5866 lines
1018 KiB
5866 lines
1018 KiB
2024-11-19 14:54:45,075 - my_logger - INFO - 跳过指标 期货收盘价（活跃）：布伦特原油
|
||
2024-11-19 14:54:45,086 - my_logger - INFO - 跳过指标 SC原油期货价格
|
||
2024-11-19 14:54:45,086 - my_logger - INFO - 跳过指标 SC原油期货价格
|
||
2024-11-19 14:54:45,087 - my_logger - INFO - 跳过指标 WTI连1合约价格
|
||
2024-11-19 14:54:45,087 - my_logger - INFO - 跳过指标 WTI连1合约价格
|
||
2024-11-19 14:54:45,088 - my_logger - INFO - 跳过指标 WTI连4合约价格
|
||
2024-11-19 14:54:45,088 - my_logger - INFO - 跳过指标 WTI连4合约价格
|
||
2024-11-19 14:54:45,089 - my_logger - INFO - 跳过指标 Brent连1合约价格
|
||
2024-11-19 14:54:45,089 - my_logger - INFO - 跳过指标 Brent连1合约价格
|
||
2024-11-19 14:54:45,090 - my_logger - INFO - 跳过指标 Brent连4合约价格
|
||
2024-11-19 14:54:45,090 - my_logger - INFO - 跳过指标 Brent连4合约价格
|
||
2024-11-19 14:54:45,091 - my_logger - INFO - 跳过指标 SC/ZC（活跃合约）
|
||
2024-11-19 14:54:45,091 - my_logger - INFO - 跳过指标 SC/ZC（活跃合约）
|
||
2024-11-19 14:54:45,091 - my_logger - INFO - 跳过指标 Brent/迪拜原油升贴水
|
||
2024-11-19 14:54:45,091 - my_logger - INFO - 跳过指标 Brent/迪拜原油升贴水
|
||
2024-11-19 14:54:45,092 - my_logger - INFO - 跳过指标 SC期货库存
|
||
2024-11-19 14:54:45,092 - my_logger - INFO - 跳过指标 SC期货库存
|
||
2024-11-19 14:54:45,093 - my_logger - INFO - 跳过指标 WTI连24合约
|
||
2024-11-19 14:54:45,093 - my_logger - INFO - 跳过指标 WTI连24合约
|
||
2024-11-19 14:54:45,094 - my_logger - INFO - 跳过指标 WTI连7合约价格
|
||
2024-11-19 14:54:45,094 - my_logger - INFO - 跳过指标 WTI连7合约价格
|
||
2024-11-19 14:54:45,094 - my_logger - INFO - 跳过指标 期货结算价(活跃合约):INE原油
|
||
2024-11-19 14:54:45,094 - my_logger - INFO - 跳过指标 期货结算价(活跃合约):INE原油
|
||
2024-11-19 14:54:45,095 - my_logger - INFO - 跳过指标 BU-SC（活跃合约）
|
||
2024-11-19 14:54:45,095 - my_logger - INFO - 跳过指标 BU-SC（活跃合约）
|
||
2024-11-19 14:54:45,096 - my_logger - INFO - 跳过指标 IPE布油期货结算价
|
||
2024-11-19 14:54:45,096 - my_logger - INFO - 跳过指标 IPE布油期货结算价
|
||
2024-11-19 14:54:45,097 - my_logger - INFO - 跳过指标 WTI连12合约价格
|
||
2024-11-19 14:54:45,097 - my_logger - INFO - 跳过指标 WTI连12合约价格
|
||
2024-11-19 14:54:45,097 - my_logger - INFO - 跳过指标 W-B活跃合约价差
|
||
2024-11-19 14:54:45,097 - my_logger - INFO - 跳过指标 W-B活跃合约价差
|
||
2024-11-19 14:54:45,098 - my_logger - INFO - 跳过指标 B-W活跃合约价差
|
||
2024-11-19 14:54:45,098 - my_logger - INFO - 跳过指标 B-W活跃合约价差
|
||
2024-11-19 14:54:45,099 - my_logger - INFO - 跳过指标 布伦特连24合约价格
|
||
2024-11-19 14:54:45,099 - my_logger - INFO - 跳过指标 布伦特连24合约价格
|
||
2024-11-19 14:54:45,100 - my_logger - INFO - 跳过指标 WTI活跃合约
|
||
2024-11-19 14:54:45,100 - my_logger - INFO - 跳过指标 WTI活跃合约
|
||
2024-11-19 14:54:45,101 - my_logger - INFO - 跳过指标 Brent活跃合约
|
||
2024-11-19 14:54:45,101 - my_logger - INFO - 跳过指标 Brent活跃合约
|
||
2024-11-19 14:54:45,102 - my_logger - INFO - 跳过指标 期货收盘价（连续）：INE原油
|
||
2024-11-19 14:54:45,102 - my_logger - INFO - 跳过指标 期货收盘价（连续）：INE原油
|
||
2024-11-19 14:54:45,103 - my_logger - INFO - 跳过指标 Brent连6合约价格
|
||
2024-11-19 14:54:45,103 - my_logger - INFO - 跳过指标 Brent连6合约价格
|
||
2024-11-19 14:54:45,104 - my_logger - INFO - 跳过指标 Brent连12合约价格
|
||
2024-11-19 14:54:45,104 - my_logger - INFO - 跳过指标 Brent连12合约价格
|
||
2024-11-19 14:54:45,104 - my_logger - INFO - 跳过指标 Brent连9合约
|
||
2024-11-19 14:54:45,104 - my_logger - INFO - 跳过指标 Brent连9合约
|
||
2024-11-19 14:54:45,105 - my_logger - INFO - 跳过指标 brent连3合约
|
||
2024-11-19 14:54:45,105 - my_logger - INFO - 跳过指标 brent连3合约
|
||
2024-11-19 14:54:45,106 - my_logger - INFO - 跳过指标 Brent连5
|
||
2024-11-19 14:54:45,106 - my_logger - INFO - 跳过指标 Brent连5
|
||
2024-11-19 14:54:45,107 - my_logger - INFO - 跳过指标 Brent连10合约
|
||
2024-11-19 14:54:45,107 - my_logger - INFO - 跳过指标 Brent连10合约
|
||
2024-11-19 14:54:45,107 - my_logger - INFO - 跳过指标 Brent连11合约
|
||
2024-11-19 14:54:45,107 - my_logger - INFO - 跳过指标 Brent连11合约
|
||
2024-11-19 14:54:45,109 - my_logger - INFO - 跳过指标 WTI连3合约价格
|
||
2024-11-19 14:54:45,109 - my_logger - INFO - 跳过指标 WTI连3合约价格
|
||
2024-11-19 14:54:45,110 - my_logger - INFO - 跳过指标 Brent 连7合约价格
|
||
2024-11-19 14:54:45,110 - my_logger - INFO - 跳过指标 Brent 连7合约价格
|
||
2024-11-19 14:54:45,111 - my_logger - INFO - 跳过指标 Brent连8合约价格
|
||
2024-11-19 14:54:45,111 - my_logger - INFO - 跳过指标 Brent连8合约价格
|
||
2024-11-19 14:54:45,112 - my_logger - INFO - 跳过指标 Brent连13
|
||
2024-11-19 14:54:45,112 - my_logger - INFO - 跳过指标 Brent连13
|
||
2024-11-19 14:54:45,113 - my_logger - INFO - 跳过指标 ICE Brent c14
|
||
2024-11-19 14:54:45,113 - my_logger - INFO - 跳过指标 ICE Brent c14
|
||
2024-11-19 14:54:45,114 - my_logger - INFO - 跳过指标 ICE Brent c15
|
||
2024-11-19 14:54:45,114 - my_logger - INFO - 跳过指标 ICE Brent c15
|
||
2024-11-19 14:54:45,114 - my_logger - INFO - 跳过指标 ICE Brent c16
|
||
2024-11-19 14:54:45,114 - my_logger - INFO - 跳过指标 ICE Brent c16
|
||
2024-11-19 14:54:45,115 - my_logger - INFO - 跳过指标 ICE Brent c17
|
||
2024-11-19 14:54:45,115 - my_logger - INFO - 跳过指标 ICE Brent c17
|
||
2024-11-19 14:54:45,116 - my_logger - INFO - 跳过指标 ICE Brent c18
|
||
2024-11-19 14:54:45,116 - my_logger - INFO - 跳过指标 ICE Brent c18
|
||
2024-11-19 14:54:45,117 - my_logger - INFO - 跳过指标 ICE Brent c19
|
||
2024-11-19 14:54:45,117 - my_logger - INFO - 跳过指标 ICE Brent c19
|
||
2024-11-19 14:54:45,118 - my_logger - INFO - 跳过指标 ICE Brent c20
|
||
2024-11-19 14:54:45,118 - my_logger - INFO - 跳过指标 ICE Brent c20
|
||
2024-11-19 14:54:45,119 - my_logger - INFO - 跳过指标 Dubai Swap c1
|
||
2024-11-19 14:54:45,119 - my_logger - INFO - 跳过指标 Dubai Swap c1
|
||
2024-11-19 14:54:45,119 - my_logger - INFO - 跳过指标 ICE Brent c21
|
||
2024-11-19 14:54:45,119 - my_logger - INFO - 跳过指标 ICE Brent c21
|
||
2024-11-19 14:54:45,120 - my_logger - INFO - 跳过指标 ICE Brent c22
|
||
2024-11-19 14:54:45,120 - my_logger - INFO - 跳过指标 ICE Brent c22
|
||
2024-11-19 14:54:45,121 - my_logger - INFO - 跳过指标 ICE Brent c23
|
||
2024-11-19 14:54:45,121 - my_logger - INFO - 跳过指标 ICE Brent c23
|
||
2024-11-19 14:54:45,121 - my_logger - INFO - 跳过指标 ICE Brent c25
|
||
2024-11-19 14:54:45,121 - my_logger - INFO - 跳过指标 ICE Brent c25
|
||
2024-11-19 14:54:45,122 - my_logger - INFO - 跳过指标 ICE Brent c26
|
||
2024-11-19 14:54:45,122 - my_logger - INFO - 跳过指标 ICE Brent c26
|
||
2024-11-19 14:54:45,123 - my_logger - INFO - 跳过指标 ICE Brent c27
|
||
2024-11-19 14:54:45,123 - my_logger - INFO - 跳过指标 ICE Brent c27
|
||
2024-11-19 14:54:45,124 - my_logger - INFO - 跳过指标 ICE Brent c28
|
||
2024-11-19 14:54:45,124 - my_logger - INFO - 跳过指标 ICE Brent c28
|
||
2024-11-19 14:54:45,125 - my_logger - INFO - 跳过指标 ICE Brent c29
|
||
2024-11-19 14:54:45,125 - my_logger - INFO - 跳过指标 ICE Brent c29
|
||
2024-11-19 14:54:45,126 - my_logger - INFO - 跳过指标 ICE Brent c30
|
||
2024-11-19 14:54:45,126 - my_logger - INFO - 跳过指标 ICE Brent c30
|
||
2024-11-19 14:54:45,127 - my_logger - INFO - 跳过指标 ICE Brent c31
|
||
2024-11-19 14:54:45,127 - my_logger - INFO - 跳过指标 ICE Brent c31
|
||
2024-11-19 14:54:45,128 - my_logger - INFO - 跳过指标 ICE Brent c32
|
||
2024-11-19 14:54:45,128 - my_logger - INFO - 跳过指标 ICE Brent c32
|
||
2024-11-19 14:54:45,128 - my_logger - INFO - 跳过指标 ICE Brent c33
|
||
2024-11-19 14:54:45,128 - my_logger - INFO - 跳过指标 ICE Brent c33
|
||
2024-11-19 14:54:45,129 - my_logger - INFO - 跳过指标 ICE Brent c34
|
||
2024-11-19 14:54:45,129 - my_logger - INFO - 跳过指标 ICE Brent c34
|
||
2024-11-19 14:54:45,130 - my_logger - INFO - 跳过指标 ICE Brent c35
|
||
2024-11-19 14:54:45,130 - my_logger - INFO - 跳过指标 ICE Brent c35
|
||
2024-11-19 14:54:45,130 - my_logger - INFO - 跳过指标 ICE Brent c36
|
||
2024-11-19 14:54:45,130 - my_logger - INFO - 跳过指标 ICE Brent c36
|
||
2024-11-19 14:54:45,132 - my_logger - INFO - 跳过指标 NYMWX WTI c5
|
||
2024-11-19 14:54:45,132 - my_logger - INFO - 跳过指标 NYMWX WTI c5
|
||
2024-11-19 14:54:45,133 - my_logger - INFO - 跳过指标 NYMWX WTI c6
|
||
2024-11-19 14:54:45,133 - my_logger - INFO - 跳过指标 NYMWX WTI c6
|
||
2024-11-19 14:54:45,134 - my_logger - INFO - 跳过指标 NYMWX WTI c8
|
||
2024-11-19 14:54:45,134 - my_logger - INFO - 跳过指标 NYMWX WTI c8
|
||
2024-11-19 14:54:45,135 - my_logger - INFO - 跳过指标 NYMWX WTI c9
|
||
2024-11-19 14:54:45,135 - my_logger - INFO - 跳过指标 NYMWX WTI c9
|
||
2024-11-19 14:54:45,135 - my_logger - INFO - 跳过指标 NYMWX WTI c10
|
||
2024-11-19 14:54:45,135 - my_logger - INFO - 跳过指标 NYMWX WTI c10
|
||
2024-11-19 14:54:45,136 - my_logger - INFO - 跳过指标 NYMWX WTI c11
|
||
2024-11-19 14:54:45,136 - my_logger - INFO - 跳过指标 NYMWX WTI c11
|
||
2024-11-19 14:54:45,137 - my_logger - INFO - 跳过指标 NYMWX WTI c13
|
||
2024-11-19 14:54:45,137 - my_logger - INFO - 跳过指标 NYMWX WTI c13
|
||
2024-11-19 14:54:45,139 - my_logger - INFO - 跳过指标 NYMWX WTI c14
|
||
2024-11-19 14:54:45,139 - my_logger - INFO - 跳过指标 NYMWX WTI c14
|
||
2024-11-19 14:54:45,139 - my_logger - INFO - 跳过指标 NYMWX WTI c15
|
||
2024-11-19 14:54:45,139 - my_logger - INFO - 跳过指标 NYMWX WTI c15
|
||
2024-11-19 14:54:45,140 - my_logger - INFO - 跳过指标 NYMWX WTI c16
|
||
2024-11-19 14:54:45,140 - my_logger - INFO - 跳过指标 NYMWX WTI c16
|
||
2024-11-19 14:54:45,141 - my_logger - INFO - 跳过指标 NYMWX WTI c17
|
||
2024-11-19 14:54:45,141 - my_logger - INFO - 跳过指标 NYMWX WTI c17
|
||
2024-11-19 14:54:45,142 - my_logger - INFO - 跳过指标 NYMWX WTI c18
|
||
2024-11-19 14:54:45,142 - my_logger - INFO - 跳过指标 NYMWX WTI c18
|
||
2024-11-19 14:54:45,143 - my_logger - INFO - 跳过指标 NYMWX WTI c19
|
||
2024-11-19 14:54:45,143 - my_logger - INFO - 跳过指标 NYMWX WTI c19
|
||
2024-11-19 14:54:45,145 - my_logger - INFO - 跳过指标 NYMWX WTI c20
|
||
2024-11-19 14:54:45,145 - my_logger - INFO - 跳过指标 NYMWX WTI c20
|
||
2024-11-19 14:54:45,145 - my_logger - INFO - 跳过指标 NYMWX WTI c21
|
||
2024-11-19 14:54:45,145 - my_logger - INFO - 跳过指标 NYMWX WTI c21
|
||
2024-11-19 14:54:45,146 - my_logger - INFO - 跳过指标 NYMWX WTI c22
|
||
2024-11-19 14:54:45,146 - my_logger - INFO - 跳过指标 NYMWX WTI c22
|
||
2024-11-19 14:54:45,147 - my_logger - INFO - 跳过指标 NYMWX WTI c23
|
||
2024-11-19 14:54:45,147 - my_logger - INFO - 跳过指标 NYMWX WTI c23
|
||
2024-11-19 14:54:45,148 - my_logger - INFO - 跳过指标 NYMWX WTI c25
|
||
2024-11-19 14:54:45,148 - my_logger - INFO - 跳过指标 NYMWX WTI c25
|
||
2024-11-19 14:54:45,149 - my_logger - INFO - 跳过指标 NYMWX WTI c26
|
||
2024-11-19 14:54:45,149 - my_logger - INFO - 跳过指标 NYMWX WTI c26
|
||
2024-11-19 14:54:45,150 - my_logger - INFO - 跳过指标 NYMWX WTI c27
|
||
2024-11-19 14:54:45,150 - my_logger - INFO - 跳过指标 NYMWX WTI c27
|
||
2024-11-19 14:54:45,150 - my_logger - INFO - 跳过指标 NYMWX WTI c28
|
||
2024-11-19 14:54:45,150 - my_logger - INFO - 跳过指标 NYMWX WTI c28
|
||
2024-11-19 14:54:45,151 - my_logger - INFO - 跳过指标 NYMWX WTI c29
|
||
2024-11-19 14:54:45,151 - my_logger - INFO - 跳过指标 NYMWX WTI c29
|
||
2024-11-19 14:54:45,152 - my_logger - INFO - 跳过指标 NYMWX WTI c30
|
||
2024-11-19 14:54:45,152 - my_logger - INFO - 跳过指标 NYMWX WTI c30
|
||
2024-11-19 14:54:45,153 - my_logger - INFO - 跳过指标 NYMWX WTI c31
|
||
2024-11-19 14:54:45,153 - my_logger - INFO - 跳过指标 NYMWX WTI c31
|
||
2024-11-19 14:54:45,154 - my_logger - INFO - 跳过指标 NYMWX WTI c32
|
||
2024-11-19 14:54:45,154 - my_logger - INFO - 跳过指标 NYMWX WTI c32
|
||
2024-11-19 14:54:45,155 - my_logger - INFO - 跳过指标 NYMWX WTI c33
|
||
2024-11-19 14:54:45,155 - my_logger - INFO - 跳过指标 NYMWX WTI c33
|
||
2024-11-19 14:54:45,156 - my_logger - INFO - 跳过指标 NYMWX WTI c34
|
||
2024-11-19 14:54:45,156 - my_logger - INFO - 跳过指标 NYMWX WTI c34
|
||
2024-11-19 14:54:45,157 - my_logger - INFO - 跳过指标 NYMWX WTI c35
|
||
2024-11-19 14:54:45,157 - my_logger - INFO - 跳过指标 NYMWX WTI c35
|
||
2024-11-19 14:54:45,158 - my_logger - INFO - 跳过指标 NYMWX WTI c36
|
||
2024-11-19 14:54:45,158 - my_logger - INFO - 跳过指标 NYMWX WTI c36
|
||
2024-11-19 14:54:45,159 - my_logger - INFO - 跳过指标 INE SC c1
|
||
2024-11-19 14:54:45,159 - my_logger - INFO - 跳过指标 INE SC c1
|
||
2024-11-19 14:54:45,160 - my_logger - INFO - 跳过指标 INE SC c2
|
||
2024-11-19 14:54:45,160 - my_logger - INFO - 跳过指标 INE SC c2
|
||
2024-11-19 14:54:45,161 - my_logger - INFO - 跳过指标 INE SC c3
|
||
2024-11-19 14:54:45,161 - my_logger - INFO - 跳过指标 INE SC c3
|
||
2024-11-19 14:54:45,162 - my_logger - INFO - 跳过指标 INE SC c4
|
||
2024-11-19 14:54:45,162 - my_logger - INFO - 跳过指标 INE SC c4
|
||
2024-11-19 14:54:45,163 - my_logger - INFO - 跳过指标 INE SC c5
|
||
2024-11-19 14:54:45,163 - my_logger - INFO - 跳过指标 INE SC c5
|
||
2024-11-19 14:54:45,164 - my_logger - INFO - 跳过指标 INE SC c6
|
||
2024-11-19 14:54:45,164 - my_logger - INFO - 跳过指标 INE SC c6
|
||
2024-11-19 14:54:45,165 - my_logger - INFO - 跳过指标 INE SC c7
|
||
2024-11-19 14:54:45,165 - my_logger - INFO - 跳过指标 INE SC c7
|
||
2024-11-19 14:54:45,166 - my_logger - INFO - 跳过指标 INE SC c8
|
||
2024-11-19 14:54:45,166 - my_logger - INFO - 跳过指标 INE SC c8
|
||
2024-11-19 14:54:45,167 - my_logger - INFO - 跳过指标 INE SC c9
|
||
2024-11-19 14:54:45,167 - my_logger - INFO - 跳过指标 INE SC c9
|
||
2024-11-19 14:54:45,167 - my_logger - INFO - 跳过指标 INE SC c10
|
||
2024-11-19 14:54:45,167 - my_logger - INFO - 跳过指标 INE SC c10
|
||
2024-11-19 14:54:45,168 - my_logger - INFO - 跳过指标 INE SC c11
|
||
2024-11-19 14:54:45,168 - my_logger - INFO - 跳过指标 INE SC c11
|
||
2024-11-19 14:54:45,169 - my_logger - INFO - 跳过指标 INE SC c12
|
||
2024-11-19 14:54:45,169 - my_logger - INFO - 跳过指标 INE SC c12
|
||
2024-11-19 14:54:45,170 - my_logger - INFO - 跳过指标 INE SC c13
|
||
2024-11-19 14:54:45,170 - my_logger - INFO - 跳过指标 INE SC c13
|
||
2024-11-19 14:54:45,171 - my_logger - INFO - 跳过指标 INE SC c14
|
||
2024-11-19 14:54:45,171 - my_logger - INFO - 跳过指标 INE SC c14
|
||
2024-11-19 14:54:45,172 - my_logger - INFO - 跳过指标 INE SC c15
|
||
2024-11-19 14:54:45,172 - my_logger - INFO - 跳过指标 INE SC c15
|
||
2024-11-19 14:54:45,173 - my_logger - INFO - 跳过指标 INE SC c16
|
||
2024-11-19 14:54:45,173 - my_logger - INFO - 跳过指标 INE SC c16
|
||
2024-11-19 14:54:45,174 - my_logger - INFO - 跳过指标 INE SC c17
|
||
2024-11-19 14:54:45,174 - my_logger - INFO - 跳过指标 INE SC c17
|
||
2024-11-19 14:54:45,175 - my_logger - INFO - 跳过指标 INE SC c18
|
||
2024-11-19 14:54:45,175 - my_logger - INFO - 跳过指标 INE SC c18
|
||
2024-11-19 14:54:45,176 - my_logger - INFO - 跳过指标 INE SC c19
|
||
2024-11-19 14:54:45,176 - my_logger - INFO - 跳过指标 INE SC c19
|
||
2024-11-19 14:54:45,177 - my_logger - INFO - 跳过指标 INE SC c20
|
||
2024-11-19 14:54:45,177 - my_logger - INFO - 跳过指标 INE SC c20
|
||
2024-11-19 14:54:45,178 - my_logger - INFO - 跳过指标 EFS c1
|
||
2024-11-19 14:54:45,178 - my_logger - INFO - 跳过指标 EFS c1
|
||
2024-11-19 14:54:45,179 - my_logger - INFO - 跳过指标 EFS c2
|
||
2024-11-19 14:54:45,179 - my_logger - INFO - 跳过指标 EFS c2
|
||
2024-11-19 14:54:45,179 - my_logger - INFO - 跳过指标 EFS c3
|
||
2024-11-19 14:54:45,179 - my_logger - INFO - 跳过指标 EFS c3
|
||
2024-11-19 14:54:45,180 - my_logger - INFO - 跳过指标 EFS c4
|
||
2024-11-19 14:54:45,180 - my_logger - INFO - 跳过指标 EFS c4
|
||
2024-11-19 14:54:45,181 - my_logger - INFO - 跳过指标 EFS c5
|
||
2024-11-19 14:54:45,181 - my_logger - INFO - 跳过指标 EFS c5
|
||
2024-11-19 14:54:45,182 - my_logger - INFO - 跳过指标 EFS c6
|
||
2024-11-19 14:54:45,182 - my_logger - INFO - 跳过指标 EFS c6
|
||
2024-11-19 14:54:45,182 - my_logger - INFO - 跳过指标 Dubai Swap c15
|
||
2024-11-19 14:54:45,182 - my_logger - INFO - 跳过指标 Dubai Swap c15
|
||
2024-11-19 14:54:45,183 - my_logger - INFO - 跳过指标 Dubai Swap c16
|
||
2024-11-19 14:54:45,183 - my_logger - INFO - 跳过指标 Dubai Swap c16
|
||
2024-11-19 14:54:45,184 - my_logger - INFO - 跳过指标 Dubai Swap c17
|
||
2024-11-19 14:54:45,184 - my_logger - INFO - 跳过指标 Dubai Swap c17
|
||
2024-11-19 14:54:45,185 - my_logger - INFO - 跳过指标 Dubai Swap c18
|
||
2024-11-19 14:54:45,185 - my_logger - INFO - 跳过指标 Dubai Swap c18
|
||
2024-11-19 14:54:45,185 - my_logger - INFO - 跳过指标 Dubai Swap c19
|
||
2024-11-19 14:54:45,185 - my_logger - INFO - 跳过指标 Dubai Swap c19
|
||
2024-11-19 14:54:45,186 - my_logger - INFO - 跳过指标 Dubai Swap c20
|
||
2024-11-19 14:54:45,186 - my_logger - INFO - 跳过指标 Dubai Swap c20
|
||
2024-11-19 14:54:45,188 - my_logger - INFO - 跳过指标 Dubai Swap c21
|
||
2024-11-19 14:54:45,188 - my_logger - INFO - 跳过指标 Dubai Swap c21
|
||
2024-11-19 14:54:45,189 - my_logger - INFO - 跳过指标 Dubai Swap c22
|
||
2024-11-19 14:54:45,189 - my_logger - INFO - 跳过指标 Dubai Swap c22
|
||
2024-11-19 14:54:45,190 - my_logger - INFO - 跳过指标 Oman Swap c1
|
||
2024-11-19 14:54:45,190 - my_logger - INFO - 跳过指标 Oman Swap c1
|
||
2024-11-19 14:54:45,191 - my_logger - INFO - 跳过指标 Oman Swap c2
|
||
2024-11-19 14:54:45,191 - my_logger - INFO - 跳过指标 Oman Swap c2
|
||
2024-11-19 14:54:45,192 - my_logger - INFO - 跳过指标 Oman Swap c3
|
||
2024-11-19 14:54:45,192 - my_logger - INFO - 跳过指标 Oman Swap c3
|
||
2024-11-19 14:54:45,192 - my_logger - INFO - 跳过指标 Oman Swap c4
|
||
2024-11-19 14:54:45,192 - my_logger - INFO - 跳过指标 Oman Swap c4
|
||
2024-11-19 14:54:45,194 - my_logger - INFO - 跳过指标 Oman Swap c5
|
||
2024-11-19 14:54:45,194 - my_logger - INFO - 跳过指标 Oman Swap c5
|
||
2024-11-19 14:54:45,195 - my_logger - INFO - 跳过指标 Oman Swap c6
|
||
2024-11-19 14:54:45,195 - my_logger - INFO - 跳过指标 Oman Swap c6
|
||
2024-11-19 14:54:45,195 - my_logger - INFO - 跳过指标 Oman Swap c7
|
||
2024-11-19 14:54:45,195 - my_logger - INFO - 跳过指标 Oman Swap c7
|
||
2024-11-19 14:54:45,196 - my_logger - INFO - 跳过指标 Oman Swap c8
|
||
2024-11-19 14:54:45,196 - my_logger - INFO - 跳过指标 Oman Swap c8
|
||
2024-11-19 14:54:45,197 - my_logger - INFO - 跳过指标 Oman Swap c9
|
||
2024-11-19 14:54:45,197 - my_logger - INFO - 跳过指标 Oman Swap c9
|
||
2024-11-19 14:54:45,198 - my_logger - INFO - 跳过指标 Oman Swap c10
|
||
2024-11-19 14:54:45,198 - my_logger - INFO - 跳过指标 Oman Swap c10
|
||
2024-11-19 14:54:45,199 - my_logger - INFO - 跳过指标 Oman Swap c11
|
||
2024-11-19 14:54:45,199 - my_logger - INFO - 跳过指标 Oman Swap c11
|
||
2024-11-19 14:54:45,200 - my_logger - INFO - 跳过指标 Oman Swap c12
|
||
2024-11-19 14:54:45,200 - my_logger - INFO - 跳过指标 Oman Swap c12
|
||
2024-11-19 14:54:45,200 - my_logger - INFO - 跳过指标 Oman Swap c13
|
||
2024-11-19 14:54:45,200 - my_logger - INFO - 跳过指标 Oman Swap c13
|
||
2024-11-19 14:54:45,201 - my_logger - INFO - 跳过指标 Oman Swap c14
|
||
2024-11-19 14:54:45,201 - my_logger - INFO - 跳过指标 Oman Swap c14
|
||
2024-11-19 14:54:45,202 - my_logger - INFO - 跳过指标 Oman Swap c15
|
||
2024-11-19 14:54:45,202 - my_logger - INFO - 跳过指标 Oman Swap c15
|
||
2024-11-19 14:54:45,203 - my_logger - INFO - 跳过指标 Oman Swap c16
|
||
2024-11-19 14:54:45,203 - my_logger - INFO - 跳过指标 Oman Swap c16
|
||
2024-11-19 14:54:45,203 - my_logger - INFO - 跳过指标 Oman Swap c17
|
||
2024-11-19 14:54:45,203 - my_logger - INFO - 跳过指标 Oman Swap c17
|
||
2024-11-19 14:54:45,205 - my_logger - INFO - 跳过指标 Oman Swap c18
|
||
2024-11-19 14:54:45,205 - my_logger - INFO - 跳过指标 Oman Swap c18
|
||
2024-11-19 14:54:45,206 - my_logger - INFO - 跳过指标 Oman Swap c19
|
||
2024-11-19 14:54:45,206 - my_logger - INFO - 跳过指标 Oman Swap c19
|
||
2024-11-19 14:54:45,206 - my_logger - INFO - 跳过指标 Oman Swap c20
|
||
2024-11-19 14:54:45,206 - my_logger - INFO - 跳过指标 Oman Swap c20
|
||
2024-11-19 14:54:45,207 - my_logger - INFO - 跳过指标 Oman Swap c21
|
||
2024-11-19 14:54:45,207 - my_logger - INFO - 跳过指标 Oman Swap c21
|
||
2024-11-19 14:54:45,209 - my_logger - INFO - 跳过指标 Oman Swap c22
|
||
2024-11-19 14:54:45,209 - my_logger - INFO - 跳过指标 Oman Swap c22
|
||
2024-11-19 14:54:45,209 - my_logger - INFO - 跳过指标 Oman Swap c23
|
||
2024-11-19 14:54:45,209 - my_logger - INFO - 跳过指标 Oman Swap c23
|
||
2024-11-19 14:54:45,210 - my_logger - INFO - 跳过指标 Oman Swap c24
|
||
2024-11-19 14:54:45,210 - my_logger - INFO - 跳过指标 Oman Swap c24
|
||
2024-11-19 14:54:45,211 - my_logger - INFO - 跳过指标 Oman Swap c25
|
||
2024-11-19 14:54:45,211 - my_logger - INFO - 跳过指标 Oman Swap c25
|
||
2024-11-19 14:54:45,212 - my_logger - INFO - 跳过指标 Oman Swap c26
|
||
2024-11-19 14:54:45,212 - my_logger - INFO - 跳过指标 Oman Swap c26
|
||
2024-11-19 14:54:45,213 - my_logger - INFO - 跳过指标 Oman Swap c27
|
||
2024-11-19 14:54:45,213 - my_logger - INFO - 跳过指标 Oman Swap c27
|
||
2024-11-19 14:54:45,214 - my_logger - INFO - 跳过指标 Oman Swap c28
|
||
2024-11-19 14:54:45,214 - my_logger - INFO - 跳过指标 Oman Swap c28
|
||
2024-11-19 14:54:45,215 - my_logger - INFO - 跳过指标 Oman Swap c29
|
||
2024-11-19 14:54:45,215 - my_logger - INFO - 跳过指标 Oman Swap c29
|
||
2024-11-19 14:54:45,215 - my_logger - INFO - 跳过指标 Oman Swap c30
|
||
2024-11-19 14:54:45,215 - my_logger - INFO - 跳过指标 Oman Swap c30
|
||
2024-11-19 14:54:45,216 - my_logger - INFO - 跳过指标 Oman Swap c31
|
||
2024-11-19 14:54:45,216 - my_logger - INFO - 跳过指标 Oman Swap c31
|
||
2024-11-19 14:54:45,217 - my_logger - INFO - 跳过指标 Oman Swap c32
|
||
2024-11-19 14:54:45,217 - my_logger - INFO - 跳过指标 Oman Swap c32
|
||
2024-11-19 14:54:45,218 - my_logger - INFO - 跳过指标 Oman Swap c33
|
||
2024-11-19 14:54:45,218 - my_logger - INFO - 跳过指标 Oman Swap c33
|
||
2024-11-19 14:54:45,219 - my_logger - INFO - 跳过指标 Oman Swap c34
|
||
2024-11-19 14:54:45,219 - my_logger - INFO - 跳过指标 Oman Swap c34
|
||
2024-11-19 14:54:45,220 - my_logger - INFO - 跳过指标 Oman Swap c35
|
||
2024-11-19 14:54:45,220 - my_logger - INFO - 跳过指标 Oman Swap c35
|
||
2024-11-19 14:54:45,221 - my_logger - INFO - 跳过指标 Oman Swap c36
|
||
2024-11-19 14:54:45,221 - my_logger - INFO - 跳过指标 Oman Swap c36
|
||
2024-11-19 14:54:45,222 - my_logger - INFO - 跳过指标 Oman Swap c37
|
||
2024-11-19 14:54:45,222 - my_logger - INFO - 跳过指标 Oman Swap c37
|
||
2024-11-19 14:54:45,223 - my_logger - INFO - 跳过指标 Oman Swap c38
|
||
2024-11-19 14:54:45,223 - my_logger - INFO - 跳过指标 Oman Swap c38
|
||
2024-11-19 14:54:45,224 - my_logger - INFO - 跳过指标 DME Oman c1
|
||
2024-11-19 14:54:45,224 - my_logger - INFO - 跳过指标 DME Oman c1
|
||
2024-11-19 14:54:45,225 - my_logger - INFO - 跳过指标 DME Oman c2
|
||
2024-11-19 14:54:45,225 - my_logger - INFO - 跳过指标 DME Oman c2
|
||
2024-11-19 14:54:45,225 - my_logger - INFO - 跳过指标 DME Oman c3
|
||
2024-11-19 14:54:45,225 - my_logger - INFO - 跳过指标 DME Oman c3
|
||
2024-11-19 14:54:45,226 - my_logger - INFO - 跳过指标 DME Oman c4
|
||
2024-11-19 14:54:45,226 - my_logger - INFO - 跳过指标 DME Oman c4
|
||
2024-11-19 14:54:45,227 - my_logger - INFO - 跳过指标 DME Oman c5
|
||
2024-11-19 14:54:45,227 - my_logger - INFO - 跳过指标 DME Oman c5
|
||
2024-11-19 14:54:45,228 - my_logger - INFO - 跳过指标 DME Oman c6
|
||
2024-11-19 14:54:45,228 - my_logger - INFO - 跳过指标 DME Oman c6
|
||
2024-11-19 14:54:45,228 - my_logger - INFO - 跳过指标 Murban Futures c1
|
||
2024-11-19 14:54:45,228 - my_logger - INFO - 跳过指标 Murban Futures c1
|
||
2024-11-19 14:54:45,229 - my_logger - INFO - 跳过指标 Murban Futures c2
|
||
2024-11-19 14:54:45,229 - my_logger - INFO - 跳过指标 Murban Futures c2
|
||
2024-11-19 14:54:45,230 - my_logger - INFO - 跳过指标 Murban Futures c3
|
||
2024-11-19 14:54:45,230 - my_logger - INFO - 跳过指标 Murban Futures c3
|
||
2024-11-19 14:54:45,231 - my_logger - INFO - 跳过指标 Murban Futures c4
|
||
2024-11-19 14:54:45,231 - my_logger - INFO - 跳过指标 Murban Futures c4
|
||
2024-11-19 14:54:45,232 - my_logger - INFO - 跳过指标 Murban Futures c5
|
||
2024-11-19 14:54:45,232 - my_logger - INFO - 跳过指标 Murban Futures c5
|
||
2024-11-19 14:54:45,233 - my_logger - INFO - 跳过指标 Murban Futures c6
|
||
2024-11-19 14:54:45,233 - my_logger - INFO - 跳过指标 Murban Futures c6
|
||
2024-11-19 14:54:45,234 - my_logger - INFO - 跳过指标 HO连6合约
|
||
2024-11-19 14:54:45,234 - my_logger - INFO - 跳过指标 HO连6合约
|
||
2024-11-19 14:54:45,234 - my_logger - INFO - 跳过指标 HO连5合约
|
||
2024-11-19 14:54:45,234 - my_logger - INFO - 跳过指标 HO连5合约
|
||
2024-11-19 14:54:45,235 - my_logger - INFO - 跳过指标 ho连7合约
|
||
2024-11-19 14:54:45,235 - my_logger - INFO - 跳过指标 ho连7合约
|
||
2024-11-19 14:54:45,238 - my_logger - INFO - 跳过指标 HO连8合约
|
||
2024-11-19 14:54:45,238 - my_logger - INFO - 跳过指标 HO连8合约
|
||
2024-11-19 14:54:45,239 - my_logger - INFO - 跳过指标 HO连9合约
|
||
2024-11-19 14:54:45,239 - my_logger - INFO - 跳过指标 HO连9合约
|
||
2024-11-19 14:54:45,239 - my_logger - INFO - 跳过指标 HO连10合约
|
||
2024-11-19 14:54:45,239 - my_logger - INFO - 跳过指标 HO连10合约
|
||
2024-11-19 14:54:45,240 - my_logger - INFO - 跳过指标 HO连11合约
|
||
2024-11-19 14:54:45,240 - my_logger - INFO - 跳过指标 HO连11合约
|
||
2024-11-19 14:54:45,241 - my_logger - INFO - 跳过指标 HO连12合约
|
||
2024-11-19 14:54:45,241 - my_logger - INFO - 跳过指标 HO连12合约
|
||
2024-11-19 14:54:45,242 - my_logger - INFO - 跳过指标 CFD W1
|
||
2024-11-19 14:54:45,242 - my_logger - INFO - 跳过指标 CFD W1
|
||
2024-11-19 14:54:45,243 - my_logger - INFO - 跳过指标 CFD W6
|
||
2024-11-19 14:54:45,243 - my_logger - INFO - 跳过指标 CFD W6
|
||
2024-11-19 14:54:45,244 - my_logger - INFO - 跳过指标 期货成交量(活跃合约):INE原油
|
||
2024-11-19 14:54:45,244 - my_logger - INFO - 跳过指标 期货成交量(活跃合约):INE原油
|
||
2024-11-19 14:54:45,245 - my_logger - INFO - 跳过指标 期货成交额:INE原油
|
||
2024-11-19 14:54:45,245 - my_logger - INFO - 跳过指标 期货成交额:INE原油
|
||
2024-11-19 14:54:45,245 - my_logger - INFO - 跳过指标 可用库容量:INE原油
|
||
2024-11-19 14:54:45,245 - my_logger - INFO - 跳过指标 可用库容量:INE原油
|
||
2024-11-19 14:54:45,246 - my_logger - INFO - 跳过指标 库存期货:INE原油:总计-巴士拉轻油
|
||
2024-11-19 14:54:45,246 - my_logger - INFO - 跳过指标 库存期货:INE原油:总计-巴士拉轻油
|
||
2024-11-19 14:54:45,247 - my_logger - INFO - 跳过指标 库存期货:INE原油:总计-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,247 - my_logger - INFO - 跳过指标 库存期货:INE原油:总计-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,248 - my_logger - INFO - 跳过指标 库存期货:INE原油:总计-上扎库姆原油
|
||
2024-11-19 14:54:45,248 - my_logger - INFO - 跳过指标 库存期货:INE原油:总计-上扎库姆原油
|
||
2024-11-19 14:54:45,249 - my_logger - INFO - 跳过指标 库存期货:INE原油:总计-阿曼原油
|
||
2024-11-19 14:54:45,249 - my_logger - INFO - 跳过指标 库存期货:INE原油:总计-阿曼原油
|
||
2024-11-19 14:54:45,250 - my_logger - INFO - 跳过指标 库存期货:INE原油:总计-卡塔尔海洋油
|
||
2024-11-19 14:54:45,250 - my_logger - INFO - 跳过指标 库存期货:INE原油:总计-卡塔尔海洋油
|
||
2024-11-19 14:54:45,251 - my_logger - INFO - 跳过指标 库存期货:INE原油:总计-迪拜原油
|
||
2024-11-19 14:54:45,251 - my_logger - INFO - 跳过指标 库存期货:INE原油:总计-迪拜原油
|
||
2024-11-19 14:54:45,251 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连保税-穆尔班原油
|
||
2024-11-19 14:54:45,251 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连保税-穆尔班原油
|
||
2024-11-19 14:54:45,252 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:合计
|
||
2024-11-19 14:54:45,252 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:合计
|
||
2024-11-19 14:54:45,253 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中化兴中
|
||
2024-11-19 14:54:45,253 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中化兴中
|
||
2024-11-19 14:54:45,254 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中油大榭
|
||
2024-11-19 14:54:45,254 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中油大榭
|
||
2024-11-19 14:54:45,255 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:大鼎石油
|
||
2024-11-19 14:54:45,255 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:大鼎石油
|
||
2024-11-19 14:54:45,256 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中国石化册子岛
|
||
2024-11-19 14:54:45,256 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中国石化册子岛
|
||
2024-11-19 14:54:45,257 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:合计
|
||
2024-11-19 14:54:45,257 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:合计
|
||
2024-11-19 14:54:45,258 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:青岛港实华
|
||
2024-11-19 14:54:45,258 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:青岛港实华
|
||
2024-11-19 14:54:45,259 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中化弘润潍坊
|
||
2024-11-19 14:54:45,259 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中化弘润潍坊
|
||
2024-11-19 14:54:45,259 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:青岛港摩科瑞
|
||
2024-11-19 14:54:45,259 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:青岛港摩科瑞
|
||
2024-11-19 14:54:45,261 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中国石化日照
|
||
2024-11-19 14:54:45,261 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中国石化日照
|
||
2024-11-19 14:54:45,262 - my_logger - INFO - 跳过指标 库存期货:INE原油:上海:合计
|
||
2024-11-19 14:54:45,262 - my_logger - INFO - 跳过指标 库存期货:INE原油:上海:合计
|
||
2024-11-19 14:54:45,263 - my_logger - INFO - 跳过指标 库存期货:INE原油:上海:洋山石油
|
||
2024-11-19 14:54:45,263 - my_logger - INFO - 跳过指标 库存期货:INE原油:上海:洋山石油
|
||
2024-11-19 14:54:45,264 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:合计
|
||
2024-11-19 14:54:45,264 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:合计
|
||
2024-11-19 14:54:45,265 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中油湛江
|
||
2024-11-19 14:54:45,265 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中油湛江
|
||
2024-11-19 14:54:45,265 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中国石化湛江
|
||
2024-11-19 14:54:45,265 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中国石化湛江
|
||
2024-11-19 14:54:45,267 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:合计
|
||
2024-11-19 14:54:45,267 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:合计
|
||
2024-11-19 14:54:45,268 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:北方油品
|
||
2024-11-19 14:54:45,268 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:北方油品
|
||
2024-11-19 14:54:45,269 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连保税
|
||
2024-11-19 14:54:45,269 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连保税
|
||
2024-11-19 14:54:45,269 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连国际
|
||
2024-11-19 14:54:45,269 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连国际
|
||
2024-11-19 14:54:45,270 - my_logger - INFO - 跳过指标 库存期货:INE原油:海南:合计
|
||
2024-11-19 14:54:45,270 - my_logger - INFO - 跳过指标 库存期货:INE原油:海南:合计
|
||
2024-11-19 14:54:45,271 - my_logger - INFO - 跳过指标 库存期货:INE原油:海南:中国石化海南
|
||
2024-11-19 14:54:45,271 - my_logger - INFO - 跳过指标 库存期货:INE原油:海南:中国石化海南
|
||
2024-11-19 14:54:45,272 - my_logger - INFO - 跳过指标 库存期货:INE原油:河北:中国石化曹妃甸
|
||
2024-11-19 14:54:45,272 - my_logger - INFO - 跳过指标 库存期货:INE原油:河北:中国石化曹妃甸
|
||
2024-11-19 14:54:45,273 - my_logger - INFO - 跳过指标 可用库容量:INE原油:辽宁:合计
|
||
2024-11-19 14:54:45,273 - my_logger - INFO - 跳过指标 可用库容量:INE原油:辽宁:合计
|
||
2024-11-19 14:54:45,274 - my_logger - INFO - 跳过指标 可用库容量:INE原油:浙江:合计
|
||
2024-11-19 14:54:45,274 - my_logger - INFO - 跳过指标 可用库容量:INE原油:浙江:合计
|
||
2024-11-19 14:54:45,275 - my_logger - INFO - 跳过指标 可用库容量:INE原油:广东:合计
|
||
2024-11-19 14:54:45,275 - my_logger - INFO - 跳过指标 可用库容量:INE原油:广东:合计
|
||
2024-11-19 14:54:45,276 - my_logger - INFO - 跳过指标 可用库容量:INE原油:广西:合计
|
||
2024-11-19 14:54:45,276 - my_logger - INFO - 跳过指标 可用库容量:INE原油:广西:合计
|
||
2024-11-19 14:54:45,276 - my_logger - INFO - 跳过指标 可用库容量:INE原油:河北:合计
|
||
2024-11-19 14:54:45,276 - my_logger - INFO - 跳过指标 可用库容量:INE原油:河北:合计
|
||
2024-11-19 14:54:45,277 - my_logger - INFO - 跳过指标 可用库容量:INE原油:上海:合计
|
||
2024-11-19 14:54:45,277 - my_logger - INFO - 跳过指标 可用库容量:INE原油:上海:合计
|
||
2024-11-19 14:54:45,278 - my_logger - INFO - 跳过指标 可用库容量:INE原油:海南:合计
|
||
2024-11-19 14:54:45,278 - my_logger - INFO - 跳过指标 可用库容量:INE原油:海南:合计
|
||
2024-11-19 14:54:45,279 - my_logger - INFO - 跳过指标 可用库容量:INE原油:山东:合计
|
||
2024-11-19 14:54:45,279 - my_logger - INFO - 跳过指标 可用库容量:INE原油:山东:合计
|
||
2024-11-19 14:54:45,280 - my_logger - INFO - 跳过指标 可用库容量:INE原油:浙江:中化兴中
|
||
2024-11-19 14:54:45,280 - my_logger - INFO - 跳过指标 可用库容量:INE原油:浙江:中化兴中
|
||
2024-11-19 14:54:45,281 - my_logger - INFO - 跳过指标 可用库容量:INE原油:浙江:大鼎石油
|
||
2024-11-19 14:54:45,281 - my_logger - INFO - 跳过指标 可用库容量:INE原油:浙江:大鼎石油
|
||
2024-11-19 14:54:45,282 - my_logger - INFO - 跳过指标 可用库容量:INE原油:浙江:中国石化册子岛
|
||
2024-11-19 14:54:45,282 - my_logger - INFO - 跳过指标 可用库容量:INE原油:浙江:中国石化册子岛
|
||
2024-11-19 14:54:45,283 - my_logger - INFO - 跳过指标 可用库容量:INE原油:上海:洋山石油
|
||
2024-11-19 14:54:45,283 - my_logger - INFO - 跳过指标 可用库容量:INE原油:上海:洋山石油
|
||
2024-11-19 14:54:45,284 - my_logger - INFO - 跳过指标 可用库容量:INE原油:广东:中油湛江
|
||
2024-11-19 14:54:45,284 - my_logger - INFO - 跳过指标 可用库容量:INE原油:广东:中油湛江
|
||
2024-11-19 14:54:45,284 - my_logger - INFO - 跳过指标 可用库容量:INE原油:广东:中国石化湛江
|
||
2024-11-19 14:54:45,284 - my_logger - INFO - 跳过指标 可用库容量:INE原油:广东:中国石化湛江
|
||
2024-11-19 14:54:45,285 - my_logger - INFO - 跳过指标 可用库容量:INE原油:辽宁:北方油品
|
||
2024-11-19 14:54:45,285 - my_logger - INFO - 跳过指标 可用库容量:INE原油:辽宁:北方油品
|
||
2024-11-19 14:54:45,286 - my_logger - INFO - 跳过指标 可用库容量:INE原油:辽宁:中油大连保税
|
||
2024-11-19 14:54:45,286 - my_logger - INFO - 跳过指标 可用库容量:INE原油:辽宁:中油大连保税
|
||
2024-11-19 14:54:45,287 - my_logger - INFO - 跳过指标 可用库容量:INE原油:海南:中国石化海南
|
||
2024-11-19 14:54:45,287 - my_logger - INFO - 跳过指标 可用库容量:INE原油:海南:中国石化海南
|
||
2024-11-19 14:54:45,288 - my_logger - INFO - 跳过指标 可用库容量:INE原油:山东:中国石化日照
|
||
2024-11-19 14:54:45,288 - my_logger - INFO - 跳过指标 可用库容量:INE原油:山东:中国石化日照
|
||
2024-11-19 14:54:45,289 - my_logger - INFO - 跳过指标 可用库容量:INE原油:山东:青岛港实华
|
||
2024-11-19 14:54:45,289 - my_logger - INFO - 跳过指标 可用库容量:INE原油:山东:青岛港实华
|
||
2024-11-19 14:54:45,290 - my_logger - INFO - 跳过指标 可用库容量:INE原油:山东:中化弘润潍坊
|
||
2024-11-19 14:54:45,290 - my_logger - INFO - 跳过指标 可用库容量:INE原油:山东:中化弘润潍坊
|
||
2024-11-19 14:54:45,290 - my_logger - INFO - 跳过指标 可用库容量:INE原油:山东:青岛港摩科瑞
|
||
2024-11-19 14:54:45,290 - my_logger - INFO - 跳过指标 可用库容量:INE原油:山东:青岛港摩科瑞
|
||
2024-11-19 14:54:45,292 - my_logger - INFO - 跳过指标 可用库容量:INE原油:广西:中油广西国际
|
||
2024-11-19 14:54:45,292 - my_logger - INFO - 跳过指标 可用库容量:INE原油:广西:中油广西国际
|
||
2024-11-19 14:54:45,293 - my_logger - INFO - 跳过指标 可用库容量:INE原油:河北:中国石化曹妃甸
|
||
2024-11-19 14:54:45,293 - my_logger - INFO - 跳过指标 可用库容量:INE原油:河北:中国石化曹妃甸
|
||
2024-11-19 14:54:45,294 - my_logger - INFO - 跳过指标 舟山:可用库容:原油
|
||
2024-11-19 14:54:45,294 - my_logger - INFO - 跳过指标 舟山:可用库容:原油
|
||
2024-11-19 14:54:45,295 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中化兴中-上扎库姆原油
|
||
2024-11-19 14:54:45,295 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中化兴中-上扎库姆原油
|
||
2024-11-19 14:54:45,296 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中化兴中-巴士拉轻油
|
||
2024-11-19 14:54:45,296 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中化兴中-巴士拉轻油
|
||
2024-11-19 14:54:45,296 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中化兴中-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,296 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中化兴中-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,297 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中油大榭-上扎库姆原油
|
||
2024-11-19 14:54:45,297 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中油大榭-上扎库姆原油
|
||
2024-11-19 14:54:45,298 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中国石化册子岛-巴士拉轻油
|
||
2024-11-19 14:54:45,298 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中国石化册子岛-巴士拉轻油
|
||
2024-11-19 14:54:45,299 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中国石化册子岛-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,299 - my_logger - INFO - 跳过指标 库存期货:INE原油:浙江:中国石化册子岛-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,300 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:青岛港董家口-阿曼原油
|
||
2024-11-19 14:54:45,300 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:青岛港董家口-阿曼原油
|
||
2024-11-19 14:54:45,301 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中化弘润潍坊-阿曼原油
|
||
2024-11-19 14:54:45,301 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中化弘润潍坊-阿曼原油
|
||
2024-11-19 14:54:45,301 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中化弘润潍坊-上扎库姆原油
|
||
2024-11-19 14:54:45,301 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中化弘润潍坊-上扎库姆原油
|
||
2024-11-19 14:54:45,302 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中化弘润潍坊-巴士拉轻油
|
||
2024-11-19 14:54:45,302 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中化弘润潍坊-巴士拉轻油
|
||
2024-11-19 14:54:45,303 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中化弘润潍坊-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,303 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中化弘润潍坊-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,304 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中国石化日照-上扎库姆原油
|
||
2024-11-19 14:54:45,304 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中国石化日照-上扎库姆原油
|
||
2024-11-19 14:54:45,305 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中国石化日照-巴士拉轻油
|
||
2024-11-19 14:54:45,305 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中国石化日照-巴士拉轻油
|
||
2024-11-19 14:54:45,306 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中国石化日照-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,306 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:中国石化日照-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,307 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:山港青岛实华
|
||
2024-11-19 14:54:45,307 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:山港青岛实华
|
||
2024-11-19 14:54:45,307 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:山港青岛实华-阿曼原油
|
||
2024-11-19 14:54:45,307 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:山港青岛实华-阿曼原油
|
||
2024-11-19 14:54:45,309 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:山港海业董家口
|
||
2024-11-19 14:54:45,309 - my_logger - INFO - 跳过指标 库存期货:INE原油:山东:山港海业董家口
|
||
2024-11-19 14:54:45,310 - my_logger - INFO - 跳过指标 库存期货:INE原油:上海:洋山石油-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,310 - my_logger - INFO - 跳过指标 库存期货:INE原油:上海:洋山石油-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,311 - my_logger - INFO - 跳过指标 库存期货:INE原油:上海:洋山石油-巴士拉轻油
|
||
2024-11-19 14:54:45,311 - my_logger - INFO - 跳过指标 库存期货:INE原油:上海:洋山石油-巴士拉轻油
|
||
2024-11-19 14:54:45,312 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中油湛江-卡塔尔海洋油
|
||
2024-11-19 14:54:45,312 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中油湛江-卡塔尔海洋油
|
||
2024-11-19 14:54:45,313 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中油湛江-阿曼原油
|
||
2024-11-19 14:54:45,313 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中油湛江-阿曼原油
|
||
2024-11-19 14:54:45,313 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中油湛江-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,313 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中油湛江-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,314 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中油湛江-巴士拉轻油
|
||
2024-11-19 14:54:45,314 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中油湛江-巴士拉轻油
|
||
2024-11-19 14:54:45,315 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中国石化湛江-巴士拉轻油(I级)
|
||
2024-11-19 14:54:45,315 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中国石化湛江-巴士拉轻油(I级)
|
||
2024-11-19 14:54:45,316 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中国石化湛江-卡塔尔海洋油
|
||
2024-11-19 14:54:45,316 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中国石化湛江-卡塔尔海洋油
|
||
2024-11-19 14:54:45,317 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中国石化湛江-上扎库姆原油
|
||
2024-11-19 14:54:45,317 - my_logger - INFO - 跳过指标 库存期货:INE原油:广东:中国石化湛江-上扎库姆原油
|
||
2024-11-19 14:54:45,318 - my_logger - INFO - 跳过指标 库存期货:INE原油:海南:中国石化海南-上扎库姆原油
|
||
2024-11-19 14:54:45,318 - my_logger - INFO - 跳过指标 库存期货:INE原油:海南:中国石化海南-上扎库姆原油
|
||
2024-11-19 14:54:45,319 - my_logger - INFO - 跳过指标 库存期货:INE原油:海南:中国石化海南-阿曼原油
|
||
2024-11-19 14:54:45,319 - my_logger - INFO - 跳过指标 库存期货:INE原油:海南:中国石化海南-阿曼原油
|
||
2024-11-19 14:54:45,320 - my_logger - INFO - 跳过指标 库存期货:INE原油:河北:中国石化曹妃甸-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,320 - my_logger - INFO - 跳过指标 库存期货:INE原油:河北:中国石化曹妃甸-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,321 - my_logger - INFO - 跳过指标 库存期货:INE原油:河北:中国石化曹妃甸-巴士拉轻油
|
||
2024-11-19 14:54:45,321 - my_logger - INFO - 跳过指标 库存期货:INE原油:河北:中国石化曹妃甸-巴士拉轻油
|
||
2024-11-19 14:54:45,321 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:北方油品-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,321 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:北方油品-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,322 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连保税-上扎库姆原油
|
||
2024-11-19 14:54:45,322 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连保税-上扎库姆原油
|
||
2024-11-19 14:54:45,323 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连保税-巴士拉轻油(I级)
|
||
2024-11-19 14:54:45,323 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连保税-巴士拉轻油(I级)
|
||
2024-11-19 14:54:45,324 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连保税-阿曼原油
|
||
2024-11-19 14:54:45,324 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连保税-阿曼原油
|
||
2024-11-19 14:54:45,324 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连国际-巴士拉轻油(I级)
|
||
2024-11-19 14:54:45,324 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连国际-巴士拉轻油(I级)
|
||
2024-11-19 14:54:45,325 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连国际-阿曼原油
|
||
2024-11-19 14:54:45,325 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连国际-阿曼原油
|
||
2024-11-19 14:54:45,326 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连国际-上扎库姆原油
|
||
2024-11-19 14:54:45,326 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连国际-上扎库姆原油
|
||
2024-11-19 14:54:45,327 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连国际-迪拜原油
|
||
2024-11-19 14:54:45,327 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连国际-迪拜原油
|
||
2024-11-19 14:54:45,328 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油国际大连-迪拜原油
|
||
2024-11-19 14:54:45,328 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油国际大连-迪拜原油
|
||
2024-11-19 14:54:45,329 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油国际大连-阿曼原油
|
||
2024-11-19 14:54:45,329 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油国际大连-阿曼原油
|
||
2024-11-19 14:54:45,330 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油国际大连-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,330 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油国际大连-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,331 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油国际大连-上扎库姆原油
|
||
2024-11-19 14:54:45,331 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油国际大连-上扎库姆原油
|
||
2024-11-19 14:54:45,331 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油国际大连-巴士拉轻油
|
||
2024-11-19 14:54:45,331 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油国际大连-巴士拉轻油
|
||
2024-11-19 14:54:45,333 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,333 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连-巴士拉轻油(I 级)
|
||
2024-11-19 14:54:45,334 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连-阿曼原油
|
||
2024-11-19 14:54:45,334 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连-阿曼原油
|
||
2024-11-19 14:54:45,335 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连-上扎库姆原油
|
||
2024-11-19 14:54:45,335 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连-上扎库姆原油
|
||
2024-11-19 14:54:45,335 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连-巴士拉轻油
|
||
2024-11-19 14:54:45,335 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:中油大连-巴士拉轻油
|
||
2024-11-19 14:54:45,336 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:北方油品-巴士拉轻油
|
||
2024-11-19 14:54:45,336 - my_logger - INFO - 跳过指标 库存期货:INE原油:辽宁:北方油品-巴士拉轻油
|
||
2024-11-19 14:54:45,337 - my_logger - INFO - 跳过指标 Oman c1 * 汇率
|
||
2024-11-19 14:54:45,337 - my_logger - INFO - 跳过指标 Oman c1 * 汇率
|
||
2024-11-19 14:54:45,338 - my_logger - INFO - 跳过指标 SC c2-Oman c1*汇率
|
||
2024-11-19 14:54:45,338 - my_logger - INFO - 跳过指标 SC c2-Oman c1*汇率
|
||
2024-11-19 14:54:45,339 - my_logger - INFO - 跳过指标 SC c3-Oman c1*汇率
|
||
2024-11-19 14:54:45,339 - my_logger - INFO - 跳过指标 SC c3-Oman c1*汇率
|
||
2024-11-19 14:54:45,340 - my_logger - INFO - 跳过指标 INE SC主力合约价格
|
||
2024-11-19 14:54:45,340 - my_logger - INFO - 跳过指标 INE SC主力合约价格
|
||
2024-11-19 14:54:45,341 - my_logger - INFO - 跳过指标 SC主力-Brent主力*汇率
|
||
2024-11-19 14:54:45,341 - my_logger - INFO - 跳过指标 SC主力-Brent主力*汇率
|
||
2024-11-19 14:54:45,342 - my_logger - INFO - 跳过指标 Brent主力*汇率
|
||
2024-11-19 14:54:45,342 - my_logger - INFO - 跳过指标 Brent主力*汇率
|
||
2024-11-19 14:54:45,343 - my_logger - INFO - 跳过指标 SC c1日盘-Brent c1(15:00)*汇率
|
||
2024-11-19 14:54:45,343 - my_logger - INFO - 跳过指标 SC c1日盘-Brent c1(15:00)*汇率
|
||
2024-11-19 14:54:45,344 - my_logger - INFO - 跳过指标 SC c2日盘-Brent c1(15:00)*汇率
|
||
2024-11-19 14:54:45,344 - my_logger - INFO - 跳过指标 SC c2日盘-Brent c1(15:00)*汇率
|
||
2024-11-19 14:54:45,345 - my_logger - INFO - 跳过指标 SC c2日盘-Brent c2(15:00)*汇率
|
||
2024-11-19 14:54:45,345 - my_logger - INFO - 跳过指标 SC c2日盘-Brent c2(15:00)*汇率
|
||
2024-11-19 14:54:45,346 - my_logger - INFO - 跳过指标 EFS c1-c2
|
||
2024-11-19 14:54:45,346 - my_logger - INFO - 跳过指标 EFS c1-c2
|
||
2024-11-19 14:54:45,347 - my_logger - INFO - 跳过指标 TD3C 运费 c1-c2
|
||
2024-11-19 14:54:45,347 - my_logger - INFO - 跳过指标 TD3C 运费 c1-c2
|
||
2024-11-19 14:54:45,347 - my_logger - INFO - 跳过指标 SC理论估值-Dubai原油
|
||
2024-11-19 14:54:45,347 - my_logger - INFO - 跳过指标 SC理论估值-Dubai原油
|
||
2024-11-19 14:54:45,348 - my_logger - INFO - 跳过指标 SC c1夜盘-理论估值(Dubai)
|
||
2024-11-19 14:54:45,348 - my_logger - INFO - 跳过指标 SC c1夜盘-理论估值(Dubai)
|
||
2024-11-19 14:54:45,349 - my_logger - INFO - 跳过指标 SC c2夜盘-理论估值(Dubai)
|
||
2024-11-19 14:54:45,349 - my_logger - INFO - 跳过指标 SC c2夜盘-理论估值(Dubai)
|
||
2024-11-19 14:54:45,350 - my_logger - INFO - 跳过指标 SC c3夜盘-理论估值(Dubai)
|
||
2024-11-19 14:54:45,350 - my_logger - INFO - 跳过指标 SC c3夜盘-理论估值(Dubai)
|
||
2024-11-19 14:54:45,351 - my_logger - INFO - 跳过指标 DFL M1
|
||
2024-11-19 14:54:45,351 - my_logger - INFO - 跳过指标 DFL M1
|
||
2024-11-19 14:54:45,351 - my_logger - INFO - 跳过指标 DFL M2
|
||
2024-11-19 14:54:45,351 - my_logger - INFO - 跳过指标 DFL M2
|
||
2024-11-19 14:54:45,352 - my_logger - INFO - 跳过指标 CFD W1-Brent c1
|
||
2024-11-19 14:54:45,352 - my_logger - INFO - 跳过指标 CFD W1-Brent c1
|
||
2024-11-19 14:54:45,353 - my_logger - INFO - 跳过指标 SC c1-c2/7DMA
|
||
2024-11-19 14:54:45,353 - my_logger - INFO - 跳过指标 SC c1-c2/7DMA
|
||
2024-11-19 14:54:45,354 - my_logger - INFO - 跳过指标 SC主力-理论估值
|
||
2024-11-19 14:54:45,354 - my_logger - INFO - 跳过指标 SC主力-理论估值
|
||
2024-11-19 14:54:45,355 - my_logger - INFO - 跳过指标 美国柴油裂差-美国汽油裂差
|
||
2024-11-19 14:54:45,355 - my_logger - INFO - 跳过指标 美国柴油裂差-美国汽油裂差
|
||
2024-11-19 14:54:45,356 - my_logger - INFO - 跳过指标 B00.IPE结算价
|
||
2024-11-19 14:54:45,356 - my_logger - INFO - 跳过指标 B00.IPE结算价
|
||
2024-11-19 14:54:45,357 - my_logger - INFO - 跳过指标 B02.IPE结算价
|
||
2024-11-19 14:54:45,357 - my_logger - INFO - 跳过指标 B02.IPE结算价
|
||
2024-11-19 14:54:45,357 - my_logger - INFO - 跳过指标 Brent c1-c2 (结算)
|
||
2024-11-19 14:54:45,357 - my_logger - INFO - 跳过指标 Brent c1-c2 (结算)
|
||
2024-11-19 14:54:45,358 - my_logger - INFO - 跳过指标 SC c1夜盘-Brent c1 (结算)*汇率
|
||
2024-11-19 14:54:45,358 - my_logger - INFO - 跳过指标 SC c1夜盘-Brent c1 (结算)*汇率
|
||
2024-11-19 14:54:45,359 - my_logger - INFO - 跳过指标 SC c2夜盘-Brent c1 (结算)*汇率
|
||
2024-11-19 14:54:45,359 - my_logger - INFO - 跳过指标 SC c2夜盘-Brent c1 (结算)*汇率
|
||
2024-11-19 14:54:45,360 - my_logger - INFO - 跳过指标 SC c2夜盘-Brent c2 (结算)*汇率
|
||
2024-11-19 14:54:45,360 - my_logger - INFO - 跳过指标 SC c2夜盘-Brent c2 (结算)*汇率
|
||
2024-11-19 14:54:45,361 - my_logger - INFO - 跳过指标 SC c2-c3 (夜盘)
|
||
2024-11-19 14:54:45,361 - my_logger - INFO - 跳过指标 SC c2-c3 (夜盘)
|
||
2024-11-19 14:54:45,362 - my_logger - INFO - 跳过指标 B03.IPE结算价
|
||
2024-11-19 14:54:45,362 - my_logger - INFO - 跳过指标 B03.IPE结算价
|
||
2024-11-19 14:54:45,362 - my_logger - INFO - 跳过指标 B04.IPE结算价
|
||
2024-11-19 14:54:45,362 - my_logger - INFO - 跳过指标 B04.IPE结算价
|
||
2024-11-19 14:54:45,364 - my_logger - INFO - 跳过指标 B05.IPE结算价
|
||
2024-11-19 14:54:45,364 - my_logger - INFO - 跳过指标 B05.IPE结算价
|
||
2024-11-19 14:54:45,365 - my_logger - INFO - 跳过指标 B06.IPE结算价
|
||
2024-11-19 14:54:45,365 - my_logger - INFO - 跳过指标 B06.IPE结算价
|
||
2024-11-19 14:54:45,366 - my_logger - INFO - 跳过指标 Brent c2-c3 (结算)
|
||
2024-11-19 14:54:45,366 - my_logger - INFO - 跳过指标 Brent c2-c3 (结算)
|
||
2024-11-19 14:54:45,367 - my_logger - INFO - 跳过指标 WTI c2-c3
|
||
2024-11-19 14:54:45,367 - my_logger - INFO - 跳过指标 WTI c2-c3
|
||
2024-11-19 14:54:45,367 - my_logger - INFO - 跳过指标 Brent c2-c3
|
||
2024-11-19 14:54:45,367 - my_logger - INFO - 跳过指标 Brent c2-c3
|
||
2024-11-19 14:54:45,368 - my_logger - INFO - 跳过指标 SCc1夜盘收盘(日期调整)
|
||
2024-11-19 14:54:45,368 - my_logger - INFO - 跳过指标 SCc1夜盘收盘(日期调整)
|
||
2024-11-19 14:54:45,369 - my_logger - INFO - 跳过指标 SCc2夜盘收盘(日期调整)
|
||
2024-11-19 14:54:45,369 - my_logger - INFO - 跳过指标 SCc2夜盘收盘(日期调整)
|
||
2024-11-19 14:54:45,370 - my_logger - INFO - 跳过指标 SCc3夜盘收盘(日期调整)
|
||
2024-11-19 14:54:45,370 - my_logger - INFO - 跳过指标 SCc3夜盘收盘(日期调整)
|
||
2024-11-19 14:54:45,371 - my_logger - INFO - 跳过指标 SCc4夜盘收盘(日期调整)
|
||
2024-11-19 14:54:45,371 - my_logger - INFO - 跳过指标 SCc4夜盘收盘(日期调整)
|
||
2024-11-19 14:54:45,372 - my_logger - INFO - 跳过指标 SC c1夜盘-Brent c1 (结算B)*汇率
|
||
2024-11-19 14:54:45,372 - my_logger - INFO - 跳过指标 SC c1夜盘-Brent c1 (结算B)*汇率
|
||
2024-11-19 14:54:45,373 - my_logger - INFO - 跳过指标 SC c2夜盘-Brent c1 (结算B)*汇率
|
||
2024-11-19 14:54:45,373 - my_logger - INFO - 跳过指标 SC c2夜盘-Brent c1 (结算B)*汇率
|
||
2024-11-19 14:54:45,373 - my_logger - INFO - 跳过指标 SC c2夜盘-Brent c2 (结算B)*汇率
|
||
2024-11-19 14:54:45,373 - my_logger - INFO - 跳过指标 SC c2夜盘-Brent c2 (结算B)*汇率
|
||
2024-11-19 14:54:45,375 - my_logger - INFO - 跳过指标 Brent c1-c2 (结算B)
|
||
2024-11-19 14:54:45,375 - my_logger - INFO - 跳过指标 Brent c1-c2 (结算B)
|
||
2024-11-19 14:54:45,375 - my_logger - INFO - 跳过指标 Brent c2-c3 (结算B)
|
||
2024-11-19 14:54:45,375 - my_logger - INFO - 跳过指标 Brent c2-c3 (结算B)
|
||
2024-11-19 14:54:45,376 - my_logger - INFO - 跳过指标 WTI c1-c2 (结算B)
|
||
2024-11-19 14:54:45,376 - my_logger - INFO - 跳过指标 WTI c1-c2 (结算B)
|
||
2024-11-19 14:54:45,377 - my_logger - INFO - 跳过指标 WTI c2-c3 (结算B)
|
||
2024-11-19 14:54:45,377 - my_logger - INFO - 跳过指标 WTI c2-c3 (结算B)
|
||
2024-11-19 14:54:45,378 - my_logger - INFO - 跳过指标 DME Oman c1 02:30收盘价预估
|
||
2024-11-19 14:54:45,378 - my_logger - INFO - 跳过指标 DME Oman c1 02:30收盘价预估
|
||
2024-11-19 14:54:45,379 - my_logger - INFO - 跳过指标 DME Oman c2 02:30收盘价预估
|
||
2024-11-19 14:54:45,379 - my_logger - INFO - 跳过指标 DME Oman c2 02:30收盘价预估
|
||
2024-11-19 14:54:45,379 - my_logger - INFO - 跳过指标 阿曼原油 (湛江交割) 到岸入库成本(Oman c1预估)
|
||
2024-11-19 14:54:45,379 - my_logger - INFO - 跳过指标 阿曼原油 (湛江交割) 到岸入库成本(Oman c1预估)
|
||
2024-11-19 14:54:45,380 - my_logger - INFO - 跳过指标 SC c2夜盘-阿曼入库湛江成本(Oman c1预估)
|
||
2024-11-19 14:54:45,380 - my_logger - INFO - 跳过指标 SC c2夜盘-阿曼入库湛江成本(Oman c1预估)
|
||
2024-11-19 14:54:45,381 - my_logger - INFO - 跳过指标 SC c3夜盘-阿曼入库湛江成本(Oman c1预估)
|
||
2024-11-19 14:54:45,381 - my_logger - INFO - 跳过指标 SC c3夜盘-阿曼入库湛江成本(Oman c1预估)
|
||
2024-11-19 14:54:45,382 - my_logger - INFO - 跳过指标 EFS c2 15:00收盘价
|
||
2024-11-19 14:54:45,382 - my_logger - INFO - 跳过指标 EFS c2 15:00收盘价
|
||
2024-11-19 14:54:45,383 - my_logger - INFO - 跳过指标 Brent c1 15:00收盘价
|
||
2024-11-19 14:54:45,383 - my_logger - INFO - 跳过指标 Brent c1 15:00收盘价
|
||
2024-11-19 14:54:45,383 - my_logger - INFO - 跳过指标 EFS c1 15:00收盘价
|
||
2024-11-19 14:54:45,383 - my_logger - INFO - 跳过指标 EFS c1 15:00收盘价
|
||
2024-11-19 14:54:45,384 - my_logger - INFO - 跳过指标 Brent c2 15:00收盘价
|
||
2024-11-19 14:54:45,384 - my_logger - INFO - 跳过指标 Brent c2 15:00收盘价
|
||
2024-11-19 14:54:45,385 - my_logger - INFO - 跳过指标 Brent连1合约价格/12DMA
|
||
2024-11-19 14:54:45,385 - my_logger - INFO - 跳过指标 Brent连1合约价格/12DMA
|
||
2024-11-19 14:57:17,603 - my_logger - INFO - 从eta获取数据...
|
||
2024-11-19 14:57:17,603 - my_logger - INFO - 从eta获取数据...
|
||
2024-11-19 14:58:02,239 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和
|
||
2024-11-19 14:58:02,239 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和
|
||
2024-11-19 14:58:02,240 - my_logger - INFO - 跳过指标 PP2409前20多单量
|
||
2024-11-19 14:58:02,240 - my_logger - INFO - 跳过指标 PP2409前20多单量
|
||
2024-11-19 14:58:02,241 - my_logger - INFO - 跳过指标 PP2409前20空单量
|
||
2024-11-19 14:58:02,241 - my_logger - INFO - 跳过指标 PP2409前20空单量
|
||
2024-11-19 14:58:23,948 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
|
||
2024-11-19 14:58:23,948 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
|
||
2024-11-19 14:58:23,949 - my_logger - INFO - lmcads03 lme comdty
|
||
2024-11-19 14:58:23,949 - my_logger - INFO - lmcads03 lme comdty
|
||
2024-11-19 14:58:24,341 - my_logger - INFO - GC1 COMB Comdty
|
||
2024-11-19 14:58:24,341 - my_logger - INFO - GC1 COMB Comdty
|
||
2024-11-19 14:58:24,974 - my_logger - INFO - C2404171822
|
||
2024-11-19 14:58:24,974 - my_logger - INFO - C2404171822
|
||
2024-11-19 14:58:25,813 - my_logger - INFO - dxy curncy
|
||
2024-11-19 14:58:25,813 - my_logger - INFO - dxy curncy
|
||
2024-11-19 14:58:26,419 - my_logger - INFO - S5443199
|
||
2024-11-19 14:58:26,419 - my_logger - INFO - S5443199
|
||
2024-11-19 14:58:26,746 - my_logger - INFO - S5479800
|
||
2024-11-19 14:58:26,746 - my_logger - INFO - S5479800
|
||
2024-11-19 14:58:27,028 - my_logger - INFO - S5443108
|
||
2024-11-19 14:58:27,028 - my_logger - INFO - S5443108
|
||
2024-11-19 14:58:27,362 - my_logger - INFO - H7358586
|
||
2024-11-19 14:58:27,362 - my_logger - INFO - H7358586
|
||
2024-11-19 14:58:27,554 - my_logger - INFO - LC3FM1 INDEX
|
||
2024-11-19 14:58:27,554 - my_logger - INFO - LC3FM1 INDEX
|
||
2024-11-19 14:58:27,839 - my_logger - INFO - CNY REGN Curncy
|
||
2024-11-19 14:58:27,839 - my_logger - INFO - CNY REGN Curncy
|
||
2024-11-19 14:58:28,740 - my_logger - INFO - s0105897
|
||
2024-11-19 14:58:28,740 - my_logger - INFO - s0105897
|
||
2024-11-19 14:58:29,213 - my_logger - INFO - M0067419
|
||
2024-11-19 14:58:29,213 - my_logger - INFO - M0067419
|
||
2024-11-19 14:58:29,626 - my_logger - INFO - M0066351
|
||
2024-11-19 14:58:29,626 - my_logger - INFO - M0066351
|
||
2024-11-19 14:58:30,025 - my_logger - INFO - S0266372
|
||
2024-11-19 14:58:30,025 - my_logger - INFO - S0266372
|
||
2024-11-19 14:58:30,363 - my_logger - INFO - S0266438
|
||
2024-11-19 14:58:30,363 - my_logger - INFO - S0266438
|
||
2024-11-19 14:58:30,707 - my_logger - INFO - S0266506
|
||
2024-11-19 14:58:30,707 - my_logger - INFO - S0266506
|
||
2024-11-19 14:58:31,055 - my_logger - INFO - date PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） 华东聚丙烯基差（折盘面收盘价） ... PVC期货主力 PE期货收盘价 PP连续-1月 PP连续-5月 PP连续-9月
|
||
6821 2024-11-19 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN
|
||
950 2024-11-18 NaN NaN NaN NaN ... 5284.0 NaN NaN NaN NaN
|
||
6555 2024-11-17 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN
|
||
6556 2024-11-16 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN
|
||
951 2024-11-15 NaN NaN NaN NaN ... 5282.0 NaN NaN NaN NaN
|
||
|
||
[5 rows x 357 columns]
|
||
2024-11-19 14:58:31,055 - my_logger - INFO - date PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） 华东聚丙烯基差（折盘面收盘价） ... PVC期货主力 PE期货收盘价 PP连续-1月 PP连续-5月 PP连续-9月
|
||
6821 2024-11-19 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN
|
||
950 2024-11-18 NaN NaN NaN NaN ... 5284.0 NaN NaN NaN NaN
|
||
6555 2024-11-17 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN
|
||
6556 2024-11-16 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN
|
||
951 2024-11-15 NaN NaN NaN NaN ... 5282.0 NaN NaN NaN NaN
|
||
|
||
[5 rows x 357 columns]
|
||
2024-11-19 14:59:27,627 - my_logger - INFO - 删除两月不更新特征前数据量：(2515, 354)
|
||
2024-11-19 14:59:27,627 - my_logger - INFO - 删除两月不更新特征前数据量：(2515, 354)
|
||
2024-11-19 14:59:28,026 - my_logger - INFO - 删除两月不更新特征后数据量：(2515, 315)
|
||
2024-11-19 14:59:28,026 - my_logger - INFO - 删除两月不更新特征后数据量：(2515, 315)
|
||
2024-11-19 14:59:28,029 - my_logger - INFO - 删除预测列为空值的行后数据量：(771, 315)
|
||
2024-11-19 14:59:28,029 - my_logger - INFO - 删除预测列为空值的行后数据量：(771, 315)
|
||
2024-11-19 14:59:28,031 - my_logger - INFO - 删除全为空值的列后数据量：(771, 315)
|
||
2024-11-19 14:59:28,031 - my_logger - INFO - 删除全为空值的列后数据量：(771, 315)
|
||
2024-11-19 14:59:29,823 - my_logger - INFO - 日度(220) 周度(93) 84天(1)
|
||
0 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜
|
||
1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周）
|
||
2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周）
|
||
3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周）
|
||
4 煤制聚丙烯利润 PP看空情绪指数环差
|
||
.. ... ... ...
|
||
215 PE期货收盘价
|
||
216 PP连续-1月
|
||
217 PP连续-5月
|
||
218 PP连续-9月
|
||
219 y
|
||
|
||
[220 rows x 3 columns]
|
||
2024-11-19 14:59:29,823 - my_logger - INFO - 日度(220) 周度(93) 84天(1)
|
||
0 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜
|
||
1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周）
|
||
2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周）
|
||
3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周）
|
||
4 煤制聚丙烯利润 PP看空情绪指数环差
|
||
.. ... ... ...
|
||
215 PE期货收盘价
|
||
216 PP连续-1月
|
||
217 PP连续-5月
|
||
218 PP连续-9月
|
||
219 y
|
||
|
||
[220 rows x 3 columns]
|
||
2024-11-19 14:59:29,846 - my_logger - INFO - 特征信息：总共有312个,日度(220),周度(93),84天(1), 详看 附1、特征列表
|
||
数据特征工程：
|
||
1. 数据日期排序，新日期在最后
|
||
2. 删除空列，特征数据列没有值，就删除
|
||
3. 删除近两月不再更新值的指标
|
||
4. 非日度数据填充为日度数据，填充规则：
|
||
-- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
|
||
-- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
|
||
数据特征相关性分析：
|
||
|
||
2024-11-19 14:59:29,846 - my_logger - INFO - 特征信息：总共有312个,日度(220),周度(93),84天(1), 详看 附1、特征列表
|
||
数据特征工程：
|
||
1. 数据日期排序，新日期在最后
|
||
2. 删除空列，特征数据列没有值，就删除
|
||
3. 删除近两月不再更新值的指标
|
||
4. 非日度数据填充为日度数据，填充规则：
|
||
-- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
|
||
-- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
|
||
数据特征相关性分析：
|
||
|
||
2024-11-19 14:59:29,848 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-19 14:59:29,848 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-19 14:59:30,474 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '7363.333333333333' WHERE ds = '2024-11-18 00:00:00'
|
||
2024-11-19 14:59:30,474 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '7363.333333333333' WHERE ds = '2024-11-18 00:00:00'
|
||
2024-11-19 14:59:30,485 - my_logger - INFO - 开始训练模型...
|
||
2024-11-19 14:59:30,485 - my_logger - INFO - 开始训练模型...
|
||
2024-11-19 14:59:30,496 - my_logger - INFO - Training set head:
|
||
2024-11-19 14:59:30,496 - my_logger - INFO - Training set head:
|
||
2024-11-19 14:59:30,497 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） ... is_quarter_end is_year_start is_year_end unique_id
|
||
738 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1
|
||
737 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1
|
||
736 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1
|
||
735 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1
|
||
734 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 330 columns]
|
||
2024-11-19 14:59:30,497 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） ... is_quarter_end is_year_start is_year_end unique_id
|
||
738 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1
|
||
737 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1
|
||
736 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1
|
||
735 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1
|
||
734 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 330 columns]
|
||
2024-11-19 14:59:31,039 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-11-19 14:59:31,039 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-11-19 14:59:31,040 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） ... is_quarter_end is_year_start is_year_end unique_id
|
||
588 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1
|
||
587 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1
|
||
586 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1
|
||
585 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1
|
||
584 2022-06-08 688.8880 -25.0 -165.0 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 330 columns]
|
||
2024-11-19 14:59:31,040 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） ... is_quarter_end is_year_start is_year_end unique_id
|
||
588 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1
|
||
587 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1
|
||
586 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1
|
||
585 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1
|
||
584 2022-06-08 688.8880 -25.0 -165.0 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 330 columns]
|
||
2024-11-19 15:07:12,894 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 15:07:12,894 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 15:07:12,903 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 15:07:12,903 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 15:07:18,511 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 15:07:18,511 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 15:07:18,513 - my_logger - INFO - 制作报告ing
|
||
2024-11-19 15:07:18,513 - my_logger - INFO - 制作报告ing
|
||
2024-11-19 15:07:18,700 - my_logger - INFO - 开始绘制价差类指标的相关性直方图
|
||
2024-11-19 15:07:18,700 - my_logger - INFO - 开始绘制价差类指标的相关性直方图
|
||
2024-11-19 15:07:20,443 - my_logger - INFO - 价差类指标的相关性总和为：11.045084254496823
|
||
2024-11-19 15:07:20,443 - my_logger - INFO - 价差类指标的相关性总和为：11.045084254496823
|
||
2024-11-19 15:07:20,445 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-11-19 15:07:20,445 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-11-19 15:07:22,200 - my_logger - INFO - 价格类指标的相关性总和为：91.9826336555467
|
||
2024-11-19 15:07:22,200 - my_logger - INFO - 价格类指标的相关性总和为：91.9826336555467
|
||
2024-11-19 15:07:22,202 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-11-19 15:07:22,202 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-11-19 15:07:23,894 - my_logger - INFO - 供应类指标的相关性总和为：19.676577761750373
|
||
2024-11-19 15:07:23,894 - my_logger - INFO - 供应类指标的相关性总和为：19.676577761750373
|
||
2024-11-19 15:07:23,895 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-11-19 15:07:23,895 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-11-19 15:07:25,555 - my_logger - INFO - 其他类指标的相关性总和为：12.061155519572203
|
||
2024-11-19 15:07:25,555 - my_logger - INFO - 其他类指标的相关性总和为：12.061155519572203
|
||
2024-11-19 15:07:25,557 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-11-19 15:07:25,557 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-11-19 15:07:37,811 - my_logger - INFO - 库存类指标的相关性总和为：11.265124823866078
|
||
2024-11-19 15:07:37,811 - my_logger - INFO - 库存类指标的相关性总和为：11.265124823866078
|
||
2024-11-19 15:07:37,813 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-11-19 15:07:37,813 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-11-19 15:07:38,291 - my_logger - INFO - 进出口类指标的相关性总和为：1.621285695326623
|
||
2024-11-19 15:07:38,291 - my_logger - INFO - 进出口类指标的相关性总和为：1.621285695326623
|
||
2024-11-19 15:07:38,292 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-11-19 15:07:38,292 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-11-19 15:07:39,498 - my_logger - INFO - 需求类指标的相关性总和为：6.76636659497056
|
||
2024-11-19 15:07:39,498 - my_logger - INFO - 需求类指标的相关性总和为：6.76636659497056
|
||
2024-11-19 15:07:39,500 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-11-19 15:07:39,500 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-11-19 15:07:39,804 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-11-19 15:07:39,804 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-11-19 15:07:42,813 - my_logger - INFO - 制作报告end
|
||
2024-11-19 15:07:42,813 - my_logger - INFO - 制作报告end
|
||
2024-11-19 15:07:42,814 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 15:07:42,814 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 15:45:55,697 - my_logger - INFO - 从eta获取数据...
|
||
2024-11-19 15:45:55,697 - my_logger - INFO - 从eta获取数据...
|
||
2024-11-19 15:50:14,541 - my_logger - INFO - 从eta获取数据...
|
||
2024-11-19 15:50:14,541 - my_logger - INFO - 从eta获取数据...
|
||
2024-11-19 15:51:02,372 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和
|
||
2024-11-19 15:51:02,372 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和
|
||
2024-11-19 15:51:02,373 - my_logger - INFO - 跳过指标 PP2409前20多单量
|
||
2024-11-19 15:51:02,373 - my_logger - INFO - 跳过指标 PP2409前20多单量
|
||
2024-11-19 15:51:02,374 - my_logger - INFO - 跳过指标 PP2409前20空单量
|
||
2024-11-19 15:51:02,374 - my_logger - INFO - 跳过指标 PP2409前20空单量
|
||
2024-11-19 15:51:24,756 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
|
||
2024-11-19 15:51:24,756 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
|
||
2024-11-19 15:51:24,757 - my_logger - INFO - lmcads03 lme comdty
|
||
2024-11-19 15:51:24,757 - my_logger - INFO - lmcads03 lme comdty
|
||
2024-11-19 15:51:25,159 - my_logger - INFO - GC1 COMB Comdty
|
||
2024-11-19 15:51:25,159 - my_logger - INFO - GC1 COMB Comdty
|
||
2024-11-19 15:51:25,807 - my_logger - INFO - C2404171822
|
||
2024-11-19 15:51:25,807 - my_logger - INFO - C2404171822
|
||
2024-11-19 15:51:26,551 - my_logger - INFO - dxy curncy
|
||
2024-11-19 15:51:26,551 - my_logger - INFO - dxy curncy
|
||
2024-11-19 15:51:27,196 - my_logger - INFO - S5443199
|
||
2024-11-19 15:51:27,196 - my_logger - INFO - S5443199
|
||
2024-11-19 15:51:27,520 - my_logger - INFO - S5479800
|
||
2024-11-19 15:51:27,520 - my_logger - INFO - S5479800
|
||
2024-11-19 15:51:27,808 - my_logger - INFO - S5443108
|
||
2024-11-19 15:51:27,808 - my_logger - INFO - S5443108
|
||
2024-11-19 15:51:28,161 - my_logger - INFO - H7358586
|
||
2024-11-19 15:51:28,161 - my_logger - INFO - H7358586
|
||
2024-11-19 15:51:28,355 - my_logger - INFO - LC3FM1 INDEX
|
||
2024-11-19 15:51:28,355 - my_logger - INFO - LC3FM1 INDEX
|
||
2024-11-19 15:51:28,658 - my_logger - INFO - CNY REGN Curncy
|
||
2024-11-19 15:51:28,658 - my_logger - INFO - CNY REGN Curncy
|
||
2024-11-19 15:51:29,636 - my_logger - INFO - s0105897
|
||
2024-11-19 15:51:29,636 - my_logger - INFO - s0105897
|
||
2024-11-19 15:51:30,099 - my_logger - INFO - M0067419
|
||
2024-11-19 15:51:30,099 - my_logger - INFO - M0067419
|
||
2024-11-19 15:51:30,566 - my_logger - INFO - M0066351
|
||
2024-11-19 15:51:30,566 - my_logger - INFO - M0066351
|
||
2024-11-19 15:51:31,003 - my_logger - INFO - S0266372
|
||
2024-11-19 15:51:31,003 - my_logger - INFO - S0266372
|
||
2024-11-19 15:51:31,331 - my_logger - INFO - S0266438
|
||
2024-11-19 15:51:31,331 - my_logger - INFO - S0266438
|
||
2024-11-19 15:51:31,633 - my_logger - INFO - S0266506
|
||
2024-11-19 15:51:31,633 - my_logger - INFO - S0266506
|
||
2024-11-19 15:51:32,006 - my_logger - INFO - date PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） 华东聚丙烯基差（折盘面收盘价） ... PVC期货主力 PE期货收盘价 PP连续-1月 PP连续-5月 PP连续-9月
|
||
6821 2024-11-19 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN
|
||
950 2024-11-18 NaN NaN NaN NaN ... 5284.0 NaN NaN NaN NaN
|
||
6555 2024-11-17 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN
|
||
6556 2024-11-16 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN
|
||
951 2024-11-15 NaN NaN NaN NaN ... 5282.0 NaN NaN NaN NaN
|
||
|
||
[5 rows x 357 columns]
|
||
2024-11-19 15:51:32,006 - my_logger - INFO - date PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） 华东聚丙烯基差（折盘面收盘价） ... PVC期货主力 PE期货收盘价 PP连续-1月 PP连续-5月 PP连续-9月
|
||
6821 2024-11-19 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN
|
||
950 2024-11-18 NaN NaN NaN NaN ... 5284.0 NaN NaN NaN NaN
|
||
6555 2024-11-17 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN
|
||
6556 2024-11-16 NaN NaN NaN NaN ... NaN NaN NaN NaN NaN
|
||
951 2024-11-15 NaN NaN NaN NaN ... 5282.0 NaN NaN NaN NaN
|
||
|
||
[5 rows x 357 columns]
|
||
2024-11-19 15:52:31,116 - my_logger - INFO - 删除两月不更新特征前数据量：(2515, 354)
|
||
2024-11-19 15:52:31,116 - my_logger - INFO - 删除两月不更新特征前数据量：(2515, 354)
|
||
2024-11-19 15:52:31,520 - my_logger - INFO - 删除两月不更新特征后数据量：(2515, 315)
|
||
2024-11-19 15:52:31,520 - my_logger - INFO - 删除两月不更新特征后数据量：(2515, 315)
|
||
2024-11-19 15:52:31,523 - my_logger - INFO - 删除预测列为空值的行后数据量：(771, 315)
|
||
2024-11-19 15:52:31,523 - my_logger - INFO - 删除预测列为空值的行后数据量：(771, 315)
|
||
2024-11-19 15:52:31,525 - my_logger - INFO - 删除全为空值的列后数据量：(771, 315)
|
||
2024-11-19 15:52:31,525 - my_logger - INFO - 删除全为空值的列后数据量：(771, 315)
|
||
2024-11-19 15:52:33,270 - my_logger - INFO - 日度(219) 周度(94) 119天(1)
|
||
0 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜
|
||
1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周）
|
||
2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周）
|
||
3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周）
|
||
4 煤制聚丙烯利润 PP看空情绪指数环差
|
||
.. ... ... ...
|
||
214 PE期货收盘价
|
||
215 PP连续-1月
|
||
216 PP连续-5月
|
||
217 PP连续-9月
|
||
218 y
|
||
|
||
[219 rows x 3 columns]
|
||
2024-11-19 15:52:33,270 - my_logger - INFO - 日度(219) 周度(94) 119天(1)
|
||
0 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜
|
||
1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周）
|
||
2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周）
|
||
3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周）
|
||
4 煤制聚丙烯利润 PP看空情绪指数环差
|
||
.. ... ... ...
|
||
214 PE期货收盘价
|
||
215 PP连续-1月
|
||
216 PP连续-5月
|
||
217 PP连续-9月
|
||
218 y
|
||
|
||
[219 rows x 3 columns]
|
||
2024-11-19 15:52:33,293 - my_logger - INFO - 特征信息：总共有312个,日度(219),周度(94),119天(1), 详看 附1、特征列表
|
||
数据特征工程：
|
||
1. 数据日期排序，新日期在最后
|
||
2. 删除空列，特征数据列没有值，就删除
|
||
3. 删除近两月不再更新值的指标
|
||
4. 非日度数据填充为日度数据，填充规则：
|
||
-- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
|
||
-- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
|
||
数据特征相关性分析：
|
||
|
||
2024-11-19 15:52:33,293 - my_logger - INFO - 特征信息：总共有312个,日度(219),周度(94),119天(1), 详看 附1、特征列表
|
||
数据特征工程：
|
||
1. 数据日期排序，新日期在最后
|
||
2. 删除空列，特征数据列没有值，就删除
|
||
3. 删除近两月不再更新值的指标
|
||
4. 非日度数据填充为日度数据，填充规则：
|
||
-- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
|
||
-- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
|
||
数据特征相关性分析：
|
||
|
||
2024-11-19 15:52:33,296 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-19 15:52:33,296 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-19 15:52:34,153 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '7363.333333333333' WHERE ds = '2024-11-18 00:00:00'
|
||
2024-11-19 15:52:34,153 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '7363.333333333333' WHERE ds = '2024-11-18 00:00:00'
|
||
2024-11-19 15:52:34,156 - my_logger - INFO - 开始训练模型...
|
||
2024-11-19 15:52:34,156 - my_logger - INFO - 开始训练模型...
|
||
2024-11-19 15:52:34,168 - my_logger - INFO - Training set head:
|
||
2024-11-19 15:52:34,168 - my_logger - INFO - Training set head:
|
||
2024-11-19 15:52:34,169 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） ... is_quarter_end is_year_start is_year_end unique_id
|
||
738 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1
|
||
737 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1
|
||
736 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1
|
||
735 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1
|
||
734 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 330 columns]
|
||
2024-11-19 15:52:34,169 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） ... is_quarter_end is_year_start is_year_end unique_id
|
||
738 2021-10-19 -165.5689 57.0 -93.0 ... 0.0 0.0 0.0 1
|
||
737 2021-10-20 -165.5689 198.0 48.0 ... 0.0 0.0 0.0 1
|
||
736 2021-10-21 -165.5689 215.0 -75.0 ... 0.0 0.0 0.0 1
|
||
735 2021-10-22 -165.5689 177.0 -63.0 ... 0.0 0.0 0.0 1
|
||
734 2021-10-25 -165.5689 298.0 -2.0 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 330 columns]
|
||
2024-11-19 15:52:34,754 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-11-19 15:52:34,754 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-11-19 15:52:34,755 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） ... is_quarter_end is_year_start is_year_end unique_id
|
||
588 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1
|
||
587 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1
|
||
586 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1
|
||
585 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1
|
||
584 2022-06-08 688.8880 -25.0 -165.0 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 330 columns]
|
||
2024-11-19 15:52:34,755 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） ... is_quarter_end is_year_start is_year_end unique_id
|
||
588 2022-06-01 621.7030 22.0 -178.0 ... 0.0 0.0 0.0 1
|
||
587 2022-06-02 552.9803 40.0 -160.0 ... 0.0 0.0 0.0 1
|
||
586 2022-06-06 603.3724 74.0 -96.0 ... 0.0 0.0 0.0 1
|
||
585 2022-06-07 637.3217 65.0 -105.0 ... 0.0 0.0 0.0 1
|
||
584 2022-06-08 688.8880 -25.0 -165.0 ... 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 330 columns]
|
||
2024-11-19 17:01:16,617 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx
|
||
2024-11-19 17:01:16,617 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx
|
||
2024-11-19 17:01:16,619 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date
|
||
2024-11-19 17:01:16,619 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date
|
||
2024-11-19 17:01:46,348 - my_logger - INFO - Column PP主力收盘价拟合残差/丙烷 CP M1 was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,348 - my_logger - INFO - Column PP主力收盘价拟合残差/丙烷 CP M1 was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,351 - my_logger - INFO - Column 华南聚丙烯基差（折盘面收盘价） was last updated at 2024-10-24
|
||
2024-11-19 17:01:46,351 - my_logger - INFO - Column 华南聚丙烯基差（折盘面收盘价） was last updated at 2024-10-24
|
||
2024-11-19 17:01:46,353 - my_logger - INFO - Column 华北聚丙烯基差（折盘面收盘价） was last updated at 2024-10-24
|
||
2024-11-19 17:01:46,353 - my_logger - INFO - Column 华北聚丙烯基差（折盘面收盘价） was last updated at 2024-10-24
|
||
2024-11-19 17:01:46,356 - my_logger - INFO - Column 华东聚丙烯基差（折盘面收盘价） was last updated at 2024-10-24
|
||
2024-11-19 17:01:46,356 - my_logger - INFO - Column 华东聚丙烯基差（折盘面收盘价） was last updated at 2024-10-24
|
||
2024-11-19 17:01:46,358 - my_logger - INFO - Column 聚丙烯品类价差：共聚与拉丝（华东） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,358 - my_logger - INFO - Column 聚丙烯品类价差：共聚与拉丝（华东） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,361 - my_logger - INFO - Column 煤制聚丙烯利润 was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,361 - my_logger - INFO - Column 煤制聚丙烯利润 was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,364 - my_logger - INFO - Column PP粉料（山东）/拼接 was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,364 - my_logger - INFO - Column PP粉料（山东）/拼接 was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,367 - my_logger - INFO - Column BOPP：成本：中国（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:46,367 - my_logger - INFO - Column BOPP：成本：中国（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:46,370 - my_logger - INFO - Column PP无纺布生产成本（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:46,370 - my_logger - INFO - Column PP无纺布生产成本（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:46,372 - my_logger - INFO - Column CPP薄膜成本（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:46,372 - my_logger - INFO - Column CPP薄膜成本（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:46,376 - my_logger - INFO - Column PE注塑开工率/周 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,376 - my_logger - INFO - Column PE注塑开工率/周 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,379 - my_logger - INFO - Column PET瓶片：利润：中国（日）7DMA was last updated at 2024-11-14
|
||
2024-11-19 17:01:46,379 - my_logger - INFO - Column PET瓶片：利润：中国（日）7DMA was last updated at 2024-11-14
|
||
2024-11-19 17:01:46,382 - my_logger - INFO - Column PP：看跌比例：中国（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,382 - my_logger - INFO - Column PP：看跌比例：中国（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,384 - my_logger - INFO - Column PP：看平比例：中国（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,384 - my_logger - INFO - Column PP：看平比例：中国（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,387 - my_logger - INFO - Column PP：看升比例：中国（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,387 - my_logger - INFO - Column PP：看升比例：中国（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,389 - my_logger - INFO - Column PP看空情绪指数环差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,389 - my_logger - INFO - Column PP看空情绪指数环差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,391 - my_logger - INFO - Column PP多空情绪强弱指数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,391 - my_logger - INFO - Column PP多空情绪强弱指数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,394 - my_logger - INFO - Column 再生PP市场价/山东（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:46,394 - my_logger - INFO - Column 再生PP市场价/山东（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:46,397 - my_logger - INFO - Column 印度粉矿：57%Fe：品牌价格：青岛港 was last updated at 2024-11-14
|
||
2024-11-19 17:01:46,397 - my_logger - INFO - Column 印度粉矿：57%Fe：品牌价格：青岛港 was last updated at 2024-11-14
|
||
2024-11-19 17:01:46,399 - my_logger - INFO - Column 美国-中国PS（GPPS）价差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,399 - my_logger - INFO - Column 美国-中国PS（GPPS）价差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,401 - my_logger - INFO - Column 塑编产成品库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,401 - my_logger - INFO - Column 塑编产成品库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,404 - my_logger - INFO - Column 塑编订单天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,404 - my_logger - INFO - Column 塑编订单天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,407 - my_logger - INFO - Column 塑编产成品库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,407 - my_logger - INFO - Column 塑编产成品库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,410 - my_logger - INFO - Column 塑编原材料库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,410 - my_logger - INFO - Column 塑编原材料库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,412 - my_logger - INFO - Column 塑编整体开工率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,412 - my_logger - INFO - Column 塑编整体开工率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,414 - my_logger - INFO - Column PP管材开工率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,414 - my_logger - INFO - Column PP管材开工率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,416 - my_logger - INFO - Column PP无纺布开工率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,416 - my_logger - INFO - Column PP无纺布开工率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,418 - my_logger - INFO - Column BOPP开工率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,418 - my_logger - INFO - Column BOPP开工率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,421 - my_logger - INFO - Column 中国PP无纺布原料库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,421 - my_logger - INFO - Column 中国PP无纺布原料库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,424 - my_logger - INFO - Column 中国PP无纺布原料库存量 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,424 - my_logger - INFO - Column 中国PP无纺布原料库存量 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,427 - my_logger - INFO - Column 中国PP无纺布成品库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,427 - my_logger - INFO - Column 中国PP无纺布成品库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,429 - my_logger - INFO - Column PP拉丝国内现货价格 was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,429 - my_logger - INFO - Column PP拉丝国内现货价格 was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,433 - my_logger - INFO - Column PP主力收盘价 was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,433 - my_logger - INFO - Column PP主力收盘价 was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,435 - my_logger - INFO - Column PP粉料（山东） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,435 - my_logger - INFO - Column PP粉料（山东） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,438 - my_logger - INFO - Column PP：拉丝：S1003：市场主流价：常州：国能榆林化工（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,438 - my_logger - INFO - Column PP：拉丝：S1003：市场主流价：常州：国能榆林化工（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,440 - my_logger - INFO - Column PP：拉丝：S1003：市场主流价：东莞：宝丰能源（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,440 - my_logger - INFO - Column PP：拉丝：S1003：市场主流价：东莞：宝丰能源（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,442 - my_logger - INFO - Column PP：低熔共聚：K8003：自提价：广州：宝丰能源（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,442 - my_logger - INFO - Column PP：低熔共聚：K8003：自提价：广州：宝丰能源（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,444 - my_logger - INFO - Column PP：低熔共聚：K8003：市场价：顺德区：东华能源（宁波）（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,444 - my_logger - INFO - Column PP：低熔共聚：K8003：市场价：顺德区：东华能源（宁波）（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,447 - my_logger - INFO - Column PP：低熔共聚：K8003：自提价：宁波：国能榆林化工（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,447 - my_logger - INFO - Column PP：低熔共聚：K8003：自提价：宁波：国能榆林化工（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,448 - my_logger - INFO - Column PP：薄壁注塑：HP648T：市场价：临沂：万华化学（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,448 - my_logger - INFO - Column PP：薄壁注塑：HP648T：市场价：临沂：万华化学（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,450 - my_logger - INFO - Column PP：拉丝：1102K：市场价：临沂：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,450 - my_logger - INFO - Column PP：拉丝：1102K：市场价：临沂：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,452 - my_logger - INFO - Column PP：拉丝：1102K：市场价：青州：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,452 - my_logger - INFO - Column PP：拉丝：1102K：市场价：青州：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,455 - my_logger - INFO - Column PP：透明：M26ET：出厂价：华东地区：镇海炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,455 - my_logger - INFO - Column PP：透明：M26ET：出厂价：华东地区：镇海炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,457 - my_logger - INFO - Column PP：透明：HC-RP340R：出厂价：华北地区：山东东明（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,457 - my_logger - INFO - Column PP：透明：HC-RP340R：出厂价：华北地区：山东东明（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,460 - my_logger - INFO - Column 现货价(中间价):均聚聚丙烯(PP-H):CFR远东 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,460 - my_logger - INFO - Column 现货价(中间价):均聚聚丙烯(PP-H):CFR远东 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,462 - my_logger - INFO - Column 现货价(中间价):聚丙烯PP(纤维/注塑):CFR东南亚 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,462 - my_logger - INFO - Column 现货价(中间价):聚丙烯PP(纤维/注塑):CFR东南亚 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,465 - my_logger - INFO - Column 现货价(中间价):聚丙烯PP(纤维/注塑):FOB西北欧 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,465 - my_logger - INFO - Column 现货价(中间价):聚丙烯PP(纤维/注塑):FOB西北欧 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,468 - my_logger - INFO - Column 现货价(中间价):均聚聚丙烯(PP-H):FOB中东 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,468 - my_logger - INFO - Column 现货价(中间价):均聚聚丙烯(PP-H):FOB中东 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,470 - my_logger - INFO - Column 现货价(中间价):聚丙烯PP(纤维/注塑):FAS休斯敦 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,470 - my_logger - INFO - Column 现货价(中间价):聚丙烯PP(纤维/注塑):FAS休斯敦 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,473 - my_logger - INFO - Column PP主力盘中 was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,473 - my_logger - INFO - Column PP主力盘中 was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,475 - my_logger - INFO - Column PP神华竞拍（华东） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,475 - my_logger - INFO - Column PP神华竞拍（华东） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,477 - my_logger - INFO - Column PP神华竞拍（临沂） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,477 - my_logger - INFO - Column PP神华竞拍（临沂） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,480 - my_logger - INFO - Column PP神华竞拍（西安） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,480 - my_logger - INFO - Column PP神华竞拍（西安） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,482 - my_logger - INFO - Column DCE：工业产品：期货价格综合指数收盘价（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,482 - my_logger - INFO - Column DCE：工业产品：期货价格综合指数收盘价（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,486 - my_logger - INFO - Column DCE：化工产品：期货价格指数收盘价（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,486 - my_logger - INFO - Column DCE：化工产品：期货价格指数收盘价（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,488 - my_logger - INFO - Column DCE：塑料：期货价格指数收盘价（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,488 - my_logger - INFO - Column DCE：塑料：期货价格指数收盘价（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,490 - my_logger - INFO - Column 聚丙烯现货拉丝价格（华北） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,490 - my_logger - INFO - Column 聚丙烯现货拉丝价格（华北） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,493 - my_logger - INFO - Column 聚丙烯现货拉丝价格（华东） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,493 - my_logger - INFO - Column 聚丙烯现货拉丝价格（华东） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,496 - my_logger - INFO - Column 聚丙烯现货拉丝价格（华南） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,496 - my_logger - INFO - Column 聚丙烯现货拉丝价格（华南） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,498 - my_logger - INFO - Column 聚丙烯现货均聚价格（华北） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,498 - my_logger - INFO - Column 聚丙烯现货均聚价格（华北） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,500 - my_logger - INFO - Column 聚丙烯现货均聚价格（华东） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,500 - my_logger - INFO - Column 聚丙烯现货均聚价格（华东） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,503 - my_logger - INFO - Column 聚丙烯现货均聚价格（华南） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,503 - my_logger - INFO - Column 聚丙烯现货均聚价格（华南） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,505 - my_logger - INFO - Column PP.DCE收盘价 was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,505 - my_logger - INFO - Column PP.DCE收盘价 was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,507 - my_logger - INFO - Column 西北欧：现货价：FOB低密度聚乙烯 was last updated at 2024-11-11
|
||
2024-11-19 17:01:46,507 - my_logger - INFO - Column 西北欧：现货价：FOB低密度聚乙烯 was last updated at 2024-11-11
|
||
2024-11-19 17:01:46,511 - my_logger - INFO - Column 340R价格(京博库提) was last updated at 2024-07-25
|
||
2024-11-19 17:01:46,511 - my_logger - INFO - Column 340R价格(京博库提) was last updated at 2024-07-25
|
||
2024-11-19 17:01:46,513 - my_logger - INFO - Column 中国BOPP原料库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,513 - my_logger - INFO - Column 中国BOPP原料库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,516 - my_logger - INFO - Column 中国BOPP成品库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,516 - my_logger - INFO - Column 中国BOPP成品库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,518 - my_logger - INFO - Column 中国BOPP成品库存量 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,518 - my_logger - INFO - Column 中国BOPP成品库存量 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,522 - my_logger - INFO - Column 中国BOPP订单天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,522 - my_logger - INFO - Column 中国BOPP订单天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,524 - my_logger - INFO - Column 中国PP下游平均开工率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,524 - my_logger - INFO - Column 中国PP下游平均开工率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,527 - my_logger - INFO - Column PP无纺布：厂内库存：中国（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,527 - my_logger - INFO - Column PP无纺布：厂内库存：中国（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,530 - my_logger - INFO - Column 停-塑料制品：开工率：中国：样本企业（周） was last updated at 2023-12-15
|
||
2024-11-19 17:01:46,530 - my_logger - INFO - Column 停-塑料制品：开工率：中国：样本企业（周） was last updated at 2023-12-15
|
||
2024-11-19 17:01:46,533 - my_logger - INFO - Column PP：拉丝：1102K：出厂价：青州：国家能源宁煤（日） was last updated at 2024-11-05
|
||
2024-11-19 17:01:46,533 - my_logger - INFO - Column PP：拉丝：1102K：出厂价：青州：国家能源宁煤（日） was last updated at 2024-11-05
|
||
2024-11-19 17:01:46,535 - my_logger - INFO - Column PP：拉丝：L5E89：出厂价：华北（第二区域）：内蒙古久泰新材料（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,535 - my_logger - INFO - Column PP：拉丝：L5E89：出厂价：华北（第二区域）：内蒙古久泰新材料（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,537 - my_logger - INFO - Column PP：拉丝：L5E89：出厂价：河北、鲁北：大唐内蒙多伦（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,537 - my_logger - INFO - Column PP：拉丝：L5E89：出厂价：河北、鲁北：大唐内蒙多伦（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,539 - my_logger - INFO - Column PP：拉丝：HP550J：市场价：青岛：金能化学（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,539 - my_logger - INFO - Column PP：拉丝：HP550J：市场价：青岛：金能化学（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,542 - my_logger - INFO - Column PP：低熔共聚：2500HY：市场价：临沂：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,542 - my_logger - INFO - Column PP：低熔共聚：2500HY：市场价：临沂：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,545 - my_logger - INFO - Column PP：低熔共聚：K8003：出厂价：河北、鲁北：大唐内蒙多伦（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,545 - my_logger - INFO - Column PP：低熔共聚：K8003：出厂价：河北、鲁北：大唐内蒙多伦（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,547 - my_logger - INFO - Column PP：低熔共聚：EPS30R：市场价：临沂：榆能化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,547 - my_logger - INFO - Column PP：低熔共聚：EPS30R：市场价：临沂：榆能化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,550 - my_logger - INFO - Column PP：低熔共聚：K8003：出厂价：临沂：宝丰能源（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,550 - my_logger - INFO - Column PP：低熔共聚：K8003：出厂价：临沂：宝丰能源（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,552 - my_logger - INFO - Column PP：低熔共聚：K8003：出厂价：常州：宝丰能源（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,552 - my_logger - INFO - Column PP：低熔共聚：K8003：出厂价：常州：宝丰能源（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,555 - my_logger - INFO - Column PP：低熔共聚：K8003：出厂价：华东地区：东华能源（宁波）（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,555 - my_logger - INFO - Column PP：低熔共聚：K8003：出厂价：华东地区：东华能源（宁波）（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,558 - my_logger - INFO - Column PP：低熔共聚：K8003：市场价：杭州：东华能源（宁波）（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,558 - my_logger - INFO - Column PP：低熔共聚：K8003：市场价：杭州：东华能源（宁波）（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,560 - my_logger - INFO - Column PP：低熔共聚：2500H：市场价：台州：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,560 - my_logger - INFO - Column PP：低熔共聚：2500H：市场价：台州：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,563 - my_logger - INFO - Column PP：低熔共聚：2500H：市场价：厦门：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,563 - my_logger - INFO - Column PP：低熔共聚：2500H：市场价：厦门：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,565 - my_logger - INFO - Column PP：低熔共聚：市场价：华南地区（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,565 - my_logger - INFO - Column PP：低熔共聚：市场价：华南地区（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,567 - my_logger - INFO - Column PP：中熔共聚：SP179P：出厂价：华北地区：中石化齐鲁化工（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,567 - my_logger - INFO - Column PP：中熔共聚：SP179P：出厂价：华北地区：中石化齐鲁化工（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,569 - my_logger - INFO - Column PP：中熔共聚：EP5010C：出厂价：华北地区：中沙天津（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,569 - my_logger - INFO - Column PP：中熔共聚：EP5010C：出厂价：华北地区：中沙天津（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,572 - my_logger - INFO - Column PP：中熔共聚：SP179：市场价：临沂：辽宁华锦（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,572 - my_logger - INFO - Column PP：中熔共聚：SP179：市场价：临沂：辽宁华锦（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,574 - my_logger - INFO - Column PP：中熔共聚：2043N：出厂价：华东地区：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,574 - my_logger - INFO - Column PP：中熔共聚：2043N：出厂价：华东地区：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,576 - my_logger - INFO - Column PP：中熔共聚：YPJ1215C：出厂价：华东地区：扬子石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,576 - my_logger - INFO - Column PP：中熔共聚：YPJ1215C：出厂价：华东地区：扬子石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,579 - my_logger - INFO - Column PP：中熔共聚：PPB-M09：出厂价：华东地区：镇海炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,579 - my_logger - INFO - Column PP：中熔共聚：PPB-M09：出厂价：华东地区：镇海炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,582 - my_logger - INFO - Column PP：中熔共聚：2043N：出厂价：华南地区：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,582 - my_logger - INFO - Column PP：中熔共聚：2043N：出厂价：华南地区：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,584 - my_logger - INFO - Column PP：中熔共聚：EP440N：出厂价：华南地区：中科炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,584 - my_logger - INFO - Column PP：中熔共聚：EP440N：出厂价：华南地区：中科炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,587 - my_logger - INFO - Column PP：中熔共聚：K8009：出厂价：华南地区：广州石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,587 - my_logger - INFO - Column PP：中熔共聚：K8009：出厂价：华南地区：广州石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,590 - my_logger - INFO - Column PP：高熔共聚：EP548RQ：出厂价：华北地区：中沙天津（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,590 - my_logger - INFO - Column PP：高熔共聚：EP548RQ：出厂价：华北地区：中沙天津（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,592 - my_logger - INFO - Column PP：高熔共聚：EP300R：市场价：青岛：宝来石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,592 - my_logger - INFO - Column PP：高熔共聚：EP300R：市场价：青岛：宝来石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,596 - my_logger - INFO - Column PP：高熔共聚：EP548R：市场价：临沂：万华化学（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,596 - my_logger - INFO - Column PP：高熔共聚：EP548R：市场价：临沂：万华化学（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,598 - my_logger - INFO - Column PP：高熔共聚：K7726H：市场价：临沂：榆能化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,598 - my_logger - INFO - Column PP：高熔共聚：K7726H：市场价：临沂：榆能化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,601 - my_logger - INFO - Column PP：高熔共聚：M30RH：市场价：合肥：中安联合（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,601 - my_logger - INFO - Column PP：高熔共聚：M30RH：市场价：合肥：中安联合（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,603 - my_logger - INFO - Column 停-PP：高熔共聚：M30RH：自提低端价：杭州：镇海炼化（日） was last updated at 2024-05-30
|
||
2024-11-19 17:01:46,603 - my_logger - INFO - Column 停-PP：高熔共聚：M30RH：自提低端价：杭州：镇海炼化（日） was last updated at 2024-05-30
|
||
2024-11-19 17:01:46,606 - my_logger - INFO - Column PP：高熔共聚：2240S：自提价：常州：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,606 - my_logger - INFO - Column PP：高熔共聚：2240S：自提价：常州：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,608 - my_logger - INFO - Column PP：高熔共聚：EP548R：市场价：广州：中科炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,608 - my_logger - INFO - Column PP：高熔共聚：EP548R：市场价：广州：中科炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,612 - my_logger - INFO - Column PP：高熔共聚：2240S：出厂价：华南地区：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,612 - my_logger - INFO - Column PP：高熔共聚：2240S：出厂价：华南地区：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,616 - my_logger - INFO - Column PP：高熔共聚：EP548R：出厂价：华南地区：中海壳牌（日） was last updated at 2024-11-06
|
||
2024-11-19 17:01:46,616 - my_logger - INFO - Column PP：高熔共聚：EP548R：出厂价：华南地区：中海壳牌（日） was last updated at 2024-11-06
|
||
2024-11-19 17:01:46,621 - my_logger - INFO - Column PP：薄壁注塑：BZ-70：出厂价：华北地区：寿光鲁清（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,621 - my_logger - INFO - Column PP：薄壁注塑：BZ-70：出厂价：华北地区：寿光鲁清（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,625 - my_logger - INFO - Column PP：薄壁注塑：PPH-MM60：出厂价：华北地区：石家庄炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,625 - my_logger - INFO - Column PP：薄壁注塑：PPH-MM60：出厂价：华北地区：石家庄炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,628 - my_logger - INFO - Column PP：薄壁注塑：K1870-B：市场价：临沂：榆能化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,628 - my_logger - INFO - Column PP：薄壁注塑：K1870-B：市场价：临沂：榆能化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,631 - my_logger - INFO - Column PP：薄壁注塑：M60ET：出厂价：华东地区：镇海炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,631 - my_logger - INFO - Column PP：薄壁注塑：M60ET：出厂价：华东地区：镇海炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,634 - my_logger - INFO - Column PP：薄壁注塑：1040TE：出厂价：华东地区：宁夏神华宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,634 - my_logger - INFO - Column PP：薄壁注塑：1040TE：出厂价：华东地区：宁夏神华宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,637 - my_logger - INFO - Column PP：薄壁注塑：HP648T：出厂价：华东地区：浙江石油化工（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,637 - my_logger - INFO - Column PP：薄壁注塑：HP648T：出厂价：华东地区：浙江石油化工（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,642 - my_logger - INFO - Column 停-PP：薄壁注塑：PPR-MN60：出厂价：华东地区：东华能源（宁波）（日） was last updated at 2024-05-31
|
||
2024-11-19 17:01:46,642 - my_logger - INFO - Column 停-PP：薄壁注塑：PPR-MN60：出厂价：华东地区：东华能源（宁波）（日） was last updated at 2024-05-31
|
||
2024-11-19 17:01:46,645 - my_logger - INFO - Column PP：薄壁注塑：1040TE：出厂价：华南地区：宁夏神华宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,645 - my_logger - INFO - Column PP：薄壁注塑：1040TE：出厂价：华南地区：宁夏神华宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,650 - my_logger - INFO - Column 停-PP：薄壁注塑：1148TC：出厂价：华南地区：福建联合石化（日） was last updated at 2024-05-30
|
||
2024-11-19 17:01:46,650 - my_logger - INFO - Column 停-PP：薄壁注塑：1148TC：出厂价：华南地区：福建联合石化（日） was last updated at 2024-05-30
|
||
2024-11-19 17:01:46,655 - my_logger - INFO - Column PP：薄壁注塑：PPH-MN60：出厂价：华南地区：中石化北海（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,655 - my_logger - INFO - Column PP：薄壁注塑：PPH-MN60：出厂价：华南地区：中石化北海（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,659 - my_logger - INFO - Column PP：薄壁注塑：TM6000H：出厂价：华南地区：福建联合石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,659 - my_logger - INFO - Column PP：薄壁注塑：TM6000H：出厂价：华南地区：福建联合石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,663 - my_logger - INFO - Column PP：透明：PPR-B10：出厂价：华中地区：中原中石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,663 - my_logger - INFO - Column PP：透明：PPR-B10：出厂价：华中地区：中原中石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,666 - my_logger - INFO - Column PP：透明：PPR-MT25：出厂价：华中地区：中原中石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,666 - my_logger - INFO - Column PP：透明：PPR-MT25：出厂价：华中地区：中原中石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,668 - my_logger - INFO - Column PP：透明：PPR-MT75N：出厂价：华中地区：中原中石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,668 - my_logger - INFO - Column PP：透明：PPR-MT75N：出厂价：华中地区：中原中石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,671 - my_logger - INFO - Column PP：无规共聚：HC-M700B：出厂价：华北地区：山东东明（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,671 - my_logger - INFO - Column PP：无规共聚：HC-M700B：出厂价：华北地区：山东东明（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,676 - my_logger - INFO - Column 热水管：PA14D：市场价：青州：大庆炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,676 - my_logger - INFO - Column 热水管：PA14D：市场价：青州：大庆炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,681 - my_logger - INFO - Column 热水管：PA14D-2：市场价：临沂：大庆炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,681 - my_logger - INFO - Column 热水管：PA14D-2：市场价：临沂：大庆炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,684 - my_logger - INFO - Column CPP：二元共聚膜：DY-W0723F：市场主流价：天津：独山子石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,684 - my_logger - INFO - Column CPP：二元共聚膜：DY-W0723F：市场主流价：天津：独山子石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,687 - my_logger - INFO - Column 停-CPP：二元共聚膜：PPR-F08：出厂价：华中地区：中原中石化（日） was last updated at 2024-04-07
|
||
2024-11-19 17:01:46,687 - my_logger - INFO - Column 停-CPP：二元共聚膜：PPR-F08：出厂价：华中地区：中原中石化（日） was last updated at 2024-04-07
|
||
2024-11-19 17:01:46,691 - my_logger - INFO - Column PP：透明：R3080T：出厂价：华东地区：浙江鸿基（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,691 - my_logger - INFO - Column PP：透明：R3080T：出厂价：华东地区：浙江鸿基（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,695 - my_logger - INFO - Column PP：透明：M08ETN：出厂价：华东地区：镇海炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,695 - my_logger - INFO - Column PP：透明：M08ETN：出厂价：华东地区：镇海炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,697 - my_logger - INFO - Column PP：透明：R3260T：出厂价：华东地区：浙江鸿基（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,697 - my_logger - INFO - Column PP：透明：R3260T：出厂价：华东地区：浙江鸿基（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,700 - my_logger - INFO - Column 热水管：YPR-503：出厂价：华东地区：扬子石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,700 - my_logger - INFO - Column 热水管：YPR-503：出厂价：华东地区：扬子石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,704 - my_logger - INFO - Column 热水管：PA14D：出厂价：华东地区：大庆炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,704 - my_logger - INFO - Column 热水管：PA14D：出厂价：华东地区：大庆炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,754 - my_logger - INFO - Column CPP：二元共聚膜：F800EDF：出厂价：华东地区：上海石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,754 - my_logger - INFO - Column CPP：二元共聚膜：F800EDF：出厂价：华东地区：上海石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,767 - my_logger - INFO - Column CPP：二元共聚膜：F08EC：出厂价：华东地区：镇海炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,767 - my_logger - INFO - Column CPP：二元共聚膜：F08EC：出厂价：华东地区：镇海炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,782 - my_logger - INFO - Column PP：透明：HT9025NX：出厂价：华南地区：茂名石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,782 - my_logger - INFO - Column PP：透明：HT9025NX：出厂价：华南地区：茂名石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,790 - my_logger - INFO - Column PP：透明：3248R：出厂价：华南地区：福建联合石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,790 - my_logger - INFO - Column PP：透明：3248R：出厂价：华南地区：福建联合石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,795 - my_logger - INFO - Column PP：透明：HT9025ZK：出厂价：华南地区：中科炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,795 - my_logger - INFO - Column PP：透明：HT9025ZK：出厂价：华南地区：中科炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,800 - my_logger - INFO - Column PP：透明：HT9025NX：市场主流价：广州：中石化茂名（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,800 - my_logger - INFO - Column PP：透明：HT9025NX：市场主流价：广州：中石化茂名（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,804 - my_logger - INFO - Column 热水管：T4401：出厂价：华南地区：茂名石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,804 - my_logger - INFO - Column 热水管：T4401：出厂价：华南地区：茂名石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,809 - my_logger - INFO - Column 热水管：PPR-4220：出厂价：华南地区：广州石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,809 - my_logger - INFO - Column 热水管：PPR-4220：出厂价：华南地区：广州石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,814 - my_logger - INFO - Column PP：BOPP：1103K：出厂价：华北地区：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,814 - my_logger - INFO - Column PP：BOPP：1103K：出厂价：华北地区：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,818 - my_logger - INFO - Column PP：BOPP：PPH-FL03-S：出厂价：华北地区：青岛炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,818 - my_logger - INFO - Column PP：BOPP：PPH-FL03-S：出厂价：华北地区：青岛炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,822 - my_logger - INFO - Column PP：BOPP：1103K：出厂价：华东地区：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,822 - my_logger - INFO - Column PP：BOPP：1103K：出厂价：华东地区：国家能源宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,828 - my_logger - INFO - Column PP：BOPP：F03BT：出厂价：华东地区：镇海炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,828 - my_logger - INFO - Column PP：BOPP：F03BT：出厂价：华东地区：镇海炼化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,834 - my_logger - INFO - Column PP：BOPP：1103K：出厂价：华南地区：宁夏神华宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,834 - my_logger - INFO - Column PP：BOPP：1103K：出厂价：华南地区：宁夏神华宁煤（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,838 - my_logger - INFO - Column PP：BOPP：L5D98：出厂价：华南地区：广东石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,838 - my_logger - INFO - Column PP：BOPP：L5D98：出厂价：华南地区：广东石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,841 - my_logger - INFO - Column PP：BOPP：PPH-F03D：出厂价：华南地区：海南炼化装置一（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,841 - my_logger - INFO - Column PP：BOPP：PPH-F03D：出厂价：华南地区：海南炼化装置一（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,845 - my_logger - INFO - Column CPP：二元共聚膜：PPR-F08M-S：出厂价：华南地区：茂名石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,845 - my_logger - INFO - Column CPP：二元共聚膜：PPR-F08M-S：出厂价：华南地区：茂名石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,847 - my_logger - INFO - Column CPP：二元共聚膜：PPR-F08-S：出厂价：华南地区：茂名石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,847 - my_logger - INFO - Column CPP：二元共聚膜：PPR-F08-S：出厂价：华南地区：茂名石化（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,850 - my_logger - INFO - Column PP纺粘无纺布：SSS：市场价：山东（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,850 - my_logger - INFO - Column PP纺粘无纺布：SSS：市场价：山东（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,855 - my_logger - INFO - Column PP无纺布：生产毛利：中国（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,855 - my_logger - INFO - Column PP无纺布：生产毛利：中国（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,859 - my_logger - INFO - Column BOPP：12μ光膜：出厂价：华北地区：凯达包装（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,859 - my_logger - INFO - Column BOPP：12μ光膜：出厂价：华北地区：凯达包装（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,863 - my_logger - INFO - Column BOPP：18μ光膜：市场低端价：青岛（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,863 - my_logger - INFO - Column BOPP：18μ光膜：市场低端价：青岛（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,867 - my_logger - INFO - Column BOPP：厚光膜：出厂价：华北地区：山东永冠（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,867 - my_logger - INFO - Column BOPP：厚光膜：出厂价：华北地区：山东永冠（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,871 - my_logger - INFO - Column BOPP：生产毛利：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,871 - my_logger - INFO - Column BOPP：生产毛利：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,875 - my_logger - INFO - Column 塑编：透明：30cm*45cm：市场价：山东（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,875 - my_logger - INFO - Column 塑编：透明：30cm*45cm：市场价：山东（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,879 - my_logger - INFO - Column PP加权利润 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,879 - my_logger - INFO - Column PP加权利润 was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,882 - my_logger - INFO - Column PDH制PP利润（山东） was last updated at 2024-11-13
|
||
2024-11-19 17:01:46,882 - my_logger - INFO - Column PDH制PP利润（山东） was last updated at 2024-11-13
|
||
2024-11-19 17:01:46,885 - my_logger - INFO - Column 华东拉丝-CP was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,885 - my_logger - INFO - Column 华东拉丝-CP was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,888 - my_logger - INFO - Column 山东拉丝-CP was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,888 - my_logger - INFO - Column 山东拉丝-CP was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,893 - my_logger - INFO - Column 京博透明-PP期货 was last updated at 2024-07-25
|
||
2024-11-19 17:01:46,893 - my_logger - INFO - Column 京博透明-PP期货 was last updated at 2024-07-25
|
||
2024-11-19 17:01:46,896 - my_logger - INFO - Column 山东拉丝-丙烯价差 was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,896 - my_logger - INFO - Column 山东拉丝-丙烯价差 was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,900 - my_logger - INFO - Column PP-3*MA主力 was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,900 - my_logger - INFO - Column PP-3*MA主力 was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,904 - my_logger - INFO - Column PP-SC价差（7吨桶比） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,904 - my_logger - INFO - Column PP-SC价差（7吨桶比） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,907 - my_logger - INFO - Column PP期货-油制丙烯成本 was last updated at 2024-06-05
|
||
2024-11-19 17:01:46,907 - my_logger - INFO - Column PP期货-油制丙烯成本 was last updated at 2024-06-05
|
||
2024-11-19 17:01:46,910 - my_logger - INFO - Column 京博-滨化价差（不含税/1.13/580） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,910 - my_logger - INFO - Column 京博-滨化价差（不含税/1.13/580） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,913 - my_logger - INFO - Column 滨化PDH利润（1.169/含税） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,913 - my_logger - INFO - Column 滨化PDH利润（1.169/含税） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,916 - my_logger - INFO - Column 滨化丙烯-京博PP边际贡献（不含税/600/收率1.169） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,916 - my_logger - INFO - Column 滨化丙烯-京博PP边际贡献（不含税/600/收率1.169） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,919 - my_logger - INFO - Column PDH利润（山东/丙烯） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,919 - my_logger - INFO - Column PDH利润（山东/丙烯） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,922 - my_logger - INFO - Column 滨化丙烷-PP边际贡献（不含税/580/收率1.13） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,922 - my_logger - INFO - Column 滨化丙烷-PP边际贡献（不含税/580/收率1.13） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,925 - my_logger - INFO - Column 滨化丙烷-PP边际贡献（不含税/510/收率1.169） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,925 - my_logger - INFO - Column 滨化丙烷-PP边际贡献（不含税/510/收率1.169） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,929 - my_logger - INFO - Column PP期货-丙烯价差（山东）/400DMA was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,929 - my_logger - INFO - Column PP期货-丙烯价差（山东）/400DMA was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,932 - my_logger - INFO - Column PP-FEI M4(含税成本) was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,932 - my_logger - INFO - Column PP-FEI M4(含税成本) was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,935 - my_logger - INFO - Column PP-FEI M3(含税成本) was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,935 - my_logger - INFO - Column PP-FEI M3(含税成本) was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,939 - my_logger - INFO - Column PP-FEI M2（含税成本） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,939 - my_logger - INFO - Column PP-FEI M2（含税成本） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,942 - my_logger - INFO - Column PP-FEI M1（含税成本） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,942 - my_logger - INFO - Column PP-FEI M1（含税成本） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,945 - my_logger - INFO - Column 价差：聚乙烯与乙烯（西北欧） was last updated at 2024-11-11
|
||
2024-11-19 17:01:46,945 - my_logger - INFO - Column 价差：聚乙烯与乙烯（西北欧） was last updated at 2024-11-11
|
||
2024-11-19 17:01:46,947 - my_logger - INFO - Column PP-FEI价差 was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,947 - my_logger - INFO - Column PP-FEI价差 was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,950 - my_logger - INFO - Column PP盘中基差（临沂） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,950 - my_logger - INFO - Column PP盘中基差（临沂） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,953 - my_logger - INFO - Column 粉粒价差（山东） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,953 - my_logger - INFO - Column 粉粒价差（山东） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,956 - my_logger - INFO - Column 聚丙烯品类价差：均聚与拉丝（华南） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,956 - my_logger - INFO - Column 聚丙烯品类价差：均聚与拉丝（华南） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,958 - my_logger - INFO - Column 聚丙烯品类价差：共聚与拉丝（华南） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,958 - my_logger - INFO - Column 聚丙烯品类价差：共聚与拉丝（华南） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,960 - my_logger - INFO - Column 聚丙烯品类价差：均聚与拉丝（华北） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,960 - my_logger - INFO - Column 聚丙烯品类价差：均聚与拉丝（华北） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,963 - my_logger - INFO - Column 聚丙烯品类价差：共聚与拉丝（华北） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,963 - my_logger - INFO - Column 聚丙烯品类价差：共聚与拉丝（华北） was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,965 - my_logger - INFO - Column 聚丙烯拉丝区域价差：华南与华东 was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,965 - my_logger - INFO - Column 聚丙烯拉丝区域价差：华南与华东 was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,967 - my_logger - INFO - Column 聚丙烯拉丝区域价差：华东与华北 was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,967 - my_logger - INFO - Column 聚丙烯拉丝区域价差：华东与华北 was last updated at 2024-09-19
|
||
2024-11-19 17:01:46,970 - my_logger - INFO - Column 外采甲醇制PP利润（太仓） was last updated at 2024-11-14
|
||
2024-11-19 17:01:46,970 - my_logger - INFO - Column 外采甲醇制PP利润（太仓） was last updated at 2024-11-14
|
||
2024-11-19 17:01:46,973 - my_logger - INFO - Column 外采甲醇制PP利润（西北） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,973 - my_logger - INFO - Column 外采甲醇制PP利润（西北） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,975 - my_logger - INFO - Column PP期货-丙烯价差（山东） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,975 - my_logger - INFO - Column PP期货-丙烯价差（山东） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,979 - my_logger - INFO - Column L-P价差（盘面） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,979 - my_logger - INFO - Column L-P价差（盘面） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,982 - my_logger - INFO - Column 油制PP利润（华东） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,982 - my_logger - INFO - Column 油制PP利润（华东） was last updated at 2024-11-15
|
||
2024-11-19 17:01:46,984 - my_logger - INFO - Column 外采丙烯制聚丙烯利润（华东） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,984 - my_logger - INFO - Column 外采丙烯制聚丙烯利润（华东） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,988 - my_logger - INFO - Column PP基差（盘中） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,988 - my_logger - INFO - Column PP基差（盘中） was last updated at 2024-11-18
|
||
2024-11-19 17:01:46,990 - my_logger - INFO - Column 9-1月差（PP） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,990 - my_logger - INFO - Column 9-1月差（PP） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,993 - my_logger - INFO - Column 5-9月差（PP） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,993 - my_logger - INFO - Column 5-9月差（PP） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,995 - my_logger - INFO - Column 1-5月差（PP） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,995 - my_logger - INFO - Column 1-5月差（PP） was last updated at 2024-11-04
|
||
2024-11-19 17:01:46,998 - my_logger - INFO - Column PDH制PP利润（华东）指数修匀 was last updated at 2024-11-13
|
||
2024-11-19 17:01:46,998 - my_logger - INFO - Column PDH制PP利润（华东）指数修匀 was last updated at 2024-11-13
|
||
2024-11-19 17:01:47,001 - my_logger - INFO - Column PDH制PP利润（华东） was last updated at 2024-11-13
|
||
2024-11-19 17:01:47,001 - my_logger - INFO - Column PDH制PP利润（华东） was last updated at 2024-11-13
|
||
2024-11-19 17:01:47,004 - my_logger - INFO - Column PDH制PP利润（华南） was last updated at 2024-11-13
|
||
2024-11-19 17:01:47,004 - my_logger - INFO - Column PDH制PP利润（华南） was last updated at 2024-11-13
|
||
2024-11-19 17:01:47,007 - my_logger - INFO - Column 拉丝区域价差（华南-华东） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,007 - my_logger - INFO - Column 拉丝区域价差（华南-华东） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,009 - my_logger - INFO - Column 拉丝区域价差（华东-华北） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,009 - my_logger - INFO - Column 拉丝区域价差（华东-华北） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,011 - my_logger - INFO - Column 拉丝区域价差（华南-华北） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,011 - my_logger - INFO - Column 拉丝区域价差（华南-华北） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,014 - my_logger - INFO - Column 低熔共聚-拉丝价差（华南） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,014 - my_logger - INFO - Column 低熔共聚-拉丝价差（华南） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,017 - my_logger - INFO - Column 薄壁-拉丝价差（华北） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,017 - my_logger - INFO - Column 薄壁-拉丝价差（华北） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,020 - my_logger - INFO - Column 透明-拉丝价差（华北） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,020 - my_logger - INFO - Column 透明-拉丝价差（华北） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,023 - my_logger - INFO - Column 透明-拉丝价差（华东） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,023 - my_logger - INFO - Column 透明-拉丝价差（华东） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,025 - my_logger - INFO - Column 透明-PP盘面（华东） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,025 - my_logger - INFO - Column 透明-PP盘面（华东） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,028 - my_logger - INFO - Column 透明-PP盘面价差（华北） was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,028 - my_logger - INFO - Column 透明-PP盘面价差（华北） was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,030 - my_logger - INFO - Column PP-3MA价差（盘面） was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,030 - my_logger - INFO - Column PP-3MA价差（盘面） was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,033 - my_logger - INFO - Column LPG-PP价差（盘面） was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,033 - my_logger - INFO - Column LPG-PP价差（盘面） was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,037 - my_logger - INFO - Column 布伦特-PP价差（盘面） was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,037 - my_logger - INFO - Column 布伦特-PP价差（盘面） was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,040 - my_logger - INFO - Column 外采丙烯制聚丙烯利润（山东） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,040 - my_logger - INFO - Column 外采丙烯制聚丙烯利润（山东） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,043 - my_logger - INFO - Column 聚丙烯现货共聚价格（华南） was last updated at 2024-09-19
|
||
2024-11-19 17:01:47,043 - my_logger - INFO - Column 聚丙烯现货共聚价格（华南） was last updated at 2024-09-19
|
||
2024-11-19 17:01:47,046 - my_logger - INFO - Column 聚丙烯品类价差：均聚与拉丝（华东） was last updated at 2024-09-19
|
||
2024-11-19 17:01:47,046 - my_logger - INFO - Column 聚丙烯品类价差：均聚与拉丝（华东） was last updated at 2024-09-19
|
||
2024-11-19 17:01:47,048 - my_logger - INFO - Column 油制PP利润 was last updated at 2024-06-20
|
||
2024-11-19 17:01:47,048 - my_logger - INFO - Column 油制PP利润 was last updated at 2024-06-20
|
||
2024-11-19 17:01:47,051 - my_logger - INFO - Column L-P价差 was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,051 - my_logger - INFO - Column L-P价差 was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,054 - my_logger - INFO - Column PP现货-丙烯价差（山东） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,054 - my_logger - INFO - Column PP现货-丙烯价差（山东） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,056 - my_logger - INFO - Column 聚烯烃两油库存同比 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,056 - my_logger - INFO - Column 聚烯烃两油库存同比 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,058 - my_logger - INFO - Column PP拉丝期末库存（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,058 - my_logger - INFO - Column PP拉丝期末库存（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,061 - my_logger - INFO - Column PP期末库存/广州港（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,061 - my_logger - INFO - Column PP期末库存/广州港（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,063 - my_logger - INFO - Column PP期末库存/宁波港（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,063 - my_logger - INFO - Column PP期末库存/宁波港（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,066 - my_logger - INFO - Column PP：期末库存：青岛港（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,066 - my_logger - INFO - Column PP：期末库存：青岛港（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,069 - my_logger - INFO - Column PP期末库存/上海港（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,069 - my_logger - INFO - Column PP期末库存/上海港（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,071 - my_logger - INFO - Column PP期末库存/天津港（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,071 - my_logger - INFO - Column PP期末库存/天津港（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,074 - my_logger - INFO - Column PP期末库存/厦门港（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,074 - my_logger - INFO - Column PP期末库存/厦门港（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,077 - my_logger - INFO - Column PP两桶油/库存（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,077 - my_logger - INFO - Column PP两桶油/库存（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,080 - my_logger - INFO - Column PP贸易商库存(钢联)同比 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,080 - my_logger - INFO - Column PP贸易商库存(钢联)同比 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,082 - my_logger - INFO - Column BOPP原料库存+产成品库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,082 - my_logger - INFO - Column BOPP原料库存+产成品库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,086 - my_logger - INFO - Column PP周度总库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,086 - my_logger - INFO - Column PP周度总库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,089 - my_logger - INFO - Column 中国BOPP原料库存天数同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,089 - my_logger - INFO - Column 中国BOPP原料库存天数同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,091 - my_logger - INFO - Column PP库存(PDH)超季节性(3Y) was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,091 - my_logger - INFO - Column PP库存(PDH)超季节性(3Y) was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,094 - my_logger - INFO - Column 中国BOPP周度产成品库存天数（T） was last updated at 2024-11-01
|
||
2024-11-19 17:01:47,094 - my_logger - INFO - Column 中国BOPP周度产成品库存天数（T） was last updated at 2024-11-01
|
||
2024-11-19 17:01:47,097 - my_logger - INFO - Column 中国BOPP周度原料库存天数（T） was last updated at 2024-11-01
|
||
2024-11-19 17:01:47,097 - my_logger - INFO - Column 中国BOPP周度原料库存天数（T） was last updated at 2024-11-01
|
||
2024-11-19 17:01:47,100 - my_logger - INFO - Column 中国再生PP样本企业周度库存 was last updated at 2024-11-01
|
||
2024-11-19 17:01:47,100 - my_logger - INFO - Column 中国再生PP样本企业周度库存 was last updated at 2024-11-01
|
||
2024-11-19 17:01:47,103 - my_logger - INFO - Column 聚烯烃两油库存1000天百分位 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,103 - my_logger - INFO - Column 聚烯烃两油库存1000天百分位 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,105 - my_logger - INFO - Column 中国PP港口期末库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,105 - my_logger - INFO - Column 中国PP港口期末库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,108 - my_logger - INFO - Column 聚烯烃两油库存 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,108 - my_logger - INFO - Column 聚烯烃两油库存 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,110 - my_logger - INFO - Column PP粉料库存（吨）变化 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,110 - my_logger - INFO - Column PP粉料库存（吨）变化 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,113 - my_logger - INFO - Column PP贸易商库存(钢联) was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,113 - my_logger - INFO - Column PP贸易商库存(钢联) was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,115 - my_logger - INFO - Column PP下游原料库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,115 - my_logger - INFO - Column PP下游原料库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,117 - my_logger - INFO - Column 塑编原材料库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,117 - my_logger - INFO - Column 塑编原材料库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,119 - my_logger - INFO - Column PP两油+煤制库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,119 - my_logger - INFO - Column PP两油+煤制库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,122 - my_logger - INFO - Column PP炼厂库存+PDH库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,122 - my_logger - INFO - Column PP炼厂库存+PDH库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,125 - my_logger - INFO - Column PP库存（煤制） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,125 - my_logger - INFO - Column PP库存（煤制） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,128 - my_logger - INFO - Column PP库存 (地方炼厂) was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,128 - my_logger - INFO - Column PP库存 (地方炼厂) was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,131 - my_logger - INFO - Column PP上游库存（两油+煤+PDH+地方） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,131 - my_logger - INFO - Column PP上游库存（两油+煤+PDH+地方） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,134 - my_logger - INFO - Column 中国CPP原料库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,134 - my_logger - INFO - Column 中国CPP原料库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,137 - my_logger - INFO - Column 中国CPP成品库存量 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,137 - my_logger - INFO - Column 中国CPP成品库存量 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,139 - my_logger - INFO - Column 中国CPP成品库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,139 - my_logger - INFO - Column 中国CPP成品库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,142 - my_logger - INFO - Column PP下游原料库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,142 - my_logger - INFO - Column PP下游原料库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,145 - my_logger - INFO - Column PP库存(PDH) was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,145 - my_logger - INFO - Column PP库存(PDH) was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,148 - my_logger - INFO - Column PP上游库存(两油+煤+PDH） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,148 - my_logger - INFO - Column PP上游库存(两油+煤+PDH） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,151 - my_logger - INFO - Column PP粉料库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,151 - my_logger - INFO - Column PP粉料库存 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,153 - my_logger - INFO - Column 中国BOPP原料库存量 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,153 - my_logger - INFO - Column 中国BOPP原料库存量 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,156 - my_logger - INFO - Column BOPP订单天数-产成品库存天数（隆众） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,156 - my_logger - INFO - Column BOPP订单天数-产成品库存天数（隆众） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,160 - my_logger - INFO - Column 聚丙烯进口利润 was last updated at 2024-10-24
|
||
2024-11-19 17:01:47,160 - my_logger - INFO - Column 聚丙烯进口利润 was last updated at 2024-10-24
|
||
2024-11-19 17:01:47,163 - my_logger - INFO - Column 聚丙烯出口利润 was last updated at 2024-10-24
|
||
2024-11-19 17:01:47,163 - my_logger - INFO - Column 聚丙烯出口利润 was last updated at 2024-10-24
|
||
2024-11-19 17:01:47,165 - my_logger - INFO - Column PP检修损失量（万吨/年） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,165 - my_logger - INFO - Column PP检修损失量（万吨/年） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,169 - my_logger - INFO - Column PP日度产量1000天百分位 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,169 - my_logger - INFO - Column PP日度产量1000天百分位 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,171 - my_logger - INFO - Column BOPP开工率(隆众)同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,171 - my_logger - INFO - Column BOPP开工率(隆众)同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,174 - my_logger - INFO - Column PP下游综合开工率/2WMA was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,174 - my_logger - INFO - Column PP下游综合开工率/2WMA was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,176 - my_logger - INFO - Column PP开工率/2WMA was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,176 - my_logger - INFO - Column PP开工率/2WMA was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,179 - my_logger - INFO - Column PP下游综合开工率同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,179 - my_logger - INFO - Column PP下游综合开工率同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,182 - my_logger - INFO - Column PP周度产量/4WMA was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,182 - my_logger - INFO - Column PP周度产量/4WMA was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,184 - my_logger - INFO - Column PP开工率同差 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,184 - my_logger - INFO - Column PP开工率同差 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,187 - my_logger - INFO - Column PP日度开工率 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,187 - my_logger - INFO - Column PP日度开工率 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,190 - my_logger - INFO - Column PP粉检修减损量（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,190 - my_logger - INFO - Column PP粉检修减损量（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,193 - my_logger - INFO - Column PP粉产量/中国（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,193 - my_logger - INFO - Column PP粉产量/中国（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,196 - my_logger - INFO - Column PP周度产量同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,196 - my_logger - INFO - Column PP周度产量同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,199 - my_logger - INFO - Column PP日度油制产量 was last updated at 2023-08-30
|
||
2024-11-19 17:01:47,199 - my_logger - INFO - Column PP日度油制产量 was last updated at 2023-08-30
|
||
2024-11-19 17:01:47,202 - my_logger - INFO - Column PP检修减损量（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,202 - my_logger - INFO - Column PP检修减损量（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,205 - my_logger - INFO - Column PP/开工率/东北地区（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,205 - my_logger - INFO - Column PP/开工率/东北地区（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,207 - my_logger - INFO - Column PP开工率/华北地区（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,207 - my_logger - INFO - Column PP开工率/华北地区（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,210 - my_logger - INFO - Column PP开工率/华东地区（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,210 - my_logger - INFO - Column PP开工率/华东地区（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,213 - my_logger - INFO - Column PP开工率/华南地区（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,213 - my_logger - INFO - Column PP开工率/华南地区（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,215 - my_logger - INFO - Column PP开工率/华中地区（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,215 - my_logger - INFO - Column PP开工率/华中地区（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,218 - my_logger - INFO - Column PP开工率/西北地区（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,218 - my_logger - INFO - Column PP开工率/西北地区（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,221 - my_logger - INFO - Column PP开工率/西南地区（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,221 - my_logger - INFO - Column PP开工率/西南地区（日） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,224 - my_logger - INFO - Column PP周度产量 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,224 - my_logger - INFO - Column PP周度产量 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,227 - my_logger - INFO - Column PP周度开工率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,227 - my_logger - INFO - Column PP周度开工率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,230 - my_logger - INFO - Column PP日产/PE日产 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,230 - my_logger - INFO - Column PP日产/PE日产 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,233 - my_logger - INFO - Column PP下游开工/PE下游开工 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,233 - my_logger - INFO - Column PP下游开工/PE下游开工 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,235 - my_logger - INFO - Column PP粉料产量(钢联)7DMA was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,235 - my_logger - INFO - Column PP粉料产量(钢联)7DMA was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,239 - my_logger - INFO - Column PP管材开工率同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,239 - my_logger - INFO - Column PP管材开工率同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,241 - my_logger - INFO - Column PP无纺布开工率同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,241 - my_logger - INFO - Column PP无纺布开工率同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,244 - my_logger - INFO - Column PP日度产量（MTO+CTO+PDH） was last updated at 2023-10-04
|
||
2024-11-19 17:01:47,244 - my_logger - INFO - Column PP日度产量（MTO+CTO+PDH） was last updated at 2023-10-04
|
||
2024-11-19 17:01:47,246 - my_logger - INFO - Column PP日度产量（粒料+粉料） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,246 - my_logger - INFO - Column PP日度产量（粒料+粉料） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,248 - my_logger - INFO - Column PP下游综合开工率/3年超季节性 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,248 - my_logger - INFO - Column PP下游综合开工率/3年超季节性 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,252 - my_logger - INFO - Column 中国再生PP周度开工负荷率 was last updated at 2024-11-01
|
||
2024-11-19 17:01:47,252 - my_logger - INFO - Column 中国再生PP周度开工负荷率 was last updated at 2024-11-01
|
||
2024-11-19 17:01:47,255 - my_logger - INFO - Column PP无纺布生产毛利 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,255 - my_logger - INFO - Column PP无纺布生产毛利 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,257 - my_logger - INFO - Column 中国再生PP周度开工负荷率同差 was last updated at 2024-11-01
|
||
2024-11-19 17:01:47,257 - my_logger - INFO - Column 中国再生PP周度开工负荷率同差 was last updated at 2024-11-01
|
||
2024-11-19 17:01:47,259 - my_logger - INFO - Column PP粉料开工率（4WMA） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,259 - my_logger - INFO - Column PP粉料开工率（4WMA） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,262 - my_logger - INFO - Column PP检修减损量 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,262 - my_logger - INFO - Column PP检修减损量 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,266 - my_logger - INFO - Column PP下游综合开工率（少注塑&CPP） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,266 - my_logger - INFO - Column PP下游综合开工率（少注塑&CPP） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,268 - my_logger - INFO - Column BOPP开工率同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,268 - my_logger - INFO - Column BOPP开工率同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,272 - my_logger - INFO - Column PP日度产量7DMA was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,272 - my_logger - INFO - Column PP日度产量7DMA was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,275 - my_logger - INFO - Column BOPP开工率（4WMA） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,275 - my_logger - INFO - Column BOPP开工率（4WMA） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,277 - my_logger - INFO - Column PP粉料开工率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,277 - my_logger - INFO - Column PP粉料开工率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,280 - my_logger - INFO - Column PP周度检修率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,280 - my_logger - INFO - Column PP周度检修率 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,282 - my_logger - INFO - Column PP周度产量变频 was last updated at 2024-11-19
|
||
2024-11-19 17:01:47,282 - my_logger - INFO - Column PP周度产量变频 was last updated at 2024-11-19
|
||
2024-11-19 17:01:47,285 - my_logger - INFO - Column PP开工率/7DMA was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,285 - my_logger - INFO - Column PP开工率/7DMA was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,288 - my_logger - INFO - Column PP日度产量同差 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,288 - my_logger - INFO - Column PP日度产量同差 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,291 - my_logger - INFO - Column PP日度产量同比 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,291 - my_logger - INFO - Column PP日度产量同比 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,293 - my_logger - INFO - Column PP日度产量环差 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,293 - my_logger - INFO - Column PP日度产量环差 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,297 - my_logger - INFO - Column PP周度产量周环差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,297 - my_logger - INFO - Column PP周度产量周环差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,299 - my_logger - INFO - Column PP周度产量同比 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,299 - my_logger - INFO - Column PP周度产量同比 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,302 - my_logger - INFO - Column PP开工率（1MMA） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,302 - my_logger - INFO - Column PP开工率（1MMA） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,305 - my_logger - INFO - Column PP日度产量（1MMA） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,305 - my_logger - INFO - Column PP日度产量（1MMA） was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,307 - my_logger - INFO - Column PP日度产量 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,307 - my_logger - INFO - Column PP日度产量 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,309 - my_logger - INFO - Column PP：拉丝：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,309 - my_logger - INFO - Column PP：拉丝：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,312 - my_logger - INFO - Column PP：薄壁注塑：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,312 - my_logger - INFO - Column PP：薄壁注塑：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,314 - my_logger - INFO - Column PP：低熔共聚：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,314 - my_logger - INFO - Column PP：低熔共聚：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,317 - my_logger - INFO - Column PP：高熔共聚：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,317 - my_logger - INFO - Column PP：高熔共聚：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,319 - my_logger - INFO - Column PP：中熔共聚：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,319 - my_logger - INFO - Column PP：中熔共聚：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,322 - my_logger - INFO - Column PP：无规共聚：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,322 - my_logger - INFO - Column PP：无规共聚：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,325 - my_logger - INFO - Column PP：高熔纤维：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,325 - my_logger - INFO - Column PP：高熔纤维：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,328 - my_logger - INFO - Column PP：均聚注塑：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,328 - my_logger - INFO - Column PP：均聚注塑：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,331 - my_logger - INFO - Column PP：停车影响生产比例：中国（日） was last updated at 2024-03-28
|
||
2024-11-19 17:01:47,331 - my_logger - INFO - Column PP：停车影响生产比例：中国（日） was last updated at 2024-03-28
|
||
2024-11-19 17:01:47,334 - my_logger - INFO - Column PP：透明：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,334 - my_logger - INFO - Column PP：透明：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,336 - my_logger - INFO - Column PP：涂覆料：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,336 - my_logger - INFO - Column PP：涂覆料：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,339 - my_logger - INFO - Column PP：中熔纤维：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,339 - my_logger - INFO - Column PP：中熔纤维：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,342 - my_logger - INFO - Column 冷水管：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,342 - my_logger - INFO - Column 冷水管：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,345 - my_logger - INFO - Column CPP：二元共聚膜：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,345 - my_logger - INFO - Column CPP：二元共聚膜：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,348 - my_logger - INFO - Column CPP：均聚：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,348 - my_logger - INFO - Column CPP：均聚：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,350 - my_logger - INFO - Column CPP：三元共聚薄膜：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,350 - my_logger - INFO - Column CPP：三元共聚薄膜：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,353 - my_logger - INFO - Column 热水管：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,353 - my_logger - INFO - Column 热水管：生产比例：中国（日） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,356 - my_logger - INFO - Column BOPP利润（华东地区） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,356 - my_logger - INFO - Column BOPP利润（华东地区） was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,358 - my_logger - INFO - Column PP下游成品库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,358 - my_logger - INFO - Column PP下游成品库存天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,361 - my_logger - INFO - Column PP部分下游订单天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,361 - my_logger - INFO - Column PP部分下游订单天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,363 - my_logger - INFO - Column 中国BOPP订单天数同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,363 - my_logger - INFO - Column 中国BOPP订单天数同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,366 - my_logger - INFO - Column 中国BOPP订单天数/4WMA was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,366 - my_logger - INFO - Column 中国BOPP订单天数/4WMA was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,368 - my_logger - INFO - Column BOPP完工订单工作量（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,368 - my_logger - INFO - Column BOPP完工订单工作量（周） was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,372 - my_logger - INFO - Column BOPP日度新订单量（T） was last updated at 2024-11-05
|
||
2024-11-19 17:01:47,372 - my_logger - INFO - Column BOPP日度新订单量（T） was last updated at 2024-11-05
|
||
2024-11-19 17:01:47,375 - my_logger - INFO - Column BOPP新订单量（7DMA） was last updated at 2024-11-05
|
||
2024-11-19 17:01:47,375 - my_logger - INFO - Column BOPP新订单量（7DMA） was last updated at 2024-11-05
|
||
2024-11-19 17:01:47,377 - my_logger - INFO - Column 中国再生PP周度样本成交量 was last updated at 2024-11-01
|
||
2024-11-19 17:01:47,377 - my_logger - INFO - Column 中国再生PP周度样本成交量 was last updated at 2024-11-01
|
||
2024-11-19 17:01:47,381 - my_logger - INFO - Column BOPP开工率超季节性/3年 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,381 - my_logger - INFO - Column BOPP开工率超季节性/3年 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,383 - my_logger - INFO - Column 中国BOPP成品库存量同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,383 - my_logger - INFO - Column 中国BOPP成品库存量同差 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,386 - my_logger - INFO - Column 中国CPP订单天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,386 - my_logger - INFO - Column 中国CPP订单天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,388 - my_logger - INFO - Column BOPP订单天数变频 was last updated at 2024-11-19
|
||
2024-11-19 17:01:47,388 - my_logger - INFO - Column BOPP订单天数变频 was last updated at 2024-11-19
|
||
2024-11-19 17:01:47,391 - my_logger - INFO - Column BOPP 订单-成品天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,391 - my_logger - INFO - Column BOPP 订单-成品天数 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,394 - my_logger - INFO - Column 中国：华东地区：市场平均价：BOPP厚光膜 was last updated at 2024-11-17
|
||
2024-11-19 17:01:47,394 - my_logger - INFO - Column 中国：华东地区：市场平均价：BOPP厚光膜 was last updated at 2024-11-17
|
||
2024-11-19 17:01:47,397 - my_logger - INFO - Column LME铜价 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,397 - my_logger - INFO - Column LME铜价 was last updated at 2024-11-15
|
||
2024-11-19 17:01:47,399 - my_logger - INFO - Column 黄金连1合约 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,399 - my_logger - INFO - Column 黄金连1合约 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,401 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,401 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,404 - my_logger - INFO - Column 美元指数 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,404 - my_logger - INFO - Column 美元指数 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,407 - my_logger - INFO - Column 甲醇鲁南价格 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,407 - my_logger - INFO - Column 甲醇鲁南价格 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,410 - my_logger - INFO - Column 甲醇太仓港口价格 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,410 - my_logger - INFO - Column 甲醇太仓港口价格 was last updated at 2024-11-14
|
||
2024-11-19 17:01:47,412 - my_logger - INFO - Column 山东丙烯主流价 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,412 - my_logger - INFO - Column 山东丙烯主流价 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,414 - my_logger - INFO - Column 丙烷（山东） was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,414 - my_logger - INFO - Column 丙烷（山东） was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,416 - my_logger - INFO - Column FEI丙烷 M1 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,416 - my_logger - INFO - Column FEI丙烷 M1 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,418 - my_logger - INFO - Column 在岸人民币汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,418 - my_logger - INFO - Column 在岸人民币汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,421 - my_logger - INFO - Column 南华工业品指数 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,421 - my_logger - INFO - Column 南华工业品指数 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,423 - my_logger - INFO - Column PVC期货主力 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,423 - my_logger - INFO - Column PVC期货主力 was last updated at 2024-11-18
|
||
2024-11-19 17:01:47,425 - my_logger - INFO - Column PE期货收盘价 was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,425 - my_logger - INFO - Column PE期货收盘价 was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,428 - my_logger - INFO - Column PP连续-1月 was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,428 - my_logger - INFO - Column PP连续-1月 was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,431 - my_logger - INFO - Column PP连续-5月 was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,431 - my_logger - INFO - Column PP连续-5月 was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,433 - my_logger - INFO - Column PP连续-9月 was last updated at 2024-11-04
|
||
2024-11-19 17:01:47,433 - my_logger - INFO - Column PP连续-9月 was last updated at 2024-11-04
|
||
2024-11-19 17:03:55,900 - my_logger - INFO - 从eta获取数据...
|
||
2024-11-19 17:03:56,533 - my_logger - INFO - 跳过指标 美国:东海岸地区:炼油厂的投入与使用情况:开工率:四周均值
|
||
2024-11-19 17:03:56,764 - my_logger - INFO - 跳过指标 美国:炼油厂的投入与使用情况:开工率:四周均值
|
||
2024-11-19 17:03:56,944 - my_logger - INFO - 跳过指标 美国:洛基山地区:炼油厂的投入与使用情况:开工率:四周均值
|
||
2024-11-19 17:03:57,120 - my_logger - INFO - 跳过指标 美国:墨西哥湾沿岸:炼油厂的投入与使用情况:开工率:四周均值
|
||
2024-11-19 17:03:57,299 - my_logger - INFO - 跳过指标 美国:西海岸地区:炼油厂的投入与使用情况:开工率:四周均值
|
||
2024-11-19 17:03:57,484 - my_logger - INFO - 跳过指标 美国:中西部地区:炼油厂的投入与使用情况:开工率:四周均值
|
||
2024-11-19 17:03:58,396 - my_logger - INFO - 跳过指标 中国航班执行数/7DMA
|
||
2024-11-19 17:03:58,824 - my_logger - INFO - 跳过指标 美国汽油表需（周度）1周环差负值
|
||
2024-11-19 17:03:58,825 - my_logger - INFO - 跳过指标 美国汽油表需（周度）1周环差
|
||
2024-11-19 17:03:59,066 - my_logger - INFO - 跳过指标 美国汽油产量（周度）1周环差
|
||
2024-11-19 17:04:00,220 - my_logger - INFO - 跳过指标 美国原油周度表需/4WMA
|
||
2024-11-19 17:04:00,220 - my_logger - INFO - 跳过指标 美国油品表需/4WMA
|
||
2024-11-19 17:04:00,221 - my_logger - INFO - 跳过指标 美国油品表需4周环差
|
||
2024-11-19 17:04:00,437 - my_logger - INFO - 跳过指标 道琼斯旅游与休闲/标普500
|
||
2024-11-19 17:04:00,437 - my_logger - INFO - 跳过指标 DOE-柴油产量1周环差
|
||
2024-11-19 17:04:00,438 - my_logger - INFO - 跳过指标 DOE-美国汽油产量1周环差
|
||
2024-11-19 17:04:00,438 - my_logger - INFO - 跳过指标 美国航煤表需一周环差负值
|
||
2024-11-19 17:04:00,439 - my_logger - INFO - 跳过指标 美国馏分油表需一周环差负值
|
||
2024-11-19 17:04:00,439 - my_logger - INFO - 跳过指标 美国汽油表需一周环差负值
|
||
2024-11-19 17:04:00,439 - my_logger - INFO - 跳过指标 欧洲汽油裂差
|
||
2024-11-19 17:04:00,440 - my_logger - INFO - 跳过指标 欧洲柴油裂差
|
||
2024-11-19 17:04:00,797 - my_logger - INFO - 跳过指标 中国主营炼厂产能利用率1周环差
|
||
2024-11-19 17:04:01,318 - my_logger - INFO - 跳过指标 美国零售拥堵指数（周环比）/3WMA
|
||
2024-11-19 17:04:01,318 - my_logger - INFO - 跳过指标 美国炼厂原油输入量1周环差
|
||
2024-11-19 17:04:02,413 - my_logger - INFO - 跳过指标 美国炼厂原油输入量4周均值
|
||
2024-11-19 17:04:03,508 - my_logger - INFO - 跳过指标 美国柴油期货裂差
|
||
2024-11-19 17:04:03,509 - my_logger - INFO - 跳过指标 美国墨西哥湾柴油裂差
|
||
2024-11-19 17:04:03,617 - my_logger - INFO - 跳过指标 美国纽约港柴油裂差
|
||
2024-11-19 17:04:03,618 - my_logger - INFO - 跳过指标 欧洲柴油期货裂差
|
||
2024-11-19 17:04:03,618 - my_logger - INFO - 跳过指标 西北欧轻柴油裂差
|
||
2024-11-19 17:04:03,618 - my_logger - INFO - 跳过指标 新加坡柴油裂差
|
||
2024-11-19 17:04:03,619 - my_logger - INFO - 跳过指标 美国汽油期货裂差
|
||
2024-11-19 17:04:03,619 - my_logger - INFO - 跳过指标 美国墨西哥湾汽油裂差
|
||
2024-11-19 17:04:03,619 - my_logger - INFO - 跳过指标 美国纽约港汽油裂差
|
||
2024-11-19 17:04:03,621 - my_logger - INFO - 跳过指标 欧洲鹿特丹汽油裂差
|
||
2024-11-19 17:04:03,621 - my_logger - INFO - 跳过指标 新加坡汽油裂差
|
||
2024-11-19 17:04:06,436 - my_logger - INFO - 跳过指标 美国汽柴航煤4周平均表需
|
||
2024-11-19 17:04:08,108 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA5日环差/65DMA
|
||
2024-11-19 17:04:08,109 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA5日环差/65DMA
|
||
2024-11-19 17:04:08,109 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/65DMA
|
||
2024-11-19 17:04:08,109 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/65DMA
|
||
2024-11-19 17:04:08,111 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA5日环差
|
||
2024-11-19 17:04:08,111 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA5日环差
|
||
2024-11-19 17:04:08,112 - my_logger - INFO - 跳过指标 HO近12月合约均价裂解/5DMA
|
||
2024-11-19 17:04:08,112 - my_logger - INFO - 跳过指标 RBOB近12月合约均价裂解/5DMA
|
||
2024-11-19 17:04:12,038 - my_logger - INFO - 跳过指标 Brent连1合约价格/2DMA
|
||
2024-11-19 17:04:12,039 - my_logger - INFO - 跳过指标 Brent连1合约价格/7DMA
|
||
2024-11-19 17:04:12,039 - my_logger - INFO - 跳过指标 Brent连1合约价格/23DMA
|
||
2024-11-19 17:04:12,040 - my_logger - INFO - 跳过指标 库欣原油库存超季节性/5年拟合残差/WTI c1-c6
|
||
2024-11-19 17:04:12,040 - my_logger - INFO - 跳过指标 Brent连1合约价格/5DMA
|
||
2024-11-19 17:04:12,041 - my_logger - INFO - 跳过指标 Brent c1-c2超季节性/3年
|
||
2024-11-19 17:04:12,041 - my_logger - INFO - 跳过指标 PP主力收盘价拟合残差/期货收盘价（活跃）：布伦特原油
|
||
2024-11-19 17:04:12,042 - my_logger - INFO - 跳过指标 Brent连1合约价格/11DMA
|
||
2024-11-19 17:04:12,042 - my_logger - INFO - 跳过指标 山东地炼柴油裂解价差拟合残差/期货结算价（活跃）：布伦特原油
|
||
2024-11-19 17:04:12,042 - my_logger - INFO - 跳过指标 山东地炼汽油裂解价差拟合残差/
|
||
2024-11-19 17:04:12,043 - my_logger - INFO - 跳过指标 原油(中国胜利)拟合残差/布伦特原油
|
||
2024-11-19 17:04:12,043 - my_logger - INFO - 跳过指标 Brent连1合约价格/21DMA
|
||
2024-11-19 17:04:12,044 - my_logger - INFO - 跳过指标 Brent连1合约价格/14DMA
|
||
2024-11-19 17:04:12,045 - my_logger - INFO - 跳过指标 Brent连1合约价格/15DMA
|
||
2024-11-19 17:04:12,045 - my_logger - INFO - 跳过指标 Brent连1-连12
|
||
2024-11-19 17:04:20,488 - my_logger - INFO - 跳过指标 WTI c1-c36
|
||
2024-11-19 17:04:20,490 - my_logger - INFO - 跳过指标 WTI c1-c24
|
||
2024-11-19 17:04:20,491 - my_logger - INFO - 跳过指标 WTI c1-c12
|
||
2024-11-19 17:04:23,016 - my_logger - INFO - 跳过指标 Brent c1-c36
|
||
2024-11-19 17:04:23,017 - my_logger - INFO - 跳过指标 Brent c1-c24
|
||
2024-11-19 17:04:23,018 - my_logger - INFO - 跳过指标 Brent c1-c12
|
||
2024-11-19 17:04:27,814 - my_logger - INFO - 跳过指标 Brent连1合约价格1日环差
|
||
2024-11-19 17:04:27,815 - my_logger - INFO - 跳过指标 Brent连1合约价格1日环比
|
||
2024-11-19 17:04:27,815 - my_logger - INFO - 跳过指标 WTI连1合约价格拟合残差/美国标普500指数
|
||
2024-11-19 17:04:28,254 - my_logger - INFO - 跳过指标 Dubai连2合约价格
|
||
2024-11-19 17:04:28,254 - my_logger - INFO - 跳过指标 Dubai连4合约价格
|
||
2024-11-19 17:04:28,696 - my_logger - INFO - 跳过指标 美国RBOB期货2212月份合约价格
|
||
2024-11-19 17:04:28,697 - my_logger - INFO - 跳过指标 美国RBOB期货2301月份合约价格
|
||
2024-11-19 17:04:28,697 - my_logger - INFO - 跳过指标 美国RBOB期货2306月份合约价格
|
||
2024-11-19 17:04:30,529 - my_logger - INFO - 跳过指标 Dubai连7合约价格
|
||
2024-11-19 17:04:30,530 - my_logger - INFO - 跳过指标 Dubai连9合约价格
|
||
2024-11-19 17:04:30,530 - my_logger - INFO - 跳过指标 迪拜连7-连9月差
|
||
2024-11-19 17:04:31,717 - my_logger - INFO - 跳过指标 Brent连2
|
||
2024-11-19 17:04:31,717 - my_logger - INFO - 跳过指标 WTI连2合约价格
|
||
2024-11-19 17:04:32,539 - my_logger - INFO - 跳过指标 WTI连4合约价格
|
||
2024-11-19 17:04:33,387 - my_logger - INFO - 跳过指标 Brent连4合约价格
|
||
2024-11-19 17:04:34,828 - my_logger - INFO - 跳过指标 WTI连7合约价格
|
||
2024-11-19 17:04:35,075 - my_logger - INFO - 跳过指标 WTI连12合约价格
|
||
2024-11-19 17:04:35,401 - my_logger - INFO - 跳过指标 布伦特连24合约价格
|
||
2024-11-19 17:04:35,934 - my_logger - INFO - 跳过指标 Brent连6合约价格
|
||
2024-11-19 17:04:35,934 - my_logger - INFO - 跳过指标 Brent连12合约价格
|
||
2024-11-19 17:04:35,936 - my_logger - INFO - 跳过指标 Brent连9合约
|
||
2024-11-19 17:04:35,936 - my_logger - INFO - 跳过指标 brent连3合约
|
||
2024-11-19 17:04:35,937 - my_logger - INFO - 跳过指标 Brent连5
|
||
2024-11-19 17:04:35,937 - my_logger - INFO - 跳过指标 Brent连10合约
|
||
2024-11-19 17:04:35,938 - my_logger - INFO - 跳过指标 Brent连11合约
|
||
2024-11-19 17:04:35,938 - my_logger - INFO - 跳过指标 WTI连3合约价格
|
||
2024-11-19 17:04:35,938 - my_logger - INFO - 跳过指标 Brent 连7合约价格
|
||
2024-11-19 17:04:35,939 - my_logger - INFO - 跳过指标 Brent连8合约价格
|
||
2024-11-19 17:04:35,939 - my_logger - INFO - 跳过指标 Brent连13
|
||
2024-11-19 17:04:36,587 - my_logger - INFO - 跳过指标 ICE Brent c15
|
||
2024-11-19 17:04:36,588 - my_logger - INFO - 跳过指标 ICE Brent c16
|
||
2024-11-19 17:04:36,588 - my_logger - INFO - 跳过指标 ICE Brent c17
|
||
2024-11-19 17:04:36,589 - my_logger - INFO - 跳过指标 ICE Brent c18
|
||
2024-11-19 17:04:36,589 - my_logger - INFO - 跳过指标 ICE Brent c19
|
||
2024-11-19 17:04:36,589 - my_logger - INFO - 跳过指标 ICE Brent c20
|
||
2024-11-19 17:04:36,865 - my_logger - INFO - 跳过指标 ICE Brent c21
|
||
2024-11-19 17:04:36,865 - my_logger - INFO - 跳过指标 ICE Brent c22
|
||
2024-11-19 17:04:36,866 - my_logger - INFO - 跳过指标 ICE Brent c23
|
||
2024-11-19 17:04:36,866 - my_logger - INFO - 跳过指标 ICE Brent c25
|
||
2024-11-19 17:04:36,867 - my_logger - INFO - 跳过指标 ICE Brent c26
|
||
2024-11-19 17:04:36,867 - my_logger - INFO - 跳过指标 ICE Brent c27
|
||
2024-11-19 17:04:36,867 - my_logger - INFO - 跳过指标 ICE Brent c28
|
||
2024-11-19 17:04:36,868 - my_logger - INFO - 跳过指标 ICE Brent c29
|
||
2024-11-19 17:04:36,868 - my_logger - INFO - 跳过指标 ICE Brent c30
|
||
2024-11-19 17:04:36,870 - my_logger - INFO - 跳过指标 ICE Brent c31
|
||
2024-11-19 17:04:36,870 - my_logger - INFO - 跳过指标 ICE Brent c32
|
||
2024-11-19 17:04:36,871 - my_logger - INFO - 跳过指标 ICE Brent c33
|
||
2024-11-19 17:04:36,871 - my_logger - INFO - 跳过指标 ICE Brent c34
|
||
2024-11-19 17:04:36,871 - my_logger - INFO - 跳过指标 ICE Brent c35
|
||
2024-11-19 17:04:36,872 - my_logger - INFO - 跳过指标 ICE Brent c36
|
||
2024-11-19 17:04:37,730 - my_logger - INFO - 跳过指标 NYMWX WTI c6
|
||
2024-11-19 17:04:37,730 - my_logger - INFO - 跳过指标 NYMWX WTI c8
|
||
2024-11-19 17:04:37,731 - my_logger - INFO - 跳过指标 NYMWX WTI c9
|
||
2024-11-19 17:04:37,731 - my_logger - INFO - 跳过指标 NYMWX WTI c10
|
||
2024-11-19 17:04:37,732 - my_logger - INFO - 跳过指标 NYMWX WTI c11
|
||
2024-11-19 17:04:37,732 - my_logger - INFO - 跳过指标 NYMWX WTI c13
|
||
2024-11-19 17:04:37,733 - my_logger - INFO - 跳过指标 NYMWX WTI c14
|
||
2024-11-19 17:04:37,733 - my_logger - INFO - 跳过指标 NYMWX WTI c15
|
||
2024-11-19 17:04:37,734 - my_logger - INFO - 跳过指标 NYMWX WTI c16
|
||
2024-11-19 17:04:37,734 - my_logger - INFO - 跳过指标 NYMWX WTI c17
|
||
2024-11-19 17:04:37,735 - my_logger - INFO - 跳过指标 NYMWX WTI c18
|
||
2024-11-19 17:04:37,735 - my_logger - INFO - 跳过指标 NYMWX WTI c19
|
||
2024-11-19 17:04:37,736 - my_logger - INFO - 跳过指标 NYMWX WTI c20
|
||
2024-11-19 17:04:37,736 - my_logger - INFO - 跳过指标 NYMWX WTI c21
|
||
2024-11-19 17:04:37,737 - my_logger - INFO - 跳过指标 NYMWX WTI c22
|
||
2024-11-19 17:04:37,737 - my_logger - INFO - 跳过指标 NYMWX WTI c23
|
||
2024-11-19 17:04:37,737 - my_logger - INFO - 跳过指标 NYMWX WTI c25
|
||
2024-11-19 17:04:37,738 - my_logger - INFO - 跳过指标 NYMWX WTI c26
|
||
2024-11-19 17:04:37,738 - my_logger - INFO - 跳过指标 NYMWX WTI c27
|
||
2024-11-19 17:04:37,738 - my_logger - INFO - 跳过指标 NYMWX WTI c28
|
||
2024-11-19 17:04:37,739 - my_logger - INFO - 跳过指标 NYMWX WTI c29
|
||
2024-11-19 17:04:37,739 - my_logger - INFO - 跳过指标 NYMWX WTI c30
|
||
2024-11-19 17:04:37,739 - my_logger - INFO - 跳过指标 NYMWX WTI c31
|
||
2024-11-19 17:04:37,740 - my_logger - INFO - 跳过指标 NYMWX WTI c32
|
||
2024-11-19 17:04:37,740 - my_logger - INFO - 跳过指标 NYMWX WTI c33
|
||
2024-11-19 17:04:37,741 - my_logger - INFO - 跳过指标 NYMWX WTI c34
|
||
2024-11-19 17:04:37,741 - my_logger - INFO - 跳过指标 NYMWX WTI c35
|
||
2024-11-19 17:04:37,742 - my_logger - INFO - 跳过指标 NYMWX WTI c36
|
||
2024-11-19 17:04:38,000 - my_logger - INFO - 跳过指标 INE SC c2
|
||
2024-11-19 17:04:38,001 - my_logger - INFO - 跳过指标 INE SC c3
|
||
2024-11-19 17:04:38,001 - my_logger - INFO - 跳过指标 INE SC c4
|
||
2024-11-19 17:04:38,003 - my_logger - INFO - 跳过指标 INE SC c5
|
||
2024-11-19 17:04:38,003 - my_logger - INFO - 跳过指标 INE SC c6
|
||
2024-11-19 17:04:38,004 - my_logger - INFO - 跳过指标 INE SC c7
|
||
2024-11-19 17:04:38,004 - my_logger - INFO - 跳过指标 INE SC c8
|
||
2024-11-19 17:04:38,005 - my_logger - INFO - 跳过指标 INE SC c9
|
||
2024-11-19 17:04:38,005 - my_logger - INFO - 跳过指标 INE SC c10
|
||
2024-11-19 17:04:38,005 - my_logger - INFO - 跳过指标 INE SC c11
|
||
2024-11-19 17:04:38,006 - my_logger - INFO - 跳过指标 INE SC c12
|
||
2024-11-19 17:04:38,006 - my_logger - INFO - 跳过指标 INE SC c13
|
||
2024-11-19 17:04:38,007 - my_logger - INFO - 跳过指标 INE SC c14
|
||
2024-11-19 17:04:38,007 - my_logger - INFO - 跳过指标 INE SC c15
|
||
2024-11-19 17:04:38,008 - my_logger - INFO - 跳过指标 INE SC c16
|
||
2024-11-19 17:04:38,008 - my_logger - INFO - 跳过指标 INE SC c17
|
||
2024-11-19 17:04:38,009 - my_logger - INFO - 跳过指标 INE SC c18
|
||
2024-11-19 17:04:38,009 - my_logger - INFO - 跳过指标 INE SC c19
|
||
2024-11-19 17:04:38,009 - my_logger - INFO - 跳过指标 INE SC c20
|
||
2024-11-19 17:04:38,010 - my_logger - INFO - 跳过指标 EFS c1
|
||
2024-11-19 17:04:38,010 - my_logger - INFO - 跳过指标 EFS c2
|
||
2024-11-19 17:04:38,011 - my_logger - INFO - 跳过指标 EFS c3
|
||
2024-11-19 17:04:38,011 - my_logger - INFO - 跳过指标 EFS c4
|
||
2024-11-19 17:04:38,012 - my_logger - INFO - 跳过指标 EFS c5
|
||
2024-11-19 17:04:38,012 - my_logger - INFO - 跳过指标 EFS c6
|
||
2024-11-19 17:04:38,012 - my_logger - INFO - 跳过指标 Dubai Swap c15
|
||
2024-11-19 17:04:38,013 - my_logger - INFO - 跳过指标 Dubai Swap c16
|
||
2024-11-19 17:04:38,013 - my_logger - INFO - 跳过指标 Dubai Swap c17
|
||
2024-11-19 17:04:38,014 - my_logger - INFO - 跳过指标 Dubai Swap c18
|
||
2024-11-19 17:04:38,014 - my_logger - INFO - 跳过指标 Dubai Swap c19
|
||
2024-11-19 17:04:38,015 - my_logger - INFO - 跳过指标 Dubai Swap c20
|
||
2024-11-19 17:04:38,015 - my_logger - INFO - 跳过指标 Dubai Swap c21
|
||
2024-11-19 17:04:38,016 - my_logger - INFO - 跳过指标 Dubai Swap c22
|
||
2024-11-19 17:04:38,205 - my_logger - INFO - 跳过指标 Oman Swap c2
|
||
2024-11-19 17:04:38,206 - my_logger - INFO - 跳过指标 Oman Swap c3
|
||
2024-11-19 17:04:38,206 - my_logger - INFO - 跳过指标 Oman Swap c4
|
||
2024-11-19 17:04:38,207 - my_logger - INFO - 跳过指标 Oman Swap c5
|
||
2024-11-19 17:04:38,207 - my_logger - INFO - 跳过指标 Oman Swap c6
|
||
2024-11-19 17:04:38,208 - my_logger - INFO - 跳过指标 Oman Swap c7
|
||
2024-11-19 17:04:38,208 - my_logger - INFO - 跳过指标 Oman Swap c8
|
||
2024-11-19 17:04:38,208 - my_logger - INFO - 跳过指标 Oman Swap c9
|
||
2024-11-19 17:04:38,209 - my_logger - INFO - 跳过指标 Oman Swap c10
|
||
2024-11-19 17:04:38,209 - my_logger - INFO - 跳过指标 Oman Swap c11
|
||
2024-11-19 17:04:38,210 - my_logger - INFO - 跳过指标 Oman Swap c12
|
||
2024-11-19 17:04:38,210 - my_logger - INFO - 跳过指标 Oman Swap c13
|
||
2024-11-19 17:04:38,211 - my_logger - INFO - 跳过指标 Oman Swap c14
|
||
2024-11-19 17:04:38,211 - my_logger - INFO - 跳过指标 Oman Swap c15
|
||
2024-11-19 17:04:38,212 - my_logger - INFO - 跳过指标 Oman Swap c16
|
||
2024-11-19 17:04:38,212 - my_logger - INFO - 跳过指标 Oman Swap c17
|
||
2024-11-19 17:04:38,213 - my_logger - INFO - 跳过指标 Oman Swap c18
|
||
2024-11-19 17:04:38,213 - my_logger - INFO - 跳过指标 Oman Swap c19
|
||
2024-11-19 17:04:38,214 - my_logger - INFO - 跳过指标 Oman Swap c20
|
||
2024-11-19 17:04:38,214 - my_logger - INFO - 跳过指标 Oman Swap c21
|
||
2024-11-19 17:04:38,215 - my_logger - INFO - 跳过指标 Oman Swap c22
|
||
2024-11-19 17:04:38,215 - my_logger - INFO - 跳过指标 Oman Swap c23
|
||
2024-11-19 17:04:38,215 - my_logger - INFO - 跳过指标 Oman Swap c24
|
||
2024-11-19 17:04:38,216 - my_logger - INFO - 跳过指标 Oman Swap c25
|
||
2024-11-19 17:04:38,216 - my_logger - INFO - 跳过指标 Oman Swap c26
|
||
2024-11-19 17:04:38,217 - my_logger - INFO - 跳过指标 Oman Swap c27
|
||
2024-11-19 17:04:38,218 - my_logger - INFO - 跳过指标 Oman Swap c28
|
||
2024-11-19 17:04:38,218 - my_logger - INFO - 跳过指标 Oman Swap c29
|
||
2024-11-19 17:04:38,219 - my_logger - INFO - 跳过指标 Oman Swap c30
|
||
2024-11-19 17:04:38,220 - my_logger - INFO - 跳过指标 Oman Swap c31
|
||
2024-11-19 17:04:38,220 - my_logger - INFO - 跳过指标 Oman Swap c32
|
||
2024-11-19 17:04:38,221 - my_logger - INFO - 跳过指标 Oman Swap c33
|
||
2024-11-19 17:04:38,221 - my_logger - INFO - 跳过指标 Oman Swap c34
|
||
2024-11-19 17:04:38,222 - my_logger - INFO - 跳过指标 Oman Swap c35
|
||
2024-11-19 17:04:38,222 - my_logger - INFO - 跳过指标 Oman Swap c36
|
||
2024-11-19 17:04:38,223 - my_logger - INFO - 跳过指标 Oman Swap c37
|
||
2024-11-19 17:04:38,223 - my_logger - INFO - 跳过指标 Oman Swap c38
|
||
2024-11-19 17:04:38,742 - my_logger - INFO - 跳过指标 DME Oman c2
|
||
2024-11-19 17:04:38,743 - my_logger - INFO - 跳过指标 DME Oman c3
|
||
2024-11-19 17:04:38,744 - my_logger - INFO - 跳过指标 DME Oman c4
|
||
2024-11-19 17:04:38,744 - my_logger - INFO - 跳过指标 DME Oman c5
|
||
2024-11-19 17:04:38,745 - my_logger - INFO - 跳过指标 DME Oman c6
|
||
2024-11-19 17:04:38,943 - my_logger - INFO - 跳过指标 Murban Futures c2
|
||
2024-11-19 17:04:38,944 - my_logger - INFO - 跳过指标 Murban Futures c3
|
||
2024-11-19 17:04:38,945 - my_logger - INFO - 跳过指标 Murban Futures c4
|
||
2024-11-19 17:04:38,945 - my_logger - INFO - 跳过指标 Murban Futures c5
|
||
2024-11-19 17:04:38,946 - my_logger - INFO - 跳过指标 Murban Futures c6
|
||
2024-11-19 17:04:49,202 - my_logger - INFO - 跳过指标 EFS c1-c2
|
||
2024-11-19 17:04:49,203 - my_logger - INFO - 跳过指标 TD3C 运费 c1-c2
|
||
2024-11-19 17:04:51,714 - my_logger - INFO - 跳过指标 SC c1-c2/7DMA
|
||
2024-11-19 17:04:51,865 - my_logger - INFO - 跳过指标 美国柴油裂差-美国汽油裂差
|
||
2024-11-19 17:04:51,865 - my_logger - INFO - 跳过指标 Brent c1-c2 (结算)
|
||
2024-11-19 17:04:57,345 - my_logger - INFO - 跳过指标 Brent c1-c2 (结算B)
|
||
2024-11-19 17:04:57,609 - my_logger - INFO - 跳过指标 WTI c1-c2 (结算B)
|
||
2024-11-19 17:04:57,882 - my_logger - INFO - 跳过指标 DME Oman c1 02:30收盘价预估
|
||
2024-11-19 17:04:57,883 - my_logger - INFO - 跳过指标 DME Oman c2 02:30收盘价预估
|
||
2024-11-19 17:04:58,346 - my_logger - INFO - 跳过指标 Brent连1合约价格/12DMA
|
||
2024-11-19 17:05:00,657 - my_logger - INFO - 跳过指标 美国成品车用汽油库存1周环差
|
||
2024-11-19 17:05:00,658 - my_logger - INFO - 跳过指标 美国PADD1原油库存1周环差
|
||
2024-11-19 17:05:00,658 - my_logger - INFO - 跳过指标 美国PADD3原油库存1周环差
|
||
2024-11-19 17:05:00,659 - my_logger - INFO - 跳过指标 美国PADD2原油库存1周环差
|
||
2024-11-19 17:05:00,659 - my_logger - INFO - 跳过指标 美国PADD5原油库存1周环差
|
||
2024-11-19 17:05:00,660 - my_logger - INFO - 跳过指标 美国PADD4原油库存1周环差
|
||
2024-11-19 17:05:02,595 - my_logger - INFO - 跳过指标 库欣原油库存1周环差
|
||
2024-11-19 17:05:02,840 - my_logger - INFO - 跳过指标 美国战略储备原油库存1周环差
|
||
2024-11-19 17:05:02,840 - my_logger - INFO - 跳过指标 美国商业原油库存1周环差
|
||
2024-11-19 17:05:08,333 - my_logger - INFO - 跳过指标 中东原油成本+运费
|
||
2024-11-19 17:05:10,112 - my_logger - INFO - 跳过指标 Brent原油现货价格/8DMA
|
||
2024-11-19 17:05:10,113 - my_logger - INFO - 跳过指标 现货价:原油:英国布伦特Dtd/8DMA
|
||
2024-11-19 17:05:35,055 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/Brent 连2-连3
|
||
2024-11-19 17:05:35,056 - my_logger - INFO - 跳过指标 BrentC1-C21日环差
|
||
2024-11-19 17:05:46,036 - my_logger - INFO - 跳过指标 OMAN原油中质远期现货DES价30DMA
|
||
2024-11-19 17:05:47,820 - my_logger - INFO - 跳过指标 VLCC原油运价（中东至日本）
|
||
2024-11-19 17:05:53,439 - my_logger - INFO - 跳过指标 中东-中国原油运费
|
||
2024-11-19 17:05:57,254 - my_logger - INFO - 跳过指标 波斯湾到中国VLCC原油运费（美元/天）
|
||
2024-11-19 17:05:57,255 - my_logger - INFO - 跳过指标 波斯湾到新加坡VLCC油轮运费
|
||
2024-11-19 17:05:59,628 - my_logger - INFO - 跳过指标 原油波动率
|
||
2024-11-19 17:06:09,789 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/DFL
|
||
2024-11-19 17:06:10,589 - my_logger - INFO - 跳过指标 SC c3-阿曼到岸入罐成本/7DMA
|
||
2024-11-19 17:06:20,631 - my_logger - INFO - 跳过指标 美国汽油净进口（周度）1周环差
|
||
2024-11-19 17:06:21,088 - my_logger - INFO - 跳过指标 美国代表性页岩油公司股价
|
||
2024-11-19 17:06:21,343 - my_logger - INFO - 跳过指标 美国国内周度原油产量1周环差
|
||
2024-11-19 17:06:21,344 - my_logger - INFO - 跳过指标 EIA周度NGL产量同比
|
||
2024-11-19 17:06:21,344 - my_logger - INFO - 跳过指标 美国原油活跃钻机数同比
|
||
2024-11-19 17:06:21,487 - my_logger - INFO - 跳过指标 原油：主营炼厂：产能利用率：中国（周）日度变频
|
||
2024-11-19 17:06:21,785 - my_logger - INFO - 跳过指标 美国原油周度调整项/4WMA
|
||
2024-11-19 17:06:21,785 - my_logger - INFO - 跳过指标 美国FCC装置检修量
|
||
2024-11-19 17:06:21,786 - my_logger - INFO - 跳过指标 美国VDU装置检修量
|
||
2024-11-19 17:06:22,032 - my_logger - INFO - 跳过指标 美国炼厂CDU装置检修量
|
||
2024-11-19 17:06:22,032 - my_logger - INFO - 跳过指标 美国炼厂部分装置检修量
|
||
2024-11-19 17:06:22,185 - my_logger - INFO - 跳过指标 俄罗斯CDU装置检修量
|
||
2024-11-19 17:06:22,437 - my_logger - INFO - 跳过指标 法国CDU检修量
|
||
2024-11-19 17:06:22,437 - my_logger - INFO - 跳过指标 法国CDU检修量/7DMA
|
||
2024-11-19 17:06:22,437 - my_logger - INFO - 跳过指标 法国CDU检修量超季节性/5年
|
||
2024-11-19 17:06:22,635 - my_logger - INFO - 跳过指标 美国FCC装置检修量超季节性/3年
|
||
2024-11-19 17:06:22,636 - my_logger - INFO - 跳过指标 西北欧FCC装置检修量
|
||
2024-11-19 17:06:22,636 - my_logger - INFO - 跳过指标 西北欧FCC装置检修量/7DMA
|
||
2024-11-19 17:06:22,637 - my_logger - INFO - 跳过指标 西北欧加氢裂化装置检修量
|
||
2024-11-19 17:06:22,637 - my_logger - INFO - 跳过指标 西北欧加氢裂化装置检修量/7DMA
|
||
2024-11-19 17:06:22,638 - my_logger - INFO - 跳过指标 美国FCC装置检修量/7DMA
|
||
2024-11-19 17:06:22,638 - my_logger - INFO - 跳过指标 美国炼厂CDU装置检修量超季节性/3年
|
||
2024-11-19 17:06:22,639 - my_logger - INFO - 跳过指标 中国CDU检修量
|
||
2024-11-19 17:06:23,132 - my_logger - INFO - 跳过指标 全球加氢装置检修（千桶/日）
|
||
2024-11-19 17:06:23,133 - my_logger - INFO - 跳过指标 全球重整装置检修（千桶/日）
|
||
2024-11-19 17:06:23,134 - my_logger - INFO - 跳过指标 全球CDU装置检修（千桶/日）
|
||
2024-11-19 17:06:24,207 - my_logger - INFO - 跳过指标 西北欧CDU装置检修量
|
||
2024-11-19 17:06:24,208 - my_logger - INFO - 跳过指标 地中海国家CDU装置检修量
|
||
2024-11-19 17:06:24,208 - my_logger - INFO - 跳过指标 东欧CDU装置检修量
|
||
2024-11-19 17:06:24,208 - my_logger - INFO - 跳过指标 欧洲CDU装置检修量
|
||
2024-11-19 17:06:29,061 - my_logger - INFO - 跳过指标 美国原油活跃钻机数1周环差
|
||
2024-11-19 17:06:30,357 - my_logger - INFO - 跳过指标 页岩油公司EOG 股价
|
||
2024-11-19 17:06:30,358 - my_logger - INFO - 跳过指标 康菲石油公司股价
|
||
2024-11-19 17:06:30,359 - my_logger - INFO - 跳过指标 Pioneer公司股价
|
||
2024-11-19 17:06:30,359 - my_logger - INFO - 跳过指标 HESS公司股价
|
||
2024-11-19 17:06:30,360 - my_logger - INFO - 跳过指标 西方石油公司股价
|
||
2024-11-19 17:06:30,360 - my_logger - INFO - 跳过指标 Coterra公司股价
|
||
2024-11-19 17:06:30,361 - my_logger - INFO - 跳过指标 Concho Resources 公司股价
|
||
2024-11-19 17:06:30,361 - my_logger - INFO - 跳过指标 Black Stone Minerals LP股价
|
||
2024-11-19 17:06:30,361 - my_logger - INFO - 跳过指标 Continental Resources Inc股价
|
||
2024-11-19 17:06:30,362 - my_logger - INFO - 跳过指标 Diamondback Energy Inc股价
|
||
2024-11-19 17:06:30,883 - my_logger - INFO - 跳过指标 戴文能源股价
|
||
2024-11-19 17:06:32,060 - my_logger - INFO - 跳过指标 亚洲主要国家4周平均原油海运进口合计
|
||
2024-11-19 17:06:32,060 - my_logger - INFO - 跳过指标 DOE-航煤净进口1周环差
|
||
2024-11-19 17:06:32,061 - my_logger - INFO - 跳过指标 DOE-美国馏分燃料油净进口1周环差
|
||
2024-11-19 17:06:32,061 - my_logger - INFO - 跳过指标 DOE-美国汽油净进口1周环差
|
||
2024-11-19 17:06:32,062 - my_logger - INFO - 跳过指标 美国原油周度净进口1周环差
|
||
2024-11-19 17:06:33,689 - my_logger - INFO - 跳过指标 美国原油总出口4周平均
|
||
2024-11-19 17:06:34,781 - my_logger - INFO - 跳过指标 中东至中国原油运费
|
||
2024-11-19 17:06:36,155 - my_logger - INFO - 跳过指标 DoC4周平均原油海运出口
|
||
2024-11-19 17:06:36,155 - my_logger - INFO - 跳过指标 FSU-阿塞拜疆4周平均原油海运出口
|
||
2024-11-19 17:06:36,156 - my_logger - INFO - 跳过指标 FSU-俄罗斯4周平均原油海运出口
|
||
2024-11-19 17:06:36,156 - my_logger - INFO - 跳过指标 FSU-哈萨克斯坦4周平均原油海运出口
|
||
2024-11-19 17:06:36,157 - my_logger - INFO - 跳过指标 FSU-土库曼斯坦4周平均原油海运出口
|
||
2024-11-19 17:06:36,157 - my_logger - INFO - 跳过指标 Non-OPEC DoC4周平均原油海运出口
|
||
2024-11-19 17:06:36,158 - my_logger - INFO - 跳过指标 OPEC4周平均原油海运出口
|
||
2024-11-19 17:06:36,158 - my_logger - INFO - 跳过指标 OPEC豁免国4周平均原油海运出口
|
||
2024-11-19 17:06:36,158 - my_logger - INFO - 跳过指标 OPEC减产国4周平均原油海运出口
|
||
2024-11-19 17:06:36,159 - my_logger - INFO - 跳过指标 北非-阿尔及利亚4周平均原油海运出口
|
||
2024-11-19 17:06:36,159 - my_logger - INFO - 跳过指标 北非-埃及4周平均原油海运出口
|
||
2024-11-19 17:06:36,160 - my_logger - INFO - 跳过指标 北非-利比亚4周平均原油海运出口
|
||
2024-11-19 17:06:36,160 - my_logger - INFO - 跳过指标 北非-苏丹4周平均原油海运出口
|
||
2024-11-19 17:06:36,161 - my_logger - INFO - 跳过指标 北美-加拿大4周平均原油海运出口
|
||
2024-11-19 17:06:36,161 - my_logger - INFO - 跳过指标 北美-美国4周平均原油海运出口
|
||
2024-11-19 17:06:36,161 - my_logger - INFO - 跳过指标 拉美-阿根廷4周平均原油海运出口
|
||
2024-11-19 17:06:36,162 - my_logger - INFO - 跳过指标 拉美-巴拿马4周平均原油海运出口
|
||
2024-11-19 17:06:36,162 - my_logger - INFO - 跳过指标 拉美-巴西4周平均原油海运出口
|
||
2024-11-19 17:06:36,163 - my_logger - INFO - 跳过指标 拉美-多巴哥岛4周平均原油海运出口
|
||
2024-11-19 17:06:36,163 - my_logger - INFO - 跳过指标 拉美-厄瓜多尔4周平均原油海运出口
|
||
2024-11-19 17:06:36,164 - my_logger - INFO - 跳过指标 拉美-哥伦比亚4周平均原油海运出口
|
||
2024-11-19 17:06:36,164 - my_logger - INFO - 跳过指标 拉美-圭亚那4周平均原油海运出口
|
||
2024-11-19 17:06:36,164 - my_logger - INFO - 跳过指标 拉美-墨西哥4周平均原油海运出口
|
||
2024-11-19 17:06:36,165 - my_logger - INFO - 跳过指标 拉美-委内瑞拉4周平均原油海运出口
|
||
2024-11-19 17:06:36,165 - my_logger - INFO - 跳过指标 欧洲-挪威4周平均原油海运出口
|
||
2024-11-19 17:06:36,166 - my_logger - INFO - 跳过指标 欧洲-英国4周平均原油海运出口
|
||
2024-11-19 17:06:36,166 - my_logger - INFO - 跳过指标 西非-安哥拉4周平均原油海运出口
|
||
2024-11-19 17:06:36,168 - my_logger - INFO - 跳过指标 西非-几内亚4周平均原油海运出口
|
||
2024-11-19 17:06:36,168 - my_logger - INFO - 跳过指标 西非-加纳4周平均原油海运出口
|
||
2024-11-19 17:06:36,168 - my_logger - INFO - 跳过指标 西非-尼日利亚4周平均原油海运出口
|
||
2024-11-19 17:06:36,169 - my_logger - INFO - 跳过指标 亚太-澳大利亚4周平均原油海运出口
|
||
2024-11-19 17:06:36,169 - my_logger - INFO - 跳过指标 亚太-马来西亚4周平均原油海运出口
|
||
2024-11-19 17:06:36,170 - my_logger - INFO - 跳过指标 亚太-文莱4周平均原油海运出口
|
||
2024-11-19 17:06:36,170 - my_logger - INFO - 跳过指标 亚太-印尼4周平均原油海运出口
|
||
2024-11-19 17:06:36,171 - my_logger - INFO - 跳过指标 中东-阿联酋4周平均原油海运出口
|
||
2024-11-19 17:06:36,171 - my_logger - INFO - 跳过指标 中东-阿曼4周平均原油海运出口
|
||
2024-11-19 17:06:36,172 - my_logger - INFO - 跳过指标 中东-巴林4周平均原油海运出口
|
||
2024-11-19 17:06:36,172 - my_logger - INFO - 跳过指标 中东-卡塔尔4周平均原油海运出口
|
||
2024-11-19 17:06:36,172 - my_logger - INFO - 跳过指标 中东-科威特4周平均原油海运出口
|
||
2024-11-19 17:06:36,173 - my_logger - INFO - 跳过指标 中东-沙特4周平均原油海运出口
|
||
2024-11-19 17:06:36,173 - my_logger - INFO - 跳过指标 中东-也门4周平均原油海运出口
|
||
2024-11-19 17:06:36,174 - my_logger - INFO - 跳过指标 中东-伊拉克4周平均原油海运出口
|
||
2024-11-19 17:06:36,174 - my_logger - INFO - 跳过指标 中东-伊朗4周平均原油海运出口
|
||
2024-11-19 17:06:36,175 - my_logger - INFO - 跳过指标 中西非-刚果布4周平均原油海运出口
|
||
2024-11-19 17:06:36,175 - my_logger - INFO - 跳过指标 中西非-加蓬4周平均原油海运出口
|
||
2024-11-19 17:06:36,176 - my_logger - INFO - 跳过指标 中西非-喀麦隆4周平均原油海运出口
|
||
2024-11-19 17:06:36,176 - my_logger - INFO - 跳过指标 中国4周平均原油海运进口
|
||
2024-11-19 17:06:36,176 - my_logger - INFO - 跳过指标 印度4周平均原油海运进口
|
||
2024-11-19 17:06:36,176 - my_logger - INFO - 跳过指标 韩国4周平均原油海运进口
|
||
2024-11-19 17:06:36,178 - my_logger - INFO - 跳过指标 日本4周平均原油海运进口
|
||
2024-11-19 17:06:36,178 - my_logger - INFO - 跳过指标 新加坡4周平均原油海运进口
|
||
2024-11-19 17:06:36,179 - my_logger - INFO - 跳过指标 泰国4周平均原油海运进口
|
||
2024-11-19 17:06:36,179 - my_logger - INFO - 跳过指标 中国台湾4周平均原油海运进口
|
||
2024-11-19 17:06:36,180 - my_logger - INFO - 跳过指标 马来西亚4周平均原油海运进口
|
||
2024-11-19 17:06:36,180 - my_logger - INFO - 跳过指标 印尼4周平均原油海运进口
|
||
2024-11-19 17:06:36,180 - my_logger - INFO - 跳过指标 缅甸4周平均原油海运进口
|
||
2024-11-19 17:06:36,181 - my_logger - INFO - 跳过指标 越南4周平均原油海运进口
|
||
2024-11-19 17:06:36,181 - my_logger - INFO - 跳过指标 巴基斯坦4周平均原油海运进口
|
||
2024-11-19 17:06:36,182 - my_logger - INFO - 跳过指标 美国4周平均原油海运进口
|
||
2024-11-19 17:06:36,182 - my_logger - INFO - 跳过指标 加拿大4周平均原油海运进口
|
||
2024-11-19 17:06:36,183 - my_logger - INFO - 跳过指标 巴拿马4周平均原油海运进口
|
||
2024-11-19 17:06:36,183 - my_logger - INFO - 跳过指标 巴西4周平均原油海运进口
|
||
2024-11-19 17:06:36,184 - my_logger - INFO - 跳过指标 智利4周平均原油海运进口
|
||
2024-11-19 17:06:36,184 - my_logger - INFO - 跳过指标 意大利4周平均原油海运进口
|
||
2024-11-19 17:06:36,185 - my_logger - INFO - 跳过指标 荷兰4周平均原油海运进口
|
||
2024-11-19 17:06:36,185 - my_logger - INFO - 跳过指标 西班牙4周平均原油海运进口
|
||
2024-11-19 17:06:36,186 - my_logger - INFO - 跳过指标 法国4周平均原油海运进口
|
||
2024-11-19 17:06:36,186 - my_logger - INFO - 跳过指标 英国4周平均原油海运进口
|
||
2024-11-19 17:06:36,186 - my_logger - INFO - 跳过指标 希腊4周平均原油海运进口
|
||
2024-11-19 17:06:36,187 - my_logger - INFO - 跳过指标 德国4周平均原油海运进口
|
||
2024-11-19 17:06:36,187 - my_logger - INFO - 跳过指标 波兰4周平均原油海运进口
|
||
2024-11-19 17:06:36,187 - my_logger - INFO - 跳过指标 瑞典4周平均原油海运进口
|
||
2024-11-19 17:06:36,188 - my_logger - INFO - 跳过指标 葡萄牙4周平均原油海运进口
|
||
2024-11-19 17:06:36,188 - my_logger - INFO - 跳过指标 芬兰4周平均原油海运进口
|
||
2024-11-19 17:06:36,189 - my_logger - INFO - 跳过指标 立陶宛4周平均原油海运进口
|
||
2024-11-19 17:06:36,189 - my_logger - INFO - 跳过指标 罗马尼亚4周平均原油海运进口
|
||
2024-11-19 17:06:36,190 - my_logger - INFO - 跳过指标 埃及4周平均原油海运进口
|
||
2024-11-19 17:06:36,190 - my_logger - INFO - 跳过指标 土耳其4周平均原油海运进口
|
||
2024-11-19 17:06:36,191 - my_logger - INFO - 跳过指标 南非4周平均原油海运进口
|
||
2024-11-19 17:06:36,191 - my_logger - INFO - 跳过指标 以色列4周平均原油海运进口
|
||
2024-11-19 17:06:36,191 - my_logger - INFO - 跳过指标 阿联酋4周平均原油海运进口
|
||
2024-11-19 17:06:36,192 - my_logger - INFO - 跳过指标 澳大利亚4周平均原油海运进口
|
||
2024-11-19 17:06:48,395 - my_logger - INFO - 跳过指标 日本周度原油海运进口
|
||
2024-11-19 17:06:50,328 - my_logger - INFO - 跳过指标 中东-阿联酋周度原油海运出口/4WMA
|
||
2024-11-19 17:06:50,329 - my_logger - INFO - 跳过指标 中东-伊朗周度原油海运出口/4WMA
|
||
2024-11-19 17:06:50,329 - my_logger - INFO - 跳过指标 中东-卡塔尔周度原油海运出口/4WMA
|
||
2024-11-19 17:06:50,440 - my_logger - INFO - 跳过指标 Kpler-OPEC中东原油海运出口/4WMA
|
||
2024-11-19 17:06:50,440 - my_logger - INFO - 跳过指标 美国原油海运出口/4WMA
|
||
2024-11-19 17:06:50,441 - my_logger - INFO - 跳过指标 iraq/4WMA
|
||
2024-11-19 17:06:50,441 - my_logger - INFO - 跳过指标 Venezuela/4WMA
|
||
2024-11-19 17:06:50,441 - my_logger - INFO - 跳过指标 Kpler-沙特原油出口/4WMA
|
||
2024-11-19 17:06:50,443 - my_logger - INFO - 跳过指标 Kpler-OPEC原油海运出口/4WMA
|
||
2024-11-19 17:06:50,443 - my_logger - INFO - 跳过指标 Kpler-OPEC+原油海运出口/4WMA
|
||
2024-11-19 17:06:50,444 - my_logger - INFO - 跳过指标 Kpler-沙特原油出口
|
||
2024-11-19 17:06:50,444 - my_logger - INFO - 跳过指标 Kpler-OPEC+原油海运出口
|
||
2024-11-19 17:06:50,445 - my_logger - INFO - 跳过指标 Kpler-OPEC+（除OPEC）原油海运出口
|
||
2024-11-19 17:06:50,445 - my_logger - INFO - 跳过指标 Kpler-OPEC原油海运出口
|
||
2024-11-19 17:06:50,446 - my_logger - INFO - 跳过指标 Kpler-OPEC中东原油海运出口
|
||
2024-11-19 17:06:50,446 - my_logger - INFO - 跳过指标 Kpler-阿联酋原油海运出口
|
||
2024-11-19 17:06:50,447 - my_logger - INFO - 跳过指标 Kpler-科威特原油海运出口
|
||
2024-11-19 17:06:50,447 - my_logger - INFO - 跳过指标 美国原油海运出口
|
||
2024-11-19 17:06:50,522 - my_logger - INFO - 跳过指标 欧洲原油海运进口/4WMA
|
||
2024-11-19 17:06:50,523 - my_logger - INFO - 跳过指标 日本原油海运进口
|
||
2024-11-19 17:06:50,523 - my_logger - INFO - 跳过指标 德国原油海运进口
|
||
2024-11-19 17:06:50,524 - my_logger - INFO - 跳过指标 欧洲原油海运进口
|
||
2024-11-19 17:06:50,524 - my_logger - INFO - 跳过指标 印度原油海运进口
|
||
2024-11-19 17:06:50,524 - my_logger - INFO - 跳过指标 中国原油海运进口
|
||
2024-11-19 17:06:50,632 - my_logger - INFO - 跳过指标 美国汽油库存超季节性3年百分比
|
||
2024-11-19 17:06:50,633 - my_logger - INFO - 跳过指标 SCvsBrent
|
||
2024-11-19 17:06:50,633 - my_logger - INFO - 跳过指标 WTI连1合约价格与美国汽油裂解价差(领先17天)60天滚动相关性
|
||
2024-11-19 17:06:50,634 - my_logger - INFO - 跳过指标 美国汽油裂解价差拟合残差/NYMEX RBOB汽油与美国汽油裂解价差(领先18天)90天滚动相关性
|
||
2024-11-19 17:06:50,634 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/美元指数与Brent连1合约价格2周滚动相关性
|
||
2024-11-19 17:06:50,634 - my_logger - INFO - 跳过指标 美国原油库存与汽油库存比值
|
||
2024-11-19 17:06:50,635 - my_logger - INFO - 跳过指标 山东独立炼厂综合炼油利润与Brent连1合约价格(领先4天)60天滚动相关性
|
||
2024-11-19 17:06:50,635 - my_logger - INFO - 跳过指标 Brent c1/Comex铜 c1
|
||
2024-11-19 17:06:50,636 - my_logger - INFO - 跳过指标 美国炼厂原油输入量1周环差*-1
|
||
2024-11-19 17:06:50,636 - my_logger - INFO - 跳过指标 地缘政治风险指数/30DMA
|
||
2024-11-19 17:06:50,637 - my_logger - INFO - 跳过指标 地缘政治风险指数/14DMA
|
||
2024-11-19 17:06:50,637 - my_logger - INFO - 跳过指标 地缘政治风险指数/7DMA
|
||
2024-11-19 17:06:50,637 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/GPRD_MA30
|
||
2024-11-19 17:06:50,638 - my_logger - INFO - 跳过指标 WTI连1合约价格拟合残差/WTI连1-连4
|
||
2024-11-19 17:06:50,638 - my_logger - INFO - 跳过指标 美国RBOB/CBOB库存比
|
||
2024-11-19 17:06:50,639 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/美元指数
|
||
2024-11-19 17:06:50,639 - my_logger - INFO - 跳过指标 Brent连1合约价格拟合残差/Brent连1-连2月差
|
||
2024-11-19 17:06:50,640 - my_logger - INFO - 跳过指标 Brent连1合约价格与Brent连1合约价格拟合残差/BRENT 211裂解价差150天滚动相关性
|
||
2024-11-19 17:06:50,640 - my_logger - INFO - 跳过指标 Brent连1合约价格与Brent连1合约价格拟合残差/DFL150天滚动相关性
|
||
2024-11-19 17:06:50,640 - my_logger - INFO - 跳过指标 库欣/商业原油库存-美国
|
||
2024-11-19 17:06:50,713 - my_logger - INFO - 跳过指标 印度成品油海运进口/4WMA
|
||
2024-11-19 17:06:50,714 - my_logger - INFO - 跳过指标 中国成品油海运进口/4WMA
|
||
2024-11-19 17:06:50,714 - my_logger - INFO - 跳过指标 欧洲成品油海运进口/4WMA
|
||
2024-11-19 17:06:50,715 - my_logger - INFO - 跳过指标 印度成品油海运进口
|
||
2024-11-19 17:06:50,715 - my_logger - INFO - 跳过指标 中国汽油海运进口
|
||
2024-11-19 17:06:50,716 - my_logger - INFO - 跳过指标 印度柴油海运进口
|
||
2024-11-19 17:06:50,716 - my_logger - INFO - 跳过指标 印度汽油海运进口
|
||
2024-11-19 17:06:50,717 - my_logger - INFO - 跳过指标 中国柴油海运进口
|
||
2024-11-19 17:06:50,717 - my_logger - INFO - 跳过指标 中国成品油海运进口
|
||
2024-11-19 17:06:50,718 - my_logger - INFO - 跳过指标 欧洲航煤海运进口
|
||
2024-11-19 17:06:50,718 - my_logger - INFO - 跳过指标 欧洲燃料油海运进口
|
||
2024-11-19 17:06:50,718 - my_logger - INFO - 跳过指标 欧洲石脑油海运进口
|
||
2024-11-19 17:06:50,718 - my_logger - INFO - 跳过指标 欧洲汽油海运进口
|
||
2024-11-19 17:06:50,719 - my_logger - INFO - 跳过指标 欧洲柴油海运进口
|
||
2024-11-19 17:06:50,719 - my_logger - INFO - 跳过指标 欧洲成品油海运进口
|
||
2024-11-19 17:06:50,790 - my_logger - INFO - 跳过指标 美国柴油海运出口/4WMA
|
||
2024-11-19 17:06:50,791 - my_logger - INFO - 跳过指标 美国汽油海运出口
|
||
2024-11-19 17:06:50,791 - my_logger - INFO - 跳过指标 俄罗斯柴油海运出口
|
||
2024-11-19 17:06:50,792 - my_logger - INFO - 跳过指标 俄罗斯成品油海运出口
|
||
2024-11-19 17:06:50,792 - my_logger - INFO - 跳过指标 美国柴油海运出口
|
||
2024-11-19 17:06:50,793 - my_logger - INFO - 跳过指标 美国成品油海运出口
|
||
2024-11-19 17:06:50,793 - my_logger - INFO - 跳过指标 俄罗斯汽油海运出口
|
||
2024-11-19 17:06:52,012 - my_logger - INFO - ['ovx index', 'dxy curncy', 'C2403128043', 'C2403150124', 'FVHCM1 INDEX', 'doedtprd index', 'CFFDQMMN INDEX', 'C2403083739', 'C2404167878', 'lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404167855']
|
||
2024-11-19 17:06:52,012 - my_logger - INFO - ovx index
|
||
2024-11-19 17:06:52,463 - my_logger - INFO - dxy curncy
|
||
2024-11-19 17:06:53,053 - my_logger - INFO - C2403128043
|
||
2024-11-19 17:06:53,627 - my_logger - INFO - C2403150124
|
||
2024-11-19 17:06:54,337 - my_logger - INFO - FVHCM1 INDEX
|
||
2024-11-19 17:06:54,694 - my_logger - INFO - doedtprd index
|
||
2024-11-19 17:06:54,975 - my_logger - INFO - CFFDQMMN INDEX
|
||
2024-11-19 17:06:55,190 - my_logger - INFO - C2403083739
|
||
2024-11-19 17:06:55,400 - my_logger - INFO - C2404167878
|
||
2024-11-19 17:06:55,618 - my_logger - INFO - lmcads03 lme comdty
|
||
2024-11-19 17:06:56,001 - my_logger - INFO - GC1 COMB Comdty
|
||
2024-11-19 17:06:56,635 - my_logger - INFO - C2404167855
|
||
2024-11-19 17:06:57,320 - my_logger - INFO - date 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 美国:炼油厂的投入与使用情况:开工率:当周值 ... lmcads03 lme comdty GC1 COMB Comdty C2404167855
|
||
9425 2024-11-19 NaN NaN ... NaN NaN NaN
|
||
8289 2024-11-18 NaN NaN ... NaN 2615.3 38.5293
|
||
10772 2024-11-17 NaN NaN ... NaN NaN NaN
|
||
11274 2024-11-16 NaN NaN ... NaN NaN NaN
|
||
1733 2024-11-15 NaN NaN ... 9002.5 2570.1 38.3483
|
||
|
||
[5 rows x 504 columns]
|
||
2024-11-19 17:08:19,851 - my_logger - INFO - Column 美国:东海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14
|
||
2024-11-19 17:08:19,855 - my_logger - INFO - Column 美国:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14
|
||
2024-11-19 17:08:19,857 - my_logger - INFO - Column 美国:洛基山地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14
|
||
2024-11-19 17:08:19,860 - my_logger - INFO - Column 美国:墨西哥湾沿岸:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14
|
||
2024-11-19 17:08:19,863 - my_logger - INFO - Column 美国:西海岸地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14
|
||
2024-11-19 17:08:19,866 - my_logger - INFO - Column 美国:中西部地区:炼油厂的投入与使用情况:开工率:当周值 was last updated at 2024-06-14
|
||
2024-11-19 17:08:19,869 - my_logger - INFO - Column EIA美国油品需求 was last updated at 2024-11-08
|
||
2024-11-19 17:08:19,871 - my_logger - INFO - Column 中国汽柴油表需 was last updated at 2024-11-15
|
||
2024-11-19 17:08:19,874 - my_logger - INFO - Column 中国航班执行数 was last updated at 2024-04-10
|
||
2024-11-19 17:08:19,877 - my_logger - INFO - Column DOE-美国汽油产量超季节性/3年 was last updated at 2024-11-08
|
||
2024-11-19 17:08:19,880 - my_logger - INFO - Column 美国汽油表需（周度） was last updated at 2024-11-08
|
||
2024-11-19 17:08:19,882 - my_logger - INFO - Column 美国汽油产量（周度） was last updated at 2024-11-08
|
||
2024-11-19 17:08:19,885 - my_logger - INFO - Column 中国炼厂原油加工量-隆众 was last updated at 2024-11-15
|
||
2024-11-19 17:08:19,888 - my_logger - INFO - Column 中国独立炼厂原油加工量-隆众 was last updated at 2024-11-15
|
||
2024-11-19 17:08:19,890 - my_logger - INFO - Column 中国主营炼厂原油加工量-隆众 was last updated at 2024-11-15
|
||
2024-11-19 17:08:19,893 - my_logger - INFO - Column 原油加工量：独立+主营 was last updated at 2024-11-15
|
||
2024-11-19 17:08:19,895 - my_logger - INFO - Column 美国汽油产量占比 was last updated at 2024-10-04
|
||
2024-11-19 17:08:19,898 - my_logger - INFO - Column 美国柴油产量占比 was last updated at 2024-10-04
|
||
2024-11-19 17:08:19,899 - my_logger - INFO - Column 美国油品表需 was last updated at 2024-11-08
|
||
2024-11-19 17:08:19,903 - my_logger - INFO - Column 美国原油周度表需 was last updated at 2024-11-08
|
||
2024-11-19 17:08:19,905 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周）超季节性/3年 was last updated at 2024-11-15
|
||
2024-11-19 17:08:19,908 - my_logger - INFO - Column 主营原油加工量（千桶/日） was last updated at 2024-11-15
|
||
2024-11-19 17:08:19,910 - my_logger - INFO - Column 美国汽油表需超季节性/4年 was last updated at 2024-11-08
|
||
2024-11-19 17:08:19,912 - my_logger - INFO - Column 中国独立炼厂原油加工量（千桶/日） was last updated at 2024-11-15
|
||
2024-11-19 17:08:19,915 - my_logger - INFO - Column PADD1原油投料输入量 was last updated at 2024-11-08
|
||
2024-11-19 17:08:19,917 - my_logger - INFO - Column PADD2原油投料输入量 was last updated at 2024-11-08
|
||
2024-11-19 17:08:19,920 - my_logger - INFO - Column PADD3原油投料输入量 was last updated at 2024-11-08
|
||
2024-11-19 17:08:19,923 - my_logger - INFO - Column PADD4原油投料输入量 was last updated at 2024-11-08
|
||
2024-11-19 17:08:19,925 - my_logger - INFO - Column PADD5原油投料输入量 was last updated at 2024-11-08
|
||
2024-11-19 17:08:19,927 - my_logger - INFO - Column DOE-美国汽油产量 was last updated at 2024-11-08
|
||
2024-11-19 17:08:19,929 - my_logger - INFO - Column DOE-柴油产量 was last updated at 2024-11-08
|
||
2024-11-19 17:08:19,931 - my_logger - INFO - Column 西北欧即期Brent 211利润 was last updated at 2018-10-24
|
||
2024-11-19 17:08:19,933 - my_logger - INFO - Column EIA美国柴油产量（千桶日） was last updated at 2024-10-31
|
||
2024-11-19 17:08:19,935 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,938 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,941 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,943 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,946 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油CDU利润 M2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,948 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油CDU利润 M2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,950 - my_logger - INFO - Column 西北欧炼厂加工Brent原油CDU利润 M1-M2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,953 - my_logger - INFO - Column 西北欧炼厂加工Brent原油FCC利润 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,956 - my_logger - INFO - Column 美墨湾炼厂加工WTI原油HSK利润 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,958 - my_logger - INFO - Column 新加坡炼厂加工Dubai原油FCC利润 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,960 - my_logger - INFO - Column 美国汽油单一利润 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,962 - my_logger - INFO - Column SC c1-c2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,965 - my_logger - INFO - Column Brent-TI was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,967 - my_logger - INFO - Column Dubai swap c1-c2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,970 - my_logger - INFO - Column Dubai swap c1-c3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,973 - my_logger - INFO - Column RBOB&HO近12月合约均价532裂解 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,975 - my_logger - INFO - Column RBOB近12月合约均价裂解 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,978 - my_logger - INFO - Column HO近12月合约均价裂解 was last updated at 2024-11-15
|
||
2024-11-19 17:08:19,981 - my_logger - INFO - Column HO近12月合约均价 was last updated at 2024-11-15
|
||
2024-11-19 17:08:19,983 - my_logger - INFO - Column RBOB近12月合约均价 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,985 - my_logger - INFO - Column 布油近12月合约均价 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,987 - my_logger - INFO - Column Brent-SC价差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,991 - my_logger - INFO - Column SC连2-连3月差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,993 - my_logger - INFO - Column SC连1-连6 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,996 - my_logger - INFO - Column SC连1-连2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:19,998 - my_logger - INFO - Column SC连1-连3月差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,000 - my_logger - INFO - Column HO连1-连6 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,003 - my_logger - INFO - Column HO连1-连3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,006 - my_logger - INFO - Column HO连1-连2合约 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,009 - my_logger - INFO - Column RBOB连1-连2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,011 - my_logger - INFO - Column RBOB连1-连3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,014 - my_logger - INFO - Column RBOB连1-连6 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,016 - my_logger - INFO - Column RBOB连2-连3月差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,019 - my_logger - INFO - Column Oman连2-连3月差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,021 - my_logger - INFO - Column Brent-Oman价差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,024 - my_logger - INFO - Column DUBAI原油贴水 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,028 - my_logger - INFO - Column 阿曼原油贴水 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,030 - my_logger - INFO - Column SC内外价差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,032 - my_logger - INFO - Column WTI c1-c6 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,034 - my_logger - INFO - Column WTI c1-c3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,037 - my_logger - INFO - Column WTI c1-c2 was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,040 - my_logger - INFO - Column Brent c1-c9 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,043 - my_logger - INFO - Column Brent c1-c6 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,046 - my_logger - INFO - Column Brent c1-c3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,048 - my_logger - INFO - Column Brent c1-c2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,050 - my_logger - INFO - Column Brent-WTI was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,052 - my_logger - INFO - Column Dubai连1合约价格 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,055 - my_logger - INFO - Column Dubai连1-连4月差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,057 - my_logger - INFO - Column 美国RBOB期货2309月份合约价格 was last updated at 2023-08-31
|
||
2024-11-19 17:08:20,060 - my_logger - INFO - Column OMAN原油：中质：远期现货DES价：山东（日） was last updated at 2024-11-14
|
||
2024-11-19 17:08:20,063 - my_logger - INFO - Column PVM Dubai EFS/Swap vs ICE First Month Brent was last updated at 2023-01-03
|
||
2024-11-19 17:08:20,065 - my_logger - INFO - Column Ebob连1合约 was last updated at 2024-02-28
|
||
2024-11-19 17:08:20,067 - my_logger - INFO - Column 印度原油连1合约价格 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,069 - my_logger - INFO - Column ICE轻柴油连4合约价格 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,072 - my_logger - INFO - Column 布伦特迪拜掉期 EFS was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,075 - my_logger - INFO - Column WTI连1合约价格 was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,077 - my_logger - INFO - Column Brent连1合约价格 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,080 - my_logger - INFO - Column SC/ZC（活跃合约） was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,083 - my_logger - INFO - Column Brent/迪拜原油升贴水 was last updated at 2022-11-16
|
||
2024-11-19 17:08:20,085 - my_logger - INFO - Column WTI连24合约 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,088 - my_logger - INFO - Column BU-SC（活跃合约） was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,091 - my_logger - INFO - Column W-B活跃合约价差 was last updated at 2022-01-31
|
||
2024-11-19 17:08:20,093 - my_logger - INFO - Column B-W活跃合约价差 was last updated at 2022-01-31
|
||
2024-11-19 17:08:20,096 - my_logger - INFO - Column WTI活跃合约 was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,098 - my_logger - INFO - Column y was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,099 - my_logger - INFO - Column ICE Brent c14 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,101 - my_logger - INFO - Column Dubai Swap c1 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,103 - my_logger - INFO - Column NYMWX WTI c5 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,107 - my_logger - INFO - Column INE SC c1 was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,110 - my_logger - INFO - Column Oman Swap c1 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,112 - my_logger - INFO - Column DME Oman c1 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,115 - my_logger - INFO - Column Murban Futures c1 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,117 - my_logger - INFO - Column HO连6合约 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,119 - my_logger - INFO - Column HO连5合约 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,122 - my_logger - INFO - Column ho连7合约 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,125 - my_logger - INFO - Column HO连8合约 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,128 - my_logger - INFO - Column HO连9合约 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,130 - my_logger - INFO - Column HO连10合约 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,132 - my_logger - INFO - Column HO连11合约 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,134 - my_logger - INFO - Column HO连12合约 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,138 - my_logger - INFO - Column CFD W1 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,141 - my_logger - INFO - Column CFD W6 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,144 - my_logger - INFO - Column Oman c1 * 汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,146 - my_logger - INFO - Column SC c2-Oman c1*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,148 - my_logger - INFO - Column SC c3-Oman c1*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,150 - my_logger - INFO - Column INE SC主力合约价格 was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,152 - my_logger - INFO - Column SC主力-Brent主力*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,155 - my_logger - INFO - Column Brent主力*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,157 - my_logger - INFO - Column SC c1日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,159 - my_logger - INFO - Column SC c2日盘-Brent c1(15:00)*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,161 - my_logger - INFO - Column SC c2日盘-Brent c2(15:00)*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,163 - my_logger - INFO - Column SC理论估值-Dubai原油 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,165 - my_logger - INFO - Column SC c1夜盘-理论估值(Dubai) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,167 - my_logger - INFO - Column SC c2夜盘-理论估值(Dubai) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,170 - my_logger - INFO - Column SC c3夜盘-理论估值(Dubai) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,174 - my_logger - INFO - Column DFL M1 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,179 - my_logger - INFO - Column DFL M2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,204 - my_logger - INFO - Column CFD W1-Brent c1 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,222 - my_logger - INFO - Column SC主力-理论估值 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,240 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,250 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算)*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,259 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算)*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,263 - my_logger - INFO - Column SC c2-c3 (夜盘) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,267 - my_logger - INFO - Column Brent c2-c3 (结算) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,271 - my_logger - INFO - Column WTI c2-c3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,273 - my_logger - INFO - Column Brent c2-c3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,278 - my_logger - INFO - Column SCc1夜盘收盘(日期调整) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,280 - my_logger - INFO - Column SCc2夜盘收盘(日期调整) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,282 - my_logger - INFO - Column SCc3夜盘收盘(日期调整) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,284 - my_logger - INFO - Column SCc4夜盘收盘(日期调整) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,287 - my_logger - INFO - Column SC c1夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,290 - my_logger - INFO - Column SC c2夜盘-Brent c1 (结算B)*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,293 - my_logger - INFO - Column SC c2夜盘-Brent c2 (结算B)*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,297 - my_logger - INFO - Column Brent c2-c3 (结算B) was last updated at 2024-10-31
|
||
2024-11-19 17:08:20,301 - my_logger - INFO - Column WTI c2-c3 (结算B) was last updated at 2024-10-31
|
||
2024-11-19 17:08:20,306 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本(Oman c1预估) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,308 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,310 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本(Oman c1预估) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,312 - my_logger - INFO - Column EIA美国原油总库存（含SPR） was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,314 - my_logger - INFO - Column EIA美国油品库存（含SPR） was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,315 - my_logger - INFO - Column EIA美国汽柴航煤库存 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,318 - my_logger - INFO - Column 库欣+PADD3库存 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,320 - my_logger - INFO - Column 美国商业原油库存超季节性/4年 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,323 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR）超季节性/4年(含今年) was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,325 - my_logger - INFO - Column 库欣原油库存超季节性/5年 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,327 - my_logger - INFO - Column 美国商业原油库存超季节性/5年 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,329 - my_logger - INFO - Column 美国成品车用汽油库存占比 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,332 - my_logger - INFO - Column 汽油库存差 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,334 - my_logger - INFO - Column 美国汽油调和组分库存（周度） was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,336 - my_logger - INFO - Column 美国成品油库存超季节性/5年 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,338 - my_logger - INFO - Column Kpler-海运在途原油 was last updated at 2024-08-20
|
||
2024-11-19 17:08:20,340 - my_logger - INFO - Column 全球原油库存（剔除富查伊拉） was last updated at 2024-07-21
|
||
2024-11-19 17:08:20,342 - my_logger - INFO - Column 新加坡燃料油库存 was last updated at 2024-11-13
|
||
2024-11-19 17:08:20,344 - my_logger - INFO - Column ARA原油及成品油库存 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,346 - my_logger - INFO - Column 美国汽油库销比 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,349 - my_logger - INFO - Column 美国成品油库存 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,350 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周）超季节性/3年 was last updated at 2024-05-24
|
||
2024-11-19 17:08:20,354 - my_logger - INFO - Column 美国取暖用油库存同差 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,357 - my_logger - INFO - Column 原油：港口库存：中国（周） was last updated at 2023-08-04
|
||
2024-11-19 17:08:20,359 - my_logger - INFO - Column 原油：库容比：山东：独立炼厂（周） was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,361 - my_logger - INFO - Column 原油：山东独立炼厂：厂内库存：新口径（周） was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,363 - my_logger - INFO - Column 原油：山东港口：库存：新口径（周） was last updated at 2024-05-24
|
||
2024-11-19 17:08:20,365 - my_logger - INFO - Column SC期货库存10期滚动标准差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,367 - my_logger - INFO - Column SC期货库存1000天百分位 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,369 - my_logger - INFO - Column SC仓单（百万桶） was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,371 - my_logger - INFO - Column 彭博全球海上在运原油 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,373 - my_logger - INFO - Column 美国EIA原油成品油总库存（不含SPR） was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,375 - my_logger - INFO - Column 库欣原油库存 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,377 - my_logger - INFO - Column 美国商业原油库存 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,378 - my_logger - INFO - Column 美国战略储备原油库存 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,380 - my_logger - INFO - Column 美国PADD1原油库存 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,382 - my_logger - INFO - Column 美国PADD2原油库存 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,384 - my_logger - INFO - Column 美国PADD3原油库存 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,386 - my_logger - INFO - Column 美国PADD4原油库存 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,389 - my_logger - INFO - Column 美国PADD5原油库存 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,391 - my_logger - INFO - Column DOE RBOB Gasoline Total Stocks Data was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,393 - my_logger - INFO - Column DOE CBOB Gasoline Total Stocks Data was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,395 - my_logger - INFO - Column 美国原油成品油总库存（含SPR） was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,397 - my_logger - INFO - Column 美国调和汽油库存 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,398 - my_logger - INFO - Column ARA原油库存 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,402 - my_logger - INFO - Column 美国成品车用汽油库存 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,404 - my_logger - INFO - Column 美国成品油库存超季节性/4年 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,406 - my_logger - INFO - Column SC-Brent*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,408 - my_logger - INFO - Column Dubai原油强弱程度(Dubai FOB M1-Dubai FOB M2-EFS) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,410 - my_logger - INFO - Column RBOB+HO平均 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,412 - my_logger - INFO - Column HO12合约算术平均 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,414 - my_logger - INFO - Column RBOB12合约算术平均 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,416 - my_logger - INFO - Column WTI-LLS价差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,417 - my_logger - INFO - Column DFL(Dated-主力布伦特） was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,420 - my_logger - INFO - Column DFL(即期布伦特-布伦特期货C1） was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,422 - my_logger - INFO - Column Brent现货价格-Brent连4 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,424 - my_logger - INFO - Column Brent现货价格-Brent连3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,426 - my_logger - INFO - Column 布伦特现货价格-Brent连2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,428 - my_logger - INFO - Column Brent 连2-连3超季节性/3年 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,429 - my_logger - INFO - Column Brent连2-WTI连2超季节性/3年 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,432 - my_logger - INFO - Column Brent连3-WTI连2超季节性/3年 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,433 - my_logger - INFO - Column Brent连4-WTI连4 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,435 - my_logger - INFO - Column Brent连4-WTI连3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,437 - my_logger - INFO - Column Brent连4-WTI连2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,439 - my_logger - INFO - Column Brent连4-WTI连1 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,441 - my_logger - INFO - Column Brent连3-WTI连4 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,442 - my_logger - INFO - Column Brent连3-WT连3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,444 - my_logger - INFO - Column Brent连3-WTI连2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,446 - my_logger - INFO - Column Brent连3-WTI连1 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,448 - my_logger - INFO - Column Brent连2-WTI连4 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,449 - my_logger - INFO - Column Brent连2-WTI连3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,452 - my_logger - INFO - Column Brent连2-WTI连2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,454 - my_logger - INFO - Column Brent连2-WTI连1 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,457 - my_logger - INFO - Column Brent连1-WTI连4 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,458 - my_logger - INFO - Column Brent连1-WTI连3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,460 - my_logger - INFO - Column Brent连1-WTI连2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,463 - my_logger - INFO - Column 美国汽油裂解价差超季节性/3年 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,464 - my_logger - INFO - Column LLS-Brent价差 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,466 - my_logger - INFO - Column Brent-LLS价差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,468 - my_logger - INFO - Column Forties - Brent c1 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,470 - my_logger - INFO - Column WTI 3:2:1裂解价差超季节性/5年 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,472 - my_logger - INFO - Column SC C1-C2月差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,474 - my_logger - INFO - Column Dubai FOB M1-M2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,476 - my_logger - INFO - Column WTI原油Cushing-C1 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,478 - my_logger - INFO - Column Brent连1-连4 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,480 - my_logger - INFO - Column 新加坡汽油裂解价差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,482 - my_logger - INFO - Column DFL was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,484 - my_logger - INFO - Column Dubai 连2-连3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,486 - my_logger - INFO - Column WTI 连2-连3月差 was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,488 - my_logger - INFO - Column Brent 连2-连3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,490 - my_logger - INFO - Column Dubai-WTI价差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,492 - my_logger - INFO - Column WTI连1-连2月差 was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,494 - my_logger - INFO - Column Brent连6-连12 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,496 - my_logger - INFO - Column Brent连1-连9月差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,497 - my_logger - INFO - Column Brent连1-连6月差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,500 - my_logger - INFO - Column Brent连1-连2月差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,502 - my_logger - INFO - Column WTI连1-连4 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,503 - my_logger - INFO - Column BrentC1-C2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,506 - my_logger - INFO - Column B-W价差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,508 - my_logger - INFO - Column 欧洲Brent成品油裂解价差（领先一周） was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,510 - my_logger - INFO - Column 马瑞原油：现货价：山东（日） was last updated at 2024-11-13
|
||
2024-11-19 17:08:20,512 - my_logger - INFO - Column 沙特中质OSP（日度） was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,514 - my_logger - INFO - Column 沙轻欧洲OSP（日度） was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,516 - my_logger - INFO - Column 美国MEH轻原油现货价格（美湾） was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,518 - my_logger - INFO - Column 马瑞原油：重质：DES价：委内瑞拉（日） was last updated at 2024-11-13
|
||
2024-11-19 17:08:20,519 - my_logger - INFO - Column 巴重FOB出口亚洲现货价格 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,522 - my_logger - INFO - Column Iraq SOMO Basrah Medium Crude Oil Official Selling Price Asia（日度） was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,524 - my_logger - INFO - Column 沙轻OSP（日度） was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,526 - my_logger - INFO - Column Brent油价30日动能 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,528 - my_logger - INFO - Column 沙特轻质日度osp was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,530 - my_logger - INFO - Column 巴轻OSP（日度） was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,532 - my_logger - INFO - Column 美湾低硫柴油现货价格 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,534 - my_logger - INFO - Column Midland原油现货价格 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,535 - my_logger - INFO - Column 欧洲柴油现货价格 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,538 - my_logger - INFO - Column WTI原油现货价格Cushing was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,540 - my_logger - INFO - Column Brent原油现货价格 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,542 - my_logger - INFO - Column LLS原油现货价格 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,544 - my_logger - INFO - Column 美国墨西哥湾87#汽油现货价格 was last updated at 2024-01-31
|
||
2024-11-19 17:08:20,546 - my_logger - INFO - Column 美国MARS原油现货价格 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,548 - my_logger - INFO - Column 国内马瑞与SC比价 was last updated at 2024-11-13
|
||
2024-11-19 17:08:20,550 - my_logger - INFO - Column 美湾WTI211裂解价差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,552 - my_logger - INFO - Column Asia Tapis 211 裂解价差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,555 - my_logger - INFO - Column 迪拜原油211裂解价差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,557 - my_logger - INFO - Column 丙烷CFR华南/布伦特原油比价 was last updated at 2024-11-13
|
||
2024-11-19 17:08:20,559 - my_logger - INFO - Column 欧洲Brent成品油裂解价差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,560 - my_logger - INFO - Column 美国汽油裂解价差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,562 - my_logger - INFO - Column 美国取暖油裂解价差 was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,564 - my_logger - INFO - Column Dubai连3合约价格 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,565 - my_logger - INFO - Column WTI 3:2:1裂解价差 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,567 - my_logger - INFO - Column 新加坡汽油裂解 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,569 - my_logger - INFO - Column 欧洲汽油裂解 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,572 - my_logger - INFO - Column 欧洲柴油裂解 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,574 - my_logger - INFO - Column CFTC Crude Oil Furtures was last updated at 2024-11-12
|
||
2024-11-19 17:08:20,576 - my_logger - INFO - Column WTIC1-C2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,578 - my_logger - INFO - Column Dubai FOB M1 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,579 - my_logger - INFO - Column Dubai FOB M2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,582 - my_logger - INFO - Column Dubai FOB M3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,583 - my_logger - INFO - Column Oman FOB M1 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,587 - my_logger - INFO - Column Forties - Dated Brent was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,590 - my_logger - INFO - Column Forties FOB was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,591 - my_logger - INFO - Column 美国柴油零售价格 was last updated at 2024-11-11
|
||
2024-11-19 17:08:20,593 - my_logger - INFO - Column 美国车用汽油零售价格 was last updated at 2024-11-11
|
||
2024-11-19 17:08:20,595 - my_logger - INFO - Column 新加坡航煤裂解 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,597 - my_logger - INFO - Column 美国MARS贴水（WTI） was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,598 - my_logger - INFO - Column 美国取暖油HOC5 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,600 - my_logger - INFO - Column 美国取暖油HOC6 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,603 - my_logger - INFO - Column 美国取暖油HOC7 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,605 - my_logger - INFO - Column 美国取暖油HOC8 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,607 - my_logger - INFO - Column 美国取暖油HOC4 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,609 - my_logger - INFO - Column 美国取暖油HOC9 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,611 - my_logger - INFO - Column 美国取暖油HOC10 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,613 - my_logger - INFO - Column 美国取暖油HOC11 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,615 - my_logger - INFO - Column 美国取暖油HOC12 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,617 - my_logger - INFO - Column Dubai swap c3 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,619 - my_logger - INFO - Column Dubai swap c2 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,621 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入罐成本 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,624 - my_logger - INFO - Column SC c3-阿曼到岸入罐成本 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,626 - my_logger - INFO - Column SC c5 -估值 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,627 - my_logger - INFO - Column SC主力-阿曼入库成本 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,630 - my_logger - INFO - Column SC c1-阿曼入库成本 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,631 - my_logger - INFO - Column SC c1 夜盘收盘价 was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,633 - my_logger - INFO - Column SC c2夜盘收盘价 was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,635 - my_logger - INFO - Column SC c3夜盘收盘价 was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,638 - my_logger - INFO - Column SC c4夜盘收盘价 was last updated at 2024-11-19
|
||
2024-11-19 17:08:20,640 - my_logger - INFO - Column SC c1 夜盘收盘价滞后1天 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,642 - my_logger - INFO - Column SC c2夜盘收盘价滞后1天 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,644 - my_logger - INFO - Column SC c3夜盘收盘价滞后1天 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,646 - my_logger - INFO - Column SC c4夜盘收盘价滞后1天 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,648 - my_logger - INFO - Column SC c1夜盘-Brent c1*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,650 - my_logger - INFO - Column SC c2夜盘-Brent c1*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,652 - my_logger - INFO - Column SC c2夜盘-Brent c2*汇率 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,655 - my_logger - INFO - Column SC c1-SC c2 (夜盘) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,657 - my_logger - INFO - Column SC c1-SC c2 (夜盘)滞后1天 was last updated at 2024-11-17
|
||
2024-11-19 17:08:20,658 - my_logger - INFO - Column 中东原油强弱程度-巴中 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,661 - my_logger - INFO - Column SC理论估值-巴中 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,663 - my_logger - INFO - Column SC c2夜盘-理论估值(巴中) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,664 - my_logger - INFO - Column SC c3夜盘-理论估值(巴中) was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,666 - my_logger - INFO - Column 阿曼原油 (湛江交割) 到岸入库成本 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,668 - my_logger - INFO - Column SC c2夜盘-阿曼入库湛江成本 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,671 - my_logger - INFO - Column SC c3夜盘-阿曼入库湛江成本 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,673 - my_logger - INFO - Column Brent c2 - WTI c1 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,675 - my_logger - INFO - Column Brent12期合约均价 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,677 - my_logger - INFO - Column WTI 近12月合约均价 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,679 - my_logger - INFO - Column B-W价差（均价） was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,681 - my_logger - INFO - Column Brent c1 02:30收盘价滞后1天 was last updated at 2024-10-30
|
||
2024-11-19 17:08:20,683 - my_logger - INFO - Column Brent c2 02:30收盘价滞后1天 was last updated at 2024-10-30
|
||
2024-11-19 17:08:20,686 - my_logger - INFO - Column EFS c1 02:30收盘价滞后1天 was last updated at 2024-10-30
|
||
2024-11-19 17:08:20,688 - my_logger - INFO - Column EFS c2 02:30收盘价滞后1天 was last updated at 2024-10-30
|
||
2024-11-19 17:08:20,690 - my_logger - INFO - Column 美国汽油净进口（周度） was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,691 - my_logger - INFO - Column 美国炼厂产能利用率同差 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,693 - my_logger - INFO - Column 美国炼厂产能利用率超季节性/5年 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,695 - my_logger - INFO - Column 原油：主营炼厂：加工量：中国（周） was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,697 - my_logger - INFO - Column 原油：开工率：东北地区：独立炼厂（周） was last updated at 2023-03-31
|
||
2024-11-19 17:08:20,699 - my_logger - INFO - Column 原油：常减压：产能利用率：山东：独立炼厂（周） was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,700 - my_logger - INFO - Column 美国原油活跃钻机数同差 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,702 - my_logger - INFO - Column 原油加工量/主营+独立 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,704 - my_logger - INFO - Column 美国炼厂原油输入量超季节性/3年 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,707 - my_logger - INFO - Column 美国总钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,708 - my_logger - INFO - Column 原油：独立炼厂：加工量：中国（周） was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,710 - my_logger - INFO - Column 原油：常减压：独立炼厂：产能利用率：中国（周） was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,712 - my_logger - INFO - Column 彭博全球海上浮仓+在运原油 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,714 - my_logger - INFO - Column 原油：山东独立炼厂：开工率：新口径（周） was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,716 - my_logger - INFO - Column 美国炼厂可用产能 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,718 - my_logger - INFO - Column 美国原油周度调整项 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,719 - my_logger - INFO - Column 中国32家地炼开工率 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,722 - my_logger - INFO - Column 美国原油和天然气钻机总数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,724 - my_logger - INFO - Column 彭博美国墨西哥湾海上浮仓 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,726 - my_logger - INFO - Column ArkomaWoodford活跃钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,727 - my_logger - INFO - Column CanaWoodford活跃钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,729 - my_logger - INFO - Column DJ-Niobrara活跃钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,731 - my_logger - INFO - Column GraniteWash活跃钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,733 - my_logger - INFO - Column Haynesville活跃钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,734 - my_logger - INFO - Column Utica活跃钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,736 - my_logger - INFO - Column 加拿大原油活跃钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,739 - my_logger - INFO - Column Permian盆地钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,741 - my_logger - INFO - Column EagleFord钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,743 - my_logger - INFO - Column Williston盆地钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,745 - my_logger - INFO - Column Marcellus钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,747 - my_logger - INFO - Column ArkmoreWoodford钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,748 - my_logger - INFO - Column 全球海上浮仓 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,750 - my_logger - INFO - Column 彭博西非海上浮仓 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,752 - my_logger - INFO - Column 彭博亚洲海上浮仓 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,754 - my_logger - INFO - Column 彭博欧洲海上浮仓 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,756 - my_logger - INFO - Column 彭博北海海上浮仓 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,758 - my_logger - INFO - Column 彭博中东海上浮仓 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,760 - my_logger - INFO - Column 美国墨西哥湾原油钻机数 was last updated at 2024-09-27
|
||
2024-11-19 17:08:20,762 - my_logger - INFO - Column 美国陆上水域钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,764 - my_logger - INFO - Column 美国海上钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,766 - my_logger - INFO - Column 美国陆上钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,768 - my_logger - INFO - Column 美国炼厂原油输入量 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,771 - my_logger - INFO - Column FracSpread完井数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,774 - my_logger - INFO - Column 美国国内周度原油产量 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,776 - my_logger - INFO - Column 美国原油活跃钻机数 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,778 - my_logger - INFO - Column 美国炼厂产能利用率 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,780 - my_logger - INFO - Column EIA周度NGL产量 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,781 - my_logger - INFO - Column 原油：加工量：中国（周） was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,783 - my_logger - INFO - Column US Oil & Gas Exploration & Drilling Frac Spread Count was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,785 - my_logger - INFO - Column Lower48原油产量 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,787 - my_logger - INFO - Column EIA美国航煤净出口 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,790 - my_logger - INFO - Column EIA美国柴油净出口 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,792 - my_logger - INFO - Column EIA美国汽油净出口 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,794 - my_logger - INFO - Column EIA美国原油净出口 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,795 - my_logger - INFO - Column DOE-航煤净进口 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,797 - my_logger - INFO - Column DOE-美国汽油净进口 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,799 - my_logger - INFO - Column DOE-美国馏分燃料油净进口 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,802 - my_logger - INFO - Column 美国原油周度净进口 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,803 - my_logger - INFO - Column 美国原油总出口 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,806 - my_logger - INFO - Column 美国原油进口（除SPR） was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,808 - my_logger - INFO - Column 美国原油总进口（含SPR） was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,810 - my_logger - INFO - Column VLCC:中东-中国 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,811 - my_logger - INFO - Column Suezmax：阿拉伯海湾-地中海 was last updated at 2024-11-15
|
||
2024-11-19 17:08:20,813 - my_logger - INFO - Column DOE-美国汽油进口 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,815 - my_logger - INFO - Column DOE-美国汽油出口 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,817 - my_logger - INFO - Column DOE-馏分燃料油进口 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,819 - my_logger - INFO - Column DOE-美国馏分燃料油出口 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,823 - my_logger - INFO - Column DOE-航煤进口 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,825 - my_logger - INFO - Column DOE-航煤出口 was last updated at 2024-11-08
|
||
2024-11-19 17:08:20,826 - my_logger - INFO - Column Kpler-美国原油净进口（周度） was last updated at 2024-08-25
|
||
2024-11-19 17:08:20,828 - my_logger - INFO - Column 西非-安哥拉周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,830 - my_logger - INFO - Column 北非-苏丹周度原油海运出口 was last updated at 2024-11-03
|
||
2024-11-19 17:08:20,832 - my_logger - INFO - Column 文莱周度原油海运出口 was last updated at 2024-11-03
|
||
2024-11-19 17:08:20,833 - my_logger - INFO - Column DoC周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,835 - my_logger - INFO - Column OPEC减产国周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,837 - my_logger - INFO - Column OPEC豁免国周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,840 - my_logger - INFO - Column 拉美-墨西哥周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,842 - my_logger - INFO - Column 中美-巴拿马周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,844 - my_logger - INFO - Column 南美-厄瓜多尔周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,846 - my_logger - INFO - Column 中东-沙特周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,847 - my_logger - INFO - Column 中西非-加蓬周度原油海运出口 was last updated at 2024-11-03
|
||
2024-11-19 17:08:20,849 - my_logger - INFO - Column 北非-利比亚周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,851 - my_logger - INFO - Column 马来西亚周度原油海运出口 was last updated at 2024-11-03
|
||
2024-11-19 17:08:20,854 - my_logger - INFO - Column FSU-阿塞拜疆周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,857 - my_logger - INFO - Column 南美-多巴哥岛周度原油海运出口 was last updated at 2024-11-03
|
||
2024-11-19 17:08:20,860 - my_logger - INFO - Column 中东-科威特周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,863 - my_logger - INFO - Column 中东-也门周度原油海运出口 was last updated at 2023-08-27
|
||
2024-11-19 17:08:20,865 - my_logger - INFO - Column 中西非-喀麦隆周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,867 - my_logger - INFO - Column 北非-阿尔及利亚周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,868 - my_logger - INFO - Column Non-OPEC DoC周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,871 - my_logger - INFO - Column 北美-加拿大周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,873 - my_logger - INFO - Column 南美-巴西周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,875 - my_logger - INFO - Column 中东-巴林周度原油海运出口 was last updated at 2024-04-28
|
||
2024-11-19 17:08:20,877 - my_logger - INFO - Column 挪威周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,878 - my_logger - INFO - Column FSU-哈萨克斯坦周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,880 - my_logger - INFO - Column 北美-美国周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,882 - my_logger - INFO - Column 南美-哥伦比亚周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,884 - my_logger - INFO - Column 中东-卡塔尔周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,887 - my_logger - INFO - Column 中西非-刚果布周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,888 - my_logger - INFO - Column 北非-埃及周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,891 - my_logger - INFO - Column 印度尼西亚周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,893 - my_logger - INFO - Column 西非-尼日利亚周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,895 - my_logger - INFO - Column FSU-土库曼斯坦周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,897 - my_logger - INFO - Column 南美-委内瑞拉周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,899 - my_logger - INFO - Column 西非-几内亚周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,901 - my_logger - INFO - Column 澳大利亚周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,903 - my_logger - INFO - Column FSU-俄罗斯周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,905 - my_logger - INFO - Column 中东-伊朗周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,907 - my_logger - INFO - Column 中东-阿曼周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,909 - my_logger - INFO - Column 西非-加纳周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,910 - my_logger - INFO - Column 英国周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,912 - my_logger - INFO - Column OPEC周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,914 - my_logger - INFO - Column 南美-圭亚那周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,916 - my_logger - INFO - Column 南美-阿根廷周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,918 - my_logger - INFO - Column 中东-伊拉克周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,921 - my_logger - INFO - Column 中东-阿联酋周度原油海运出口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,923 - my_logger - INFO - Column 以色列周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,925 - my_logger - INFO - Column 缅甸周度原油海运进口 was last updated at 2024-11-03
|
||
2024-11-19 17:08:20,927 - my_logger - INFO - Column 德国周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,928 - my_logger - INFO - Column 澳大利亚周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,930 - my_logger - INFO - Column 马来西亚周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,933 - my_logger - INFO - Column 巴基斯坦周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,935 - my_logger - INFO - Column 土耳其周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,937 - my_logger - INFO - Column 南非周度原油海运进口 was last updated at 2024-11-03
|
||
2024-11-19 17:08:20,939 - my_logger - INFO - Column 中国台湾周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,941 - my_logger - INFO - Column 英国周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,943 - my_logger - INFO - Column 立陶宛周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,945 - my_logger - INFO - Column 埃及周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,947 - my_logger - INFO - Column 韩国周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,949 - my_logger - INFO - Column 越南周度原油海运进口 was last updated at 2024-11-03
|
||
2024-11-19 17:08:20,950 - my_logger - INFO - Column 巴拿马周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,953 - my_logger - INFO - Column 巴西周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,955 - my_logger - INFO - Column 葡萄牙周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,957 - my_logger - INFO - Column 阿联酋周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,959 - my_logger - INFO - Column 印度周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,961 - my_logger - INFO - Column 智利周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,963 - my_logger - INFO - Column 意大利周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,965 - my_logger - INFO - Column 荷兰周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,967 - my_logger - INFO - Column 芬兰周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,969 - my_logger - INFO - Column 罗马尼亚周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,971 - my_logger - INFO - Column 新加坡周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,973 - my_logger - INFO - Column 泰国周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,975 - my_logger - INFO - Column 法国周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,977 - my_logger - INFO - Column 印度尼西亚周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,980 - my_logger - INFO - Column 美国周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,982 - my_logger - INFO - Column 波兰周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,984 - my_logger - INFO - Column 中国周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,986 - my_logger - INFO - Column 加拿大周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,989 - my_logger - INFO - Column 西班牙周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,991 - my_logger - INFO - Column 希腊周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,994 - my_logger - INFO - Column 瑞典周度原油海运进口 was last updated at 2024-11-10
|
||
2024-11-19 17:08:20,996 - my_logger - INFO - Column 莱茵河水位 was last updated at 2024-11-18
|
||
2024-11-19 17:08:20,998 - my_logger - INFO - Column ovx index was last updated at 2024-11-18
|
||
2024-11-19 17:08:21,000 - my_logger - INFO - Column dxy curncy was last updated at 2024-11-19
|
||
2024-11-19 17:08:21,002 - my_logger - INFO - Column C2403128043 was last updated at 2024-11-18
|
||
2024-11-19 17:08:21,004 - my_logger - INFO - Column C2403150124 was last updated at 2024-11-18
|
||
2024-11-19 17:08:21,006 - my_logger - INFO - Column FVHCM1 INDEX was last updated at 2024-11-18
|
||
2024-11-19 17:08:21,008 - my_logger - INFO - Column doedtprd index was last updated at 2024-11-08
|
||
2024-11-19 17:08:21,011 - my_logger - INFO - Column CFFDQMMN INDEX was last updated at 2024-11-12
|
||
2024-11-19 17:08:21,014 - my_logger - INFO - Column C2403083739 was last updated at 2024-11-12
|
||
2024-11-19 17:08:21,016 - my_logger - INFO - Column C2404167878 was last updated at 2024-11-12
|
||
2024-11-19 17:08:21,018 - my_logger - INFO - Column lmcads03 lme comdty was last updated at 2024-11-15
|
||
2024-11-19 17:08:21,020 - my_logger - INFO - Column GC1 COMB Comdty was last updated at 2024-11-18
|
||
2024-11-19 17:08:21,023 - my_logger - INFO - Column C2404167855 was last updated at 2024-11-18
|
||
2024-11-19 17:08:21,029 - my_logger - INFO - 特征停更信息保存到文件：last_update_times.csv
|
||
2024-11-19 17:08:21,031 - my_logger - INFO - 删除预警的特征前数据量：(2515, 504)
|
||
2024-11-19 17:08:21,035 - my_logger - INFO - 删除预警的特征后数据量：(2515, 438)
|
||
2024-11-19 17:08:21,036 - my_logger - INFO - 删除两月不更新特征前数据量：(2515, 438)
|
||
2024-11-19 17:08:21,524 - my_logger - INFO - 删除两月不更新特征后数据量：(2515, 434)
|
||
2024-11-19 17:08:21,528 - my_logger - INFO - 删除预测列为空值的行后数据量：(1779, 434)
|
||
2024-11-19 17:08:21,530 - my_logger - INFO - 删除全为空值的列后数据量：(1779, 363)
|
||
2024-11-19 17:08:25,006 - my_logger - INFO - 日度(231) 周度(130) 月度(1)
|
||
0 西北欧炼厂加工Brent原油CDU利润 EIA美国油品需求 EIA美国柴油产量（千桶日）
|
||
1 美墨湾炼厂加工WTI原油CDU利润 中国汽柴油表需
|
||
2 新加坡炼厂加工Dubai原油CDU利润 DOE-美国汽油产量超季节性/3年
|
||
3 西北欧炼厂加工Brent原油CDU利润 M2 美国汽油表需（周度）
|
||
4 美墨湾炼厂加工WTI原油CDU利润 M2 美国汽油产量（周度）
|
||
.. ... ... ...
|
||
226 C2403128043
|
||
227 C2403150124
|
||
228 FVHCM1 INDEX
|
||
229 GC1 COMB Comdty
|
||
230 C2404167855
|
||
|
||
[231 rows x 3 columns]
|
||
2024-11-19 17:08:25,018 - my_logger - INFO - 特征信息：总共有360个,日度(231),周度(130),月度(1), 详看 附1、特征列表
|
||
数据特征工程：
|
||
1. 数据日期排序，新日期在最后
|
||
2. 删除空列，特征数据列没有值，就删除
|
||
3. 删除近两月不再更新值的指标
|
||
4. 非日度数据填充为日度数据，填充规则：
|
||
-- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
|
||
-- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
|
||
数据特征相关性分析：
|
||
|
||
2024-11-19 17:08:25,019 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-19 17:08:26,281 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '73.3' WHERE ds = '2024-11-18 00:00:00'
|
||
2024-11-19 17:08:26,282 - my_logger - INFO - 今天是周一，更新预测模型
|
||
2024-11-19 17:08:26,301 - my_logger - INFO - 最近20天预测残差最低的模型名称：LSTM
|
||
2024-11-19 17:08:26,313 - my_logger - INFO - 开始训练模型...
|
||
2024-11-19 17:08:26,326 - my_logger - INFO - Training set head:
|
||
2024-11-19 17:08:26,326 - my_logger - INFO - ds EIA美国油品需求 中国汽柴油表需 DOE-美国汽油产量超季节性/3年 美国汽油表需（周度） ... is_quarter_start is_quarter_end is_year_start is_year_end unique_id
|
||
2849 2018-01-02 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1
|
||
2848 2018-01-03 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1
|
||
2847 2018-01-04 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1
|
||
336 2018-01-05 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1
|
||
2846 2018-01-08 37951.0 732.4702 205.1905 61698.0 ... 0.0 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 378 columns]
|
||
2024-11-19 17:08:26,657 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-11-19 17:08:26,658 - my_logger - INFO - ds EIA美国油品需求 中国汽柴油表需 DOE-美国汽油产量超季节性/3年 美国汽油表需（周度） ... is_quarter_start is_quarter_end is_year_start is_year_end unique_id
|
||
8789 2019-05-21 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1
|
||
8788 2019-05-22 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1
|
||
8787 2019-05-23 36227.0 732.4702 -174.6190 66003.0 ... 0.0 0.0 0.0 0.0 1
|
||
264 2019-05-24 38186.0 732.4702 -343.0476 65758.0 ... 0.0 0.0 0.0 0.0 1
|
||
8786 2019-05-27 38186.0 732.4702 -343.0476 65758.0 ... 0.0 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 378 columns]
|
||
2024-11-19 17:17:29,252 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 17:17:29,255 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 17:17:30,585 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', NHITS = '72.14228', Informer = '74.878784', LSTM = '74.753944', iTransformer = '74.90624', TSMixer = '73.09096', TSMixerx = '75.36713', PatchTST = '73.71281', RNN = '60.009727', GRU = '73.79061', TCN = '73.80944', BiTCN = '73.20709', DilatedRNN = '75.25644', MLP = '72.4851', DLinear = '73.117485', NLinear = '73.768105', TFT = '74.18888', StemGNN = '75.168846', MLPMultivariate = '72.499794', TiDE = '73.38782', DeepNPTS = '72.59514' WHERE ds = '2024-11-19 00:00:00'
|
||
2024-11-19 17:17:32,356 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 17:17:32,356 - my_logger - INFO - 制作报告ing
|
||
2024-11-19 17:17:32,651 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-11-19 17:17:34,556 - my_logger - INFO - 价格类指标的相关性总和为：67.36181900830297
|
||
2024-11-19 17:17:34,558 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-11-19 17:17:36,281 - my_logger - INFO - 供应类指标的相关性总和为：15.18606570965436
|
||
2024-11-19 17:17:36,283 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-11-19 17:17:37,992 - my_logger - INFO - 其他类指标的相关性总和为：6.246853988086785
|
||
2024-11-19 17:17:37,993 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-11-19 17:17:39,750 - my_logger - INFO - 库存类指标的相关性总和为：20.35727874858709
|
||
2024-11-19 17:17:39,751 - my_logger - INFO - 开始绘制期货市场类指标的相关性直方图
|
||
2024-11-19 17:17:41,500 - my_logger - INFO - 期货市场类指标的相关性总和为：51.576111130270405
|
||
2024-11-19 17:17:41,501 - my_logger - INFO - 开始绘制运输类指标的相关性直方图
|
||
2024-11-19 17:17:41,821 - my_logger - INFO - 运输类指标的相关性总和为：1.0249209969840862
|
||
2024-11-19 17:17:41,823 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-11-19 17:17:43,531 - my_logger - INFO - 进出口类指标的相关性总和为：5.690292182824263
|
||
2024-11-19 17:17:43,533 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-11-19 17:17:45,299 - my_logger - INFO - 需求类指标的相关性总和为：12.42671643878691
|
||
2024-11-19 17:17:45,300 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-11-19 17:17:45,649 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-11-19 17:17:49,294 - my_logger - INFO - 制作报告end
|
||
2024-11-19 17:17:49,295 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 17:17:54,929 - my_logger - INFO - 邮件发送成功！
|
||
2024-11-19 20:21:19,406 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx
|
||
2024-11-19 20:21:19,406 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx
|
||
2024-11-19 20:21:19,411 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date
|
||
2024-11-19 20:21:19,411 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date
|
||
2024-11-19 20:22:12,728 - my_logger - INFO - 删除两月不更新特征前数据量：(2515, 354)
|
||
2024-11-19 20:22:12,728 - my_logger - INFO - 删除两月不更新特征前数据量：(2515, 354)
|
||
2024-11-19 20:22:13,458 - my_logger - INFO - 删除两月不更新特征后数据量：(2515, 315)
|
||
2024-11-19 20:22:13,458 - my_logger - INFO - 删除两月不更新特征后数据量：(2515, 315)
|
||
2024-11-19 20:22:13,466 - my_logger - INFO - 删除预测列为空值的行后数据量：(771, 315)
|
||
2024-11-19 20:22:13,466 - my_logger - INFO - 删除预测列为空值的行后数据量：(771, 315)
|
||
2024-11-19 20:22:13,472 - my_logger - INFO - 删除全为空值的列后数据量：(771, 315)
|
||
2024-11-19 20:22:13,472 - my_logger - INFO - 删除全为空值的列后数据量：(771, 315)
|
||
2024-11-19 20:22:16,308 - my_logger - INFO - 日度(219) 周度(94) 84天(1)
|
||
0 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜
|
||
1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周）
|
||
2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周）
|
||
3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周）
|
||
4 煤制聚丙烯利润 PP看空情绪指数环差
|
||
.. ... ... ...
|
||
214 PE期货收盘价
|
||
215 PP连续-1月
|
||
216 PP连续-5月
|
||
217 PP连续-9月
|
||
218 y
|
||
|
||
[219 rows x 3 columns]
|
||
2024-11-19 20:22:16,308 - my_logger - INFO - 日度(219) 周度(94) 84天(1)
|
||
0 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜
|
||
1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周）
|
||
2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周）
|
||
3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周）
|
||
4 煤制聚丙烯利润 PP看空情绪指数环差
|
||
.. ... ... ...
|
||
214 PE期货收盘价
|
||
215 PP连续-1月
|
||
216 PP连续-5月
|
||
217 PP连续-9月
|
||
218 y
|
||
|
||
[219 rows x 3 columns]
|
||
2024-11-19 20:22:16,333 - my_logger - INFO - 特征信息：总共有312个,日度(219),周度(94),84天(1), 详看 附1、特征列表
|
||
数据特征工程：
|
||
1. 数据日期排序，新日期在最后
|
||
2. 删除空列，特征数据列没有值，就删除
|
||
3. 删除近两月不再更新值的指标
|
||
4. 非日度数据填充为日度数据，填充规则：
|
||
-- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
|
||
-- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
|
||
数据特征相关性分析：
|
||
|
||
2024-11-19 20:22:16,333 - my_logger - INFO - 特征信息：总共有312个,日度(219),周度(94),84天(1), 详看 附1、特征列表
|
||
数据特征工程：
|
||
1. 数据日期排序，新日期在最后
|
||
2. 删除空列，特征数据列没有值，就删除
|
||
3. 删除近两月不再更新值的指标
|
||
4. 非日度数据填充为日度数据，填充规则：
|
||
-- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
|
||
-- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
|
||
数据特征相关性分析：
|
||
|
||
2024-11-19 20:22:16,337 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-19 20:22:16,337 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-19 20:22:17,406 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '7363.333333333333' WHERE ds = '2024-11-18 00:00:00'
|
||
2024-11-19 20:22:17,406 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-18 00:00:00', y = '7363.333333333333' WHERE ds = '2024-11-18 00:00:00'
|
||
2024-11-19 20:22:17,427 - my_logger - INFO - 今天是周一，更新预测模型
|
||
2024-11-19 20:22:17,427 - my_logger - INFO - 今天是周一，更新预测模型
|
||
2024-11-19 20:22:17,471 - my_logger - INFO - 最近20天预测残差最低的模型名称：NHITS
|
||
2024-11-19 20:22:17,471 - my_logger - INFO - 最近20天预测残差最低的模型名称：NHITS
|
||
2024-11-19 20:22:17,492 - my_logger - INFO - 开始训练模型...
|
||
2024-11-19 20:22:17,492 - my_logger - INFO - 开始训练模型...
|
||
2024-11-19 20:22:17,555 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:22:17,555 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:22:17,560 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:22:17,560 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:22:19,498 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:22:19,498 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:22:19,510 - my_logger - INFO - 制作报告ing
|
||
2024-11-19 20:22:19,510 - my_logger - INFO - 制作报告ing
|
||
2024-11-19 20:22:19,719 - my_logger - INFO - 开始绘制价差类指标的相关性直方图
|
||
2024-11-19 20:22:19,719 - my_logger - INFO - 开始绘制价差类指标的相关性直方图
|
||
2024-11-19 20:22:23,953 - my_logger - INFO - 价差类指标的相关性总和为：11.045084254496823
|
||
2024-11-19 20:22:23,953 - my_logger - INFO - 价差类指标的相关性总和为：11.045084254496823
|
||
2024-11-19 20:22:23,960 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-11-19 20:22:23,960 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-11-19 20:22:27,929 - my_logger - INFO - 价格类指标的相关性总和为：91.9826336555467
|
||
2024-11-19 20:22:27,929 - my_logger - INFO - 价格类指标的相关性总和为：91.9826336555467
|
||
2024-11-19 20:22:27,934 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-11-19 20:22:27,934 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-11-19 20:22:32,016 - my_logger - INFO - 供应类指标的相关性总和为：19.676577761750373
|
||
2024-11-19 20:22:32,016 - my_logger - INFO - 供应类指标的相关性总和为：19.676577761750373
|
||
2024-11-19 20:22:32,021 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-11-19 20:22:32,021 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-11-19 20:22:36,174 - my_logger - INFO - 其他类指标的相关性总和为：12.061155519572203
|
||
2024-11-19 20:22:36,174 - my_logger - INFO - 其他类指标的相关性总和为：12.061155519572203
|
||
2024-11-19 20:22:36,178 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-11-19 20:22:36,178 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-11-19 20:22:40,109 - my_logger - INFO - 库存类指标的相关性总和为：11.265124823866078
|
||
2024-11-19 20:22:40,109 - my_logger - INFO - 库存类指标的相关性总和为：11.265124823866078
|
||
2024-11-19 20:22:40,113 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-11-19 20:22:40,113 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-11-19 20:22:41,102 - my_logger - INFO - 进出口类指标的相关性总和为：1.621285695326623
|
||
2024-11-19 20:22:41,102 - my_logger - INFO - 进出口类指标的相关性总和为：1.621285695326623
|
||
2024-11-19 20:22:41,106 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-11-19 20:22:41,106 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-11-19 20:22:43,918 - my_logger - INFO - 需求类指标的相关性总和为：6.76636659497056
|
||
2024-11-19 20:22:43,918 - my_logger - INFO - 需求类指标的相关性总和为：6.76636659497056
|
||
2024-11-19 20:22:43,923 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-11-19 20:22:43,923 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-11-19 20:22:44,679 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-11-19 20:22:44,679 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-11-19 20:22:49,485 - my_logger - INFO - 制作报告end
|
||
2024-11-19 20:22:49,485 - my_logger - INFO - 制作报告end
|
||
2024-11-19 20:22:49,487 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:22:49,487 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:28:56,997 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:28:56,997 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:28:57,001 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:28:57,001 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:28:58,982 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:28:58,982 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:37:55,472 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:37:55,472 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:37:55,476 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:37:55,476 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:37:57,457 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:37:57,457 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:38:41,727 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:38:41,727 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:38:41,733 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:38:41,733 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:38:43,725 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:38:43,725 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:39:48,636 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:39:48,636 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:39:48,641 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:39:48,641 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:39:51,138 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:39:51,138 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:40:07,737 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:40:07,737 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:40:07,744 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:40:07,744 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:40:10,475 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:40:10,475 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:42:17,166 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:42:17,166 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:42:17,171 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:42:17,171 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:42:19,848 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:42:19,848 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:50:27,773 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:50:27,773 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:50:27,778 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:50:27,778 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:51:02,274 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:51:02,274 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:51:02,280 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:51:02,280 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:51:04,946 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:51:04,946 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:51:51,377 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:51:51,377 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 20:51:51,384 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:51:51,384 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 20:51:54,635 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 20:51:54,635 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 21:21:06,570 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:21:06,570 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:21:06,603 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:21:06,603 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:21:10,362 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 21:21:10,362 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 21:21:52,123 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:21:52,123 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:21:52,135 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:21:52,135 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:21:55,552 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 21:21:55,552 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 21:24:49,788 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:24:49,788 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:24:49,794 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:24:49,794 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:25:38,380 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:25:38,380 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:25:38,386 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:25:38,386 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:25:41,810 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 21:25:41,810 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 21:35:05,181 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:35:05,181 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:35:05,188 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:35:05,188 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:35:08,486 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 21:35:08,486 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 21:38:45,175 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:38:45,175 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:38:45,181 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:38:45,181 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:38:48,305 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 21:38:48,305 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 21:43:21,407 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:43:21,407 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:43:21,412 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:43:21,412 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:43:24,338 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 21:43:24,338 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 21:52:18,326 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:52:18,326 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 21:52:18,331 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:52:18,331 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 21:52:21,413 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 21:52:21,413 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:09:44,730 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:09:44,730 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:09:44,737 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:09:44,737 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:09:49,407 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:09:49,407 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:23:07,971 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:23:07,971 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:23:07,977 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:23:07,977 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:23:15,000 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:23:15,000 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:24:08,660 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:24:08,660 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:24:08,664 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:24:08,664 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:24:11,593 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:24:11,593 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:25:12,712 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:25:12,712 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:25:12,717 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:25:12,717 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:25:15,509 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:25:15,509 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:28:30,345 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:28:30,345 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:28:30,350 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:28:30,350 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:28:33,130 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:28:33,130 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:30:56,556 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:30:56,556 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:30:56,579 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:30:56,579 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:30:59,730 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:30:59,730 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:32:05,810 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:32:05,810 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:32:05,816 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:32:05,816 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:32:08,512 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:32:08,512 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:32:58,429 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:32:58,429 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:32:58,436 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:32:58,436 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:33:01,001 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:33:01,001 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:35:05,970 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:35:05,970 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:35:05,975 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:35:05,975 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:35:08,712 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:35:08,712 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:37:30,259 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:37:30,259 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:37:30,263 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:37:30,263 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:37:33,191 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:37:33,191 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:38:20,373 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:38:20,373 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:38:20,378 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:38:20,378 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:38:23,342 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:38:23,342 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:43:40,477 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:43:40,477 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:43:40,518 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:43:40,518 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:43:45,051 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:43:45,051 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:45:43,007 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:45:43,007 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:45:43,012 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:45:43,012 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:45:45,653 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:45:45,653 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:46:20,684 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:46:20,684 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:46:20,690 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:46:20,690 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:46:23,199 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:46:23,199 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:47:18,124 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:47:18,124 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 22:47:18,130 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:47:18,130 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 22:47:21,522 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 22:47:21,522 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-19 23:55:25,873 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 23:55:25,873 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 23:55:25,879 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 23:55:25,879 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 23:56:31,936 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 23:56:31,936 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 23:56:31,941 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 23:56:31,941 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 23:57:05,127 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 23:57:05,127 - my_logger - INFO - 模型训练完成
|
||
2024-11-19 23:57:05,132 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-19 23:57:05,132 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:01:05,404 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:01:05,404 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:01:05,442 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:01:05,442 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:04:25,195 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:04:25,195 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:04:25,200 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:04:25,200 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:05:17,987 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:05:17,987 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:05:18,026 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:05:18,026 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:08:08,273 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:08:08,273 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:08:08,279 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:08:08,279 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:09:00,569 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:09:00,569 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:09:00,576 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:09:00,576 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:09:05,162 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-20 00:09:05,162 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-20 00:19:14,411 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:19:14,411 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:19:14,416 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:19:14,416 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:21:28,945 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:21:28,945 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:21:28,950 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:21:28,950 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:23:17,209 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:23:17,209 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:23:17,215 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:23:17,215 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:23:19,551 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-20 00:23:19,551 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-20 00:25:08,197 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:25:08,197 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:25:08,204 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:25:08,204 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:25:10,912 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-20 00:25:10,912 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-20 00:26:16,462 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:26:16,462 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:26:16,469 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:26:16,469 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:26:18,948 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-20 00:26:18,948 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-20 00:26:32,738 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:26:32,738 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 00:26:32,748 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:26:32,748 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 00:26:35,477 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-20 00:26:35,477 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-20 09:32:24,986 - my_logger - INFO - 从eta获取数据...
|
||
2024-11-20 09:32:24,986 - my_logger - INFO - 从eta获取数据...
|
||
2024-11-20 09:33:08,074 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和
|
||
2024-11-20 09:33:08,074 - my_logger - INFO - 跳过指标 PE多头与PP空头比例和
|
||
2024-11-20 09:33:08,076 - my_logger - INFO - 跳过指标 PP2409前20多单量
|
||
2024-11-20 09:33:08,076 - my_logger - INFO - 跳过指标 PP2409前20多单量
|
||
2024-11-20 09:33:08,078 - my_logger - INFO - 跳过指标 PP2409前20空单量
|
||
2024-11-20 09:33:08,078 - my_logger - INFO - 跳过指标 PP2409前20空单量
|
||
2024-11-20 09:33:28,116 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
|
||
2024-11-20 09:33:28,116 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
|
||
2024-11-20 09:33:28,118 - my_logger - INFO - lmcads03 lme comdty
|
||
2024-11-20 09:33:28,118 - my_logger - INFO - lmcads03 lme comdty
|
||
2024-11-20 09:33:28,459 - my_logger - INFO - GC1 COMB Comdty
|
||
2024-11-20 09:33:28,459 - my_logger - INFO - GC1 COMB Comdty
|
||
2024-11-20 09:33:29,069 - my_logger - INFO - C2404171822
|
||
2024-11-20 09:33:29,069 - my_logger - INFO - C2404171822
|
||
2024-11-20 09:33:29,731 - my_logger - INFO - dxy curncy
|
||
2024-11-20 09:33:29,731 - my_logger - INFO - dxy curncy
|
||
2024-11-20 09:33:30,325 - my_logger - INFO - S5443199
|
||
2024-11-20 09:33:30,325 - my_logger - INFO - S5443199
|
||
2024-11-20 09:33:30,626 - my_logger - INFO - S5479800
|
||
2024-11-20 09:33:30,626 - my_logger - INFO - S5479800
|
||
2024-11-20 09:33:30,886 - my_logger - INFO - S5443108
|
||
2024-11-20 09:33:30,886 - my_logger - INFO - S5443108
|
||
2024-11-20 09:33:31,188 - my_logger - INFO - H7358586
|
||
2024-11-20 09:33:31,188 - my_logger - INFO - H7358586
|
||
2024-11-20 09:33:31,365 - my_logger - INFO - LC3FM1 INDEX
|
||
2024-11-20 09:33:31,365 - my_logger - INFO - LC3FM1 INDEX
|
||
2024-11-20 09:33:31,636 - my_logger - INFO - CNY REGN Curncy
|
||
2024-11-20 09:33:31,636 - my_logger - INFO - CNY REGN Curncy
|
||
2024-11-20 09:33:32,512 - my_logger - INFO - s0105897
|
||
2024-11-20 09:33:32,512 - my_logger - INFO - s0105897
|
||
2024-11-20 09:33:32,966 - my_logger - INFO - M0067419
|
||
2024-11-20 09:33:32,966 - my_logger - INFO - M0067419
|
||
2024-11-20 09:33:33,355 - my_logger - INFO - M0066351
|
||
2024-11-20 09:33:33,355 - my_logger - INFO - M0066351
|
||
2024-11-20 09:33:33,754 - my_logger - INFO - S0266372
|
||
2024-11-20 09:33:33,754 - my_logger - INFO - S0266372
|
||
2024-11-20 09:33:34,038 - my_logger - INFO - S0266438
|
||
2024-11-20 09:33:34,038 - my_logger - INFO - S0266438
|
||
2024-11-20 09:33:34,342 - my_logger - INFO - S0266506
|
||
2024-11-20 09:33:34,342 - my_logger - INFO - S0266506
|
||
2024-11-20 09:33:34,661 - my_logger - INFO - date PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） \
|
||
6556 2024-11-20 NaN NaN NaN
|
||
6462 2024-11-19 NaN NaN NaN
|
||
950 2024-11-18 NaN NaN NaN
|
||
6557 2024-11-17 NaN NaN NaN
|
||
6558 2024-11-16 NaN NaN NaN
|
||
|
||
华东聚丙烯基差（折盘面收盘价） 聚丙烯品类价差：共聚与拉丝（华东） 煤制聚丙烯利润 PP粉料（山东）/拼接 BOPP：成本：中国（日） \
|
||
6556 NaN NaN NaN NaN NaN
|
||
6462 NaN NaN NaN NaN NaN
|
||
950 NaN NaN -1183.0 NaN NaN
|
||
6557 NaN NaN NaN NaN NaN
|
||
6558 NaN NaN NaN NaN NaN
|
||
|
||
PP无纺布生产成本（日） ... 山东丙烯主流价 丙烷（山东） FEI丙烷 M1 在岸人民币汇率 南华工业品指数 PVC期货主力 \
|
||
6556 NaN ... NaN NaN NaN NaN NaN NaN
|
||
6462 NaN ... NaN NaN 615.08 7.2387 NaN NaN
|
||
950 NaN ... 6850.0 NaN 606.60 7.2320 3727.05 5284.0
|
||
6557 NaN ... NaN NaN NaN NaN NaN NaN
|
||
6558 NaN ... NaN NaN NaN NaN NaN NaN
|
||
|
||
PE期货收盘价 PP连续-1月 PP连续-5月 PP连续-9月
|
||
6556 NaN NaN NaN NaN
|
||
6462 NaN NaN NaN NaN
|
||
950 NaN NaN NaN NaN
|
||
6557 NaN NaN NaN NaN
|
||
6558 NaN NaN NaN NaN
|
||
|
||
[5 rows x 357 columns]
|
||
2024-11-20 09:33:34,661 - my_logger - INFO - date PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） \
|
||
6556 2024-11-20 NaN NaN NaN
|
||
6462 2024-11-19 NaN NaN NaN
|
||
950 2024-11-18 NaN NaN NaN
|
||
6557 2024-11-17 NaN NaN NaN
|
||
6558 2024-11-16 NaN NaN NaN
|
||
|
||
华东聚丙烯基差（折盘面收盘价） 聚丙烯品类价差：共聚与拉丝（华东） 煤制聚丙烯利润 PP粉料（山东）/拼接 BOPP：成本：中国（日） \
|
||
6556 NaN NaN NaN NaN NaN
|
||
6462 NaN NaN NaN NaN NaN
|
||
950 NaN NaN -1183.0 NaN NaN
|
||
6557 NaN NaN NaN NaN NaN
|
||
6558 NaN NaN NaN NaN NaN
|
||
|
||
PP无纺布生产成本（日） ... 山东丙烯主流价 丙烷（山东） FEI丙烷 M1 在岸人民币汇率 南华工业品指数 PVC期货主力 \
|
||
6556 NaN ... NaN NaN NaN NaN NaN NaN
|
||
6462 NaN ... NaN NaN 615.08 7.2387 NaN NaN
|
||
950 NaN ... 6850.0 NaN 606.60 7.2320 3727.05 5284.0
|
||
6557 NaN ... NaN NaN NaN NaN NaN NaN
|
||
6558 NaN ... NaN NaN NaN NaN NaN NaN
|
||
|
||
PE期货收盘价 PP连续-1月 PP连续-5月 PP连续-9月
|
||
6556 NaN NaN NaN NaN
|
||
6462 NaN NaN NaN NaN
|
||
950 NaN NaN NaN NaN
|
||
6557 NaN NaN NaN NaN
|
||
6558 NaN NaN NaN NaN
|
||
|
||
[5 rows x 357 columns]
|
||
2024-11-20 09:34:31,235 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354)
|
||
2024-11-20 09:34:31,235 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354)
|
||
2024-11-20 09:34:31,634 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314)
|
||
2024-11-20 09:34:31,634 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314)
|
||
2024-11-20 09:34:31,638 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314)
|
||
2024-11-20 09:34:31,638 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314)
|
||
2024-11-20 09:34:31,641 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314)
|
||
2024-11-20 09:34:31,641 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314)
|
||
2024-11-20 09:34:33,167 - my_logger - INFO - 日度(218) 周度(94) 154天(1)
|
||
0 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜
|
||
1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周）
|
||
2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周）
|
||
3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周）
|
||
4 煤制聚丙烯利润 PP看空情绪指数环差
|
||
.. ... ... ...
|
||
213 PE期货收盘价
|
||
214 PP连续-1月
|
||
215 PP连续-5月
|
||
216 PP连续-9月
|
||
217 y
|
||
|
||
[218 rows x 3 columns]
|
||
2024-11-20 09:34:33,167 - my_logger - INFO - 日度(218) 周度(94) 154天(1)
|
||
0 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜
|
||
1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周）
|
||
2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周）
|
||
3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周）
|
||
4 煤制聚丙烯利润 PP看空情绪指数环差
|
||
.. ... ... ...
|
||
213 PE期货收盘价
|
||
214 PP连续-1月
|
||
215 PP连续-5月
|
||
216 PP连续-9月
|
||
217 y
|
||
|
||
[218 rows x 3 columns]
|
||
2024-11-20 09:34:33,176 - my_logger - INFO - 特征信息：总共有311个,日度(218),周度(94),154天(1), 详看 附1、特征列表
|
||
数据特征工程：
|
||
1. 数据日期排序，新日期在最后
|
||
2. 删除空列，特征数据列没有值，就删除
|
||
3. 删除近两月不再更新值的指标
|
||
4. 非日度数据填充为日度数据，填充规则：
|
||
-- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
|
||
-- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
|
||
数据特征相关性分析：
|
||
|
||
2024-11-20 09:34:33,176 - my_logger - INFO - 特征信息：总共有311个,日度(218),周度(94),154天(1), 详看 附1、特征列表
|
||
数据特征工程：
|
||
1. 数据日期排序，新日期在最后
|
||
2. 删除空列，特征数据列没有值，就删除
|
||
3. 删除近两月不再更新值的指标
|
||
4. 非日度数据填充为日度数据，填充规则：
|
||
-- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
|
||
-- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
|
||
数据特征相关性分析：
|
||
|
||
2024-11-20 09:34:33,179 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-20 09:34:33,179 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-20 09:34:33,802 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00'
|
||
2024-11-20 09:34:33,802 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00'
|
||
2024-11-20 09:34:33,827 - my_logger - INFO - 开始训练模型...
|
||
2024-11-20 09:34:33,827 - my_logger - INFO - 开始训练模型...
|
||
2024-11-20 09:34:33,857 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 09:34:33,857 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 09:34:33,861 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 09:34:33,861 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 09:34:36,867 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-20 09:34:36,867 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-20 09:34:36,883 - my_logger - INFO - 制作报告ing
|
||
2024-11-20 09:34:36,883 - my_logger - INFO - 制作报告ing
|
||
2024-11-20 09:34:37,004 - my_logger - INFO - 开始绘制价差类指标的相关性直方图
|
||
2024-11-20 09:34:37,004 - my_logger - INFO - 开始绘制价差类指标的相关性直方图
|
||
2024-11-20 09:34:39,092 - my_logger - INFO - 价差类指标的相关性总和为：11.033279360751804
|
||
2024-11-20 09:34:39,092 - my_logger - INFO - 价差类指标的相关性总和为：11.033279360751804
|
||
2024-11-20 09:34:39,096 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-11-20 09:34:39,096 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-11-20 09:34:41,172 - my_logger - INFO - 价格类指标的相关性总和为：91.11201716083437
|
||
2024-11-20 09:34:41,172 - my_logger - INFO - 价格类指标的相关性总和为：91.11201716083437
|
||
2024-11-20 09:34:41,174 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-11-20 09:34:41,174 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-11-20 09:34:43,322 - my_logger - INFO - 供应类指标的相关性总和为：19.68970163194788
|
||
2024-11-20 09:34:43,322 - my_logger - INFO - 供应类指标的相关性总和为：19.68970163194788
|
||
2024-11-20 09:34:43,325 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-11-20 09:34:43,325 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-11-20 09:34:45,683 - my_logger - INFO - 其他类指标的相关性总和为：12.062003637554202
|
||
2024-11-20 09:34:45,683 - my_logger - INFO - 其他类指标的相关性总和为：12.062003637554202
|
||
2024-11-20 09:34:45,686 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-11-20 09:34:45,686 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-11-20 09:34:47,766 - my_logger - INFO - 库存类指标的相关性总和为：11.266242723870176
|
||
2024-11-20 09:34:47,766 - my_logger - INFO - 库存类指标的相关性总和为：11.266242723870176
|
||
2024-11-20 09:34:47,768 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-11-20 09:34:47,768 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-11-20 09:34:48,337 - my_logger - INFO - 进出口类指标的相关性总和为：1.6205427630454334
|
||
2024-11-20 09:34:48,337 - my_logger - INFO - 进出口类指标的相关性总和为：1.6205427630454334
|
||
2024-11-20 09:34:48,340 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-11-20 09:34:48,340 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-11-20 09:34:49,851 - my_logger - INFO - 需求类指标的相关性总和为：6.761200339955732
|
||
2024-11-20 09:34:49,851 - my_logger - INFO - 需求类指标的相关性总和为：6.761200339955732
|
||
2024-11-20 09:34:49,854 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-11-20 09:34:49,854 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-11-20 09:34:50,309 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-11-20 09:34:50,309 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-11-20 09:34:53,228 - my_logger - INFO - 制作报告end
|
||
2024-11-20 09:34:53,228 - my_logger - INFO - 制作报告end
|
||
2024-11-20 09:34:53,230 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 09:34:53,230 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 09:34:53,249 - my_logger - INFO - Training set head:
|
||
2024-11-20 09:34:53,249 - my_logger - INFO - Training set head:
|
||
2024-11-20 09:34:53,252 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） \
|
||
738 2021-10-19 -165.5689 57.0 -93.0
|
||
737 2021-10-20 -165.5689 198.0 48.0
|
||
736 2021-10-21 -165.5689 215.0 -75.0
|
||
735 2021-10-22 -165.5689 177.0 -63.0
|
||
734 2021-10-25 -165.5689 298.0 -2.0
|
||
|
||
华东聚丙烯基差（折盘面收盘价） 煤制聚丙烯利润 PP粉料（山东）/拼接 BOPP：成本：中国（日） PP无纺布生产成本（日） \
|
||
738 -43.0 -5763.0 9600.0 10750.0 11862.5
|
||
737 148.0 -6063.0 9400.0 10500.0 11785.0
|
||
736 35.0 -6135.0 9250.0 10400.0 11547.5
|
||
735 27.0 -6313.0 9100.0 10150.0 11432.5
|
||
734 48.0 -6463.0 8950.0 10050.0 11432.5
|
||
|
||
CPP薄膜成本（日） PE注塑开工率/周 PET瓶片：利润：中国（日）7DMA PP：看跌比例：中国（周） PP：看平比例：中国（周） \
|
||
738 12410.0 76.6 252.6543 47.37 45.61
|
||
737 12230.0 76.6 274.3293 47.37 45.61
|
||
736 12140.0 76.6 285.7421 47.37 45.61
|
||
735 12140.0 76.6 289.5271 47.37 45.61
|
||
734 12000.0 76.6 303.8900 47.37 45.61
|
||
|
||
PP：看升比例：中国（周） PP看空情绪指数环差 PP多空情绪强弱指数 再生PP市场价/山东（日） \
|
||
738 7.02 31.44 0.1482 7735.0
|
||
737 7.02 31.44 0.1482 7735.0
|
||
736 7.02 31.44 0.1482 7635.0
|
||
735 7.02 31.44 0.1482 7535.0
|
||
734 7.02 31.44 0.1482 7435.0
|
||
|
||
印度粉矿：57%Fe：品牌价格：青岛港 美国-中国PS（GPPS）价差 塑编产成品库存 塑编订单天数 塑编产成品库存天数 \
|
||
738 460.00 415.0 3617.9 8.1 11.0
|
||
737 460.00 415.0 3617.9 8.1 11.0
|
||
736 422.28 415.0 3617.9 8.1 11.0
|
||
735 425.96 415.0 3617.9 8.1 11.0
|
||
734 425.96 415.0 3617.9 8.1 11.0
|
||
|
||
塑编原材料库存天数 塑编整体开工率 PP管材开工率 PP无纺布开工率 BOPP开工率 中国PP无纺布原料库存天数 \
|
||
738 10.3 47.0 51.0 49.0 55.59 3.98
|
||
737 10.3 47.0 51.0 49.0 55.59 3.98
|
||
736 10.3 47.0 51.0 49.0 55.59 3.98
|
||
735 10.3 47.0 51.0 49.0 55.59 3.98
|
||
734 10.3 47.0 51.0 49.0 55.59 3.98
|
||
|
||
中国PP无纺布原料库存量 中国PP无纺布成品库存天数 PP拉丝国内现货价格 PP主力收盘价 PP粉料（山东） \
|
||
738 102.73 0.76 9700.0 9643.0 8635.0
|
||
737 102.73 0.76 9300.0 9202.0 8635.0
|
||
736 102.73 0.76 9300.0 9265.0 8635.0
|
||
735 102.73 0.76 9200.0 9023.0 8635.0
|
||
734 102.73 0.76 9000.0 8852.0 8635.0
|
||
|
||
PP：拉丝：S1003：市场主流价：常州：国能榆林化工（日） PP：拉丝：S1003：市场主流价：东莞：宝丰能源（日） \
|
||
738 9650.0 9700.0
|
||
737 9350.0 9500.0
|
||
736 9350.0 9500.0
|
||
735 9150.0 9400.0
|
||
734 9050.0 9050.0
|
||
|
||
PP：低熔共聚：K8003：自提价：广州：宝丰能源（日） PP：低熔共聚：K8003：自提价：宁波：国能榆林化工（日） \
|
||
738 9800.0 9900.0
|
||
737 9800.0 9600.0
|
||
736 9800.0 9600.0
|
||
735 9800.0 9300.0
|
||
734 9600.0 9300.0
|
||
|
||
PP：拉丝：1102K：市场价：临沂：国家能源宁煤（日） PP：拉丝：1102K：市场价：青州：国家能源宁煤（日） \
|
||
738 8750.0 8900.0
|
||
737 8750.0 8900.0
|
||
736 8750.0 8900.0
|
||
735 8750.0 8900.0
|
||
734 8750.0 8900.0
|
||
|
||
PP：透明：M26ET：出厂价：华东地区：镇海炼化（日） PP：透明：HC-RP340R：出厂价：华北地区：山东东明（日） \
|
||
738 10400.0 9400.0
|
||
737 10400.0 9400.0
|
||
736 10100.0 9400.0
|
||
735 10100.0 9400.0
|
||
734 10000.0 9400.0
|
||
|
||
现货价(中间价):均聚聚丙烯(PP-H):CFR远东 现货价(中间价):聚丙烯PP(纤维/注塑):FOB西北欧 \
|
||
738 1269.0 1781.0
|
||
737 1269.0 1792.0
|
||
736 1269.0 1792.0
|
||
735 1249.0 1792.0
|
||
734 1229.0 1792.0
|
||
|
||
现货价(中间价):均聚聚丙烯(PP-H):FOB中东 现货价(中间价):聚丙烯PP(纤维/注塑):FAS休斯敦 PP主力盘中 \
|
||
738 1241.0 2744.0 9643.0
|
||
737 1241.0 2689.0 9202.0
|
||
736 1241.0 2689.0 9339.0
|
||
735 1221.0 2689.0 9023.0
|
||
734 1201.0 2689.0 8852.0
|
||
|
||
PP神华竞拍（华东） PP神华竞拍（临沂） PP神华竞拍（西安） ... CPP：均聚：生产比例：中国（日） \
|
||
738 9600.0 9550.0 9450.0 ... 1.21
|
||
737 9300.0 9270.0 9250.0 ... 1.21
|
||
736 9228.0 9190.0 9110.0 ... 1.21
|
||
735 9050.0 8960.0 8850.0 ... 1.21
|
||
734 8900.0 8820.0 8690.0 ... 1.21
|
||
|
||
CPP：三元共聚薄膜：生产比例：中国（日） 热水管：生产比例：中国（日） BOPP利润（华东地区） PP下游成品库存天数 \
|
||
738 0.0 2.08 3000.0 5.3825
|
||
737 0.0 2.08 3300.0 5.3825
|
||
736 0.0 2.08 3272.0 5.3825
|
||
735 0.0 2.08 3450.0 5.3825
|
||
734 0.0 2.08 3600.0 5.3825
|
||
|
||
PP部分下游订单天数 中国BOPP订单天数同差 中国BOPP订单天数/4WMA BOPP完工订单工作量（周） BOPP日度新订单量（T） \
|
||
738 9.3 -4.52 14.33 3096.0 76.00
|
||
737 9.3 -4.52 14.33 3096.0 35.00
|
||
736 9.3 -4.52 14.33 3096.0 47.55
|
||
735 9.3 -3.93 14.33 3096.0 34.30
|
||
734 9.3 -3.93 14.33 3096.0 55.00
|
||
|
||
BOPP新订单量（7DMA） 中国再生PP周度样本成交量 BOPP开工率超季节性/3年 中国BOPP成品库存量同差 中国CPP订单天数 \
|
||
738 78.3429 50.42 0.9086 294.0 6.9
|
||
737 59.4857 50.42 0.9086 294.0 6.9
|
||
736 56.1357 50.42 0.9086 294.0 6.9
|
||
735 52.5071 50.42 0.9086 294.0 6.9
|
||
734 56.6071 50.42 0.9086 294.0 6.9
|
||
|
||
BOPP订单天数变频 BOPP 订单-成品天数 中国：华东地区：市场平均价：BOPP厚光膜 LME铜价 黄金连1合约 \
|
||
738 14.92 8.33 10600.0 10119.0 1769.7
|
||
737 14.92 8.33 10600.0 10210.0 1784.1
|
||
736 14.92 8.33 10600.0 9786.0 1781.2
|
||
735 12.90 8.33 10600.0 9740.0 1795.5
|
||
734 12.90 8.33 10600.0 9843.0 1806.0
|
||
|
||
Brent-WTI 美元指数 甲醇鲁南价格 甲醇太仓港口价格 山东丙烯主流价 丙烷（山东） FEI丙烷 M1 在岸人民币汇率 \
|
||
738 2.12 93.784 4000.0 3740.0 9400.0 6588.0 906.00 6.3826
|
||
737 1.95 93.603 4000.0 3365.0 9350.0 6588.0 910.61 6.3930
|
||
736 2.11 93.755 3975.0 3330.0 9200.0 6588.0 887.82 6.3932
|
||
735 1.77 93.610 3750.0 3265.0 9025.0 6588.0 876.72 6.3850
|
||
734 2.23 93.826 3625.0 3175.0 8625.0 6588.0 866.69 6.3858
|
||
|
||
南华工业品指数 PVC期货主力 PE期货收盘价 PP连续-1月 PP连续-5月 PP连续-9月 y year \
|
||
738 3836.41 11860.0 9585.0 9643.0 9486.0 9380.0 9540.0 2021.0
|
||
737 3703.81 11040.0 9210.0 9202.0 9080.0 9033.0 9170.0 2021.0
|
||
736 3584.19 10355.0 9305.0 9265.0 9121.0 9090.0 9170.0 2021.0
|
||
735 3506.00 10225.0 9145.0 9023.0 8927.0 8922.0 9020.0 2021.0
|
||
734 3508.63 10195.0 9065.0 8852.0 8855.0 8822.0 8870.0 2021.0
|
||
|
||
month day dayofweek weekofyear dayofyear quarternum dayofquarter \
|
||
738 10.0 19.0 1.0 42 292.0 4.0 19.0
|
||
737 10.0 20.0 2.0 42 293.0 4.0 20.0
|
||
736 10.0 21.0 3.0 42 294.0 4.0 21.0
|
||
735 10.0 22.0 4.0 42 295.0 4.0 22.0
|
||
734 10.0 25.0 0.0 43 298.0 4.0 25.0
|
||
|
||
is_month_start is_month_end is_quarter_start is_quarter_end \
|
||
738 0.0 0.0 0.0 0.0
|
||
737 0.0 0.0 0.0 0.0
|
||
736 0.0 0.0 0.0 0.0
|
||
735 0.0 0.0 0.0 0.0
|
||
734 0.0 0.0 0.0 0.0
|
||
|
||
is_year_start is_year_end unique_id
|
||
738 0.0 0.0 1
|
||
737 0.0 0.0 1
|
||
736 0.0 0.0 1
|
||
735 0.0 0.0 1
|
||
734 0.0 0.0 1
|
||
|
||
[5 rows x 329 columns]
|
||
2024-11-20 09:34:53,252 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） \
|
||
738 2021-10-19 -165.5689 57.0 -93.0
|
||
737 2021-10-20 -165.5689 198.0 48.0
|
||
736 2021-10-21 -165.5689 215.0 -75.0
|
||
735 2021-10-22 -165.5689 177.0 -63.0
|
||
734 2021-10-25 -165.5689 298.0 -2.0
|
||
|
||
华东聚丙烯基差（折盘面收盘价） 煤制聚丙烯利润 PP粉料（山东）/拼接 BOPP：成本：中国（日） PP无纺布生产成本（日） \
|
||
738 -43.0 -5763.0 9600.0 10750.0 11862.5
|
||
737 148.0 -6063.0 9400.0 10500.0 11785.0
|
||
736 35.0 -6135.0 9250.0 10400.0 11547.5
|
||
735 27.0 -6313.0 9100.0 10150.0 11432.5
|
||
734 48.0 -6463.0 8950.0 10050.0 11432.5
|
||
|
||
CPP薄膜成本（日） PE注塑开工率/周 PET瓶片：利润：中国（日）7DMA PP：看跌比例：中国（周） PP：看平比例：中国（周） \
|
||
738 12410.0 76.6 252.6543 47.37 45.61
|
||
737 12230.0 76.6 274.3293 47.37 45.61
|
||
736 12140.0 76.6 285.7421 47.37 45.61
|
||
735 12140.0 76.6 289.5271 47.37 45.61
|
||
734 12000.0 76.6 303.8900 47.37 45.61
|
||
|
||
PP：看升比例：中国（周） PP看空情绪指数环差 PP多空情绪强弱指数 再生PP市场价/山东（日） \
|
||
738 7.02 31.44 0.1482 7735.0
|
||
737 7.02 31.44 0.1482 7735.0
|
||
736 7.02 31.44 0.1482 7635.0
|
||
735 7.02 31.44 0.1482 7535.0
|
||
734 7.02 31.44 0.1482 7435.0
|
||
|
||
印度粉矿：57%Fe：品牌价格：青岛港 美国-中国PS（GPPS）价差 塑编产成品库存 塑编订单天数 塑编产成品库存天数 \
|
||
738 460.00 415.0 3617.9 8.1 11.0
|
||
737 460.00 415.0 3617.9 8.1 11.0
|
||
736 422.28 415.0 3617.9 8.1 11.0
|
||
735 425.96 415.0 3617.9 8.1 11.0
|
||
734 425.96 415.0 3617.9 8.1 11.0
|
||
|
||
塑编原材料库存天数 塑编整体开工率 PP管材开工率 PP无纺布开工率 BOPP开工率 中国PP无纺布原料库存天数 \
|
||
738 10.3 47.0 51.0 49.0 55.59 3.98
|
||
737 10.3 47.0 51.0 49.0 55.59 3.98
|
||
736 10.3 47.0 51.0 49.0 55.59 3.98
|
||
735 10.3 47.0 51.0 49.0 55.59 3.98
|
||
734 10.3 47.0 51.0 49.0 55.59 3.98
|
||
|
||
中国PP无纺布原料库存量 中国PP无纺布成品库存天数 PP拉丝国内现货价格 PP主力收盘价 PP粉料（山东） \
|
||
738 102.73 0.76 9700.0 9643.0 8635.0
|
||
737 102.73 0.76 9300.0 9202.0 8635.0
|
||
736 102.73 0.76 9300.0 9265.0 8635.0
|
||
735 102.73 0.76 9200.0 9023.0 8635.0
|
||
734 102.73 0.76 9000.0 8852.0 8635.0
|
||
|
||
PP：拉丝：S1003：市场主流价：常州：国能榆林化工（日） PP：拉丝：S1003：市场主流价：东莞：宝丰能源（日） \
|
||
738 9650.0 9700.0
|
||
737 9350.0 9500.0
|
||
736 9350.0 9500.0
|
||
735 9150.0 9400.0
|
||
734 9050.0 9050.0
|
||
|
||
PP：低熔共聚：K8003：自提价：广州：宝丰能源（日） PP：低熔共聚：K8003：自提价：宁波：国能榆林化工（日） \
|
||
738 9800.0 9900.0
|
||
737 9800.0 9600.0
|
||
736 9800.0 9600.0
|
||
735 9800.0 9300.0
|
||
734 9600.0 9300.0
|
||
|
||
PP：拉丝：1102K：市场价：临沂：国家能源宁煤（日） PP：拉丝：1102K：市场价：青州：国家能源宁煤（日） \
|
||
738 8750.0 8900.0
|
||
737 8750.0 8900.0
|
||
736 8750.0 8900.0
|
||
735 8750.0 8900.0
|
||
734 8750.0 8900.0
|
||
|
||
PP：透明：M26ET：出厂价：华东地区：镇海炼化（日） PP：透明：HC-RP340R：出厂价：华北地区：山东东明（日） \
|
||
738 10400.0 9400.0
|
||
737 10400.0 9400.0
|
||
736 10100.0 9400.0
|
||
735 10100.0 9400.0
|
||
734 10000.0 9400.0
|
||
|
||
现货价(中间价):均聚聚丙烯(PP-H):CFR远东 现货价(中间价):聚丙烯PP(纤维/注塑):FOB西北欧 \
|
||
738 1269.0 1781.0
|
||
737 1269.0 1792.0
|
||
736 1269.0 1792.0
|
||
735 1249.0 1792.0
|
||
734 1229.0 1792.0
|
||
|
||
现货价(中间价):均聚聚丙烯(PP-H):FOB中东 现货价(中间价):聚丙烯PP(纤维/注塑):FAS休斯敦 PP主力盘中 \
|
||
738 1241.0 2744.0 9643.0
|
||
737 1241.0 2689.0 9202.0
|
||
736 1241.0 2689.0 9339.0
|
||
735 1221.0 2689.0 9023.0
|
||
734 1201.0 2689.0 8852.0
|
||
|
||
PP神华竞拍（华东） PP神华竞拍（临沂） PP神华竞拍（西安） ... CPP：均聚：生产比例：中国（日） \
|
||
738 9600.0 9550.0 9450.0 ... 1.21
|
||
737 9300.0 9270.0 9250.0 ... 1.21
|
||
736 9228.0 9190.0 9110.0 ... 1.21
|
||
735 9050.0 8960.0 8850.0 ... 1.21
|
||
734 8900.0 8820.0 8690.0 ... 1.21
|
||
|
||
CPP：三元共聚薄膜：生产比例：中国（日） 热水管：生产比例：中国（日） BOPP利润（华东地区） PP下游成品库存天数 \
|
||
738 0.0 2.08 3000.0 5.3825
|
||
737 0.0 2.08 3300.0 5.3825
|
||
736 0.0 2.08 3272.0 5.3825
|
||
735 0.0 2.08 3450.0 5.3825
|
||
734 0.0 2.08 3600.0 5.3825
|
||
|
||
PP部分下游订单天数 中国BOPP订单天数同差 中国BOPP订单天数/4WMA BOPP完工订单工作量（周） BOPP日度新订单量（T） \
|
||
738 9.3 -4.52 14.33 3096.0 76.00
|
||
737 9.3 -4.52 14.33 3096.0 35.00
|
||
736 9.3 -4.52 14.33 3096.0 47.55
|
||
735 9.3 -3.93 14.33 3096.0 34.30
|
||
734 9.3 -3.93 14.33 3096.0 55.00
|
||
|
||
BOPP新订单量（7DMA） 中国再生PP周度样本成交量 BOPP开工率超季节性/3年 中国BOPP成品库存量同差 中国CPP订单天数 \
|
||
738 78.3429 50.42 0.9086 294.0 6.9
|
||
737 59.4857 50.42 0.9086 294.0 6.9
|
||
736 56.1357 50.42 0.9086 294.0 6.9
|
||
735 52.5071 50.42 0.9086 294.0 6.9
|
||
734 56.6071 50.42 0.9086 294.0 6.9
|
||
|
||
BOPP订单天数变频 BOPP 订单-成品天数 中国：华东地区：市场平均价：BOPP厚光膜 LME铜价 黄金连1合约 \
|
||
738 14.92 8.33 10600.0 10119.0 1769.7
|
||
737 14.92 8.33 10600.0 10210.0 1784.1
|
||
736 14.92 8.33 10600.0 9786.0 1781.2
|
||
735 12.90 8.33 10600.0 9740.0 1795.5
|
||
734 12.90 8.33 10600.0 9843.0 1806.0
|
||
|
||
Brent-WTI 美元指数 甲醇鲁南价格 甲醇太仓港口价格 山东丙烯主流价 丙烷（山东） FEI丙烷 M1 在岸人民币汇率 \
|
||
738 2.12 93.784 4000.0 3740.0 9400.0 6588.0 906.00 6.3826
|
||
737 1.95 93.603 4000.0 3365.0 9350.0 6588.0 910.61 6.3930
|
||
736 2.11 93.755 3975.0 3330.0 9200.0 6588.0 887.82 6.3932
|
||
735 1.77 93.610 3750.0 3265.0 9025.0 6588.0 876.72 6.3850
|
||
734 2.23 93.826 3625.0 3175.0 8625.0 6588.0 866.69 6.3858
|
||
|
||
南华工业品指数 PVC期货主力 PE期货收盘价 PP连续-1月 PP连续-5月 PP连续-9月 y year \
|
||
738 3836.41 11860.0 9585.0 9643.0 9486.0 9380.0 9540.0 2021.0
|
||
737 3703.81 11040.0 9210.0 9202.0 9080.0 9033.0 9170.0 2021.0
|
||
736 3584.19 10355.0 9305.0 9265.0 9121.0 9090.0 9170.0 2021.0
|
||
735 3506.00 10225.0 9145.0 9023.0 8927.0 8922.0 9020.0 2021.0
|
||
734 3508.63 10195.0 9065.0 8852.0 8855.0 8822.0 8870.0 2021.0
|
||
|
||
month day dayofweek weekofyear dayofyear quarternum dayofquarter \
|
||
738 10.0 19.0 1.0 42 292.0 4.0 19.0
|
||
737 10.0 20.0 2.0 42 293.0 4.0 20.0
|
||
736 10.0 21.0 3.0 42 294.0 4.0 21.0
|
||
735 10.0 22.0 4.0 42 295.0 4.0 22.0
|
||
734 10.0 25.0 0.0 43 298.0 4.0 25.0
|
||
|
||
is_month_start is_month_end is_quarter_start is_quarter_end \
|
||
738 0.0 0.0 0.0 0.0
|
||
737 0.0 0.0 0.0 0.0
|
||
736 0.0 0.0 0.0 0.0
|
||
735 0.0 0.0 0.0 0.0
|
||
734 0.0 0.0 0.0 0.0
|
||
|
||
is_year_start is_year_end unique_id
|
||
738 0.0 0.0 1
|
||
737 0.0 0.0 1
|
||
736 0.0 0.0 1
|
||
735 0.0 0.0 1
|
||
734 0.0 0.0 1
|
||
|
||
[5 rows x 329 columns]
|
||
2024-11-20 09:34:53,424 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-11-20 09:34:53,424 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-11-20 09:34:53,425 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） \
|
||
588 2022-06-01 621.7030 22.0 -178.0
|
||
587 2022-06-02 552.9803 40.0 -160.0
|
||
586 2022-06-06 603.3724 74.0 -96.0
|
||
585 2022-06-07 637.3217 65.0 -105.0
|
||
584 2022-06-08 688.8880 -25.0 -165.0
|
||
|
||
华东聚丙烯基差（折盘面收盘价） 煤制聚丙烯利润 PP粉料（山东）/拼接 BOPP：成本：中国（日） PP无纺布生产成本（日） \
|
||
588 -78.0 -959.0 8600.0 9950.0 11020.0
|
||
587 -60.0 -962.0 8575.0 9950.0 11012.5
|
||
586 24.0 -1487.0 8575.0 10050.0 11100.0
|
||
585 -5.0 -1525.0 8625.0 10050.0 11115.0
|
||
584 -55.0 -1480.0 8550.0 10050.0 11092.5
|
||
|
||
CPP薄膜成本（日） PE注塑开工率/周 PET瓶片：利润：中国（日）7DMA PP：看跌比例：中国（周） PP：看平比例：中国（周） \
|
||
588 11540.0 59.5 730.9914 10.59 54.9
|
||
587 11540.0 59.5 733.5329 10.59 54.9
|
||
586 11620.0 59.5 728.8336 10.59 54.9
|
||
585 11620.0 59.5 704.8064 10.59 54.9
|
||
584 11620.0 59.5 677.7729 10.59 54.9
|
||
|
||
PP：看升比例：中国（周） PP看空情绪指数环差 PP多空情绪强弱指数 再生PP市场价/山东（日） \
|
||
588 34.51 -16.47 3.2587 6700.0
|
||
587 34.51 -16.47 3.2587 6700.0
|
||
586 34.51 -16.47 3.2587 6700.0
|
||
585 34.51 -16.47 3.2587 6700.0
|
||
584 34.51 -16.47 3.2587 6700.0
|
||
|
||
印度粉矿：57%Fe：品牌价格：青岛港 美国-中国PS（GPPS）价差 塑编产成品库存 塑编订单天数 塑编产成品库存天数 \
|
||
588 644.92 1065.0 2289.14 8.5 7.8
|
||
587 653.20 1065.0 2289.14 8.5 7.8
|
||
586 667.00 1055.0 2289.14 8.5 7.8
|
||
585 668.84 1035.0 2289.14 8.5 7.8
|
||
584 668.84 1035.0 2289.14 8.5 7.8
|
||
|
||
塑编原材料库存天数 塑编整体开工率 PP管材开工率 PP无纺布开工率 BOPP开工率 中国PP无纺布原料库存天数 \
|
||
588 11.0 48.5 45.56 52.0 62.39 15.57
|
||
587 11.0 48.5 45.56 52.0 62.39 15.57
|
||
586 11.0 48.5 45.56 52.0 62.39 15.57
|
||
585 11.0 48.5 45.56 52.0 62.39 15.57
|
||
584 11.0 48.5 45.56 52.0 62.39 15.57
|
||
|
||
中国PP无纺布原料库存量 中国PP无纺布成品库存天数 PP拉丝国内现货价格 PP主力收盘价 PP粉料（山东） \
|
||
588 362.67 4.62 8800.0 8908.0 8600.0
|
||
587 362.67 4.62 8800.0 8890.0 8575.0
|
||
586 362.67 4.62 8900.0 8926.0 8575.0
|
||
585 362.67 4.62 8900.0 8915.0 8625.0
|
||
584 362.67 4.62 8900.0 9005.0 8550.0
|
||
|
||
PP：拉丝：S1003：市场主流价：常州：国能榆林化工（日） PP：拉丝：S1003：市场主流价：东莞：宝丰能源（日） \
|
||
588 8850.0 8900.0
|
||
587 8800.0 8950.0
|
||
586 8900.0 8950.0
|
||
585 8900.0 8950.0
|
||
584 8950.0 8950.0
|
||
|
||
PP：低熔共聚：K8003：自提价：广州：宝丰能源（日） PP：低熔共聚：K8003：自提价：宁波：国能榆林化工（日） \
|
||
588 9120.0 8950.0
|
||
587 9120.0 8900.0
|
||
586 9200.0 8950.0
|
||
585 9100.0 8950.0
|
||
584 9100.0 8950.0
|
||
|
||
PP：拉丝：1102K：市场价：临沂：国家能源宁煤（日） PP：拉丝：1102K：市场价：青州：国家能源宁煤（日） \
|
||
588 8800.0 8730.0
|
||
587 8800.0 8730.0
|
||
586 8850.0 8870.0
|
||
585 8800.0 8840.0
|
||
584 8800.0 8850.0
|
||
|
||
PP：透明：M26ET：出厂价：华东地区：镇海炼化（日） PP：透明：HC-RP340R：出厂价：华北地区：山东东明（日） \
|
||
588 9600.0 9450.0
|
||
587 9600.0 9450.0
|
||
586 9600.0 9550.0
|
||
585 9600.0 9550.0
|
||
584 9600.0 9550.0
|
||
|
||
现货价(中间价):均聚聚丙烯(PP-H):CFR远东 现货价(中间价):聚丙烯PP(纤维/注塑):FOB西北欧 \
|
||
588 1099.0 1910.0
|
||
587 1099.0 1910.0
|
||
586 1089.0 1910.0
|
||
585 1079.0 1910.0
|
||
584 1079.0 1733.0
|
||
|
||
现货价(中间价):均聚聚丙烯(PP-H):FOB中东 现货价(中间价):聚丙烯PP(纤维/注塑):FAS休斯敦 PP主力盘中 \
|
||
588 1044.0 2215.0 8874.0
|
||
587 1044.0 2215.0 8889.0
|
||
586 1034.0 2215.0 8989.0
|
||
585 1024.0 2215.0 8992.0
|
||
584 1024.0 2204.0 9003.0
|
||
|
||
PP神华竞拍（华东） PP神华竞拍（临沂） PP神华竞拍（西安） ... CPP：均聚：生产比例：中国（日） \
|
||
588 8833.0 8734.0 8650.0 ... 0.0
|
||
587 8830.0 8710.0 8580.0 ... 0.0
|
||
586 8950.0 8833.0 8713.0 ... 1.2
|
||
585 8912.0 8804.0 8680.0 ... 1.2
|
||
584 8957.0 8840.0 8710.0 ... 1.2
|
||
|
||
CPP：三元共聚薄膜：生产比例：中国（日） 热水管：生产比例：中国（日） BOPP利润（华东地区） PP下游成品库存天数 \
|
||
588 0.36 3.35 587.0 6.115
|
||
587 0.36 2.60 570.0 6.115
|
||
586 0.36 1.11 450.0 6.115
|
||
585 1.11 1.11 488.0 6.115
|
||
584 1.11 1.11 443.0 6.115
|
||
|
||
PP部分下游订单天数 中国BOPP订单天数同差 中国BOPP订单天数/4WMA BOPP完工订单工作量（周） BOPP日度新订单量（T） \
|
||
588 7.8833 1.80 11.0825 2520.0 156.8
|
||
587 7.8833 2.13 11.0825 2520.0 70.1
|
||
586 7.8833 2.13 11.0825 2520.0 211.2
|
||
585 7.8833 2.13 11.0825 2520.0 167.7
|
||
584 7.8833 2.13 11.0825 2520.0 125.1
|
||
|
||
BOPP新订单量（7DMA） 中国再生PP周度样本成交量 BOPP开工率超季节性/3年 中国BOPP成品库存量同差 中国CPP订单天数 \
|
||
588 166.9786 33.75 3.3043 91.2 4.65
|
||
587 168.1500 33.75 3.3043 91.2 4.65
|
||
586 135.8214 33.75 3.3043 91.2 4.65
|
||
585 126.7929 33.75 3.3043 91.2 4.65
|
||
584 128.4929 33.75 3.3043 91.2 4.65
|
||
|
||
BOPP订单天数变频 BOPP 订单-成品天数 中国：华东地区：市场平均价：BOPP厚光膜 LME铜价 黄金连1合约 \
|
||
588 10.50 3.71 10800.0 9520.0 1843.3
|
||
587 10.50 3.71 10800.0 9520.0 1866.5
|
||
586 10.83 3.71 10800.0 9743.0 1839.2
|
||
585 10.83 3.71 10800.0 9723.0 1847.5
|
||
584 10.83 3.71 10800.0 9735.0 1851.9
|
||
|
||
Brent-WTI 美元指数 甲醇鲁南价格 甲醇太仓港口价格 山东丙烯主流价 丙烷（山东） FEI丙烷 M1 在岸人民币汇率 \
|
||
588 1.03 102.543 2590.0 2805.0 8000.0 6406.0 798.09 6.6862
|
||
587 0.74 101.751 2610.0 2790.0 7950.0 6366.0 785.04 6.6603
|
||
586 1.01 102.414 2675.0 2795.0 8000.0 6434.0 804.57 6.6539
|
||
585 1.16 102.330 2710.0 2815.0 8000.0 6442.0 796.33 6.6705
|
||
584 1.47 102.543 2710.0 2845.0 8000.0 6436.0 790.48 6.6838
|
||
|
||
南华工业品指数 PVC期货主力 PE期货收盘价 PP连续-1月 PP连续-5月 PP连续-9月 y \
|
||
588 4037.64 8415.0 9015.0 8819.0 8735.0 8908.0 8726.666667
|
||
587 4073.92 8501.0 9048.0 8810.0 8709.0 8890.0 8716.666667
|
||
586 4113.74 8728.0 9023.0 8846.0 8815.0 8926.0 8833.333333
|
||
585 4117.11 8730.0 9051.0 8833.0 8765.0 8915.0 8806.666667
|
||
584 4163.74 8792.0 9144.0 8925.0 8813.0 9005.0 8800.000000
|
||
|
||
year month day dayofweek weekofyear dayofyear quarternum \
|
||
588 2022.0 6.0 1.0 2.0 22 152.0 2.0
|
||
587 2022.0 6.0 2.0 3.0 22 153.0 2.0
|
||
586 2022.0 6.0 6.0 0.0 23 157.0 2.0
|
||
585 2022.0 6.0 7.0 1.0 23 158.0 2.0
|
||
584 2022.0 6.0 8.0 2.0 23 159.0 2.0
|
||
|
||
dayofquarter is_month_start is_month_end is_quarter_start \
|
||
588 62.0 1.0 0.0 0.0
|
||
587 63.0 0.0 0.0 0.0
|
||
586 67.0 0.0 0.0 0.0
|
||
585 68.0 0.0 0.0 0.0
|
||
584 69.0 0.0 0.0 0.0
|
||
|
||
is_quarter_end is_year_start is_year_end unique_id
|
||
588 0.0 0.0 0.0 1
|
||
587 0.0 0.0 0.0 1
|
||
586 0.0 0.0 0.0 1
|
||
585 0.0 0.0 0.0 1
|
||
584 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 329 columns]
|
||
2024-11-20 09:34:53,425 - my_logger - INFO - ds PP主力收盘价拟合残差/丙烷 CP M1 华南聚丙烯基差（折盘面收盘价） 华北聚丙烯基差（折盘面收盘价） \
|
||
588 2022-06-01 621.7030 22.0 -178.0
|
||
587 2022-06-02 552.9803 40.0 -160.0
|
||
586 2022-06-06 603.3724 74.0 -96.0
|
||
585 2022-06-07 637.3217 65.0 -105.0
|
||
584 2022-06-08 688.8880 -25.0 -165.0
|
||
|
||
华东聚丙烯基差（折盘面收盘价） 煤制聚丙烯利润 PP粉料（山东）/拼接 BOPP：成本：中国（日） PP无纺布生产成本（日） \
|
||
588 -78.0 -959.0 8600.0 9950.0 11020.0
|
||
587 -60.0 -962.0 8575.0 9950.0 11012.5
|
||
586 24.0 -1487.0 8575.0 10050.0 11100.0
|
||
585 -5.0 -1525.0 8625.0 10050.0 11115.0
|
||
584 -55.0 -1480.0 8550.0 10050.0 11092.5
|
||
|
||
CPP薄膜成本（日） PE注塑开工率/周 PET瓶片：利润：中国（日）7DMA PP：看跌比例：中国（周） PP：看平比例：中国（周） \
|
||
588 11540.0 59.5 730.9914 10.59 54.9
|
||
587 11540.0 59.5 733.5329 10.59 54.9
|
||
586 11620.0 59.5 728.8336 10.59 54.9
|
||
585 11620.0 59.5 704.8064 10.59 54.9
|
||
584 11620.0 59.5 677.7729 10.59 54.9
|
||
|
||
PP：看升比例：中国（周） PP看空情绪指数环差 PP多空情绪强弱指数 再生PP市场价/山东（日） \
|
||
588 34.51 -16.47 3.2587 6700.0
|
||
587 34.51 -16.47 3.2587 6700.0
|
||
586 34.51 -16.47 3.2587 6700.0
|
||
585 34.51 -16.47 3.2587 6700.0
|
||
584 34.51 -16.47 3.2587 6700.0
|
||
|
||
印度粉矿：57%Fe：品牌价格：青岛港 美国-中国PS（GPPS）价差 塑编产成品库存 塑编订单天数 塑编产成品库存天数 \
|
||
588 644.92 1065.0 2289.14 8.5 7.8
|
||
587 653.20 1065.0 2289.14 8.5 7.8
|
||
586 667.00 1055.0 2289.14 8.5 7.8
|
||
585 668.84 1035.0 2289.14 8.5 7.8
|
||
584 668.84 1035.0 2289.14 8.5 7.8
|
||
|
||
塑编原材料库存天数 塑编整体开工率 PP管材开工率 PP无纺布开工率 BOPP开工率 中国PP无纺布原料库存天数 \
|
||
588 11.0 48.5 45.56 52.0 62.39 15.57
|
||
587 11.0 48.5 45.56 52.0 62.39 15.57
|
||
586 11.0 48.5 45.56 52.0 62.39 15.57
|
||
585 11.0 48.5 45.56 52.0 62.39 15.57
|
||
584 11.0 48.5 45.56 52.0 62.39 15.57
|
||
|
||
中国PP无纺布原料库存量 中国PP无纺布成品库存天数 PP拉丝国内现货价格 PP主力收盘价 PP粉料（山东） \
|
||
588 362.67 4.62 8800.0 8908.0 8600.0
|
||
587 362.67 4.62 8800.0 8890.0 8575.0
|
||
586 362.67 4.62 8900.0 8926.0 8575.0
|
||
585 362.67 4.62 8900.0 8915.0 8625.0
|
||
584 362.67 4.62 8900.0 9005.0 8550.0
|
||
|
||
PP：拉丝：S1003：市场主流价：常州：国能榆林化工（日） PP：拉丝：S1003：市场主流价：东莞：宝丰能源（日） \
|
||
588 8850.0 8900.0
|
||
587 8800.0 8950.0
|
||
586 8900.0 8950.0
|
||
585 8900.0 8950.0
|
||
584 8950.0 8950.0
|
||
|
||
PP：低熔共聚：K8003：自提价：广州：宝丰能源（日） PP：低熔共聚：K8003：自提价：宁波：国能榆林化工（日） \
|
||
588 9120.0 8950.0
|
||
587 9120.0 8900.0
|
||
586 9200.0 8950.0
|
||
585 9100.0 8950.0
|
||
584 9100.0 8950.0
|
||
|
||
PP：拉丝：1102K：市场价：临沂：国家能源宁煤（日） PP：拉丝：1102K：市场价：青州：国家能源宁煤（日） \
|
||
588 8800.0 8730.0
|
||
587 8800.0 8730.0
|
||
586 8850.0 8870.0
|
||
585 8800.0 8840.0
|
||
584 8800.0 8850.0
|
||
|
||
PP：透明：M26ET：出厂价：华东地区：镇海炼化（日） PP：透明：HC-RP340R：出厂价：华北地区：山东东明（日） \
|
||
588 9600.0 9450.0
|
||
587 9600.0 9450.0
|
||
586 9600.0 9550.0
|
||
585 9600.0 9550.0
|
||
584 9600.0 9550.0
|
||
|
||
现货价(中间价):均聚聚丙烯(PP-H):CFR远东 现货价(中间价):聚丙烯PP(纤维/注塑):FOB西北欧 \
|
||
588 1099.0 1910.0
|
||
587 1099.0 1910.0
|
||
586 1089.0 1910.0
|
||
585 1079.0 1910.0
|
||
584 1079.0 1733.0
|
||
|
||
现货价(中间价):均聚聚丙烯(PP-H):FOB中东 现货价(中间价):聚丙烯PP(纤维/注塑):FAS休斯敦 PP主力盘中 \
|
||
588 1044.0 2215.0 8874.0
|
||
587 1044.0 2215.0 8889.0
|
||
586 1034.0 2215.0 8989.0
|
||
585 1024.0 2215.0 8992.0
|
||
584 1024.0 2204.0 9003.0
|
||
|
||
PP神华竞拍（华东） PP神华竞拍（临沂） PP神华竞拍（西安） ... CPP：均聚：生产比例：中国（日） \
|
||
588 8833.0 8734.0 8650.0 ... 0.0
|
||
587 8830.0 8710.0 8580.0 ... 0.0
|
||
586 8950.0 8833.0 8713.0 ... 1.2
|
||
585 8912.0 8804.0 8680.0 ... 1.2
|
||
584 8957.0 8840.0 8710.0 ... 1.2
|
||
|
||
CPP：三元共聚薄膜：生产比例：中国（日） 热水管：生产比例：中国（日） BOPP利润（华东地区） PP下游成品库存天数 \
|
||
588 0.36 3.35 587.0 6.115
|
||
587 0.36 2.60 570.0 6.115
|
||
586 0.36 1.11 450.0 6.115
|
||
585 1.11 1.11 488.0 6.115
|
||
584 1.11 1.11 443.0 6.115
|
||
|
||
PP部分下游订单天数 中国BOPP订单天数同差 中国BOPP订单天数/4WMA BOPP完工订单工作量（周） BOPP日度新订单量（T） \
|
||
588 7.8833 1.80 11.0825 2520.0 156.8
|
||
587 7.8833 2.13 11.0825 2520.0 70.1
|
||
586 7.8833 2.13 11.0825 2520.0 211.2
|
||
585 7.8833 2.13 11.0825 2520.0 167.7
|
||
584 7.8833 2.13 11.0825 2520.0 125.1
|
||
|
||
BOPP新订单量（7DMA） 中国再生PP周度样本成交量 BOPP开工率超季节性/3年 中国BOPP成品库存量同差 中国CPP订单天数 \
|
||
588 166.9786 33.75 3.3043 91.2 4.65
|
||
587 168.1500 33.75 3.3043 91.2 4.65
|
||
586 135.8214 33.75 3.3043 91.2 4.65
|
||
585 126.7929 33.75 3.3043 91.2 4.65
|
||
584 128.4929 33.75 3.3043 91.2 4.65
|
||
|
||
BOPP订单天数变频 BOPP 订单-成品天数 中国：华东地区：市场平均价：BOPP厚光膜 LME铜价 黄金连1合约 \
|
||
588 10.50 3.71 10800.0 9520.0 1843.3
|
||
587 10.50 3.71 10800.0 9520.0 1866.5
|
||
586 10.83 3.71 10800.0 9743.0 1839.2
|
||
585 10.83 3.71 10800.0 9723.0 1847.5
|
||
584 10.83 3.71 10800.0 9735.0 1851.9
|
||
|
||
Brent-WTI 美元指数 甲醇鲁南价格 甲醇太仓港口价格 山东丙烯主流价 丙烷（山东） FEI丙烷 M1 在岸人民币汇率 \
|
||
588 1.03 102.543 2590.0 2805.0 8000.0 6406.0 798.09 6.6862
|
||
587 0.74 101.751 2610.0 2790.0 7950.0 6366.0 785.04 6.6603
|
||
586 1.01 102.414 2675.0 2795.0 8000.0 6434.0 804.57 6.6539
|
||
585 1.16 102.330 2710.0 2815.0 8000.0 6442.0 796.33 6.6705
|
||
584 1.47 102.543 2710.0 2845.0 8000.0 6436.0 790.48 6.6838
|
||
|
||
南华工业品指数 PVC期货主力 PE期货收盘价 PP连续-1月 PP连续-5月 PP连续-9月 y \
|
||
588 4037.64 8415.0 9015.0 8819.0 8735.0 8908.0 8726.666667
|
||
587 4073.92 8501.0 9048.0 8810.0 8709.0 8890.0 8716.666667
|
||
586 4113.74 8728.0 9023.0 8846.0 8815.0 8926.0 8833.333333
|
||
585 4117.11 8730.0 9051.0 8833.0 8765.0 8915.0 8806.666667
|
||
584 4163.74 8792.0 9144.0 8925.0 8813.0 9005.0 8800.000000
|
||
|
||
year month day dayofweek weekofyear dayofyear quarternum \
|
||
588 2022.0 6.0 1.0 2.0 22 152.0 2.0
|
||
587 2022.0 6.0 2.0 3.0 22 153.0 2.0
|
||
586 2022.0 6.0 6.0 0.0 23 157.0 2.0
|
||
585 2022.0 6.0 7.0 1.0 23 158.0 2.0
|
||
584 2022.0 6.0 8.0 2.0 23 159.0 2.0
|
||
|
||
dayofquarter is_month_start is_month_end is_quarter_start \
|
||
588 62.0 1.0 0.0 0.0
|
||
587 63.0 0.0 0.0 0.0
|
||
586 67.0 0.0 0.0 0.0
|
||
585 68.0 0.0 0.0 0.0
|
||
584 69.0 0.0 0.0 0.0
|
||
|
||
is_quarter_end is_year_start is_year_end unique_id
|
||
588 0.0 0.0 0.0 1
|
||
587 0.0 0.0 0.0 1
|
||
586 0.0 0.0 0.0 1
|
||
585 0.0 0.0 0.0 1
|
||
584 0.0 0.0 0.0 1
|
||
|
||
[5 rows x 329 columns]
|
||
2024-11-20 09:42:19,384 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 09:42:19,384 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 09:42:19,391 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 09:42:19,391 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 09:42:21,160 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-20 09:42:21,160 - my_logger - INFO - 训练数据绘图end
|
||
2024-11-20 09:42:21,170 - my_logger - INFO - 制作报告ing
|
||
2024-11-20 09:42:21,170 - my_logger - INFO - 制作报告ing
|
||
2024-11-20 09:42:21,322 - my_logger - INFO - 开始绘制价差类指标的相关性直方图
|
||
2024-11-20 09:42:21,322 - my_logger - INFO - 开始绘制价差类指标的相关性直方图
|
||
2024-11-20 09:42:23,481 - my_logger - INFO - 价差类指标的相关性总和为：11.033279360751804
|
||
2024-11-20 09:42:23,481 - my_logger - INFO - 价差类指标的相关性总和为：11.033279360751804
|
||
2024-11-20 09:42:23,484 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-11-20 09:42:23,484 - my_logger - INFO - 开始绘制价格类指标的相关性直方图
|
||
2024-11-20 09:42:28,033 - my_logger - INFO - 价格类指标的相关性总和为：91.11201716083437
|
||
2024-11-20 09:42:28,033 - my_logger - INFO - 价格类指标的相关性总和为：91.11201716083437
|
||
2024-11-20 09:42:28,035 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-11-20 09:42:28,035 - my_logger - INFO - 开始绘制供应类指标的相关性直方图
|
||
2024-11-20 09:42:30,085 - my_logger - INFO - 供应类指标的相关性总和为：19.68970163194788
|
||
2024-11-20 09:42:30,085 - my_logger - INFO - 供应类指标的相关性总和为：19.68970163194788
|
||
2024-11-20 09:42:30,088 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-11-20 09:42:30,088 - my_logger - INFO - 开始绘制其他类指标的相关性直方图
|
||
2024-11-20 09:42:32,121 - my_logger - INFO - 其他类指标的相关性总和为：12.062003637554202
|
||
2024-11-20 09:42:32,121 - my_logger - INFO - 其他类指标的相关性总和为：12.062003637554202
|
||
2024-11-20 09:42:32,123 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-11-20 09:42:32,123 - my_logger - INFO - 开始绘制库存类指标的相关性直方图
|
||
2024-11-20 09:42:34,475 - my_logger - INFO - 库存类指标的相关性总和为：11.266242723870176
|
||
2024-11-20 09:42:34,475 - my_logger - INFO - 库存类指标的相关性总和为：11.266242723870176
|
||
2024-11-20 09:42:34,477 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-11-20 09:42:34,477 - my_logger - INFO - 开始绘制进出口类指标的相关性直方图
|
||
2024-11-20 09:42:35,042 - my_logger - INFO - 进出口类指标的相关性总和为：1.6205427630454334
|
||
2024-11-20 09:42:35,042 - my_logger - INFO - 进出口类指标的相关性总和为：1.6205427630454334
|
||
2024-11-20 09:42:35,045 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-11-20 09:42:35,045 - my_logger - INFO - 开始绘制需求类指标的相关性直方图
|
||
2024-11-20 09:42:36,508 - my_logger - INFO - 需求类指标的相关性总和为：6.761200339955732
|
||
2024-11-20 09:42:36,508 - my_logger - INFO - 需求类指标的相关性总和为：6.761200339955732
|
||
2024-11-20 09:42:36,511 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-11-20 09:42:36,511 - my_logger - INFO - 开始绘制相关性总和的气泡图
|
||
2024-11-20 09:42:36,952 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-11-20 09:42:36,952 - my_logger - INFO - 绘制相关性总和的气泡图结束
|
||
2024-11-20 09:42:39,934 - my_logger - INFO - 制作报告end
|
||
2024-11-20 09:42:39,934 - my_logger - INFO - 制作报告end
|
||
2024-11-20 09:42:39,936 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 09:42:39,936 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 09:55:30,885 - my_logger - INFO - 从eta获取数据...
|
||
2024-11-20 09:55:30,885 - my_logger - INFO - 从eta获取数据...
|
||
2024-11-20 09:55:31,204 - my_logger - INFO - ['ID01385938', 'lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
|
||
2024-11-20 09:55:31,204 - my_logger - INFO - ['ID01385938', 'lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
|
||
2024-11-20 09:55:31,206 - my_logger - INFO - ID01385938
|
||
2024-11-20 09:55:31,206 - my_logger - INFO - ID01385938
|
||
2024-11-20 09:55:31,357 - my_logger - INFO - lmcads03 lme comdty
|
||
2024-11-20 09:55:31,357 - my_logger - INFO - lmcads03 lme comdty
|
||
2024-11-20 09:55:31,700 - my_logger - INFO - GC1 COMB Comdty
|
||
2024-11-20 09:55:31,700 - my_logger - INFO - GC1 COMB Comdty
|
||
2024-11-20 09:55:32,291 - my_logger - INFO - C2404171822
|
||
2024-11-20 09:55:32,291 - my_logger - INFO - C2404171822
|
||
2024-11-20 09:55:32,895 - my_logger - INFO - dxy curncy
|
||
2024-11-20 09:55:32,895 - my_logger - INFO - dxy curncy
|
||
2024-11-20 09:55:33,401 - my_logger - INFO - S5443199
|
||
2024-11-20 09:55:33,401 - my_logger - INFO - S5443199
|
||
2024-11-20 09:55:33,668 - my_logger - INFO - S5479800
|
||
2024-11-20 09:55:33,668 - my_logger - INFO - S5479800
|
||
2024-11-20 09:55:33,931 - my_logger - INFO - S5443108
|
||
2024-11-20 09:55:33,931 - my_logger - INFO - S5443108
|
||
2024-11-20 09:55:34,200 - my_logger - INFO - H7358586
|
||
2024-11-20 09:55:34,200 - my_logger - INFO - H7358586
|
||
2024-11-20 09:55:34,360 - my_logger - INFO - LC3FM1 INDEX
|
||
2024-11-20 09:55:34,360 - my_logger - INFO - LC3FM1 INDEX
|
||
2024-11-20 09:55:34,600 - my_logger - INFO - CNY REGN Curncy
|
||
2024-11-20 09:55:34,600 - my_logger - INFO - CNY REGN Curncy
|
||
2024-11-20 09:55:35,381 - my_logger - INFO - s0105897
|
||
2024-11-20 09:55:35,381 - my_logger - INFO - s0105897
|
||
2024-11-20 09:55:35,771 - my_logger - INFO - M0067419
|
||
2024-11-20 09:55:35,771 - my_logger - INFO - M0067419
|
||
2024-11-20 09:55:36,107 - my_logger - INFO - M0066351
|
||
2024-11-20 09:55:36,107 - my_logger - INFO - M0066351
|
||
2024-11-20 09:55:36,459 - my_logger - INFO - S0266372
|
||
2024-11-20 09:55:36,459 - my_logger - INFO - S0266372
|
||
2024-11-20 09:55:36,722 - my_logger - INFO - S0266438
|
||
2024-11-20 09:55:36,722 - my_logger - INFO - S0266438
|
||
2024-11-20 09:55:37,000 - my_logger - INFO - S0266506
|
||
2024-11-20 09:55:37,000 - my_logger - INFO - S0266506
|
||
2024-11-20 09:55:37,290 - my_logger - INFO - date PP：拉丝：1102K：市场价：青州：国家能源宁煤（日） LME铜价 黄金连1合约 Brent-WTI \
|
||
0 2024-11-19 7390.0 NaN 2634.7 4.12
|
||
1 2024-11-18 7380.0 9072.5 2614.6 4.14
|
||
2 2024-11-15 7380.0 9002.5 2570.1 4.02
|
||
3 2024-11-14 7380.0 8990.0 2572.9 3.86
|
||
4 2024-11-13 7380.0 9047.0 2586.5 3.85
|
||
|
||
美元指数 甲醇鲁南价格 甲醇太仓港口价格 山东丙烯主流价 丙烷（山东） FEI丙烷 M1 在岸人民币汇率 南华工业品指数 \
|
||
0 106.206 NaN NaN NaN NaN 615.08 7.2387 NaN
|
||
1 106.275 2340.0 NaN 6850.0 NaN 606.60 7.2320 3727.05
|
||
2 106.687 2310.0 NaN 6930.0 NaN 611.69 7.2294 3708.14
|
||
3 106.673 2310.0 2472.0 6945.0 NaN 618.61 7.2271 3739.76
|
||
4 106.481 2310.0 2480.0 6800.0 NaN 621.88 7.2340 3772.43
|
||
|
||
PVC期货主力 PE期货收盘价 PP连续-1月 PP连续-5月 PP连续-9月
|
||
0 NaN NaN NaN NaN NaN
|
||
1 5284.0 NaN NaN NaN NaN
|
||
2 5282.0 NaN NaN NaN NaN
|
||
3 5310.0 NaN NaN NaN NaN
|
||
4 5347.0 NaN NaN NaN NaN
|
||
2024-11-20 09:55:37,290 - my_logger - INFO - date PP：拉丝：1102K：市场价：青州：国家能源宁煤（日） LME铜价 黄金连1合约 Brent-WTI \
|
||
0 2024-11-19 7390.0 NaN 2634.7 4.12
|
||
1 2024-11-18 7380.0 9072.5 2614.6 4.14
|
||
2 2024-11-15 7380.0 9002.5 2570.1 4.02
|
||
3 2024-11-14 7380.0 8990.0 2572.9 3.86
|
||
4 2024-11-13 7380.0 9047.0 2586.5 3.85
|
||
|
||
美元指数 甲醇鲁南价格 甲醇太仓港口价格 山东丙烯主流价 丙烷（山东） FEI丙烷 M1 在岸人民币汇率 南华工业品指数 \
|
||
0 106.206 NaN NaN NaN NaN 615.08 7.2387 NaN
|
||
1 106.275 2340.0 NaN 6850.0 NaN 606.60 7.2320 3727.05
|
||
2 106.687 2310.0 NaN 6930.0 NaN 611.69 7.2294 3708.14
|
||
3 106.673 2310.0 2472.0 6945.0 NaN 618.61 7.2271 3739.76
|
||
4 106.481 2310.0 2480.0 6800.0 NaN 621.88 7.2340 3772.43
|
||
|
||
PVC期货主力 PE期货收盘价 PP连续-1月 PP连续-5月 PP连续-9月
|
||
0 NaN NaN NaN NaN NaN
|
||
1 5284.0 NaN NaN NaN NaN
|
||
2 5282.0 NaN NaN NaN NaN
|
||
3 5310.0 NaN NaN NaN NaN
|
||
4 5347.0 NaN NaN NaN NaN
|
||
2024-11-20 10:06:39,758 - my_logger - INFO - 浠巈ta鑾峰彇鏁版嵁...
|
||
2024-11-20 10:06:39,758 - my_logger - INFO - 浠巈ta鑾峰彇鏁版嵁...
|
||
2024-11-20 10:07:22,521 - my_logger - INFO - 璺宠繃鎸囨爣 PE澶氬ご涓嶱P绌哄ご姣斾緥鍜<E7B7A5>
|
||
2024-11-20 10:07:22,521 - my_logger - INFO - 璺宠繃鎸囨爣 PE澶氬ご涓嶱P绌哄ご姣斾緥鍜<E7B7A5>
|
||
2024-11-20 10:07:22,522 - my_logger - INFO - 璺宠繃鎸囨爣 PP2409鍓<39>20澶氬崟閲<E5B49F>
|
||
2024-11-20 10:07:22,522 - my_logger - INFO - 璺宠繃鎸囨爣 PP2409鍓<39>20澶氬崟閲<E5B49F>
|
||
2024-11-20 10:07:22,524 - my_logger - INFO - 璺宠繃鎸囨爣 PP2409鍓<39>20绌哄崟閲<E5B49F>
|
||
2024-11-20 10:07:22,524 - my_logger - INFO - 璺宠繃鎸囨爣 PP2409鍓<39>20绌哄崟閲<E5B49F>
|
||
2024-11-20 10:07:42,561 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
|
||
2024-11-20 10:07:42,561 - my_logger - INFO - ['lmcads03 lme comdty', 'GC1 COMB Comdty', 'C2404171822', 'dxy curncy', 'S5443199 ', 'S5479800', 'S5443108', 'H7358586', 'LC3FM1 INDEX', 'CNY REGN Curncy', 's0105897', 'M0067419', 'M0066351', 'S0266372', 'S0266438', 'S0266506']
|
||
2024-11-20 10:07:42,563 - my_logger - INFO - lmcads03 lme comdty
|
||
2024-11-20 10:07:42,563 - my_logger - INFO - lmcads03 lme comdty
|
||
2024-11-20 10:07:42,944 - my_logger - INFO - GC1 COMB Comdty
|
||
2024-11-20 10:07:42,944 - my_logger - INFO - GC1 COMB Comdty
|
||
2024-11-20 10:07:43,563 - my_logger - INFO - C2404171822
|
||
2024-11-20 10:07:43,563 - my_logger - INFO - C2404171822
|
||
2024-11-20 10:07:44,256 - my_logger - INFO - dxy curncy
|
||
2024-11-20 10:07:44,256 - my_logger - INFO - dxy curncy
|
||
2024-11-20 10:07:44,858 - my_logger - INFO - S5443199
|
||
2024-11-20 10:07:44,858 - my_logger - INFO - S5443199
|
||
2024-11-20 10:07:45,176 - my_logger - INFO - S5479800
|
||
2024-11-20 10:07:45,176 - my_logger - INFO - S5479800
|
||
2024-11-20 10:07:45,440 - my_logger - INFO - S5443108
|
||
2024-11-20 10:07:45,440 - my_logger - INFO - S5443108
|
||
2024-11-20 10:07:45,739 - my_logger - INFO - H7358586
|
||
2024-11-20 10:07:45,739 - my_logger - INFO - H7358586
|
||
2024-11-20 10:07:45,915 - my_logger - INFO - LC3FM1 INDEX
|
||
2024-11-20 10:07:45,915 - my_logger - INFO - LC3FM1 INDEX
|
||
2024-11-20 10:07:46,182 - my_logger - INFO - CNY REGN Curncy
|
||
2024-11-20 10:07:46,182 - my_logger - INFO - CNY REGN Curncy
|
||
2024-11-20 10:07:47,029 - my_logger - INFO - s0105897
|
||
2024-11-20 10:07:47,029 - my_logger - INFO - s0105897
|
||
2024-11-20 10:07:47,443 - my_logger - INFO - M0067419
|
||
2024-11-20 10:07:47,443 - my_logger - INFO - M0067419
|
||
2024-11-20 10:07:47,812 - my_logger - INFO - M0066351
|
||
2024-11-20 10:07:47,812 - my_logger - INFO - M0066351
|
||
2024-11-20 10:07:48,197 - my_logger - INFO - S0266372
|
||
2024-11-20 10:07:48,197 - my_logger - INFO - S0266372
|
||
2024-11-20 10:07:48,471 - my_logger - INFO - S0266438
|
||
2024-11-20 10:07:48,471 - my_logger - INFO - S0266438
|
||
2024-11-20 10:07:48,746 - my_logger - INFO - S0266506
|
||
2024-11-20 10:07:48,746 - my_logger - INFO - S0266506
|
||
2024-11-20 10:07:49,076 - my_logger - INFO - date PP涓诲姏鏀剁洏浠锋嫙鍚堟畫宸<E795AB>/涓欑兎 CP M1 鍗庡崡鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> 鍗庡寳鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> \
|
||
6556 2024-11-20 NaN NaN NaN
|
||
6462 2024-11-19 NaN NaN NaN
|
||
950 2024-11-18 NaN NaN NaN
|
||
6557 2024-11-17 NaN NaN NaN
|
||
6558 2024-11-16 NaN NaN NaN
|
||
|
||
鍗庝笢鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> 鑱氫笝鐑<E7AC9D>搧绫讳环宸<E78EAF>細鍏辫仛涓庢媺涓濓紙鍗庝笢锛<E7ACA2> 鐓ゅ埗鑱氫笝鐑<E7AC9D>埄娑<E59F84> PP绮夋枡锛堝北涓滐級/鎷兼帴 BOPP锛氭垚鏈<E59E9A>細涓<E7B4B0>浗锛堟棩锛<E6A3A9> \
|
||
6556 NaN NaN NaN NaN NaN
|
||
6462 NaN NaN NaN NaN NaN
|
||
950 NaN NaN -1183.0 NaN NaN
|
||
6557 NaN NaN NaN NaN NaN
|
||
6558 NaN NaN NaN NaN NaN
|
||
|
||
PP鏃犵汉甯冪敓浜ф垚鏈<E59E9A>紙鏃ワ級 ... 灞变笢涓欑儻涓绘祦浠<E7A5A6> 涓欑兎锛堝北涓滐級 FEI涓欑兎 M1 鍦ㄥ哺浜烘皯甯佹眹鐜<E79CB9> 鍗楀崕宸ヤ笟鍝佹寚鏁<E5AF9A> PVC鏈熻揣涓诲姏 \
|
||
6556 NaN ... NaN NaN NaN NaN NaN NaN
|
||
6462 NaN ... NaN NaN 615.08 7.2387 NaN NaN
|
||
950 NaN ... 6850.0 NaN 606.60 7.2320 3727.05 5284.0
|
||
6557 NaN ... NaN NaN NaN NaN NaN NaN
|
||
6558 NaN ... NaN NaN NaN NaN NaN NaN
|
||
|
||
PE鏈熻揣鏀剁洏浠<E6B48F> PP杩炵画-1鏈<31> PP杩炵画-5鏈<35> PP杩炵画-9鏈<39>
|
||
6556 NaN NaN NaN NaN
|
||
6462 NaN NaN NaN NaN
|
||
950 NaN NaN NaN NaN
|
||
6557 NaN NaN NaN NaN
|
||
6558 NaN NaN NaN NaN
|
||
|
||
[5 rows x 357 columns]
|
||
2024-11-20 10:07:49,076 - my_logger - INFO - date PP涓诲姏鏀剁洏浠锋嫙鍚堟畫宸<E795AB>/涓欑兎 CP M1 鍗庡崡鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> 鍗庡寳鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> \
|
||
6556 2024-11-20 NaN NaN NaN
|
||
6462 2024-11-19 NaN NaN NaN
|
||
950 2024-11-18 NaN NaN NaN
|
||
6557 2024-11-17 NaN NaN NaN
|
||
6558 2024-11-16 NaN NaN NaN
|
||
|
||
鍗庝笢鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> 鑱氫笝鐑<E7AC9D>搧绫讳环宸<E78EAF>細鍏辫仛涓庢媺涓濓紙鍗庝笢锛<E7ACA2> 鐓ゅ埗鑱氫笝鐑<E7AC9D>埄娑<E59F84> PP绮夋枡锛堝北涓滐級/鎷兼帴 BOPP锛氭垚鏈<E59E9A>細涓<E7B4B0>浗锛堟棩锛<E6A3A9> \
|
||
6556 NaN NaN NaN NaN NaN
|
||
6462 NaN NaN NaN NaN NaN
|
||
950 NaN NaN -1183.0 NaN NaN
|
||
6557 NaN NaN NaN NaN NaN
|
||
6558 NaN NaN NaN NaN NaN
|
||
|
||
PP鏃犵汉甯冪敓浜ф垚鏈<E59E9A>紙鏃ワ級 ... 灞变笢涓欑儻涓绘祦浠<E7A5A6> 涓欑兎锛堝北涓滐級 FEI涓欑兎 M1 鍦ㄥ哺浜烘皯甯佹眹鐜<E79CB9> 鍗楀崕宸ヤ笟鍝佹寚鏁<E5AF9A> PVC鏈熻揣涓诲姏 \
|
||
6556 NaN ... NaN NaN NaN NaN NaN NaN
|
||
6462 NaN ... NaN NaN 615.08 7.2387 NaN NaN
|
||
950 NaN ... 6850.0 NaN 606.60 7.2320 3727.05 5284.0
|
||
6557 NaN ... NaN NaN NaN NaN NaN NaN
|
||
6558 NaN ... NaN NaN NaN NaN NaN NaN
|
||
|
||
PE鏈熻揣鏀剁洏浠<E6B48F> PP杩炵画-1鏈<31> PP杩炵画-5鏈<35> PP杩炵画-9鏈<39>
|
||
6556 NaN NaN NaN NaN
|
||
6462 NaN NaN NaN NaN
|
||
950 NaN NaN NaN NaN
|
||
6557 NaN NaN NaN NaN
|
||
6558 NaN NaN NaN NaN
|
||
|
||
[5 rows x 357 columns]
|
||
2024-11-20 10:08:46,388 - my_logger - INFO - 鍒犻櫎涓ゆ湀涓嶆洿鏂扮壒寰佸墠鏁版嵁閲忥細(2516, 354)
|
||
2024-11-20 10:08:46,388 - my_logger - INFO - 鍒犻櫎涓ゆ湀涓嶆洿鏂扮壒寰佸墠鏁版嵁閲忥細(2516, 354)
|
||
2024-11-20 10:08:46,783 - my_logger - INFO - 鍒犻櫎涓ゆ湀涓嶆洿鏂扮壒寰佸悗鏁版嵁閲忥細(2516, 314)
|
||
2024-11-20 10:08:46,783 - my_logger - INFO - 鍒犻櫎涓ゆ湀涓嶆洿鏂扮壒寰佸悗鏁版嵁閲忥細(2516, 314)
|
||
2024-11-20 10:08:46,787 - my_logger - INFO - 鍒犻櫎棰勬祴鍒椾负绌哄€肩殑琛屽悗鏁版嵁閲忥細(772, 314)
|
||
2024-11-20 10:08:46,787 - my_logger - INFO - 鍒犻櫎棰勬祴鍒椾负绌哄€肩殑琛屽悗鏁版嵁閲忥細(772, 314)
|
||
2024-11-20 10:08:46,791 - my_logger - INFO - 鍒犻櫎鍏ㄤ负绌哄€肩殑鍒楀悗鏁版嵁閲忥細(772, 314)
|
||
2024-11-20 10:08:46,791 - my_logger - INFO - 鍒犻櫎鍏ㄤ负绌哄€肩殑鍒楀悗鏁版嵁閲忥細(772, 314)
|
||
2024-11-20 10:08:48,330 - my_logger - INFO - 鏃ュ害(218) 鍛ㄥ害(94) 84澶<34>(1)
|
||
0 PP涓诲姏鏀剁洏浠锋嫙鍚堟畫宸<E795AB>/涓欑兎 CP M1 PE娉ㄥ<E5A889>寮€宸ョ巼/鍛<> 涓<>浗锛氬崕涓滃湴鍖猴細甯傚満骞冲潎浠凤細BOPP鍘氬厜鑶<E58E9C>
|
||
1 鍗庡崡鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> PP锛氱湅璺屾瘮渚嬶細涓<E7B4B0>浗锛堝懆锛<E68786>
|
||
2 鍗庡寳鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> PP锛氱湅骞虫瘮渚嬶細涓<E7B4B0>浗锛堝懆锛<E68786>
|
||
3 鍗庝笢鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> PP锛氱湅鍗囨瘮渚嬶細涓<E7B4B0>浗锛堝懆锛<E68786>
|
||
4 鐓ゅ埗鑱氫笝鐑<E7AC9D>埄娑<E59F84> PP鐪嬬┖鎯呯华鎸囨暟鐜<E69A9F>樊
|
||
.. ... ... ...
|
||
213 PE鏈熻揣鏀剁洏浠<E6B48F>
|
||
214 PP杩炵画-1鏈<31>
|
||
215 PP杩炵画-5鏈<35>
|
||
216 PP杩炵画-9鏈<39>
|
||
217 y
|
||
|
||
[218 rows x 3 columns]
|
||
2024-11-20 10:08:48,330 - my_logger - INFO - 鏃ュ害(218) 鍛ㄥ害(94) 84澶<34>(1)
|
||
0 PP涓诲姏鏀剁洏浠锋嫙鍚堟畫宸<E795AB>/涓欑兎 CP M1 PE娉ㄥ<E5A889>寮€宸ョ巼/鍛<> 涓<>浗锛氬崕涓滃湴鍖猴細甯傚満骞冲潎浠凤細BOPP鍘氬厜鑶<E58E9C>
|
||
1 鍗庡崡鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> PP锛氱湅璺屾瘮渚嬶細涓<E7B4B0>浗锛堝懆锛<E68786>
|
||
2 鍗庡寳鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> PP锛氱湅骞虫瘮渚嬶細涓<E7B4B0>浗锛堝懆锛<E68786>
|
||
3 鍗庝笢鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> PP锛氱湅鍗囨瘮渚嬶細涓<E7B4B0>浗锛堝懆锛<E68786>
|
||
4 鐓ゅ埗鑱氫笝鐑<E7AC9D>埄娑<E59F84> PP鐪嬬┖鎯呯华鎸囨暟鐜<E69A9F>樊
|
||
.. ... ... ...
|
||
213 PE鏈熻揣鏀剁洏浠<E6B48F>
|
||
214 PP杩炵画-1鏈<31>
|
||
215 PP杩炵画-5鏈<35>
|
||
216 PP杩炵画-9鏈<39>
|
||
217 y
|
||
|
||
[218 rows x 3 columns]
|
||
2024-11-20 10:08:48,340 - my_logger - INFO - 鐗瑰緛淇℃伅锛氭€诲叡鏈<E58FA1>311涓<31>,鏃ュ害(218),鍛ㄥ害(94),84澶<34>(1), 璇︾湅 闄<>1銆佺壒寰佸垪琛<E59EAA>
|
||
鏁版嵁鐗瑰緛宸ョ▼锛<E296BC>
|
||
1. 鏁版嵁鏃ユ湡鎺掑簭锛屾柊鏃ユ湡鍦ㄦ渶鍚<E6B8B6>
|
||
2. 鍒犻櫎绌哄垪锛岀壒寰佹暟鎹<E69A9F>垪娌℃湁鍊硷紝灏卞垹闄<E59EB9>
|
||
3. 鍒犻櫎杩戜袱鏈堜笉鍐嶆洿鏂板€肩殑鎸囨爣
|
||
4. 闈炴棩搴︽暟鎹<E69A9F>～鍏呬负鏃ュ害鏁版嵁锛屽～鍏呰<E98D8F>鍒欙細
|
||
-- 鍚戝悗濉<E68297>厖锛屼妇渚嬶細鍋囪<E98D8B>鍛ㄤ簲鍑虹幇涓€涓<E282AC>懆搴︽寚鏍囨暟鎹<E69A9F>紝閭ｄ箞鍦ㄨ繖涔嬪墠鐨勬暟鎹<E69A9F>敤涓婂懆浜旂殑鏁版嵁
|
||
-- 鍚戝墠濉<E5A2A0>厖锛屼妇渚嬶細閲囬泦鏁版嵁寮€濮嬫棩鏈熶负2018骞<38>1鏈<31>1鏃ワ紝閭ｄ箞鍛ㄥ害鏁版嵁鍙<E5B581>兘鏄<E58598>2018骞<38>1鏈<31>3鏃ワ紝閭ｄ箞3鏃ョ殑鏁版嵁鍚戝墠濉<E5A2A0>厖锛屼娇1鏃<31>2鏃ラ兘鏈夋暟鍊<E69A9F>
|
||
鏁版嵁鐗瑰緛鐩稿叧鎬у垎鏋愶細
|
||
|
||
2024-11-20 10:08:48,340 - my_logger - INFO - 鐗瑰緛淇℃伅锛氭€诲叡鏈<E58FA1>311涓<31>,鏃ュ害(218),鍛ㄥ害(94),84澶<34>(1), 璇︾湅 闄<>1銆佺壒寰佸垪琛<E59EAA>
|
||
鏁版嵁鐗瑰緛宸ョ▼锛<E296BC>
|
||
1. 鏁版嵁鏃ユ湡鎺掑簭锛屾柊鏃ユ湡鍦ㄦ渶鍚<E6B8B6>
|
||
2. 鍒犻櫎绌哄垪锛岀壒寰佹暟鎹<E69A9F>垪娌℃湁鍊硷紝灏卞垹闄<E59EB9>
|
||
3. 鍒犻櫎杩戜袱鏈堜笉鍐嶆洿鏂板€肩殑鎸囨爣
|
||
4. 闈炴棩搴︽暟鎹<E69A9F>～鍏呬负鏃ュ害鏁版嵁锛屽～鍏呰<E98D8F>鍒欙細
|
||
-- 鍚戝悗濉<E68297>厖锛屼妇渚嬶細鍋囪<E98D8B>鍛ㄤ簲鍑虹幇涓€涓<E282AC>懆搴︽寚鏍囨暟鎹<E69A9F>紝閭ｄ箞鍦ㄨ繖涔嬪墠鐨勬暟鎹<E69A9F>敤涓婂懆浜旂殑鏁版嵁
|
||
-- 鍚戝墠濉<E5A2A0>厖锛屼妇渚嬶細閲囬泦鏁版嵁寮€濮嬫棩鏈熶负2018骞<38>1鏈<31>1鏃ワ紝閭ｄ箞鍛ㄥ害鏁版嵁鍙<E5B581>兘鏄<E58598>2018骞<38>1鏈<31>3鏃ワ紝閭ｄ箞3鏃ョ殑鏁版嵁鍚戝墠濉<E5A2A0>厖锛屼娇1鏃<31>2鏃ラ兘鏈夋暟鍊<E69A9F>
|
||
鏁版嵁鐗瑰緛鐩稿叧鎬у垎鏋愶細
|
||
|
||
2024-11-20 10:08:48,342 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-20 10:08:48,342 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-20 10:08:48,958 - my_logger - INFO - 鏇存柊鏁版嵁sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00'
|
||
2024-11-20 10:08:48,958 - my_logger - INFO - 鏇存柊鏁版嵁sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00'
|
||
2024-11-20 10:08:48,983 - my_logger - INFO - 寮€濮嬭<E6BFAE>缁冩ā鍨<C481>...
|
||
2024-11-20 10:08:48,983 - my_logger - INFO - 寮€濮嬭<E6BFAE>缁冩ā鍨<C481>...
|
||
2024-11-20 10:08:49,004 - my_logger - INFO - Training set head:
|
||
2024-11-20 10:08:49,004 - my_logger - INFO - Training set head:
|
||
2024-11-20 10:08:49,006 - my_logger - INFO - ds PP涓诲姏鏀剁洏浠锋嫙鍚堟畫宸<E795AB>/涓欑兎 CP M1 鍗庡崡鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> 鍗庡寳鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> \
|
||
738 2021-10-19 -165.5689 57.0 -93.0
|
||
737 2021-10-20 -165.5689 198.0 48.0
|
||
736 2021-10-21 -165.5689 215.0 -75.0
|
||
735 2021-10-22 -165.5689 177.0 -63.0
|
||
734 2021-10-25 -165.5689 298.0 -2.0
|
||
|
||
鍗庝笢鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> 鐓ゅ埗鑱氫笝鐑<E7AC9D>埄娑<E59F84> PP绮夋枡锛堝北涓滐級/鎷兼帴 BOPP锛氭垚鏈<E59E9A>細涓<E7B4B0>浗锛堟棩锛<E6A3A9> PP鏃犵汉甯冪敓浜ф垚鏈<E59E9A>紙鏃ワ級 \
|
||
738 -43.0 -5763.0 9600.0 10750.0 11862.5
|
||
737 148.0 -6063.0 9400.0 10500.0 11785.0
|
||
736 35.0 -6135.0 9250.0 10400.0 11547.5
|
||
735 27.0 -6313.0 9100.0 10150.0 11432.5
|
||
734 48.0 -6463.0 8950.0 10050.0 11432.5
|
||
|
||
CPP钖勮啘鎴愭湰锛堟棩锛<E6A3A9> ... dayofyear quarternum dayofquarter is_month_start \
|
||
738 12410.0 ... 292.0 4.0 19.0 0.0
|
||
737 12230.0 ... 293.0 4.0 20.0 0.0
|
||
736 12140.0 ... 294.0 4.0 21.0 0.0
|
||
735 12140.0 ... 295.0 4.0 22.0 0.0
|
||
734 12000.0 ... 298.0 4.0 25.0 0.0
|
||
|
||
is_month_end is_quarter_start is_quarter_end is_year_start \
|
||
738 0.0 0.0 0.0 0.0
|
||
737 0.0 0.0 0.0 0.0
|
||
736 0.0 0.0 0.0 0.0
|
||
735 0.0 0.0 0.0 0.0
|
||
734 0.0 0.0 0.0 0.0
|
||
|
||
is_year_end unique_id
|
||
738 0.0 1
|
||
737 0.0 1
|
||
736 0.0 1
|
||
735 0.0 1
|
||
734 0.0 1
|
||
|
||
[5 rows x 329 columns]
|
||
2024-11-20 10:08:49,006 - my_logger - INFO - ds PP涓诲姏鏀剁洏浠锋嫙鍚堟畫宸<E795AB>/涓欑兎 CP M1 鍗庡崡鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> 鍗庡寳鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> \
|
||
738 2021-10-19 -165.5689 57.0 -93.0
|
||
737 2021-10-20 -165.5689 198.0 48.0
|
||
736 2021-10-21 -165.5689 215.0 -75.0
|
||
735 2021-10-22 -165.5689 177.0 -63.0
|
||
734 2021-10-25 -165.5689 298.0 -2.0
|
||
|
||
鍗庝笢鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> 鐓ゅ埗鑱氫笝鐑<E7AC9D>埄娑<E59F84> PP绮夋枡锛堝北涓滐級/鎷兼帴 BOPP锛氭垚鏈<E59E9A>細涓<E7B4B0>浗锛堟棩锛<E6A3A9> PP鏃犵汉甯冪敓浜ф垚鏈<E59E9A>紙鏃ワ級 \
|
||
738 -43.0 -5763.0 9600.0 10750.0 11862.5
|
||
737 148.0 -6063.0 9400.0 10500.0 11785.0
|
||
736 35.0 -6135.0 9250.0 10400.0 11547.5
|
||
735 27.0 -6313.0 9100.0 10150.0 11432.5
|
||
734 48.0 -6463.0 8950.0 10050.0 11432.5
|
||
|
||
CPP钖勮啘鎴愭湰锛堟棩锛<E6A3A9> ... dayofyear quarternum dayofquarter is_month_start \
|
||
738 12410.0 ... 292.0 4.0 19.0 0.0
|
||
737 12230.0 ... 293.0 4.0 20.0 0.0
|
||
736 12140.0 ... 294.0 4.0 21.0 0.0
|
||
735 12140.0 ... 295.0 4.0 22.0 0.0
|
||
734 12000.0 ... 298.0 4.0 25.0 0.0
|
||
|
||
is_month_end is_quarter_start is_quarter_end is_year_start \
|
||
738 0.0 0.0 0.0 0.0
|
||
737 0.0 0.0 0.0 0.0
|
||
736 0.0 0.0 0.0 0.0
|
||
735 0.0 0.0 0.0 0.0
|
||
734 0.0 0.0 0.0 0.0
|
||
|
||
is_year_end unique_id
|
||
738 0.0 1
|
||
737 0.0 1
|
||
736 0.0 1
|
||
735 0.0 1
|
||
734 0.0 1
|
||
|
||
[5 rows x 329 columns]
|
||
2024-11-20 10:08:49,048 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-11-20 10:08:49,048 - my_logger - INFO -
|
||
Testing set head:
|
||
2024-11-20 10:08:49,051 - my_logger - INFO - ds PP涓诲姏鏀剁洏浠锋嫙鍚堟畫宸<E795AB>/涓欑兎 CP M1 鍗庡崡鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> 鍗庡寳鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> \
|
||
588 2022-06-01 621.7030 22.0 -178.0
|
||
587 2022-06-02 552.9803 40.0 -160.0
|
||
586 2022-06-06 603.3724 74.0 -96.0
|
||
585 2022-06-07 637.3217 65.0 -105.0
|
||
584 2022-06-08 688.8880 -25.0 -165.0
|
||
|
||
鍗庝笢鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> 鐓ゅ埗鑱氫笝鐑<E7AC9D>埄娑<E59F84> PP绮夋枡锛堝北涓滐級/鎷兼帴 BOPP锛氭垚鏈<E59E9A>細涓<E7B4B0>浗锛堟棩锛<E6A3A9> PP鏃犵汉甯冪敓浜ф垚鏈<E59E9A>紙鏃ワ級 \
|
||
588 -78.0 -959.0 8600.0 9950.0 11020.0
|
||
587 -60.0 -962.0 8575.0 9950.0 11012.5
|
||
586 24.0 -1487.0 8575.0 10050.0 11100.0
|
||
585 -5.0 -1525.0 8625.0 10050.0 11115.0
|
||
584 -55.0 -1480.0 8550.0 10050.0 11092.5
|
||
|
||
CPP钖勮啘鎴愭湰锛堟棩锛<E6A3A9> ... dayofyear quarternum dayofquarter is_month_start \
|
||
588 11540.0 ... 152.0 2.0 62.0 1.0
|
||
587 11540.0 ... 153.0 2.0 63.0 0.0
|
||
586 11620.0 ... 157.0 2.0 67.0 0.0
|
||
585 11620.0 ... 158.0 2.0 68.0 0.0
|
||
584 11620.0 ... 159.0 2.0 69.0 0.0
|
||
|
||
is_month_end is_quarter_start is_quarter_end is_year_start \
|
||
588 0.0 0.0 0.0 0.0
|
||
587 0.0 0.0 0.0 0.0
|
||
586 0.0 0.0 0.0 0.0
|
||
585 0.0 0.0 0.0 0.0
|
||
584 0.0 0.0 0.0 0.0
|
||
|
||
is_year_end unique_id
|
||
588 0.0 1
|
||
587 0.0 1
|
||
586 0.0 1
|
||
585 0.0 1
|
||
584 0.0 1
|
||
|
||
[5 rows x 329 columns]
|
||
2024-11-20 10:08:49,051 - my_logger - INFO - ds PP涓诲姏鏀剁洏浠锋嫙鍚堟畫宸<E795AB>/涓欑兎 CP M1 鍗庡崡鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> 鍗庡寳鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> \
|
||
588 2022-06-01 621.7030 22.0 -178.0
|
||
587 2022-06-02 552.9803 40.0 -160.0
|
||
586 2022-06-06 603.3724 74.0 -96.0
|
||
585 2022-06-07 637.3217 65.0 -105.0
|
||
584 2022-06-08 688.8880 -25.0 -165.0
|
||
|
||
鍗庝笢鑱氫笝鐑<E7AC9D>熀宸<E78680>紙鎶樼洏闈㈡敹鐩樹环锛<E78EAF> 鐓ゅ埗鑱氫笝鐑<E7AC9D>埄娑<E59F84> PP绮夋枡锛堝北涓滐級/鎷兼帴 BOPP锛氭垚鏈<E59E9A>細涓<E7B4B0>浗锛堟棩锛<E6A3A9> PP鏃犵汉甯冪敓浜ф垚鏈<E59E9A>紙鏃ワ級 \
|
||
588 -78.0 -959.0 8600.0 9950.0 11020.0
|
||
587 -60.0 -962.0 8575.0 9950.0 11012.5
|
||
586 24.0 -1487.0 8575.0 10050.0 11100.0
|
||
585 -5.0 -1525.0 8625.0 10050.0 11115.0
|
||
584 -55.0 -1480.0 8550.0 10050.0 11092.5
|
||
|
||
CPP钖勮啘鎴愭湰锛堟棩锛<E6A3A9> ... dayofyear quarternum dayofquarter is_month_start \
|
||
588 11540.0 ... 152.0 2.0 62.0 1.0
|
||
587 11540.0 ... 153.0 2.0 63.0 0.0
|
||
586 11620.0 ... 157.0 2.0 67.0 0.0
|
||
585 11620.0 ... 158.0 2.0 68.0 0.0
|
||
584 11620.0 ... 159.0 2.0 69.0 0.0
|
||
|
||
is_month_end is_quarter_start is_quarter_end is_year_start \
|
||
588 0.0 0.0 0.0 0.0
|
||
587 0.0 0.0 0.0 0.0
|
||
586 0.0 0.0 0.0 0.0
|
||
585 0.0 0.0 0.0 0.0
|
||
584 0.0 0.0 0.0 0.0
|
||
|
||
is_year_end unique_id
|
||
588 0.0 1
|
||
587 0.0 1
|
||
586 0.0 1
|
||
585 0.0 1
|
||
584 0.0 1
|
||
|
||
[5 rows x 329 columns]
|
||
2024-11-20 10:18:31,964 - my_logger - INFO - 妯″瀷璁<E780B7>粌瀹屾垚
|
||
2024-11-20 10:18:31,964 - my_logger - INFO - 妯″瀷璁<E780B7>粌瀹屾垚
|
||
2024-11-20 10:18:31,968 - my_logger - INFO - 璁<>粌鏁版嵁缁樺浘ing
|
||
2024-11-20 10:18:31,968 - my_logger - INFO - 璁<>粌鏁版嵁缁樺浘ing
|
||
2024-11-20 10:18:34,814 - my_logger - INFO - 璁<>粌鏁版嵁缁樺浘end
|
||
2024-11-20 10:18:34,814 - my_logger - INFO - 璁<>粌鏁版嵁缁樺浘end
|
||
2024-11-20 10:18:34,828 - my_logger - INFO - 鍒朵綔鎶ュ憡ing
|
||
2024-11-20 10:18:34,828 - my_logger - INFO - 鍒朵綔鎶ュ憡ing
|
||
2024-11-20 10:18:34,952 - my_logger - INFO - 寮€濮嬬粯鍒朵环宸<E78EAF>被鎸囨爣鐨勭浉鍏虫€х洿鏂瑰浘
|
||
2024-11-20 10:18:34,952 - my_logger - INFO - 寮€濮嬬粯鍒朵环宸<E78EAF>被鎸囨爣鐨勭浉鍏虫€х洿鏂瑰浘
|
||
2024-11-20 10:18:37,053 - my_logger - INFO - 浠峰樊绫绘寚鏍囩殑鐩稿叧鎬ф€诲拰涓猴細11.033279360751804
|
||
2024-11-20 10:18:37,053 - my_logger - INFO - 浠峰樊绫绘寚鏍囩殑鐩稿叧鎬ф€诲拰涓猴細11.033279360751804
|
||
2024-11-20 10:18:37,057 - my_logger - INFO - 寮€濮嬬粯鍒朵环鏍肩被鎸囨爣鐨勭浉鍏虫€х洿鏂瑰浘
|
||
2024-11-20 10:18:37,057 - my_logger - INFO - 寮€濮嬬粯鍒朵环鏍肩被鎸囨爣鐨勭浉鍏虫€х洿鏂瑰浘
|
||
2024-11-20 10:18:39,513 - my_logger - INFO - 浠锋牸绫绘寚鏍囩殑鐩稿叧鎬ф€诲拰涓猴細91.11201716083437
|
||
2024-11-20 10:18:39,513 - my_logger - INFO - 浠锋牸绫绘寚鏍囩殑鐩稿叧鎬ф€诲拰涓猴細91.11201716083437
|
||
2024-11-20 10:18:39,516 - my_logger - INFO - 寮€濮嬬粯鍒朵緵搴旂被鎸囨爣鐨勭浉鍏虫€х洿鏂瑰浘
|
||
2024-11-20 10:18:39,516 - my_logger - INFO - 寮€濮嬬粯鍒朵緵搴旂被鎸囨爣鐨勭浉鍏虫€х洿鏂瑰浘
|
||
2024-11-20 10:18:41,667 - my_logger - INFO - 渚涘簲绫绘寚鏍囩殑鐩稿叧鎬ф€诲拰涓猴細19.68970163194788
|
||
2024-11-20 10:18:41,667 - my_logger - INFO - 渚涘簲绫绘寚鏍囩殑鐩稿叧鎬ф€诲拰涓猴細19.68970163194788
|
||
2024-11-20 10:18:41,670 - my_logger - INFO - 寮€濮嬬粯鍒跺叾浠栫被鎸囨爣鐨勭浉鍏虫€х洿鏂瑰浘
|
||
2024-11-20 10:18:41,670 - my_logger - INFO - 寮€濮嬬粯鍒跺叾浠栫被鎸囨爣鐨勭浉鍏虫€х洿鏂瑰浘
|
||
2024-11-20 10:18:43,971 - my_logger - INFO - 鍏朵粬绫绘寚鏍囩殑鐩稿叧鎬ф€诲拰涓猴細12.062003637554202
|
||
2024-11-20 10:18:43,971 - my_logger - INFO - 鍏朵粬绫绘寚鏍囩殑鐩稿叧鎬ф€诲拰涓猴細12.062003637554202
|
||
2024-11-20 10:18:43,973 - my_logger - INFO - 寮€濮嬬粯鍒跺簱瀛樼被鎸囨爣鐨勭浉鍏虫€х洿鏂瑰浘
|
||
2024-11-20 10:18:43,973 - my_logger - INFO - 寮€濮嬬粯鍒跺簱瀛樼被鎸囨爣鐨勭浉鍏虫€х洿鏂瑰浘
|
||
2024-11-20 10:18:46,142 - my_logger - INFO - 搴撳瓨绫绘寚鏍囩殑鐩稿叧鎬ф€诲拰涓猴細11.266242723870176
|
||
2024-11-20 10:18:46,142 - my_logger - INFO - 搴撳瓨绫绘寚鏍囩殑鐩稿叧鎬ф€诲拰涓猴細11.266242723870176
|
||
2024-11-20 10:18:46,146 - my_logger - INFO - 寮€濮嬬粯鍒惰繘鍑哄彛绫绘寚鏍囩殑鐩稿叧鎬х洿鏂瑰浘
|
||
2024-11-20 10:18:46,146 - my_logger - INFO - 寮€濮嬬粯鍒惰繘鍑哄彛绫绘寚鏍囩殑鐩稿叧鎬х洿鏂瑰浘
|
||
2024-11-20 10:18:46,752 - my_logger - INFO - 杩涘嚭鍙ｇ被鎸囨爣鐨勭浉鍏虫€ф€诲拰涓猴細1.6205427630454334
|
||
2024-11-20 10:18:46,752 - my_logger - INFO - 杩涘嚭鍙ｇ被鎸囨爣鐨勭浉鍏虫€ф€诲拰涓猴細1.6205427630454334
|
||
2024-11-20 10:18:46,754 - my_logger - INFO - 寮€濮嬬粯鍒堕渶姹傜被鎸囨爣鐨勭浉鍏虫€х洿鏂瑰浘
|
||
2024-11-20 10:18:46,754 - my_logger - INFO - 寮€濮嬬粯鍒堕渶姹傜被鎸囨爣鐨勭浉鍏虫€х洿鏂瑰浘
|
||
2024-11-20 10:18:48,645 - my_logger - INFO - 闇€姹傜被鎸囨爣鐨勭浉鍏虫€ф€诲拰涓猴細6.761200339955732
|
||
2024-11-20 10:18:48,645 - my_logger - INFO - 闇€姹傜被鎸囨爣鐨勭浉鍏虫€ф€诲拰涓猴細6.761200339955732
|
||
2024-11-20 10:18:48,647 - my_logger - INFO - 寮€濮嬬粯鍒剁浉鍏虫€ф€诲拰鐨勬皵娉″浘
|
||
2024-11-20 10:18:48,647 - my_logger - INFO - 寮€濮嬬粯鍒剁浉鍏虫€ф€诲拰鐨勬皵娉″浘
|
||
2024-11-20 10:18:49,110 - my_logger - INFO - 缁樺埗鐩稿叧鎬ф€诲拰鐨勬皵娉″浘缁撴潫
|
||
2024-11-20 10:18:49,110 - my_logger - INFO - 缁樺埗鐩稿叧鎬ф€诲拰鐨勬皵娉″浘缁撴潫
|
||
2024-11-20 10:18:52,142 - my_logger - INFO - 鍒朵綔鎶ュ憡end
|
||
2024-11-20 10:18:52,142 - my_logger - INFO - 鍒朵綔鎶ュ憡end
|
||
2024-11-20 10:18:52,145 - my_logger - INFO - 妯″瀷璁<E780B7>粌瀹屾垚
|
||
2024-11-20 10:18:52,145 - my_logger - INFO - 妯″瀷璁<E780B7>粌瀹屾垚
|
||
2024-11-20 10:20:11,416 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx
|
||
2024-11-20 10:20:11,416 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx
|
||
2024-11-20 10:20:11,418 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date
|
||
2024-11-20 10:20:11,418 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date
|
||
2024-11-20 10:20:39,533 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354)
|
||
2024-11-20 10:20:39,533 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354)
|
||
2024-11-20 10:20:39,963 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314)
|
||
2024-11-20 10:20:39,963 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314)
|
||
2024-11-20 10:20:39,966 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314)
|
||
2024-11-20 10:20:39,966 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314)
|
||
2024-11-20 10:20:39,968 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314)
|
||
2024-11-20 10:20:39,968 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314)
|
||
2024-11-20 10:20:41,692 - my_logger - INFO - 日度(218) 周度(94) 84天(1)
|
||
0 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜
|
||
1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周）
|
||
2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周）
|
||
3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周）
|
||
4 煤制聚丙烯利润 PP看空情绪指数环差
|
||
.. ... ... ...
|
||
213 PE期货收盘价
|
||
214 PP连续-1月
|
||
215 PP连续-5月
|
||
216 PP连续-9月
|
||
217 y
|
||
|
||
[218 rows x 3 columns]
|
||
2024-11-20 10:20:41,692 - my_logger - INFO - 日度(218) 周度(94) 84天(1)
|
||
0 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜
|
||
1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周）
|
||
2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周）
|
||
3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周）
|
||
4 煤制聚丙烯利润 PP看空情绪指数环差
|
||
.. ... ... ...
|
||
213 PE期货收盘价
|
||
214 PP连续-1月
|
||
215 PP连续-5月
|
||
216 PP连续-9月
|
||
217 y
|
||
|
||
[218 rows x 3 columns]
|
||
2024-11-20 10:20:41,715 - my_logger - INFO - 特征信息：总共有311个,日度(218),周度(94),84天(1), 详看 附1、特征列表
|
||
数据特征工程：
|
||
1. 数据日期排序，新日期在最后
|
||
2. 删除空列，特征数据列没有值，就删除
|
||
3. 删除近两月不再更新值的指标
|
||
4. 非日度数据填充为日度数据，填充规则：
|
||
-- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
|
||
-- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
|
||
数据特征相关性分析：
|
||
|
||
2024-11-20 10:20:41,715 - my_logger - INFO - 特征信息：总共有311个,日度(218),周度(94),84天(1), 详看 附1、特征列表
|
||
数据特征工程：
|
||
1. 数据日期排序，新日期在最后
|
||
2. 删除空列，特征数据列没有值，就删除
|
||
3. 删除近两月不再更新值的指标
|
||
4. 非日度数据填充为日度数据，填充规则：
|
||
-- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
|
||
-- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
|
||
数据特征相关性分析：
|
||
|
||
2024-11-20 10:20:41,719 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-20 10:20:41,719 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-20 10:20:42,504 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00'
|
||
2024-11-20 10:20:42,504 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00'
|
||
2024-11-20 10:20:42,506 - my_logger - INFO - 开始训练模型...
|
||
2024-11-20 10:20:42,506 - my_logger - INFO - 开始训练模型...
|
||
2024-11-20 10:20:42,507 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 10:20:42,507 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 10:20:42,508 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 10:20:42,508 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 10:20:43,346 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-01-30 00:00:00', NHITS = '7314.25', Informer = '7335.76', LSTM = '7255.32', iTransformer = '7375.61', TSMixer = '7296.98', TSMixerx = '7304.24', PatchTST = '7288.53', RNN = '7316.8', GRU = '7357.77', TCN = '7406.36', BiTCN = '7330.32', DilatedRNN = '7284.31', MLP = '7336.16', DLinear = '7282.57', NLinear = '7305.31', TFT = '7289.84', StemGNN = '7306.12', MLPMultivariate = '7295.54', TiDE = '7297.12', DeepNPTS = '7304.88', y = '7315.0' WHERE ds = '2024-01-30 00:00:00'
|
||
2024-11-20 10:20:43,346 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-01-30 00:00:00', NHITS = '7314.25', Informer = '7335.76', LSTM = '7255.32', iTransformer = '7375.61', TSMixer = '7296.98', TSMixerx = '7304.24', PatchTST = '7288.53', RNN = '7316.8', GRU = '7357.77', TCN = '7406.36', BiTCN = '7330.32', DilatedRNN = '7284.31', MLP = '7336.16', DLinear = '7282.57', NLinear = '7305.31', TFT = '7289.84', StemGNN = '7306.12', MLPMultivariate = '7295.54', TiDE = '7297.12', DeepNPTS = '7304.88', y = '7315.0' WHERE ds = '2024-01-30 00:00:00'
|
||
2024-11-20 10:20:43,350 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-01-31 00:00:00', NHITS = '7313.85', Informer = '7333.85', LSTM = '7260.27', iTransformer = '7376.32', TSMixer = '7306.93', TSMixerx = '7303.91', PatchTST = '7291.97', RNN = '7327.11', GRU = '7364.25', TCN = '7409.82', BiTCN = '7340.18', DilatedRNN = '7298.74', MLP = '7321.85', DLinear = '7294.2', NLinear = '7298.47', TFT = '7302.1', StemGNN = '7304.55', MLPMultivariate = '7299.61', TiDE = '7302.49', DeepNPTS = '7313.87', y = '7302.5' WHERE ds = '2024-01-31 00:00:00'
|
||
2024-11-20 10:20:43,350 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-01-31 00:00:00', NHITS = '7313.85', Informer = '7333.85', LSTM = '7260.27', iTransformer = '7376.32', TSMixer = '7306.93', TSMixerx = '7303.91', PatchTST = '7291.97', RNN = '7327.11', GRU = '7364.25', TCN = '7409.82', BiTCN = '7340.18', DilatedRNN = '7298.74', MLP = '7321.85', DLinear = '7294.2', NLinear = '7298.47', TFT = '7302.1', StemGNN = '7304.55', MLPMultivariate = '7299.61', TiDE = '7302.49', DeepNPTS = '7313.87', y = '7302.5' WHERE ds = '2024-01-31 00:00:00'
|
||
2024-11-20 10:20:43,353 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-01 00:00:00', NHITS = '7297.0', Informer = '7335.21', LSTM = '7250.98', iTransformer = '7385.46', TSMixer = '7298.8', TSMixerx = '7304.56', PatchTST = '7284.13', RNN = '7314.06', GRU = '7351.66', TCN = '7406.99', BiTCN = '7334.74', DilatedRNN = '7290.45', MLP = '7319.52', DLinear = '7291.02', NLinear = '7287.84', TFT = '7290.86', StemGNN = '7303.42', MLPMultivariate = '7300.2', TiDE = '7301.71', DeepNPTS = '7297.39', y = '7275.0' WHERE ds = '2024-02-01 00:00:00'
|
||
2024-11-20 10:20:43,353 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-01 00:00:00', NHITS = '7297.0', Informer = '7335.21', LSTM = '7250.98', iTransformer = '7385.46', TSMixer = '7298.8', TSMixerx = '7304.56', PatchTST = '7284.13', RNN = '7314.06', GRU = '7351.66', TCN = '7406.99', BiTCN = '7334.74', DilatedRNN = '7290.45', MLP = '7319.52', DLinear = '7291.02', NLinear = '7287.84', TFT = '7290.86', StemGNN = '7303.42', MLPMultivariate = '7300.2', TiDE = '7301.71', DeepNPTS = '7297.39', y = '7275.0' WHERE ds = '2024-02-01 00:00:00'
|
||
2024-11-20 10:20:43,355 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-02 00:00:00', NHITS = '7275.51', Informer = '7314.77', LSTM = '7233.06', iTransformer = '7349.83', TSMixer = '7272.41', TSMixerx = '7282.94', PatchTST = '7263.86', RNN = '7294.73', GRU = '7330.68', TCN = '7395.3', BiTCN = '7306.72', DilatedRNN = '7260.65', MLP = '7289.64', DLinear = '7278.71', NLinear = '7262.57', TFT = '7266.32', StemGNN = '7300.92', MLPMultivariate = '7272.72', TiDE = '7280.73', DeepNPTS = '7271.37', y = '7242.5' WHERE ds = '2024-02-02 00:00:00'
|
||
2024-11-20 10:20:43,355 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-02 00:00:00', NHITS = '7275.51', Informer = '7314.77', LSTM = '7233.06', iTransformer = '7349.83', TSMixer = '7272.41', TSMixerx = '7282.94', PatchTST = '7263.86', RNN = '7294.73', GRU = '7330.68', TCN = '7395.3', BiTCN = '7306.72', DilatedRNN = '7260.65', MLP = '7289.64', DLinear = '7278.71', NLinear = '7262.57', TFT = '7266.32', StemGNN = '7300.92', MLPMultivariate = '7272.72', TiDE = '7280.73', DeepNPTS = '7271.37', y = '7242.5' WHERE ds = '2024-02-02 00:00:00'
|
||
2024-11-20 10:20:43,357 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-04 00:00:00', NHITS = '7236.79', Informer = '7273.36', LSTM = '7212.67', iTransformer = '7264.81', TSMixer = '7239.09', TSMixerx = '7232.82', PatchTST = '7228.47', RNN = '7267.82', GRU = '7308.6', TCN = '7378.92', BiTCN = '7271.96', DilatedRNN = '7228.76', MLP = '7248.22', DLinear = '7249.75', NLinear = '7245.09', TFT = '7227.47', StemGNN = '7297.04', MLPMultivariate = '7210.26', TiDE = '7249.74', DeepNPTS = '7287.39', y = '7240.0' WHERE ds = '2024-02-04 00:00:00'
|
||
2024-11-20 10:20:43,357 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-04 00:00:00', NHITS = '7236.79', Informer = '7273.36', LSTM = '7212.67', iTransformer = '7264.81', TSMixer = '7239.09', TSMixerx = '7232.82', PatchTST = '7228.47', RNN = '7267.82', GRU = '7308.6', TCN = '7378.92', BiTCN = '7271.96', DilatedRNN = '7228.76', MLP = '7248.22', DLinear = '7249.75', NLinear = '7245.09', TFT = '7227.47', StemGNN = '7297.04', MLPMultivariate = '7210.26', TiDE = '7249.74', DeepNPTS = '7287.39', y = '7240.0' WHERE ds = '2024-02-04 00:00:00'
|
||
2024-11-20 10:20:43,359 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-05 00:00:00', NHITS = '7237.9', Informer = '7254.36', LSTM = '7211.69', iTransformer = '7215.08', TSMixer = '7225.67', TSMixerx = '7197.03', PatchTST = '7226.16', RNN = '7266.29', GRU = '7310.45', TCN = '7374.66', BiTCN = '7241.34', DilatedRNN = '7223.16', MLP = '7238.12', DLinear = '7228.83', NLinear = '7231.89', TFT = '7224.25', StemGNN = '7292.84', MLPMultivariate = '7185.72', TiDE = '7230.67', DeepNPTS = '7307.89', y = '7227.5' WHERE ds = '2024-02-05 00:00:00'
|
||
2024-11-20 10:20:43,359 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-05 00:00:00', NHITS = '7237.9', Informer = '7254.36', LSTM = '7211.69', iTransformer = '7215.08', TSMixer = '7225.67', TSMixerx = '7197.03', PatchTST = '7226.16', RNN = '7266.29', GRU = '7310.45', TCN = '7374.66', BiTCN = '7241.34', DilatedRNN = '7223.16', MLP = '7238.12', DLinear = '7228.83', NLinear = '7231.89', TFT = '7224.25', StemGNN = '7292.84', MLPMultivariate = '7185.72', TiDE = '7230.67', DeepNPTS = '7307.89', y = '7227.5' WHERE ds = '2024-02-05 00:00:00'
|
||
2024-11-20 10:20:43,362 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-06 00:00:00', NHITS = '7224.19', Informer = '7245.77', LSTM = '7203.25', iTransformer = '7200.75', TSMixer = '7215.03', TSMixerx = '7174.85', PatchTST = '7206.81', RNN = '7257.77', GRU = '7300.49', TCN = '7369.7', BiTCN = '7214.12', DilatedRNN = '7210.87', MLP = '7217.43', DLinear = '7212.0', NLinear = '7214.21', TFT = '7214.99', StemGNN = '7288.06', MLPMultivariate = '7159.48', TiDE = '7215.9', DeepNPTS = '7300.92', y = '7246.67' WHERE ds = '2024-02-06 00:00:00'
|
||
2024-11-20 10:20:43,362 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-06 00:00:00', NHITS = '7224.19', Informer = '7245.77', LSTM = '7203.25', iTransformer = '7200.75', TSMixer = '7215.03', TSMixerx = '7174.85', PatchTST = '7206.81', RNN = '7257.77', GRU = '7300.49', TCN = '7369.7', BiTCN = '7214.12', DilatedRNN = '7210.87', MLP = '7217.43', DLinear = '7212.0', NLinear = '7214.21', TFT = '7214.99', StemGNN = '7288.06', MLPMultivariate = '7159.48', TiDE = '7215.9', DeepNPTS = '7300.92', y = '7246.67' WHERE ds = '2024-02-06 00:00:00'
|
||
2024-11-20 10:20:43,363 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-07 00:00:00', NHITS = '7237.08', Informer = '7241.63', LSTM = '7216.83', iTransformer = '7221.2', TSMixer = '7226.42', TSMixerx = '7222.58', PatchTST = '7234.44', RNN = '7277.5', GRU = '7317.63', TCN = '7377.89', BiTCN = '7198.22', DilatedRNN = '7229.34', MLP = '7228.86', DLinear = '7227.31', NLinear = '7229.82', TFT = '7221.54', StemGNN = '7284.15', MLPMultivariate = '7172.75', TiDE = '7230.4', DeepNPTS = '7282.88', y = '7255.0' WHERE ds = '2024-02-07 00:00:00'
|
||
2024-11-20 10:20:43,363 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-07 00:00:00', NHITS = '7237.08', Informer = '7241.63', LSTM = '7216.83', iTransformer = '7221.2', TSMixer = '7226.42', TSMixerx = '7222.58', PatchTST = '7234.44', RNN = '7277.5', GRU = '7317.63', TCN = '7377.89', BiTCN = '7198.22', DilatedRNN = '7229.34', MLP = '7228.86', DLinear = '7227.31', NLinear = '7229.82', TFT = '7221.54', StemGNN = '7284.15', MLPMultivariate = '7172.75', TiDE = '7230.4', DeepNPTS = '7282.88', y = '7255.0' WHERE ds = '2024-02-07 00:00:00'
|
||
2024-11-20 10:20:43,367 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-08 00:00:00', NHITS = '7249.03', Informer = '7225.22', LSTM = '7221.61', iTransformer = '7236.65', TSMixer = '7242.4', TSMixerx = '7235.89', PatchTST = '7252.49', RNN = '7285.7', GRU = '7321.4', TCN = '7382.84', BiTCN = '7189.21', DilatedRNN = '7239.06', MLP = '7239.93', DLinear = '7231.63', NLinear = '7251.7', TFT = '7236.11', StemGNN = '7280.63', MLPMultivariate = '7193.89', TiDE = '7252.08', DeepNPTS = '7254.66', y = '7270.0' WHERE ds = '2024-02-08 00:00:00'
|
||
2024-11-20 10:20:43,367 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-08 00:00:00', NHITS = '7249.03', Informer = '7225.22', LSTM = '7221.61', iTransformer = '7236.65', TSMixer = '7242.4', TSMixerx = '7235.89', PatchTST = '7252.49', RNN = '7285.7', GRU = '7321.4', TCN = '7382.84', BiTCN = '7189.21', DilatedRNN = '7239.06', MLP = '7239.93', DLinear = '7231.63', NLinear = '7251.7', TFT = '7236.11', StemGNN = '7280.63', MLPMultivariate = '7193.89', TiDE = '7252.08', DeepNPTS = '7254.66', y = '7270.0' WHERE ds = '2024-02-08 00:00:00'
|
||
2024-11-20 10:20:43,370 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-18 00:00:00', NHITS = '7257.58', Informer = '7232.66', LSTM = '7232.76', iTransformer = '7247.51', TSMixer = '7258.08', TSMixerx = '7252.65', PatchTST = '7269.86', RNN = '7295.25', GRU = '7334.03', TCN = '7388.26', BiTCN = '7192.33', DilatedRNN = '7253.86', MLP = '7251.03', DLinear = '7230.31', NLinear = '7268.39', TFT = '7263.02', StemGNN = '7278.08', MLPMultivariate = '7215.18', TiDE = '7272.44', DeepNPTS = '7244.53', y = '7336.67' WHERE ds = '2024-02-18 00:00:00'
|
||
2024-11-20 10:20:43,370 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-18 00:00:00', NHITS = '7257.58', Informer = '7232.66', LSTM = '7232.76', iTransformer = '7247.51', TSMixer = '7258.08', TSMixerx = '7252.65', PatchTST = '7269.86', RNN = '7295.25', GRU = '7334.03', TCN = '7388.26', BiTCN = '7192.33', DilatedRNN = '7253.86', MLP = '7251.03', DLinear = '7230.31', NLinear = '7268.39', TFT = '7263.02', StemGNN = '7278.08', MLPMultivariate = '7215.18', TiDE = '7272.44', DeepNPTS = '7244.53', y = '7336.67' WHERE ds = '2024-02-18 00:00:00'
|
||
2024-11-20 10:20:43,372 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-19 00:00:00', NHITS = '7329.8', Informer = '7284.9', LSTM = '7279.87', iTransformer = '7271.41', TSMixer = '7312.25', TSMixerx = '7328.12', PatchTST = '7333.28', RNN = '7359.55', GRU = '7391.84', TCN = '7412.85', BiTCN = '7285.85', DilatedRNN = '7321.05', MLP = '7295.19', DLinear = '7280.82', NLinear = '7344.06', TFT = '7349.32', StemGNN = '7277.16', MLPMultivariate = '7268.04', TiDE = '7323.31', DeepNPTS = '7273.12', y = '7350.0' WHERE ds = '2024-02-19 00:00:00'
|
||
2024-11-20 10:20:43,372 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-19 00:00:00', NHITS = '7329.8', Informer = '7284.9', LSTM = '7279.87', iTransformer = '7271.41', TSMixer = '7312.25', TSMixerx = '7328.12', PatchTST = '7333.28', RNN = '7359.55', GRU = '7391.84', TCN = '7412.85', BiTCN = '7285.85', DilatedRNN = '7321.05', MLP = '7295.19', DLinear = '7280.82', NLinear = '7344.06', TFT = '7349.32', StemGNN = '7277.16', MLPMultivariate = '7268.04', TiDE = '7323.31', DeepNPTS = '7273.12', y = '7350.0' WHERE ds = '2024-02-19 00:00:00'
|
||
2024-11-20 10:20:43,374 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-20 00:00:00', NHITS = '7343.01', Informer = '7301.36', LSTM = '7287.02', iTransformer = '7283.48', TSMixer = '7338.11', TSMixerx = '7398.41', PatchTST = '7344.57', RNN = '7358.8', GRU = '7393.28', TCN = '7424.57', BiTCN = '7353.08', DilatedRNN = '7341.83', MLP = '7322.19', DLinear = '7304.78', NLinear = '7354.74', TFT = '7371.01', StemGNN = '7276.7', MLPMultivariate = '7309.68', TiDE = '7334.03', DeepNPTS = '7338.48', y = '7335.0' WHERE ds = '2024-02-20 00:00:00'
|
||
2024-11-20 10:20:43,374 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-20 00:00:00', NHITS = '7343.01', Informer = '7301.36', LSTM = '7287.02', iTransformer = '7283.48', TSMixer = '7338.11', TSMixerx = '7398.41', PatchTST = '7344.57', RNN = '7358.8', GRU = '7393.28', TCN = '7424.57', BiTCN = '7353.08', DilatedRNN = '7341.83', MLP = '7322.19', DLinear = '7304.78', NLinear = '7354.74', TFT = '7371.01', StemGNN = '7276.7', MLPMultivariate = '7309.68', TiDE = '7334.03', DeepNPTS = '7338.48', y = '7335.0' WHERE ds = '2024-02-20 00:00:00'
|
||
2024-11-20 10:20:43,376 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-21 00:00:00', NHITS = '7331.02', Informer = '7289.8', LSTM = '7277.52', iTransformer = '7284.16', TSMixer = '7334.13', TSMixerx = '7417.16', PatchTST = '7333.0', RNN = '7344.13', GRU = '7379.12', TCN = '7429.64', BiTCN = '7381.22', DilatedRNN = '7344.5', MLP = '7320.66', DLinear = '7332.96', NLinear = '7337.17', TFT = '7360.45', StemGNN = '7275.86', MLPMultivariate = '7320.94', TiDE = '7325.44', DeepNPTS = '7337.84', y = '7297.5' WHERE ds = '2024-02-21 00:00:00'
|
||
2024-11-20 10:20:43,376 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-21 00:00:00', NHITS = '7331.02', Informer = '7289.8', LSTM = '7277.52', iTransformer = '7284.16', TSMixer = '7334.13', TSMixerx = '7417.16', PatchTST = '7333.0', RNN = '7344.13', GRU = '7379.12', TCN = '7429.64', BiTCN = '7381.22', DilatedRNN = '7344.5', MLP = '7320.66', DLinear = '7332.96', NLinear = '7337.17', TFT = '7360.45', StemGNN = '7275.86', MLPMultivariate = '7320.94', TiDE = '7325.44', DeepNPTS = '7337.84', y = '7297.5' WHERE ds = '2024-02-21 00:00:00'
|
||
2024-11-20 10:20:43,379 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-22 00:00:00', NHITS = '7286.55', Informer = '7266.5', LSTM = '7249.85', iTransformer = '7285.34', TSMixer = '7304.14', TSMixerx = '7392.3', PatchTST = '7305.8', RNN = '7314.63', GRU = '7345.37', TCN = '7420.07', BiTCN = '7373.2', DilatedRNN = '7311.53', MLP = '7302.57', DLinear = '7318.15', NLinear = '7298.16', TFT = '7284.19', StemGNN = '7273.93', MLPMultivariate = '7304.0', TiDE = '7292.32', DeepNPTS = '7342.6', y = '7285.0' WHERE ds = '2024-02-22 00:00:00'
|
||
2024-11-20 10:20:43,379 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-22 00:00:00', NHITS = '7286.55', Informer = '7266.5', LSTM = '7249.85', iTransformer = '7285.34', TSMixer = '7304.14', TSMixerx = '7392.3', PatchTST = '7305.8', RNN = '7314.63', GRU = '7345.37', TCN = '7420.07', BiTCN = '7373.2', DilatedRNN = '7311.53', MLP = '7302.57', DLinear = '7318.15', NLinear = '7298.16', TFT = '7284.19', StemGNN = '7273.93', MLPMultivariate = '7304.0', TiDE = '7292.32', DeepNPTS = '7342.6', y = '7285.0' WHERE ds = '2024-02-22 00:00:00'
|
||
2024-11-20 10:20:43,381 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-23 00:00:00', NHITS = '7272.61', Informer = '7258.89', LSTM = '7241.55', iTransformer = '7287.63', TSMixer = '7288.24', TSMixerx = '7365.99', PatchTST = '7296.96', RNN = '7295.77', GRU = '7340.09', TCN = '7413.29', BiTCN = '7359.23', DilatedRNN = '7296.67', MLP = '7292.49', DLinear = '7303.51', NLinear = '7281.81', TFT = '7269.99', StemGNN = '7271.49', MLPMultivariate = '7289.99', TiDE = '7281.0', DeepNPTS = '7323.98', y = '7306.67' WHERE ds = '2024-02-23 00:00:00'
|
||
2024-11-20 10:20:43,381 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-23 00:00:00', NHITS = '7272.61', Informer = '7258.89', LSTM = '7241.55', iTransformer = '7287.63', TSMixer = '7288.24', TSMixerx = '7365.99', PatchTST = '7296.96', RNN = '7295.77', GRU = '7340.09', TCN = '7413.29', BiTCN = '7359.23', DilatedRNN = '7296.67', MLP = '7292.49', DLinear = '7303.51', NLinear = '7281.81', TFT = '7269.99', StemGNN = '7271.49', MLPMultivariate = '7289.99', TiDE = '7281.0', DeepNPTS = '7323.98', y = '7306.67' WHERE ds = '2024-02-23 00:00:00'
|
||
2024-11-20 10:20:43,383 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-26 00:00:00', NHITS = '7318.19', Informer = '7258.93', LSTM = '7254.44', iTransformer = '7295.47', TSMixer = '7299.03', TSMixerx = '7362.35', PatchTST = '7321.52', RNN = '7317.68', GRU = '7358.98', TCN = '7413.28', BiTCN = '7357.37', DilatedRNN = '7301.95', MLP = '7320.65', DLinear = '7296.1', NLinear = '7301.41', TFT = '7307.13', StemGNN = '7269.8', MLPMultivariate = '7306.61', TiDE = '7295.1', DeepNPTS = '7371.11', y = '7292.5' WHERE ds = '2024-02-26 00:00:00'
|
||
2024-11-20 10:20:43,383 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-26 00:00:00', NHITS = '7318.19', Informer = '7258.93', LSTM = '7254.44', iTransformer = '7295.47', TSMixer = '7299.03', TSMixerx = '7362.35', PatchTST = '7321.52', RNN = '7317.68', GRU = '7358.98', TCN = '7413.28', BiTCN = '7357.37', DilatedRNN = '7301.95', MLP = '7320.65', DLinear = '7296.1', NLinear = '7301.41', TFT = '7307.13', StemGNN = '7269.8', MLPMultivariate = '7306.61', TiDE = '7295.1', DeepNPTS = '7371.11', y = '7292.5' WHERE ds = '2024-02-26 00:00:00'
|
||
2024-11-20 10:20:43,386 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-27 00:00:00', NHITS = '7324.57', Informer = '7251.97', LSTM = '7242.58', iTransformer = '7290.08', TSMixer = '7297.98', TSMixerx = '7317.99', PatchTST = '7297.46', RNN = '7304.28', GRU = '7342.81', TCN = '7408.67', BiTCN = '7340.79', DilatedRNN = '7289.78', MLP = '7327.02', DLinear = '7292.81', NLinear = '7282.36', TFT = '7282.91', StemGNN = '7268.05', MLPMultivariate = '7299.63', TiDE = '7286.47', DeepNPTS = '7368.65', y = '7306.67' WHERE ds = '2024-02-27 00:00:00'
|
||
2024-11-20 10:20:43,386 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-27 00:00:00', NHITS = '7324.57', Informer = '7251.97', LSTM = '7242.58', iTransformer = '7290.08', TSMixer = '7297.98', TSMixerx = '7317.99', PatchTST = '7297.46', RNN = '7304.28', GRU = '7342.81', TCN = '7408.67', BiTCN = '7340.79', DilatedRNN = '7289.78', MLP = '7327.02', DLinear = '7292.81', NLinear = '7282.36', TFT = '7282.91', StemGNN = '7268.05', MLPMultivariate = '7299.63', TiDE = '7286.47', DeepNPTS = '7368.65', y = '7306.67' WHERE ds = '2024-02-27 00:00:00'
|
||
2024-11-20 10:20:43,388 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-28 00:00:00', NHITS = '7352.75', Informer = '7295.49', LSTM = '7254.83', iTransformer = '7276.21', TSMixer = '7302.82', TSMixerx = '7348.5', PatchTST = '7323.02', RNN = '7324.8', GRU = '7359.94', TCN = '7413.98', BiTCN = '7330.58', DilatedRNN = '7305.92', MLP = '7341.13', DLinear = '7310.9', NLinear = '7305.61', TFT = '7301.83', StemGNN = '7266.96', MLPMultivariate = '7303.46', TiDE = '7303.91', DeepNPTS = '7380.02', y = '7353.33' WHERE ds = '2024-02-28 00:00:00'
|
||
2024-11-20 10:20:43,388 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-28 00:00:00', NHITS = '7352.75', Informer = '7295.49', LSTM = '7254.83', iTransformer = '7276.21', TSMixer = '7302.82', TSMixerx = '7348.5', PatchTST = '7323.02', RNN = '7324.8', GRU = '7359.94', TCN = '7413.98', BiTCN = '7330.58', DilatedRNN = '7305.92', MLP = '7341.13', DLinear = '7310.9', NLinear = '7305.61', TFT = '7301.83', StemGNN = '7266.96', MLPMultivariate = '7303.46', TiDE = '7303.91', DeepNPTS = '7380.02', y = '7353.33' WHERE ds = '2024-02-28 00:00:00'
|
||
2024-11-20 10:20:43,390 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-29 00:00:00', NHITS = '7365.17', Informer = '7313.22', LSTM = '7288.96', iTransformer = '7293.72', TSMixer = '7334.31', TSMixerx = '7378.47', PatchTST = '7368.02', RNN = '7371.75', GRU = '7401.12', TCN = '7425.51', BiTCN = '7341.83', DilatedRNN = '7336.51', MLP = '7371.22', DLinear = '7333.33', NLinear = '7360.72', TFT = '7354.87', StemGNN = '7266.78', MLPMultivariate = '7327.83', TiDE = '7343.33', DeepNPTS = '7374.52', y = '7325.0' WHERE ds = '2024-02-29 00:00:00'
|
||
2024-11-20 10:20:43,390 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-29 00:00:00', NHITS = '7365.17', Informer = '7313.22', LSTM = '7288.96', iTransformer = '7293.72', TSMixer = '7334.31', TSMixerx = '7378.47', PatchTST = '7368.02', RNN = '7371.75', GRU = '7401.12', TCN = '7425.51', BiTCN = '7341.83', DilatedRNN = '7336.51', MLP = '7371.22', DLinear = '7333.33', NLinear = '7360.72', TFT = '7354.87', StemGNN = '7266.78', MLPMultivariate = '7327.83', TiDE = '7343.33', DeepNPTS = '7374.52', y = '7325.0' WHERE ds = '2024-02-29 00:00:00'
|
||
2024-11-20 10:20:43,392 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-01 00:00:00', NHITS = '7320.5', Informer = '7306.35', LSTM = '7263.73', iTransformer = '7277.35', TSMixer = '7322.0', TSMixerx = '7343.2', PatchTST = '7329.76', RNN = '7327.44', GRU = '7364.73', TCN = '7416.31', BiTCN = '7322.68', DilatedRNN = '7306.52', MLP = '7337.22', DLinear = '7315.45', NLinear = '7335.42', TFT = '7314.74', StemGNN = '7266.41', MLPMultivariate = '7308.63', TiDE = '7327.13', DeepNPTS = '7294.14', y = '7343.33' WHERE ds = '2024-03-01 00:00:00'
|
||
2024-11-20 10:20:43,392 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-01 00:00:00', NHITS = '7320.5', Informer = '7306.35', LSTM = '7263.73', iTransformer = '7277.35', TSMixer = '7322.0', TSMixerx = '7343.2', PatchTST = '7329.76', RNN = '7327.44', GRU = '7364.73', TCN = '7416.31', BiTCN = '7322.68', DilatedRNN = '7306.52', MLP = '7337.22', DLinear = '7315.45', NLinear = '7335.42', TFT = '7314.74', StemGNN = '7266.41', MLPMultivariate = '7308.63', TiDE = '7327.13', DeepNPTS = '7294.14', y = '7343.33' WHERE ds = '2024-03-01 00:00:00'
|
||
2024-11-20 10:20:43,395 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-04 00:00:00', NHITS = '7334.56', Informer = '7330.43', LSTM = '7283.3', iTransformer = '7276.89', TSMixer = '7330.63', TSMixerx = '7344.31', PatchTST = '7334.27', RNN = '7357.22', GRU = '7391.92', TCN = '7422.3', BiTCN = '7315.67', DilatedRNN = '7328.23', MLP = '7328.13', DLinear = '7333.05', NLinear = '7339.2', TFT = '7314.98', StemGNN = '7266.39', MLPMultivariate = '7306.47', TiDE = '7342.18', DeepNPTS = '7296.81', y = '7330.0' WHERE ds = '2024-03-04 00:00:00'
|
||
2024-11-20 10:20:43,395 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-04 00:00:00', NHITS = '7334.56', Informer = '7330.43', LSTM = '7283.3', iTransformer = '7276.89', TSMixer = '7330.63', TSMixerx = '7344.31', PatchTST = '7334.27', RNN = '7357.22', GRU = '7391.92', TCN = '7422.3', BiTCN = '7315.67', DilatedRNN = '7328.23', MLP = '7328.13', DLinear = '7333.05', NLinear = '7339.2', TFT = '7314.98', StemGNN = '7266.39', MLPMultivariate = '7306.47', TiDE = '7342.18', DeepNPTS = '7296.81', y = '7330.0' WHERE ds = '2024-03-04 00:00:00'
|
||
2024-11-20 10:20:43,397 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-05 00:00:00', NHITS = '7309.45', Informer = '7325.04', LSTM = '7267.88', iTransformer = '7277.67', TSMixer = '7326.97', TSMixerx = '7335.79', PatchTST = '7319.16', RNN = '7340.15', GRU = '7370.5', TCN = '7418.13', BiTCN = '7305.37', DilatedRNN = '7318.76', MLP = '7320.53', DLinear = '7326.05', NLinear = '7321.28', TFT = '7293.51', StemGNN = '7266.15', MLPMultivariate = '7303.62', TiDE = '7328.04', DeepNPTS = '7281.27', y = '7310.0' WHERE ds = '2024-03-05 00:00:00'
|
||
2024-11-20 10:20:43,397 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-05 00:00:00', NHITS = '7309.45', Informer = '7325.04', LSTM = '7267.88', iTransformer = '7277.67', TSMixer = '7326.97', TSMixerx = '7335.79', PatchTST = '7319.16', RNN = '7340.15', GRU = '7370.5', TCN = '7418.13', BiTCN = '7305.37', DilatedRNN = '7318.76', MLP = '7320.53', DLinear = '7326.05', NLinear = '7321.28', TFT = '7293.51', StemGNN = '7266.15', MLPMultivariate = '7303.62', TiDE = '7328.04', DeepNPTS = '7281.27', y = '7310.0' WHERE ds = '2024-03-05 00:00:00'
|
||
2024-11-20 10:20:43,400 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-06 00:00:00', NHITS = '7304.78', Informer = '7318.4', LSTM = '7255.75', iTransformer = '7276.86', TSMixer = '7305.71', TSMixerx = '7311.24', PatchTST = '7313.83', RNN = '7311.53', GRU = '7357.06', TCN = '7412.45', BiTCN = '7301.94', DilatedRNN = '7304.3', MLP = '7315.76', DLinear = '7309.79', NLinear = '7297.15', TFT = '7279.6', StemGNN = '7265.64', MLPMultivariate = '7295.52', TiDE = '7301.35', DeepNPTS = '7288.95', y = '7297.5' WHERE ds = '2024-03-06 00:00:00'
|
||
2024-11-20 10:20:43,400 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-06 00:00:00', NHITS = '7304.78', Informer = '7318.4', LSTM = '7255.75', iTransformer = '7276.86', TSMixer = '7305.71', TSMixerx = '7311.24', PatchTST = '7313.83', RNN = '7311.53', GRU = '7357.06', TCN = '7412.45', BiTCN = '7301.94', DilatedRNN = '7304.3', MLP = '7315.76', DLinear = '7309.79', NLinear = '7297.15', TFT = '7279.6', StemGNN = '7265.64', MLPMultivariate = '7295.52', TiDE = '7301.35', DeepNPTS = '7288.95', y = '7297.5' WHERE ds = '2024-03-06 00:00:00'
|
||
2024-11-20 10:20:43,403 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-07 00:00:00', NHITS = '7302.21', Informer = '7321.25', LSTM = '7246.71', iTransformer = '7271.87', TSMixer = '7294.17', TSMixerx = '7309.87', PatchTST = '7308.66', RNN = '7314.28', GRU = '7347.75', TCN = '7407.47', BiTCN = '7294.43', DilatedRNN = '7290.02', MLP = '7319.87', DLinear = '7285.87', NLinear = '7297.02', TFT = '7274.12', StemGNN = '7264.97', MLPMultivariate = '7290.85', TiDE = '7293.32', DeepNPTS = '7295.53', y = '7290.0' WHERE ds = '2024-03-07 00:00:00'
|
||
2024-11-20 10:20:43,403 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-07 00:00:00', NHITS = '7302.21', Informer = '7321.25', LSTM = '7246.71', iTransformer = '7271.87', TSMixer = '7294.17', TSMixerx = '7309.87', PatchTST = '7308.66', RNN = '7314.28', GRU = '7347.75', TCN = '7407.47', BiTCN = '7294.43', DilatedRNN = '7290.02', MLP = '7319.87', DLinear = '7285.87', NLinear = '7297.02', TFT = '7274.12', StemGNN = '7264.97', MLPMultivariate = '7290.85', TiDE = '7293.32', DeepNPTS = '7295.53', y = '7290.0' WHERE ds = '2024-03-07 00:00:00'
|
||
2024-11-20 10:20:43,405 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-08 00:00:00', NHITS = '7292.95', Informer = '7299.1', LSTM = '7241.47', iTransformer = '7246.3', TSMixer = '7288.79', TSMixerx = '7302.01', PatchTST = '7299.54', RNN = '7302.63', GRU = '7343.0', TCN = '7403.52', BiTCN = '7279.52', DilatedRNN = '7288.72', MLP = '7290.22', DLinear = '7284.58', NLinear = '7288.43', TFT = '7271.91', StemGNN = '7264.57', MLPMultivariate = '7279.09', TiDE = '7290.29', DeepNPTS = '7294.8', y = '7295.0' WHERE ds = '2024-03-08 00:00:00'
|
||
2024-11-20 10:20:43,405 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-08 00:00:00', NHITS = '7292.95', Informer = '7299.1', LSTM = '7241.47', iTransformer = '7246.3', TSMixer = '7288.79', TSMixerx = '7302.01', PatchTST = '7299.54', RNN = '7302.63', GRU = '7343.0', TCN = '7403.52', BiTCN = '7279.52', DilatedRNN = '7288.72', MLP = '7290.22', DLinear = '7284.58', NLinear = '7288.43', TFT = '7271.91', StemGNN = '7264.57', MLPMultivariate = '7279.09', TiDE = '7290.29', DeepNPTS = '7294.8', y = '7295.0' WHERE ds = '2024-03-08 00:00:00'
|
||
2024-11-20 10:20:43,408 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-11 00:00:00', NHITS = '7283.5', Informer = '7308.73', LSTM = '7245.06', iTransformer = '7233.56', TSMixer = '7289.62', TSMixerx = '7272.81', PatchTST = '7302.29', RNN = '7308.69', GRU = '7348.58', TCN = '7402.53', BiTCN = '7275.18', DilatedRNN = '7290.97', MLP = '7265.94', DLinear = '7297.8', NLinear = '7293.46', TFT = '7274.37', StemGNN = '7264.62', MLPMultivariate = '7276.64', TiDE = '7289.43', DeepNPTS = '7294.81', y = '7285.0' WHERE ds = '2024-03-11 00:00:00'
|
||
2024-11-20 10:20:43,408 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-11 00:00:00', NHITS = '7283.5', Informer = '7308.73', LSTM = '7245.06', iTransformer = '7233.56', TSMixer = '7289.62', TSMixerx = '7272.81', PatchTST = '7302.29', RNN = '7308.69', GRU = '7348.58', TCN = '7402.53', BiTCN = '7275.18', DilatedRNN = '7290.97', MLP = '7265.94', DLinear = '7297.8', NLinear = '7293.46', TFT = '7274.37', StemGNN = '7264.62', MLPMultivariate = '7276.64', TiDE = '7289.43', DeepNPTS = '7294.81', y = '7285.0' WHERE ds = '2024-03-11 00:00:00'
|
||
2024-11-20 10:20:43,410 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-12 00:00:00', NHITS = '7264.78', Informer = '7291.06', LSTM = '7238.1', iTransformer = '7239.95', TSMixer = '7277.58', TSMixerx = '7269.54', PatchTST = '7282.67', RNN = '7303.06', GRU = '7339.16', TCN = '7395.51', BiTCN = '7277.12', DilatedRNN = '7280.3', MLP = '7244.14', DLinear = '7296.69', NLinear = '7275.29', TFT = '7269.44', StemGNN = '7265.88', MLPMultivariate = '7271.18', TiDE = '7270.28', DeepNPTS = '7285.48', y = '7283.33' WHERE ds = '2024-03-12 00:00:00'
|
||
2024-11-20 10:20:43,410 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-12 00:00:00', NHITS = '7264.78', Informer = '7291.06', LSTM = '7238.1', iTransformer = '7239.95', TSMixer = '7277.58', TSMixerx = '7269.54', PatchTST = '7282.67', RNN = '7303.06', GRU = '7339.16', TCN = '7395.51', BiTCN = '7277.12', DilatedRNN = '7280.3', MLP = '7244.14', DLinear = '7296.69', NLinear = '7275.29', TFT = '7269.44', StemGNN = '7265.88', MLPMultivariate = '7271.18', TiDE = '7270.28', DeepNPTS = '7285.48', y = '7283.33' WHERE ds = '2024-03-12 00:00:00'
|
||
2024-11-20 10:20:43,412 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-13 00:00:00', NHITS = '7256.37', Informer = '7287.32', LSTM = '7238.44', iTransformer = '7251.53', TSMixer = '7272.1', TSMixerx = '7275.87', PatchTST = '7280.45', RNN = '7301.9', GRU = '7340.35', TCN = '7398.0', BiTCN = '7269.77', DilatedRNN = '7285.73', MLP = '7238.05', DLinear = '7303.68', NLinear = '7278.15', TFT = '7276.54', StemGNN = '7267.4', MLPMultivariate = '7268.86', TiDE = '7272.17', DeepNPTS = '7252.64', y = '7285.0' WHERE ds = '2024-03-13 00:00:00'
|
||
2024-11-20 10:20:43,412 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-13 00:00:00', NHITS = '7256.37', Informer = '7287.32', LSTM = '7238.44', iTransformer = '7251.53', TSMixer = '7272.1', TSMixerx = '7275.87', PatchTST = '7280.45', RNN = '7301.9', GRU = '7340.35', TCN = '7398.0', BiTCN = '7269.77', DilatedRNN = '7285.73', MLP = '7238.05', DLinear = '7303.68', NLinear = '7278.15', TFT = '7276.54', StemGNN = '7267.4', MLPMultivariate = '7268.86', TiDE = '7272.17', DeepNPTS = '7252.64', y = '7285.0' WHERE ds = '2024-03-13 00:00:00'
|
||
2024-11-20 10:20:43,415 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-14 00:00:00', NHITS = '7269.4', Informer = '7282.06', LSTM = '7239.51', iTransformer = '7265.08', TSMixer = '7275.51', TSMixerx = '7277.1', PatchTST = '7283.45', RNN = '7304.5', GRU = '7341.46', TCN = '7397.56', BiTCN = '7280.69', DilatedRNN = '7284.09', MLP = '7251.88', DLinear = '7273.88', NLinear = '7288.42', TFT = '7290.29', StemGNN = '7270.84', MLPMultivariate = '7275.91', TiDE = '7281.04', DeepNPTS = '7264.11', y = '7277.5' WHERE ds = '2024-03-14 00:00:00'
|
||
2024-11-20 10:20:43,415 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-14 00:00:00', NHITS = '7269.4', Informer = '7282.06', LSTM = '7239.51', iTransformer = '7265.08', TSMixer = '7275.51', TSMixerx = '7277.1', PatchTST = '7283.45', RNN = '7304.5', GRU = '7341.46', TCN = '7397.56', BiTCN = '7280.69', DilatedRNN = '7284.09', MLP = '7251.88', DLinear = '7273.88', NLinear = '7288.42', TFT = '7290.29', StemGNN = '7270.84', MLPMultivariate = '7275.91', TiDE = '7281.04', DeepNPTS = '7264.11', y = '7277.5' WHERE ds = '2024-03-14 00:00:00'
|
||
2024-11-20 10:20:43,417 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-15 00:00:00', NHITS = '7264.23', Informer = '7275.59', LSTM = '7234.82', iTransformer = '7272.71', TSMixer = '7271.08', TSMixerx = '7262.54', PatchTST = '7274.31', RNN = '7295.47', GRU = '7335.31', TCN = '7395.98', BiTCN = '7277.6', DilatedRNN = '7279.69', MLP = '7256.92', DLinear = '7252.44', NLinear = '7269.11', TFT = '7283.47', StemGNN = '7273.29', MLPMultivariate = '7276.28', TiDE = '7279.45', DeepNPTS = '7273.04', y = '7353.33' WHERE ds = '2024-03-15 00:00:00'
|
||
2024-11-20 10:20:43,417 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-15 00:00:00', NHITS = '7264.23', Informer = '7275.59', LSTM = '7234.82', iTransformer = '7272.71', TSMixer = '7271.08', TSMixerx = '7262.54', PatchTST = '7274.31', RNN = '7295.47', GRU = '7335.31', TCN = '7395.98', BiTCN = '7277.6', DilatedRNN = '7279.69', MLP = '7256.92', DLinear = '7252.44', NLinear = '7269.11', TFT = '7283.47', StemGNN = '7273.29', MLPMultivariate = '7276.28', TiDE = '7279.45', DeepNPTS = '7273.04', y = '7353.33' WHERE ds = '2024-03-15 00:00:00'
|
||
2024-11-20 10:20:43,419 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-18 00:00:00', NHITS = '7339.36', Informer = '7324.94', LSTM = '7292.13', iTransformer = '7287.28', TSMixer = '7320.05', TSMixerx = '7302.48', PatchTST = '7366.6', RNN = '7371.87', GRU = '7407.54', TCN = '7422.89', BiTCN = '7304.87', DilatedRNN = '7348.6', MLP = '7314.84', DLinear = '7304.7', NLinear = '7353.23', TFT = '7347.31', StemGNN = '7276.14', MLPMultivariate = '7311.7', TiDE = '7330.94', DeepNPTS = '7344.93', y = '7387.5' WHERE ds = '2024-03-18 00:00:00'
|
||
2024-11-20 10:20:43,419 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-18 00:00:00', NHITS = '7339.36', Informer = '7324.94', LSTM = '7292.13', iTransformer = '7287.28', TSMixer = '7320.05', TSMixerx = '7302.48', PatchTST = '7366.6', RNN = '7371.87', GRU = '7407.54', TCN = '7422.89', BiTCN = '7304.87', DilatedRNN = '7348.6', MLP = '7314.84', DLinear = '7304.7', NLinear = '7353.23', TFT = '7347.31', StemGNN = '7276.14', MLPMultivariate = '7311.7', TiDE = '7330.94', DeepNPTS = '7344.93', y = '7387.5' WHERE ds = '2024-03-18 00:00:00'
|
||
2024-11-20 10:20:43,422 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-19 00:00:00', NHITS = '7388.08', Informer = '7385.8', LSTM = '7320.49', iTransformer = '7300.95', TSMixer = '7361.99', TSMixerx = '7336.57', PatchTST = '7386.98', RNN = '7397.01', GRU = '7427.54', TCN = '7439.6', BiTCN = '7311.0', DilatedRNN = '7378.46', MLP = '7361.53', DLinear = '7326.46', NLinear = '7392.8', TFT = '7379.9', StemGNN = '7277.91', MLPMultivariate = '7348.62', TiDE = '7363.5', DeepNPTS = '7387.24', y = '7435.0' WHERE ds = '2024-03-19 00:00:00'
|
||
2024-11-20 10:20:43,422 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-19 00:00:00', NHITS = '7388.08', Informer = '7385.8', LSTM = '7320.49', iTransformer = '7300.95', TSMixer = '7361.99', TSMixerx = '7336.57', PatchTST = '7386.98', RNN = '7397.01', GRU = '7427.54', TCN = '7439.6', BiTCN = '7311.0', DilatedRNN = '7378.46', MLP = '7361.53', DLinear = '7326.46', NLinear = '7392.8', TFT = '7379.9', StemGNN = '7277.91', MLPMultivariate = '7348.62', TiDE = '7363.5', DeepNPTS = '7387.24', y = '7435.0' WHERE ds = '2024-03-19 00:00:00'
|
||
2024-11-20 10:20:43,424 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-20 00:00:00', NHITS = '7446.17', Informer = '7409.96', LSTM = '7390.64', iTransformer = '7318.43', TSMixer = '7404.71', TSMixerx = '7354.35', PatchTST = '7446.15', RNN = '7449.59', GRU = '7481.41', TCN = '7465.93', BiTCN = '7324.92', DilatedRNN = '7439.02', MLP = '7414.86', DLinear = '7384.65', NLinear = '7440.51', TFT = '7410.61', StemGNN = '7279.73', MLPMultivariate = '7384.11', TiDE = '7415.17', DeepNPTS = '7432.14', y = '7460.0' WHERE ds = '2024-03-20 00:00:00'
|
||
2024-11-20 10:20:43,424 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-20 00:00:00', NHITS = '7446.17', Informer = '7409.96', LSTM = '7390.64', iTransformer = '7318.43', TSMixer = '7404.71', TSMixerx = '7354.35', PatchTST = '7446.15', RNN = '7449.59', GRU = '7481.41', TCN = '7465.93', BiTCN = '7324.92', DilatedRNN = '7439.02', MLP = '7414.86', DLinear = '7384.65', NLinear = '7440.51', TFT = '7410.61', StemGNN = '7279.73', MLPMultivariate = '7384.11', TiDE = '7415.17', DeepNPTS = '7432.14', y = '7460.0' WHERE ds = '2024-03-20 00:00:00'
|
||
2024-11-20 10:20:43,427 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-21 00:00:00', NHITS = '7471.48', Informer = '7410.82', LSTM = '7418.15', iTransformer = '7359.09', TSMixer = '7436.82', TSMixerx = '7382.55', PatchTST = '7467.97', RNN = '7485.88', GRU = '7497.73', TCN = '7485.05', BiTCN = '7342.78', DilatedRNN = '7469.99', MLP = '7437.01', DLinear = '7433.13', NLinear = '7466.88', TFT = '7407.96', StemGNN = '7282.79', MLPMultivariate = '7422.37', TiDE = '7449.82', DeepNPTS = '7435.73', y = '7422.5' WHERE ds = '2024-03-21 00:00:00'
|
||
2024-11-20 10:20:43,427 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-21 00:00:00', NHITS = '7471.48', Informer = '7410.82', LSTM = '7418.15', iTransformer = '7359.09', TSMixer = '7436.82', TSMixerx = '7382.55', PatchTST = '7467.97', RNN = '7485.88', GRU = '7497.73', TCN = '7485.05', BiTCN = '7342.78', DilatedRNN = '7469.99', MLP = '7437.01', DLinear = '7433.13', NLinear = '7466.88', TFT = '7407.96', StemGNN = '7282.79', MLPMultivariate = '7422.37', TiDE = '7449.82', DeepNPTS = '7435.73', y = '7422.5' WHERE ds = '2024-03-21 00:00:00'
|
||
2024-11-20 10:20:43,429 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-22 00:00:00', NHITS = '7417.1', Informer = '7386.94', LSTM = '7359.75', iTransformer = '7407.99', TSMixer = '7419.15', TSMixerx = '7377.38', PatchTST = '7398.66', RNN = '7419.29', GRU = '7445.15', TCN = '7473.64', BiTCN = '7348.41', DilatedRNN = '7429.75', MLP = '7410.0', DLinear = '7426.43', NLinear = '7427.33', TFT = '7392.96', StemGNN = '7286.4', MLPMultivariate = '7414.18', TiDE = '7431.13', DeepNPTS = '7377.32', y = '7402.5' WHERE ds = '2024-03-22 00:00:00'
|
||
2024-11-20 10:20:43,429 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-22 00:00:00', NHITS = '7417.1', Informer = '7386.94', LSTM = '7359.75', iTransformer = '7407.99', TSMixer = '7419.15', TSMixerx = '7377.38', PatchTST = '7398.66', RNN = '7419.29', GRU = '7445.15', TCN = '7473.64', BiTCN = '7348.41', DilatedRNN = '7429.75', MLP = '7410.0', DLinear = '7426.43', NLinear = '7427.33', TFT = '7392.96', StemGNN = '7286.4', MLPMultivariate = '7414.18', TiDE = '7431.13', DeepNPTS = '7377.32', y = '7402.5' WHERE ds = '2024-03-22 00:00:00'
|
||
2024-11-20 10:20:43,432 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-25 00:00:00', NHITS = '7404.65', Informer = '7354.68', LSTM = '7337.62', iTransformer = '7438.0', TSMixer = '7391.76', TSMixerx = '7372.08', PatchTST = '7396.19', RNN = '7403.69', GRU = '7432.8', TCN = '7463.86', BiTCN = '7342.24', DilatedRNN = '7408.89', MLP = '7382.35', DLinear = '7426.01', NLinear = '7402.0', TFT = '7391.26', StemGNN = '7288.26', MLPMultivariate = '7395.28', TiDE = '7401.38', DeepNPTS = '7352.68', y = '7372.5' WHERE ds = '2024-03-25 00:00:00'
|
||
2024-11-20 10:20:43,432 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-25 00:00:00', NHITS = '7404.65', Informer = '7354.68', LSTM = '7337.62', iTransformer = '7438.0', TSMixer = '7391.76', TSMixerx = '7372.08', PatchTST = '7396.19', RNN = '7403.69', GRU = '7432.8', TCN = '7463.86', BiTCN = '7342.24', DilatedRNN = '7408.89', MLP = '7382.35', DLinear = '7426.01', NLinear = '7402.0', TFT = '7391.26', StemGNN = '7288.26', MLPMultivariate = '7395.28', TiDE = '7401.38', DeepNPTS = '7352.68', y = '7372.5' WHERE ds = '2024-03-25 00:00:00'
|
||
2024-11-20 10:20:43,434 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-26 00:00:00', NHITS = '7367.22', Informer = '7322.27', LSTM = '7297.47', iTransformer = '7379.26', TSMixer = '7362.82', TSMixerx = '7379.8', PatchTST = '7348.91', RNN = '7365.84', GRU = '7399.45', TCN = '7449.14', BiTCN = '7347.17', DilatedRNN = '7376.77', MLP = '7355.65', DLinear = '7392.1', NLinear = '7355.2', TFT = '7356.75', StemGNN = '7289.35', MLPMultivariate = '7365.31', TiDE = '7355.82', DeepNPTS = '7332.97', y = '7365.0' WHERE ds = '2024-03-26 00:00:00'
|
||
2024-11-20 10:20:43,434 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-26 00:00:00', NHITS = '7367.22', Informer = '7322.27', LSTM = '7297.47', iTransformer = '7379.26', TSMixer = '7362.82', TSMixerx = '7379.8', PatchTST = '7348.91', RNN = '7365.84', GRU = '7399.45', TCN = '7449.14', BiTCN = '7347.17', DilatedRNN = '7376.77', MLP = '7355.65', DLinear = '7392.1', NLinear = '7355.2', TFT = '7356.75', StemGNN = '7289.35', MLPMultivariate = '7365.31', TiDE = '7355.82', DeepNPTS = '7332.97', y = '7365.0' WHERE ds = '2024-03-26 00:00:00'
|
||
2024-11-20 10:20:43,437 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-27 00:00:00', NHITS = '7348.99', Informer = '7314.72', LSTM = '7292.01', iTransformer = '7324.37', TSMixer = '7348.72', TSMixerx = '7361.01', PatchTST = '7349.25', RNN = '7354.78', GRU = '7399.57', TCN = '7441.3', BiTCN = '7353.53', DilatedRNN = '7370.99', MLP = '7335.98', DLinear = '7369.87', NLinear = '7345.71', TFT = '7338.27', StemGNN = '7290.38', MLPMultivariate = '7340.31', TiDE = '7351.88', DeepNPTS = '7327.51', y = '7345.0' WHERE ds = '2024-03-27 00:00:00'
|
||
2024-11-20 10:20:43,437 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-27 00:00:00', NHITS = '7348.99', Informer = '7314.72', LSTM = '7292.01', iTransformer = '7324.37', TSMixer = '7348.72', TSMixerx = '7361.01', PatchTST = '7349.25', RNN = '7354.78', GRU = '7399.57', TCN = '7441.3', BiTCN = '7353.53', DilatedRNN = '7370.99', MLP = '7335.98', DLinear = '7369.87', NLinear = '7345.71', TFT = '7338.27', StemGNN = '7290.38', MLPMultivariate = '7340.31', TiDE = '7351.88', DeepNPTS = '7327.51', y = '7345.0' WHERE ds = '2024-03-27 00:00:00'
|
||
2024-11-20 10:20:43,440 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-28 00:00:00', NHITS = '7315.95', Informer = '7301.15', LSTM = '7273.48', iTransformer = '7295.8', TSMixer = '7330.9', TSMixerx = '7328.15', PatchTST = '7333.3', RNN = '7346.44', GRU = '7379.1', TCN = '7428.09', BiTCN = '7353.19', DilatedRNN = '7339.56', MLP = '7312.39', DLinear = '7352.16', NLinear = '7328.61', TFT = '7330.9', StemGNN = '7291.17', MLPMultivariate = '7320.32', TiDE = '7333.7', DeepNPTS = '7319.06', y = '7345.0' WHERE ds = '2024-03-28 00:00:00'
|
||
2024-11-20 10:20:43,440 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-28 00:00:00', NHITS = '7315.95', Informer = '7301.15', LSTM = '7273.48', iTransformer = '7295.8', TSMixer = '7330.9', TSMixerx = '7328.15', PatchTST = '7333.3', RNN = '7346.44', GRU = '7379.1', TCN = '7428.09', BiTCN = '7353.19', DilatedRNN = '7339.56', MLP = '7312.39', DLinear = '7352.16', NLinear = '7328.61', TFT = '7330.9', StemGNN = '7291.17', MLPMultivariate = '7320.32', TiDE = '7333.7', DeepNPTS = '7319.06', y = '7345.0' WHERE ds = '2024-03-28 00:00:00'
|
||
2024-11-20 10:20:43,444 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-29 00:00:00', NHITS = '7330.24', Informer = '7305.84', LSTM = '7275.81', iTransformer = '7295.1', TSMixer = '7325.45', TSMixerx = '7312.22', PatchTST = '7328.93', RNN = '7348.29', GRU = '7385.13', TCN = '7421.9', BiTCN = '7338.67', DilatedRNN = '7331.57', MLP = '7296.93', DLinear = '7335.55', NLinear = '7336.98', TFT = '7327.3', StemGNN = '7292.35', MLPMultivariate = '7309.14', TiDE = '7332.74', DeepNPTS = '7339.16', y = '7345.0' WHERE ds = '2024-03-29 00:00:00'
|
||
2024-11-20 10:20:43,444 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-29 00:00:00', NHITS = '7330.24', Informer = '7305.84', LSTM = '7275.81', iTransformer = '7295.1', TSMixer = '7325.45', TSMixerx = '7312.22', PatchTST = '7328.93', RNN = '7348.29', GRU = '7385.13', TCN = '7421.9', BiTCN = '7338.67', DilatedRNN = '7331.57', MLP = '7296.93', DLinear = '7335.55', NLinear = '7336.98', TFT = '7327.3', StemGNN = '7292.35', MLPMultivariate = '7309.14', TiDE = '7332.74', DeepNPTS = '7339.16', y = '7345.0' WHERE ds = '2024-03-29 00:00:00'
|
||
2024-11-20 10:20:43,446 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-01 00:00:00', NHITS = '7338.24', Informer = '7312.92', LSTM = '7275.35', iTransformer = '7297.79', TSMixer = '7326.11', TSMixerx = '7304.88', PatchTST = '7330.88', RNN = '7350.42', GRU = '7384.03', TCN = '7416.0', BiTCN = '7329.56', DilatedRNN = '7326.53', MLP = '7302.67', DLinear = '7334.68', NLinear = '7344.62', TFT = '7326.0', StemGNN = '7293.29', MLPMultivariate = '7308.76', TiDE = '7335.23', DeepNPTS = '7344.61', y = '7360.0' WHERE ds = '2024-04-01 00:00:00'
|
||
2024-11-20 10:20:43,446 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-01 00:00:00', NHITS = '7338.24', Informer = '7312.92', LSTM = '7275.35', iTransformer = '7297.79', TSMixer = '7326.11', TSMixerx = '7304.88', PatchTST = '7330.88', RNN = '7350.42', GRU = '7384.03', TCN = '7416.0', BiTCN = '7329.56', DilatedRNN = '7326.53', MLP = '7302.67', DLinear = '7334.68', NLinear = '7344.62', TFT = '7326.0', StemGNN = '7293.29', MLPMultivariate = '7308.76', TiDE = '7335.23', DeepNPTS = '7344.61', y = '7360.0' WHERE ds = '2024-04-01 00:00:00'
|
||
2024-11-20 10:20:43,449 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-02 00:00:00', NHITS = '7346.74', Informer = '7332.9', LSTM = '7289.21', iTransformer = '7307.99', TSMixer = '7336.79', TSMixerx = '7317.73', PatchTST = '7346.57', RNN = '7364.25', GRU = '7401.18', TCN = '7422.32', BiTCN = '7325.94', DilatedRNN = '7337.44', MLP = '7312.67', DLinear = '7330.29', NLinear = '7355.13', TFT = '7331.72', StemGNN = '7294.23', MLPMultivariate = '7313.7', TiDE = '7342.82', DeepNPTS = '7353.49', y = '7380.0' WHERE ds = '2024-04-02 00:00:00'
|
||
2024-11-20 10:20:43,449 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-02 00:00:00', NHITS = '7346.74', Informer = '7332.9', LSTM = '7289.21', iTransformer = '7307.99', TSMixer = '7336.79', TSMixerx = '7317.73', PatchTST = '7346.57', RNN = '7364.25', GRU = '7401.18', TCN = '7422.32', BiTCN = '7325.94', DilatedRNN = '7337.44', MLP = '7312.67', DLinear = '7330.29', NLinear = '7355.13', TFT = '7331.72', StemGNN = '7294.23', MLPMultivariate = '7313.7', TiDE = '7342.82', DeepNPTS = '7353.49', y = '7380.0' WHERE ds = '2024-04-02 00:00:00'
|
||
2024-11-20 10:20:43,452 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-03 00:00:00', NHITS = '7362.03', Informer = '7378.23', LSTM = '7308.14', iTransformer = '7335.29', TSMixer = '7353.97', TSMixerx = '7345.56', PatchTST = '7371.53', RNN = '7386.28', GRU = '7419.33', TCN = '7428.12', BiTCN = '7335.65', DilatedRNN = '7363.3', MLP = '7336.41', DLinear = '7329.53', NLinear = '7376.12', TFT = '7363.62', StemGNN = '7295.82', MLPMultivariate = '7333.87', TiDE = '7357.16', DeepNPTS = '7375.72', y = '7397.5' WHERE ds = '2024-04-03 00:00:00'
|
||
2024-11-20 10:20:43,452 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-03 00:00:00', NHITS = '7362.03', Informer = '7378.23', LSTM = '7308.14', iTransformer = '7335.29', TSMixer = '7353.97', TSMixerx = '7345.56', PatchTST = '7371.53', RNN = '7386.28', GRU = '7419.33', TCN = '7428.12', BiTCN = '7335.65', DilatedRNN = '7363.3', MLP = '7336.41', DLinear = '7329.53', NLinear = '7376.12', TFT = '7363.62', StemGNN = '7295.82', MLPMultivariate = '7333.87', TiDE = '7357.16', DeepNPTS = '7375.72', y = '7397.5' WHERE ds = '2024-04-03 00:00:00'
|
||
2024-11-20 10:20:43,454 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-07 00:00:00', NHITS = '7380.46', Informer = '7399.9', LSTM = '7329.28', iTransformer = '7342.79', TSMixer = '7377.67', TSMixerx = '7353.99', PatchTST = '7410.47', RNN = '7402.89', GRU = '7435.25', TCN = '7440.61', BiTCN = '7349.37', DilatedRNN = '7386.35', MLP = '7366.33', DLinear = '7351.98', NLinear = '7390.83', TFT = '7357.89', StemGNN = '7298.55', MLPMultivariate = '7362.64', TiDE = '7388.62', DeepNPTS = '7390.25', y = '7437.5' WHERE ds = '2024-04-07 00:00:00'
|
||
2024-11-20 10:20:43,454 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-07 00:00:00', NHITS = '7380.46', Informer = '7399.9', LSTM = '7329.28', iTransformer = '7342.79', TSMixer = '7377.67', TSMixerx = '7353.99', PatchTST = '7410.47', RNN = '7402.89', GRU = '7435.25', TCN = '7440.61', BiTCN = '7349.37', DilatedRNN = '7386.35', MLP = '7366.33', DLinear = '7351.98', NLinear = '7390.83', TFT = '7357.89', StemGNN = '7298.55', MLPMultivariate = '7362.64', TiDE = '7388.62', DeepNPTS = '7390.25', y = '7437.5' WHERE ds = '2024-04-07 00:00:00'
|
||
2024-11-20 10:20:43,456 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-08 00:00:00', NHITS = '7447.65', Informer = '7446.34', LSTM = '7385.22', iTransformer = '7363.92', TSMixer = '7413.36', TSMixerx = '7379.34', PatchTST = '7464.31', RNN = '7450.51', GRU = '7478.47', TCN = '7458.92', BiTCN = '7355.57', DilatedRNN = '7434.99', MLP = '7413.54', DLinear = '7377.16', NLinear = '7434.57', TFT = '7405.02', StemGNN = '7302.9', MLPMultivariate = '7409.96', TiDE = '7431.65', DeepNPTS = '7422.17', y = '7490.0' WHERE ds = '2024-04-08 00:00:00'
|
||
2024-11-20 10:20:43,456 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-08 00:00:00', NHITS = '7447.65', Informer = '7446.34', LSTM = '7385.22', iTransformer = '7363.92', TSMixer = '7413.36', TSMixerx = '7379.34', PatchTST = '7464.31', RNN = '7450.51', GRU = '7478.47', TCN = '7458.92', BiTCN = '7355.57', DilatedRNN = '7434.99', MLP = '7413.54', DLinear = '7377.16', NLinear = '7434.57', TFT = '7405.02', StemGNN = '7302.9', MLPMultivariate = '7409.96', TiDE = '7431.65', DeepNPTS = '7422.17', y = '7490.0' WHERE ds = '2024-04-08 00:00:00'
|
||
2024-11-20 10:20:43,458 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-09 00:00:00', NHITS = '7508.91', Informer = '7451.4', LSTM = '7454.91', iTransformer = '7495.67', TSMixer = '7458.67', TSMixerx = '7404.45', PatchTST = '7504.04', RNN = '7508.22', GRU = '7535.45', TCN = '7498.07', BiTCN = '7362.18', DilatedRNN = '7500.56', MLP = '7456.07', DLinear = '7436.46', NLinear = '7490.4', TFT = '7479.82', StemGNN = '7307.45', MLPMultivariate = '7470.89', TiDE = '7473.05', DeepNPTS = '7482.98', y = '7507.5' WHERE ds = '2024-04-09 00:00:00'
|
||
2024-11-20 10:20:43,458 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-09 00:00:00', NHITS = '7508.91', Informer = '7451.4', LSTM = '7454.91', iTransformer = '7495.67', TSMixer = '7458.67', TSMixerx = '7404.45', PatchTST = '7504.04', RNN = '7508.22', GRU = '7535.45', TCN = '7498.07', BiTCN = '7362.18', DilatedRNN = '7500.56', MLP = '7456.07', DLinear = '7436.46', NLinear = '7490.4', TFT = '7479.82', StemGNN = '7307.45', MLPMultivariate = '7470.89', TiDE = '7473.05', DeepNPTS = '7482.98', y = '7507.5' WHERE ds = '2024-04-09 00:00:00'
|
||
2024-11-20 10:20:43,461 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-10 00:00:00', NHITS = '7525.01', Informer = '7463.69', LSTM = '7471.0', iTransformer = '7599.2', TSMixer = '7480.64', TSMixerx = '7407.01', PatchTST = '7494.6', RNN = '7518.41', GRU = '7543.95', TCN = '7529.9', BiTCN = '7380.28', DilatedRNN = '7529.39', MLP = '7474.85', DLinear = '7472.81', NLinear = '7508.65', TFT = '7484.08', StemGNN = '7312.89', MLPMultivariate = '7512.26', TiDE = '7487.67', DeepNPTS = '7500.6', y = '7497.5' WHERE ds = '2024-04-10 00:00:00'
|
||
2024-11-20 10:20:43,461 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-10 00:00:00', NHITS = '7525.01', Informer = '7463.69', LSTM = '7471.0', iTransformer = '7599.2', TSMixer = '7480.64', TSMixerx = '7407.01', PatchTST = '7494.6', RNN = '7518.41', GRU = '7543.95', TCN = '7529.9', BiTCN = '7380.28', DilatedRNN = '7529.39', MLP = '7474.85', DLinear = '7472.81', NLinear = '7508.65', TFT = '7484.08', StemGNN = '7312.89', MLPMultivariate = '7512.26', TiDE = '7487.67', DeepNPTS = '7500.6', y = '7497.5' WHERE ds = '2024-04-10 00:00:00'
|
||
2024-11-20 10:20:43,462 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-11 00:00:00', NHITS = '7504.87', Informer = '7435.27', LSTM = '7455.34', iTransformer = '7541.44', TSMixer = '7475.08', TSMixerx = '7402.14', PatchTST = '7456.31', RNN = '7507.48', GRU = '7525.09', TCN = '7529.47', BiTCN = '7398.46', DilatedRNN = '7516.28', MLP = '7430.02', DLinear = '7497.04', NLinear = '7500.72', TFT = '7442.53', StemGNN = '7317.92', MLPMultivariate = '7486.73', TiDE = '7485.56', DeepNPTS = '7459.59', y = '7497.5' WHERE ds = '2024-04-11 00:00:00'
|
||
2024-11-20 10:20:43,462 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-11 00:00:00', NHITS = '7504.87', Informer = '7435.27', LSTM = '7455.34', iTransformer = '7541.44', TSMixer = '7475.08', TSMixerx = '7402.14', PatchTST = '7456.31', RNN = '7507.48', GRU = '7525.09', TCN = '7529.47', BiTCN = '7398.46', DilatedRNN = '7516.28', MLP = '7430.02', DLinear = '7497.04', NLinear = '7500.72', TFT = '7442.53', StemGNN = '7317.92', MLPMultivariate = '7486.73', TiDE = '7485.56', DeepNPTS = '7459.59', y = '7497.5' WHERE ds = '2024-04-11 00:00:00'
|
||
2024-11-20 10:20:43,465 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-12 00:00:00', NHITS = '7479.46', Informer = '7435.88', LSTM = '7455.09', iTransformer = '7449.45', TSMixer = '7465.52', TSMixerx = '7413.95', PatchTST = '7465.76', RNN = '7506.2', GRU = '7527.13', TCN = '7527.37', BiTCN = '7413.39', DilatedRNN = '7518.23', MLP = '7412.17', DLinear = '7521.26', NLinear = '7487.64', TFT = '7408.6', StemGNN = '7322.92', MLPMultivariate = '7468.34', TiDE = '7477.26', DeepNPTS = '7416.74', y = '7506.67' WHERE ds = '2024-04-12 00:00:00'
|
||
2024-11-20 10:20:43,465 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-12 00:00:00', NHITS = '7479.46', Informer = '7435.88', LSTM = '7455.09', iTransformer = '7449.45', TSMixer = '7465.52', TSMixerx = '7413.95', PatchTST = '7465.76', RNN = '7506.2', GRU = '7527.13', TCN = '7527.37', BiTCN = '7413.39', DilatedRNN = '7518.23', MLP = '7412.17', DLinear = '7521.26', NLinear = '7487.64', TFT = '7408.6', StemGNN = '7322.92', MLPMultivariate = '7468.34', TiDE = '7477.26', DeepNPTS = '7416.74', y = '7506.67' WHERE ds = '2024-04-12 00:00:00'
|
||
2024-11-20 10:20:43,468 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-15 00:00:00', NHITS = '7472.32', Informer = '7395.35', LSTM = '7463.68', iTransformer = '7434.46', TSMixer = '7464.76', TSMixerx = '7388.03', PatchTST = '7470.02', RNN = '7506.19', GRU = '7537.05', TCN = '7531.6', BiTCN = '7428.35', DilatedRNN = '7524.9', MLP = '7414.0', DLinear = '7503.56', NLinear = '7498.12', TFT = '7387.92', StemGNN = '7327.57', MLPMultivariate = '7459.92', TiDE = '7479.79', DeepNPTS = '7412.79', y = '7482.5' WHERE ds = '2024-04-15 00:00:00'
|
||
2024-11-20 10:20:43,468 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-15 00:00:00', NHITS = '7472.32', Informer = '7395.35', LSTM = '7463.68', iTransformer = '7434.46', TSMixer = '7464.76', TSMixerx = '7388.03', PatchTST = '7470.02', RNN = '7506.19', GRU = '7537.05', TCN = '7531.6', BiTCN = '7428.35', DilatedRNN = '7524.9', MLP = '7414.0', DLinear = '7503.56', NLinear = '7498.12', TFT = '7387.92', StemGNN = '7327.57', MLPMultivariate = '7459.92', TiDE = '7479.79', DeepNPTS = '7412.79', y = '7482.5' WHERE ds = '2024-04-15 00:00:00'
|
||
2024-11-20 10:20:43,471 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-16 00:00:00', NHITS = '7445.28', Informer = '7384.64', LSTM = '7424.47', iTransformer = '7387.4', TSMixer = '7448.83', TSMixerx = '7379.28', PatchTST = '7438.86', RNN = '7474.01', GRU = '7498.57', TCN = '7514.49', BiTCN = '7421.47', DilatedRNN = '7486.23', MLP = '7387.0', DLinear = '7473.29', NLinear = '7463.03', TFT = '7381.95', StemGNN = '7330.04', MLPMultivariate = '7305.22', TiDE = '7465.68', DeepNPTS = '7344.09', y = '7495.0' WHERE ds = '2024-04-16 00:00:00'
|
||
2024-11-20 10:20:43,471 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-16 00:00:00', NHITS = '7445.28', Informer = '7384.64', LSTM = '7424.47', iTransformer = '7387.4', TSMixer = '7448.83', TSMixerx = '7379.28', PatchTST = '7438.86', RNN = '7474.01', GRU = '7498.57', TCN = '7514.49', BiTCN = '7421.47', DilatedRNN = '7486.23', MLP = '7387.0', DLinear = '7473.29', NLinear = '7463.03', TFT = '7381.95', StemGNN = '7330.04', MLPMultivariate = '7305.22', TiDE = '7465.68', DeepNPTS = '7344.09', y = '7495.0' WHERE ds = '2024-04-16 00:00:00'
|
||
2024-11-20 10:20:43,473 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-17 00:00:00', NHITS = '7446.2', Informer = '7378.36', LSTM = '7448.03', iTransformer = '7381.32', TSMixer = '7454.08', TSMixerx = '7369.86', PatchTST = '7440.14', RNN = '7500.86', GRU = '7526.87', TCN = '7516.48', BiTCN = '7420.73', DilatedRNN = '7502.13', MLP = '7377.72', DLinear = '7467.53', NLinear = '7480.13', TFT = '7386.93', StemGNN = '7332.3', MLPMultivariate = '7268.14', TiDE = '7470.71', DeepNPTS = '7356.98', y = '7497.5' WHERE ds = '2024-04-17 00:00:00'
|
||
2024-11-20 10:20:43,473 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-17 00:00:00', NHITS = '7446.2', Informer = '7378.36', LSTM = '7448.03', iTransformer = '7381.32', TSMixer = '7454.08', TSMixerx = '7369.86', PatchTST = '7440.14', RNN = '7500.86', GRU = '7526.87', TCN = '7516.48', BiTCN = '7420.73', DilatedRNN = '7502.13', MLP = '7377.72', DLinear = '7467.53', NLinear = '7480.13', TFT = '7386.93', StemGNN = '7332.3', MLPMultivariate = '7268.14', TiDE = '7470.71', DeepNPTS = '7356.98', y = '7497.5' WHERE ds = '2024-04-17 00:00:00'
|
||
2024-11-20 10:20:43,475 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-18 00:00:00', NHITS = '7457.83', Informer = '7363.61', LSTM = '7444.84', iTransformer = '7383.72', TSMixer = '7460.04', TSMixerx = '7373.79', PatchTST = '7419.24', RNN = '7500.61', GRU = '7521.25', TCN = '7508.95', BiTCN = '7418.34', DilatedRNN = '7495.19', MLP = '7396.12', DLinear = '7451.62', NLinear = '7494.75', TFT = '7389.4', StemGNN = '7335.15', MLPMultivariate = '7228.79', TiDE = '7474.29', DeepNPTS = '7391.17', y = '7497.5' WHERE ds = '2024-04-18 00:00:00'
|
||
2024-11-20 10:20:43,475 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-18 00:00:00', NHITS = '7457.83', Informer = '7363.61', LSTM = '7444.84', iTransformer = '7383.72', TSMixer = '7460.04', TSMixerx = '7373.79', PatchTST = '7419.24', RNN = '7500.61', GRU = '7521.25', TCN = '7508.95', BiTCN = '7418.34', DilatedRNN = '7495.19', MLP = '7396.12', DLinear = '7451.62', NLinear = '7494.75', TFT = '7389.4', StemGNN = '7335.15', MLPMultivariate = '7228.79', TiDE = '7474.29', DeepNPTS = '7391.17', y = '7497.5' WHERE ds = '2024-04-18 00:00:00'
|
||
2024-11-20 10:20:43,477 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-19 00:00:00', NHITS = '7469.48', Informer = '7391.86', LSTM = '7446.51', iTransformer = '7398.17', TSMixer = '7463.59', TSMixerx = '7377.7', PatchTST = '7399.12', RNN = '7494.52', GRU = '7524.0', TCN = '7505.1', BiTCN = '7416.04', DilatedRNN = '7489.72', MLP = '7404.43', DLinear = '7461.7', NLinear = '7489.8', TFT = '7391.95', StemGNN = '7339.46', MLPMultivariate = '7183.49', TiDE = '7469.89', DeepNPTS = '7418.57', y = '7527.5' WHERE ds = '2024-04-19 00:00:00'
|
||
2024-11-20 10:20:43,477 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-19 00:00:00', NHITS = '7469.48', Informer = '7391.86', LSTM = '7446.51', iTransformer = '7398.17', TSMixer = '7463.59', TSMixerx = '7377.7', PatchTST = '7399.12', RNN = '7494.52', GRU = '7524.0', TCN = '7505.1', BiTCN = '7416.04', DilatedRNN = '7489.72', MLP = '7404.43', DLinear = '7461.7', NLinear = '7489.8', TFT = '7391.95', StemGNN = '7339.46', MLPMultivariate = '7183.49', TiDE = '7469.89', DeepNPTS = '7418.57', y = '7527.5' WHERE ds = '2024-04-19 00:00:00'
|
||
2024-11-20 10:20:43,479 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-22 00:00:00', NHITS = '7496.98', Informer = '7406.58', LSTM = '7488.83', iTransformer = '7424.42', TSMixer = '7488.17', TSMixerx = '7396.38', PatchTST = '7437.13', RNN = '7540.59', GRU = '7567.34', TCN = '7522.83', BiTCN = '7419.43', DilatedRNN = '7523.84', MLP = '7447.05', DLinear = '7465.61', NLinear = '7533.4', TFT = '7406.44', StemGNN = '7344.58', MLPMultivariate = '7230.71', TiDE = '7495.75', DeepNPTS = '7421.88', y = '7527.5' WHERE ds = '2024-04-22 00:00:00'
|
||
2024-11-20 10:20:43,479 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-22 00:00:00', NHITS = '7496.98', Informer = '7406.58', LSTM = '7488.83', iTransformer = '7424.42', TSMixer = '7488.17', TSMixerx = '7396.38', PatchTST = '7437.13', RNN = '7540.59', GRU = '7567.34', TCN = '7522.83', BiTCN = '7419.43', DilatedRNN = '7523.84', MLP = '7447.05', DLinear = '7465.61', NLinear = '7533.4', TFT = '7406.44', StemGNN = '7344.58', MLPMultivariate = '7230.71', TiDE = '7495.75', DeepNPTS = '7421.88', y = '7527.5' WHERE ds = '2024-04-22 00:00:00'
|
||
2024-11-20 10:20:43,482 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-23 00:00:00', NHITS = '7500.82', Informer = '7452.72', LSTM = '7481.53', iTransformer = '7395.13', TSMixer = '7502.22', TSMixerx = '7423.83', PatchTST = '7450.05', RNN = '7529.01', GRU = '7554.42', TCN = '7525.62', BiTCN = '7422.18', DilatedRNN = '7519.67', MLP = '7474.19', DLinear = '7493.49', NLinear = '7518.56', TFT = '7409.24', StemGNN = '7349.08', MLPMultivariate = '7271.15', TiDE = '7508.02', DeepNPTS = '7407.19', y = '7510.0' WHERE ds = '2024-04-23 00:00:00'
|
||
2024-11-20 10:20:43,482 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-23 00:00:00', NHITS = '7500.82', Informer = '7452.72', LSTM = '7481.53', iTransformer = '7395.13', TSMixer = '7502.22', TSMixerx = '7423.83', PatchTST = '7450.05', RNN = '7529.01', GRU = '7554.42', TCN = '7525.62', BiTCN = '7422.18', DilatedRNN = '7519.67', MLP = '7474.19', DLinear = '7493.49', NLinear = '7518.56', TFT = '7409.24', StemGNN = '7349.08', MLPMultivariate = '7271.15', TiDE = '7508.02', DeepNPTS = '7407.19', y = '7510.0' WHERE ds = '2024-04-23 00:00:00'
|
||
2024-11-20 10:20:43,485 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-24 00:00:00', NHITS = '7497.27', Informer = '7500.77', LSTM = '7459.8', iTransformer = '7455.1', TSMixer = '7496.63', TSMixerx = '7431.4', PatchTST = '7476.97', RNN = '7509.26', GRU = '7532.07', TCN = '7519.69', BiTCN = '7425.21', DilatedRNN = '7500.56', MLP = '7480.36', DLinear = '7501.79', NLinear = '7492.2', TFT = '7399.97', StemGNN = '7354.25', MLPMultivariate = '7295.49', TiDE = '7501.93', DeepNPTS = '7410.32', y = '7487.5' WHERE ds = '2024-04-24 00:00:00'
|
||
2024-11-20 10:20:43,485 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-24 00:00:00', NHITS = '7497.27', Informer = '7500.77', LSTM = '7459.8', iTransformer = '7455.1', TSMixer = '7496.63', TSMixerx = '7431.4', PatchTST = '7476.97', RNN = '7509.26', GRU = '7532.07', TCN = '7519.69', BiTCN = '7425.21', DilatedRNN = '7500.56', MLP = '7480.36', DLinear = '7501.79', NLinear = '7492.2', TFT = '7399.97', StemGNN = '7354.25', MLPMultivariate = '7295.49', TiDE = '7501.93', DeepNPTS = '7410.32', y = '7487.5' WHERE ds = '2024-04-24 00:00:00'
|
||
2024-11-20 10:20:43,488 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-25 00:00:00', NHITS = '7494.2', Informer = '7521.97', LSTM = '7429.77', iTransformer = '7471.33', TSMixer = '7478.92', TSMixerx = '7441.51', PatchTST = '7488.24', RNN = '7489.95', GRU = '7505.15', TCN = '7494.85', BiTCN = '7433.35', DilatedRNN = '7474.95', MLP = '7478.76', DLinear = '7484.28', NLinear = '7477.99', TFT = '7392.8', StemGNN = '7358.79', MLPMultivariate = '7279.72', TiDE = '7481.18', DeepNPTS = '7420.67', y = '7487.5' WHERE ds = '2024-04-25 00:00:00'
|
||
2024-11-20 10:20:43,488 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-25 00:00:00', NHITS = '7494.2', Informer = '7521.97', LSTM = '7429.77', iTransformer = '7471.33', TSMixer = '7478.92', TSMixerx = '7441.51', PatchTST = '7488.24', RNN = '7489.95', GRU = '7505.15', TCN = '7494.85', BiTCN = '7433.35', DilatedRNN = '7474.95', MLP = '7478.76', DLinear = '7484.28', NLinear = '7477.99', TFT = '7392.8', StemGNN = '7358.79', MLPMultivariate = '7279.72', TiDE = '7481.18', DeepNPTS = '7420.67', y = '7487.5' WHERE ds = '2024-04-25 00:00:00'
|
||
2024-11-20 10:20:43,490 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-26 00:00:00', NHITS = '7487.55', Informer = '7493.94', LSTM = '7433.02', iTransformer = '7460.56', TSMixer = '7472.8', TSMixerx = '7448.11', PatchTST = '7513.83', RNN = '7482.12', GRU = '7512.5', TCN = '7489.62', BiTCN = '7445.96', DilatedRNN = '7481.97', MLP = '7489.84', DLinear = '7486.69', NLinear = '7476.71', TFT = '7395.86', StemGNN = '7361.77', MLPMultivariate = '7288.1', TiDE = '7477.9', DeepNPTS = '7450.74', y = '7502.5' WHERE ds = '2024-04-26 00:00:00'
|
||
2024-11-20 10:20:43,490 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-26 00:00:00', NHITS = '7487.55', Informer = '7493.94', LSTM = '7433.02', iTransformer = '7460.56', TSMixer = '7472.8', TSMixerx = '7448.11', PatchTST = '7513.83', RNN = '7482.12', GRU = '7512.5', TCN = '7489.62', BiTCN = '7445.96', DilatedRNN = '7481.97', MLP = '7489.84', DLinear = '7486.69', NLinear = '7476.71', TFT = '7395.86', StemGNN = '7361.77', MLPMultivariate = '7288.1', TiDE = '7477.9', DeepNPTS = '7450.74', y = '7502.5' WHERE ds = '2024-04-26 00:00:00'
|
||
2024-11-20 10:20:43,492 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-28 00:00:00', NHITS = '7492.31', Informer = '7527.77', LSTM = '7453.0', iTransformer = '7454.06', TSMixer = '7481.64', TSMixerx = '7470.31', PatchTST = '7526.84', RNN = '7501.31', GRU = '7531.63', TCN = '7497.66', BiTCN = '7466.42', DilatedRNN = '7499.28', MLP = '7485.05', DLinear = '7472.34', NLinear = '7496.09', TFT = '7403.69', StemGNN = '7365.99', MLPMultivariate = '7287.76', TiDE = '7486.34', DeepNPTS = '7491.89', y = '7527.5' WHERE ds = '2024-04-28 00:00:00'
|
||
2024-11-20 10:20:43,492 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-28 00:00:00', NHITS = '7492.31', Informer = '7527.77', LSTM = '7453.0', iTransformer = '7454.06', TSMixer = '7481.64', TSMixerx = '7470.31', PatchTST = '7526.84', RNN = '7501.31', GRU = '7531.63', TCN = '7497.66', BiTCN = '7466.42', DilatedRNN = '7499.28', MLP = '7485.05', DLinear = '7472.34', NLinear = '7496.09', TFT = '7403.69', StemGNN = '7365.99', MLPMultivariate = '7287.76', TiDE = '7486.34', DeepNPTS = '7491.89', y = '7527.5' WHERE ds = '2024-04-28 00:00:00'
|
||
2024-11-20 10:20:43,494 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-29 00:00:00', NHITS = '7498.57', Informer = '7548.47', LSTM = '7486.26', iTransformer = '7431.35', TSMixer = '7495.67', TSMixerx = '7531.22', PatchTST = '7528.19', RNN = '7533.16', GRU = '7564.23', TCN = '7521.28', BiTCN = '7480.11', DilatedRNN = '7535.52', MLP = '7457.69', DLinear = '7502.54', NLinear = '7512.45', TFT = '7415.22', StemGNN = '7369.91', MLPMultivariate = '7304.96', TiDE = '7503.48', DeepNPTS = '7512.67', y = '7537.5' WHERE ds = '2024-04-29 00:00:00'
|
||
2024-11-20 10:20:43,494 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-29 00:00:00', NHITS = '7498.57', Informer = '7548.47', LSTM = '7486.26', iTransformer = '7431.35', TSMixer = '7495.67', TSMixerx = '7531.22', PatchTST = '7528.19', RNN = '7533.16', GRU = '7564.23', TCN = '7521.28', BiTCN = '7480.11', DilatedRNN = '7535.52', MLP = '7457.69', DLinear = '7502.54', NLinear = '7512.45', TFT = '7415.22', StemGNN = '7369.91', MLPMultivariate = '7304.96', TiDE = '7503.48', DeepNPTS = '7512.67', y = '7537.5' WHERE ds = '2024-04-29 00:00:00'
|
||
2024-11-20 10:20:43,496 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-30 00:00:00', NHITS = '7495.75', Informer = '7592.61', LSTM = '7496.31', iTransformer = '7370.04', TSMixer = '7501.83', TSMixerx = '7521.1', PatchTST = '7525.03', RNN = '7545.76', GRU = '7570.16', TCN = '7542.07', BiTCN = '7482.28', DilatedRNN = '7551.96', MLP = '7438.24', DLinear = '7535.52', NLinear = '7529.03', TFT = '7422.59', StemGNN = '7374.53', MLPMultivariate = '7279.18', TiDE = '7509.82', DeepNPTS = '7520.88', y = '7532.5' WHERE ds = '2024-04-30 00:00:00'
|
||
2024-11-20 10:20:43,496 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-30 00:00:00', NHITS = '7495.75', Informer = '7592.61', LSTM = '7496.31', iTransformer = '7370.04', TSMixer = '7501.83', TSMixerx = '7521.1', PatchTST = '7525.03', RNN = '7545.76', GRU = '7570.16', TCN = '7542.07', BiTCN = '7482.28', DilatedRNN = '7551.96', MLP = '7438.24', DLinear = '7535.52', NLinear = '7529.03', TFT = '7422.59', StemGNN = '7374.53', MLPMultivariate = '7279.18', TiDE = '7509.82', DeepNPTS = '7520.88', y = '7532.5' WHERE ds = '2024-04-30 00:00:00'
|
||
2024-11-20 10:20:43,498 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-06 00:00:00', NHITS = '7486.98', Informer = '7575.81', LSTM = '7488.82', iTransformer = '7356.33', TSMixer = '7496.14', TSMixerx = '7475.81', PatchTST = '7510.93', RNN = '7539.36', GRU = '7560.82', TCN = '7539.02', BiTCN = '7472.66', DilatedRNN = '7538.92', MLP = '7425.33', DLinear = '7523.91', NLinear = '7531.51', TFT = '7425.09', StemGNN = '7380.07', MLPMultivariate = '7292.73', TiDE = '7510.87', DeepNPTS = '7504.35', y = '7502.5' WHERE ds = '2024-05-06 00:00:00'
|
||
2024-11-20 10:20:43,498 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-06 00:00:00', NHITS = '7486.98', Informer = '7575.81', LSTM = '7488.82', iTransformer = '7356.33', TSMixer = '7496.14', TSMixerx = '7475.81', PatchTST = '7510.93', RNN = '7539.36', GRU = '7560.82', TCN = '7539.02', BiTCN = '7472.66', DilatedRNN = '7538.92', MLP = '7425.33', DLinear = '7523.91', NLinear = '7531.51', TFT = '7425.09', StemGNN = '7380.07', MLPMultivariate = '7292.73', TiDE = '7510.87', DeepNPTS = '7504.35', y = '7502.5' WHERE ds = '2024-05-06 00:00:00'
|
||
2024-11-20 10:20:43,501 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-07 00:00:00', NHITS = '7459.47', Informer = '7522.92', LSTM = '7446.9', iTransformer = '7293.06', TSMixer = '7472.45', TSMixerx = '7416.02', PatchTST = '7473.61', RNN = '7500.68', GRU = '7517.77', TCN = '7513.82', BiTCN = '7461.0', DilatedRNN = '7495.62', MLP = '7401.71', DLinear = '7499.71', NLinear = '7493.95', TFT = '7423.25', StemGNN = '7385.97', MLPMultivariate = '7269.02', TiDE = '7482.75', DeepNPTS = '7427.8', y = '7475.0' WHERE ds = '2024-05-07 00:00:00'
|
||
2024-11-20 10:20:43,501 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-07 00:00:00', NHITS = '7459.47', Informer = '7522.92', LSTM = '7446.9', iTransformer = '7293.06', TSMixer = '7472.45', TSMixerx = '7416.02', PatchTST = '7473.61', RNN = '7500.68', GRU = '7517.77', TCN = '7513.82', BiTCN = '7461.0', DilatedRNN = '7495.62', MLP = '7401.71', DLinear = '7499.71', NLinear = '7493.95', TFT = '7423.25', StemGNN = '7385.97', MLPMultivariate = '7269.02', TiDE = '7482.75', DeepNPTS = '7427.8', y = '7475.0' WHERE ds = '2024-05-07 00:00:00'
|
||
2024-11-20 10:20:43,503 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-08 00:00:00', NHITS = '7452.1', Informer = '7498.92', LSTM = '7412.88', iTransformer = '7266.95', TSMixer = '7451.0', TSMixerx = '7393.7', PatchTST = '7456.99', RNN = '7466.12', GRU = '7491.15', TCN = '7492.59', BiTCN = '7451.26', DilatedRNN = '7466.67', MLP = '7400.62', DLinear = '7459.54', NLinear = '7476.41', TFT = '7422.86', StemGNN = '7391.94', MLPMultivariate = '7251.08', TiDE = '7457.2', DeepNPTS = '7413.32', y = '7512.5' WHERE ds = '2024-05-08 00:00:00'
|
||
2024-11-20 10:20:43,503 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-08 00:00:00', NHITS = '7452.1', Informer = '7498.92', LSTM = '7412.88', iTransformer = '7266.95', TSMixer = '7451.0', TSMixerx = '7393.7', PatchTST = '7456.99', RNN = '7466.12', GRU = '7491.15', TCN = '7492.59', BiTCN = '7451.26', DilatedRNN = '7466.67', MLP = '7400.62', DLinear = '7459.54', NLinear = '7476.41', TFT = '7422.86', StemGNN = '7391.94', MLPMultivariate = '7251.08', TiDE = '7457.2', DeepNPTS = '7413.32', y = '7512.5' WHERE ds = '2024-05-08 00:00:00'
|
||
2024-11-20 10:20:43,507 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-09 00:00:00', NHITS = '7507.17', Informer = '7481.83', LSTM = '7470.25', iTransformer = '7276.28', TSMixer = '7474.45', TSMixerx = '7402.05', PatchTST = '7487.83', RNN = '7516.03', GRU = '7551.66', TCN = '7514.2', BiTCN = '7457.1', DilatedRNN = '7515.92', MLP = '7427.3', DLinear = '7461.2', NLinear = '7499.92', TFT = '7434.42', StemGNN = '7398.46', MLPMultivariate = '7258.22', TiDE = '7479.38', DeepNPTS = '7489.75', y = '7505.0' WHERE ds = '2024-05-09 00:00:00'
|
||
2024-11-20 10:20:43,507 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-09 00:00:00', NHITS = '7507.17', Informer = '7481.83', LSTM = '7470.25', iTransformer = '7276.28', TSMixer = '7474.45', TSMixerx = '7402.05', PatchTST = '7487.83', RNN = '7516.03', GRU = '7551.66', TCN = '7514.2', BiTCN = '7457.1', DilatedRNN = '7515.92', MLP = '7427.3', DLinear = '7461.2', NLinear = '7499.92', TFT = '7434.42', StemGNN = '7398.46', MLPMultivariate = '7258.22', TiDE = '7479.38', DeepNPTS = '7489.75', y = '7505.0' WHERE ds = '2024-05-09 00:00:00'
|
||
2024-11-20 10:20:43,519 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-10 00:00:00', NHITS = '7513.2', Informer = '7490.87', LSTM = '7449.28', iTransformer = '7300.66', TSMixer = '7485.6', TSMixerx = '7421.4', PatchTST = '7469.69', RNN = '7498.91', GRU = '7523.2', TCN = '7512.77', BiTCN = '7449.59', DilatedRNN = '7501.96', MLP = '7431.21', DLinear = '7468.93', NLinear = '7501.23', TFT = '7437.45', StemGNN = '7405.6', MLPMultivariate = '7252.87', TiDE = '7475.75', DeepNPTS = '7494.29', y = '7477.5' WHERE ds = '2024-05-10 00:00:00'
|
||
2024-11-20 10:20:43,519 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-10 00:00:00', NHITS = '7513.2', Informer = '7490.87', LSTM = '7449.28', iTransformer = '7300.66', TSMixer = '7485.6', TSMixerx = '7421.4', PatchTST = '7469.69', RNN = '7498.91', GRU = '7523.2', TCN = '7512.77', BiTCN = '7449.59', DilatedRNN = '7501.96', MLP = '7431.21', DLinear = '7468.93', NLinear = '7501.23', TFT = '7437.45', StemGNN = '7405.6', MLPMultivariate = '7252.87', TiDE = '7475.75', DeepNPTS = '7494.29', y = '7477.5' WHERE ds = '2024-05-10 00:00:00'
|
||
2024-11-20 10:20:43,525 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-11 00:00:00', NHITS = '7483.99', Informer = '7472.65', LSTM = '7416.67', iTransformer = '7318.22', TSMixer = '7474.62', TSMixerx = '7444.24', PatchTST = '7451.12', RNN = '7474.21', GRU = '7495.17', TCN = '7500.56', BiTCN = '7435.79', DilatedRNN = '7469.77', MLP = '7434.19', DLinear = '7468.85', NLinear = '7475.62', TFT = '7438.88', StemGNN = '7412.61', MLPMultivariate = '7258.36', TiDE = '7463.97', DeepNPTS = '7463.24', y = '7475.0' WHERE ds = '2024-05-11 00:00:00'
|
||
2024-11-20 10:20:43,525 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-11 00:00:00', NHITS = '7483.99', Informer = '7472.65', LSTM = '7416.67', iTransformer = '7318.22', TSMixer = '7474.62', TSMixerx = '7444.24', PatchTST = '7451.12', RNN = '7474.21', GRU = '7495.17', TCN = '7500.56', BiTCN = '7435.79', DilatedRNN = '7469.77', MLP = '7434.19', DLinear = '7468.85', NLinear = '7475.62', TFT = '7438.88', StemGNN = '7412.61', MLPMultivariate = '7258.36', TiDE = '7463.97', DeepNPTS = '7463.24', y = '7475.0' WHERE ds = '2024-05-11 00:00:00'
|
||
2024-11-20 10:20:43,529 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-13 00:00:00', NHITS = '7492.02', Informer = '7469.96', LSTM = '7417.52', iTransformer = '7332.23', TSMixer = '7473.29', TSMixerx = '7459.2', PatchTST = '7460.44', RNN = '7485.61', GRU = '7499.11', TCN = '7486.36', BiTCN = '7435.56', DilatedRNN = '7462.95', MLP = '7449.81', DLinear = '7487.18', NLinear = '7477.07', TFT = '7448.36', StemGNN = '7419.8', MLPMultivariate = '7278.9', TiDE = '7470.81', DeepNPTS = '7462.39', y = '7485.0' WHERE ds = '2024-05-13 00:00:00'
|
||
2024-11-20 10:20:43,529 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-13 00:00:00', NHITS = '7492.02', Informer = '7469.96', LSTM = '7417.52', iTransformer = '7332.23', TSMixer = '7473.29', TSMixerx = '7459.2', PatchTST = '7460.44', RNN = '7485.61', GRU = '7499.11', TCN = '7486.36', BiTCN = '7435.56', DilatedRNN = '7462.95', MLP = '7449.81', DLinear = '7487.18', NLinear = '7477.07', TFT = '7448.36', StemGNN = '7419.8', MLPMultivariate = '7278.9', TiDE = '7470.81', DeepNPTS = '7462.39', y = '7485.0' WHERE ds = '2024-05-13 00:00:00'
|
||
2024-11-20 10:20:43,545 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-14 00:00:00', NHITS = '7485.84', Informer = '7471.29', LSTM = '7430.62', iTransformer = '7342.64', TSMixer = '7479.87', TSMixerx = '7489.41', PatchTST = '7462.96', RNN = '7479.66', GRU = '7511.71', TCN = '7483.63', BiTCN = '7457.97', DilatedRNN = '7468.02', MLP = '7482.82', DLinear = '7489.58', NLinear = '7495.8', TFT = '7450.75', StemGNN = '7428.02', MLPMultivariate = '7325.6', TiDE = '7475.31', DeepNPTS = '7470.97', y = '7507.5' WHERE ds = '2024-05-14 00:00:00'
|
||
2024-11-20 10:20:43,545 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-14 00:00:00', NHITS = '7485.84', Informer = '7471.29', LSTM = '7430.62', iTransformer = '7342.64', TSMixer = '7479.87', TSMixerx = '7489.41', PatchTST = '7462.96', RNN = '7479.66', GRU = '7511.71', TCN = '7483.63', BiTCN = '7457.97', DilatedRNN = '7468.02', MLP = '7482.82', DLinear = '7489.58', NLinear = '7495.8', TFT = '7450.75', StemGNN = '7428.02', MLPMultivariate = '7325.6', TiDE = '7475.31', DeepNPTS = '7470.97', y = '7507.5' WHERE ds = '2024-05-14 00:00:00'
|
||
2024-11-20 10:20:43,548 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-15 00:00:00', NHITS = '7494.66', Informer = '7527.76', LSTM = '7462.12', iTransformer = '7357.79', TSMixer = '7498.05', TSMixerx = '7496.8', PatchTST = '7487.66', RNN = '7508.05', GRU = '7541.39', TCN = '7503.29', BiTCN = '7486.74', DilatedRNN = '7493.37', MLP = '7518.69', DLinear = '7500.46', NLinear = '7501.49', TFT = '7471.96', StemGNN = '7432.85', MLPMultivariate = '7329.11', TiDE = '7495.48', DeepNPTS = '7474.04', y = '7510.0' WHERE ds = '2024-05-15 00:00:00'
|
||
2024-11-20 10:20:43,548 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-15 00:00:00', NHITS = '7494.66', Informer = '7527.76', LSTM = '7462.12', iTransformer = '7357.79', TSMixer = '7498.05', TSMixerx = '7496.8', PatchTST = '7487.66', RNN = '7508.05', GRU = '7541.39', TCN = '7503.29', BiTCN = '7486.74', DilatedRNN = '7493.37', MLP = '7518.69', DLinear = '7500.46', NLinear = '7501.49', TFT = '7471.96', StemGNN = '7432.85', MLPMultivariate = '7329.11', TiDE = '7495.48', DeepNPTS = '7474.04', y = '7510.0' WHERE ds = '2024-05-15 00:00:00'
|
||
2024-11-20 10:20:43,553 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-16 00:00:00', NHITS = '7486.32', Informer = '7547.16', LSTM = '7461.93', iTransformer = '7375.92', TSMixer = '7505.98', TSMixerx = '7500.59', PatchTST = '7506.94', RNN = '7517.17', GRU = '7536.9', TCN = '7516.66', BiTCN = '7504.73', DilatedRNN = '7500.54', MLP = '7524.96', DLinear = '7515.96', NLinear = '7497.25', TFT = '7475.93', StemGNN = '7436.31', MLPMultivariate = '7369.26', TiDE = '7509.39', DeepNPTS = '7487.81', y = '7525.0' WHERE ds = '2024-05-16 00:00:00'
|
||
2024-11-20 10:20:43,553 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-16 00:00:00', NHITS = '7486.32', Informer = '7547.16', LSTM = '7461.93', iTransformer = '7375.92', TSMixer = '7505.98', TSMixerx = '7500.59', PatchTST = '7506.94', RNN = '7517.17', GRU = '7536.9', TCN = '7516.66', BiTCN = '7504.73', DilatedRNN = '7500.54', MLP = '7524.96', DLinear = '7515.96', NLinear = '7497.25', TFT = '7475.93', StemGNN = '7436.31', MLPMultivariate = '7369.26', TiDE = '7509.39', DeepNPTS = '7487.81', y = '7525.0' WHERE ds = '2024-05-16 00:00:00'
|
||
2024-11-20 10:20:43,556 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-17 00:00:00', NHITS = '7495.27', Informer = '7547.66', LSTM = '7484.75', iTransformer = '7363.66', TSMixer = '7512.85', TSMixerx = '7512.16', PatchTST = '7527.19', RNN = '7534.39', GRU = '7561.08', TCN = '7537.95', BiTCN = '7517.79', DilatedRNN = '7529.81', MLP = '7511.87', DLinear = '7526.4', NLinear = '7519.39', TFT = '7487.89', StemGNN = '7438.31', MLPMultivariate = '7337.0', TiDE = '7520.01', DeepNPTS = '7495.98', y = '7587.5' WHERE ds = '2024-05-17 00:00:00'
|
||
2024-11-20 10:20:43,556 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-17 00:00:00', NHITS = '7495.27', Informer = '7547.66', LSTM = '7484.75', iTransformer = '7363.66', TSMixer = '7512.85', TSMixerx = '7512.16', PatchTST = '7527.19', RNN = '7534.39', GRU = '7561.08', TCN = '7537.95', BiTCN = '7517.79', DilatedRNN = '7529.81', MLP = '7511.87', DLinear = '7526.4', NLinear = '7519.39', TFT = '7487.89', StemGNN = '7438.31', MLPMultivariate = '7337.0', TiDE = '7520.01', DeepNPTS = '7495.98', y = '7587.5' WHERE ds = '2024-05-17 00:00:00'
|
||
2024-11-20 10:20:43,560 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-20 00:00:00', NHITS = '7560.91', Informer = '7627.52', LSTM = '7571.38', iTransformer = '7382.25', TSMixer = '7551.36', TSMixerx = '7540.14', PatchTST = '7599.44', RNN = '7615.53', GRU = '7644.78', TCN = '7640.54', BiTCN = '7541.9', DilatedRNN = '7609.56', MLP = '7537.17', DLinear = '7538.88', NLinear = '7591.33', TFT = '7608.87', StemGNN = '7440.06', MLPMultivariate = '7344.79', TiDE = '7572.66', DeepNPTS = '7580.6', y = '7670.0' WHERE ds = '2024-05-20 00:00:00'
|
||
2024-11-20 10:20:43,560 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-20 00:00:00', NHITS = '7560.91', Informer = '7627.52', LSTM = '7571.38', iTransformer = '7382.25', TSMixer = '7551.36', TSMixerx = '7540.14', PatchTST = '7599.44', RNN = '7615.53', GRU = '7644.78', TCN = '7640.54', BiTCN = '7541.9', DilatedRNN = '7609.56', MLP = '7537.17', DLinear = '7538.88', NLinear = '7591.33', TFT = '7608.87', StemGNN = '7440.06', MLPMultivariate = '7344.79', TiDE = '7572.66', DeepNPTS = '7580.6', y = '7670.0' WHERE ds = '2024-05-20 00:00:00'
|
||
2024-11-20 10:20:43,563 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-21 00:00:00', NHITS = '7658.46', Informer = '7702.18', LSTM = '7684.89', iTransformer = '7412.29', TSMixer = '7615.56', TSMixerx = '7572.75', PatchTST = '7679.05', RNN = '7723.06', GRU = '7740.26', TCN = '7767.59', BiTCN = '7554.82', DilatedRNN = '7719.04', MLP = '7600.38', DLinear = '7599.58', NLinear = '7671.84', TFT = '7656.84', StemGNN = '7442.83', MLPMultivariate = '7387.49', TiDE = '7645.65', DeepNPTS = '7667.59', y = '7677.5' WHERE ds = '2024-05-21 00:00:00'
|
||
2024-11-20 10:20:43,563 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-21 00:00:00', NHITS = '7658.46', Informer = '7702.18', LSTM = '7684.89', iTransformer = '7412.29', TSMixer = '7615.56', TSMixerx = '7572.75', PatchTST = '7679.05', RNN = '7723.06', GRU = '7740.26', TCN = '7767.59', BiTCN = '7554.82', DilatedRNN = '7719.04', MLP = '7600.38', DLinear = '7599.58', NLinear = '7671.84', TFT = '7656.84', StemGNN = '7442.83', MLPMultivariate = '7387.49', TiDE = '7645.65', DeepNPTS = '7667.59', y = '7677.5' WHERE ds = '2024-05-21 00:00:00'
|
||
2024-11-20 10:20:43,567 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-22 00:00:00', NHITS = '7658.66', Informer = '7694.97', LSTM = '7674.66', iTransformer = '7429.14', TSMixer = '7638.08', TSMixerx = '7568.24', PatchTST = '7632.54', RNN = '7712.51', GRU = '7717.9', TCN = '7771.7', BiTCN = '7542.16', DilatedRNN = '7724.91', MLP = '7588.67', DLinear = '7629.96', NLinear = '7679.33', TFT = '7656.76', StemGNN = '7446.85', MLPMultivariate = '7412.06', TiDE = '7659.85', DeepNPTS = '7672.34', y = '7677.5' WHERE ds = '2024-05-22 00:00:00'
|
||
2024-11-20 10:20:43,567 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-22 00:00:00', NHITS = '7658.66', Informer = '7694.97', LSTM = '7674.66', iTransformer = '7429.14', TSMixer = '7638.08', TSMixerx = '7568.24', PatchTST = '7632.54', RNN = '7712.51', GRU = '7717.9', TCN = '7771.7', BiTCN = '7542.16', DilatedRNN = '7724.91', MLP = '7588.67', DLinear = '7629.96', NLinear = '7679.33', TFT = '7656.76', StemGNN = '7446.85', MLPMultivariate = '7412.06', TiDE = '7659.85', DeepNPTS = '7672.34', y = '7677.5' WHERE ds = '2024-05-22 00:00:00'
|
||
2024-11-20 10:20:43,571 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-23 00:00:00', NHITS = '7642.4', Informer = '7676.73', LSTM = '7676.06', iTransformer = '7435.77', TSMixer = '7634.23', TSMixerx = '7552.03', PatchTST = '7612.69', RNN = '7712.66', GRU = '7718.55', TCN = '7767.44', BiTCN = '7536.28', DilatedRNN = '7722.24', MLP = '7566.67', DLinear = '7651.84', NLinear = '7671.41', TFT = '7581.26', StemGNN = '7452.62', MLPMultivariate = '7439.62', TiDE = '7656.34', DeepNPTS = '7653.24', y = '7645.0' WHERE ds = '2024-05-23 00:00:00'
|
||
2024-11-20 10:20:43,571 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-23 00:00:00', NHITS = '7642.4', Informer = '7676.73', LSTM = '7676.06', iTransformer = '7435.77', TSMixer = '7634.23', TSMixerx = '7552.03', PatchTST = '7612.69', RNN = '7712.66', GRU = '7718.55', TCN = '7767.44', BiTCN = '7536.28', DilatedRNN = '7722.24', MLP = '7566.67', DLinear = '7651.84', NLinear = '7671.41', TFT = '7581.26', StemGNN = '7452.62', MLPMultivariate = '7439.62', TiDE = '7656.34', DeepNPTS = '7653.24', y = '7645.0' WHERE ds = '2024-05-23 00:00:00'
|
||
2024-11-20 10:20:43,575 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-24 00:00:00', NHITS = '7609.85', Informer = '7677.56', LSTM = '7617.06', iTransformer = '7413.75', TSMixer = '7605.9', TSMixerx = '7513.65', PatchTST = '7579.41', RNN = '7654.46', GRU = '7660.86', TCN = '7738.27', BiTCN = '7534.54', DilatedRNN = '7674.64', MLP = '7539.22', DLinear = '7650.42', NLinear = '7640.53', TFT = '7529.25', StemGNN = '7459.19', MLPMultivariate = '7459.08', TiDE = '7620.13', DeepNPTS = '7598.74', y = '7630.0' WHERE ds = '2024-05-24 00:00:00'
|
||
2024-11-20 10:20:43,575 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-24 00:00:00', NHITS = '7609.85', Informer = '7677.56', LSTM = '7617.06', iTransformer = '7413.75', TSMixer = '7605.9', TSMixerx = '7513.65', PatchTST = '7579.41', RNN = '7654.46', GRU = '7660.86', TCN = '7738.27', BiTCN = '7534.54', DilatedRNN = '7674.64', MLP = '7539.22', DLinear = '7650.42', NLinear = '7640.53', TFT = '7529.25', StemGNN = '7459.19', MLPMultivariate = '7459.08', TiDE = '7620.13', DeepNPTS = '7598.74', y = '7630.0' WHERE ds = '2024-05-24 00:00:00'
|
||
2024-11-20 10:20:43,579 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-27 00:00:00', NHITS = '7602.61', Informer = '7604.74', LSTM = '7602.11', iTransformer = '7442.68', TSMixer = '7591.02', TSMixerx = '7509.58', PatchTST = '7585.75', RNN = '7619.81', GRU = '7655.25', TCN = '7679.82', BiTCN = '7535.6', DilatedRNN = '7648.6', MLP = '7529.26', DLinear = '7610.52', NLinear = '7622.08', TFT = '7536.4', StemGNN = '7467.0', MLPMultivariate = '7448.39', TiDE = '7606.81', DeepNPTS = '7607.49', y = '7650.0' WHERE ds = '2024-05-27 00:00:00'
|
||
2024-11-20 10:20:43,579 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-27 00:00:00', NHITS = '7602.61', Informer = '7604.74', LSTM = '7602.11', iTransformer = '7442.68', TSMixer = '7591.02', TSMixerx = '7509.58', PatchTST = '7585.75', RNN = '7619.81', GRU = '7655.25', TCN = '7679.82', BiTCN = '7535.6', DilatedRNN = '7648.6', MLP = '7529.26', DLinear = '7610.52', NLinear = '7622.08', TFT = '7536.4', StemGNN = '7467.0', MLPMultivariate = '7448.39', TiDE = '7606.81', DeepNPTS = '7607.49', y = '7650.0' WHERE ds = '2024-05-27 00:00:00'
|
||
2024-11-20 10:20:43,584 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-28 00:00:00', NHITS = '7621.53', Informer = '7579.11', LSTM = '7632.67', iTransformer = '7460.22', TSMixer = '7604.76', TSMixerx = '7536.8', PatchTST = '7604.37', RNN = '7666.65', GRU = '7688.61', TCN = '7713.19', BiTCN = '7536.61', DilatedRNN = '7676.49', MLP = '7535.3', DLinear = '7602.96', NLinear = '7628.69', TFT = '7561.36', StemGNN = '7475.23', MLPMultivariate = '7472.05', TiDE = '7623.2', DeepNPTS = '7637.36', y = '7690.0' WHERE ds = '2024-05-28 00:00:00'
|
||
2024-11-20 10:20:43,584 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-28 00:00:00', NHITS = '7621.53', Informer = '7579.11', LSTM = '7632.67', iTransformer = '7460.22', TSMixer = '7604.76', TSMixerx = '7536.8', PatchTST = '7604.37', RNN = '7666.65', GRU = '7688.61', TCN = '7713.19', BiTCN = '7536.61', DilatedRNN = '7676.49', MLP = '7535.3', DLinear = '7602.96', NLinear = '7628.69', TFT = '7561.36', StemGNN = '7475.23', MLPMultivariate = '7472.05', TiDE = '7623.2', DeepNPTS = '7637.36', y = '7690.0' WHERE ds = '2024-05-28 00:00:00'
|
||
2024-11-20 10:20:43,588 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-29 00:00:00', NHITS = '7660.31', Informer = '7564.95', LSTM = '7690.2', iTransformer = '7542.13', TSMixer = '7642.38', TSMixerx = '7556.52', PatchTST = '7635.98', RNN = '7722.5', GRU = '7740.62', TCN = '7758.82', BiTCN = '7553.88', DilatedRNN = '7726.35', MLP = '7564.89', DLinear = '7633.76', NLinear = '7662.29', TFT = '7584.71', StemGNN = '7483.88', MLPMultivariate = '7537.41', TiDE = '7655.15', DeepNPTS = '7643.97', y = '7690.0' WHERE ds = '2024-05-29 00:00:00'
|
||
2024-11-20 10:20:43,588 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-29 00:00:00', NHITS = '7660.31', Informer = '7564.95', LSTM = '7690.2', iTransformer = '7542.13', TSMixer = '7642.38', TSMixerx = '7556.52', PatchTST = '7635.98', RNN = '7722.5', GRU = '7740.62', TCN = '7758.82', BiTCN = '7553.88', DilatedRNN = '7726.35', MLP = '7564.89', DLinear = '7633.76', NLinear = '7662.29', TFT = '7584.71', StemGNN = '7483.88', MLPMultivariate = '7537.41', TiDE = '7655.15', DeepNPTS = '7643.97', y = '7690.0' WHERE ds = '2024-05-29 00:00:00'
|
||
2024-11-20 10:20:43,594 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-30 00:00:00', NHITS = '7659.5', Informer = '7553.99', LSTM = '7679.95', iTransformer = '7592.99', TSMixer = '7652.8', TSMixerx = '7541.2', PatchTST = '7625.44', RNN = '7716.96', GRU = '7723.41', TCN = '7779.81', BiTCN = '7572.33', DilatedRNN = '7718.33', MLP = '7566.44', DLinear = '7647.5', NLinear = '7675.07', TFT = '7605.57', StemGNN = '7492.21', MLPMultivariate = '7596.18', TiDE = '7666.5', DeepNPTS = '7566.29', y = '7716.67' WHERE ds = '2024-05-30 00:00:00'
|
||
2024-11-20 10:20:43,594 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-30 00:00:00', NHITS = '7659.5', Informer = '7553.99', LSTM = '7679.95', iTransformer = '7592.99', TSMixer = '7652.8', TSMixerx = '7541.2', PatchTST = '7625.44', RNN = '7716.96', GRU = '7723.41', TCN = '7779.81', BiTCN = '7572.33', DilatedRNN = '7718.33', MLP = '7566.44', DLinear = '7647.5', NLinear = '7675.07', TFT = '7605.57', StemGNN = '7492.21', MLPMultivariate = '7596.18', TiDE = '7666.5', DeepNPTS = '7566.29', y = '7716.67' WHERE ds = '2024-05-30 00:00:00'
|
||
2024-11-20 10:20:43,604 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-31 00:00:00', NHITS = '7676.04', Informer = '7592.94', LSTM = '7721.02', iTransformer = '7620.88', TSMixer = '7669.84', TSMixerx = '7558.63', PatchTST = '7640.45', RNN = '7755.05', GRU = '7767.45', TCN = '7825.41', BiTCN = '7589.97', DilatedRNN = '7745.55', MLP = '7604.26', DLinear = '7679.07', NLinear = '7714.9', TFT = '7641.48', StemGNN = '7499.87', MLPMultivariate = '7620.5', TiDE = '7694.39', DeepNPTS = '7561.95', y = '7740.0' WHERE ds = '2024-05-31 00:00:00'
|
||
2024-11-20 10:20:43,604 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-31 00:00:00', NHITS = '7676.04', Informer = '7592.94', LSTM = '7721.02', iTransformer = '7620.88', TSMixer = '7669.84', TSMixerx = '7558.63', PatchTST = '7640.45', RNN = '7755.05', GRU = '7767.45', TCN = '7825.41', BiTCN = '7589.97', DilatedRNN = '7745.55', MLP = '7604.26', DLinear = '7679.07', NLinear = '7714.9', TFT = '7641.48', StemGNN = '7499.87', MLPMultivariate = '7620.5', TiDE = '7694.39', DeepNPTS = '7561.95', y = '7740.0' WHERE ds = '2024-05-31 00:00:00'
|
||
2024-11-20 10:20:43,608 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-03 00:00:00', NHITS = '7690.19', Informer = '7602.5', LSTM = '7744.59', iTransformer = '7643.27', TSMixer = '7692.21', TSMixerx = '7576.14', PatchTST = '7643.83', RNN = '7774.9', GRU = '7783.75', TCN = '7838.53', BiTCN = '7598.89', DilatedRNN = '7768.8', MLP = '7652.97', DLinear = '7688.61', NLinear = '7744.76', TFT = '7658.11', StemGNN = '7507.05', MLPMultivariate = '7660.01', TiDE = '7713.29', DeepNPTS = '7635.55', y = '7720.0' WHERE ds = '2024-06-03 00:00:00'
|
||
2024-11-20 10:20:43,608 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-03 00:00:00', NHITS = '7690.19', Informer = '7602.5', LSTM = '7744.59', iTransformer = '7643.27', TSMixer = '7692.21', TSMixerx = '7576.14', PatchTST = '7643.83', RNN = '7774.9', GRU = '7783.75', TCN = '7838.53', BiTCN = '7598.89', DilatedRNN = '7768.8', MLP = '7652.97', DLinear = '7688.61', NLinear = '7744.76', TFT = '7658.11', StemGNN = '7507.05', MLPMultivariate = '7660.01', TiDE = '7713.29', DeepNPTS = '7635.55', y = '7720.0' WHERE ds = '2024-06-03 00:00:00'
|
||
2024-11-20 10:20:43,622 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-04 00:00:00', NHITS = '7676.58', Informer = '7604.72', LSTM = '7709.75', iTransformer = '7625.74', TSMixer = '7686.42', TSMixerx = '7586.88', PatchTST = '7633.54', RNN = '7732.22', GRU = '7745.49', TCN = '7822.4', BiTCN = '7601.66', DilatedRNN = '7739.83', MLP = '7638.93', DLinear = '7670.32', NLinear = '7704.17', TFT = '7640.85', StemGNN = '7512.9', MLPMultivariate = '7624.79', TiDE = '7702.71', DeepNPTS = '7650.31', y = '7650.0' WHERE ds = '2024-06-04 00:00:00'
|
||
2024-11-20 10:20:43,622 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-04 00:00:00', NHITS = '7676.58', Informer = '7604.72', LSTM = '7709.75', iTransformer = '7625.74', TSMixer = '7686.42', TSMixerx = '7586.88', PatchTST = '7633.54', RNN = '7732.22', GRU = '7745.49', TCN = '7822.4', BiTCN = '7601.66', DilatedRNN = '7739.83', MLP = '7638.93', DLinear = '7670.32', NLinear = '7704.17', TFT = '7640.85', StemGNN = '7512.9', MLPMultivariate = '7624.79', TiDE = '7702.71', DeepNPTS = '7650.31', y = '7650.0' WHERE ds = '2024-06-04 00:00:00'
|
||
2024-11-20 10:20:43,625 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-05 00:00:00', NHITS = '7617.42', Informer = '7585.56', LSTM = '7608.16', iTransformer = '7521.1', TSMixer = '7636.97', TSMixerx = '7592.04', PatchTST = '7619.76', RNN = '7642.54', GRU = '7645.94', TCN = '7710.69', BiTCN = '7592.1', DilatedRNN = '7655.94', MLP = '7600.55', DLinear = '7656.55', NLinear = '7622.66', TFT = '7582.8', StemGNN = '7516.58', MLPMultivariate = '7580.1', TiDE = '7640.7', DeepNPTS = '7558.49', y = '7620.0' WHERE ds = '2024-06-05 00:00:00'
|
||
2024-11-20 10:20:43,625 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-05 00:00:00', NHITS = '7617.42', Informer = '7585.56', LSTM = '7608.16', iTransformer = '7521.1', TSMixer = '7636.97', TSMixerx = '7592.04', PatchTST = '7619.76', RNN = '7642.54', GRU = '7645.94', TCN = '7710.69', BiTCN = '7592.1', DilatedRNN = '7655.94', MLP = '7600.55', DLinear = '7656.55', NLinear = '7622.66', TFT = '7582.8', StemGNN = '7516.58', MLPMultivariate = '7580.1', TiDE = '7640.7', DeepNPTS = '7558.49', y = '7620.0' WHERE ds = '2024-06-05 00:00:00'
|
||
2024-11-20 10:20:43,627 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-06 00:00:00', NHITS = '7627.55', Informer = '7601.65', LSTM = '7581.97', iTransformer = '7498.69', TSMixer = '7602.71', TSMixerx = '7600.4', PatchTST = '7617.53', RNN = '7613.13', GRU = '7635.79', TCN = '7570.58', BiTCN = '7579.57', DilatedRNN = '7631.12', MLP = '7591.91', DLinear = '7629.57', NLinear = '7600.04', TFT = '7577.28', StemGNN = '7519.33', MLPMultivariate = '7549.89', TiDE = '7594.44', DeepNPTS = '7584.87', y = '7600.0' WHERE ds = '2024-06-06 00:00:00'
|
||
2024-11-20 10:20:43,627 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-06 00:00:00', NHITS = '7627.55', Informer = '7601.65', LSTM = '7581.97', iTransformer = '7498.69', TSMixer = '7602.71', TSMixerx = '7600.4', PatchTST = '7617.53', RNN = '7613.13', GRU = '7635.79', TCN = '7570.58', BiTCN = '7579.57', DilatedRNN = '7631.12', MLP = '7591.91', DLinear = '7629.57', NLinear = '7600.04', TFT = '7577.28', StemGNN = '7519.33', MLPMultivariate = '7549.89', TiDE = '7594.44', DeepNPTS = '7584.87', y = '7600.0' WHERE ds = '2024-06-06 00:00:00'
|
||
2024-11-20 10:20:43,629 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-07 00:00:00', NHITS = '7620.12', Informer = '7576.07', LSTM = '7555.8', iTransformer = '7496.98', TSMixer = '7587.86', TSMixerx = '7584.3', PatchTST = '7616.1', RNN = '7584.17', GRU = '7614.55', TCN = '7535.23', BiTCN = '7568.33', DilatedRNN = '7605.75', MLP = '7595.99', DLinear = '7578.05', NLinear = '7587.0', TFT = '7574.39', StemGNN = '7522.1', MLPMultivariate = '7512.69', TiDE = '7578.68', DeepNPTS = '7597.59', y = '7606.67' WHERE ds = '2024-06-07 00:00:00'
|
||
2024-11-20 10:20:43,629 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-07 00:00:00', NHITS = '7620.12', Informer = '7576.07', LSTM = '7555.8', iTransformer = '7496.98', TSMixer = '7587.86', TSMixerx = '7584.3', PatchTST = '7616.1', RNN = '7584.17', GRU = '7614.55', TCN = '7535.23', BiTCN = '7568.33', DilatedRNN = '7605.75', MLP = '7595.99', DLinear = '7578.05', NLinear = '7587.0', TFT = '7574.39', StemGNN = '7522.1', MLPMultivariate = '7512.69', TiDE = '7578.68', DeepNPTS = '7597.59', y = '7606.67' WHERE ds = '2024-06-07 00:00:00'
|
||
2024-11-20 10:20:43,632 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-11 00:00:00', NHITS = '7615.42', Informer = '7561.42', LSTM = '7572.2', iTransformer = '7494.23', TSMixer = '7592.89', TSMixerx = '7608.43', PatchTST = '7623.98', RNN = '7598.93', GRU = '7636.73', TCN = '7560.02', BiTCN = '7573.55', DilatedRNN = '7615.37', MLP = '7596.81', DLinear = '7575.98', NLinear = '7597.5', TFT = '7578.83', StemGNN = '7525.05', MLPMultivariate = '7527.02', TiDE = '7589.47', DeepNPTS = '7608.48', y = '7620.0' WHERE ds = '2024-06-11 00:00:00'
|
||
2024-11-20 10:20:43,632 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-11 00:00:00', NHITS = '7615.42', Informer = '7561.42', LSTM = '7572.2', iTransformer = '7494.23', TSMixer = '7592.89', TSMixerx = '7608.43', PatchTST = '7623.98', RNN = '7598.93', GRU = '7636.73', TCN = '7560.02', BiTCN = '7573.55', DilatedRNN = '7615.37', MLP = '7596.81', DLinear = '7575.98', NLinear = '7597.5', TFT = '7578.83', StemGNN = '7525.05', MLPMultivariate = '7527.02', TiDE = '7589.47', DeepNPTS = '7608.48', y = '7620.0' WHERE ds = '2024-06-11 00:00:00'
|
||
2024-11-20 10:20:43,635 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-12 00:00:00', NHITS = '7611.62', Informer = '7553.93', LSTM = '7591.31', iTransformer = '7496.85', TSMixer = '7606.43', TSMixerx = '7639.72', PatchTST = '7624.18', RNN = '7636.33', GRU = '7654.1', TCN = '7637.44', BiTCN = '7589.62', DilatedRNN = '7633.55', MLP = '7569.36', DLinear = '7605.97', NLinear = '7609.05', TFT = '7591.22', StemGNN = '7527.96', MLPMultivariate = '7539.77', TiDE = '7601.45', DeepNPTS = '7616.41', y = '7673.33' WHERE ds = '2024-06-12 00:00:00'
|
||
2024-11-20 10:20:43,635 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-12 00:00:00', NHITS = '7611.62', Informer = '7553.93', LSTM = '7591.31', iTransformer = '7496.85', TSMixer = '7606.43', TSMixerx = '7639.72', PatchTST = '7624.18', RNN = '7636.33', GRU = '7654.1', TCN = '7637.44', BiTCN = '7589.62', DilatedRNN = '7633.55', MLP = '7569.36', DLinear = '7605.97', NLinear = '7609.05', TFT = '7591.22', StemGNN = '7527.96', MLPMultivariate = '7539.77', TiDE = '7601.45', DeepNPTS = '7616.41', y = '7673.33' WHERE ds = '2024-06-12 00:00:00'
|
||
2024-11-20 10:20:43,638 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-13 00:00:00', NHITS = '7655.61', Informer = '7603.46', LSTM = '7674.73', iTransformer = '7519.39', TSMixer = '7641.07', TSMixerx = '7638.81', PatchTST = '7672.45', RNN = '7713.7', GRU = '7731.49', TCN = '7805.59', BiTCN = '7621.73', DilatedRNN = '7705.76', MLP = '7603.03', DLinear = '7659.96', NLinear = '7673.02', TFT = '7621.81', StemGNN = '7532.56', MLPMultivariate = '7584.4', TiDE = '7645.12', DeepNPTS = '7648.14', y = '7690.0' WHERE ds = '2024-06-13 00:00:00'
|
||
2024-11-20 10:20:43,638 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-13 00:00:00', NHITS = '7655.61', Informer = '7603.46', LSTM = '7674.73', iTransformer = '7519.39', TSMixer = '7641.07', TSMixerx = '7638.81', PatchTST = '7672.45', RNN = '7713.7', GRU = '7731.49', TCN = '7805.59', BiTCN = '7621.73', DilatedRNN = '7705.76', MLP = '7603.03', DLinear = '7659.96', NLinear = '7673.02', TFT = '7621.81', StemGNN = '7532.56', MLPMultivariate = '7584.4', TiDE = '7645.12', DeepNPTS = '7648.14', y = '7690.0' WHERE ds = '2024-06-13 00:00:00'
|
||
2024-11-20 10:20:43,642 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-14 00:00:00', NHITS = '7662.58', Informer = '7670.16', LSTM = '7685.94', iTransformer = '7575.84', TSMixer = '7660.44', TSMixerx = '7647.96', PatchTST = '7682.6', RNN = '7725.29', GRU = '7731.85', TCN = '7828.61', BiTCN = '7646.61', DilatedRNN = '7720.59', MLP = '7639.52', DLinear = '7679.22', NLinear = '7692.25', TFT = '7660.54', StemGNN = '7536.97', MLPMultivariate = '7625.65', TiDE = '7665.64', DeepNPTS = '7660.87', y = '7690.0' WHERE ds = '2024-06-14 00:00:00'
|
||
2024-11-20 10:20:43,642 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-14 00:00:00', NHITS = '7662.58', Informer = '7670.16', LSTM = '7685.94', iTransformer = '7575.84', TSMixer = '7660.44', TSMixerx = '7647.96', PatchTST = '7682.6', RNN = '7725.29', GRU = '7731.85', TCN = '7828.61', BiTCN = '7646.61', DilatedRNN = '7720.59', MLP = '7639.52', DLinear = '7679.22', NLinear = '7692.25', TFT = '7660.54', StemGNN = '7536.97', MLPMultivariate = '7625.65', TiDE = '7665.64', DeepNPTS = '7660.87', y = '7690.0' WHERE ds = '2024-06-14 00:00:00'
|
||
2024-11-20 10:20:43,647 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-17 00:00:00', NHITS = '7671.29', Informer = '7647.84', LSTM = '7684.84', iTransformer = '7597.49', TSMixer = '7665.59', TSMixerx = '7665.5', PatchTST = '7691.83', RNN = '7715.76', GRU = '7728.39', TCN = '7830.33', BiTCN = '7664.51', DilatedRNN = '7720.84', MLP = '7657.3', DLinear = '7667.72', NLinear = '7690.86', TFT = '7643.12', StemGNN = '7541.43', MLPMultivariate = '7646.18', TiDE = '7679.22', DeepNPTS = '7629.43', y = '7656.67' WHERE ds = '2024-06-17 00:00:00'
|
||
2024-11-20 10:20:43,647 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-17 00:00:00', NHITS = '7671.29', Informer = '7647.84', LSTM = '7684.84', iTransformer = '7597.49', TSMixer = '7665.59', TSMixerx = '7665.5', PatchTST = '7691.83', RNN = '7715.76', GRU = '7728.39', TCN = '7830.33', BiTCN = '7664.51', DilatedRNN = '7720.84', MLP = '7657.3', DLinear = '7667.72', NLinear = '7690.86', TFT = '7643.12', StemGNN = '7541.43', MLPMultivariate = '7646.18', TiDE = '7679.22', DeepNPTS = '7629.43', y = '7656.67' WHERE ds = '2024-06-17 00:00:00'
|
||
2024-11-20 10:20:43,649 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-18 00:00:00', NHITS = '7654.17', Informer = '7665.9', LSTM = '7629.33', iTransformer = '7606.86', TSMixer = '7644.06', TSMixerx = '7636.13', PatchTST = '7666.63', RNN = '7667.54', GRU = '7672.72', TCN = '7798.64', BiTCN = '7652.07', DilatedRNN = '7680.42', MLP = '7619.72', DLinear = '7641.58', NLinear = '7656.95', TFT = '7592.23', StemGNN = '7545.62', MLPMultivariate = '7627.04', TiDE = '7657.63', DeepNPTS = '7638.64', y = '7656.67' WHERE ds = '2024-06-18 00:00:00'
|
||
2024-11-20 10:20:43,649 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-18 00:00:00', NHITS = '7654.17', Informer = '7665.9', LSTM = '7629.33', iTransformer = '7606.86', TSMixer = '7644.06', TSMixerx = '7636.13', PatchTST = '7666.63', RNN = '7667.54', GRU = '7672.72', TCN = '7798.64', BiTCN = '7652.07', DilatedRNN = '7680.42', MLP = '7619.72', DLinear = '7641.58', NLinear = '7656.95', TFT = '7592.23', StemGNN = '7545.62', MLPMultivariate = '7627.04', TiDE = '7657.63', DeepNPTS = '7638.64', y = '7656.67' WHERE ds = '2024-06-18 00:00:00'
|
||
2024-11-20 10:20:43,653 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-19 00:00:00', NHITS = '7727.11', Informer = '7640.08', LSTM = '7638.93', iTransformer = '7578.59', TSMixer = '7636.68', TSMixerx = '7591.02', PatchTST = '7659.72', RNN = '7664.19', GRU = '7690.23', TCN = '7756.19', BiTCN = '7637.89', DilatedRNN = '7681.55', MLP = '7618.03', DLinear = '7634.64', NLinear = '7654.33', TFT = '7591.34', StemGNN = '7548.8', MLPMultivariate = '7635.99', TiDE = '7636.73', DeepNPTS = '7637.2', y = '7670.0' WHERE ds = '2024-06-19 00:00:00'
|
||
2024-11-20 10:20:43,653 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-19 00:00:00', NHITS = '7727.11', Informer = '7640.08', LSTM = '7638.93', iTransformer = '7578.59', TSMixer = '7636.68', TSMixerx = '7591.02', PatchTST = '7659.72', RNN = '7664.19', GRU = '7690.23', TCN = '7756.19', BiTCN = '7637.89', DilatedRNN = '7681.55', MLP = '7618.03', DLinear = '7634.64', NLinear = '7654.33', TFT = '7591.34', StemGNN = '7548.8', MLPMultivariate = '7635.99', TiDE = '7636.73', DeepNPTS = '7637.2', y = '7670.0' WHERE ds = '2024-06-19 00:00:00'
|
||
2024-11-20 10:20:43,656 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-20 00:00:00', NHITS = '7756.39', Informer = '7659.25', LSTM = '7656.39', iTransformer = '7564.65', TSMixer = '7645.7', TSMixerx = '7595.62', PatchTST = '7650.33', RNN = '7687.96', GRU = '7706.14', TCN = '7773.77', BiTCN = '7634.08', DilatedRNN = '7701.54', MLP = '7642.69', DLinear = '7644.28', NLinear = '7666.27', TFT = '7593.11', StemGNN = '7552.24', MLPMultivariate = '7671.8', TiDE = '7632.11', DeepNPTS = '7650.3', y = '7680.0' WHERE ds = '2024-06-20 00:00:00'
|
||
2024-11-20 10:20:43,656 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-20 00:00:00', NHITS = '7756.39', Informer = '7659.25', LSTM = '7656.39', iTransformer = '7564.65', TSMixer = '7645.7', TSMixerx = '7595.62', PatchTST = '7650.33', RNN = '7687.96', GRU = '7706.14', TCN = '7773.77', BiTCN = '7634.08', DilatedRNN = '7701.54', MLP = '7642.69', DLinear = '7644.28', NLinear = '7666.27', TFT = '7593.11', StemGNN = '7552.24', MLPMultivariate = '7671.8', TiDE = '7632.11', DeepNPTS = '7650.3', y = '7680.0' WHERE ds = '2024-06-20 00:00:00'
|
||
2024-11-20 10:20:43,659 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-21 00:00:00', NHITS = '7726.67', Informer = '7685.7', LSTM = '7669.65', iTransformer = '7563.31', TSMixer = '7659.75', TSMixerx = '7610.74', PatchTST = '7654.26', RNN = '7698.64', GRU = '7717.54', TCN = '7814.91', BiTCN = '7636.12', DilatedRNN = '7712.27', MLP = '7668.85', DLinear = '7668.87', NLinear = '7677.59', TFT = '7596.45', StemGNN = '7556.53', MLPMultivariate = '7678.47', TiDE = '7647.91', DeepNPTS = '7660.17', y = '7680.0' WHERE ds = '2024-06-21 00:00:00'
|
||
2024-11-20 10:20:43,659 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-21 00:00:00', NHITS = '7726.67', Informer = '7685.7', LSTM = '7669.65', iTransformer = '7563.31', TSMixer = '7659.75', TSMixerx = '7610.74', PatchTST = '7654.26', RNN = '7698.64', GRU = '7717.54', TCN = '7814.91', BiTCN = '7636.12', DilatedRNN = '7712.27', MLP = '7668.85', DLinear = '7668.87', NLinear = '7677.59', TFT = '7596.45', StemGNN = '7556.53', MLPMultivariate = '7678.47', TiDE = '7647.91', DeepNPTS = '7660.17', y = '7680.0' WHERE ds = '2024-06-21 00:00:00'
|
||
2024-11-20 10:20:43,661 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-24 00:00:00', NHITS = '7694.64', Informer = '7672.12', LSTM = '7667.38', iTransformer = '7570.59', TSMixer = '7668.28', TSMixerx = '7625.21', PatchTST = '7646.98', RNN = '7705.2', GRU = '7713.55', TCN = '7819.28', BiTCN = '7629.2', DilatedRNN = '7707.03', MLP = '7645.71', DLinear = '7680.38', NLinear = '7684.28', TFT = '7592.7', StemGNN = '7561.85', MLPMultivariate = '7657.72', TiDE = '7666.29', DeepNPTS = '7648.92', y = '7680.0' WHERE ds = '2024-06-24 00:00:00'
|
||
2024-11-20 10:20:43,661 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-24 00:00:00', NHITS = '7694.64', Informer = '7672.12', LSTM = '7667.38', iTransformer = '7570.59', TSMixer = '7668.28', TSMixerx = '7625.21', PatchTST = '7646.98', RNN = '7705.2', GRU = '7713.55', TCN = '7819.28', BiTCN = '7629.2', DilatedRNN = '7707.03', MLP = '7645.71', DLinear = '7680.38', NLinear = '7684.28', TFT = '7592.7', StemGNN = '7561.85', MLPMultivariate = '7657.72', TiDE = '7666.29', DeepNPTS = '7648.92', y = '7680.0' WHERE ds = '2024-06-24 00:00:00'
|
||
2024-11-20 10:20:43,664 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-25 00:00:00', NHITS = '7656.97', Informer = '7685.36', LSTM = '7667.81', iTransformer = '7584.83', TSMixer = '7669.49', TSMixerx = '7652.55', PatchTST = '7639.3', RNN = '7702.86', GRU = '7714.04', TCN = '7804.54', BiTCN = '7638.43', DilatedRNN = '7698.53', MLP = '7635.15', DLinear = '7695.28', NLinear = '7680.91', TFT = '7592.76', StemGNN = '7567.32', MLPMultivariate = '7651.89', TiDE = '7677.07', DeepNPTS = '7634.02', y = '7693.33' WHERE ds = '2024-06-25 00:00:00'
|
||
2024-11-20 10:20:43,664 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-25 00:00:00', NHITS = '7656.97', Informer = '7685.36', LSTM = '7667.81', iTransformer = '7584.83', TSMixer = '7669.49', TSMixerx = '7652.55', PatchTST = '7639.3', RNN = '7702.86', GRU = '7714.04', TCN = '7804.54', BiTCN = '7638.43', DilatedRNN = '7698.53', MLP = '7635.15', DLinear = '7695.28', NLinear = '7680.91', TFT = '7592.76', StemGNN = '7567.32', MLPMultivariate = '7651.89', TiDE = '7677.07', DeepNPTS = '7634.02', y = '7693.33' WHERE ds = '2024-06-25 00:00:00'
|
||
2024-11-20 10:20:43,666 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-26 00:00:00', NHITS = '7663.05', Informer = '7700.56', LSTM = '7688.21', iTransformer = '7592.06', TSMixer = '7675.82', TSMixerx = '7671.93', PatchTST = '7645.04', RNN = '7717.94', GRU = '7733.98', TCN = '7810.16', BiTCN = '7655.06', DilatedRNN = '7714.51', MLP = '7645.3', DLinear = '7714.43', NLinear = '7695.17', TFT = '7603.42', StemGNN = '7572.47', MLPMultivariate = '7672.88', TiDE = '7691.75', DeepNPTS = '7632.18', y = '7716.67' WHERE ds = '2024-06-26 00:00:00'
|
||
2024-11-20 10:20:43,666 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-26 00:00:00', NHITS = '7663.05', Informer = '7700.56', LSTM = '7688.21', iTransformer = '7592.06', TSMixer = '7675.82', TSMixerx = '7671.93', PatchTST = '7645.04', RNN = '7717.94', GRU = '7733.98', TCN = '7810.16', BiTCN = '7655.06', DilatedRNN = '7714.51', MLP = '7645.3', DLinear = '7714.43', NLinear = '7695.17', TFT = '7603.42', StemGNN = '7572.47', MLPMultivariate = '7672.88', TiDE = '7691.75', DeepNPTS = '7632.18', y = '7716.67' WHERE ds = '2024-06-26 00:00:00'
|
||
2024-11-20 10:20:43,669 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-27 00:00:00', NHITS = '7677.4', Informer = '7733.3', LSTM = '7717.34', iTransformer = '7581.76', TSMixer = '7688.27', TSMixerx = '7684.8', PatchTST = '7672.33', RNN = '7746.99', GRU = '7762.31', TCN = '7828.62', BiTCN = '7679.04', DilatedRNN = '7743.03', MLP = '7653.37', DLinear = '7703.94', NLinear = '7708.81', TFT = '7629.43', StemGNN = '7577.01', MLPMultivariate = '7688.28', TiDE = '7699.69', DeepNPTS = '7625.66', y = '7723.33' WHERE ds = '2024-06-27 00:00:00'
|
||
2024-11-20 10:20:43,669 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-27 00:00:00', NHITS = '7677.4', Informer = '7733.3', LSTM = '7717.34', iTransformer = '7581.76', TSMixer = '7688.27', TSMixerx = '7684.8', PatchTST = '7672.33', RNN = '7746.99', GRU = '7762.31', TCN = '7828.62', BiTCN = '7679.04', DilatedRNN = '7743.03', MLP = '7653.37', DLinear = '7703.94', NLinear = '7708.81', TFT = '7629.43', StemGNN = '7577.01', MLPMultivariate = '7688.28', TiDE = '7699.69', DeepNPTS = '7625.66', y = '7723.33' WHERE ds = '2024-06-27 00:00:00'
|
||
2024-11-20 10:20:43,671 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-28 00:00:00', NHITS = '7677.32', Informer = '7757.11', LSTM = '7720.51', iTransformer = '7600.88', TSMixer = '7694.57', TSMixerx = '7678.53', PatchTST = '7677.87', RNN = '7750.27', GRU = '7761.7', TCN = '7842.71', BiTCN = '7690.04', DilatedRNN = '7751.73', MLP = '7651.4', DLinear = '7685.27', NLinear = '7712.89', TFT = '7630.63', StemGNN = '7581.37', MLPMultivariate = '7685.2', TiDE = '7704.47', DeepNPTS = '7616.63', y = '7730.0' WHERE ds = '2024-06-28 00:00:00'
|
||
2024-11-20 10:20:43,671 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-28 00:00:00', NHITS = '7677.32', Informer = '7757.11', LSTM = '7720.51', iTransformer = '7600.88', TSMixer = '7694.57', TSMixerx = '7678.53', PatchTST = '7677.87', RNN = '7750.27', GRU = '7761.7', TCN = '7842.71', BiTCN = '7690.04', DilatedRNN = '7751.73', MLP = '7651.4', DLinear = '7685.27', NLinear = '7712.89', TFT = '7630.63', StemGNN = '7581.37', MLPMultivariate = '7685.2', TiDE = '7704.47', DeepNPTS = '7616.63', y = '7730.0' WHERE ds = '2024-06-28 00:00:00'
|
||
2024-11-20 10:20:43,674 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-01 00:00:00', NHITS = '7707.93', Informer = '7783.31', LSTM = '7729.01', iTransformer = '7658.78', TSMixer = '7698.83', TSMixerx = '7678.79', PatchTST = '7708.14', RNN = '7757.56', GRU = '7769.41', TCN = '7858.08', BiTCN = '7695.38', DilatedRNN = '7759.5', MLP = '7666.04', DLinear = '7688.93', NLinear = '7720.96', TFT = '7649.1', StemGNN = '7586.13', MLPMultivariate = '7704.59', TiDE = '7715.52', DeepNPTS = '7664.76', y = '7763.33' WHERE ds = '2024-07-01 00:00:00'
|
||
2024-11-20 10:20:43,674 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-01 00:00:00', NHITS = '7707.93', Informer = '7783.31', LSTM = '7729.01', iTransformer = '7658.78', TSMixer = '7698.83', TSMixerx = '7678.79', PatchTST = '7708.14', RNN = '7757.56', GRU = '7769.41', TCN = '7858.08', BiTCN = '7695.38', DilatedRNN = '7759.5', MLP = '7666.04', DLinear = '7688.93', NLinear = '7720.96', TFT = '7649.1', StemGNN = '7586.13', MLPMultivariate = '7704.59', TiDE = '7715.52', DeepNPTS = '7664.76', y = '7763.33' WHERE ds = '2024-07-01 00:00:00'
|
||
2024-11-20 10:20:43,677 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-02 00:00:00', NHITS = '7751.55', Informer = '7828.43', LSTM = '7773.13', iTransformer = '7771.68', TSMixer = '7722.98', TSMixerx = '7680.78', PatchTST = '7739.17', RNN = '7797.09', GRU = '7808.54', TCN = '7880.75', BiTCN = '7688.06', DilatedRNN = '7793.55', MLP = '7695.02', DLinear = '7722.0', NLinear = '7756.72', TFT = '7715.2', StemGNN = '7592.57', MLPMultivariate = '7759.12', TiDE = '7744.77', DeepNPTS = '7741.74', y = '7780.0' WHERE ds = '2024-07-02 00:00:00'
|
||
2024-11-20 10:20:43,677 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-02 00:00:00', NHITS = '7751.55', Informer = '7828.43', LSTM = '7773.13', iTransformer = '7771.68', TSMixer = '7722.98', TSMixerx = '7680.78', PatchTST = '7739.17', RNN = '7797.09', GRU = '7808.54', TCN = '7880.75', BiTCN = '7688.06', DilatedRNN = '7793.55', MLP = '7695.02', DLinear = '7722.0', NLinear = '7756.72', TFT = '7715.2', StemGNN = '7592.57', MLPMultivariate = '7759.12', TiDE = '7744.77', DeepNPTS = '7741.74', y = '7780.0' WHERE ds = '2024-07-02 00:00:00'
|
||
2024-11-20 10:20:43,680 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-03 00:00:00', NHITS = '7762.43', Informer = '7821.1', LSTM = '7785.83', iTransformer = '7768.14', TSMixer = '7737.08', TSMixerx = '7688.67', PatchTST = '7737.38', RNN = '7805.72', GRU = '7814.84', TCN = '7884.52', BiTCN = '7671.07', DilatedRNN = '7805.74', MLP = '7699.38', DLinear = '7736.65', NLinear = '7780.01', TFT = '7781.53', StemGNN = '7600.68', MLPMultivariate = '7781.87', TiDE = '7747.47', DeepNPTS = '7776.13', y = '7800.0' WHERE ds = '2024-07-03 00:00:00'
|
||
2024-11-20 10:20:43,680 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-03 00:00:00', NHITS = '7762.43', Informer = '7821.1', LSTM = '7785.83', iTransformer = '7768.14', TSMixer = '7737.08', TSMixerx = '7688.67', PatchTST = '7737.38', RNN = '7805.72', GRU = '7814.84', TCN = '7884.52', BiTCN = '7671.07', DilatedRNN = '7805.74', MLP = '7699.38', DLinear = '7736.65', NLinear = '7780.01', TFT = '7781.53', StemGNN = '7600.68', MLPMultivariate = '7781.87', TiDE = '7747.47', DeepNPTS = '7776.13', y = '7800.0' WHERE ds = '2024-07-03 00:00:00'
|
||
2024-11-20 10:20:43,683 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-04 00:00:00', NHITS = '7786.08', Informer = '7820.99', LSTM = '7808.32', iTransformer = '7778.61', TSMixer = '7757.09', TSMixerx = '7698.67', PatchTST = '7767.39', RNN = '7826.63', GRU = '7834.39', TCN = '7886.31', BiTCN = '7664.84', DilatedRNN = '7824.24', MLP = '7716.39', DLinear = '7755.69', NLinear = '7793.56', TFT = '7744.54', StemGNN = '7607.4', MLPMultivariate = '7810.21', TiDE = '7767.25', DeepNPTS = '7795.52', y = '7800.0' WHERE ds = '2024-07-04 00:00:00'
|
||
2024-11-20 10:20:43,683 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-04 00:00:00', NHITS = '7786.08', Informer = '7820.99', LSTM = '7808.32', iTransformer = '7778.61', TSMixer = '7757.09', TSMixerx = '7698.67', PatchTST = '7767.39', RNN = '7826.63', GRU = '7834.39', TCN = '7886.31', BiTCN = '7664.84', DilatedRNN = '7824.24', MLP = '7716.39', DLinear = '7755.69', NLinear = '7793.56', TFT = '7744.54', StemGNN = '7607.4', MLPMultivariate = '7810.21', TiDE = '7767.25', DeepNPTS = '7795.52', y = '7800.0' WHERE ds = '2024-07-04 00:00:00'
|
||
2024-11-20 10:20:43,687 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-05 00:00:00', NHITS = '7786.85', Informer = '7820.6', LSTM = '7802.07', iTransformer = '7857.05', TSMixer = '7765.0', TSMixerx = '7704.08', PatchTST = '7775.88', RNN = '7824.34', GRU = '7824.23', TCN = '7867.37', BiTCN = '7675.64', DilatedRNN = '7822.93', MLP = '7717.42', DLinear = '7771.03', NLinear = '7787.48', TFT = '7722.59', StemGNN = '7614.78', MLPMultivariate = '7784.03', TiDE = '7781.0', DeepNPTS = '7773.13', y = '7766.67' WHERE ds = '2024-07-05 00:00:00'
|
||
2024-11-20 10:20:43,687 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-05 00:00:00', NHITS = '7786.85', Informer = '7820.6', LSTM = '7802.07', iTransformer = '7857.05', TSMixer = '7765.0', TSMixerx = '7704.08', PatchTST = '7775.88', RNN = '7824.34', GRU = '7824.23', TCN = '7867.37', BiTCN = '7675.64', DilatedRNN = '7822.93', MLP = '7717.42', DLinear = '7771.03', NLinear = '7787.48', TFT = '7722.59', StemGNN = '7614.78', MLPMultivariate = '7784.03', TiDE = '7781.0', DeepNPTS = '7773.13', y = '7766.67' WHERE ds = '2024-07-05 00:00:00'
|
||
2024-11-20 10:20:43,690 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-08 00:00:00', NHITS = '7750.86', Informer = '7775.85', LSTM = '7756.63', iTransformer = '7790.97', TSMixer = '7745.48', TSMixerx = '7728.45', PatchTST = '7735.1', RNN = '7771.43', GRU = '7782.12', TCN = '7830.41', BiTCN = '7681.79', DilatedRNN = '7783.1', MLP = '7680.52', DLinear = '7766.86', NLinear = '7756.73', TFT = '7673.49', StemGNN = '7623.7', MLPMultivariate = '7743.8', TiDE = '7760.92', DeepNPTS = '7733.4', y = '7746.67' WHERE ds = '2024-07-08 00:00:00'
|
||
2024-11-20 10:20:43,690 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-08 00:00:00', NHITS = '7750.86', Informer = '7775.85', LSTM = '7756.63', iTransformer = '7790.97', TSMixer = '7745.48', TSMixerx = '7728.45', PatchTST = '7735.1', RNN = '7771.43', GRU = '7782.12', TCN = '7830.41', BiTCN = '7681.79', DilatedRNN = '7783.1', MLP = '7680.52', DLinear = '7766.86', NLinear = '7756.73', TFT = '7673.49', StemGNN = '7623.7', MLPMultivariate = '7743.8', TiDE = '7760.92', DeepNPTS = '7733.4', y = '7746.67' WHERE ds = '2024-07-08 00:00:00'
|
||
2024-11-20 10:20:43,693 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-09 00:00:00', NHITS = '7722.96', Informer = '7771.44', LSTM = '7738.08', iTransformer = '7700.89', TSMixer = '7723.15', TSMixerx = '7740.89', PatchTST = '7719.52', RNN = '7758.3', GRU = '7770.58', TCN = '7808.82', BiTCN = '7683.28', DilatedRNN = '7764.36', MLP = '7650.72', DLinear = '7738.94', NLinear = '7735.36', TFT = '7674.87', StemGNN = '7632.98', MLPMultivariate = '7718.29', TiDE = '7736.34', DeepNPTS = '7708.61', y = '7720.0' WHERE ds = '2024-07-09 00:00:00'
|
||
2024-11-20 10:20:43,693 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-09 00:00:00', NHITS = '7722.96', Informer = '7771.44', LSTM = '7738.08', iTransformer = '7700.89', TSMixer = '7723.15', TSMixerx = '7740.89', PatchTST = '7719.52', RNN = '7758.3', GRU = '7770.58', TCN = '7808.82', BiTCN = '7683.28', DilatedRNN = '7764.36', MLP = '7650.72', DLinear = '7738.94', NLinear = '7735.36', TFT = '7674.87', StemGNN = '7632.98', MLPMultivariate = '7718.29', TiDE = '7736.34', DeepNPTS = '7708.61', y = '7720.0' WHERE ds = '2024-07-09 00:00:00'
|
||
2024-11-20 10:20:43,696 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-10 00:00:00', NHITS = '7678.34', Informer = '7688.29', LSTM = '7704.44', iTransformer = '7589.11', TSMixer = '7701.77', TSMixerx = '7712.37', PatchTST = '7697.39', RNN = '7727.91', GRU = '7738.12', TCN = '7775.17', BiTCN = '7671.93', DilatedRNN = '7736.38', MLP = '7618.9', DLinear = '7709.76', NLinear = '7703.35', TFT = '7668.79', StemGNN = '7641.77', MLPMultivariate = '7677.77', TiDE = '7704.73', DeepNPTS = '7692.53', y = '7693.33' WHERE ds = '2024-07-10 00:00:00'
|
||
2024-11-20 10:20:43,696 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-10 00:00:00', NHITS = '7678.34', Informer = '7688.29', LSTM = '7704.44', iTransformer = '7589.11', TSMixer = '7701.77', TSMixerx = '7712.37', PatchTST = '7697.39', RNN = '7727.91', GRU = '7738.12', TCN = '7775.17', BiTCN = '7671.93', DilatedRNN = '7736.38', MLP = '7618.9', DLinear = '7709.76', NLinear = '7703.35', TFT = '7668.79', StemGNN = '7641.77', MLPMultivariate = '7677.77', TiDE = '7704.73', DeepNPTS = '7692.53', y = '7693.33' WHERE ds = '2024-07-10 00:00:00'
|
||
2024-11-20 10:20:43,699 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-11 00:00:00', NHITS = '7648.69', Informer = '7674.48', LSTM = '7673.89', iTransformer = '7581.47', TSMixer = '7676.21', TSMixerx = '7708.96', PatchTST = '7680.71', RNN = '7693.04', GRU = '7711.88', TCN = '7753.58', BiTCN = '7666.8', DilatedRNN = '7706.51', MLP = '7619.0', DLinear = '7682.29', NLinear = '7677.71', TFT = '7681.14', StemGNN = '7649.18', MLPMultivariate = '7661.22', TiDE = '7672.21', DeepNPTS = '7680.78', y = '7686.67' WHERE ds = '2024-07-11 00:00:00'
|
||
2024-11-20 10:20:43,699 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-11 00:00:00', NHITS = '7648.69', Informer = '7674.48', LSTM = '7673.89', iTransformer = '7581.47', TSMixer = '7676.21', TSMixerx = '7708.96', PatchTST = '7680.71', RNN = '7693.04', GRU = '7711.88', TCN = '7753.58', BiTCN = '7666.8', DilatedRNN = '7706.51', MLP = '7619.0', DLinear = '7682.29', NLinear = '7677.71', TFT = '7681.14', StemGNN = '7649.18', MLPMultivariate = '7661.22', TiDE = '7672.21', DeepNPTS = '7680.78', y = '7686.67' WHERE ds = '2024-07-11 00:00:00'
|
||
2024-11-20 10:20:43,702 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-12 00:00:00', NHITS = '7669.61', Informer = '7650.62', LSTM = '7671.48', iTransformer = '7621.69', TSMixer = '7665.51', TSMixerx = '7658.81', PatchTST = '7675.2', RNN = '7701.66', GRU = '7714.63', TCN = '7765.84', BiTCN = '7667.84', DilatedRNN = '7701.91', MLP = '7626.23', DLinear = '7678.42', NLinear = '7672.11', TFT = '7680.77', StemGNN = '7656.73', MLPMultivariate = '7648.62', TiDE = '7658.77', DeepNPTS = '7681.25', y = '7680.0' WHERE ds = '2024-07-12 00:00:00'
|
||
2024-11-20 10:20:43,702 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-12 00:00:00', NHITS = '7669.61', Informer = '7650.62', LSTM = '7671.48', iTransformer = '7621.69', TSMixer = '7665.51', TSMixerx = '7658.81', PatchTST = '7675.2', RNN = '7701.66', GRU = '7714.63', TCN = '7765.84', BiTCN = '7667.84', DilatedRNN = '7701.91', MLP = '7626.23', DLinear = '7678.42', NLinear = '7672.11', TFT = '7680.77', StemGNN = '7656.73', MLPMultivariate = '7648.62', TiDE = '7658.77', DeepNPTS = '7681.25', y = '7680.0' WHERE ds = '2024-07-12 00:00:00'
|
||
2024-11-20 10:20:43,705 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-15 00:00:00', NHITS = '7674.74', Informer = '7636.96', LSTM = '7662.9', iTransformer = '7660.4', TSMixer = '7664.41', TSMixerx = '7649.86', PatchTST = '7662.4', RNN = '7692.31', GRU = '7707.55', TCN = '7758.14', BiTCN = '7666.8', DilatedRNN = '7694.71', MLP = '7642.93', DLinear = '7675.73', NLinear = '7670.65', TFT = '7683.32', StemGNN = '7663.66', MLPMultivariate = '7658.05', TiDE = '7658.65', DeepNPTS = '7685.69', y = '7680.0' WHERE ds = '2024-07-15 00:00:00'
|
||
2024-11-20 10:20:43,705 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-15 00:00:00', NHITS = '7674.74', Informer = '7636.96', LSTM = '7662.9', iTransformer = '7660.4', TSMixer = '7664.41', TSMixerx = '7649.86', PatchTST = '7662.4', RNN = '7692.31', GRU = '7707.55', TCN = '7758.14', BiTCN = '7666.8', DilatedRNN = '7694.71', MLP = '7642.93', DLinear = '7675.73', NLinear = '7670.65', TFT = '7683.32', StemGNN = '7663.66', MLPMultivariate = '7658.05', TiDE = '7658.65', DeepNPTS = '7685.69', y = '7680.0' WHERE ds = '2024-07-15 00:00:00'
|
||
2024-11-20 10:20:43,708 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-16 00:00:00', NHITS = '7651.22', Informer = '7665.87', LSTM = '7666.36', iTransformer = '7679.77', TSMixer = '7669.12', TSMixerx = '7662.39', PatchTST = '7662.32', RNN = '7694.89', GRU = '7712.67', TCN = '7768.03', BiTCN = '7660.25', DilatedRNN = '7693.56', MLP = '7646.65', DLinear = '7667.06', NLinear = '7679.83', TFT = '7685.51', StemGNN = '7667.3', MLPMultivariate = '7657.69', TiDE = '7669.74', DeepNPTS = '7726.9', y = '7666.67' WHERE ds = '2024-07-16 00:00:00'
|
||
2024-11-20 10:20:43,708 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-16 00:00:00', NHITS = '7651.22', Informer = '7665.87', LSTM = '7666.36', iTransformer = '7679.77', TSMixer = '7669.12', TSMixerx = '7662.39', PatchTST = '7662.32', RNN = '7694.89', GRU = '7712.67', TCN = '7768.03', BiTCN = '7660.25', DilatedRNN = '7693.56', MLP = '7646.65', DLinear = '7667.06', NLinear = '7679.83', TFT = '7685.51', StemGNN = '7667.3', MLPMultivariate = '7657.69', TiDE = '7669.74', DeepNPTS = '7726.9', y = '7666.67' WHERE ds = '2024-07-16 00:00:00'
|
||
2024-11-20 10:20:43,711 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-17 00:00:00', NHITS = '7637.9', Informer = '7660.13', LSTM = '7645.18', iTransformer = '7660.46', TSMixer = '7665.03', TSMixerx = '7655.32', PatchTST = '7661.53', RNN = '7680.92', GRU = '7691.54', TCN = '7757.11', BiTCN = '7655.57', DilatedRNN = '7673.35', MLP = '7649.5', DLinear = '7651.11', NLinear = '7662.8', TFT = '7670.56', StemGNN = '7667.2', MLPMultivariate = '7655.92', TiDE = '7665.27', DeepNPTS = '7701.17', y = '7660.0' WHERE ds = '2024-07-17 00:00:00'
|
||
2024-11-20 10:20:43,711 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-17 00:00:00', NHITS = '7637.9', Informer = '7660.13', LSTM = '7645.18', iTransformer = '7660.46', TSMixer = '7665.03', TSMixerx = '7655.32', PatchTST = '7661.53', RNN = '7680.92', GRU = '7691.54', TCN = '7757.11', BiTCN = '7655.57', DilatedRNN = '7673.35', MLP = '7649.5', DLinear = '7651.11', NLinear = '7662.8', TFT = '7670.56', StemGNN = '7667.2', MLPMultivariate = '7655.92', TiDE = '7665.27', DeepNPTS = '7701.17', y = '7660.0' WHERE ds = '2024-07-17 00:00:00'
|
||
2024-11-20 10:20:43,713 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-18 00:00:00', NHITS = '7661.33', Informer = '7666.53', LSTM = '7639.5', iTransformer = '7683.98', TSMixer = '7661.71', TSMixerx = '7662.09', PatchTST = '7657.96', RNN = '7670.44', GRU = '7689.36', TCN = '7759.37', BiTCN = '7647.55', DilatedRNN = '7671.03', MLP = '7659.78', DLinear = '7652.43', NLinear = '7661.6', TFT = '7657.73', StemGNN = '7666.66', MLPMultivariate = '7654.79', TiDE = '7657.27', DeepNPTS = '7689.07', y = '7656.67' WHERE ds = '2024-07-18 00:00:00'
|
||
2024-11-20 10:20:43,713 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-18 00:00:00', NHITS = '7661.33', Informer = '7666.53', LSTM = '7639.5', iTransformer = '7683.98', TSMixer = '7661.71', TSMixerx = '7662.09', PatchTST = '7657.96', RNN = '7670.44', GRU = '7689.36', TCN = '7759.37', BiTCN = '7647.55', DilatedRNN = '7671.03', MLP = '7659.78', DLinear = '7652.43', NLinear = '7661.6', TFT = '7657.73', StemGNN = '7666.66', MLPMultivariate = '7654.79', TiDE = '7657.27', DeepNPTS = '7689.07', y = '7656.67' WHERE ds = '2024-07-18 00:00:00'
|
||
2024-11-20 10:20:43,716 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-19 00:00:00', NHITS = '7665.03', Informer = '7654.06', LSTM = '7635.24', iTransformer = '7668.78', TSMixer = '7662.77', TSMixerx = '7660.37', PatchTST = '7654.84', RNN = '7669.45', GRU = '7686.07', TCN = '7754.96', BiTCN = '7643.93', DilatedRNN = '7669.79', MLP = '7665.58', DLinear = '7643.64', NLinear = '7663.61', TFT = '7649.73', StemGNN = '7666.01', MLPMultivariate = '7657.81', TiDE = '7657.13', DeepNPTS = '7685.6', y = '7656.67' WHERE ds = '2024-07-19 00:00:00'
|
||
2024-11-20 10:20:43,716 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-19 00:00:00', NHITS = '7665.03', Informer = '7654.06', LSTM = '7635.24', iTransformer = '7668.78', TSMixer = '7662.77', TSMixerx = '7660.37', PatchTST = '7654.84', RNN = '7669.45', GRU = '7686.07', TCN = '7754.96', BiTCN = '7643.93', DilatedRNN = '7669.79', MLP = '7665.58', DLinear = '7643.64', NLinear = '7663.61', TFT = '7649.73', StemGNN = '7666.01', MLPMultivariate = '7657.81', TiDE = '7657.13', DeepNPTS = '7685.6', y = '7656.67' WHERE ds = '2024-07-19 00:00:00'
|
||
2024-11-20 10:20:43,718 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-22 00:00:00', NHITS = '7649.73', Informer = '7644.27', LSTM = '7636.49', iTransformer = '7644.6', TSMixer = '7665.12', TSMixerx = '7666.42', PatchTST = '7654.45', RNN = '7668.51', GRU = '7688.3', TCN = '7764.49', BiTCN = '7644.52', DilatedRNN = '7672.99', MLP = '7672.46', DLinear = '7658.74', NLinear = '7658.42', TFT = '7642.28', StemGNN = '7666.42', MLPMultivariate = '7664.4', TiDE = '7656.29', DeepNPTS = '7667.09', y = '7640.0' WHERE ds = '2024-07-22 00:00:00'
|
||
2024-11-20 10:20:43,718 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-22 00:00:00', NHITS = '7649.73', Informer = '7644.27', LSTM = '7636.49', iTransformer = '7644.6', TSMixer = '7665.12', TSMixerx = '7666.42', PatchTST = '7654.45', RNN = '7668.51', GRU = '7688.3', TCN = '7764.49', BiTCN = '7644.52', DilatedRNN = '7672.99', MLP = '7672.46', DLinear = '7658.74', NLinear = '7658.42', TFT = '7642.28', StemGNN = '7666.42', MLPMultivariate = '7664.4', TiDE = '7656.29', DeepNPTS = '7667.09', y = '7640.0' WHERE ds = '2024-07-22 00:00:00'
|
||
2024-11-20 10:20:43,721 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-23 00:00:00', NHITS = '7615.23', Informer = '7645.56', LSTM = '7610.57', iTransformer = '7655.94', TSMixer = '7652.1', TSMixerx = '7662.34', PatchTST = '7634.09', RNN = '7645.28', GRU = '7662.61', TCN = '7733.56', BiTCN = '7646.66', DilatedRNN = '7650.71', MLP = '7654.92', DLinear = '7659.24', NLinear = '7642.47', TFT = '7624.17', StemGNN = '7666.82', MLPMultivariate = '7659.42', TiDE = '7638.33', DeepNPTS = '7656.65', y = '7623.33' WHERE ds = '2024-07-23 00:00:00'
|
||
2024-11-20 10:20:43,721 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-23 00:00:00', NHITS = '7615.23', Informer = '7645.56', LSTM = '7610.57', iTransformer = '7655.94', TSMixer = '7652.1', TSMixerx = '7662.34', PatchTST = '7634.09', RNN = '7645.28', GRU = '7662.61', TCN = '7733.56', BiTCN = '7646.66', DilatedRNN = '7650.71', MLP = '7654.92', DLinear = '7659.24', NLinear = '7642.47', TFT = '7624.17', StemGNN = '7666.82', MLPMultivariate = '7659.42', TiDE = '7638.33', DeepNPTS = '7656.65', y = '7623.33' WHERE ds = '2024-07-23 00:00:00'
|
||
2024-11-20 10:20:43,724 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-24 00:00:00', NHITS = '7597.53', Informer = '7650.06', LSTM = '7590.27', iTransformer = '7719.11', TSMixer = '7634.82', TSMixerx = '7637.72', PatchTST = '7616.98', RNN = '7624.78', GRU = '7646.08', TCN = '7661.27', BiTCN = '7642.03', DilatedRNN = '7625.71', MLP = '7641.44', DLinear = '7656.11', NLinear = '7626.19', TFT = '7609.78', StemGNN = '7665.78', MLPMultivariate = '7651.82', TiDE = '7623.34', DeepNPTS = '7656.74', y = '7623.33' WHERE ds = '2024-07-24 00:00:00'
|
||
2024-11-20 10:20:43,724 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-24 00:00:00', NHITS = '7597.53', Informer = '7650.06', LSTM = '7590.27', iTransformer = '7719.11', TSMixer = '7634.82', TSMixerx = '7637.72', PatchTST = '7616.98', RNN = '7624.78', GRU = '7646.08', TCN = '7661.27', BiTCN = '7642.03', DilatedRNN = '7625.71', MLP = '7641.44', DLinear = '7656.11', NLinear = '7626.19', TFT = '7609.78', StemGNN = '7665.78', MLPMultivariate = '7651.82', TiDE = '7623.34', DeepNPTS = '7656.74', y = '7623.33' WHERE ds = '2024-07-24 00:00:00'
|
||
2024-11-20 10:20:43,726 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-25 00:00:00', NHITS = '7608.65', Informer = '7635.91', LSTM = '7593.96', iTransformer = '7735.25', TSMixer = '7627.76', TSMixerx = '7630.19', PatchTST = '7616.05', RNN = '7628.94', GRU = '7653.01', TCN = '7653.68', BiTCN = '7631.24', DilatedRNN = '7626.97', MLP = '7640.3', DLinear = '7666.61', NLinear = '7627.16', TFT = '7611.94', StemGNN = '7663.56', MLPMultivariate = '7653.03', TiDE = '7621.39', DeepNPTS = '7660.64', y = '7616.67' WHERE ds = '2024-07-25 00:00:00'
|
||
2024-11-20 10:20:43,726 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-25 00:00:00', NHITS = '7608.65', Informer = '7635.91', LSTM = '7593.96', iTransformer = '7735.25', TSMixer = '7627.76', TSMixerx = '7630.19', PatchTST = '7616.05', RNN = '7628.94', GRU = '7653.01', TCN = '7653.68', BiTCN = '7631.24', DilatedRNN = '7626.97', MLP = '7640.3', DLinear = '7666.61', NLinear = '7627.16', TFT = '7611.94', StemGNN = '7663.56', MLPMultivariate = '7653.03', TiDE = '7621.39', DeepNPTS = '7660.64', y = '7616.67' WHERE ds = '2024-07-25 00:00:00'
|
||
2024-11-20 10:20:43,729 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-26 00:00:00', NHITS = '7617.22', Informer = '7632.98', LSTM = '7583.26', iTransformer = '7719.98', TSMixer = '7622.01', TSMixerx = '7624.53', PatchTST = '7601.33', RNN = '7616.61', GRU = '7641.8', TCN = '7622.3', BiTCN = '7619.09', DilatedRNN = '7615.34', MLP = '7640.72', DLinear = '7653.16', NLinear = '7615.57', TFT = '7609.45', StemGNN = '7661.1', MLPMultivariate = '7643.86', TiDE = '7611.62', DeepNPTS = '7667.77', y = '7606.67' WHERE ds = '2024-07-26 00:00:00'
|
||
2024-11-20 10:20:43,729 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-26 00:00:00', NHITS = '7617.22', Informer = '7632.98', LSTM = '7583.26', iTransformer = '7719.98', TSMixer = '7622.01', TSMixerx = '7624.53', PatchTST = '7601.33', RNN = '7616.61', GRU = '7641.8', TCN = '7622.3', BiTCN = '7619.09', DilatedRNN = '7615.34', MLP = '7640.72', DLinear = '7653.16', NLinear = '7615.57', TFT = '7609.45', StemGNN = '7661.1', MLPMultivariate = '7643.86', TiDE = '7611.62', DeepNPTS = '7667.77', y = '7606.67' WHERE ds = '2024-07-26 00:00:00'
|
||
2024-11-20 10:20:43,732 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-29 00:00:00', NHITS = '7632.45', Informer = '7609.45', LSTM = '7571.18', iTransformer = '7713.09', TSMixer = '7611.68', TSMixerx = '7620.21', PatchTST = '7594.82', RNN = '7607.42', GRU = '7631.3', TCN = '7611.93', BiTCN = '7608.13', DilatedRNN = '7602.7', MLP = '7638.04', DLinear = '7621.31', NLinear = '7607.55', TFT = '7595.9', StemGNN = '7657.72', MLPMultivariate = '7625.12', TiDE = '7607.82', DeepNPTS = '7630.84', y = '7593.33' WHERE ds = '2024-07-29 00:00:00'
|
||
2024-11-20 10:20:43,732 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-29 00:00:00', NHITS = '7632.45', Informer = '7609.45', LSTM = '7571.18', iTransformer = '7713.09', TSMixer = '7611.68', TSMixerx = '7620.21', PatchTST = '7594.82', RNN = '7607.42', GRU = '7631.3', TCN = '7611.93', BiTCN = '7608.13', DilatedRNN = '7602.7', MLP = '7638.04', DLinear = '7621.31', NLinear = '7607.55', TFT = '7595.9', StemGNN = '7657.72', MLPMultivariate = '7625.12', TiDE = '7607.82', DeepNPTS = '7630.84', y = '7593.33' WHERE ds = '2024-07-29 00:00:00'
|
||
2024-11-20 10:20:43,735 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-30 00:00:00', NHITS = '7621.05', Informer = '7605.67', LSTM = '7554.07', iTransformer = '7693.67', TSMixer = '7599.03', TSMixerx = '7601.6', PatchTST = '7588.37', RNN = '7595.38', GRU = '7615.72', TCN = '7591.75', BiTCN = '7594.35', DilatedRNN = '7583.41', MLP = '7629.58', DLinear = '7602.19', NLinear = '7598.93', TFT = '7574.65', StemGNN = '7653.51', MLPMultivariate = '7600.72', TiDE = '7596.26', DeepNPTS = '7617.22', y = '7593.33' WHERE ds = '2024-07-30 00:00:00'
|
||
2024-11-20 10:20:43,735 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-30 00:00:00', NHITS = '7621.05', Informer = '7605.67', LSTM = '7554.07', iTransformer = '7693.67', TSMixer = '7599.03', TSMixerx = '7601.6', PatchTST = '7588.37', RNN = '7595.38', GRU = '7615.72', TCN = '7591.75', BiTCN = '7594.35', DilatedRNN = '7583.41', MLP = '7629.58', DLinear = '7602.19', NLinear = '7598.93', TFT = '7574.65', StemGNN = '7653.51', MLPMultivariate = '7600.72', TiDE = '7596.26', DeepNPTS = '7617.22', y = '7593.33' WHERE ds = '2024-07-30 00:00:00'
|
||
2024-11-20 10:20:43,738 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-31 00:00:00', NHITS = '7587.46', Informer = '7604.13', LSTM = '7557.67', iTransformer = '7676.02', TSMixer = '7593.74', TSMixerx = '7595.79', PatchTST = '7589.72', RNN = '7594.85', GRU = '7621.85', TCN = '7591.03', BiTCN = '7581.07', DilatedRNN = '7582.76', MLP = '7605.31', DLinear = '7587.62', NLinear = '7602.61', TFT = '7569.93', StemGNN = '7649.69', MLPMultivariate = '7571.38', TiDE = '7593.87', DeepNPTS = '7608.1', y = '7583.33' WHERE ds = '2024-07-31 00:00:00'
|
||
2024-11-20 10:20:43,738 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-31 00:00:00', NHITS = '7587.46', Informer = '7604.13', LSTM = '7557.67', iTransformer = '7676.02', TSMixer = '7593.74', TSMixerx = '7595.79', PatchTST = '7589.72', RNN = '7594.85', GRU = '7621.85', TCN = '7591.03', BiTCN = '7581.07', DilatedRNN = '7582.76', MLP = '7605.31', DLinear = '7587.62', NLinear = '7602.61', TFT = '7569.93', StemGNN = '7649.69', MLPMultivariate = '7571.38', TiDE = '7593.87', DeepNPTS = '7608.1', y = '7583.33' WHERE ds = '2024-07-31 00:00:00'
|
||
2024-11-20 10:20:43,740 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-01 00:00:00', NHITS = '7576.43', Informer = '7594.77', LSTM = '7542.38', iTransformer = '7676.91', TSMixer = '7583.79', TSMixerx = '7575.55', PatchTST = '7576.5', RNN = '7581.67', GRU = '7606.06', TCN = '7578.42', BiTCN = '7566.83', DilatedRNN = '7567.78', MLP = '7578.68', DLinear = '7581.86', NLinear = '7588.04', TFT = '7561.38', StemGNN = '7647.13', MLPMultivariate = '7543.93', TiDE = '7580.26', DeepNPTS = '7601.32', y = '7620.0' WHERE ds = '2024-08-01 00:00:00'
|
||
2024-11-20 10:20:43,740 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-01 00:00:00', NHITS = '7576.43', Informer = '7594.77', LSTM = '7542.38', iTransformer = '7676.91', TSMixer = '7583.79', TSMixerx = '7575.55', PatchTST = '7576.5', RNN = '7581.67', GRU = '7606.06', TCN = '7578.42', BiTCN = '7566.83', DilatedRNN = '7567.78', MLP = '7578.68', DLinear = '7581.86', NLinear = '7588.04', TFT = '7561.38', StemGNN = '7647.13', MLPMultivariate = '7543.93', TiDE = '7580.26', DeepNPTS = '7601.32', y = '7620.0' WHERE ds = '2024-08-01 00:00:00'
|
||
2024-11-20 10:20:43,742 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-02 00:00:00', NHITS = '7616.25', Informer = '7599.38', LSTM = '7601.53', iTransformer = '7702.78', TSMixer = '7607.2', TSMixerx = '7603.66', PatchTST = '7609.55', RNN = '7638.54', GRU = '7668.72', TCN = '7714.11', BiTCN = '7574.54', DilatedRNN = '7622.81', MLP = '7587.85', DLinear = '7601.98', NLinear = '7625.29', TFT = '7605.34', StemGNN = '7647.13', MLPMultivariate = '7558.22', TiDE = '7606.16', DeepNPTS = '7607.22', y = '7623.33' WHERE ds = '2024-08-02 00:00:00'
|
||
2024-11-20 10:20:43,742 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-02 00:00:00', NHITS = '7616.25', Informer = '7599.38', LSTM = '7601.53', iTransformer = '7702.78', TSMixer = '7607.2', TSMixerx = '7603.66', PatchTST = '7609.55', RNN = '7638.54', GRU = '7668.72', TCN = '7714.11', BiTCN = '7574.54', DilatedRNN = '7622.81', MLP = '7587.85', DLinear = '7601.98', NLinear = '7625.29', TFT = '7605.34', StemGNN = '7647.13', MLPMultivariate = '7558.22', TiDE = '7606.16', DeepNPTS = '7607.22', y = '7623.33' WHERE ds = '2024-08-02 00:00:00'
|
||
2024-11-20 10:20:43,744 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-05 00:00:00', NHITS = '7621.53', Informer = '7592.47', LSTM = '7595.34', iTransformer = '7698.87', TSMixer = '7621.36', TSMixerx = '7617.55', PatchTST = '7611.03', RNN = '7638.07', GRU = '7653.23', TCN = '7735.43', BiTCN = '7591.9', DilatedRNN = '7625.9', MLP = '7595.08', DLinear = '7607.4', NLinear = '7626.78', TFT = '7606.12', StemGNN = '7648.05', MLPMultivariate = '7577.72', TiDE = '7617.05', DeepNPTS = '7605.43', y = '7610.0' WHERE ds = '2024-08-05 00:00:00'
|
||
2024-11-20 10:20:43,744 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-05 00:00:00', NHITS = '7621.53', Informer = '7592.47', LSTM = '7595.34', iTransformer = '7698.87', TSMixer = '7621.36', TSMixerx = '7617.55', PatchTST = '7611.03', RNN = '7638.07', GRU = '7653.23', TCN = '7735.43', BiTCN = '7591.9', DilatedRNN = '7625.9', MLP = '7595.08', DLinear = '7607.4', NLinear = '7626.78', TFT = '7606.12', StemGNN = '7648.05', MLPMultivariate = '7577.72', TiDE = '7617.05', DeepNPTS = '7605.43', y = '7610.0' WHERE ds = '2024-08-05 00:00:00'
|
||
2024-11-20 10:20:43,746 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-06 00:00:00', NHITS = '7614.82', Informer = '7598.47', LSTM = '7578.08', iTransformer = '7696.71', TSMixer = '7616.64', TSMixerx = '7609.5', PatchTST = '7607.33', RNN = '7612.45', GRU = '7636.6', TCN = '7706.2', BiTCN = '7602.73', DilatedRNN = '7605.37', MLP = '7605.46', DLinear = '7622.93', NLinear = '7609.92', TFT = '7603.31', StemGNN = '7648.18', MLPMultivariate = '7593.61', TiDE = '7621.72', DeepNPTS = '7609.77', y = '7596.67' WHERE ds = '2024-08-06 00:00:00'
|
||
2024-11-20 10:20:43,746 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-06 00:00:00', NHITS = '7614.82', Informer = '7598.47', LSTM = '7578.08', iTransformer = '7696.71', TSMixer = '7616.64', TSMixerx = '7609.5', PatchTST = '7607.33', RNN = '7612.45', GRU = '7636.6', TCN = '7706.2', BiTCN = '7602.73', DilatedRNN = '7605.37', MLP = '7605.46', DLinear = '7622.93', NLinear = '7609.92', TFT = '7603.31', StemGNN = '7648.18', MLPMultivariate = '7593.61', TiDE = '7621.72', DeepNPTS = '7609.77', y = '7596.67' WHERE ds = '2024-08-06 00:00:00'
|
||
2024-11-20 10:20:43,748 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-07 00:00:00', NHITS = '7600.42', Informer = '7592.13', LSTM = '7560.49', iTransformer = '7700.19', TSMixer = '7603.22', TSMixerx = '7600.74', PatchTST = '7594.67', RNN = '7605.4', GRU = '7620.27', TCN = '7632.15', BiTCN = '7602.99', DilatedRNN = '7587.78', MLP = '7602.43', DLinear = '7620.43', NLinear = '7599.1', TFT = '7588.53', StemGNN = '7647.25', MLPMultivariate = '7581.33', TiDE = '7607.23', DeepNPTS = '7602.89', y = '7586.67' WHERE ds = '2024-08-07 00:00:00'
|
||
2024-11-20 10:20:43,748 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-07 00:00:00', NHITS = '7600.42', Informer = '7592.13', LSTM = '7560.49', iTransformer = '7700.19', TSMixer = '7603.22', TSMixerx = '7600.74', PatchTST = '7594.67', RNN = '7605.4', GRU = '7620.27', TCN = '7632.15', BiTCN = '7602.99', DilatedRNN = '7587.78', MLP = '7602.43', DLinear = '7620.43', NLinear = '7599.1', TFT = '7588.53', StemGNN = '7647.25', MLPMultivariate = '7581.33', TiDE = '7607.23', DeepNPTS = '7602.89', y = '7586.67' WHERE ds = '2024-08-07 00:00:00'
|
||
2024-11-20 10:20:43,752 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-08 00:00:00', NHITS = '7582.46', Informer = '7579.27', LSTM = '7547.9', iTransformer = '7691.99', TSMixer = '7590.51', TSMixerx = '7583.07', PatchTST = '7585.2', RNN = '7581.87', GRU = '7610.47', TCN = '7580.54', BiTCN = '7596.98', DilatedRNN = '7572.43', MLP = '7580.94', DLinear = '7599.9', NLinear = '7587.52', TFT = '7592.21', StemGNN = '7644.23', MLPMultivariate = '7643.29', TiDE = '7591.49', DeepNPTS = '7595.2', y = '7583.33' WHERE ds = '2024-08-08 00:00:00'
|
||
2024-11-20 10:20:43,752 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-08 00:00:00', NHITS = '7582.46', Informer = '7579.27', LSTM = '7547.9', iTransformer = '7691.99', TSMixer = '7590.51', TSMixerx = '7583.07', PatchTST = '7585.2', RNN = '7581.87', GRU = '7610.47', TCN = '7580.54', BiTCN = '7596.98', DilatedRNN = '7572.43', MLP = '7580.94', DLinear = '7599.9', NLinear = '7587.52', TFT = '7592.21', StemGNN = '7644.23', MLPMultivariate = '7643.29', TiDE = '7591.49', DeepNPTS = '7595.2', y = '7583.33' WHERE ds = '2024-08-08 00:00:00'
|
||
2024-11-20 10:20:43,755 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-09 00:00:00', NHITS = '7572.3', Informer = '7579.08', LSTM = '7544.76', iTransformer = '7685.98', TSMixer = '7581.03', TSMixerx = '7579.99', PatchTST = '7585.11', RNN = '7579.56', GRU = '7609.39', TCN = '7579.0', BiTCN = '7593.55', DilatedRNN = '7571.36', MLP = '7577.72', DLinear = '7584.52', NLinear = '7578.71', TFT = '7580.27', StemGNN = '7640.76', MLPMultivariate = '7661.68', TiDE = '7580.79', DeepNPTS = '7613.95', y = '7583.33' WHERE ds = '2024-08-09 00:00:00'
|
||
2024-11-20 10:20:43,755 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-09 00:00:00', NHITS = '7572.3', Informer = '7579.08', LSTM = '7544.76', iTransformer = '7685.98', TSMixer = '7581.03', TSMixerx = '7579.99', PatchTST = '7585.11', RNN = '7579.56', GRU = '7609.39', TCN = '7579.0', BiTCN = '7593.55', DilatedRNN = '7571.36', MLP = '7577.72', DLinear = '7584.52', NLinear = '7578.71', TFT = '7580.27', StemGNN = '7640.76', MLPMultivariate = '7661.68', TiDE = '7580.79', DeepNPTS = '7613.95', y = '7583.33' WHERE ds = '2024-08-09 00:00:00'
|
||
2024-11-20 10:20:43,757 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-12 00:00:00', NHITS = '7565.19', Informer = '7562.29', LSTM = '7545.41', iTransformer = '7676.57', TSMixer = '7579.53', TSMixerx = '7568.37', PatchTST = '7583.51', RNN = '7586.38', GRU = '7610.8', TCN = '7581.76', BiTCN = '7591.14', DilatedRNN = '7573.16', MLP = '7571.12', DLinear = '7579.25', NLinear = '7574.68', TFT = '7569.9', StemGNN = '7637.37', MLPMultivariate = '7675.83', TiDE = '7579.89', DeepNPTS = '7606.85', y = '7586.67' WHERE ds = '2024-08-12 00:00:00'
|
||
2024-11-20 10:20:43,757 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-12 00:00:00', NHITS = '7565.19', Informer = '7562.29', LSTM = '7545.41', iTransformer = '7676.57', TSMixer = '7579.53', TSMixerx = '7568.37', PatchTST = '7583.51', RNN = '7586.38', GRU = '7610.8', TCN = '7581.76', BiTCN = '7591.14', DilatedRNN = '7573.16', MLP = '7571.12', DLinear = '7579.25', NLinear = '7574.68', TFT = '7569.9', StemGNN = '7637.37', MLPMultivariate = '7675.83', TiDE = '7579.89', DeepNPTS = '7606.85', y = '7586.67' WHERE ds = '2024-08-12 00:00:00'
|
||
2024-11-20 10:20:43,759 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-13 00:00:00', NHITS = '7563.62', Informer = '7566.02', LSTM = '7550.8', iTransformer = '7670.48', TSMixer = '7579.66', TSMixerx = '7581.39', PatchTST = '7587.7', RNN = '7591.05', GRU = '7616.26', TCN = '7595.69', BiTCN = '7589.46', DilatedRNN = '7581.39', MLP = '7578.19', DLinear = '7586.37', NLinear = '7580.72', TFT = '7572.45', StemGNN = '7634.98', MLPMultivariate = '7685.1', TiDE = '7584.15', DeepNPTS = '7605.62', y = '7593.33' WHERE ds = '2024-08-13 00:00:00'
|
||
2024-11-20 10:20:43,759 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-13 00:00:00', NHITS = '7563.62', Informer = '7566.02', LSTM = '7550.8', iTransformer = '7670.48', TSMixer = '7579.66', TSMixerx = '7581.39', PatchTST = '7587.7', RNN = '7591.05', GRU = '7616.26', TCN = '7595.69', BiTCN = '7589.46', DilatedRNN = '7581.39', MLP = '7578.19', DLinear = '7586.37', NLinear = '7580.72', TFT = '7572.45', StemGNN = '7634.98', MLPMultivariate = '7685.1', TiDE = '7584.15', DeepNPTS = '7605.62', y = '7593.33' WHERE ds = '2024-08-13 00:00:00'
|
||
2024-11-20 10:20:43,761 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-14 00:00:00', NHITS = '7576.39', Informer = '7581.33', LSTM = '7560.34', iTransformer = '7675.32', TSMixer = '7581.9', TSMixerx = '7581.96', PatchTST = '7593.26', RNN = '7601.19', GRU = '7625.12', TCN = '7601.06', BiTCN = '7585.96', DilatedRNN = '7582.96', MLP = '7591.15', DLinear = '7583.67', NLinear = '7594.52', TFT = '7589.33', StemGNN = '7632.88', MLPMultivariate = '7686.85', TiDE = '7588.09', DeepNPTS = '7596.56', y = '7590.0' WHERE ds = '2024-08-14 00:00:00'
|
||
2024-11-20 10:20:43,761 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-14 00:00:00', NHITS = '7576.39', Informer = '7581.33', LSTM = '7560.34', iTransformer = '7675.32', TSMixer = '7581.9', TSMixerx = '7581.96', PatchTST = '7593.26', RNN = '7601.19', GRU = '7625.12', TCN = '7601.06', BiTCN = '7585.96', DilatedRNN = '7582.96', MLP = '7591.15', DLinear = '7583.67', NLinear = '7594.52', TFT = '7589.33', StemGNN = '7632.88', MLPMultivariate = '7686.85', TiDE = '7588.09', DeepNPTS = '7596.56', y = '7590.0' WHERE ds = '2024-08-14 00:00:00'
|
||
2024-11-20 10:20:43,763 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-15 00:00:00', NHITS = '7577.48', Informer = '7580.18', LSTM = '7554.1', iTransformer = '7682.5', TSMixer = '7580.27', TSMixerx = '7581.07', PatchTST = '7588.06', RNN = '7594.36', GRU = '7617.3', TCN = '7594.63', BiTCN = '7577.61', DilatedRNN = '7574.04', MLP = '7585.9', DLinear = '7573.04', NLinear = '7589.19', TFT = '7595.72', StemGNN = '7630.35', MLPMultivariate = '7676.25', TiDE = '7584.21', DeepNPTS = '7588.85', y = '7583.33' WHERE ds = '2024-08-15 00:00:00'
|
||
2024-11-20 10:20:43,763 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-15 00:00:00', NHITS = '7577.48', Informer = '7580.18', LSTM = '7554.1', iTransformer = '7682.5', TSMixer = '7580.27', TSMixerx = '7581.07', PatchTST = '7588.06', RNN = '7594.36', GRU = '7617.3', TCN = '7594.63', BiTCN = '7577.61', DilatedRNN = '7574.04', MLP = '7585.9', DLinear = '7573.04', NLinear = '7589.19', TFT = '7595.72', StemGNN = '7630.35', MLPMultivariate = '7676.25', TiDE = '7584.21', DeepNPTS = '7588.85', y = '7583.33' WHERE ds = '2024-08-15 00:00:00'
|
||
2024-11-20 10:20:43,766 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-16 00:00:00', NHITS = '7575.3', Informer = '7564.63', LSTM = '7545.8', iTransformer = '7686.68', TSMixer = '7575.85', TSMixerx = '7576.91', PatchTST = '7580.0', RNN = '7585.32', GRU = '7609.72', TCN = '7583.25', BiTCN = '7570.84', DilatedRNN = '7568.21', MLP = '7574.59', DLinear = '7570.58', NLinear = '7584.68', TFT = '7589.57', StemGNN = '7627.38', MLPMultivariate = '7665.61', TiDE = '7577.83', DeepNPTS = '7587.43', y = '7583.33' WHERE ds = '2024-08-16 00:00:00'
|
||
2024-11-20 10:20:43,766 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-16 00:00:00', NHITS = '7575.3', Informer = '7564.63', LSTM = '7545.8', iTransformer = '7686.68', TSMixer = '7575.85', TSMixerx = '7576.91', PatchTST = '7580.0', RNN = '7585.32', GRU = '7609.72', TCN = '7583.25', BiTCN = '7570.84', DilatedRNN = '7568.21', MLP = '7574.59', DLinear = '7570.58', NLinear = '7584.68', TFT = '7589.57', StemGNN = '7627.38', MLPMultivariate = '7665.61', TiDE = '7577.83', DeepNPTS = '7587.43', y = '7583.33' WHERE ds = '2024-08-16 00:00:00'
|
||
2024-11-20 10:20:43,769 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-19 00:00:00', NHITS = '7583.78', Informer = '7564.47', LSTM = '7547.04', iTransformer = '7693.78', TSMixer = '7576.66', TSMixerx = '7590.53', PatchTST = '7583.24', RNN = '7587.57', GRU = '7611.94', TCN = '7580.78', BiTCN = '7566.85', DilatedRNN = '7568.77', MLP = '7576.56', DLinear = '7563.43', NLinear = '7580.76', TFT = '7592.1', StemGNN = '7624.46', MLPMultivariate = '7672.57', TiDE = '7577.68', DeepNPTS = '7592.79', y = '7570.0' WHERE ds = '2024-08-19 00:00:00'
|
||
2024-11-20 10:20:43,769 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-19 00:00:00', NHITS = '7583.78', Informer = '7564.47', LSTM = '7547.04', iTransformer = '7693.78', TSMixer = '7576.66', TSMixerx = '7590.53', PatchTST = '7583.24', RNN = '7587.57', GRU = '7611.94', TCN = '7580.78', BiTCN = '7566.85', DilatedRNN = '7568.77', MLP = '7576.56', DLinear = '7563.43', NLinear = '7580.76', TFT = '7592.1', StemGNN = '7624.46', MLPMultivariate = '7672.57', TiDE = '7577.68', DeepNPTS = '7592.79', y = '7570.0' WHERE ds = '2024-08-19 00:00:00'
|
||
2024-11-20 10:20:43,772 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-20 00:00:00', NHITS = '7572.15', Informer = '7547.01', LSTM = '7526.81', iTransformer = '7671.45', TSMixer = '7568.6', TSMixerx = '7580.24', PatchTST = '7569.61', RNN = '7567.35', GRU = '7591.95', TCN = '7568.04', BiTCN = '7561.53', DilatedRNN = '7550.82', MLP = '7574.94', DLinear = '7559.89', NLinear = '7564.28', TFT = '7585.51', StemGNN = '7621.06', MLPMultivariate = '7668.15', TiDE = '7564.85', DeepNPTS = '7593.95', y = '7570.0' WHERE ds = '2024-08-20 00:00:00'
|
||
2024-11-20 10:20:43,772 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-20 00:00:00', NHITS = '7572.15', Informer = '7547.01', LSTM = '7526.81', iTransformer = '7671.45', TSMixer = '7568.6', TSMixerx = '7580.24', PatchTST = '7569.61', RNN = '7567.35', GRU = '7591.95', TCN = '7568.04', BiTCN = '7561.53', DilatedRNN = '7550.82', MLP = '7574.94', DLinear = '7559.89', NLinear = '7564.28', TFT = '7585.51', StemGNN = '7621.06', MLPMultivariate = '7668.15', TiDE = '7564.85', DeepNPTS = '7593.95', y = '7570.0' WHERE ds = '2024-08-20 00:00:00'
|
||
2024-11-20 10:20:43,774 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-21 00:00:00', NHITS = '7573.42', Informer = '7547.32', LSTM = '7530.82', iTransformer = '7666.64', TSMixer = '7567.89', TSMixerx = '7575.96', PatchTST = '7578.4', RNN = '7571.05', GRU = '7598.86', TCN = '7567.66', BiTCN = '7559.81', DilatedRNN = '7551.3', MLP = '7579.86', DLinear = '7556.56', NLinear = '7568.24', TFT = '7577.28', StemGNN = '7617.48', MLPMultivariate = '7658.24', TiDE = '7567.96', DeepNPTS = '7595.48', y = '7570.0' WHERE ds = '2024-08-21 00:00:00'
|
||
2024-11-20 10:20:43,774 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-21 00:00:00', NHITS = '7573.42', Informer = '7547.32', LSTM = '7530.82', iTransformer = '7666.64', TSMixer = '7567.89', TSMixerx = '7575.96', PatchTST = '7578.4', RNN = '7571.05', GRU = '7598.86', TCN = '7567.66', BiTCN = '7559.81', DilatedRNN = '7551.3', MLP = '7579.86', DLinear = '7556.56', NLinear = '7568.24', TFT = '7577.28', StemGNN = '7617.48', MLPMultivariate = '7658.24', TiDE = '7567.96', DeepNPTS = '7595.48', y = '7570.0' WHERE ds = '2024-08-21 00:00:00'
|
||
2024-11-20 10:20:43,776 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-22 00:00:00', NHITS = '7573.07', Informer = '7553.0', LSTM = '7529.61', iTransformer = '7668.62', TSMixer = '7570.14', TSMixerx = '7576.54', PatchTST = '7578.19', RNN = '7572.59', GRU = '7597.05', TCN = '7564.06', BiTCN = '7557.67', DilatedRNN = '7549.96', MLP = '7582.79', DLinear = '7558.09', NLinear = '7571.36', TFT = '7573.0', StemGNN = '7613.63', MLPMultivariate = '7649.21', TiDE = '7570.82', DeepNPTS = '7596.41', y = '7590.0' WHERE ds = '2024-08-22 00:00:00'
|
||
2024-11-20 10:20:43,776 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-22 00:00:00', NHITS = '7573.07', Informer = '7553.0', LSTM = '7529.61', iTransformer = '7668.62', TSMixer = '7570.14', TSMixerx = '7576.54', PatchTST = '7578.19', RNN = '7572.59', GRU = '7597.05', TCN = '7564.06', BiTCN = '7557.67', DilatedRNN = '7549.96', MLP = '7582.79', DLinear = '7558.09', NLinear = '7571.36', TFT = '7573.0', StemGNN = '7613.63', MLPMultivariate = '7649.21', TiDE = '7570.82', DeepNPTS = '7596.41', y = '7590.0' WHERE ds = '2024-08-22 00:00:00'
|
||
2024-11-20 10:20:43,778 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-23 00:00:00', NHITS = '7591.57', Informer = '7570.94', LSTM = '7560.14', iTransformer = '7670.81', TSMixer = '7585.53', TSMixerx = '7577.36', PatchTST = '7595.08', RNN = '7597.17', GRU = '7628.08', TCN = '7602.95', BiTCN = '7563.0', DilatedRNN = '7578.88', MLP = '7588.25', DLinear = '7580.61', NLinear = '7588.53', TFT = '7588.33', StemGNN = '7610.53', MLPMultivariate = '7651.94', TiDE = '7586.39', DeepNPTS = '7599.99', y = '7583.33' WHERE ds = '2024-08-23 00:00:00'
|
||
2024-11-20 10:20:43,778 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-23 00:00:00', NHITS = '7591.57', Informer = '7570.94', LSTM = '7560.14', iTransformer = '7670.81', TSMixer = '7585.53', TSMixerx = '7577.36', PatchTST = '7595.08', RNN = '7597.17', GRU = '7628.08', TCN = '7602.95', BiTCN = '7563.0', DilatedRNN = '7578.88', MLP = '7588.25', DLinear = '7580.61', NLinear = '7588.53', TFT = '7588.33', StemGNN = '7610.53', MLPMultivariate = '7651.94', TiDE = '7586.39', DeepNPTS = '7599.99', y = '7583.33' WHERE ds = '2024-08-23 00:00:00'
|
||
2024-11-20 10:20:43,781 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-26 00:00:00', NHITS = '7585.94', Informer = '7559.82', LSTM = '7544.76', iTransformer = '7661.83', TSMixer = '7584.95', TSMixerx = '7583.38', PatchTST = '7584.8', RNN = '7588.16', GRU = '7607.8', TCN = '7587.92', BiTCN = '7569.26', DilatedRNN = '7568.6', MLP = '7581.87', DLinear = '7588.27', NLinear = '7584.7', TFT = '7584.03', StemGNN = '7607.22', MLPMultivariate = '7649.99', TiDE = '7582.57', DeepNPTS = '7594.95', y = '7583.33' WHERE ds = '2024-08-26 00:00:00'
|
||
2024-11-20 10:20:43,781 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-26 00:00:00', NHITS = '7585.94', Informer = '7559.82', LSTM = '7544.76', iTransformer = '7661.83', TSMixer = '7584.95', TSMixerx = '7583.38', PatchTST = '7584.8', RNN = '7588.16', GRU = '7607.8', TCN = '7587.92', BiTCN = '7569.26', DilatedRNN = '7568.6', MLP = '7581.87', DLinear = '7588.27', NLinear = '7584.7', TFT = '7584.03', StemGNN = '7607.22', MLPMultivariate = '7649.99', TiDE = '7582.57', DeepNPTS = '7594.95', y = '7583.33' WHERE ds = '2024-08-26 00:00:00'
|
||
2024-11-20 10:20:43,784 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-27 00:00:00', NHITS = '7583.67', Informer = '7562.52', LSTM = '7548.9', iTransformer = '7658.7', TSMixer = '7583.01', TSMixerx = '7588.14', PatchTST = '7583.17', RNN = '7588.62', GRU = '7614.19', TCN = '7590.1', BiTCN = '7572.3', DilatedRNN = '7571.03', MLP = '7577.78', DLinear = '7596.16', NLinear = '7581.18', TFT = '7582.94', StemGNN = '7603.87', MLPMultivariate = '7646.62', TiDE = '7585.5', DeepNPTS = '7587.22', y = '7610.0' WHERE ds = '2024-08-27 00:00:00'
|
||
2024-11-20 10:20:43,784 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-27 00:00:00', NHITS = '7583.67', Informer = '7562.52', LSTM = '7548.9', iTransformer = '7658.7', TSMixer = '7583.01', TSMixerx = '7588.14', PatchTST = '7583.17', RNN = '7588.62', GRU = '7614.19', TCN = '7590.1', BiTCN = '7572.3', DilatedRNN = '7571.03', MLP = '7577.78', DLinear = '7596.16', NLinear = '7581.18', TFT = '7582.94', StemGNN = '7603.87', MLPMultivariate = '7646.62', TiDE = '7585.5', DeepNPTS = '7587.22', y = '7610.0' WHERE ds = '2024-08-27 00:00:00'
|
||
2024-11-20 10:20:43,787 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-28 00:00:00', NHITS = '7608.75', Informer = '7573.37', LSTM = '7587.12', iTransformer = '7673.3', TSMixer = '7599.94', TSMixerx = '7608.28', PatchTST = '7606.73', RNN = '7628.21', GRU = '7652.47', TCN = '7664.54', BiTCN = '7591.65', DilatedRNN = '7610.38', MLP = '7596.44', DLinear = '7602.33', NLinear = '7610.44', TFT = '7591.02', StemGNN = '7601.62', MLPMultivariate = '7649.51', TiDE = '7604.31', DeepNPTS = '7595.06', y = '7610.0' WHERE ds = '2024-08-28 00:00:00'
|
||
2024-11-20 10:20:43,787 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-28 00:00:00', NHITS = '7608.75', Informer = '7573.37', LSTM = '7587.12', iTransformer = '7673.3', TSMixer = '7599.94', TSMixerx = '7608.28', PatchTST = '7606.73', RNN = '7628.21', GRU = '7652.47', TCN = '7664.54', BiTCN = '7591.65', DilatedRNN = '7610.38', MLP = '7596.44', DLinear = '7602.33', NLinear = '7610.44', TFT = '7591.02', StemGNN = '7601.62', MLPMultivariate = '7649.51', TiDE = '7604.31', DeepNPTS = '7595.06', y = '7610.0' WHERE ds = '2024-08-28 00:00:00'
|
||
2024-11-20 10:20:43,789 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-29 00:00:00', NHITS = '7610.24', Informer = '7581.95', LSTM = '7579.49', iTransformer = '7667.2', TSMixer = '7606.13', TSMixerx = '7611.64', PatchTST = '7601.7', RNN = '7614.17', GRU = '7638.98', TCN = '7657.09', BiTCN = '7608.52', DilatedRNN = '7604.72', MLP = '7599.74', DLinear = '7592.46', NLinear = '7610.07', TFT = '7593.12', StemGNN = '7599.89', MLPMultivariate = '7651.06', TiDE = '7610.39', DeepNPTS = '7598.34', y = '7613.33' WHERE ds = '2024-08-29 00:00:00'
|
||
2024-11-20 10:20:43,789 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-29 00:00:00', NHITS = '7610.24', Informer = '7581.95', LSTM = '7579.49', iTransformer = '7667.2', TSMixer = '7606.13', TSMixerx = '7611.64', PatchTST = '7601.7', RNN = '7614.17', GRU = '7638.98', TCN = '7657.09', BiTCN = '7608.52', DilatedRNN = '7604.72', MLP = '7599.74', DLinear = '7592.46', NLinear = '7610.07', TFT = '7593.12', StemGNN = '7599.89', MLPMultivariate = '7651.06', TiDE = '7610.39', DeepNPTS = '7598.34', y = '7613.33' WHERE ds = '2024-08-29 00:00:00'
|
||
2024-11-20 10:20:43,790 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-30 00:00:00', NHITS = '7614.03', Informer = '7597.63', LSTM = '7586.96', iTransformer = '7655.72', TSMixer = '7609.34', TSMixerx = '7627.82', PatchTST = '7609.66', RNN = '7622.84', GRU = '7647.73', TCN = '7683.32', BiTCN = '7625.2', DilatedRNN = '7611.68', MLP = '7604.11', DLinear = '7604.98', NLinear = '7607.4', TFT = '7605.44', StemGNN = '7598.84', MLPMultivariate = '7655.51', TiDE = '7616.44', DeepNPTS = '7604.42', y = '7606.67' WHERE ds = '2024-08-30 00:00:00'
|
||
2024-11-20 10:20:43,790 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-30 00:00:00', NHITS = '7614.03', Informer = '7597.63', LSTM = '7586.96', iTransformer = '7655.72', TSMixer = '7609.34', TSMixerx = '7627.82', PatchTST = '7609.66', RNN = '7622.84', GRU = '7647.73', TCN = '7683.32', BiTCN = '7625.2', DilatedRNN = '7611.68', MLP = '7604.11', DLinear = '7604.98', NLinear = '7607.4', TFT = '7605.44', StemGNN = '7598.84', MLPMultivariate = '7655.51', TiDE = '7616.44', DeepNPTS = '7604.42', y = '7606.67' WHERE ds = '2024-08-30 00:00:00'
|
||
2024-11-20 10:20:43,793 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-02 00:00:00', NHITS = '7605.77', Informer = '7607.48', LSTM = '7574.01', iTransformer = '7657.55', TSMixer = '7606.13', TSMixerx = '7623.34', PatchTST = '7601.08', RNN = '7617.14', GRU = '7632.79', TCN = '7647.45', BiTCN = '7631.48', DilatedRNN = '7601.88', MLP = '7607.32', DLinear = '7602.92', NLinear = '7610.32', TFT = '7598.03', StemGNN = '7597.7', MLPMultivariate = '7649.4', TiDE = '7604.07', DeepNPTS = '7593.73', y = '7583.33' WHERE ds = '2024-09-02 00:00:00'
|
||
2024-11-20 10:20:43,793 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-02 00:00:00', NHITS = '7605.77', Informer = '7607.48', LSTM = '7574.01', iTransformer = '7657.55', TSMixer = '7606.13', TSMixerx = '7623.34', PatchTST = '7601.08', RNN = '7617.14', GRU = '7632.79', TCN = '7647.45', BiTCN = '7631.48', DilatedRNN = '7601.88', MLP = '7607.32', DLinear = '7602.92', NLinear = '7610.32', TFT = '7598.03', StemGNN = '7597.7', MLPMultivariate = '7649.4', TiDE = '7604.07', DeepNPTS = '7593.73', y = '7583.33' WHERE ds = '2024-09-02 00:00:00'
|
||
2024-11-20 10:20:43,796 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-03 00:00:00', NHITS = '7585.53', Informer = '7591.18', LSTM = '7541.28', iTransformer = '7616.14', TSMixer = '7585.56', TSMixerx = '7597.08', PatchTST = '7575.22', RNN = '7577.4', GRU = '7602.02', TCN = '7584.32', BiTCN = '7620.22', DilatedRNN = '7566.19', MLP = '7593.28', DLinear = '7584.09', NLinear = '7584.79', TFT = '7569.87', StemGNN = '7596.02', MLPMultivariate = '7632.57', TiDE = '7579.08', DeepNPTS = '7589.84', y = '7562.5' WHERE ds = '2024-09-03 00:00:00'
|
||
2024-11-20 10:20:43,796 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-03 00:00:00', NHITS = '7585.53', Informer = '7591.18', LSTM = '7541.28', iTransformer = '7616.14', TSMixer = '7585.56', TSMixerx = '7597.08', PatchTST = '7575.22', RNN = '7577.4', GRU = '7602.02', TCN = '7584.32', BiTCN = '7620.22', DilatedRNN = '7566.19', MLP = '7593.28', DLinear = '7584.09', NLinear = '7584.79', TFT = '7569.87', StemGNN = '7596.02', MLPMultivariate = '7632.57', TiDE = '7579.08', DeepNPTS = '7589.84', y = '7562.5' WHERE ds = '2024-09-03 00:00:00'
|
||
2024-11-20 10:20:43,798 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-04 00:00:00', NHITS = '7568.37', Informer = '7571.94', LSTM = '7515.98', iTransformer = '7610.57', TSMixer = '7565.79', TSMixerx = '7581.26', PatchTST = '7562.25', RNN = '7558.08', GRU = '7581.85', TCN = '7545.27', BiTCN = '7604.56', DilatedRNN = '7535.46', MLP = '7576.39', DLinear = '7572.94', NLinear = '7565.45', TFT = '7557.33', StemGNN = '7593.59', MLPMultivariate = '7618.83', TiDE = '7560.98', DeepNPTS = '7584.89', y = '7535.0' WHERE ds = '2024-09-04 00:00:00'
|
||
2024-11-20 10:20:43,798 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-04 00:00:00', NHITS = '7568.37', Informer = '7571.94', LSTM = '7515.98', iTransformer = '7610.57', TSMixer = '7565.79', TSMixerx = '7581.26', PatchTST = '7562.25', RNN = '7558.08', GRU = '7581.85', TCN = '7545.27', BiTCN = '7604.56', DilatedRNN = '7535.46', MLP = '7576.39', DLinear = '7572.94', NLinear = '7565.45', TFT = '7557.33', StemGNN = '7593.59', MLPMultivariate = '7618.83', TiDE = '7560.98', DeepNPTS = '7584.89', y = '7535.0' WHERE ds = '2024-09-04 00:00:00'
|
||
2024-11-20 10:20:43,801 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-05 00:00:00', NHITS = '7543.76', Informer = '7554.78', LSTM = '7480.27', iTransformer = '7596.32', TSMixer = '7542.46', TSMixerx = '7560.43', PatchTST = '7542.41', RNN = '7526.06', GRU = '7549.62', TCN = '7514.26', BiTCN = '7580.6', DilatedRNN = '7496.51', MLP = '7554.42', DLinear = '7552.65', NLinear = '7529.62', TFT = '7533.45', StemGNN = '7589.9', MLPMultivariate = '7609.7', TiDE = '7536.19', DeepNPTS = '7604.62', y = '7475.0' WHERE ds = '2024-09-05 00:00:00'
|
||
2024-11-20 10:20:43,801 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-05 00:00:00', NHITS = '7543.76', Informer = '7554.78', LSTM = '7480.27', iTransformer = '7596.32', TSMixer = '7542.46', TSMixerx = '7560.43', PatchTST = '7542.41', RNN = '7526.06', GRU = '7549.62', TCN = '7514.26', BiTCN = '7580.6', DilatedRNN = '7496.51', MLP = '7554.42', DLinear = '7552.65', NLinear = '7529.62', TFT = '7533.45', StemGNN = '7589.9', MLPMultivariate = '7609.7', TiDE = '7536.19', DeepNPTS = '7604.62', y = '7475.0' WHERE ds = '2024-09-05 00:00:00'
|
||
2024-11-20 10:20:43,803 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-06 00:00:00', NHITS = '7486.44', Informer = '7535.38', LSTM = '7399.34', iTransformer = '7579.63', TSMixer = '7490.15', TSMixerx = '7530.32', PatchTST = '7484.73', RNN = '7455.8', GRU = '7477.09', TCN = '7467.9', BiTCN = '7540.47', DilatedRNN = '7420.37', MLP = '7514.24', DLinear = '7518.1', NLinear = '7469.82', TFT = '7508.77', StemGNN = '7582.87', MLPMultivariate = '7581.29', TiDE = '7483.85', DeepNPTS = '7606.65', y = '7442.5' WHERE ds = '2024-09-06 00:00:00'
|
||
2024-11-20 10:20:43,803 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-06 00:00:00', NHITS = '7486.44', Informer = '7535.38', LSTM = '7399.34', iTransformer = '7579.63', TSMixer = '7490.15', TSMixerx = '7530.32', PatchTST = '7484.73', RNN = '7455.8', GRU = '7477.09', TCN = '7467.9', BiTCN = '7540.47', DilatedRNN = '7420.37', MLP = '7514.24', DLinear = '7518.1', NLinear = '7469.82', TFT = '7508.77', StemGNN = '7582.87', MLPMultivariate = '7581.29', TiDE = '7483.85', DeepNPTS = '7606.65', y = '7442.5' WHERE ds = '2024-09-06 00:00:00'
|
||
2024-11-20 10:20:43,807 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-09 00:00:00', NHITS = '7470.01', Informer = '7515.88', LSTM = '7364.62', iTransformer = '7562.42', TSMixer = '7446.27', TSMixerx = '7498.53', PatchTST = '7460.67', RNN = '7431.29', GRU = '7457.63', TCN = '7439.77', BiTCN = '7496.35', DilatedRNN = '7380.39', MLP = '7490.04', DLinear = '7478.05', NLinear = '7433.33', TFT = '7489.86', StemGNN = '7574.18', MLPMultivariate = '7557.17', TiDE = '7447.27', DeepNPTS = '7583.34', y = '7422.5' WHERE ds = '2024-09-09 00:00:00'
|
||
2024-11-20 10:20:43,807 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-09 00:00:00', NHITS = '7470.01', Informer = '7515.88', LSTM = '7364.62', iTransformer = '7562.42', TSMixer = '7446.27', TSMixerx = '7498.53', PatchTST = '7460.67', RNN = '7431.29', GRU = '7457.63', TCN = '7439.77', BiTCN = '7496.35', DilatedRNN = '7380.39', MLP = '7490.04', DLinear = '7478.05', NLinear = '7433.33', TFT = '7489.86', StemGNN = '7574.18', MLPMultivariate = '7557.17', TiDE = '7447.27', DeepNPTS = '7583.34', y = '7422.5' WHERE ds = '2024-09-09 00:00:00'
|
||
2024-11-20 10:20:43,810 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-10 00:00:00', NHITS = '7451.33', Informer = '7504.81', LSTM = '7339.71', iTransformer = '7541.21', TSMixer = '7420.48', TSMixerx = '7477.1', PatchTST = '7438.77', RNN = '7409.71', GRU = '7440.34', TCN = '7417.87', BiTCN = '7462.64', DilatedRNN = '7355.09', MLP = '7458.54', DLinear = '7445.15', NLinear = '7421.15', TFT = '7475.16', StemGNN = '7564.85', MLPMultivariate = '7527.78', TiDE = '7425.45', DeepNPTS = '7562.5', y = '7412.5' WHERE ds = '2024-09-10 00:00:00'
|
||
2024-11-20 10:20:43,810 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-10 00:00:00', NHITS = '7451.33', Informer = '7504.81', LSTM = '7339.71', iTransformer = '7541.21', TSMixer = '7420.48', TSMixerx = '7477.1', PatchTST = '7438.77', RNN = '7409.71', GRU = '7440.34', TCN = '7417.87', BiTCN = '7462.64', DilatedRNN = '7355.09', MLP = '7458.54', DLinear = '7445.15', NLinear = '7421.15', TFT = '7475.16', StemGNN = '7564.85', MLPMultivariate = '7527.78', TiDE = '7425.45', DeepNPTS = '7562.5', y = '7412.5' WHERE ds = '2024-09-10 00:00:00'
|
||
2024-11-20 10:20:43,815 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-11 00:00:00', NHITS = '7430.97', Informer = '7491.05', LSTM = '7330.97', iTransformer = '7519.37', TSMixer = '7404.28', TSMixerx = '7462.26', PatchTST = '7420.89', RNN = '7398.85', GRU = '7436.14', TCN = '7408.15', BiTCN = '7431.14', DilatedRNN = '7340.45', MLP = '7432.55', DLinear = '7418.98', NLinear = '7415.28', TFT = '7464.61', StemGNN = '7555.64', MLPMultivariate = '7498.71', TiDE = '7417.44', DeepNPTS = '7535.0', y = '7387.5' WHERE ds = '2024-09-11 00:00:00'
|
||
2024-11-20 10:20:43,815 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-11 00:00:00', NHITS = '7430.97', Informer = '7491.05', LSTM = '7330.97', iTransformer = '7519.37', TSMixer = '7404.28', TSMixerx = '7462.26', PatchTST = '7420.89', RNN = '7398.85', GRU = '7436.14', TCN = '7408.15', BiTCN = '7431.14', DilatedRNN = '7340.45', MLP = '7432.55', DLinear = '7418.98', NLinear = '7415.28', TFT = '7464.61', StemGNN = '7555.64', MLPMultivariate = '7498.71', TiDE = '7417.44', DeepNPTS = '7535.0', y = '7387.5' WHERE ds = '2024-09-11 00:00:00'
|
||
2024-11-20 10:20:43,818 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-12 00:00:00', NHITS = '7398.0', Informer = '7478.74', LSTM = '7303.67', iTransformer = '7492.92', TSMixer = '7382.31', TSMixerx = '7444.67', PatchTST = '7391.09', RNN = '7382.94', GRU = '7411.65', TCN = '7396.88', BiTCN = '7397.14', DilatedRNN = '7313.15', MLP = '7402.38', DLinear = '7400.79', NLinear = '7386.94', TFT = '7448.76', StemGNN = '7545.54', MLPMultivariate = '7460.06', TiDE = '7395.3', DeepNPTS = '7475.01', y = '7380.0' WHERE ds = '2024-09-12 00:00:00'
|
||
2024-11-20 10:20:43,818 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-12 00:00:00', NHITS = '7398.0', Informer = '7478.74', LSTM = '7303.67', iTransformer = '7492.92', TSMixer = '7382.31', TSMixerx = '7444.67', PatchTST = '7391.09', RNN = '7382.94', GRU = '7411.65', TCN = '7396.88', BiTCN = '7397.14', DilatedRNN = '7313.15', MLP = '7402.38', DLinear = '7400.79', NLinear = '7386.94', TFT = '7448.76', StemGNN = '7545.54', MLPMultivariate = '7460.06', TiDE = '7395.3', DeepNPTS = '7475.01', y = '7380.0' WHERE ds = '2024-09-12 00:00:00'
|
||
2024-11-20 10:20:43,821 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-13 00:00:00', NHITS = '7388.71', Informer = '7460.03', LSTM = '7300.95', iTransformer = '7464.13', TSMixer = '7369.45', TSMixerx = '7424.93', PatchTST = '7380.86', RNN = '7379.25', GRU = '7411.88', TCN = '7392.85', BiTCN = '7374.15', DilatedRNN = '7309.57', MLP = '7382.1', DLinear = '7401.54', NLinear = '7385.04', TFT = '7438.55', StemGNN = '7535.68', MLPMultivariate = '7439.73', TiDE = '7384.62', DeepNPTS = '7442.51', y = '7395.0' WHERE ds = '2024-09-13 00:00:00'
|
||
2024-11-20 10:20:43,821 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-13 00:00:00', NHITS = '7388.71', Informer = '7460.03', LSTM = '7300.95', iTransformer = '7464.13', TSMixer = '7369.45', TSMixerx = '7424.93', PatchTST = '7380.86', RNN = '7379.25', GRU = '7411.88', TCN = '7392.85', BiTCN = '7374.15', DilatedRNN = '7309.57', MLP = '7382.1', DLinear = '7401.54', NLinear = '7385.04', TFT = '7438.55', StemGNN = '7535.68', MLPMultivariate = '7439.73', TiDE = '7384.62', DeepNPTS = '7442.51', y = '7395.0' WHERE ds = '2024-09-13 00:00:00'
|
||
2024-11-20 10:20:43,823 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-14 00:00:00', NHITS = '7403.95', Informer = '7464.0', LSTM = '7318.92', iTransformer = '7450.39', TSMixer = '7380.9', TSMixerx = '7417.35', PatchTST = '7390.87', RNN = '7396.28', GRU = '7429.07', TCN = '7406.03', BiTCN = '7371.11', DilatedRNN = '7327.5', MLP = '7375.1', DLinear = '7403.94', NLinear = '7403.98', TFT = '7435.49', StemGNN = '7527.23', MLPMultivariate = '7421.01', TiDE = '7393.19', DeepNPTS = '7422.53', y = '7375.0' WHERE ds = '2024-09-14 00:00:00'
|
||
2024-11-20 10:20:43,823 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-14 00:00:00', NHITS = '7403.95', Informer = '7464.0', LSTM = '7318.92', iTransformer = '7450.39', TSMixer = '7380.9', TSMixerx = '7417.35', PatchTST = '7390.87', RNN = '7396.28', GRU = '7429.07', TCN = '7406.03', BiTCN = '7371.11', DilatedRNN = '7327.5', MLP = '7375.1', DLinear = '7403.94', NLinear = '7403.98', TFT = '7435.49', StemGNN = '7527.23', MLPMultivariate = '7421.01', TiDE = '7393.19', DeepNPTS = '7422.53', y = '7375.0' WHERE ds = '2024-09-14 00:00:00'
|
||
2024-11-20 10:20:43,826 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-18 00:00:00', NHITS = '7378.25', Informer = '7450.51', LSTM = '7296.64', iTransformer = '7420.48', TSMixer = '7374.33', TSMixerx = '7397.35', PatchTST = '7365.31', RNN = '7369.65', GRU = '7403.89', TCN = '7405.31', BiTCN = '7367.04', DilatedRNN = '7307.74', MLP = '7352.11', DLinear = '7382.56', NLinear = '7384.77', TFT = '7418.46', StemGNN = '7518.24', MLPMultivariate = '7376.68', TiDE = '7382.2', DeepNPTS = '7412.61', y = '7342.5' WHERE ds = '2024-09-18 00:00:00'
|
||
2024-11-20 10:20:43,826 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-18 00:00:00', NHITS = '7378.25', Informer = '7450.51', LSTM = '7296.64', iTransformer = '7420.48', TSMixer = '7374.33', TSMixerx = '7397.35', PatchTST = '7365.31', RNN = '7369.65', GRU = '7403.89', TCN = '7405.31', BiTCN = '7367.04', DilatedRNN = '7307.74', MLP = '7352.11', DLinear = '7382.56', NLinear = '7384.77', TFT = '7418.46', StemGNN = '7518.24', MLPMultivariate = '7376.68', TiDE = '7382.2', DeepNPTS = '7412.61', y = '7342.5' WHERE ds = '2024-09-18 00:00:00'
|
||
2024-11-20 10:20:43,829 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-19 00:00:00', NHITS = '7345.8', Informer = '7424.07', LSTM = '7273.03', iTransformer = '7383.78', TSMixer = '7351.39', TSMixerx = '7367.71', PatchTST = '7348.02', RNN = '7343.67', GRU = '7377.78', TCN = '7405.74', BiTCN = '7364.49', DilatedRNN = '7286.64', MLP = '7340.79', DLinear = '7371.55', NLinear = '7346.23', TFT = '7404.98', StemGNN = '7508.11', MLPMultivariate = '7313.24', TiDE = '7357.08', DeepNPTS = '7392.25', y = '7325.0' WHERE ds = '2024-09-19 00:00:00'
|
||
2024-11-20 10:20:43,829 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-19 00:00:00', NHITS = '7345.8', Informer = '7424.07', LSTM = '7273.03', iTransformer = '7383.78', TSMixer = '7351.39', TSMixerx = '7367.71', PatchTST = '7348.02', RNN = '7343.67', GRU = '7377.78', TCN = '7405.74', BiTCN = '7364.49', DilatedRNN = '7286.64', MLP = '7340.79', DLinear = '7371.55', NLinear = '7346.23', TFT = '7404.98', StemGNN = '7508.11', MLPMultivariate = '7313.24', TiDE = '7357.08', DeepNPTS = '7392.25', y = '7325.0' WHERE ds = '2024-09-19 00:00:00'
|
||
2024-11-20 10:20:43,831 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-20 00:00:00', NHITS = '7331.34', Informer = '7411.4', LSTM = '7261.47', iTransformer = '7359.5', TSMixer = '7333.1', TSMixerx = '7352.78', PatchTST = '7340.24', RNN = '7332.29', GRU = '7366.28', TCN = '7407.88', BiTCN = '7366.1', DilatedRNN = '7275.0', MLP = '7339.29', DLinear = '7357.37', NLinear = '7336.36', TFT = '7381.77', StemGNN = '7497.51', MLPMultivariate = '7277.24', TiDE = '7337.64', DeepNPTS = '7389.01', y = '7340.0' WHERE ds = '2024-09-20 00:00:00'
|
||
2024-11-20 10:20:43,831 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-20 00:00:00', NHITS = '7331.34', Informer = '7411.4', LSTM = '7261.47', iTransformer = '7359.5', TSMixer = '7333.1', TSMixerx = '7352.78', PatchTST = '7340.24', RNN = '7332.29', GRU = '7366.28', TCN = '7407.88', BiTCN = '7366.1', DilatedRNN = '7275.0', MLP = '7339.29', DLinear = '7357.37', NLinear = '7336.36', TFT = '7381.77', StemGNN = '7497.51', MLPMultivariate = '7277.24', TiDE = '7337.64', DeepNPTS = '7389.01', y = '7340.0' WHERE ds = '2024-09-20 00:00:00'
|
||
2024-11-20 10:20:43,834 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-23 00:00:00', NHITS = '7350.17', Informer = '7409.47', LSTM = '7273.6', iTransformer = '7360.28', TSMixer = '7338.57', TSMixerx = '7354.65', PatchTST = '7355.94', RNN = '7342.36', GRU = '7383.53', TCN = '7413.67', BiTCN = '7372.86', DilatedRNN = '7285.44', MLP = '7350.24', DLinear = '7359.13', NLinear = '7346.39', TFT = '7390.63', StemGNN = '7488.3', MLPMultivariate = '7253.74', TiDE = '7336.25', DeepNPTS = '7363.92', y = '7310.0' WHERE ds = '2024-09-23 00:00:00'
|
||
2024-11-20 10:20:43,834 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-23 00:00:00', NHITS = '7350.17', Informer = '7409.47', LSTM = '7273.6', iTransformer = '7360.28', TSMixer = '7338.57', TSMixerx = '7354.65', PatchTST = '7355.94', RNN = '7342.36', GRU = '7383.53', TCN = '7413.67', BiTCN = '7372.86', DilatedRNN = '7285.44', MLP = '7350.24', DLinear = '7359.13', NLinear = '7346.39', TFT = '7390.63', StemGNN = '7488.3', MLPMultivariate = '7253.74', TiDE = '7336.25', DeepNPTS = '7363.92', y = '7310.0' WHERE ds = '2024-09-23 00:00:00'
|
||
2024-11-20 10:20:43,836 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-24 00:00:00', NHITS = '7334.33', Informer = '7387.52', LSTM = '7250.34', iTransformer = '7333.1', TSMixer = '7321.56', TSMixerx = '7341.2', PatchTST = '7323.07', RNN = '7313.94', GRU = '7351.58', TCN = '7405.47', BiTCN = '7369.32', DilatedRNN = '7258.87', MLP = '7332.21', DLinear = '7339.95', NLinear = '7319.59', TFT = '7372.23', StemGNN = '7478.05', MLPMultivariate = '7233.88', TiDE = '7309.53', DeepNPTS = '7330.44', y = '7280.0' WHERE ds = '2024-09-24 00:00:00'
|
||
2024-11-20 10:20:43,836 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-24 00:00:00', NHITS = '7334.33', Informer = '7387.52', LSTM = '7250.34', iTransformer = '7333.1', TSMixer = '7321.56', TSMixerx = '7341.2', PatchTST = '7323.07', RNN = '7313.94', GRU = '7351.58', TCN = '7405.47', BiTCN = '7369.32', DilatedRNN = '7258.87', MLP = '7332.21', DLinear = '7339.95', NLinear = '7319.59', TFT = '7372.23', StemGNN = '7478.05', MLPMultivariate = '7233.88', TiDE = '7309.53', DeepNPTS = '7330.44', y = '7280.0' WHERE ds = '2024-09-24 00:00:00'
|
||
2024-11-20 10:20:43,839 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-25 00:00:00', NHITS = '7331.68', Informer = '7358.95', LSTM = '7233.76', iTransformer = '7294.82', TSMixer = '7295.02', TSMixerx = '7325.46', PatchTST = '7313.92', RNN = '7295.67', GRU = '7333.57', TCN = '7389.7', BiTCN = '7358.18', DilatedRNN = '7239.93', MLP = '7329.29', DLinear = '7318.18', NLinear = '7284.22', TFT = '7352.1', StemGNN = '7466.86', MLPMultivariate = '7208.89', TiDE = '7292.13', DeepNPTS = '7300.88', y = '7315.0' WHERE ds = '2024-09-25 00:00:00'
|
||
2024-11-20 10:20:43,839 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-25 00:00:00', NHITS = '7331.68', Informer = '7358.95', LSTM = '7233.76', iTransformer = '7294.82', TSMixer = '7295.02', TSMixerx = '7325.46', PatchTST = '7313.92', RNN = '7295.67', GRU = '7333.57', TCN = '7389.7', BiTCN = '7358.18', DilatedRNN = '7239.93', MLP = '7329.29', DLinear = '7318.18', NLinear = '7284.22', TFT = '7352.1', StemGNN = '7466.86', MLPMultivariate = '7208.89', TiDE = '7292.13', DeepNPTS = '7300.88', y = '7315.0' WHERE ds = '2024-09-25 00:00:00'
|
||
2024-11-20 10:20:43,841 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-26 00:00:00', NHITS = '7383.23', Informer = '7354.28', LSTM = '7258.63', iTransformer = '7322.43', TSMixer = '7311.57', TSMixerx = '7337.57', PatchTST = '7346.59', RNN = '7334.2', GRU = '7368.18', TCN = '7395.19', BiTCN = '7360.13', DilatedRNN = '7262.58', MLP = '7348.37', DLinear = '7337.87', NLinear = '7321.63', TFT = '7365.79', StemGNN = '7457.88', MLPMultivariate = '7369.88', TiDE = '7315.96', DeepNPTS = '7309.91', y = '7310.0' WHERE ds = '2024-09-26 00:00:00'
|
||
2024-11-20 10:20:43,841 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-26 00:00:00', NHITS = '7383.23', Informer = '7354.28', LSTM = '7258.63', iTransformer = '7322.43', TSMixer = '7311.57', TSMixerx = '7337.57', PatchTST = '7346.59', RNN = '7334.2', GRU = '7368.18', TCN = '7395.19', BiTCN = '7360.13', DilatedRNN = '7262.58', MLP = '7348.37', DLinear = '7337.87', NLinear = '7321.63', TFT = '7365.79', StemGNN = '7457.88', MLPMultivariate = '7369.88', TiDE = '7315.96', DeepNPTS = '7309.91', y = '7310.0' WHERE ds = '2024-09-26 00:00:00'
|
||
2024-11-20 10:20:43,843 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-27 00:00:00', NHITS = '7395.39', Informer = '7342.84', LSTM = '7252.57', iTransformer = '7349.44', TSMixer = '7311.78', TSMixerx = '7332.55', PatchTST = '7328.61', RNN = '7316.26', GRU = '7355.87', TCN = '7383.46', BiTCN = '7355.37', DilatedRNN = '7250.85', MLP = '7333.29', DLinear = '7314.8', NLinear = '7318.06', TFT = '7363.19', StemGNN = '7449.12', MLPMultivariate = '7426.95', TiDE = '7307.61', DeepNPTS = '7323.36', y = '7310.0' WHERE ds = '2024-09-27 00:00:00'
|
||
2024-11-20 10:20:43,843 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-27 00:00:00', NHITS = '7395.39', Informer = '7342.84', LSTM = '7252.57', iTransformer = '7349.44', TSMixer = '7311.78', TSMixerx = '7332.55', PatchTST = '7328.61', RNN = '7316.26', GRU = '7355.87', TCN = '7383.46', BiTCN = '7355.37', DilatedRNN = '7250.85', MLP = '7333.29', DLinear = '7314.8', NLinear = '7318.06', TFT = '7363.19', StemGNN = '7449.12', MLPMultivariate = '7426.95', TiDE = '7307.61', DeepNPTS = '7323.36', y = '7310.0' WHERE ds = '2024-09-27 00:00:00'
|
||
2024-11-20 10:20:43,847 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-29 00:00:00', NHITS = '7404.69', Informer = '7328.01', LSTM = '7255.95', iTransformer = '7412.08', TSMixer = '7310.44', TSMixerx = '7339.92', PatchTST = '7335.89', RNN = '7322.03', GRU = '7360.7', TCN = '7391.28', BiTCN = '7348.53', DilatedRNN = '7255.08', MLP = '7324.23', DLinear = '7308.09', NLinear = '7314.78', TFT = '7356.94', StemGNN = '7440.11', MLPMultivariate = '7459.6', TiDE = '7314.78', DeepNPTS = '7323.36', y = '7365.0' WHERE ds = '2024-09-29 00:00:00'
|
||
2024-11-20 10:20:43,847 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-29 00:00:00', NHITS = '7404.69', Informer = '7328.01', LSTM = '7255.95', iTransformer = '7412.08', TSMixer = '7310.44', TSMixerx = '7339.92', PatchTST = '7335.89', RNN = '7322.03', GRU = '7360.7', TCN = '7391.28', BiTCN = '7348.53', DilatedRNN = '7255.08', MLP = '7324.23', DLinear = '7308.09', NLinear = '7314.78', TFT = '7356.94', StemGNN = '7440.11', MLPMultivariate = '7459.6', TiDE = '7314.78', DeepNPTS = '7323.36', y = '7365.0' WHERE ds = '2024-09-29 00:00:00'
|
||
2024-11-20 10:20:43,848 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-30 00:00:00', NHITS = '7426.12', Informer = '7341.11', LSTM = '7300.09', iTransformer = '7456.35', TSMixer = '7351.28', TSMixerx = '7360.36', PatchTST = '7371.79', RNN = '7386.81', GRU = '7413.94', TCN = '7423.46', BiTCN = '7354.23', DilatedRNN = '7305.8', MLP = '7350.79', DLinear = '7337.02', NLinear = '7372.67', TFT = '7375.01', StemGNN = '7433.62', MLPMultivariate = '7526.69', TiDE = '7362.78', DeepNPTS = '7362.27', y = '7420.0' WHERE ds = '2024-09-30 00:00:00'
|
||
2024-11-20 10:20:43,848 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-30 00:00:00', NHITS = '7426.12', Informer = '7341.11', LSTM = '7300.09', iTransformer = '7456.35', TSMixer = '7351.28', TSMixerx = '7360.36', PatchTST = '7371.79', RNN = '7386.81', GRU = '7413.94', TCN = '7423.46', BiTCN = '7354.23', DilatedRNN = '7305.8', MLP = '7350.79', DLinear = '7337.02', NLinear = '7372.67', TFT = '7375.01', StemGNN = '7433.62', MLPMultivariate = '7526.69', TiDE = '7362.78', DeepNPTS = '7362.27', y = '7420.0' WHERE ds = '2024-09-30 00:00:00'
|
||
2024-11-20 10:20:43,851 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-08 00:00:00', NHITS = '7406.37', Informer = '7396.05', LSTM = '7363.97', iTransformer = '7515.23', TSMixer = '7401.51', TSMixerx = '7391.97', PatchTST = '7409.69', RNN = '7428.8', GRU = '7463.3', TCN = '7450.62', BiTCN = '7382.85', DilatedRNN = '7368.46', MLP = '7376.8', DLinear = '7366.11', NLinear = '7426.31', TFT = '7404.72', StemGNN = '7429.4', MLPMultivariate = '7614.2', TiDE = '7412.17', DeepNPTS = '7419.09', y = '7602.5' WHERE ds = '2024-10-08 00:00:00'
|
||
2024-11-20 10:20:43,851 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-08 00:00:00', NHITS = '7406.37', Informer = '7396.05', LSTM = '7363.97', iTransformer = '7515.23', TSMixer = '7401.51', TSMixerx = '7391.97', PatchTST = '7409.69', RNN = '7428.8', GRU = '7463.3', TCN = '7450.62', BiTCN = '7382.85', DilatedRNN = '7368.46', MLP = '7376.8', DLinear = '7366.11', NLinear = '7426.31', TFT = '7404.72', StemGNN = '7429.4', MLPMultivariate = '7614.2', TiDE = '7412.17', DeepNPTS = '7419.09', y = '7602.5' WHERE ds = '2024-10-08 00:00:00'
|
||
2024-11-20 10:20:43,853 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-09 00:00:00', NHITS = '7577.33', Informer = '7574.57', LSTM = '7625.6', iTransformer = '7661.65', TSMixer = '7544.47', TSMixerx = '7607.6', PatchTST = '7631.74', RNN = '7679.46', GRU = '7699.37', TCN = '7713.1', BiTCN = '7580.36', DilatedRNN = '7635.88', MLP = '7586.54', DLinear = '7484.3', NLinear = '7607.45', TFT = '7604.1', StemGNN = '7429.48', MLPMultivariate = '7766.63', TiDE = '7573.71', DeepNPTS = '7602.24', y = '7602.5' WHERE ds = '2024-10-09 00:00:00'
|
||
2024-11-20 10:20:43,853 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-09 00:00:00', NHITS = '7577.33', Informer = '7574.57', LSTM = '7625.6', iTransformer = '7661.65', TSMixer = '7544.47', TSMixerx = '7607.6', PatchTST = '7631.74', RNN = '7679.46', GRU = '7699.37', TCN = '7713.1', BiTCN = '7580.36', DilatedRNN = '7635.88', MLP = '7586.54', DLinear = '7484.3', NLinear = '7607.45', TFT = '7604.1', StemGNN = '7429.48', MLPMultivariate = '7766.63', TiDE = '7573.71', DeepNPTS = '7602.24', y = '7602.5' WHERE ds = '2024-10-09 00:00:00'
|
||
2024-11-20 10:20:43,855 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-10 00:00:00', NHITS = '7576.0', Informer = '7601.33', LSTM = '7581.64', iTransformer = '7719.31', TSMixer = '7608.25', TSMixerx = '7677.35', PatchTST = '7632.34', RNN = '7639.99', GRU = '7633.43', TCN = '7766.71', BiTCN = '7661.03', DilatedRNN = '7634.72', MLP = '7640.36', DLinear = '7542.83', NLinear = '7609.24', TFT = '7617.74', StemGNN = '7429.69', MLPMultivariate = '7786.16', TiDE = '7604.18', DeepNPTS = '7602.37', y = '7585.0' WHERE ds = '2024-10-10 00:00:00'
|
||
2024-11-20 10:20:43,855 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-10 00:00:00', NHITS = '7576.0', Informer = '7601.33', LSTM = '7581.64', iTransformer = '7719.31', TSMixer = '7608.25', TSMixerx = '7677.35', PatchTST = '7632.34', RNN = '7639.99', GRU = '7633.43', TCN = '7766.71', BiTCN = '7661.03', DilatedRNN = '7634.72', MLP = '7640.36', DLinear = '7542.83', NLinear = '7609.24', TFT = '7617.74', StemGNN = '7429.69', MLPMultivariate = '7786.16', TiDE = '7604.18', DeepNPTS = '7602.37', y = '7585.0' WHERE ds = '2024-10-10 00:00:00'
|
||
2024-11-20 10:20:43,858 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-11 00:00:00', NHITS = '7631.65', Informer = '7624.48', LSTM = '7575.07', iTransformer = '7766.2', TSMixer = '7609.2', TSMixerx = '7714.27', PatchTST = '7629.44', RNN = '7599.98', GRU = '7624.22', TCN = '7788.7', BiTCN = '7691.29', DilatedRNN = '7618.88', MLP = '7651.66', DLinear = '7572.18', NLinear = '7587.86', TFT = '7623.61', StemGNN = '7429.71', MLPMultivariate = '7764.22', TiDE = '7600.31', DeepNPTS = '7584.85', y = '7575.0' WHERE ds = '2024-10-11 00:00:00'
|
||
2024-11-20 10:20:43,858 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-11 00:00:00', NHITS = '7631.65', Informer = '7624.48', LSTM = '7575.07', iTransformer = '7766.2', TSMixer = '7609.2', TSMixerx = '7714.27', PatchTST = '7629.44', RNN = '7599.98', GRU = '7624.22', TCN = '7788.7', BiTCN = '7691.29', DilatedRNN = '7618.88', MLP = '7651.66', DLinear = '7572.18', NLinear = '7587.86', TFT = '7623.61', StemGNN = '7429.71', MLPMultivariate = '7764.22', TiDE = '7600.31', DeepNPTS = '7584.85', y = '7575.0' WHERE ds = '2024-10-11 00:00:00'
|
||
2024-11-20 10:20:43,860 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-12 00:00:00', NHITS = '7653.07', Informer = '7598.33', LSTM = '7548.5', iTransformer = '7847.1', TSMixer = '7585.18', TSMixerx = '7706.53', PatchTST = '7607.08', RNN = '7603.88', GRU = '7602.92', TCN = '7740.27', BiTCN = '7700.39', DilatedRNN = '7589.1', MLP = '7663.18', DLinear = '7571.87', NLinear = '7574.65', TFT = '7629.57', StemGNN = '7429.59', MLPMultivariate = '7716.69', TiDE = '7568.07', DeepNPTS = '7574.84', y = '7576.67' WHERE ds = '2024-10-12 00:00:00'
|
||
2024-11-20 10:20:43,860 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-12 00:00:00', NHITS = '7653.07', Informer = '7598.33', LSTM = '7548.5', iTransformer = '7847.1', TSMixer = '7585.18', TSMixerx = '7706.53', PatchTST = '7607.08', RNN = '7603.88', GRU = '7602.92', TCN = '7740.27', BiTCN = '7700.39', DilatedRNN = '7589.1', MLP = '7663.18', DLinear = '7571.87', NLinear = '7574.65', TFT = '7629.57', StemGNN = '7429.59', MLPMultivariate = '7716.69', TiDE = '7568.07', DeepNPTS = '7574.84', y = '7576.67' WHERE ds = '2024-10-12 00:00:00'
|
||
2024-11-20 10:20:43,863 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-14 00:00:00', NHITS = '7691.78', Informer = '7608.75', LSTM = '7548.03', iTransformer = '7871.49', TSMixer = '7552.13', TSMixerx = '7690.78', PatchTST = '7583.72', RNN = '7553.81', GRU = '7607.37', TCN = '7730.31', BiTCN = '7696.8', DilatedRNN = '7583.52', MLP = '7677.65', DLinear = '7557.6', NLinear = '7562.15', TFT = '7651.37', StemGNN = '7429.44', MLPMultivariate = '7670.88', TiDE = '7546.73', DeepNPTS = '7576.1', y = '7565.0' WHERE ds = '2024-10-14 00:00:00'
|
||
2024-11-20 10:20:43,863 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-14 00:00:00', NHITS = '7691.78', Informer = '7608.75', LSTM = '7548.03', iTransformer = '7871.49', TSMixer = '7552.13', TSMixerx = '7690.78', PatchTST = '7583.72', RNN = '7553.81', GRU = '7607.37', TCN = '7730.31', BiTCN = '7696.8', DilatedRNN = '7583.52', MLP = '7677.65', DLinear = '7557.6', NLinear = '7562.15', TFT = '7651.37', StemGNN = '7429.44', MLPMultivariate = '7670.88', TiDE = '7546.73', DeepNPTS = '7576.1', y = '7565.0' WHERE ds = '2024-10-14 00:00:00'
|
||
2024-11-20 10:20:43,864 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-15 00:00:00', NHITS = '7639.02', Informer = '7604.74', LSTM = '7524.41', iTransformer = '7792.94', TSMixer = '7538.07', TSMixerx = '7647.37', PatchTST = '7550.89', RNN = '7554.31', GRU = '7587.3', TCN = '7702.48', BiTCN = '7678.15', DilatedRNN = '7562.07', MLP = '7640.33', DLinear = '7526.24', NLinear = '7536.04', TFT = '7653.55', StemGNN = '7429.02', MLPMultivariate = '7615.24', TiDE = '7536.11', DeepNPTS = '7564.45', y = '7527.5' WHERE ds = '2024-10-15 00:00:00'
|
||
2024-11-20 10:20:43,864 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-15 00:00:00', NHITS = '7639.02', Informer = '7604.74', LSTM = '7524.41', iTransformer = '7792.94', TSMixer = '7538.07', TSMixerx = '7647.37', PatchTST = '7550.89', RNN = '7554.31', GRU = '7587.3', TCN = '7702.48', BiTCN = '7678.15', DilatedRNN = '7562.07', MLP = '7640.33', DLinear = '7526.24', NLinear = '7536.04', TFT = '7653.55', StemGNN = '7429.02', MLPMultivariate = '7615.24', TiDE = '7536.11', DeepNPTS = '7564.45', y = '7527.5' WHERE ds = '2024-10-15 00:00:00'
|
||
2024-11-20 10:20:43,868 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-16 00:00:00', NHITS = '7560.16', Informer = '7584.03', LSTM = '7472.19', iTransformer = '7524.15', TSMixer = '7510.13', TSMixerx = '7557.71', PatchTST = '7500.61', RNN = '7525.6', GRU = '7538.71', TCN = '7580.69', BiTCN = '7620.62', DilatedRNN = '7490.21', MLP = '7571.23', DLinear = '7510.21', NLinear = '7483.04', TFT = '7574.04', StemGNN = '7427.96', MLPMultivariate = '7569.48', TiDE = '7510.9', DeepNPTS = '7522.37', y = '7477.5' WHERE ds = '2024-10-16 00:00:00'
|
||
2024-11-20 10:20:43,868 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-16 00:00:00', NHITS = '7560.16', Informer = '7584.03', LSTM = '7472.19', iTransformer = '7524.15', TSMixer = '7510.13', TSMixerx = '7557.71', PatchTST = '7500.61', RNN = '7525.6', GRU = '7538.71', TCN = '7580.69', BiTCN = '7620.62', DilatedRNN = '7490.21', MLP = '7571.23', DLinear = '7510.21', NLinear = '7483.04', TFT = '7574.04', StemGNN = '7427.96', MLPMultivariate = '7569.48', TiDE = '7510.9', DeepNPTS = '7522.37', y = '7477.5' WHERE ds = '2024-10-16 00:00:00'
|
||
2024-11-20 10:20:43,870 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-17 00:00:00', NHITS = '7497.05', Informer = '7571.56', LSTM = '7406.36', iTransformer = '7436.05', TSMixer = '7462.23', TSMixerx = '7506.3', PatchTST = '7433.55', RNN = '7466.97', GRU = '7484.21', TCN = '7495.48', BiTCN = '7551.6', DilatedRNN = '7417.59', MLP = '7502.19', DLinear = '7486.54', NLinear = '7451.01', TFT = '7481.14', StemGNN = '7425.86', MLPMultivariate = '7531.56', TiDE = '7464.61', DeepNPTS = '7505.66', y = '7467.5' WHERE ds = '2024-10-17 00:00:00'
|
||
2024-11-20 10:20:43,870 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-17 00:00:00', NHITS = '7497.05', Informer = '7571.56', LSTM = '7406.36', iTransformer = '7436.05', TSMixer = '7462.23', TSMixerx = '7506.3', PatchTST = '7433.55', RNN = '7466.97', GRU = '7484.21', TCN = '7495.48', BiTCN = '7551.6', DilatedRNN = '7417.59', MLP = '7502.19', DLinear = '7486.54', NLinear = '7451.01', TFT = '7481.14', StemGNN = '7425.86', MLPMultivariate = '7531.56', TiDE = '7464.61', DeepNPTS = '7505.66', y = '7467.5' WHERE ds = '2024-10-17 00:00:00'
|
||
2024-11-20 10:20:43,873 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-18 00:00:00', NHITS = '7485.83', Informer = '7576.53', LSTM = '7400.38', iTransformer = '7405.13', TSMixer = '7439.71', TSMixerx = '7492.0', PatchTST = '7417.06', RNN = '7460.72', GRU = '7487.02', TCN = '7473.88', BiTCN = '7503.86', DilatedRNN = '7368.89', MLP = '7465.12', DLinear = '7435.8', NLinear = '7465.36', TFT = '7460.77', StemGNN = '7423.55', MLPMultivariate = '7513.17', TiDE = '7448.06', DeepNPTS = '7457.38', y = '7370.0' WHERE ds = '2024-10-18 00:00:00'
|
||
2024-11-20 10:20:43,873 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-18 00:00:00', NHITS = '7485.83', Informer = '7576.53', LSTM = '7400.38', iTransformer = '7405.13', TSMixer = '7439.71', TSMixerx = '7492.0', PatchTST = '7417.06', RNN = '7460.72', GRU = '7487.02', TCN = '7473.88', BiTCN = '7503.86', DilatedRNN = '7368.89', MLP = '7465.12', DLinear = '7435.8', NLinear = '7465.36', TFT = '7460.77', StemGNN = '7423.55', MLPMultivariate = '7513.17', TiDE = '7448.06', DeepNPTS = '7457.38', y = '7370.0' WHERE ds = '2024-10-18 00:00:00'
|
||
2024-11-20 10:20:43,875 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-21 00:00:00', NHITS = '7344.19', Informer = '7448.06', LSTM = '7278.98', iTransformer = '7367.94', TSMixer = '7369.4', TSMixerx = '7422.88', PatchTST = '7311.05', RNN = '7344.49', GRU = '7375.82', TCN = '7434.49', BiTCN = '7406.12', DilatedRNN = '7267.31', MLP = '7378.31', DLinear = '7359.09', NLinear = '7361.07', TFT = '7360.86', StemGNN = '7418.39', MLPMultivariate = '7455.82', TiDE = '7359.83', DeepNPTS = '7457.08', y = '7362.5' WHERE ds = '2024-10-21 00:00:00'
|
||
2024-11-20 10:20:43,875 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-21 00:00:00', NHITS = '7344.19', Informer = '7448.06', LSTM = '7278.98', iTransformer = '7367.94', TSMixer = '7369.4', TSMixerx = '7422.88', PatchTST = '7311.05', RNN = '7344.49', GRU = '7375.82', TCN = '7434.49', BiTCN = '7406.12', DilatedRNN = '7267.31', MLP = '7378.31', DLinear = '7359.09', NLinear = '7361.07', TFT = '7360.86', StemGNN = '7418.39', MLPMultivariate = '7455.82', TiDE = '7359.83', DeepNPTS = '7457.08', y = '7362.5' WHERE ds = '2024-10-21 00:00:00'
|
||
2024-11-20 10:20:43,878 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-22 00:00:00', NHITS = '7325.96', Informer = '7412.3', LSTM = '7285.18', iTransformer = '7351.41', TSMixer = '7343.75', TSMixerx = '7341.76', PatchTST = '7318.72', RNN = '7356.17', GRU = '7398.84', TCN = '7424.42', BiTCN = '7348.14', DilatedRNN = '7270.19', MLP = '7359.63', DLinear = '7331.88', NLinear = '7344.37', TFT = '7359.19', StemGNN = '7413.08', MLPMultivariate = '7435.49', TiDE = '7339.82', DeepNPTS = '7498.96', y = '7346.67' WHERE ds = '2024-10-22 00:00:00'
|
||
2024-11-20 10:20:43,878 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-22 00:00:00', NHITS = '7325.96', Informer = '7412.3', LSTM = '7285.18', iTransformer = '7351.41', TSMixer = '7343.75', TSMixerx = '7341.76', PatchTST = '7318.72', RNN = '7356.17', GRU = '7398.84', TCN = '7424.42', BiTCN = '7348.14', DilatedRNN = '7270.19', MLP = '7359.63', DLinear = '7331.88', NLinear = '7344.37', TFT = '7359.19', StemGNN = '7413.08', MLPMultivariate = '7435.49', TiDE = '7339.82', DeepNPTS = '7498.96', y = '7346.67' WHERE ds = '2024-10-22 00:00:00'
|
||
2024-11-20 10:20:43,881 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-23 00:00:00', NHITS = '7300.58', Informer = '7353.2', LSTM = '7269.19', iTransformer = '7345.42', TSMixer = '7330.7', TSMixerx = '7285.19', PatchTST = '7316.86', RNN = '7347.0', GRU = '7376.53', TCN = '7407.48', BiTCN = '7302.48', DilatedRNN = '7257.8', MLP = '7344.1', DLinear = '7307.03', NLinear = '7315.78', TFT = '7345.47', StemGNN = '7407.29', MLPMultivariate = '7416.71', TiDE = '7328.57', DeepNPTS = '7479.02', y = '7357.5' WHERE ds = '2024-10-23 00:00:00'
|
||
2024-11-20 10:20:43,881 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-23 00:00:00', NHITS = '7300.58', Informer = '7353.2', LSTM = '7269.19', iTransformer = '7345.42', TSMixer = '7330.7', TSMixerx = '7285.19', PatchTST = '7316.86', RNN = '7347.0', GRU = '7376.53', TCN = '7407.48', BiTCN = '7302.48', DilatedRNN = '7257.8', MLP = '7344.1', DLinear = '7307.03', NLinear = '7315.78', TFT = '7345.47', StemGNN = '7407.29', MLPMultivariate = '7416.71', TiDE = '7328.57', DeepNPTS = '7479.02', y = '7357.5' WHERE ds = '2024-10-23 00:00:00'
|
||
2024-11-20 10:20:43,883 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-24 00:00:00', NHITS = '7327.36', Informer = '7330.89', LSTM = '7282.53', iTransformer = '7334.39', TSMixer = '7335.02', TSMixerx = '7320.17', PatchTST = '7344.86', RNN = '7348.92', GRU = '7396.87', TCN = '7389.91', BiTCN = '7289.94', DilatedRNN = '7275.05', MLP = '7332.82', DLinear = '7332.66', NLinear = '7343.01', TFT = '7344.94', StemGNN = '7401.82', MLPMultivariate = '7432.15', TiDE = '7340.73', DeepNPTS = '7461.51', y = '7352.5' WHERE ds = '2024-10-24 00:00:00'
|
||
2024-11-20 10:20:43,883 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-24 00:00:00', NHITS = '7327.36', Informer = '7330.89', LSTM = '7282.53', iTransformer = '7334.39', TSMixer = '7335.02', TSMixerx = '7320.17', PatchTST = '7344.86', RNN = '7348.92', GRU = '7396.87', TCN = '7389.91', BiTCN = '7289.94', DilatedRNN = '7275.05', MLP = '7332.82', DLinear = '7332.66', NLinear = '7343.01', TFT = '7344.94', StemGNN = '7401.82', MLPMultivariate = '7432.15', TiDE = '7340.73', DeepNPTS = '7461.51', y = '7352.5' WHERE ds = '2024-10-24 00:00:00'
|
||
2024-11-20 10:20:43,886 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-25 00:00:00', NHITS = '7343.94', Informer = '7307.17', LSTM = '7278.58', iTransformer = '7353.38', TSMixer = '7347.83', TSMixerx = '7335.72', PatchTST = '7367.26', RNN = '7362.14', GRU = '7388.07', TCN = '7392.13', BiTCN = '7273.09', DilatedRNN = '7271.2', MLP = '7327.52', DLinear = '7320.14', NLinear = '7359.31', TFT = '7334.4', StemGNN = '7396.39', MLPMultivariate = '7461.64', TiDE = '7356.27', DeepNPTS = '7405.27', y = '7372.5' WHERE ds = '2024-10-25 00:00:00'
|
||
2024-11-20 10:20:43,886 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-25 00:00:00', NHITS = '7343.94', Informer = '7307.17', LSTM = '7278.58', iTransformer = '7353.38', TSMixer = '7347.83', TSMixerx = '7335.72', PatchTST = '7367.26', RNN = '7362.14', GRU = '7388.07', TCN = '7392.13', BiTCN = '7273.09', DilatedRNN = '7271.2', MLP = '7327.52', DLinear = '7320.14', NLinear = '7359.31', TFT = '7334.4', StemGNN = '7396.39', MLPMultivariate = '7461.64', TiDE = '7356.27', DeepNPTS = '7405.27', y = '7372.5' WHERE ds = '2024-10-25 00:00:00'
|
||
2024-11-20 10:20:43,888 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-28 00:00:00', NHITS = '7348.35', Informer = '7346.41', LSTM = '7299.95', iTransformer = '7382.28', TSMixer = '7373.17', TSMixerx = '7332.05', PatchTST = '7394.25', RNN = '7378.33', GRU = '7413.72', TCN = '7409.43', BiTCN = '7278.91', DilatedRNN = '7304.22', MLP = '7355.17', DLinear = '7345.4', NLinear = '7380.76', TFT = '7341.12', StemGNN = '7391.81', MLPMultivariate = '7485.78', TiDE = '7385.35', DeepNPTS = '7352.0', y = '7373.33' WHERE ds = '2024-10-28 00:00:00'
|
||
2024-11-20 10:20:43,888 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-28 00:00:00', NHITS = '7348.35', Informer = '7346.41', LSTM = '7299.95', iTransformer = '7382.28', TSMixer = '7373.17', TSMixerx = '7332.05', PatchTST = '7394.25', RNN = '7378.33', GRU = '7413.72', TCN = '7409.43', BiTCN = '7278.91', DilatedRNN = '7304.22', MLP = '7355.17', DLinear = '7345.4', NLinear = '7380.76', TFT = '7341.12', StemGNN = '7391.81', MLPMultivariate = '7485.78', TiDE = '7385.35', DeepNPTS = '7352.0', y = '7373.33' WHERE ds = '2024-10-28 00:00:00'
|
||
2024-11-20 10:20:43,890 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-29 00:00:00', NHITS = '7362.26', Informer = '7347.62', LSTM = '7299.38', iTransformer = '7403.71', TSMixer = '7382.63', TSMixerx = '7372.1', PatchTST = '7388.31', RNN = '7376.75', GRU = '7408.46', TCN = '7425.13', BiTCN = '7307.02', DilatedRNN = '7317.3', MLP = '7360.51', DLinear = '7394.13', NLinear = '7388.48', TFT = '7339.41', StemGNN = '7387.2', MLPMultivariate = '7506.54', TiDE = '7374.2', DeepNPTS = '7368.01', y = '7380.0' WHERE ds = '2024-10-29 00:00:00'
|
||
2024-11-20 10:20:43,890 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-29 00:00:00', NHITS = '7362.26', Informer = '7347.62', LSTM = '7299.38', iTransformer = '7403.71', TSMixer = '7382.63', TSMixerx = '7372.1', PatchTST = '7388.31', RNN = '7376.75', GRU = '7408.46', TCN = '7425.13', BiTCN = '7307.02', DilatedRNN = '7317.3', MLP = '7360.51', DLinear = '7394.13', NLinear = '7388.48', TFT = '7339.41', StemGNN = '7387.2', MLPMultivariate = '7506.54', TiDE = '7374.2', DeepNPTS = '7368.01', y = '7380.0' WHERE ds = '2024-10-29 00:00:00'
|
||
2024-11-20 10:20:43,893 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-30 00:00:00', NHITS = '7368.73', Informer = '7372.31', LSTM = '7309.24', iTransformer = '7410.82', TSMixer = '7385.75', TSMixerx = '7428.36', PatchTST = '7376.78', RNN = '7383.46', GRU = '7418.25', TCN = '7445.98', BiTCN = '7354.4', DilatedRNN = '7342.89', MLP = '7363.36', DLinear = '7410.4', NLinear = '7387.01', TFT = '7346.05', StemGNN = '7383.02', MLPMultivariate = '7505.69', TiDE = '7359.37', DeepNPTS = '7437.75', y = '7330.0' WHERE ds = '2024-10-30 00:00:00'
|
||
2024-11-20 10:20:43,893 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-30 00:00:00', NHITS = '7368.73', Informer = '7372.31', LSTM = '7309.24', iTransformer = '7410.82', TSMixer = '7385.75', TSMixerx = '7428.36', PatchTST = '7376.78', RNN = '7383.46', GRU = '7418.25', TCN = '7445.98', BiTCN = '7354.4', DilatedRNN = '7342.89', MLP = '7363.36', DLinear = '7410.4', NLinear = '7387.01', TFT = '7346.05', StemGNN = '7383.02', MLPMultivariate = '7505.69', TiDE = '7359.37', DeepNPTS = '7437.75', y = '7330.0' WHERE ds = '2024-10-30 00:00:00'
|
||
2024-11-20 10:20:43,895 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-31 00:00:00', NHITS = '7311.11', Informer = '7337.7', LSTM = '7264.33', iTransformer = '7417.51', TSMixer = '7354.56', TSMixerx = '7416.21', PatchTST = '7295.6', RNN = '7331.68', GRU = '7363.08', TCN = '7446.37', BiTCN = '7349.71', DilatedRNN = '7310.97', MLP = '7345.95', DLinear = '7400.75', NLinear = '7339.24', TFT = '7304.52', StemGNN = '7377.33', MLPMultivariate = '7490.8', TiDE = '7331.52', DeepNPTS = '7393.39', y = '7340.0' WHERE ds = '2024-10-31 00:00:00'
|
||
2024-11-20 10:20:43,895 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-31 00:00:00', NHITS = '7311.11', Informer = '7337.7', LSTM = '7264.33', iTransformer = '7417.51', TSMixer = '7354.56', TSMixerx = '7416.21', PatchTST = '7295.6', RNN = '7331.68', GRU = '7363.08', TCN = '7446.37', BiTCN = '7349.71', DilatedRNN = '7310.97', MLP = '7345.95', DLinear = '7400.75', NLinear = '7339.24', TFT = '7304.52', StemGNN = '7377.33', MLPMultivariate = '7490.8', TiDE = '7331.52', DeepNPTS = '7393.39', y = '7340.0' WHERE ds = '2024-10-31 00:00:00'
|
||
2024-11-20 10:20:43,897 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-01 00:00:00', NHITS = '7325.45', Informer = '7340.67', LSTM = '7277.19', iTransformer = '7403.85', TSMixer = '7350.09', TSMixerx = '7391.7', PatchTST = '7325.08', RNN = '7346.34', GRU = '7386.1', TCN = '7448.67', BiTCN = '7361.61', DilatedRNN = '7319.58', MLP = '7370.1', DLinear = '7385.94', NLinear = '7339.78', TFT = '7319.82', StemGNN = '7372.31', MLPMultivariate = '7485.72', TiDE = '7337.9', DeepNPTS = '7388.84', y = '7363.33' WHERE ds = '2024-11-01 00:00:00'
|
||
2024-11-20 10:20:43,897 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-01 00:00:00', NHITS = '7325.45', Informer = '7340.67', LSTM = '7277.19', iTransformer = '7403.85', TSMixer = '7350.09', TSMixerx = '7391.7', PatchTST = '7325.08', RNN = '7346.34', GRU = '7386.1', TCN = '7448.67', BiTCN = '7361.61', DilatedRNN = '7319.58', MLP = '7370.1', DLinear = '7385.94', NLinear = '7339.78', TFT = '7319.82', StemGNN = '7372.31', MLPMultivariate = '7485.72', TiDE = '7337.9', DeepNPTS = '7388.84', y = '7363.33' WHERE ds = '2024-11-01 00:00:00'
|
||
2024-11-20 10:20:43,899 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-04 00:00:00', NHITS = '7380.95', Informer = '7383.65', LSTM = '7292.43', iTransformer = '7383.24', TSMixer = '7362.64', TSMixerx = '7391.41', PatchTST = '7347.38', RNN = '7368.79', GRU = '7402.84', TCN = '7453.22', BiTCN = '7370.16', DilatedRNN = '7335.67', MLP = '7402.01', DLinear = '7359.02', NLinear = '7359.95', TFT = '7345.06', StemGNN = '7368.38', MLPMultivariate = '7497.59', TiDE = '7359.38', DeepNPTS = '7382.9', y = '7360.0' WHERE ds = '2024-11-04 00:00:00'
|
||
2024-11-20 10:20:43,899 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-04 00:00:00', NHITS = '7380.95', Informer = '7383.65', LSTM = '7292.43', iTransformer = '7383.24', TSMixer = '7362.64', TSMixerx = '7391.41', PatchTST = '7347.38', RNN = '7368.79', GRU = '7402.84', TCN = '7453.22', BiTCN = '7370.16', DilatedRNN = '7335.67', MLP = '7402.01', DLinear = '7359.02', NLinear = '7359.95', TFT = '7345.06', StemGNN = '7368.38', MLPMultivariate = '7497.59', TiDE = '7359.38', DeepNPTS = '7382.9', y = '7360.0' WHERE ds = '2024-11-04 00:00:00'
|
||
2024-11-20 10:20:43,902 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-05 00:00:00', NHITS = '7384.76', Informer = '7385.63', LSTM = '7289.12', iTransformer = '7346.33', TSMixer = '7359.37', TSMixerx = '7429.52', PatchTST = '7351.29', RNN = '7355.62', GRU = '7396.87', TCN = '7454.93', BiTCN = '7371.16', DilatedRNN = '7325.31', MLP = '7409.42', DLinear = '7374.6', NLinear = '7372.07', TFT = '7351.83', StemGNN = '7364.63', MLPMultivariate = '7481.09', TiDE = '7351.21', DeepNPTS = '7367.23', y = '7357.5' WHERE ds = '2024-11-05 00:00:00'
|
||
2024-11-20 10:20:43,902 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-05 00:00:00', NHITS = '7384.76', Informer = '7385.63', LSTM = '7289.12', iTransformer = '7346.33', TSMixer = '7359.37', TSMixerx = '7429.52', PatchTST = '7351.29', RNN = '7355.62', GRU = '7396.87', TCN = '7454.93', BiTCN = '7371.16', DilatedRNN = '7325.31', MLP = '7409.42', DLinear = '7374.6', NLinear = '7372.07', TFT = '7351.83', StemGNN = '7364.63', MLPMultivariate = '7481.09', TiDE = '7351.21', DeepNPTS = '7367.23', y = '7357.5' WHERE ds = '2024-11-05 00:00:00'
|
||
2024-11-20 10:20:43,904 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-06 00:00:00', NHITS = '7372.14', Informer = '7355.21', LSTM = '7288.76', iTransformer = '7314.96', TSMixer = '7358.52', TSMixerx = '7411.56', PatchTST = '7351.78', RNN = '7368.22', GRU = '7396.45', TCN = '7452.88', BiTCN = '7354.85', DilatedRNN = '7322.02', MLP = '7400.71', DLinear = '7361.08', NLinear = '7378.69', TFT = '7358.67', StemGNN = '7361.11', MLPMultivariate = '7474.57', TiDE = '7344.45', DeepNPTS = '7366.55', y = '7383.33' WHERE ds = '2024-11-06 00:00:00'
|
||
2024-11-20 10:20:43,904 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-06 00:00:00', NHITS = '7372.14', Informer = '7355.21', LSTM = '7288.76', iTransformer = '7314.96', TSMixer = '7358.52', TSMixerx = '7411.56', PatchTST = '7351.78', RNN = '7368.22', GRU = '7396.45', TCN = '7452.88', BiTCN = '7354.85', DilatedRNN = '7322.02', MLP = '7400.71', DLinear = '7361.08', NLinear = '7378.69', TFT = '7358.67', StemGNN = '7361.11', MLPMultivariate = '7474.57', TiDE = '7344.45', DeepNPTS = '7366.55', y = '7383.33' WHERE ds = '2024-11-06 00:00:00'
|
||
2024-11-20 10:20:43,906 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-07 00:00:00', NHITS = '7394.49', Informer = '7360.17', LSTM = '7314.98', iTransformer = '7313.69', TSMixer = '7372.23', TSMixerx = '7396.45', PatchTST = '7372.83', RNN = '7393.67', GRU = '7424.33', TCN = '7451.24', BiTCN = '7358.23', DilatedRNN = '7334.24', MLP = '7417.74', DLinear = '7365.87', NLinear = '7401.06', TFT = '7365.66', StemGNN = '7359.13', MLPMultivariate = '7468.38', TiDE = '7365.83', DeepNPTS = '7385.99', y = '7366.67' WHERE ds = '2024-11-07 00:00:00'
|
||
2024-11-20 10:20:43,906 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-07 00:00:00', NHITS = '7394.49', Informer = '7360.17', LSTM = '7314.98', iTransformer = '7313.69', TSMixer = '7372.23', TSMixerx = '7396.45', PatchTST = '7372.83', RNN = '7393.67', GRU = '7424.33', TCN = '7451.24', BiTCN = '7358.23', DilatedRNN = '7334.24', MLP = '7417.74', DLinear = '7365.87', NLinear = '7401.06', TFT = '7365.66', StemGNN = '7359.13', MLPMultivariate = '7468.38', TiDE = '7365.83', DeepNPTS = '7385.99', y = '7366.67' WHERE ds = '2024-11-07 00:00:00'
|
||
2024-11-20 10:20:43,908 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-08 00:00:00', NHITS = '7367.07', Informer = '7340.66', LSTM = '7293.82', iTransformer = '7316.41', TSMixer = '7367.46', TSMixerx = '7382.51', PatchTST = '7359.92', RNN = '7362.61', GRU = '7398.7', TCN = '7438.23', BiTCN = '7354.98', DilatedRNN = '7304.15', MLP = '7401.83', DLinear = '7383.2', NLinear = '7376.13', TFT = '7365.23', StemGNN = '7357.25', MLPMultivariate = '7458.3', TiDE = '7358.59', DeepNPTS = '7369.13', y = '7383.33' WHERE ds = '2024-11-08 00:00:00'
|
||
2024-11-20 10:20:43,908 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-08 00:00:00', NHITS = '7367.07', Informer = '7340.66', LSTM = '7293.82', iTransformer = '7316.41', TSMixer = '7367.46', TSMixerx = '7382.51', PatchTST = '7359.92', RNN = '7362.61', GRU = '7398.7', TCN = '7438.23', BiTCN = '7354.98', DilatedRNN = '7304.15', MLP = '7401.83', DLinear = '7383.2', NLinear = '7376.13', TFT = '7365.23', StemGNN = '7357.25', MLPMultivariate = '7458.3', TiDE = '7358.59', DeepNPTS = '7369.13', y = '7383.33' WHERE ds = '2024-11-08 00:00:00'
|
||
2024-11-20 10:20:43,911 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-11 00:00:00', NHITS = '7385.33', Informer = '7367.98', LSTM = '7315.88', iTransformer = '7312.9', TSMixer = '7378.33', TSMixerx = '7404.64', PatchTST = '7387.22', RNN = '7388.8', GRU = '7424.18', TCN = '7437.92', BiTCN = '7365.14', DilatedRNN = '7305.25', MLP = '7419.91', DLinear = '7362.62', NLinear = '7385.12', TFT = '7370.33', StemGNN = '7356.28', MLPMultivariate = '7474.63', TiDE = '7378.79', DeepNPTS = '7380.81', y = '7340.0' WHERE ds = '2024-11-11 00:00:00'
|
||
2024-11-20 10:20:43,911 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-11 00:00:00', NHITS = '7385.33', Informer = '7367.98', LSTM = '7315.88', iTransformer = '7312.9', TSMixer = '7378.33', TSMixerx = '7404.64', PatchTST = '7387.22', RNN = '7388.8', GRU = '7424.18', TCN = '7437.92', BiTCN = '7365.14', DilatedRNN = '7305.25', MLP = '7419.91', DLinear = '7362.62', NLinear = '7385.12', TFT = '7370.33', StemGNN = '7356.28', MLPMultivariate = '7474.63', TiDE = '7378.79', DeepNPTS = '7380.81', y = '7340.0' WHERE ds = '2024-11-11 00:00:00'
|
||
2024-11-20 10:20:43,913 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-12 00:00:00', NHITS = '7348.61', Informer = '7291.9', LSTM = '7270.91', iTransformer = '7276.3', TSMixer = '7360.35', TSMixerx = '7418.77', PatchTST = '7340.51', RNN = '7341.66', GRU = '7370.75', TCN = '7421.61', BiTCN = '7353.11', DilatedRNN = '7263.97', MLP = '7401.87', DLinear = '7368.74', NLinear = '7336.24', TFT = '7330.87', StemGNN = '7354.22', MLPMultivariate = '7450.79', TiDE = '7358.86', DeepNPTS = '7365.14', y = '7306.67' WHERE ds = '2024-11-12 00:00:00'
|
||
2024-11-20 10:20:43,913 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-12 00:00:00', NHITS = '7348.61', Informer = '7291.9', LSTM = '7270.91', iTransformer = '7276.3', TSMixer = '7360.35', TSMixerx = '7418.77', PatchTST = '7340.51', RNN = '7341.66', GRU = '7370.75', TCN = '7421.61', BiTCN = '7353.11', DilatedRNN = '7263.97', MLP = '7401.87', DLinear = '7368.74', NLinear = '7336.24', TFT = '7330.87', StemGNN = '7354.22', MLPMultivariate = '7450.79', TiDE = '7358.86', DeepNPTS = '7365.14', y = '7306.67' WHERE ds = '2024-11-12 00:00:00'
|
||
2024-11-20 10:20:43,915 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-13 00:00:00', NHITS = '7332.29', Informer = '7268.64', LSTM = '7251.3', iTransformer = '7254.86', TSMixer = '7321.8', TSMixerx = '7370.7', PatchTST = '7316.54', RNN = '7309.23', GRU = '7352.06', TCN = '7407.6', BiTCN = '7345.42', DilatedRNN = '7241.63', MLP = '7403.21', DLinear = '7337.77', NLinear = '7293.72', TFT = '7283.12', StemGNN = '7351.63', MLPMultivariate = '7422.7', TiDE = '7318.66', DeepNPTS = '7366.33', y = '7323.33' WHERE ds = '2024-11-13 00:00:00'
|
||
2024-11-20 10:20:43,915 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-13 00:00:00', NHITS = '7332.29', Informer = '7268.64', LSTM = '7251.3', iTransformer = '7254.86', TSMixer = '7321.8', TSMixerx = '7370.7', PatchTST = '7316.54', RNN = '7309.23', GRU = '7352.06', TCN = '7407.6', BiTCN = '7345.42', DilatedRNN = '7241.63', MLP = '7403.21', DLinear = '7337.77', NLinear = '7293.72', TFT = '7283.12', StemGNN = '7351.63', MLPMultivariate = '7422.7', TiDE = '7318.66', DeepNPTS = '7366.33', y = '7323.33' WHERE ds = '2024-11-13 00:00:00'
|
||
2024-11-20 10:20:43,917 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-14 00:00:00', NHITS = '7344.44', Informer = '7272.3', LSTM = '7257.76', iTransformer = '7244.21', TSMixer = '7333.12', TSMixerx = '7360.61', PatchTST = '7371.92', RNN = '7303.81', GRU = '7360.68', TCN = '7413.77', BiTCN = '7340.82', DilatedRNN = '7254.99', MLP = '7417.81', DLinear = '7357.29', NLinear = '7319.99', TFT = '7274.54', StemGNN = '7348.14', MLPMultivariate = '7390.92', TiDE = '7325.41', DeepNPTS = '7400.55', y = '7353.33' WHERE ds = '2024-11-14 00:00:00'
|
||
2024-11-20 10:20:43,917 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-14 00:00:00', NHITS = '7344.44', Informer = '7272.3', LSTM = '7257.76', iTransformer = '7244.21', TSMixer = '7333.12', TSMixerx = '7360.61', PatchTST = '7371.92', RNN = '7303.81', GRU = '7360.68', TCN = '7413.77', BiTCN = '7340.82', DilatedRNN = '7254.99', MLP = '7417.81', DLinear = '7357.29', NLinear = '7319.99', TFT = '7274.54', StemGNN = '7348.14', MLPMultivariate = '7390.92', TiDE = '7325.41', DeepNPTS = '7400.55', y = '7353.33' WHERE ds = '2024-11-14 00:00:00'
|
||
2024-11-20 10:20:43,920 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-15 00:00:00', NHITS = '7319.74', Informer = '7273.8', LSTM = '7268.91', iTransformer = '7230.74', TSMixer = '7333.59', TSMixerx = '7348.71', PatchTST = '7348.61', RNN = '7284.0', GRU = '7349.73', TCN = '7441.16', BiTCN = '7343.64', DilatedRNN = '7265.12', MLP = '7418.84', DLinear = '7321.15', NLinear = '7309.22', TFT = '7271.93', StemGNN = '7337.24', MLPMultivariate = '7383.45', TiDE = '7336.21', DeepNPTS = '7391.44', y = '7393.33' WHERE ds = '2024-11-15 00:00:00'
|
||
2024-11-20 10:20:43,920 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-15 00:00:00', NHITS = '7319.74', Informer = '7273.8', LSTM = '7268.91', iTransformer = '7230.74', TSMixer = '7333.59', TSMixerx = '7348.71', PatchTST = '7348.61', RNN = '7284.0', GRU = '7349.73', TCN = '7441.16', BiTCN = '7343.64', DilatedRNN = '7265.12', MLP = '7418.84', DLinear = '7321.15', NLinear = '7309.22', TFT = '7271.93', StemGNN = '7337.24', MLPMultivariate = '7383.45', TiDE = '7336.21', DeepNPTS = '7391.44', y = '7393.33' WHERE ds = '2024-11-15 00:00:00'
|
||
2024-11-20 10:20:43,922 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-18 00:00:00', NHITS = '7317.36', Informer = '7293.89', LSTM = '7282.1', iTransformer = '7208.8', TSMixer = '7330.95', TSMixerx = '7366.03', PatchTST = '7319.87', RNN = '7297.49', GRU = '7368.11', TCN = '7442.79', BiTCN = '7338.93', DilatedRNN = '7287.87', MLP = '7411.82', DLinear = '7370.53', NLinear = '7321.93', TFT = '7272.12', StemGNN = '7360.05', MLPMultivariate = '7365.12', TiDE = '7326.46', DeepNPTS = '7397.05', y = '7363.33' WHERE ds = '2024-11-18 00:00:00'
|
||
2024-11-20 10:20:43,922 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-18 00:00:00', NHITS = '7317.36', Informer = '7293.89', LSTM = '7282.1', iTransformer = '7208.8', TSMixer = '7330.95', TSMixerx = '7366.03', PatchTST = '7319.87', RNN = '7297.49', GRU = '7368.11', TCN = '7442.79', BiTCN = '7338.93', DilatedRNN = '7287.87', MLP = '7411.82', DLinear = '7370.53', NLinear = '7321.93', TFT = '7272.12', StemGNN = '7360.05', MLPMultivariate = '7365.12', TiDE = '7326.46', DeepNPTS = '7397.05', y = '7363.33' WHERE ds = '2024-11-18 00:00:00'
|
||
2024-11-20 10:20:43,924 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-19 00:00:00', NHITS = '7307.74', Informer = '7295.89', LSTM = '7310.31', iTransformer = '7191.16', TSMixer = '7332.0', TSMixerx = '7325.75', PatchTST = '7319.12', RNN = '7335.5', GRU = '7371.58', TCN = '7436.03', BiTCN = '7333.44', DilatedRNN = '7305.78', MLP = '7369.13', DLinear = '7344.6', NLinear = '7332.86', TFT = '7272.76', StemGNN = '7349.71', MLPMultivariate = '7334.35', TiDE = '7334.74', DeepNPTS = '7399.99', y = '7370.0' WHERE ds = '2024-11-19 00:00:00'
|
||
2024-11-20 10:20:43,924 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-19 00:00:00', NHITS = '7307.74', Informer = '7295.89', LSTM = '7310.31', iTransformer = '7191.16', TSMixer = '7332.0', TSMixerx = '7325.75', PatchTST = '7319.12', RNN = '7335.5', GRU = '7371.58', TCN = '7436.03', BiTCN = '7333.44', DilatedRNN = '7305.78', MLP = '7369.13', DLinear = '7344.6', NLinear = '7332.86', TFT = '7272.76', StemGNN = '7349.71', MLPMultivariate = '7334.35', TiDE = '7334.74', DeepNPTS = '7399.99', y = '7370.0' WHERE ds = '2024-11-19 00:00:00'
|
||
2024-11-20 10:20:43,927 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-20 00:00:00', NHITS = '7337.59', Informer = '7316.53', LSTM = '7313.05', iTransformer = '7342.47', TSMixer = '7344.39', TSMixerx = '7306.89', PatchTST = '7350.64', RNN = '7378.3', GRU = '7405.32', TCN = '7418.54', BiTCN = '7321.07', DilatedRNN = '7320.57', MLP = '7338.04', DLinear = '7387.81', NLinear = '7361.4', TFT = '7362.29', StemGNN = '7351.25', MLPMultivariate = '7331.53', TiDE = '7354.71', DeepNPTS = '7376.74', y = 'nan' WHERE ds = '2024-11-20 00:00:00'
|
||
2024-11-20 10:20:43,927 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-20 00:00:00', NHITS = '7337.59', Informer = '7316.53', LSTM = '7313.05', iTransformer = '7342.47', TSMixer = '7344.39', TSMixerx = '7306.89', PatchTST = '7350.64', RNN = '7378.3', GRU = '7405.32', TCN = '7418.54', BiTCN = '7321.07', DilatedRNN = '7320.57', MLP = '7338.04', DLinear = '7387.81', NLinear = '7361.4', TFT = '7362.29', StemGNN = '7351.25', MLPMultivariate = '7331.53', TiDE = '7354.71', DeepNPTS = '7376.74', y = 'nan' WHERE ds = '2024-11-20 00:00:00'
|
||
2024-11-20 10:20:43,931 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-21 00:00:00', NHITS = '7317.17', Informer = '7307.52', LSTM = '7316.97', iTransformer = '7328.65', TSMixer = '7332.21', TSMixerx = '7313.82', PatchTST = '7338.19', RNN = '7370.33', GRU = '7411.06', TCN = '7428.94', BiTCN = '7317.81', DilatedRNN = '7327.25', MLP = '7336.69', DLinear = '7338.95', NLinear = '7351.55', TFT = '7367.47', StemGNN = '7347.77', MLPMultivariate = '7312.24', TiDE = '7317.22', DeepNPTS = '7363.68', y = 'nan' WHERE ds = '2024-11-21 00:00:00'
|
||
2024-11-20 10:20:43,931 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-21 00:00:00', NHITS = '7317.17', Informer = '7307.52', LSTM = '7316.97', iTransformer = '7328.65', TSMixer = '7332.21', TSMixerx = '7313.82', PatchTST = '7338.19', RNN = '7370.33', GRU = '7411.06', TCN = '7428.94', BiTCN = '7317.81', DilatedRNN = '7327.25', MLP = '7336.69', DLinear = '7338.95', NLinear = '7351.55', TFT = '7367.47', StemGNN = '7347.77', MLPMultivariate = '7312.24', TiDE = '7317.22', DeepNPTS = '7363.68', y = 'nan' WHERE ds = '2024-11-21 00:00:00'
|
||
2024-11-20 10:20:43,937 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-22 00:00:00', NHITS = '7297.24', Informer = '7303.13', LSTM = '7326.41', iTransformer = '7326.86', TSMixer = '7312.23', TSMixerx = '7317.62', PatchTST = '7323.69', RNN = '7346.49', GRU = '7403.67', TCN = '7445.02', BiTCN = '7312.61', DilatedRNN = '7330.36', MLP = '7338.74', DLinear = '7334.72', NLinear = '7364.72', TFT = '7364.16', StemGNN = '7336.86', MLPMultivariate = '7308.51', TiDE = '7293.33', DeepNPTS = '7345.68', y = 'nan' WHERE ds = '2024-11-22 00:00:00'
|
||
2024-11-20 10:20:43,937 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-22 00:00:00', NHITS = '7297.24', Informer = '7303.13', LSTM = '7326.41', iTransformer = '7326.86', TSMixer = '7312.23', TSMixerx = '7317.62', PatchTST = '7323.69', RNN = '7346.49', GRU = '7403.67', TCN = '7445.02', BiTCN = '7312.61', DilatedRNN = '7330.36', MLP = '7338.74', DLinear = '7334.72', NLinear = '7364.72', TFT = '7364.16', StemGNN = '7336.86', MLPMultivariate = '7308.51', TiDE = '7293.33', DeepNPTS = '7345.68', y = 'nan' WHERE ds = '2024-11-22 00:00:00'
|
||
2024-11-20 10:20:43,941 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-25 00:00:00', NHITS = '7303.15', Informer = '7296.9', LSTM = '7344.72', iTransformer = '7335.47', TSMixer = '7295.32', TSMixerx = '7333.21', PatchTST = '7318.15', RNN = '7358.58', GRU = '7420.51', TCN = '7441.58', BiTCN = '7302.02', DilatedRNN = '7356.28', MLP = '7322.75', DLinear = '7303.17', NLinear = '7395.47', TFT = '7359.94', StemGNN = '7359.68', MLPMultivariate = '7302.15', TiDE = '7295.56', DeepNPTS = '7386.05', y = 'nan' WHERE ds = '2024-11-25 00:00:00'
|
||
2024-11-20 10:20:43,941 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-25 00:00:00', NHITS = '7303.15', Informer = '7296.9', LSTM = '7344.72', iTransformer = '7335.47', TSMixer = '7295.32', TSMixerx = '7333.21', PatchTST = '7318.15', RNN = '7358.58', GRU = '7420.51', TCN = '7441.58', BiTCN = '7302.02', DilatedRNN = '7356.28', MLP = '7322.75', DLinear = '7303.17', NLinear = '7395.47', TFT = '7359.94', StemGNN = '7359.68', MLPMultivariate = '7302.15', TiDE = '7295.56', DeepNPTS = '7386.05', y = 'nan' WHERE ds = '2024-11-25 00:00:00'
|
||
2024-11-20 10:20:43,947 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-26 00:00:00', NHITS = '7291.95', Informer = '7311.98', LSTM = '7373.82', iTransformer = '7342.08', TSMixer = '7280.39', TSMixerx = '7364.26', PatchTST = '7291.85', RNN = '7386.51', GRU = '7420.56', TCN = '7449.44', BiTCN = '7294.83', DilatedRNN = '7374.35', MLP = '7319.28', DLinear = '7310.3', NLinear = '7329.59', TFT = '7357.71', StemGNN = '7349.34', MLPMultivariate = '7286.71', TiDE = '7291.14', DeepNPTS = '7341.73', y = 'nan' WHERE ds = '2024-11-26 00:00:00'
|
||
2024-11-20 10:20:43,947 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-26 00:00:00', NHITS = '7291.95', Informer = '7311.98', LSTM = '7373.82', iTransformer = '7342.08', TSMixer = '7280.39', TSMixerx = '7364.26', PatchTST = '7291.85', RNN = '7386.51', GRU = '7420.56', TCN = '7449.44', BiTCN = '7294.83', DilatedRNN = '7374.35', MLP = '7319.28', DLinear = '7310.3', NLinear = '7329.59', TFT = '7357.71', StemGNN = '7349.34', MLPMultivariate = '7286.71', TiDE = '7291.14', DeepNPTS = '7341.73', y = 'nan' WHERE ds = '2024-11-26 00:00:00'
|
||
2024-11-20 10:31:20,216 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx
|
||
2024-11-20 10:31:20,216 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx
|
||
2024-11-20 10:31:20,218 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date
|
||
2024-11-20 10:31:20,218 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date
|
||
2024-11-20 10:31:48,667 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354)
|
||
2024-11-20 10:31:48,667 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354)
|
||
2024-11-20 10:31:49,081 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314)
|
||
2024-11-20 10:31:49,081 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314)
|
||
2024-11-20 10:31:49,085 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314)
|
||
2024-11-20 10:31:49,085 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314)
|
||
2024-11-20 10:31:49,086 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314)
|
||
2024-11-20 10:31:49,086 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314)
|
||
2024-11-20 10:31:50,798 - my_logger - INFO - 日度(218) 周度(94) 168天(1)
|
||
0 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜
|
||
1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周）
|
||
2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周）
|
||
3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周）
|
||
4 煤制聚丙烯利润 PP看空情绪指数环差
|
||
.. ... ... ...
|
||
213 PE期货收盘价
|
||
214 PP连续-1月
|
||
215 PP连续-5月
|
||
216 PP连续-9月
|
||
217 y
|
||
|
||
[218 rows x 3 columns]
|
||
2024-11-20 10:31:50,798 - my_logger - INFO - 日度(218) 周度(94) 168天(1)
|
||
0 PP主力收盘价拟合残差/丙烷 CP M1 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜
|
||
1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周）
|
||
2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周）
|
||
3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周）
|
||
4 煤制聚丙烯利润 PP看空情绪指数环差
|
||
.. ... ... ...
|
||
213 PE期货收盘价
|
||
214 PP连续-1月
|
||
215 PP连续-5月
|
||
216 PP连续-9月
|
||
217 y
|
||
|
||
[218 rows x 3 columns]
|
||
2024-11-20 10:31:50,851 - my_logger - INFO - 特征信息：总共有311个,日度(218),周度(94),168天(1), 详看 附1、特征列表
|
||
数据特征工程：
|
||
1. 数据日期排序，新日期在最后
|
||
2. 删除空列，特征数据列没有值，就删除
|
||
3. 删除近两月不再更新值的指标
|
||
4. 非日度数据填充为日度数据，填充规则：
|
||
-- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
|
||
-- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
|
||
数据特征相关性分析：
|
||
|
||
2024-11-20 10:31:50,851 - my_logger - INFO - 特征信息：总共有311个,日度(218),周度(94),168天(1), 详看 附1、特征列表
|
||
数据特征工程：
|
||
1. 数据日期排序，新日期在最后
|
||
2. 删除空列，特征数据列没有值，就删除
|
||
3. 删除近两月不再更新值的指标
|
||
4. 非日度数据填充为日度数据，填充规则：
|
||
-- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
|
||
-- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
|
||
数据特征相关性分析：
|
||
|
||
2024-11-20 10:31:50,855 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-20 10:31:50,855 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-20 10:31:51,622 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00'
|
||
2024-11-20 10:31:51,622 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00'
|
||
2024-11-20 10:31:51,625 - my_logger - INFO - 开始训练模型...
|
||
2024-11-20 10:31:51,625 - my_logger - INFO - 开始训练模型...
|
||
2024-11-20 10:31:51,626 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 10:31:51,626 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 10:31:51,627 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 10:31:51,627 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 10:31:52,411 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-01-30 00:00:00', NHITS = '7314.25', Informer = '7335.76', LSTM = '7255.32', iTransformer = '7375.61', TSMixer = '7296.98', TSMixerx = '7304.24', PatchTST = '7288.53', RNN = '7316.8', GRU = '7357.77', TCN = '7406.36', BiTCN = '7330.32', DilatedRNN = '7284.31', MLP = '7336.16', DLinear = '7282.57', NLinear = '7305.31', TFT = '7289.84', StemGNN = '7306.12', MLPMultivariate = '7295.54', TiDE = '7297.12', DeepNPTS = '7304.88', y = '7315.0' WHERE ds = '2024-01-30 00:00:00'
|
||
2024-11-20 10:31:52,411 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-01-30 00:00:00', NHITS = '7314.25', Informer = '7335.76', LSTM = '7255.32', iTransformer = '7375.61', TSMixer = '7296.98', TSMixerx = '7304.24', PatchTST = '7288.53', RNN = '7316.8', GRU = '7357.77', TCN = '7406.36', BiTCN = '7330.32', DilatedRNN = '7284.31', MLP = '7336.16', DLinear = '7282.57', NLinear = '7305.31', TFT = '7289.84', StemGNN = '7306.12', MLPMultivariate = '7295.54', TiDE = '7297.12', DeepNPTS = '7304.88', y = '7315.0' WHERE ds = '2024-01-30 00:00:00'
|
||
2024-11-20 10:31:52,414 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-01-31 00:00:00', NHITS = '7313.85', Informer = '7333.85', LSTM = '7260.27', iTransformer = '7376.32', TSMixer = '7306.93', TSMixerx = '7303.91', PatchTST = '7291.97', RNN = '7327.11', GRU = '7364.25', TCN = '7409.82', BiTCN = '7340.18', DilatedRNN = '7298.74', MLP = '7321.85', DLinear = '7294.2', NLinear = '7298.47', TFT = '7302.1', StemGNN = '7304.55', MLPMultivariate = '7299.61', TiDE = '7302.49', DeepNPTS = '7313.87', y = '7302.5' WHERE ds = '2024-01-31 00:00:00'
|
||
2024-11-20 10:31:52,414 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-01-31 00:00:00', NHITS = '7313.85', Informer = '7333.85', LSTM = '7260.27', iTransformer = '7376.32', TSMixer = '7306.93', TSMixerx = '7303.91', PatchTST = '7291.97', RNN = '7327.11', GRU = '7364.25', TCN = '7409.82', BiTCN = '7340.18', DilatedRNN = '7298.74', MLP = '7321.85', DLinear = '7294.2', NLinear = '7298.47', TFT = '7302.1', StemGNN = '7304.55', MLPMultivariate = '7299.61', TiDE = '7302.49', DeepNPTS = '7313.87', y = '7302.5' WHERE ds = '2024-01-31 00:00:00'
|
||
2024-11-20 10:31:52,417 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-01 00:00:00', NHITS = '7297.0', Informer = '7335.21', LSTM = '7250.98', iTransformer = '7385.46', TSMixer = '7298.8', TSMixerx = '7304.56', PatchTST = '7284.13', RNN = '7314.06', GRU = '7351.66', TCN = '7406.99', BiTCN = '7334.74', DilatedRNN = '7290.45', MLP = '7319.52', DLinear = '7291.02', NLinear = '7287.84', TFT = '7290.86', StemGNN = '7303.42', MLPMultivariate = '7300.2', TiDE = '7301.71', DeepNPTS = '7297.39', y = '7275.0' WHERE ds = '2024-02-01 00:00:00'
|
||
2024-11-20 10:31:52,417 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-01 00:00:00', NHITS = '7297.0', Informer = '7335.21', LSTM = '7250.98', iTransformer = '7385.46', TSMixer = '7298.8', TSMixerx = '7304.56', PatchTST = '7284.13', RNN = '7314.06', GRU = '7351.66', TCN = '7406.99', BiTCN = '7334.74', DilatedRNN = '7290.45', MLP = '7319.52', DLinear = '7291.02', NLinear = '7287.84', TFT = '7290.86', StemGNN = '7303.42', MLPMultivariate = '7300.2', TiDE = '7301.71', DeepNPTS = '7297.39', y = '7275.0' WHERE ds = '2024-02-01 00:00:00'
|
||
2024-11-20 10:31:52,419 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-02 00:00:00', NHITS = '7275.51', Informer = '7314.77', LSTM = '7233.06', iTransformer = '7349.83', TSMixer = '7272.41', TSMixerx = '7282.94', PatchTST = '7263.86', RNN = '7294.73', GRU = '7330.68', TCN = '7395.3', BiTCN = '7306.72', DilatedRNN = '7260.65', MLP = '7289.64', DLinear = '7278.71', NLinear = '7262.57', TFT = '7266.32', StemGNN = '7300.92', MLPMultivariate = '7272.72', TiDE = '7280.73', DeepNPTS = '7271.37', y = '7242.5' WHERE ds = '2024-02-02 00:00:00'
|
||
2024-11-20 10:31:52,419 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-02 00:00:00', NHITS = '7275.51', Informer = '7314.77', LSTM = '7233.06', iTransformer = '7349.83', TSMixer = '7272.41', TSMixerx = '7282.94', PatchTST = '7263.86', RNN = '7294.73', GRU = '7330.68', TCN = '7395.3', BiTCN = '7306.72', DilatedRNN = '7260.65', MLP = '7289.64', DLinear = '7278.71', NLinear = '7262.57', TFT = '7266.32', StemGNN = '7300.92', MLPMultivariate = '7272.72', TiDE = '7280.73', DeepNPTS = '7271.37', y = '7242.5' WHERE ds = '2024-02-02 00:00:00'
|
||
2024-11-20 10:31:52,422 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-04 00:00:00', NHITS = '7236.79', Informer = '7273.36', LSTM = '7212.67', iTransformer = '7264.81', TSMixer = '7239.09', TSMixerx = '7232.82', PatchTST = '7228.47', RNN = '7267.82', GRU = '7308.6', TCN = '7378.92', BiTCN = '7271.96', DilatedRNN = '7228.76', MLP = '7248.22', DLinear = '7249.75', NLinear = '7245.09', TFT = '7227.47', StemGNN = '7297.04', MLPMultivariate = '7210.26', TiDE = '7249.74', DeepNPTS = '7287.39', y = '7240.0' WHERE ds = '2024-02-04 00:00:00'
|
||
2024-11-20 10:31:52,422 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-04 00:00:00', NHITS = '7236.79', Informer = '7273.36', LSTM = '7212.67', iTransformer = '7264.81', TSMixer = '7239.09', TSMixerx = '7232.82', PatchTST = '7228.47', RNN = '7267.82', GRU = '7308.6', TCN = '7378.92', BiTCN = '7271.96', DilatedRNN = '7228.76', MLP = '7248.22', DLinear = '7249.75', NLinear = '7245.09', TFT = '7227.47', StemGNN = '7297.04', MLPMultivariate = '7210.26', TiDE = '7249.74', DeepNPTS = '7287.39', y = '7240.0' WHERE ds = '2024-02-04 00:00:00'
|
||
2024-11-20 10:31:52,424 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-05 00:00:00', NHITS = '7237.9', Informer = '7254.36', LSTM = '7211.69', iTransformer = '7215.08', TSMixer = '7225.67', TSMixerx = '7197.03', PatchTST = '7226.16', RNN = '7266.29', GRU = '7310.45', TCN = '7374.66', BiTCN = '7241.34', DilatedRNN = '7223.16', MLP = '7238.12', DLinear = '7228.83', NLinear = '7231.89', TFT = '7224.25', StemGNN = '7292.84', MLPMultivariate = '7185.72', TiDE = '7230.67', DeepNPTS = '7307.89', y = '7227.5' WHERE ds = '2024-02-05 00:00:00'
|
||
2024-11-20 10:31:52,424 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-05 00:00:00', NHITS = '7237.9', Informer = '7254.36', LSTM = '7211.69', iTransformer = '7215.08', TSMixer = '7225.67', TSMixerx = '7197.03', PatchTST = '7226.16', RNN = '7266.29', GRU = '7310.45', TCN = '7374.66', BiTCN = '7241.34', DilatedRNN = '7223.16', MLP = '7238.12', DLinear = '7228.83', NLinear = '7231.89', TFT = '7224.25', StemGNN = '7292.84', MLPMultivariate = '7185.72', TiDE = '7230.67', DeepNPTS = '7307.89', y = '7227.5' WHERE ds = '2024-02-05 00:00:00'
|
||
2024-11-20 10:31:52,426 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-06 00:00:00', NHITS = '7224.19', Informer = '7245.77', LSTM = '7203.25', iTransformer = '7200.75', TSMixer = '7215.03', TSMixerx = '7174.85', PatchTST = '7206.81', RNN = '7257.77', GRU = '7300.49', TCN = '7369.7', BiTCN = '7214.12', DilatedRNN = '7210.87', MLP = '7217.43', DLinear = '7212.0', NLinear = '7214.21', TFT = '7214.99', StemGNN = '7288.06', MLPMultivariate = '7159.48', TiDE = '7215.9', DeepNPTS = '7300.92', y = '7246.67' WHERE ds = '2024-02-06 00:00:00'
|
||
2024-11-20 10:31:52,426 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-06 00:00:00', NHITS = '7224.19', Informer = '7245.77', LSTM = '7203.25', iTransformer = '7200.75', TSMixer = '7215.03', TSMixerx = '7174.85', PatchTST = '7206.81', RNN = '7257.77', GRU = '7300.49', TCN = '7369.7', BiTCN = '7214.12', DilatedRNN = '7210.87', MLP = '7217.43', DLinear = '7212.0', NLinear = '7214.21', TFT = '7214.99', StemGNN = '7288.06', MLPMultivariate = '7159.48', TiDE = '7215.9', DeepNPTS = '7300.92', y = '7246.67' WHERE ds = '2024-02-06 00:00:00'
|
||
2024-11-20 10:31:52,428 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-07 00:00:00', NHITS = '7237.08', Informer = '7241.63', LSTM = '7216.83', iTransformer = '7221.2', TSMixer = '7226.42', TSMixerx = '7222.58', PatchTST = '7234.44', RNN = '7277.5', GRU = '7317.63', TCN = '7377.89', BiTCN = '7198.22', DilatedRNN = '7229.34', MLP = '7228.86', DLinear = '7227.31', NLinear = '7229.82', TFT = '7221.54', StemGNN = '7284.15', MLPMultivariate = '7172.75', TiDE = '7230.4', DeepNPTS = '7282.88', y = '7255.0' WHERE ds = '2024-02-07 00:00:00'
|
||
2024-11-20 10:31:52,428 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-07 00:00:00', NHITS = '7237.08', Informer = '7241.63', LSTM = '7216.83', iTransformer = '7221.2', TSMixer = '7226.42', TSMixerx = '7222.58', PatchTST = '7234.44', RNN = '7277.5', GRU = '7317.63', TCN = '7377.89', BiTCN = '7198.22', DilatedRNN = '7229.34', MLP = '7228.86', DLinear = '7227.31', NLinear = '7229.82', TFT = '7221.54', StemGNN = '7284.15', MLPMultivariate = '7172.75', TiDE = '7230.4', DeepNPTS = '7282.88', y = '7255.0' WHERE ds = '2024-02-07 00:00:00'
|
||
2024-11-20 10:31:52,430 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-08 00:00:00', NHITS = '7249.03', Informer = '7225.22', LSTM = '7221.61', iTransformer = '7236.65', TSMixer = '7242.4', TSMixerx = '7235.89', PatchTST = '7252.49', RNN = '7285.7', GRU = '7321.4', TCN = '7382.84', BiTCN = '7189.21', DilatedRNN = '7239.06', MLP = '7239.93', DLinear = '7231.63', NLinear = '7251.7', TFT = '7236.11', StemGNN = '7280.63', MLPMultivariate = '7193.89', TiDE = '7252.08', DeepNPTS = '7254.66', y = '7270.0' WHERE ds = '2024-02-08 00:00:00'
|
||
2024-11-20 10:31:52,430 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-08 00:00:00', NHITS = '7249.03', Informer = '7225.22', LSTM = '7221.61', iTransformer = '7236.65', TSMixer = '7242.4', TSMixerx = '7235.89', PatchTST = '7252.49', RNN = '7285.7', GRU = '7321.4', TCN = '7382.84', BiTCN = '7189.21', DilatedRNN = '7239.06', MLP = '7239.93', DLinear = '7231.63', NLinear = '7251.7', TFT = '7236.11', StemGNN = '7280.63', MLPMultivariate = '7193.89', TiDE = '7252.08', DeepNPTS = '7254.66', y = '7270.0' WHERE ds = '2024-02-08 00:00:00'
|
||
2024-11-20 10:31:52,432 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-18 00:00:00', NHITS = '7257.58', Informer = '7232.66', LSTM = '7232.76', iTransformer = '7247.51', TSMixer = '7258.08', TSMixerx = '7252.65', PatchTST = '7269.86', RNN = '7295.25', GRU = '7334.03', TCN = '7388.26', BiTCN = '7192.33', DilatedRNN = '7253.86', MLP = '7251.03', DLinear = '7230.31', NLinear = '7268.39', TFT = '7263.02', StemGNN = '7278.08', MLPMultivariate = '7215.18', TiDE = '7272.44', DeepNPTS = '7244.53', y = '7336.67' WHERE ds = '2024-02-18 00:00:00'
|
||
2024-11-20 10:31:52,432 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-18 00:00:00', NHITS = '7257.58', Informer = '7232.66', LSTM = '7232.76', iTransformer = '7247.51', TSMixer = '7258.08', TSMixerx = '7252.65', PatchTST = '7269.86', RNN = '7295.25', GRU = '7334.03', TCN = '7388.26', BiTCN = '7192.33', DilatedRNN = '7253.86', MLP = '7251.03', DLinear = '7230.31', NLinear = '7268.39', TFT = '7263.02', StemGNN = '7278.08', MLPMultivariate = '7215.18', TiDE = '7272.44', DeepNPTS = '7244.53', y = '7336.67' WHERE ds = '2024-02-18 00:00:00'
|
||
2024-11-20 10:31:52,435 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-19 00:00:00', NHITS = '7329.8', Informer = '7284.9', LSTM = '7279.87', iTransformer = '7271.41', TSMixer = '7312.25', TSMixerx = '7328.12', PatchTST = '7333.28', RNN = '7359.55', GRU = '7391.84', TCN = '7412.85', BiTCN = '7285.85', DilatedRNN = '7321.05', MLP = '7295.19', DLinear = '7280.82', NLinear = '7344.06', TFT = '7349.32', StemGNN = '7277.16', MLPMultivariate = '7268.04', TiDE = '7323.31', DeepNPTS = '7273.12', y = '7350.0' WHERE ds = '2024-02-19 00:00:00'
|
||
2024-11-20 10:31:52,435 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-19 00:00:00', NHITS = '7329.8', Informer = '7284.9', LSTM = '7279.87', iTransformer = '7271.41', TSMixer = '7312.25', TSMixerx = '7328.12', PatchTST = '7333.28', RNN = '7359.55', GRU = '7391.84', TCN = '7412.85', BiTCN = '7285.85', DilatedRNN = '7321.05', MLP = '7295.19', DLinear = '7280.82', NLinear = '7344.06', TFT = '7349.32', StemGNN = '7277.16', MLPMultivariate = '7268.04', TiDE = '7323.31', DeepNPTS = '7273.12', y = '7350.0' WHERE ds = '2024-02-19 00:00:00'
|
||
2024-11-20 10:31:52,438 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-20 00:00:00', NHITS = '7343.01', Informer = '7301.36', LSTM = '7287.02', iTransformer = '7283.48', TSMixer = '7338.11', TSMixerx = '7398.41', PatchTST = '7344.57', RNN = '7358.8', GRU = '7393.28', TCN = '7424.57', BiTCN = '7353.08', DilatedRNN = '7341.83', MLP = '7322.19', DLinear = '7304.78', NLinear = '7354.74', TFT = '7371.01', StemGNN = '7276.7', MLPMultivariate = '7309.68', TiDE = '7334.03', DeepNPTS = '7338.48', y = '7335.0' WHERE ds = '2024-02-20 00:00:00'
|
||
2024-11-20 10:31:52,438 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-20 00:00:00', NHITS = '7343.01', Informer = '7301.36', LSTM = '7287.02', iTransformer = '7283.48', TSMixer = '7338.11', TSMixerx = '7398.41', PatchTST = '7344.57', RNN = '7358.8', GRU = '7393.28', TCN = '7424.57', BiTCN = '7353.08', DilatedRNN = '7341.83', MLP = '7322.19', DLinear = '7304.78', NLinear = '7354.74', TFT = '7371.01', StemGNN = '7276.7', MLPMultivariate = '7309.68', TiDE = '7334.03', DeepNPTS = '7338.48', y = '7335.0' WHERE ds = '2024-02-20 00:00:00'
|
||
2024-11-20 10:31:52,440 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-21 00:00:00', NHITS = '7331.02', Informer = '7289.8', LSTM = '7277.52', iTransformer = '7284.16', TSMixer = '7334.13', TSMixerx = '7417.16', PatchTST = '7333.0', RNN = '7344.13', GRU = '7379.12', TCN = '7429.64', BiTCN = '7381.22', DilatedRNN = '7344.5', MLP = '7320.66', DLinear = '7332.96', NLinear = '7337.17', TFT = '7360.45', StemGNN = '7275.86', MLPMultivariate = '7320.94', TiDE = '7325.44', DeepNPTS = '7337.84', y = '7297.5' WHERE ds = '2024-02-21 00:00:00'
|
||
2024-11-20 10:31:52,440 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-21 00:00:00', NHITS = '7331.02', Informer = '7289.8', LSTM = '7277.52', iTransformer = '7284.16', TSMixer = '7334.13', TSMixerx = '7417.16', PatchTST = '7333.0', RNN = '7344.13', GRU = '7379.12', TCN = '7429.64', BiTCN = '7381.22', DilatedRNN = '7344.5', MLP = '7320.66', DLinear = '7332.96', NLinear = '7337.17', TFT = '7360.45', StemGNN = '7275.86', MLPMultivariate = '7320.94', TiDE = '7325.44', DeepNPTS = '7337.84', y = '7297.5' WHERE ds = '2024-02-21 00:00:00'
|
||
2024-11-20 10:31:52,442 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-22 00:00:00', NHITS = '7286.55', Informer = '7266.5', LSTM = '7249.85', iTransformer = '7285.34', TSMixer = '7304.14', TSMixerx = '7392.3', PatchTST = '7305.8', RNN = '7314.63', GRU = '7345.37', TCN = '7420.07', BiTCN = '7373.2', DilatedRNN = '7311.53', MLP = '7302.57', DLinear = '7318.15', NLinear = '7298.16', TFT = '7284.19', StemGNN = '7273.93', MLPMultivariate = '7304.0', TiDE = '7292.32', DeepNPTS = '7342.6', y = '7285.0' WHERE ds = '2024-02-22 00:00:00'
|
||
2024-11-20 10:31:52,442 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-22 00:00:00', NHITS = '7286.55', Informer = '7266.5', LSTM = '7249.85', iTransformer = '7285.34', TSMixer = '7304.14', TSMixerx = '7392.3', PatchTST = '7305.8', RNN = '7314.63', GRU = '7345.37', TCN = '7420.07', BiTCN = '7373.2', DilatedRNN = '7311.53', MLP = '7302.57', DLinear = '7318.15', NLinear = '7298.16', TFT = '7284.19', StemGNN = '7273.93', MLPMultivariate = '7304.0', TiDE = '7292.32', DeepNPTS = '7342.6', y = '7285.0' WHERE ds = '2024-02-22 00:00:00'
|
||
2024-11-20 10:31:52,444 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-23 00:00:00', NHITS = '7272.61', Informer = '7258.89', LSTM = '7241.55', iTransformer = '7287.63', TSMixer = '7288.24', TSMixerx = '7365.99', PatchTST = '7296.96', RNN = '7295.77', GRU = '7340.09', TCN = '7413.29', BiTCN = '7359.23', DilatedRNN = '7296.67', MLP = '7292.49', DLinear = '7303.51', NLinear = '7281.81', TFT = '7269.99', StemGNN = '7271.49', MLPMultivariate = '7289.99', TiDE = '7281.0', DeepNPTS = '7323.98', y = '7306.67' WHERE ds = '2024-02-23 00:00:00'
|
||
2024-11-20 10:31:52,444 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-23 00:00:00', NHITS = '7272.61', Informer = '7258.89', LSTM = '7241.55', iTransformer = '7287.63', TSMixer = '7288.24', TSMixerx = '7365.99', PatchTST = '7296.96', RNN = '7295.77', GRU = '7340.09', TCN = '7413.29', BiTCN = '7359.23', DilatedRNN = '7296.67', MLP = '7292.49', DLinear = '7303.51', NLinear = '7281.81', TFT = '7269.99', StemGNN = '7271.49', MLPMultivariate = '7289.99', TiDE = '7281.0', DeepNPTS = '7323.98', y = '7306.67' WHERE ds = '2024-02-23 00:00:00'
|
||
2024-11-20 10:31:52,446 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-26 00:00:00', NHITS = '7318.19', Informer = '7258.93', LSTM = '7254.44', iTransformer = '7295.47', TSMixer = '7299.03', TSMixerx = '7362.35', PatchTST = '7321.52', RNN = '7317.68', GRU = '7358.98', TCN = '7413.28', BiTCN = '7357.37', DilatedRNN = '7301.95', MLP = '7320.65', DLinear = '7296.1', NLinear = '7301.41', TFT = '7307.13', StemGNN = '7269.8', MLPMultivariate = '7306.61', TiDE = '7295.1', DeepNPTS = '7371.11', y = '7292.5' WHERE ds = '2024-02-26 00:00:00'
|
||
2024-11-20 10:31:52,446 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-26 00:00:00', NHITS = '7318.19', Informer = '7258.93', LSTM = '7254.44', iTransformer = '7295.47', TSMixer = '7299.03', TSMixerx = '7362.35', PatchTST = '7321.52', RNN = '7317.68', GRU = '7358.98', TCN = '7413.28', BiTCN = '7357.37', DilatedRNN = '7301.95', MLP = '7320.65', DLinear = '7296.1', NLinear = '7301.41', TFT = '7307.13', StemGNN = '7269.8', MLPMultivariate = '7306.61', TiDE = '7295.1', DeepNPTS = '7371.11', y = '7292.5' WHERE ds = '2024-02-26 00:00:00'
|
||
2024-11-20 10:31:52,448 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-27 00:00:00', NHITS = '7324.57', Informer = '7251.97', LSTM = '7242.58', iTransformer = '7290.08', TSMixer = '7297.98', TSMixerx = '7317.99', PatchTST = '7297.46', RNN = '7304.28', GRU = '7342.81', TCN = '7408.67', BiTCN = '7340.79', DilatedRNN = '7289.78', MLP = '7327.02', DLinear = '7292.81', NLinear = '7282.36', TFT = '7282.91', StemGNN = '7268.05', MLPMultivariate = '7299.63', TiDE = '7286.47', DeepNPTS = '7368.65', y = '7306.67' WHERE ds = '2024-02-27 00:00:00'
|
||
2024-11-20 10:31:52,448 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-27 00:00:00', NHITS = '7324.57', Informer = '7251.97', LSTM = '7242.58', iTransformer = '7290.08', TSMixer = '7297.98', TSMixerx = '7317.99', PatchTST = '7297.46', RNN = '7304.28', GRU = '7342.81', TCN = '7408.67', BiTCN = '7340.79', DilatedRNN = '7289.78', MLP = '7327.02', DLinear = '7292.81', NLinear = '7282.36', TFT = '7282.91', StemGNN = '7268.05', MLPMultivariate = '7299.63', TiDE = '7286.47', DeepNPTS = '7368.65', y = '7306.67' WHERE ds = '2024-02-27 00:00:00'
|
||
2024-11-20 10:31:52,451 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-28 00:00:00', NHITS = '7352.75', Informer = '7295.49', LSTM = '7254.83', iTransformer = '7276.21', TSMixer = '7302.82', TSMixerx = '7348.5', PatchTST = '7323.02', RNN = '7324.8', GRU = '7359.94', TCN = '7413.98', BiTCN = '7330.58', DilatedRNN = '7305.92', MLP = '7341.13', DLinear = '7310.9', NLinear = '7305.61', TFT = '7301.83', StemGNN = '7266.96', MLPMultivariate = '7303.46', TiDE = '7303.91', DeepNPTS = '7380.02', y = '7353.33' WHERE ds = '2024-02-28 00:00:00'
|
||
2024-11-20 10:31:52,451 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-28 00:00:00', NHITS = '7352.75', Informer = '7295.49', LSTM = '7254.83', iTransformer = '7276.21', TSMixer = '7302.82', TSMixerx = '7348.5', PatchTST = '7323.02', RNN = '7324.8', GRU = '7359.94', TCN = '7413.98', BiTCN = '7330.58', DilatedRNN = '7305.92', MLP = '7341.13', DLinear = '7310.9', NLinear = '7305.61', TFT = '7301.83', StemGNN = '7266.96', MLPMultivariate = '7303.46', TiDE = '7303.91', DeepNPTS = '7380.02', y = '7353.33' WHERE ds = '2024-02-28 00:00:00'
|
||
2024-11-20 10:31:52,454 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-29 00:00:00', NHITS = '7365.17', Informer = '7313.22', LSTM = '7288.96', iTransformer = '7293.72', TSMixer = '7334.31', TSMixerx = '7378.47', PatchTST = '7368.02', RNN = '7371.75', GRU = '7401.12', TCN = '7425.51', BiTCN = '7341.83', DilatedRNN = '7336.51', MLP = '7371.22', DLinear = '7333.33', NLinear = '7360.72', TFT = '7354.87', StemGNN = '7266.78', MLPMultivariate = '7327.83', TiDE = '7343.33', DeepNPTS = '7374.52', y = '7325.0' WHERE ds = '2024-02-29 00:00:00'
|
||
2024-11-20 10:31:52,454 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-29 00:00:00', NHITS = '7365.17', Informer = '7313.22', LSTM = '7288.96', iTransformer = '7293.72', TSMixer = '7334.31', TSMixerx = '7378.47', PatchTST = '7368.02', RNN = '7371.75', GRU = '7401.12', TCN = '7425.51', BiTCN = '7341.83', DilatedRNN = '7336.51', MLP = '7371.22', DLinear = '7333.33', NLinear = '7360.72', TFT = '7354.87', StemGNN = '7266.78', MLPMultivariate = '7327.83', TiDE = '7343.33', DeepNPTS = '7374.52', y = '7325.0' WHERE ds = '2024-02-29 00:00:00'
|
||
2024-11-20 10:31:52,457 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-01 00:00:00', NHITS = '7320.5', Informer = '7306.35', LSTM = '7263.73', iTransformer = '7277.35', TSMixer = '7322.0', TSMixerx = '7343.2', PatchTST = '7329.76', RNN = '7327.44', GRU = '7364.73', TCN = '7416.31', BiTCN = '7322.68', DilatedRNN = '7306.52', MLP = '7337.22', DLinear = '7315.45', NLinear = '7335.42', TFT = '7314.74', StemGNN = '7266.41', MLPMultivariate = '7308.63', TiDE = '7327.13', DeepNPTS = '7294.14', y = '7343.33' WHERE ds = '2024-03-01 00:00:00'
|
||
2024-11-20 10:31:52,457 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-01 00:00:00', NHITS = '7320.5', Informer = '7306.35', LSTM = '7263.73', iTransformer = '7277.35', TSMixer = '7322.0', TSMixerx = '7343.2', PatchTST = '7329.76', RNN = '7327.44', GRU = '7364.73', TCN = '7416.31', BiTCN = '7322.68', DilatedRNN = '7306.52', MLP = '7337.22', DLinear = '7315.45', NLinear = '7335.42', TFT = '7314.74', StemGNN = '7266.41', MLPMultivariate = '7308.63', TiDE = '7327.13', DeepNPTS = '7294.14', y = '7343.33' WHERE ds = '2024-03-01 00:00:00'
|
||
2024-11-20 10:31:52,459 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-04 00:00:00', NHITS = '7334.56', Informer = '7330.43', LSTM = '7283.3', iTransformer = '7276.89', TSMixer = '7330.63', TSMixerx = '7344.31', PatchTST = '7334.27', RNN = '7357.22', GRU = '7391.92', TCN = '7422.3', BiTCN = '7315.67', DilatedRNN = '7328.23', MLP = '7328.13', DLinear = '7333.05', NLinear = '7339.2', TFT = '7314.98', StemGNN = '7266.39', MLPMultivariate = '7306.47', TiDE = '7342.18', DeepNPTS = '7296.81', y = '7330.0' WHERE ds = '2024-03-04 00:00:00'
|
||
2024-11-20 10:31:52,459 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-04 00:00:00', NHITS = '7334.56', Informer = '7330.43', LSTM = '7283.3', iTransformer = '7276.89', TSMixer = '7330.63', TSMixerx = '7344.31', PatchTST = '7334.27', RNN = '7357.22', GRU = '7391.92', TCN = '7422.3', BiTCN = '7315.67', DilatedRNN = '7328.23', MLP = '7328.13', DLinear = '7333.05', NLinear = '7339.2', TFT = '7314.98', StemGNN = '7266.39', MLPMultivariate = '7306.47', TiDE = '7342.18', DeepNPTS = '7296.81', y = '7330.0' WHERE ds = '2024-03-04 00:00:00'
|
||
2024-11-20 10:31:52,461 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-05 00:00:00', NHITS = '7309.45', Informer = '7325.04', LSTM = '7267.88', iTransformer = '7277.67', TSMixer = '7326.97', TSMixerx = '7335.79', PatchTST = '7319.16', RNN = '7340.15', GRU = '7370.5', TCN = '7418.13', BiTCN = '7305.37', DilatedRNN = '7318.76', MLP = '7320.53', DLinear = '7326.05', NLinear = '7321.28', TFT = '7293.51', StemGNN = '7266.15', MLPMultivariate = '7303.62', TiDE = '7328.04', DeepNPTS = '7281.27', y = '7310.0' WHERE ds = '2024-03-05 00:00:00'
|
||
2024-11-20 10:31:52,461 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-05 00:00:00', NHITS = '7309.45', Informer = '7325.04', LSTM = '7267.88', iTransformer = '7277.67', TSMixer = '7326.97', TSMixerx = '7335.79', PatchTST = '7319.16', RNN = '7340.15', GRU = '7370.5', TCN = '7418.13', BiTCN = '7305.37', DilatedRNN = '7318.76', MLP = '7320.53', DLinear = '7326.05', NLinear = '7321.28', TFT = '7293.51', StemGNN = '7266.15', MLPMultivariate = '7303.62', TiDE = '7328.04', DeepNPTS = '7281.27', y = '7310.0' WHERE ds = '2024-03-05 00:00:00'
|
||
2024-11-20 10:31:52,463 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-06 00:00:00', NHITS = '7304.78', Informer = '7318.4', LSTM = '7255.75', iTransformer = '7276.86', TSMixer = '7305.71', TSMixerx = '7311.24', PatchTST = '7313.83', RNN = '7311.53', GRU = '7357.06', TCN = '7412.45', BiTCN = '7301.94', DilatedRNN = '7304.3', MLP = '7315.76', DLinear = '7309.79', NLinear = '7297.15', TFT = '7279.6', StemGNN = '7265.64', MLPMultivariate = '7295.52', TiDE = '7301.35', DeepNPTS = '7288.95', y = '7297.5' WHERE ds = '2024-03-06 00:00:00'
|
||
2024-11-20 10:31:52,463 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-06 00:00:00', NHITS = '7304.78', Informer = '7318.4', LSTM = '7255.75', iTransformer = '7276.86', TSMixer = '7305.71', TSMixerx = '7311.24', PatchTST = '7313.83', RNN = '7311.53', GRU = '7357.06', TCN = '7412.45', BiTCN = '7301.94', DilatedRNN = '7304.3', MLP = '7315.76', DLinear = '7309.79', NLinear = '7297.15', TFT = '7279.6', StemGNN = '7265.64', MLPMultivariate = '7295.52', TiDE = '7301.35', DeepNPTS = '7288.95', y = '7297.5' WHERE ds = '2024-03-06 00:00:00'
|
||
2024-11-20 10:31:52,465 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-07 00:00:00', NHITS = '7302.21', Informer = '7321.25', LSTM = '7246.71', iTransformer = '7271.87', TSMixer = '7294.17', TSMixerx = '7309.87', PatchTST = '7308.66', RNN = '7314.28', GRU = '7347.75', TCN = '7407.47', BiTCN = '7294.43', DilatedRNN = '7290.02', MLP = '7319.87', DLinear = '7285.87', NLinear = '7297.02', TFT = '7274.12', StemGNN = '7264.97', MLPMultivariate = '7290.85', TiDE = '7293.32', DeepNPTS = '7295.53', y = '7290.0' WHERE ds = '2024-03-07 00:00:00'
|
||
2024-11-20 10:31:52,465 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-07 00:00:00', NHITS = '7302.21', Informer = '7321.25', LSTM = '7246.71', iTransformer = '7271.87', TSMixer = '7294.17', TSMixerx = '7309.87', PatchTST = '7308.66', RNN = '7314.28', GRU = '7347.75', TCN = '7407.47', BiTCN = '7294.43', DilatedRNN = '7290.02', MLP = '7319.87', DLinear = '7285.87', NLinear = '7297.02', TFT = '7274.12', StemGNN = '7264.97', MLPMultivariate = '7290.85', TiDE = '7293.32', DeepNPTS = '7295.53', y = '7290.0' WHERE ds = '2024-03-07 00:00:00'
|
||
2024-11-20 10:31:52,468 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-08 00:00:00', NHITS = '7292.95', Informer = '7299.1', LSTM = '7241.47', iTransformer = '7246.3', TSMixer = '7288.79', TSMixerx = '7302.01', PatchTST = '7299.54', RNN = '7302.63', GRU = '7343.0', TCN = '7403.52', BiTCN = '7279.52', DilatedRNN = '7288.72', MLP = '7290.22', DLinear = '7284.58', NLinear = '7288.43', TFT = '7271.91', StemGNN = '7264.57', MLPMultivariate = '7279.09', TiDE = '7290.29', DeepNPTS = '7294.8', y = '7295.0' WHERE ds = '2024-03-08 00:00:00'
|
||
2024-11-20 10:31:52,468 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-08 00:00:00', NHITS = '7292.95', Informer = '7299.1', LSTM = '7241.47', iTransformer = '7246.3', TSMixer = '7288.79', TSMixerx = '7302.01', PatchTST = '7299.54', RNN = '7302.63', GRU = '7343.0', TCN = '7403.52', BiTCN = '7279.52', DilatedRNN = '7288.72', MLP = '7290.22', DLinear = '7284.58', NLinear = '7288.43', TFT = '7271.91', StemGNN = '7264.57', MLPMultivariate = '7279.09', TiDE = '7290.29', DeepNPTS = '7294.8', y = '7295.0' WHERE ds = '2024-03-08 00:00:00'
|
||
2024-11-20 10:31:52,471 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-11 00:00:00', NHITS = '7283.5', Informer = '7308.73', LSTM = '7245.06', iTransformer = '7233.56', TSMixer = '7289.62', TSMixerx = '7272.81', PatchTST = '7302.29', RNN = '7308.69', GRU = '7348.58', TCN = '7402.53', BiTCN = '7275.18', DilatedRNN = '7290.97', MLP = '7265.94', DLinear = '7297.8', NLinear = '7293.46', TFT = '7274.37', StemGNN = '7264.62', MLPMultivariate = '7276.64', TiDE = '7289.43', DeepNPTS = '7294.81', y = '7285.0' WHERE ds = '2024-03-11 00:00:00'
|
||
2024-11-20 10:31:52,471 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-11 00:00:00', NHITS = '7283.5', Informer = '7308.73', LSTM = '7245.06', iTransformer = '7233.56', TSMixer = '7289.62', TSMixerx = '7272.81', PatchTST = '7302.29', RNN = '7308.69', GRU = '7348.58', TCN = '7402.53', BiTCN = '7275.18', DilatedRNN = '7290.97', MLP = '7265.94', DLinear = '7297.8', NLinear = '7293.46', TFT = '7274.37', StemGNN = '7264.62', MLPMultivariate = '7276.64', TiDE = '7289.43', DeepNPTS = '7294.81', y = '7285.0' WHERE ds = '2024-03-11 00:00:00'
|
||
2024-11-20 10:31:52,473 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-12 00:00:00', NHITS = '7264.78', Informer = '7291.06', LSTM = '7238.1', iTransformer = '7239.95', TSMixer = '7277.58', TSMixerx = '7269.54', PatchTST = '7282.67', RNN = '7303.06', GRU = '7339.16', TCN = '7395.51', BiTCN = '7277.12', DilatedRNN = '7280.3', MLP = '7244.14', DLinear = '7296.69', NLinear = '7275.29', TFT = '7269.44', StemGNN = '7265.88', MLPMultivariate = '7271.18', TiDE = '7270.28', DeepNPTS = '7285.48', y = '7283.33' WHERE ds = '2024-03-12 00:00:00'
|
||
2024-11-20 10:31:52,473 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-12 00:00:00', NHITS = '7264.78', Informer = '7291.06', LSTM = '7238.1', iTransformer = '7239.95', TSMixer = '7277.58', TSMixerx = '7269.54', PatchTST = '7282.67', RNN = '7303.06', GRU = '7339.16', TCN = '7395.51', BiTCN = '7277.12', DilatedRNN = '7280.3', MLP = '7244.14', DLinear = '7296.69', NLinear = '7275.29', TFT = '7269.44', StemGNN = '7265.88', MLPMultivariate = '7271.18', TiDE = '7270.28', DeepNPTS = '7285.48', y = '7283.33' WHERE ds = '2024-03-12 00:00:00'
|
||
2024-11-20 10:31:52,475 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-13 00:00:00', NHITS = '7256.37', Informer = '7287.32', LSTM = '7238.44', iTransformer = '7251.53', TSMixer = '7272.1', TSMixerx = '7275.87', PatchTST = '7280.45', RNN = '7301.9', GRU = '7340.35', TCN = '7398.0', BiTCN = '7269.77', DilatedRNN = '7285.73', MLP = '7238.05', DLinear = '7303.68', NLinear = '7278.15', TFT = '7276.54', StemGNN = '7267.4', MLPMultivariate = '7268.86', TiDE = '7272.17', DeepNPTS = '7252.64', y = '7285.0' WHERE ds = '2024-03-13 00:00:00'
|
||
2024-11-20 10:31:52,475 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-13 00:00:00', NHITS = '7256.37', Informer = '7287.32', LSTM = '7238.44', iTransformer = '7251.53', TSMixer = '7272.1', TSMixerx = '7275.87', PatchTST = '7280.45', RNN = '7301.9', GRU = '7340.35', TCN = '7398.0', BiTCN = '7269.77', DilatedRNN = '7285.73', MLP = '7238.05', DLinear = '7303.68', NLinear = '7278.15', TFT = '7276.54', StemGNN = '7267.4', MLPMultivariate = '7268.86', TiDE = '7272.17', DeepNPTS = '7252.64', y = '7285.0' WHERE ds = '2024-03-13 00:00:00'
|
||
2024-11-20 10:31:52,478 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-14 00:00:00', NHITS = '7269.4', Informer = '7282.06', LSTM = '7239.51', iTransformer = '7265.08', TSMixer = '7275.51', TSMixerx = '7277.1', PatchTST = '7283.45', RNN = '7304.5', GRU = '7341.46', TCN = '7397.56', BiTCN = '7280.69', DilatedRNN = '7284.09', MLP = '7251.88', DLinear = '7273.88', NLinear = '7288.42', TFT = '7290.29', StemGNN = '7270.84', MLPMultivariate = '7275.91', TiDE = '7281.04', DeepNPTS = '7264.11', y = '7277.5' WHERE ds = '2024-03-14 00:00:00'
|
||
2024-11-20 10:31:52,478 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-14 00:00:00', NHITS = '7269.4', Informer = '7282.06', LSTM = '7239.51', iTransformer = '7265.08', TSMixer = '7275.51', TSMixerx = '7277.1', PatchTST = '7283.45', RNN = '7304.5', GRU = '7341.46', TCN = '7397.56', BiTCN = '7280.69', DilatedRNN = '7284.09', MLP = '7251.88', DLinear = '7273.88', NLinear = '7288.42', TFT = '7290.29', StemGNN = '7270.84', MLPMultivariate = '7275.91', TiDE = '7281.04', DeepNPTS = '7264.11', y = '7277.5' WHERE ds = '2024-03-14 00:00:00'
|
||
2024-11-20 10:31:52,480 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-15 00:00:00', NHITS = '7264.23', Informer = '7275.59', LSTM = '7234.82', iTransformer = '7272.71', TSMixer = '7271.08', TSMixerx = '7262.54', PatchTST = '7274.31', RNN = '7295.47', GRU = '7335.31', TCN = '7395.98', BiTCN = '7277.6', DilatedRNN = '7279.69', MLP = '7256.92', DLinear = '7252.44', NLinear = '7269.11', TFT = '7283.47', StemGNN = '7273.29', MLPMultivariate = '7276.28', TiDE = '7279.45', DeepNPTS = '7273.04', y = '7353.33' WHERE ds = '2024-03-15 00:00:00'
|
||
2024-11-20 10:31:52,480 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-15 00:00:00', NHITS = '7264.23', Informer = '7275.59', LSTM = '7234.82', iTransformer = '7272.71', TSMixer = '7271.08', TSMixerx = '7262.54', PatchTST = '7274.31', RNN = '7295.47', GRU = '7335.31', TCN = '7395.98', BiTCN = '7277.6', DilatedRNN = '7279.69', MLP = '7256.92', DLinear = '7252.44', NLinear = '7269.11', TFT = '7283.47', StemGNN = '7273.29', MLPMultivariate = '7276.28', TiDE = '7279.45', DeepNPTS = '7273.04', y = '7353.33' WHERE ds = '2024-03-15 00:00:00'
|
||
2024-11-20 10:31:52,482 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-18 00:00:00', NHITS = '7339.36', Informer = '7324.94', LSTM = '7292.13', iTransformer = '7287.28', TSMixer = '7320.05', TSMixerx = '7302.48', PatchTST = '7366.6', RNN = '7371.87', GRU = '7407.54', TCN = '7422.89', BiTCN = '7304.87', DilatedRNN = '7348.6', MLP = '7314.84', DLinear = '7304.7', NLinear = '7353.23', TFT = '7347.31', StemGNN = '7276.14', MLPMultivariate = '7311.7', TiDE = '7330.94', DeepNPTS = '7344.93', y = '7387.5' WHERE ds = '2024-03-18 00:00:00'
|
||
2024-11-20 10:31:52,482 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-18 00:00:00', NHITS = '7339.36', Informer = '7324.94', LSTM = '7292.13', iTransformer = '7287.28', TSMixer = '7320.05', TSMixerx = '7302.48', PatchTST = '7366.6', RNN = '7371.87', GRU = '7407.54', TCN = '7422.89', BiTCN = '7304.87', DilatedRNN = '7348.6', MLP = '7314.84', DLinear = '7304.7', NLinear = '7353.23', TFT = '7347.31', StemGNN = '7276.14', MLPMultivariate = '7311.7', TiDE = '7330.94', DeepNPTS = '7344.93', y = '7387.5' WHERE ds = '2024-03-18 00:00:00'
|
||
2024-11-20 10:31:52,485 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-19 00:00:00', NHITS = '7388.08', Informer = '7385.8', LSTM = '7320.49', iTransformer = '7300.95', TSMixer = '7361.99', TSMixerx = '7336.57', PatchTST = '7386.98', RNN = '7397.01', GRU = '7427.54', TCN = '7439.6', BiTCN = '7311.0', DilatedRNN = '7378.46', MLP = '7361.53', DLinear = '7326.46', NLinear = '7392.8', TFT = '7379.9', StemGNN = '7277.91', MLPMultivariate = '7348.62', TiDE = '7363.5', DeepNPTS = '7387.24', y = '7435.0' WHERE ds = '2024-03-19 00:00:00'
|
||
2024-11-20 10:31:52,485 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-19 00:00:00', NHITS = '7388.08', Informer = '7385.8', LSTM = '7320.49', iTransformer = '7300.95', TSMixer = '7361.99', TSMixerx = '7336.57', PatchTST = '7386.98', RNN = '7397.01', GRU = '7427.54', TCN = '7439.6', BiTCN = '7311.0', DilatedRNN = '7378.46', MLP = '7361.53', DLinear = '7326.46', NLinear = '7392.8', TFT = '7379.9', StemGNN = '7277.91', MLPMultivariate = '7348.62', TiDE = '7363.5', DeepNPTS = '7387.24', y = '7435.0' WHERE ds = '2024-03-19 00:00:00'
|
||
2024-11-20 10:31:52,488 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-20 00:00:00', NHITS = '7446.17', Informer = '7409.96', LSTM = '7390.64', iTransformer = '7318.43', TSMixer = '7404.71', TSMixerx = '7354.35', PatchTST = '7446.15', RNN = '7449.59', GRU = '7481.41', TCN = '7465.93', BiTCN = '7324.92', DilatedRNN = '7439.02', MLP = '7414.86', DLinear = '7384.65', NLinear = '7440.51', TFT = '7410.61', StemGNN = '7279.73', MLPMultivariate = '7384.11', TiDE = '7415.17', DeepNPTS = '7432.14', y = '7460.0' WHERE ds = '2024-03-20 00:00:00'
|
||
2024-11-20 10:31:52,488 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-20 00:00:00', NHITS = '7446.17', Informer = '7409.96', LSTM = '7390.64', iTransformer = '7318.43', TSMixer = '7404.71', TSMixerx = '7354.35', PatchTST = '7446.15', RNN = '7449.59', GRU = '7481.41', TCN = '7465.93', BiTCN = '7324.92', DilatedRNN = '7439.02', MLP = '7414.86', DLinear = '7384.65', NLinear = '7440.51', TFT = '7410.61', StemGNN = '7279.73', MLPMultivariate = '7384.11', TiDE = '7415.17', DeepNPTS = '7432.14', y = '7460.0' WHERE ds = '2024-03-20 00:00:00'
|
||
2024-11-20 10:31:52,490 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-21 00:00:00', NHITS = '7471.48', Informer = '7410.82', LSTM = '7418.15', iTransformer = '7359.09', TSMixer = '7436.82', TSMixerx = '7382.55', PatchTST = '7467.97', RNN = '7485.88', GRU = '7497.73', TCN = '7485.05', BiTCN = '7342.78', DilatedRNN = '7469.99', MLP = '7437.01', DLinear = '7433.13', NLinear = '7466.88', TFT = '7407.96', StemGNN = '7282.79', MLPMultivariate = '7422.37', TiDE = '7449.82', DeepNPTS = '7435.73', y = '7422.5' WHERE ds = '2024-03-21 00:00:00'
|
||
2024-11-20 10:31:52,490 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-21 00:00:00', NHITS = '7471.48', Informer = '7410.82', LSTM = '7418.15', iTransformer = '7359.09', TSMixer = '7436.82', TSMixerx = '7382.55', PatchTST = '7467.97', RNN = '7485.88', GRU = '7497.73', TCN = '7485.05', BiTCN = '7342.78', DilatedRNN = '7469.99', MLP = '7437.01', DLinear = '7433.13', NLinear = '7466.88', TFT = '7407.96', StemGNN = '7282.79', MLPMultivariate = '7422.37', TiDE = '7449.82', DeepNPTS = '7435.73', y = '7422.5' WHERE ds = '2024-03-21 00:00:00'
|
||
2024-11-20 10:31:52,492 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-22 00:00:00', NHITS = '7417.1', Informer = '7386.94', LSTM = '7359.75', iTransformer = '7407.99', TSMixer = '7419.15', TSMixerx = '7377.38', PatchTST = '7398.66', RNN = '7419.29', GRU = '7445.15', TCN = '7473.64', BiTCN = '7348.41', DilatedRNN = '7429.75', MLP = '7410.0', DLinear = '7426.43', NLinear = '7427.33', TFT = '7392.96', StemGNN = '7286.4', MLPMultivariate = '7414.18', TiDE = '7431.13', DeepNPTS = '7377.32', y = '7402.5' WHERE ds = '2024-03-22 00:00:00'
|
||
2024-11-20 10:31:52,492 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-22 00:00:00', NHITS = '7417.1', Informer = '7386.94', LSTM = '7359.75', iTransformer = '7407.99', TSMixer = '7419.15', TSMixerx = '7377.38', PatchTST = '7398.66', RNN = '7419.29', GRU = '7445.15', TCN = '7473.64', BiTCN = '7348.41', DilatedRNN = '7429.75', MLP = '7410.0', DLinear = '7426.43', NLinear = '7427.33', TFT = '7392.96', StemGNN = '7286.4', MLPMultivariate = '7414.18', TiDE = '7431.13', DeepNPTS = '7377.32', y = '7402.5' WHERE ds = '2024-03-22 00:00:00'
|
||
2024-11-20 10:31:52,494 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-25 00:00:00', NHITS = '7404.65', Informer = '7354.68', LSTM = '7337.62', iTransformer = '7438.0', TSMixer = '7391.76', TSMixerx = '7372.08', PatchTST = '7396.19', RNN = '7403.69', GRU = '7432.8', TCN = '7463.86', BiTCN = '7342.24', DilatedRNN = '7408.89', MLP = '7382.35', DLinear = '7426.01', NLinear = '7402.0', TFT = '7391.26', StemGNN = '7288.26', MLPMultivariate = '7395.28', TiDE = '7401.38', DeepNPTS = '7352.68', y = '7372.5' WHERE ds = '2024-03-25 00:00:00'
|
||
2024-11-20 10:31:52,494 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-25 00:00:00', NHITS = '7404.65', Informer = '7354.68', LSTM = '7337.62', iTransformer = '7438.0', TSMixer = '7391.76', TSMixerx = '7372.08', PatchTST = '7396.19', RNN = '7403.69', GRU = '7432.8', TCN = '7463.86', BiTCN = '7342.24', DilatedRNN = '7408.89', MLP = '7382.35', DLinear = '7426.01', NLinear = '7402.0', TFT = '7391.26', StemGNN = '7288.26', MLPMultivariate = '7395.28', TiDE = '7401.38', DeepNPTS = '7352.68', y = '7372.5' WHERE ds = '2024-03-25 00:00:00'
|
||
2024-11-20 10:31:52,496 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-26 00:00:00', NHITS = '7367.22', Informer = '7322.27', LSTM = '7297.47', iTransformer = '7379.26', TSMixer = '7362.82', TSMixerx = '7379.8', PatchTST = '7348.91', RNN = '7365.84', GRU = '7399.45', TCN = '7449.14', BiTCN = '7347.17', DilatedRNN = '7376.77', MLP = '7355.65', DLinear = '7392.1', NLinear = '7355.2', TFT = '7356.75', StemGNN = '7289.35', MLPMultivariate = '7365.31', TiDE = '7355.82', DeepNPTS = '7332.97', y = '7365.0' WHERE ds = '2024-03-26 00:00:00'
|
||
2024-11-20 10:31:52,496 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-26 00:00:00', NHITS = '7367.22', Informer = '7322.27', LSTM = '7297.47', iTransformer = '7379.26', TSMixer = '7362.82', TSMixerx = '7379.8', PatchTST = '7348.91', RNN = '7365.84', GRU = '7399.45', TCN = '7449.14', BiTCN = '7347.17', DilatedRNN = '7376.77', MLP = '7355.65', DLinear = '7392.1', NLinear = '7355.2', TFT = '7356.75', StemGNN = '7289.35', MLPMultivariate = '7365.31', TiDE = '7355.82', DeepNPTS = '7332.97', y = '7365.0' WHERE ds = '2024-03-26 00:00:00'
|
||
2024-11-20 10:31:52,498 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-27 00:00:00', NHITS = '7348.99', Informer = '7314.72', LSTM = '7292.01', iTransformer = '7324.37', TSMixer = '7348.72', TSMixerx = '7361.01', PatchTST = '7349.25', RNN = '7354.78', GRU = '7399.57', TCN = '7441.3', BiTCN = '7353.53', DilatedRNN = '7370.99', MLP = '7335.98', DLinear = '7369.87', NLinear = '7345.71', TFT = '7338.27', StemGNN = '7290.38', MLPMultivariate = '7340.31', TiDE = '7351.88', DeepNPTS = '7327.51', y = '7345.0' WHERE ds = '2024-03-27 00:00:00'
|
||
2024-11-20 10:31:52,498 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-27 00:00:00', NHITS = '7348.99', Informer = '7314.72', LSTM = '7292.01', iTransformer = '7324.37', TSMixer = '7348.72', TSMixerx = '7361.01', PatchTST = '7349.25', RNN = '7354.78', GRU = '7399.57', TCN = '7441.3', BiTCN = '7353.53', DilatedRNN = '7370.99', MLP = '7335.98', DLinear = '7369.87', NLinear = '7345.71', TFT = '7338.27', StemGNN = '7290.38', MLPMultivariate = '7340.31', TiDE = '7351.88', DeepNPTS = '7327.51', y = '7345.0' WHERE ds = '2024-03-27 00:00:00'
|
||
2024-11-20 10:31:52,500 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-28 00:00:00', NHITS = '7315.95', Informer = '7301.15', LSTM = '7273.48', iTransformer = '7295.8', TSMixer = '7330.9', TSMixerx = '7328.15', PatchTST = '7333.3', RNN = '7346.44', GRU = '7379.1', TCN = '7428.09', BiTCN = '7353.19', DilatedRNN = '7339.56', MLP = '7312.39', DLinear = '7352.16', NLinear = '7328.61', TFT = '7330.9', StemGNN = '7291.17', MLPMultivariate = '7320.32', TiDE = '7333.7', DeepNPTS = '7319.06', y = '7345.0' WHERE ds = '2024-03-28 00:00:00'
|
||
2024-11-20 10:31:52,500 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-28 00:00:00', NHITS = '7315.95', Informer = '7301.15', LSTM = '7273.48', iTransformer = '7295.8', TSMixer = '7330.9', TSMixerx = '7328.15', PatchTST = '7333.3', RNN = '7346.44', GRU = '7379.1', TCN = '7428.09', BiTCN = '7353.19', DilatedRNN = '7339.56', MLP = '7312.39', DLinear = '7352.16', NLinear = '7328.61', TFT = '7330.9', StemGNN = '7291.17', MLPMultivariate = '7320.32', TiDE = '7333.7', DeepNPTS = '7319.06', y = '7345.0' WHERE ds = '2024-03-28 00:00:00'
|
||
2024-11-20 10:31:52,503 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-29 00:00:00', NHITS = '7330.24', Informer = '7305.84', LSTM = '7275.81', iTransformer = '7295.1', TSMixer = '7325.45', TSMixerx = '7312.22', PatchTST = '7328.93', RNN = '7348.29', GRU = '7385.13', TCN = '7421.9', BiTCN = '7338.67', DilatedRNN = '7331.57', MLP = '7296.93', DLinear = '7335.55', NLinear = '7336.98', TFT = '7327.3', StemGNN = '7292.35', MLPMultivariate = '7309.14', TiDE = '7332.74', DeepNPTS = '7339.16', y = '7345.0' WHERE ds = '2024-03-29 00:00:00'
|
||
2024-11-20 10:31:52,503 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-29 00:00:00', NHITS = '7330.24', Informer = '7305.84', LSTM = '7275.81', iTransformer = '7295.1', TSMixer = '7325.45', TSMixerx = '7312.22', PatchTST = '7328.93', RNN = '7348.29', GRU = '7385.13', TCN = '7421.9', BiTCN = '7338.67', DilatedRNN = '7331.57', MLP = '7296.93', DLinear = '7335.55', NLinear = '7336.98', TFT = '7327.3', StemGNN = '7292.35', MLPMultivariate = '7309.14', TiDE = '7332.74', DeepNPTS = '7339.16', y = '7345.0' WHERE ds = '2024-03-29 00:00:00'
|
||
2024-11-20 10:31:52,505 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-01 00:00:00', NHITS = '7338.24', Informer = '7312.92', LSTM = '7275.35', iTransformer = '7297.79', TSMixer = '7326.11', TSMixerx = '7304.88', PatchTST = '7330.88', RNN = '7350.42', GRU = '7384.03', TCN = '7416.0', BiTCN = '7329.56', DilatedRNN = '7326.53', MLP = '7302.67', DLinear = '7334.68', NLinear = '7344.62', TFT = '7326.0', StemGNN = '7293.29', MLPMultivariate = '7308.76', TiDE = '7335.23', DeepNPTS = '7344.61', y = '7360.0' WHERE ds = '2024-04-01 00:00:00'
|
||
2024-11-20 10:31:52,505 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-01 00:00:00', NHITS = '7338.24', Informer = '7312.92', LSTM = '7275.35', iTransformer = '7297.79', TSMixer = '7326.11', TSMixerx = '7304.88', PatchTST = '7330.88', RNN = '7350.42', GRU = '7384.03', TCN = '7416.0', BiTCN = '7329.56', DilatedRNN = '7326.53', MLP = '7302.67', DLinear = '7334.68', NLinear = '7344.62', TFT = '7326.0', StemGNN = '7293.29', MLPMultivariate = '7308.76', TiDE = '7335.23', DeepNPTS = '7344.61', y = '7360.0' WHERE ds = '2024-04-01 00:00:00'
|
||
2024-11-20 10:31:52,508 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-02 00:00:00', NHITS = '7346.74', Informer = '7332.9', LSTM = '7289.21', iTransformer = '7307.99', TSMixer = '7336.79', TSMixerx = '7317.73', PatchTST = '7346.57', RNN = '7364.25', GRU = '7401.18', TCN = '7422.32', BiTCN = '7325.94', DilatedRNN = '7337.44', MLP = '7312.67', DLinear = '7330.29', NLinear = '7355.13', TFT = '7331.72', StemGNN = '7294.23', MLPMultivariate = '7313.7', TiDE = '7342.82', DeepNPTS = '7353.49', y = '7380.0' WHERE ds = '2024-04-02 00:00:00'
|
||
2024-11-20 10:31:52,508 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-02 00:00:00', NHITS = '7346.74', Informer = '7332.9', LSTM = '7289.21', iTransformer = '7307.99', TSMixer = '7336.79', TSMixerx = '7317.73', PatchTST = '7346.57', RNN = '7364.25', GRU = '7401.18', TCN = '7422.32', BiTCN = '7325.94', DilatedRNN = '7337.44', MLP = '7312.67', DLinear = '7330.29', NLinear = '7355.13', TFT = '7331.72', StemGNN = '7294.23', MLPMultivariate = '7313.7', TiDE = '7342.82', DeepNPTS = '7353.49', y = '7380.0' WHERE ds = '2024-04-02 00:00:00'
|
||
2024-11-20 10:31:52,510 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-03 00:00:00', NHITS = '7362.03', Informer = '7378.23', LSTM = '7308.14', iTransformer = '7335.29', TSMixer = '7353.97', TSMixerx = '7345.56', PatchTST = '7371.53', RNN = '7386.28', GRU = '7419.33', TCN = '7428.12', BiTCN = '7335.65', DilatedRNN = '7363.3', MLP = '7336.41', DLinear = '7329.53', NLinear = '7376.12', TFT = '7363.62', StemGNN = '7295.82', MLPMultivariate = '7333.87', TiDE = '7357.16', DeepNPTS = '7375.72', y = '7397.5' WHERE ds = '2024-04-03 00:00:00'
|
||
2024-11-20 10:31:52,510 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-03 00:00:00', NHITS = '7362.03', Informer = '7378.23', LSTM = '7308.14', iTransformer = '7335.29', TSMixer = '7353.97', TSMixerx = '7345.56', PatchTST = '7371.53', RNN = '7386.28', GRU = '7419.33', TCN = '7428.12', BiTCN = '7335.65', DilatedRNN = '7363.3', MLP = '7336.41', DLinear = '7329.53', NLinear = '7376.12', TFT = '7363.62', StemGNN = '7295.82', MLPMultivariate = '7333.87', TiDE = '7357.16', DeepNPTS = '7375.72', y = '7397.5' WHERE ds = '2024-04-03 00:00:00'
|
||
2024-11-20 10:31:52,512 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-07 00:00:00', NHITS = '7380.46', Informer = '7399.9', LSTM = '7329.28', iTransformer = '7342.79', TSMixer = '7377.67', TSMixerx = '7353.99', PatchTST = '7410.47', RNN = '7402.89', GRU = '7435.25', TCN = '7440.61', BiTCN = '7349.37', DilatedRNN = '7386.35', MLP = '7366.33', DLinear = '7351.98', NLinear = '7390.83', TFT = '7357.89', StemGNN = '7298.55', MLPMultivariate = '7362.64', TiDE = '7388.62', DeepNPTS = '7390.25', y = '7437.5' WHERE ds = '2024-04-07 00:00:00'
|
||
2024-11-20 10:31:52,512 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-07 00:00:00', NHITS = '7380.46', Informer = '7399.9', LSTM = '7329.28', iTransformer = '7342.79', TSMixer = '7377.67', TSMixerx = '7353.99', PatchTST = '7410.47', RNN = '7402.89', GRU = '7435.25', TCN = '7440.61', BiTCN = '7349.37', DilatedRNN = '7386.35', MLP = '7366.33', DLinear = '7351.98', NLinear = '7390.83', TFT = '7357.89', StemGNN = '7298.55', MLPMultivariate = '7362.64', TiDE = '7388.62', DeepNPTS = '7390.25', y = '7437.5' WHERE ds = '2024-04-07 00:00:00'
|
||
2024-11-20 10:31:52,514 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-08 00:00:00', NHITS = '7447.65', Informer = '7446.34', LSTM = '7385.22', iTransformer = '7363.92', TSMixer = '7413.36', TSMixerx = '7379.34', PatchTST = '7464.31', RNN = '7450.51', GRU = '7478.47', TCN = '7458.92', BiTCN = '7355.57', DilatedRNN = '7434.99', MLP = '7413.54', DLinear = '7377.16', NLinear = '7434.57', TFT = '7405.02', StemGNN = '7302.9', MLPMultivariate = '7409.96', TiDE = '7431.65', DeepNPTS = '7422.17', y = '7490.0' WHERE ds = '2024-04-08 00:00:00'
|
||
2024-11-20 10:31:52,514 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-08 00:00:00', NHITS = '7447.65', Informer = '7446.34', LSTM = '7385.22', iTransformer = '7363.92', TSMixer = '7413.36', TSMixerx = '7379.34', PatchTST = '7464.31', RNN = '7450.51', GRU = '7478.47', TCN = '7458.92', BiTCN = '7355.57', DilatedRNN = '7434.99', MLP = '7413.54', DLinear = '7377.16', NLinear = '7434.57', TFT = '7405.02', StemGNN = '7302.9', MLPMultivariate = '7409.96', TiDE = '7431.65', DeepNPTS = '7422.17', y = '7490.0' WHERE ds = '2024-04-08 00:00:00'
|
||
2024-11-20 10:31:52,516 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-09 00:00:00', NHITS = '7508.91', Informer = '7451.4', LSTM = '7454.91', iTransformer = '7495.67', TSMixer = '7458.67', TSMixerx = '7404.45', PatchTST = '7504.04', RNN = '7508.22', GRU = '7535.45', TCN = '7498.07', BiTCN = '7362.18', DilatedRNN = '7500.56', MLP = '7456.07', DLinear = '7436.46', NLinear = '7490.4', TFT = '7479.82', StemGNN = '7307.45', MLPMultivariate = '7470.89', TiDE = '7473.05', DeepNPTS = '7482.98', y = '7507.5' WHERE ds = '2024-04-09 00:00:00'
|
||
2024-11-20 10:31:52,516 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-09 00:00:00', NHITS = '7508.91', Informer = '7451.4', LSTM = '7454.91', iTransformer = '7495.67', TSMixer = '7458.67', TSMixerx = '7404.45', PatchTST = '7504.04', RNN = '7508.22', GRU = '7535.45', TCN = '7498.07', BiTCN = '7362.18', DilatedRNN = '7500.56', MLP = '7456.07', DLinear = '7436.46', NLinear = '7490.4', TFT = '7479.82', StemGNN = '7307.45', MLPMultivariate = '7470.89', TiDE = '7473.05', DeepNPTS = '7482.98', y = '7507.5' WHERE ds = '2024-04-09 00:00:00'
|
||
2024-11-20 10:31:52,519 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-10 00:00:00', NHITS = '7525.01', Informer = '7463.69', LSTM = '7471.0', iTransformer = '7599.2', TSMixer = '7480.64', TSMixerx = '7407.01', PatchTST = '7494.6', RNN = '7518.41', GRU = '7543.95', TCN = '7529.9', BiTCN = '7380.28', DilatedRNN = '7529.39', MLP = '7474.85', DLinear = '7472.81', NLinear = '7508.65', TFT = '7484.08', StemGNN = '7312.89', MLPMultivariate = '7512.26', TiDE = '7487.67', DeepNPTS = '7500.6', y = '7497.5' WHERE ds = '2024-04-10 00:00:00'
|
||
2024-11-20 10:31:52,519 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-10 00:00:00', NHITS = '7525.01', Informer = '7463.69', LSTM = '7471.0', iTransformer = '7599.2', TSMixer = '7480.64', TSMixerx = '7407.01', PatchTST = '7494.6', RNN = '7518.41', GRU = '7543.95', TCN = '7529.9', BiTCN = '7380.28', DilatedRNN = '7529.39', MLP = '7474.85', DLinear = '7472.81', NLinear = '7508.65', TFT = '7484.08', StemGNN = '7312.89', MLPMultivariate = '7512.26', TiDE = '7487.67', DeepNPTS = '7500.6', y = '7497.5' WHERE ds = '2024-04-10 00:00:00'
|
||
2024-11-20 10:31:52,521 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-11 00:00:00', NHITS = '7504.87', Informer = '7435.27', LSTM = '7455.34', iTransformer = '7541.44', TSMixer = '7475.08', TSMixerx = '7402.14', PatchTST = '7456.31', RNN = '7507.48', GRU = '7525.09', TCN = '7529.47', BiTCN = '7398.46', DilatedRNN = '7516.28', MLP = '7430.02', DLinear = '7497.04', NLinear = '7500.72', TFT = '7442.53', StemGNN = '7317.92', MLPMultivariate = '7486.73', TiDE = '7485.56', DeepNPTS = '7459.59', y = '7497.5' WHERE ds = '2024-04-11 00:00:00'
|
||
2024-11-20 10:31:52,521 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-11 00:00:00', NHITS = '7504.87', Informer = '7435.27', LSTM = '7455.34', iTransformer = '7541.44', TSMixer = '7475.08', TSMixerx = '7402.14', PatchTST = '7456.31', RNN = '7507.48', GRU = '7525.09', TCN = '7529.47', BiTCN = '7398.46', DilatedRNN = '7516.28', MLP = '7430.02', DLinear = '7497.04', NLinear = '7500.72', TFT = '7442.53', StemGNN = '7317.92', MLPMultivariate = '7486.73', TiDE = '7485.56', DeepNPTS = '7459.59', y = '7497.5' WHERE ds = '2024-04-11 00:00:00'
|
||
2024-11-20 10:31:52,523 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-12 00:00:00', NHITS = '7479.46', Informer = '7435.88', LSTM = '7455.09', iTransformer = '7449.45', TSMixer = '7465.52', TSMixerx = '7413.95', PatchTST = '7465.76', RNN = '7506.2', GRU = '7527.13', TCN = '7527.37', BiTCN = '7413.39', DilatedRNN = '7518.23', MLP = '7412.17', DLinear = '7521.26', NLinear = '7487.64', TFT = '7408.6', StemGNN = '7322.92', MLPMultivariate = '7468.34', TiDE = '7477.26', DeepNPTS = '7416.74', y = '7506.67' WHERE ds = '2024-04-12 00:00:00'
|
||
2024-11-20 10:31:52,523 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-12 00:00:00', NHITS = '7479.46', Informer = '7435.88', LSTM = '7455.09', iTransformer = '7449.45', TSMixer = '7465.52', TSMixerx = '7413.95', PatchTST = '7465.76', RNN = '7506.2', GRU = '7527.13', TCN = '7527.37', BiTCN = '7413.39', DilatedRNN = '7518.23', MLP = '7412.17', DLinear = '7521.26', NLinear = '7487.64', TFT = '7408.6', StemGNN = '7322.92', MLPMultivariate = '7468.34', TiDE = '7477.26', DeepNPTS = '7416.74', y = '7506.67' WHERE ds = '2024-04-12 00:00:00'
|
||
2024-11-20 10:31:52,526 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-15 00:00:00', NHITS = '7472.32', Informer = '7395.35', LSTM = '7463.68', iTransformer = '7434.46', TSMixer = '7464.76', TSMixerx = '7388.03', PatchTST = '7470.02', RNN = '7506.19', GRU = '7537.05', TCN = '7531.6', BiTCN = '7428.35', DilatedRNN = '7524.9', MLP = '7414.0', DLinear = '7503.56', NLinear = '7498.12', TFT = '7387.92', StemGNN = '7327.57', MLPMultivariate = '7459.92', TiDE = '7479.79', DeepNPTS = '7412.79', y = '7482.5' WHERE ds = '2024-04-15 00:00:00'
|
||
2024-11-20 10:31:52,526 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-15 00:00:00', NHITS = '7472.32', Informer = '7395.35', LSTM = '7463.68', iTransformer = '7434.46', TSMixer = '7464.76', TSMixerx = '7388.03', PatchTST = '7470.02', RNN = '7506.19', GRU = '7537.05', TCN = '7531.6', BiTCN = '7428.35', DilatedRNN = '7524.9', MLP = '7414.0', DLinear = '7503.56', NLinear = '7498.12', TFT = '7387.92', StemGNN = '7327.57', MLPMultivariate = '7459.92', TiDE = '7479.79', DeepNPTS = '7412.79', y = '7482.5' WHERE ds = '2024-04-15 00:00:00'
|
||
2024-11-20 10:31:52,527 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-16 00:00:00', NHITS = '7445.28', Informer = '7384.64', LSTM = '7424.47', iTransformer = '7387.4', TSMixer = '7448.83', TSMixerx = '7379.28', PatchTST = '7438.86', RNN = '7474.01', GRU = '7498.57', TCN = '7514.49', BiTCN = '7421.47', DilatedRNN = '7486.23', MLP = '7387.0', DLinear = '7473.29', NLinear = '7463.03', TFT = '7381.95', StemGNN = '7330.04', MLPMultivariate = '7305.22', TiDE = '7465.68', DeepNPTS = '7344.09', y = '7495.0' WHERE ds = '2024-04-16 00:00:00'
|
||
2024-11-20 10:31:52,527 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-16 00:00:00', NHITS = '7445.28', Informer = '7384.64', LSTM = '7424.47', iTransformer = '7387.4', TSMixer = '7448.83', TSMixerx = '7379.28', PatchTST = '7438.86', RNN = '7474.01', GRU = '7498.57', TCN = '7514.49', BiTCN = '7421.47', DilatedRNN = '7486.23', MLP = '7387.0', DLinear = '7473.29', NLinear = '7463.03', TFT = '7381.95', StemGNN = '7330.04', MLPMultivariate = '7305.22', TiDE = '7465.68', DeepNPTS = '7344.09', y = '7495.0' WHERE ds = '2024-04-16 00:00:00'
|
||
2024-11-20 10:31:52,530 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-17 00:00:00', NHITS = '7446.2', Informer = '7378.36', LSTM = '7448.03', iTransformer = '7381.32', TSMixer = '7454.08', TSMixerx = '7369.86', PatchTST = '7440.14', RNN = '7500.86', GRU = '7526.87', TCN = '7516.48', BiTCN = '7420.73', DilatedRNN = '7502.13', MLP = '7377.72', DLinear = '7467.53', NLinear = '7480.13', TFT = '7386.93', StemGNN = '7332.3', MLPMultivariate = '7268.14', TiDE = '7470.71', DeepNPTS = '7356.98', y = '7497.5' WHERE ds = '2024-04-17 00:00:00'
|
||
2024-11-20 10:31:52,530 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-17 00:00:00', NHITS = '7446.2', Informer = '7378.36', LSTM = '7448.03', iTransformer = '7381.32', TSMixer = '7454.08', TSMixerx = '7369.86', PatchTST = '7440.14', RNN = '7500.86', GRU = '7526.87', TCN = '7516.48', BiTCN = '7420.73', DilatedRNN = '7502.13', MLP = '7377.72', DLinear = '7467.53', NLinear = '7480.13', TFT = '7386.93', StemGNN = '7332.3', MLPMultivariate = '7268.14', TiDE = '7470.71', DeepNPTS = '7356.98', y = '7497.5' WHERE ds = '2024-04-17 00:00:00'
|
||
2024-11-20 10:31:52,532 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-18 00:00:00', NHITS = '7457.83', Informer = '7363.61', LSTM = '7444.84', iTransformer = '7383.72', TSMixer = '7460.04', TSMixerx = '7373.79', PatchTST = '7419.24', RNN = '7500.61', GRU = '7521.25', TCN = '7508.95', BiTCN = '7418.34', DilatedRNN = '7495.19', MLP = '7396.12', DLinear = '7451.62', NLinear = '7494.75', TFT = '7389.4', StemGNN = '7335.15', MLPMultivariate = '7228.79', TiDE = '7474.29', DeepNPTS = '7391.17', y = '7497.5' WHERE ds = '2024-04-18 00:00:00'
|
||
2024-11-20 10:31:52,532 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-18 00:00:00', NHITS = '7457.83', Informer = '7363.61', LSTM = '7444.84', iTransformer = '7383.72', TSMixer = '7460.04', TSMixerx = '7373.79', PatchTST = '7419.24', RNN = '7500.61', GRU = '7521.25', TCN = '7508.95', BiTCN = '7418.34', DilatedRNN = '7495.19', MLP = '7396.12', DLinear = '7451.62', NLinear = '7494.75', TFT = '7389.4', StemGNN = '7335.15', MLPMultivariate = '7228.79', TiDE = '7474.29', DeepNPTS = '7391.17', y = '7497.5' WHERE ds = '2024-04-18 00:00:00'
|
||
2024-11-20 10:31:52,535 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-19 00:00:00', NHITS = '7469.48', Informer = '7391.86', LSTM = '7446.51', iTransformer = '7398.17', TSMixer = '7463.59', TSMixerx = '7377.7', PatchTST = '7399.12', RNN = '7494.52', GRU = '7524.0', TCN = '7505.1', BiTCN = '7416.04', DilatedRNN = '7489.72', MLP = '7404.43', DLinear = '7461.7', NLinear = '7489.8', TFT = '7391.95', StemGNN = '7339.46', MLPMultivariate = '7183.49', TiDE = '7469.89', DeepNPTS = '7418.57', y = '7527.5' WHERE ds = '2024-04-19 00:00:00'
|
||
2024-11-20 10:31:52,535 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-19 00:00:00', NHITS = '7469.48', Informer = '7391.86', LSTM = '7446.51', iTransformer = '7398.17', TSMixer = '7463.59', TSMixerx = '7377.7', PatchTST = '7399.12', RNN = '7494.52', GRU = '7524.0', TCN = '7505.1', BiTCN = '7416.04', DilatedRNN = '7489.72', MLP = '7404.43', DLinear = '7461.7', NLinear = '7489.8', TFT = '7391.95', StemGNN = '7339.46', MLPMultivariate = '7183.49', TiDE = '7469.89', DeepNPTS = '7418.57', y = '7527.5' WHERE ds = '2024-04-19 00:00:00'
|
||
2024-11-20 10:31:52,537 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-22 00:00:00', NHITS = '7496.98', Informer = '7406.58', LSTM = '7488.83', iTransformer = '7424.42', TSMixer = '7488.17', TSMixerx = '7396.38', PatchTST = '7437.13', RNN = '7540.59', GRU = '7567.34', TCN = '7522.83', BiTCN = '7419.43', DilatedRNN = '7523.84', MLP = '7447.05', DLinear = '7465.61', NLinear = '7533.4', TFT = '7406.44', StemGNN = '7344.58', MLPMultivariate = '7230.71', TiDE = '7495.75', DeepNPTS = '7421.88', y = '7527.5' WHERE ds = '2024-04-22 00:00:00'
|
||
2024-11-20 10:31:52,537 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-22 00:00:00', NHITS = '7496.98', Informer = '7406.58', LSTM = '7488.83', iTransformer = '7424.42', TSMixer = '7488.17', TSMixerx = '7396.38', PatchTST = '7437.13', RNN = '7540.59', GRU = '7567.34', TCN = '7522.83', BiTCN = '7419.43', DilatedRNN = '7523.84', MLP = '7447.05', DLinear = '7465.61', NLinear = '7533.4', TFT = '7406.44', StemGNN = '7344.58', MLPMultivariate = '7230.71', TiDE = '7495.75', DeepNPTS = '7421.88', y = '7527.5' WHERE ds = '2024-04-22 00:00:00'
|
||
2024-11-20 10:31:52,539 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-23 00:00:00', NHITS = '7500.82', Informer = '7452.72', LSTM = '7481.53', iTransformer = '7395.13', TSMixer = '7502.22', TSMixerx = '7423.83', PatchTST = '7450.05', RNN = '7529.01', GRU = '7554.42', TCN = '7525.62', BiTCN = '7422.18', DilatedRNN = '7519.67', MLP = '7474.19', DLinear = '7493.49', NLinear = '7518.56', TFT = '7409.24', StemGNN = '7349.08', MLPMultivariate = '7271.15', TiDE = '7508.02', DeepNPTS = '7407.19', y = '7510.0' WHERE ds = '2024-04-23 00:00:00'
|
||
2024-11-20 10:31:52,539 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-23 00:00:00', NHITS = '7500.82', Informer = '7452.72', LSTM = '7481.53', iTransformer = '7395.13', TSMixer = '7502.22', TSMixerx = '7423.83', PatchTST = '7450.05', RNN = '7529.01', GRU = '7554.42', TCN = '7525.62', BiTCN = '7422.18', DilatedRNN = '7519.67', MLP = '7474.19', DLinear = '7493.49', NLinear = '7518.56', TFT = '7409.24', StemGNN = '7349.08', MLPMultivariate = '7271.15', TiDE = '7508.02', DeepNPTS = '7407.19', y = '7510.0' WHERE ds = '2024-04-23 00:00:00'
|
||
2024-11-20 10:31:52,542 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-24 00:00:00', NHITS = '7497.27', Informer = '7500.77', LSTM = '7459.8', iTransformer = '7455.1', TSMixer = '7496.63', TSMixerx = '7431.4', PatchTST = '7476.97', RNN = '7509.26', GRU = '7532.07', TCN = '7519.69', BiTCN = '7425.21', DilatedRNN = '7500.56', MLP = '7480.36', DLinear = '7501.79', NLinear = '7492.2', TFT = '7399.97', StemGNN = '7354.25', MLPMultivariate = '7295.49', TiDE = '7501.93', DeepNPTS = '7410.32', y = '7487.5' WHERE ds = '2024-04-24 00:00:00'
|
||
2024-11-20 10:31:52,542 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-24 00:00:00', NHITS = '7497.27', Informer = '7500.77', LSTM = '7459.8', iTransformer = '7455.1', TSMixer = '7496.63', TSMixerx = '7431.4', PatchTST = '7476.97', RNN = '7509.26', GRU = '7532.07', TCN = '7519.69', BiTCN = '7425.21', DilatedRNN = '7500.56', MLP = '7480.36', DLinear = '7501.79', NLinear = '7492.2', TFT = '7399.97', StemGNN = '7354.25', MLPMultivariate = '7295.49', TiDE = '7501.93', DeepNPTS = '7410.32', y = '7487.5' WHERE ds = '2024-04-24 00:00:00'
|
||
2024-11-20 10:31:52,544 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-25 00:00:00', NHITS = '7494.2', Informer = '7521.97', LSTM = '7429.77', iTransformer = '7471.33', TSMixer = '7478.92', TSMixerx = '7441.51', PatchTST = '7488.24', RNN = '7489.95', GRU = '7505.15', TCN = '7494.85', BiTCN = '7433.35', DilatedRNN = '7474.95', MLP = '7478.76', DLinear = '7484.28', NLinear = '7477.99', TFT = '7392.8', StemGNN = '7358.79', MLPMultivariate = '7279.72', TiDE = '7481.18', DeepNPTS = '7420.67', y = '7487.5' WHERE ds = '2024-04-25 00:00:00'
|
||
2024-11-20 10:31:52,544 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-25 00:00:00', NHITS = '7494.2', Informer = '7521.97', LSTM = '7429.77', iTransformer = '7471.33', TSMixer = '7478.92', TSMixerx = '7441.51', PatchTST = '7488.24', RNN = '7489.95', GRU = '7505.15', TCN = '7494.85', BiTCN = '7433.35', DilatedRNN = '7474.95', MLP = '7478.76', DLinear = '7484.28', NLinear = '7477.99', TFT = '7392.8', StemGNN = '7358.79', MLPMultivariate = '7279.72', TiDE = '7481.18', DeepNPTS = '7420.67', y = '7487.5' WHERE ds = '2024-04-25 00:00:00'
|
||
2024-11-20 10:31:52,546 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-26 00:00:00', NHITS = '7487.55', Informer = '7493.94', LSTM = '7433.02', iTransformer = '7460.56', TSMixer = '7472.8', TSMixerx = '7448.11', PatchTST = '7513.83', RNN = '7482.12', GRU = '7512.5', TCN = '7489.62', BiTCN = '7445.96', DilatedRNN = '7481.97', MLP = '7489.84', DLinear = '7486.69', NLinear = '7476.71', TFT = '7395.86', StemGNN = '7361.77', MLPMultivariate = '7288.1', TiDE = '7477.9', DeepNPTS = '7450.74', y = '7502.5' WHERE ds = '2024-04-26 00:00:00'
|
||
2024-11-20 10:31:52,546 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-26 00:00:00', NHITS = '7487.55', Informer = '7493.94', LSTM = '7433.02', iTransformer = '7460.56', TSMixer = '7472.8', TSMixerx = '7448.11', PatchTST = '7513.83', RNN = '7482.12', GRU = '7512.5', TCN = '7489.62', BiTCN = '7445.96', DilatedRNN = '7481.97', MLP = '7489.84', DLinear = '7486.69', NLinear = '7476.71', TFT = '7395.86', StemGNN = '7361.77', MLPMultivariate = '7288.1', TiDE = '7477.9', DeepNPTS = '7450.74', y = '7502.5' WHERE ds = '2024-04-26 00:00:00'
|
||
2024-11-20 10:31:52,548 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-28 00:00:00', NHITS = '7492.31', Informer = '7527.77', LSTM = '7453.0', iTransformer = '7454.06', TSMixer = '7481.64', TSMixerx = '7470.31', PatchTST = '7526.84', RNN = '7501.31', GRU = '7531.63', TCN = '7497.66', BiTCN = '7466.42', DilatedRNN = '7499.28', MLP = '7485.05', DLinear = '7472.34', NLinear = '7496.09', TFT = '7403.69', StemGNN = '7365.99', MLPMultivariate = '7287.76', TiDE = '7486.34', DeepNPTS = '7491.89', y = '7527.5' WHERE ds = '2024-04-28 00:00:00'
|
||
2024-11-20 10:31:52,548 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-28 00:00:00', NHITS = '7492.31', Informer = '7527.77', LSTM = '7453.0', iTransformer = '7454.06', TSMixer = '7481.64', TSMixerx = '7470.31', PatchTST = '7526.84', RNN = '7501.31', GRU = '7531.63', TCN = '7497.66', BiTCN = '7466.42', DilatedRNN = '7499.28', MLP = '7485.05', DLinear = '7472.34', NLinear = '7496.09', TFT = '7403.69', StemGNN = '7365.99', MLPMultivariate = '7287.76', TiDE = '7486.34', DeepNPTS = '7491.89', y = '7527.5' WHERE ds = '2024-04-28 00:00:00'
|
||
2024-11-20 10:31:52,550 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-29 00:00:00', NHITS = '7498.57', Informer = '7548.47', LSTM = '7486.26', iTransformer = '7431.35', TSMixer = '7495.67', TSMixerx = '7531.22', PatchTST = '7528.19', RNN = '7533.16', GRU = '7564.23', TCN = '7521.28', BiTCN = '7480.11', DilatedRNN = '7535.52', MLP = '7457.69', DLinear = '7502.54', NLinear = '7512.45', TFT = '7415.22', StemGNN = '7369.91', MLPMultivariate = '7304.96', TiDE = '7503.48', DeepNPTS = '7512.67', y = '7537.5' WHERE ds = '2024-04-29 00:00:00'
|
||
2024-11-20 10:31:52,550 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-29 00:00:00', NHITS = '7498.57', Informer = '7548.47', LSTM = '7486.26', iTransformer = '7431.35', TSMixer = '7495.67', TSMixerx = '7531.22', PatchTST = '7528.19', RNN = '7533.16', GRU = '7564.23', TCN = '7521.28', BiTCN = '7480.11', DilatedRNN = '7535.52', MLP = '7457.69', DLinear = '7502.54', NLinear = '7512.45', TFT = '7415.22', StemGNN = '7369.91', MLPMultivariate = '7304.96', TiDE = '7503.48', DeepNPTS = '7512.67', y = '7537.5' WHERE ds = '2024-04-29 00:00:00'
|
||
2024-11-20 10:31:52,553 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-30 00:00:00', NHITS = '7495.75', Informer = '7592.61', LSTM = '7496.31', iTransformer = '7370.04', TSMixer = '7501.83', TSMixerx = '7521.1', PatchTST = '7525.03', RNN = '7545.76', GRU = '7570.16', TCN = '7542.07', BiTCN = '7482.28', DilatedRNN = '7551.96', MLP = '7438.24', DLinear = '7535.52', NLinear = '7529.03', TFT = '7422.59', StemGNN = '7374.53', MLPMultivariate = '7279.18', TiDE = '7509.82', DeepNPTS = '7520.88', y = '7532.5' WHERE ds = '2024-04-30 00:00:00'
|
||
2024-11-20 10:31:52,553 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-30 00:00:00', NHITS = '7495.75', Informer = '7592.61', LSTM = '7496.31', iTransformer = '7370.04', TSMixer = '7501.83', TSMixerx = '7521.1', PatchTST = '7525.03', RNN = '7545.76', GRU = '7570.16', TCN = '7542.07', BiTCN = '7482.28', DilatedRNN = '7551.96', MLP = '7438.24', DLinear = '7535.52', NLinear = '7529.03', TFT = '7422.59', StemGNN = '7374.53', MLPMultivariate = '7279.18', TiDE = '7509.82', DeepNPTS = '7520.88', y = '7532.5' WHERE ds = '2024-04-30 00:00:00'
|
||
2024-11-20 10:31:52,555 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-06 00:00:00', NHITS = '7486.98', Informer = '7575.81', LSTM = '7488.82', iTransformer = '7356.33', TSMixer = '7496.14', TSMixerx = '7475.81', PatchTST = '7510.93', RNN = '7539.36', GRU = '7560.82', TCN = '7539.02', BiTCN = '7472.66', DilatedRNN = '7538.92', MLP = '7425.33', DLinear = '7523.91', NLinear = '7531.51', TFT = '7425.09', StemGNN = '7380.07', MLPMultivariate = '7292.73', TiDE = '7510.87', DeepNPTS = '7504.35', y = '7502.5' WHERE ds = '2024-05-06 00:00:00'
|
||
2024-11-20 10:31:52,555 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-06 00:00:00', NHITS = '7486.98', Informer = '7575.81', LSTM = '7488.82', iTransformer = '7356.33', TSMixer = '7496.14', TSMixerx = '7475.81', PatchTST = '7510.93', RNN = '7539.36', GRU = '7560.82', TCN = '7539.02', BiTCN = '7472.66', DilatedRNN = '7538.92', MLP = '7425.33', DLinear = '7523.91', NLinear = '7531.51', TFT = '7425.09', StemGNN = '7380.07', MLPMultivariate = '7292.73', TiDE = '7510.87', DeepNPTS = '7504.35', y = '7502.5' WHERE ds = '2024-05-06 00:00:00'
|
||
2024-11-20 10:31:52,558 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-07 00:00:00', NHITS = '7459.47', Informer = '7522.92', LSTM = '7446.9', iTransformer = '7293.06', TSMixer = '7472.45', TSMixerx = '7416.02', PatchTST = '7473.61', RNN = '7500.68', GRU = '7517.77', TCN = '7513.82', BiTCN = '7461.0', DilatedRNN = '7495.62', MLP = '7401.71', DLinear = '7499.71', NLinear = '7493.95', TFT = '7423.25', StemGNN = '7385.97', MLPMultivariate = '7269.02', TiDE = '7482.75', DeepNPTS = '7427.8', y = '7475.0' WHERE ds = '2024-05-07 00:00:00'
|
||
2024-11-20 10:31:52,558 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-07 00:00:00', NHITS = '7459.47', Informer = '7522.92', LSTM = '7446.9', iTransformer = '7293.06', TSMixer = '7472.45', TSMixerx = '7416.02', PatchTST = '7473.61', RNN = '7500.68', GRU = '7517.77', TCN = '7513.82', BiTCN = '7461.0', DilatedRNN = '7495.62', MLP = '7401.71', DLinear = '7499.71', NLinear = '7493.95', TFT = '7423.25', StemGNN = '7385.97', MLPMultivariate = '7269.02', TiDE = '7482.75', DeepNPTS = '7427.8', y = '7475.0' WHERE ds = '2024-05-07 00:00:00'
|
||
2024-11-20 10:31:52,560 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-08 00:00:00', NHITS = '7452.1', Informer = '7498.92', LSTM = '7412.88', iTransformer = '7266.95', TSMixer = '7451.0', TSMixerx = '7393.7', PatchTST = '7456.99', RNN = '7466.12', GRU = '7491.15', TCN = '7492.59', BiTCN = '7451.26', DilatedRNN = '7466.67', MLP = '7400.62', DLinear = '7459.54', NLinear = '7476.41', TFT = '7422.86', StemGNN = '7391.94', MLPMultivariate = '7251.08', TiDE = '7457.2', DeepNPTS = '7413.32', y = '7512.5' WHERE ds = '2024-05-08 00:00:00'
|
||
2024-11-20 10:31:52,560 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-08 00:00:00', NHITS = '7452.1', Informer = '7498.92', LSTM = '7412.88', iTransformer = '7266.95', TSMixer = '7451.0', TSMixerx = '7393.7', PatchTST = '7456.99', RNN = '7466.12', GRU = '7491.15', TCN = '7492.59', BiTCN = '7451.26', DilatedRNN = '7466.67', MLP = '7400.62', DLinear = '7459.54', NLinear = '7476.41', TFT = '7422.86', StemGNN = '7391.94', MLPMultivariate = '7251.08', TiDE = '7457.2', DeepNPTS = '7413.32', y = '7512.5' WHERE ds = '2024-05-08 00:00:00'
|
||
2024-11-20 10:31:52,562 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-09 00:00:00', NHITS = '7507.17', Informer = '7481.83', LSTM = '7470.25', iTransformer = '7276.28', TSMixer = '7474.45', TSMixerx = '7402.05', PatchTST = '7487.83', RNN = '7516.03', GRU = '7551.66', TCN = '7514.2', BiTCN = '7457.1', DilatedRNN = '7515.92', MLP = '7427.3', DLinear = '7461.2', NLinear = '7499.92', TFT = '7434.42', StemGNN = '7398.46', MLPMultivariate = '7258.22', TiDE = '7479.38', DeepNPTS = '7489.75', y = '7505.0' WHERE ds = '2024-05-09 00:00:00'
|
||
2024-11-20 10:31:52,562 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-09 00:00:00', NHITS = '7507.17', Informer = '7481.83', LSTM = '7470.25', iTransformer = '7276.28', TSMixer = '7474.45', TSMixerx = '7402.05', PatchTST = '7487.83', RNN = '7516.03', GRU = '7551.66', TCN = '7514.2', BiTCN = '7457.1', DilatedRNN = '7515.92', MLP = '7427.3', DLinear = '7461.2', NLinear = '7499.92', TFT = '7434.42', StemGNN = '7398.46', MLPMultivariate = '7258.22', TiDE = '7479.38', DeepNPTS = '7489.75', y = '7505.0' WHERE ds = '2024-05-09 00:00:00'
|
||
2024-11-20 10:31:52,563 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-10 00:00:00', NHITS = '7513.2', Informer = '7490.87', LSTM = '7449.28', iTransformer = '7300.66', TSMixer = '7485.6', TSMixerx = '7421.4', PatchTST = '7469.69', RNN = '7498.91', GRU = '7523.2', TCN = '7512.77', BiTCN = '7449.59', DilatedRNN = '7501.96', MLP = '7431.21', DLinear = '7468.93', NLinear = '7501.23', TFT = '7437.45', StemGNN = '7405.6', MLPMultivariate = '7252.87', TiDE = '7475.75', DeepNPTS = '7494.29', y = '7477.5' WHERE ds = '2024-05-10 00:00:00'
|
||
2024-11-20 10:31:52,563 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-10 00:00:00', NHITS = '7513.2', Informer = '7490.87', LSTM = '7449.28', iTransformer = '7300.66', TSMixer = '7485.6', TSMixerx = '7421.4', PatchTST = '7469.69', RNN = '7498.91', GRU = '7523.2', TCN = '7512.77', BiTCN = '7449.59', DilatedRNN = '7501.96', MLP = '7431.21', DLinear = '7468.93', NLinear = '7501.23', TFT = '7437.45', StemGNN = '7405.6', MLPMultivariate = '7252.87', TiDE = '7475.75', DeepNPTS = '7494.29', y = '7477.5' WHERE ds = '2024-05-10 00:00:00'
|
||
2024-11-20 10:31:52,567 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-11 00:00:00', NHITS = '7483.99', Informer = '7472.65', LSTM = '7416.67', iTransformer = '7318.22', TSMixer = '7474.62', TSMixerx = '7444.24', PatchTST = '7451.12', RNN = '7474.21', GRU = '7495.17', TCN = '7500.56', BiTCN = '7435.79', DilatedRNN = '7469.77', MLP = '7434.19', DLinear = '7468.85', NLinear = '7475.62', TFT = '7438.88', StemGNN = '7412.61', MLPMultivariate = '7258.36', TiDE = '7463.97', DeepNPTS = '7463.24', y = '7475.0' WHERE ds = '2024-05-11 00:00:00'
|
||
2024-11-20 10:31:52,567 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-11 00:00:00', NHITS = '7483.99', Informer = '7472.65', LSTM = '7416.67', iTransformer = '7318.22', TSMixer = '7474.62', TSMixerx = '7444.24', PatchTST = '7451.12', RNN = '7474.21', GRU = '7495.17', TCN = '7500.56', BiTCN = '7435.79', DilatedRNN = '7469.77', MLP = '7434.19', DLinear = '7468.85', NLinear = '7475.62', TFT = '7438.88', StemGNN = '7412.61', MLPMultivariate = '7258.36', TiDE = '7463.97', DeepNPTS = '7463.24', y = '7475.0' WHERE ds = '2024-05-11 00:00:00'
|
||
2024-11-20 10:31:52,570 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-13 00:00:00', NHITS = '7492.02', Informer = '7469.96', LSTM = '7417.52', iTransformer = '7332.23', TSMixer = '7473.29', TSMixerx = '7459.2', PatchTST = '7460.44', RNN = '7485.61', GRU = '7499.11', TCN = '7486.36', BiTCN = '7435.56', DilatedRNN = '7462.95', MLP = '7449.81', DLinear = '7487.18', NLinear = '7477.07', TFT = '7448.36', StemGNN = '7419.8', MLPMultivariate = '7278.9', TiDE = '7470.81', DeepNPTS = '7462.39', y = '7485.0' WHERE ds = '2024-05-13 00:00:00'
|
||
2024-11-20 10:31:52,570 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-13 00:00:00', NHITS = '7492.02', Informer = '7469.96', LSTM = '7417.52', iTransformer = '7332.23', TSMixer = '7473.29', TSMixerx = '7459.2', PatchTST = '7460.44', RNN = '7485.61', GRU = '7499.11', TCN = '7486.36', BiTCN = '7435.56', DilatedRNN = '7462.95', MLP = '7449.81', DLinear = '7487.18', NLinear = '7477.07', TFT = '7448.36', StemGNN = '7419.8', MLPMultivariate = '7278.9', TiDE = '7470.81', DeepNPTS = '7462.39', y = '7485.0' WHERE ds = '2024-05-13 00:00:00'
|
||
2024-11-20 10:31:52,572 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-14 00:00:00', NHITS = '7485.84', Informer = '7471.29', LSTM = '7430.62', iTransformer = '7342.64', TSMixer = '7479.87', TSMixerx = '7489.41', PatchTST = '7462.96', RNN = '7479.66', GRU = '7511.71', TCN = '7483.63', BiTCN = '7457.97', DilatedRNN = '7468.02', MLP = '7482.82', DLinear = '7489.58', NLinear = '7495.8', TFT = '7450.75', StemGNN = '7428.02', MLPMultivariate = '7325.6', TiDE = '7475.31', DeepNPTS = '7470.97', y = '7507.5' WHERE ds = '2024-05-14 00:00:00'
|
||
2024-11-20 10:31:52,572 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-14 00:00:00', NHITS = '7485.84', Informer = '7471.29', LSTM = '7430.62', iTransformer = '7342.64', TSMixer = '7479.87', TSMixerx = '7489.41', PatchTST = '7462.96', RNN = '7479.66', GRU = '7511.71', TCN = '7483.63', BiTCN = '7457.97', DilatedRNN = '7468.02', MLP = '7482.82', DLinear = '7489.58', NLinear = '7495.8', TFT = '7450.75', StemGNN = '7428.02', MLPMultivariate = '7325.6', TiDE = '7475.31', DeepNPTS = '7470.97', y = '7507.5' WHERE ds = '2024-05-14 00:00:00'
|
||
2024-11-20 10:31:52,574 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-15 00:00:00', NHITS = '7494.66', Informer = '7527.76', LSTM = '7462.12', iTransformer = '7357.79', TSMixer = '7498.05', TSMixerx = '7496.8', PatchTST = '7487.66', RNN = '7508.05', GRU = '7541.39', TCN = '7503.29', BiTCN = '7486.74', DilatedRNN = '7493.37', MLP = '7518.69', DLinear = '7500.46', NLinear = '7501.49', TFT = '7471.96', StemGNN = '7432.85', MLPMultivariate = '7329.11', TiDE = '7495.48', DeepNPTS = '7474.04', y = '7510.0' WHERE ds = '2024-05-15 00:00:00'
|
||
2024-11-20 10:31:52,574 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-15 00:00:00', NHITS = '7494.66', Informer = '7527.76', LSTM = '7462.12', iTransformer = '7357.79', TSMixer = '7498.05', TSMixerx = '7496.8', PatchTST = '7487.66', RNN = '7508.05', GRU = '7541.39', TCN = '7503.29', BiTCN = '7486.74', DilatedRNN = '7493.37', MLP = '7518.69', DLinear = '7500.46', NLinear = '7501.49', TFT = '7471.96', StemGNN = '7432.85', MLPMultivariate = '7329.11', TiDE = '7495.48', DeepNPTS = '7474.04', y = '7510.0' WHERE ds = '2024-05-15 00:00:00'
|
||
2024-11-20 10:31:52,576 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-16 00:00:00', NHITS = '7486.32', Informer = '7547.16', LSTM = '7461.93', iTransformer = '7375.92', TSMixer = '7505.98', TSMixerx = '7500.59', PatchTST = '7506.94', RNN = '7517.17', GRU = '7536.9', TCN = '7516.66', BiTCN = '7504.73', DilatedRNN = '7500.54', MLP = '7524.96', DLinear = '7515.96', NLinear = '7497.25', TFT = '7475.93', StemGNN = '7436.31', MLPMultivariate = '7369.26', TiDE = '7509.39', DeepNPTS = '7487.81', y = '7525.0' WHERE ds = '2024-05-16 00:00:00'
|
||
2024-11-20 10:31:52,576 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-16 00:00:00', NHITS = '7486.32', Informer = '7547.16', LSTM = '7461.93', iTransformer = '7375.92', TSMixer = '7505.98', TSMixerx = '7500.59', PatchTST = '7506.94', RNN = '7517.17', GRU = '7536.9', TCN = '7516.66', BiTCN = '7504.73', DilatedRNN = '7500.54', MLP = '7524.96', DLinear = '7515.96', NLinear = '7497.25', TFT = '7475.93', StemGNN = '7436.31', MLPMultivariate = '7369.26', TiDE = '7509.39', DeepNPTS = '7487.81', y = '7525.0' WHERE ds = '2024-05-16 00:00:00'
|
||
2024-11-20 10:31:52,578 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-17 00:00:00', NHITS = '7495.27', Informer = '7547.66', LSTM = '7484.75', iTransformer = '7363.66', TSMixer = '7512.85', TSMixerx = '7512.16', PatchTST = '7527.19', RNN = '7534.39', GRU = '7561.08', TCN = '7537.95', BiTCN = '7517.79', DilatedRNN = '7529.81', MLP = '7511.87', DLinear = '7526.4', NLinear = '7519.39', TFT = '7487.89', StemGNN = '7438.31', MLPMultivariate = '7337.0', TiDE = '7520.01', DeepNPTS = '7495.98', y = '7587.5' WHERE ds = '2024-05-17 00:00:00'
|
||
2024-11-20 10:31:52,578 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-17 00:00:00', NHITS = '7495.27', Informer = '7547.66', LSTM = '7484.75', iTransformer = '7363.66', TSMixer = '7512.85', TSMixerx = '7512.16', PatchTST = '7527.19', RNN = '7534.39', GRU = '7561.08', TCN = '7537.95', BiTCN = '7517.79', DilatedRNN = '7529.81', MLP = '7511.87', DLinear = '7526.4', NLinear = '7519.39', TFT = '7487.89', StemGNN = '7438.31', MLPMultivariate = '7337.0', TiDE = '7520.01', DeepNPTS = '7495.98', y = '7587.5' WHERE ds = '2024-05-17 00:00:00'
|
||
2024-11-20 10:31:52,580 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-20 00:00:00', NHITS = '7560.91', Informer = '7627.52', LSTM = '7571.38', iTransformer = '7382.25', TSMixer = '7551.36', TSMixerx = '7540.14', PatchTST = '7599.44', RNN = '7615.53', GRU = '7644.78', TCN = '7640.54', BiTCN = '7541.9', DilatedRNN = '7609.56', MLP = '7537.17', DLinear = '7538.88', NLinear = '7591.33', TFT = '7608.87', StemGNN = '7440.06', MLPMultivariate = '7344.79', TiDE = '7572.66', DeepNPTS = '7580.6', y = '7670.0' WHERE ds = '2024-05-20 00:00:00'
|
||
2024-11-20 10:31:52,580 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-20 00:00:00', NHITS = '7560.91', Informer = '7627.52', LSTM = '7571.38', iTransformer = '7382.25', TSMixer = '7551.36', TSMixerx = '7540.14', PatchTST = '7599.44', RNN = '7615.53', GRU = '7644.78', TCN = '7640.54', BiTCN = '7541.9', DilatedRNN = '7609.56', MLP = '7537.17', DLinear = '7538.88', NLinear = '7591.33', TFT = '7608.87', StemGNN = '7440.06', MLPMultivariate = '7344.79', TiDE = '7572.66', DeepNPTS = '7580.6', y = '7670.0' WHERE ds = '2024-05-20 00:00:00'
|
||
2024-11-20 10:31:52,582 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-21 00:00:00', NHITS = '7658.46', Informer = '7702.18', LSTM = '7684.89', iTransformer = '7412.29', TSMixer = '7615.56', TSMixerx = '7572.75', PatchTST = '7679.05', RNN = '7723.06', GRU = '7740.26', TCN = '7767.59', BiTCN = '7554.82', DilatedRNN = '7719.04', MLP = '7600.38', DLinear = '7599.58', NLinear = '7671.84', TFT = '7656.84', StemGNN = '7442.83', MLPMultivariate = '7387.49', TiDE = '7645.65', DeepNPTS = '7667.59', y = '7677.5' WHERE ds = '2024-05-21 00:00:00'
|
||
2024-11-20 10:31:52,582 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-21 00:00:00', NHITS = '7658.46', Informer = '7702.18', LSTM = '7684.89', iTransformer = '7412.29', TSMixer = '7615.56', TSMixerx = '7572.75', PatchTST = '7679.05', RNN = '7723.06', GRU = '7740.26', TCN = '7767.59', BiTCN = '7554.82', DilatedRNN = '7719.04', MLP = '7600.38', DLinear = '7599.58', NLinear = '7671.84', TFT = '7656.84', StemGNN = '7442.83', MLPMultivariate = '7387.49', TiDE = '7645.65', DeepNPTS = '7667.59', y = '7677.5' WHERE ds = '2024-05-21 00:00:00'
|
||
2024-11-20 10:31:52,586 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-22 00:00:00', NHITS = '7658.66', Informer = '7694.97', LSTM = '7674.66', iTransformer = '7429.14', TSMixer = '7638.08', TSMixerx = '7568.24', PatchTST = '7632.54', RNN = '7712.51', GRU = '7717.9', TCN = '7771.7', BiTCN = '7542.16', DilatedRNN = '7724.91', MLP = '7588.67', DLinear = '7629.96', NLinear = '7679.33', TFT = '7656.76', StemGNN = '7446.85', MLPMultivariate = '7412.06', TiDE = '7659.85', DeepNPTS = '7672.34', y = '7677.5' WHERE ds = '2024-05-22 00:00:00'
|
||
2024-11-20 10:31:52,586 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-22 00:00:00', NHITS = '7658.66', Informer = '7694.97', LSTM = '7674.66', iTransformer = '7429.14', TSMixer = '7638.08', TSMixerx = '7568.24', PatchTST = '7632.54', RNN = '7712.51', GRU = '7717.9', TCN = '7771.7', BiTCN = '7542.16', DilatedRNN = '7724.91', MLP = '7588.67', DLinear = '7629.96', NLinear = '7679.33', TFT = '7656.76', StemGNN = '7446.85', MLPMultivariate = '7412.06', TiDE = '7659.85', DeepNPTS = '7672.34', y = '7677.5' WHERE ds = '2024-05-22 00:00:00'
|
||
2024-11-20 10:31:52,588 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-23 00:00:00', NHITS = '7642.4', Informer = '7676.73', LSTM = '7676.06', iTransformer = '7435.77', TSMixer = '7634.23', TSMixerx = '7552.03', PatchTST = '7612.69', RNN = '7712.66', GRU = '7718.55', TCN = '7767.44', BiTCN = '7536.28', DilatedRNN = '7722.24', MLP = '7566.67', DLinear = '7651.84', NLinear = '7671.41', TFT = '7581.26', StemGNN = '7452.62', MLPMultivariate = '7439.62', TiDE = '7656.34', DeepNPTS = '7653.24', y = '7645.0' WHERE ds = '2024-05-23 00:00:00'
|
||
2024-11-20 10:31:52,588 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-23 00:00:00', NHITS = '7642.4', Informer = '7676.73', LSTM = '7676.06', iTransformer = '7435.77', TSMixer = '7634.23', TSMixerx = '7552.03', PatchTST = '7612.69', RNN = '7712.66', GRU = '7718.55', TCN = '7767.44', BiTCN = '7536.28', DilatedRNN = '7722.24', MLP = '7566.67', DLinear = '7651.84', NLinear = '7671.41', TFT = '7581.26', StemGNN = '7452.62', MLPMultivariate = '7439.62', TiDE = '7656.34', DeepNPTS = '7653.24', y = '7645.0' WHERE ds = '2024-05-23 00:00:00'
|
||
2024-11-20 10:31:52,590 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-24 00:00:00', NHITS = '7609.85', Informer = '7677.56', LSTM = '7617.06', iTransformer = '7413.75', TSMixer = '7605.9', TSMixerx = '7513.65', PatchTST = '7579.41', RNN = '7654.46', GRU = '7660.86', TCN = '7738.27', BiTCN = '7534.54', DilatedRNN = '7674.64', MLP = '7539.22', DLinear = '7650.42', NLinear = '7640.53', TFT = '7529.25', StemGNN = '7459.19', MLPMultivariate = '7459.08', TiDE = '7620.13', DeepNPTS = '7598.74', y = '7630.0' WHERE ds = '2024-05-24 00:00:00'
|
||
2024-11-20 10:31:52,590 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-24 00:00:00', NHITS = '7609.85', Informer = '7677.56', LSTM = '7617.06', iTransformer = '7413.75', TSMixer = '7605.9', TSMixerx = '7513.65', PatchTST = '7579.41', RNN = '7654.46', GRU = '7660.86', TCN = '7738.27', BiTCN = '7534.54', DilatedRNN = '7674.64', MLP = '7539.22', DLinear = '7650.42', NLinear = '7640.53', TFT = '7529.25', StemGNN = '7459.19', MLPMultivariate = '7459.08', TiDE = '7620.13', DeepNPTS = '7598.74', y = '7630.0' WHERE ds = '2024-05-24 00:00:00'
|
||
2024-11-20 10:31:52,592 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-27 00:00:00', NHITS = '7602.61', Informer = '7604.74', LSTM = '7602.11', iTransformer = '7442.68', TSMixer = '7591.02', TSMixerx = '7509.58', PatchTST = '7585.75', RNN = '7619.81', GRU = '7655.25', TCN = '7679.82', BiTCN = '7535.6', DilatedRNN = '7648.6', MLP = '7529.26', DLinear = '7610.52', NLinear = '7622.08', TFT = '7536.4', StemGNN = '7467.0', MLPMultivariate = '7448.39', TiDE = '7606.81', DeepNPTS = '7607.49', y = '7650.0' WHERE ds = '2024-05-27 00:00:00'
|
||
2024-11-20 10:31:52,592 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-27 00:00:00', NHITS = '7602.61', Informer = '7604.74', LSTM = '7602.11', iTransformer = '7442.68', TSMixer = '7591.02', TSMixerx = '7509.58', PatchTST = '7585.75', RNN = '7619.81', GRU = '7655.25', TCN = '7679.82', BiTCN = '7535.6', DilatedRNN = '7648.6', MLP = '7529.26', DLinear = '7610.52', NLinear = '7622.08', TFT = '7536.4', StemGNN = '7467.0', MLPMultivariate = '7448.39', TiDE = '7606.81', DeepNPTS = '7607.49', y = '7650.0' WHERE ds = '2024-05-27 00:00:00'
|
||
2024-11-20 10:31:52,594 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-28 00:00:00', NHITS = '7621.53', Informer = '7579.11', LSTM = '7632.67', iTransformer = '7460.22', TSMixer = '7604.76', TSMixerx = '7536.8', PatchTST = '7604.37', RNN = '7666.65', GRU = '7688.61', TCN = '7713.19', BiTCN = '7536.61', DilatedRNN = '7676.49', MLP = '7535.3', DLinear = '7602.96', NLinear = '7628.69', TFT = '7561.36', StemGNN = '7475.23', MLPMultivariate = '7472.05', TiDE = '7623.2', DeepNPTS = '7637.36', y = '7690.0' WHERE ds = '2024-05-28 00:00:00'
|
||
2024-11-20 10:31:52,594 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-28 00:00:00', NHITS = '7621.53', Informer = '7579.11', LSTM = '7632.67', iTransformer = '7460.22', TSMixer = '7604.76', TSMixerx = '7536.8', PatchTST = '7604.37', RNN = '7666.65', GRU = '7688.61', TCN = '7713.19', BiTCN = '7536.61', DilatedRNN = '7676.49', MLP = '7535.3', DLinear = '7602.96', NLinear = '7628.69', TFT = '7561.36', StemGNN = '7475.23', MLPMultivariate = '7472.05', TiDE = '7623.2', DeepNPTS = '7637.36', y = '7690.0' WHERE ds = '2024-05-28 00:00:00'
|
||
2024-11-20 10:31:52,597 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-29 00:00:00', NHITS = '7660.31', Informer = '7564.95', LSTM = '7690.2', iTransformer = '7542.13', TSMixer = '7642.38', TSMixerx = '7556.52', PatchTST = '7635.98', RNN = '7722.5', GRU = '7740.62', TCN = '7758.82', BiTCN = '7553.88', DilatedRNN = '7726.35', MLP = '7564.89', DLinear = '7633.76', NLinear = '7662.29', TFT = '7584.71', StemGNN = '7483.88', MLPMultivariate = '7537.41', TiDE = '7655.15', DeepNPTS = '7643.97', y = '7690.0' WHERE ds = '2024-05-29 00:00:00'
|
||
2024-11-20 10:31:52,597 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-29 00:00:00', NHITS = '7660.31', Informer = '7564.95', LSTM = '7690.2', iTransformer = '7542.13', TSMixer = '7642.38', TSMixerx = '7556.52', PatchTST = '7635.98', RNN = '7722.5', GRU = '7740.62', TCN = '7758.82', BiTCN = '7553.88', DilatedRNN = '7726.35', MLP = '7564.89', DLinear = '7633.76', NLinear = '7662.29', TFT = '7584.71', StemGNN = '7483.88', MLPMultivariate = '7537.41', TiDE = '7655.15', DeepNPTS = '7643.97', y = '7690.0' WHERE ds = '2024-05-29 00:00:00'
|
||
2024-11-20 10:31:52,599 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-30 00:00:00', NHITS = '7659.5', Informer = '7553.99', LSTM = '7679.95', iTransformer = '7592.99', TSMixer = '7652.8', TSMixerx = '7541.2', PatchTST = '7625.44', RNN = '7716.96', GRU = '7723.41', TCN = '7779.81', BiTCN = '7572.33', DilatedRNN = '7718.33', MLP = '7566.44', DLinear = '7647.5', NLinear = '7675.07', TFT = '7605.57', StemGNN = '7492.21', MLPMultivariate = '7596.18', TiDE = '7666.5', DeepNPTS = '7566.29', y = '7716.67' WHERE ds = '2024-05-30 00:00:00'
|
||
2024-11-20 10:31:52,599 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-30 00:00:00', NHITS = '7659.5', Informer = '7553.99', LSTM = '7679.95', iTransformer = '7592.99', TSMixer = '7652.8', TSMixerx = '7541.2', PatchTST = '7625.44', RNN = '7716.96', GRU = '7723.41', TCN = '7779.81', BiTCN = '7572.33', DilatedRNN = '7718.33', MLP = '7566.44', DLinear = '7647.5', NLinear = '7675.07', TFT = '7605.57', StemGNN = '7492.21', MLPMultivariate = '7596.18', TiDE = '7666.5', DeepNPTS = '7566.29', y = '7716.67' WHERE ds = '2024-05-30 00:00:00'
|
||
2024-11-20 10:31:52,602 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-31 00:00:00', NHITS = '7676.04', Informer = '7592.94', LSTM = '7721.02', iTransformer = '7620.88', TSMixer = '7669.84', TSMixerx = '7558.63', PatchTST = '7640.45', RNN = '7755.05', GRU = '7767.45', TCN = '7825.41', BiTCN = '7589.97', DilatedRNN = '7745.55', MLP = '7604.26', DLinear = '7679.07', NLinear = '7714.9', TFT = '7641.48', StemGNN = '7499.87', MLPMultivariate = '7620.5', TiDE = '7694.39', DeepNPTS = '7561.95', y = '7740.0' WHERE ds = '2024-05-31 00:00:00'
|
||
2024-11-20 10:31:52,602 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-31 00:00:00', NHITS = '7676.04', Informer = '7592.94', LSTM = '7721.02', iTransformer = '7620.88', TSMixer = '7669.84', TSMixerx = '7558.63', PatchTST = '7640.45', RNN = '7755.05', GRU = '7767.45', TCN = '7825.41', BiTCN = '7589.97', DilatedRNN = '7745.55', MLP = '7604.26', DLinear = '7679.07', NLinear = '7714.9', TFT = '7641.48', StemGNN = '7499.87', MLPMultivariate = '7620.5', TiDE = '7694.39', DeepNPTS = '7561.95', y = '7740.0' WHERE ds = '2024-05-31 00:00:00'
|
||
2024-11-20 10:31:52,604 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-03 00:00:00', NHITS = '7690.19', Informer = '7602.5', LSTM = '7744.59', iTransformer = '7643.27', TSMixer = '7692.21', TSMixerx = '7576.14', PatchTST = '7643.83', RNN = '7774.9', GRU = '7783.75', TCN = '7838.53', BiTCN = '7598.89', DilatedRNN = '7768.8', MLP = '7652.97', DLinear = '7688.61', NLinear = '7744.76', TFT = '7658.11', StemGNN = '7507.05', MLPMultivariate = '7660.01', TiDE = '7713.29', DeepNPTS = '7635.55', y = '7720.0' WHERE ds = '2024-06-03 00:00:00'
|
||
2024-11-20 10:31:52,604 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-03 00:00:00', NHITS = '7690.19', Informer = '7602.5', LSTM = '7744.59', iTransformer = '7643.27', TSMixer = '7692.21', TSMixerx = '7576.14', PatchTST = '7643.83', RNN = '7774.9', GRU = '7783.75', TCN = '7838.53', BiTCN = '7598.89', DilatedRNN = '7768.8', MLP = '7652.97', DLinear = '7688.61', NLinear = '7744.76', TFT = '7658.11', StemGNN = '7507.05', MLPMultivariate = '7660.01', TiDE = '7713.29', DeepNPTS = '7635.55', y = '7720.0' WHERE ds = '2024-06-03 00:00:00'
|
||
2024-11-20 10:31:52,606 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-04 00:00:00', NHITS = '7676.58', Informer = '7604.72', LSTM = '7709.75', iTransformer = '7625.74', TSMixer = '7686.42', TSMixerx = '7586.88', PatchTST = '7633.54', RNN = '7732.22', GRU = '7745.49', TCN = '7822.4', BiTCN = '7601.66', DilatedRNN = '7739.83', MLP = '7638.93', DLinear = '7670.32', NLinear = '7704.17', TFT = '7640.85', StemGNN = '7512.9', MLPMultivariate = '7624.79', TiDE = '7702.71', DeepNPTS = '7650.31', y = '7650.0' WHERE ds = '2024-06-04 00:00:00'
|
||
2024-11-20 10:31:52,606 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-04 00:00:00', NHITS = '7676.58', Informer = '7604.72', LSTM = '7709.75', iTransformer = '7625.74', TSMixer = '7686.42', TSMixerx = '7586.88', PatchTST = '7633.54', RNN = '7732.22', GRU = '7745.49', TCN = '7822.4', BiTCN = '7601.66', DilatedRNN = '7739.83', MLP = '7638.93', DLinear = '7670.32', NLinear = '7704.17', TFT = '7640.85', StemGNN = '7512.9', MLPMultivariate = '7624.79', TiDE = '7702.71', DeepNPTS = '7650.31', y = '7650.0' WHERE ds = '2024-06-04 00:00:00'
|
||
2024-11-20 10:31:52,609 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-05 00:00:00', NHITS = '7617.42', Informer = '7585.56', LSTM = '7608.16', iTransformer = '7521.1', TSMixer = '7636.97', TSMixerx = '7592.04', PatchTST = '7619.76', RNN = '7642.54', GRU = '7645.94', TCN = '7710.69', BiTCN = '7592.1', DilatedRNN = '7655.94', MLP = '7600.55', DLinear = '7656.55', NLinear = '7622.66', TFT = '7582.8', StemGNN = '7516.58', MLPMultivariate = '7580.1', TiDE = '7640.7', DeepNPTS = '7558.49', y = '7620.0' WHERE ds = '2024-06-05 00:00:00'
|
||
2024-11-20 10:31:52,609 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-05 00:00:00', NHITS = '7617.42', Informer = '7585.56', LSTM = '7608.16', iTransformer = '7521.1', TSMixer = '7636.97', TSMixerx = '7592.04', PatchTST = '7619.76', RNN = '7642.54', GRU = '7645.94', TCN = '7710.69', BiTCN = '7592.1', DilatedRNN = '7655.94', MLP = '7600.55', DLinear = '7656.55', NLinear = '7622.66', TFT = '7582.8', StemGNN = '7516.58', MLPMultivariate = '7580.1', TiDE = '7640.7', DeepNPTS = '7558.49', y = '7620.0' WHERE ds = '2024-06-05 00:00:00'
|
||
2024-11-20 10:31:52,611 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-06 00:00:00', NHITS = '7627.55', Informer = '7601.65', LSTM = '7581.97', iTransformer = '7498.69', TSMixer = '7602.71', TSMixerx = '7600.4', PatchTST = '7617.53', RNN = '7613.13', GRU = '7635.79', TCN = '7570.58', BiTCN = '7579.57', DilatedRNN = '7631.12', MLP = '7591.91', DLinear = '7629.57', NLinear = '7600.04', TFT = '7577.28', StemGNN = '7519.33', MLPMultivariate = '7549.89', TiDE = '7594.44', DeepNPTS = '7584.87', y = '7600.0' WHERE ds = '2024-06-06 00:00:00'
|
||
2024-11-20 10:31:52,611 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-06 00:00:00', NHITS = '7627.55', Informer = '7601.65', LSTM = '7581.97', iTransformer = '7498.69', TSMixer = '7602.71', TSMixerx = '7600.4', PatchTST = '7617.53', RNN = '7613.13', GRU = '7635.79', TCN = '7570.58', BiTCN = '7579.57', DilatedRNN = '7631.12', MLP = '7591.91', DLinear = '7629.57', NLinear = '7600.04', TFT = '7577.28', StemGNN = '7519.33', MLPMultivariate = '7549.89', TiDE = '7594.44', DeepNPTS = '7584.87', y = '7600.0' WHERE ds = '2024-06-06 00:00:00'
|
||
2024-11-20 10:31:52,613 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-07 00:00:00', NHITS = '7620.12', Informer = '7576.07', LSTM = '7555.8', iTransformer = '7496.98', TSMixer = '7587.86', TSMixerx = '7584.3', PatchTST = '7616.1', RNN = '7584.17', GRU = '7614.55', TCN = '7535.23', BiTCN = '7568.33', DilatedRNN = '7605.75', MLP = '7595.99', DLinear = '7578.05', NLinear = '7587.0', TFT = '7574.39', StemGNN = '7522.1', MLPMultivariate = '7512.69', TiDE = '7578.68', DeepNPTS = '7597.59', y = '7606.67' WHERE ds = '2024-06-07 00:00:00'
|
||
2024-11-20 10:31:52,613 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-07 00:00:00', NHITS = '7620.12', Informer = '7576.07', LSTM = '7555.8', iTransformer = '7496.98', TSMixer = '7587.86', TSMixerx = '7584.3', PatchTST = '7616.1', RNN = '7584.17', GRU = '7614.55', TCN = '7535.23', BiTCN = '7568.33', DilatedRNN = '7605.75', MLP = '7595.99', DLinear = '7578.05', NLinear = '7587.0', TFT = '7574.39', StemGNN = '7522.1', MLPMultivariate = '7512.69', TiDE = '7578.68', DeepNPTS = '7597.59', y = '7606.67' WHERE ds = '2024-06-07 00:00:00'
|
||
2024-11-20 10:31:52,615 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-11 00:00:00', NHITS = '7615.42', Informer = '7561.42', LSTM = '7572.2', iTransformer = '7494.23', TSMixer = '7592.89', TSMixerx = '7608.43', PatchTST = '7623.98', RNN = '7598.93', GRU = '7636.73', TCN = '7560.02', BiTCN = '7573.55', DilatedRNN = '7615.37', MLP = '7596.81', DLinear = '7575.98', NLinear = '7597.5', TFT = '7578.83', StemGNN = '7525.05', MLPMultivariate = '7527.02', TiDE = '7589.47', DeepNPTS = '7608.48', y = '7620.0' WHERE ds = '2024-06-11 00:00:00'
|
||
2024-11-20 10:31:52,615 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-11 00:00:00', NHITS = '7615.42', Informer = '7561.42', LSTM = '7572.2', iTransformer = '7494.23', TSMixer = '7592.89', TSMixerx = '7608.43', PatchTST = '7623.98', RNN = '7598.93', GRU = '7636.73', TCN = '7560.02', BiTCN = '7573.55', DilatedRNN = '7615.37', MLP = '7596.81', DLinear = '7575.98', NLinear = '7597.5', TFT = '7578.83', StemGNN = '7525.05', MLPMultivariate = '7527.02', TiDE = '7589.47', DeepNPTS = '7608.48', y = '7620.0' WHERE ds = '2024-06-11 00:00:00'
|
||
2024-11-20 10:31:52,619 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-12 00:00:00', NHITS = '7611.62', Informer = '7553.93', LSTM = '7591.31', iTransformer = '7496.85', TSMixer = '7606.43', TSMixerx = '7639.72', PatchTST = '7624.18', RNN = '7636.33', GRU = '7654.1', TCN = '7637.44', BiTCN = '7589.62', DilatedRNN = '7633.55', MLP = '7569.36', DLinear = '7605.97', NLinear = '7609.05', TFT = '7591.22', StemGNN = '7527.96', MLPMultivariate = '7539.77', TiDE = '7601.45', DeepNPTS = '7616.41', y = '7673.33' WHERE ds = '2024-06-12 00:00:00'
|
||
2024-11-20 10:31:52,619 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-12 00:00:00', NHITS = '7611.62', Informer = '7553.93', LSTM = '7591.31', iTransformer = '7496.85', TSMixer = '7606.43', TSMixerx = '7639.72', PatchTST = '7624.18', RNN = '7636.33', GRU = '7654.1', TCN = '7637.44', BiTCN = '7589.62', DilatedRNN = '7633.55', MLP = '7569.36', DLinear = '7605.97', NLinear = '7609.05', TFT = '7591.22', StemGNN = '7527.96', MLPMultivariate = '7539.77', TiDE = '7601.45', DeepNPTS = '7616.41', y = '7673.33' WHERE ds = '2024-06-12 00:00:00'
|
||
2024-11-20 10:31:52,621 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-13 00:00:00', NHITS = '7655.61', Informer = '7603.46', LSTM = '7674.73', iTransformer = '7519.39', TSMixer = '7641.07', TSMixerx = '7638.81', PatchTST = '7672.45', RNN = '7713.7', GRU = '7731.49', TCN = '7805.59', BiTCN = '7621.73', DilatedRNN = '7705.76', MLP = '7603.03', DLinear = '7659.96', NLinear = '7673.02', TFT = '7621.81', StemGNN = '7532.56', MLPMultivariate = '7584.4', TiDE = '7645.12', DeepNPTS = '7648.14', y = '7690.0' WHERE ds = '2024-06-13 00:00:00'
|
||
2024-11-20 10:31:52,621 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-13 00:00:00', NHITS = '7655.61', Informer = '7603.46', LSTM = '7674.73', iTransformer = '7519.39', TSMixer = '7641.07', TSMixerx = '7638.81', PatchTST = '7672.45', RNN = '7713.7', GRU = '7731.49', TCN = '7805.59', BiTCN = '7621.73', DilatedRNN = '7705.76', MLP = '7603.03', DLinear = '7659.96', NLinear = '7673.02', TFT = '7621.81', StemGNN = '7532.56', MLPMultivariate = '7584.4', TiDE = '7645.12', DeepNPTS = '7648.14', y = '7690.0' WHERE ds = '2024-06-13 00:00:00'
|
||
2024-11-20 10:31:52,623 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-14 00:00:00', NHITS = '7662.58', Informer = '7670.16', LSTM = '7685.94', iTransformer = '7575.84', TSMixer = '7660.44', TSMixerx = '7647.96', PatchTST = '7682.6', RNN = '7725.29', GRU = '7731.85', TCN = '7828.61', BiTCN = '7646.61', DilatedRNN = '7720.59', MLP = '7639.52', DLinear = '7679.22', NLinear = '7692.25', TFT = '7660.54', StemGNN = '7536.97', MLPMultivariate = '7625.65', TiDE = '7665.64', DeepNPTS = '7660.87', y = '7690.0' WHERE ds = '2024-06-14 00:00:00'
|
||
2024-11-20 10:31:52,623 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-14 00:00:00', NHITS = '7662.58', Informer = '7670.16', LSTM = '7685.94', iTransformer = '7575.84', TSMixer = '7660.44', TSMixerx = '7647.96', PatchTST = '7682.6', RNN = '7725.29', GRU = '7731.85', TCN = '7828.61', BiTCN = '7646.61', DilatedRNN = '7720.59', MLP = '7639.52', DLinear = '7679.22', NLinear = '7692.25', TFT = '7660.54', StemGNN = '7536.97', MLPMultivariate = '7625.65', TiDE = '7665.64', DeepNPTS = '7660.87', y = '7690.0' WHERE ds = '2024-06-14 00:00:00'
|
||
2024-11-20 10:31:52,625 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-17 00:00:00', NHITS = '7671.29', Informer = '7647.84', LSTM = '7684.84', iTransformer = '7597.49', TSMixer = '7665.59', TSMixerx = '7665.5', PatchTST = '7691.83', RNN = '7715.76', GRU = '7728.39', TCN = '7830.33', BiTCN = '7664.51', DilatedRNN = '7720.84', MLP = '7657.3', DLinear = '7667.72', NLinear = '7690.86', TFT = '7643.12', StemGNN = '7541.43', MLPMultivariate = '7646.18', TiDE = '7679.22', DeepNPTS = '7629.43', y = '7656.67' WHERE ds = '2024-06-17 00:00:00'
|
||
2024-11-20 10:31:52,625 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-17 00:00:00', NHITS = '7671.29', Informer = '7647.84', LSTM = '7684.84', iTransformer = '7597.49', TSMixer = '7665.59', TSMixerx = '7665.5', PatchTST = '7691.83', RNN = '7715.76', GRU = '7728.39', TCN = '7830.33', BiTCN = '7664.51', DilatedRNN = '7720.84', MLP = '7657.3', DLinear = '7667.72', NLinear = '7690.86', TFT = '7643.12', StemGNN = '7541.43', MLPMultivariate = '7646.18', TiDE = '7679.22', DeepNPTS = '7629.43', y = '7656.67' WHERE ds = '2024-06-17 00:00:00'
|
||
2024-11-20 10:31:52,628 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-18 00:00:00', NHITS = '7654.17', Informer = '7665.9', LSTM = '7629.33', iTransformer = '7606.86', TSMixer = '7644.06', TSMixerx = '7636.13', PatchTST = '7666.63', RNN = '7667.54', GRU = '7672.72', TCN = '7798.64', BiTCN = '7652.07', DilatedRNN = '7680.42', MLP = '7619.72', DLinear = '7641.58', NLinear = '7656.95', TFT = '7592.23', StemGNN = '7545.62', MLPMultivariate = '7627.04', TiDE = '7657.63', DeepNPTS = '7638.64', y = '7656.67' WHERE ds = '2024-06-18 00:00:00'
|
||
2024-11-20 10:31:52,628 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-18 00:00:00', NHITS = '7654.17', Informer = '7665.9', LSTM = '7629.33', iTransformer = '7606.86', TSMixer = '7644.06', TSMixerx = '7636.13', PatchTST = '7666.63', RNN = '7667.54', GRU = '7672.72', TCN = '7798.64', BiTCN = '7652.07', DilatedRNN = '7680.42', MLP = '7619.72', DLinear = '7641.58', NLinear = '7656.95', TFT = '7592.23', StemGNN = '7545.62', MLPMultivariate = '7627.04', TiDE = '7657.63', DeepNPTS = '7638.64', y = '7656.67' WHERE ds = '2024-06-18 00:00:00'
|
||
2024-11-20 10:31:52,630 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-19 00:00:00', NHITS = '7727.11', Informer = '7640.08', LSTM = '7638.93', iTransformer = '7578.59', TSMixer = '7636.68', TSMixerx = '7591.02', PatchTST = '7659.72', RNN = '7664.19', GRU = '7690.23', TCN = '7756.19', BiTCN = '7637.89', DilatedRNN = '7681.55', MLP = '7618.03', DLinear = '7634.64', NLinear = '7654.33', TFT = '7591.34', StemGNN = '7548.8', MLPMultivariate = '7635.99', TiDE = '7636.73', DeepNPTS = '7637.2', y = '7670.0' WHERE ds = '2024-06-19 00:00:00'
|
||
2024-11-20 10:31:52,630 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-19 00:00:00', NHITS = '7727.11', Informer = '7640.08', LSTM = '7638.93', iTransformer = '7578.59', TSMixer = '7636.68', TSMixerx = '7591.02', PatchTST = '7659.72', RNN = '7664.19', GRU = '7690.23', TCN = '7756.19', BiTCN = '7637.89', DilatedRNN = '7681.55', MLP = '7618.03', DLinear = '7634.64', NLinear = '7654.33', TFT = '7591.34', StemGNN = '7548.8', MLPMultivariate = '7635.99', TiDE = '7636.73', DeepNPTS = '7637.2', y = '7670.0' WHERE ds = '2024-06-19 00:00:00'
|
||
2024-11-20 10:31:52,632 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-20 00:00:00', NHITS = '7756.39', Informer = '7659.25', LSTM = '7656.39', iTransformer = '7564.65', TSMixer = '7645.7', TSMixerx = '7595.62', PatchTST = '7650.33', RNN = '7687.96', GRU = '7706.14', TCN = '7773.77', BiTCN = '7634.08', DilatedRNN = '7701.54', MLP = '7642.69', DLinear = '7644.28', NLinear = '7666.27', TFT = '7593.11', StemGNN = '7552.24', MLPMultivariate = '7671.8', TiDE = '7632.11', DeepNPTS = '7650.3', y = '7680.0' WHERE ds = '2024-06-20 00:00:00'
|
||
2024-11-20 10:31:52,632 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-20 00:00:00', NHITS = '7756.39', Informer = '7659.25', LSTM = '7656.39', iTransformer = '7564.65', TSMixer = '7645.7', TSMixerx = '7595.62', PatchTST = '7650.33', RNN = '7687.96', GRU = '7706.14', TCN = '7773.77', BiTCN = '7634.08', DilatedRNN = '7701.54', MLP = '7642.69', DLinear = '7644.28', NLinear = '7666.27', TFT = '7593.11', StemGNN = '7552.24', MLPMultivariate = '7671.8', TiDE = '7632.11', DeepNPTS = '7650.3', y = '7680.0' WHERE ds = '2024-06-20 00:00:00'
|
||
2024-11-20 10:31:52,634 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-21 00:00:00', NHITS = '7726.67', Informer = '7685.7', LSTM = '7669.65', iTransformer = '7563.31', TSMixer = '7659.75', TSMixerx = '7610.74', PatchTST = '7654.26', RNN = '7698.64', GRU = '7717.54', TCN = '7814.91', BiTCN = '7636.12', DilatedRNN = '7712.27', MLP = '7668.85', DLinear = '7668.87', NLinear = '7677.59', TFT = '7596.45', StemGNN = '7556.53', MLPMultivariate = '7678.47', TiDE = '7647.91', DeepNPTS = '7660.17', y = '7680.0' WHERE ds = '2024-06-21 00:00:00'
|
||
2024-11-20 10:31:52,634 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-21 00:00:00', NHITS = '7726.67', Informer = '7685.7', LSTM = '7669.65', iTransformer = '7563.31', TSMixer = '7659.75', TSMixerx = '7610.74', PatchTST = '7654.26', RNN = '7698.64', GRU = '7717.54', TCN = '7814.91', BiTCN = '7636.12', DilatedRNN = '7712.27', MLP = '7668.85', DLinear = '7668.87', NLinear = '7677.59', TFT = '7596.45', StemGNN = '7556.53', MLPMultivariate = '7678.47', TiDE = '7647.91', DeepNPTS = '7660.17', y = '7680.0' WHERE ds = '2024-06-21 00:00:00'
|
||
2024-11-20 10:31:52,637 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-24 00:00:00', NHITS = '7694.64', Informer = '7672.12', LSTM = '7667.38', iTransformer = '7570.59', TSMixer = '7668.28', TSMixerx = '7625.21', PatchTST = '7646.98', RNN = '7705.2', GRU = '7713.55', TCN = '7819.28', BiTCN = '7629.2', DilatedRNN = '7707.03', MLP = '7645.71', DLinear = '7680.38', NLinear = '7684.28', TFT = '7592.7', StemGNN = '7561.85', MLPMultivariate = '7657.72', TiDE = '7666.29', DeepNPTS = '7648.92', y = '7680.0' WHERE ds = '2024-06-24 00:00:00'
|
||
2024-11-20 10:31:52,637 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-24 00:00:00', NHITS = '7694.64', Informer = '7672.12', LSTM = '7667.38', iTransformer = '7570.59', TSMixer = '7668.28', TSMixerx = '7625.21', PatchTST = '7646.98', RNN = '7705.2', GRU = '7713.55', TCN = '7819.28', BiTCN = '7629.2', DilatedRNN = '7707.03', MLP = '7645.71', DLinear = '7680.38', NLinear = '7684.28', TFT = '7592.7', StemGNN = '7561.85', MLPMultivariate = '7657.72', TiDE = '7666.29', DeepNPTS = '7648.92', y = '7680.0' WHERE ds = '2024-06-24 00:00:00'
|
||
2024-11-20 10:31:52,639 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-25 00:00:00', NHITS = '7656.97', Informer = '7685.36', LSTM = '7667.81', iTransformer = '7584.83', TSMixer = '7669.49', TSMixerx = '7652.55', PatchTST = '7639.3', RNN = '7702.86', GRU = '7714.04', TCN = '7804.54', BiTCN = '7638.43', DilatedRNN = '7698.53', MLP = '7635.15', DLinear = '7695.28', NLinear = '7680.91', TFT = '7592.76', StemGNN = '7567.32', MLPMultivariate = '7651.89', TiDE = '7677.07', DeepNPTS = '7634.02', y = '7693.33' WHERE ds = '2024-06-25 00:00:00'
|
||
2024-11-20 10:31:52,639 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-25 00:00:00', NHITS = '7656.97', Informer = '7685.36', LSTM = '7667.81', iTransformer = '7584.83', TSMixer = '7669.49', TSMixerx = '7652.55', PatchTST = '7639.3', RNN = '7702.86', GRU = '7714.04', TCN = '7804.54', BiTCN = '7638.43', DilatedRNN = '7698.53', MLP = '7635.15', DLinear = '7695.28', NLinear = '7680.91', TFT = '7592.76', StemGNN = '7567.32', MLPMultivariate = '7651.89', TiDE = '7677.07', DeepNPTS = '7634.02', y = '7693.33' WHERE ds = '2024-06-25 00:00:00'
|
||
2024-11-20 10:31:52,641 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-26 00:00:00', NHITS = '7663.05', Informer = '7700.56', LSTM = '7688.21', iTransformer = '7592.06', TSMixer = '7675.82', TSMixerx = '7671.93', PatchTST = '7645.04', RNN = '7717.94', GRU = '7733.98', TCN = '7810.16', BiTCN = '7655.06', DilatedRNN = '7714.51', MLP = '7645.3', DLinear = '7714.43', NLinear = '7695.17', TFT = '7603.42', StemGNN = '7572.47', MLPMultivariate = '7672.88', TiDE = '7691.75', DeepNPTS = '7632.18', y = '7716.67' WHERE ds = '2024-06-26 00:00:00'
|
||
2024-11-20 10:31:52,641 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-26 00:00:00', NHITS = '7663.05', Informer = '7700.56', LSTM = '7688.21', iTransformer = '7592.06', TSMixer = '7675.82', TSMixerx = '7671.93', PatchTST = '7645.04', RNN = '7717.94', GRU = '7733.98', TCN = '7810.16', BiTCN = '7655.06', DilatedRNN = '7714.51', MLP = '7645.3', DLinear = '7714.43', NLinear = '7695.17', TFT = '7603.42', StemGNN = '7572.47', MLPMultivariate = '7672.88', TiDE = '7691.75', DeepNPTS = '7632.18', y = '7716.67' WHERE ds = '2024-06-26 00:00:00'
|
||
2024-11-20 10:31:52,643 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-27 00:00:00', NHITS = '7677.4', Informer = '7733.3', LSTM = '7717.34', iTransformer = '7581.76', TSMixer = '7688.27', TSMixerx = '7684.8', PatchTST = '7672.33', RNN = '7746.99', GRU = '7762.31', TCN = '7828.62', BiTCN = '7679.04', DilatedRNN = '7743.03', MLP = '7653.37', DLinear = '7703.94', NLinear = '7708.81', TFT = '7629.43', StemGNN = '7577.01', MLPMultivariate = '7688.28', TiDE = '7699.69', DeepNPTS = '7625.66', y = '7723.33' WHERE ds = '2024-06-27 00:00:00'
|
||
2024-11-20 10:31:52,643 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-27 00:00:00', NHITS = '7677.4', Informer = '7733.3', LSTM = '7717.34', iTransformer = '7581.76', TSMixer = '7688.27', TSMixerx = '7684.8', PatchTST = '7672.33', RNN = '7746.99', GRU = '7762.31', TCN = '7828.62', BiTCN = '7679.04', DilatedRNN = '7743.03', MLP = '7653.37', DLinear = '7703.94', NLinear = '7708.81', TFT = '7629.43', StemGNN = '7577.01', MLPMultivariate = '7688.28', TiDE = '7699.69', DeepNPTS = '7625.66', y = '7723.33' WHERE ds = '2024-06-27 00:00:00'
|
||
2024-11-20 10:31:52,645 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-28 00:00:00', NHITS = '7677.32', Informer = '7757.11', LSTM = '7720.51', iTransformer = '7600.88', TSMixer = '7694.57', TSMixerx = '7678.53', PatchTST = '7677.87', RNN = '7750.27', GRU = '7761.7', TCN = '7842.71', BiTCN = '7690.04', DilatedRNN = '7751.73', MLP = '7651.4', DLinear = '7685.27', NLinear = '7712.89', TFT = '7630.63', StemGNN = '7581.37', MLPMultivariate = '7685.2', TiDE = '7704.47', DeepNPTS = '7616.63', y = '7730.0' WHERE ds = '2024-06-28 00:00:00'
|
||
2024-11-20 10:31:52,645 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-28 00:00:00', NHITS = '7677.32', Informer = '7757.11', LSTM = '7720.51', iTransformer = '7600.88', TSMixer = '7694.57', TSMixerx = '7678.53', PatchTST = '7677.87', RNN = '7750.27', GRU = '7761.7', TCN = '7842.71', BiTCN = '7690.04', DilatedRNN = '7751.73', MLP = '7651.4', DLinear = '7685.27', NLinear = '7712.89', TFT = '7630.63', StemGNN = '7581.37', MLPMultivariate = '7685.2', TiDE = '7704.47', DeepNPTS = '7616.63', y = '7730.0' WHERE ds = '2024-06-28 00:00:00'
|
||
2024-11-20 10:31:52,647 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-01 00:00:00', NHITS = '7707.93', Informer = '7783.31', LSTM = '7729.01', iTransformer = '7658.78', TSMixer = '7698.83', TSMixerx = '7678.79', PatchTST = '7708.14', RNN = '7757.56', GRU = '7769.41', TCN = '7858.08', BiTCN = '7695.38', DilatedRNN = '7759.5', MLP = '7666.04', DLinear = '7688.93', NLinear = '7720.96', TFT = '7649.1', StemGNN = '7586.13', MLPMultivariate = '7704.59', TiDE = '7715.52', DeepNPTS = '7664.76', y = '7763.33' WHERE ds = '2024-07-01 00:00:00'
|
||
2024-11-20 10:31:52,647 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-01 00:00:00', NHITS = '7707.93', Informer = '7783.31', LSTM = '7729.01', iTransformer = '7658.78', TSMixer = '7698.83', TSMixerx = '7678.79', PatchTST = '7708.14', RNN = '7757.56', GRU = '7769.41', TCN = '7858.08', BiTCN = '7695.38', DilatedRNN = '7759.5', MLP = '7666.04', DLinear = '7688.93', NLinear = '7720.96', TFT = '7649.1', StemGNN = '7586.13', MLPMultivariate = '7704.59', TiDE = '7715.52', DeepNPTS = '7664.76', y = '7763.33' WHERE ds = '2024-07-01 00:00:00'
|
||
2024-11-20 10:31:52,650 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-02 00:00:00', NHITS = '7751.55', Informer = '7828.43', LSTM = '7773.13', iTransformer = '7771.68', TSMixer = '7722.98', TSMixerx = '7680.78', PatchTST = '7739.17', RNN = '7797.09', GRU = '7808.54', TCN = '7880.75', BiTCN = '7688.06', DilatedRNN = '7793.55', MLP = '7695.02', DLinear = '7722.0', NLinear = '7756.72', TFT = '7715.2', StemGNN = '7592.57', MLPMultivariate = '7759.12', TiDE = '7744.77', DeepNPTS = '7741.74', y = '7780.0' WHERE ds = '2024-07-02 00:00:00'
|
||
2024-11-20 10:31:52,650 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-02 00:00:00', NHITS = '7751.55', Informer = '7828.43', LSTM = '7773.13', iTransformer = '7771.68', TSMixer = '7722.98', TSMixerx = '7680.78', PatchTST = '7739.17', RNN = '7797.09', GRU = '7808.54', TCN = '7880.75', BiTCN = '7688.06', DilatedRNN = '7793.55', MLP = '7695.02', DLinear = '7722.0', NLinear = '7756.72', TFT = '7715.2', StemGNN = '7592.57', MLPMultivariate = '7759.12', TiDE = '7744.77', DeepNPTS = '7741.74', y = '7780.0' WHERE ds = '2024-07-02 00:00:00'
|
||
2024-11-20 10:31:52,654 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-03 00:00:00', NHITS = '7762.43', Informer = '7821.1', LSTM = '7785.83', iTransformer = '7768.14', TSMixer = '7737.08', TSMixerx = '7688.67', PatchTST = '7737.38', RNN = '7805.72', GRU = '7814.84', TCN = '7884.52', BiTCN = '7671.07', DilatedRNN = '7805.74', MLP = '7699.38', DLinear = '7736.65', NLinear = '7780.01', TFT = '7781.53', StemGNN = '7600.68', MLPMultivariate = '7781.87', TiDE = '7747.47', DeepNPTS = '7776.13', y = '7800.0' WHERE ds = '2024-07-03 00:00:00'
|
||
2024-11-20 10:31:52,654 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-03 00:00:00', NHITS = '7762.43', Informer = '7821.1', LSTM = '7785.83', iTransformer = '7768.14', TSMixer = '7737.08', TSMixerx = '7688.67', PatchTST = '7737.38', RNN = '7805.72', GRU = '7814.84', TCN = '7884.52', BiTCN = '7671.07', DilatedRNN = '7805.74', MLP = '7699.38', DLinear = '7736.65', NLinear = '7780.01', TFT = '7781.53', StemGNN = '7600.68', MLPMultivariate = '7781.87', TiDE = '7747.47', DeepNPTS = '7776.13', y = '7800.0' WHERE ds = '2024-07-03 00:00:00'
|
||
2024-11-20 10:31:52,656 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-04 00:00:00', NHITS = '7786.08', Informer = '7820.99', LSTM = '7808.32', iTransformer = '7778.61', TSMixer = '7757.09', TSMixerx = '7698.67', PatchTST = '7767.39', RNN = '7826.63', GRU = '7834.39', TCN = '7886.31', BiTCN = '7664.84', DilatedRNN = '7824.24', MLP = '7716.39', DLinear = '7755.69', NLinear = '7793.56', TFT = '7744.54', StemGNN = '7607.4', MLPMultivariate = '7810.21', TiDE = '7767.25', DeepNPTS = '7795.52', y = '7800.0' WHERE ds = '2024-07-04 00:00:00'
|
||
2024-11-20 10:31:52,656 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-04 00:00:00', NHITS = '7786.08', Informer = '7820.99', LSTM = '7808.32', iTransformer = '7778.61', TSMixer = '7757.09', TSMixerx = '7698.67', PatchTST = '7767.39', RNN = '7826.63', GRU = '7834.39', TCN = '7886.31', BiTCN = '7664.84', DilatedRNN = '7824.24', MLP = '7716.39', DLinear = '7755.69', NLinear = '7793.56', TFT = '7744.54', StemGNN = '7607.4', MLPMultivariate = '7810.21', TiDE = '7767.25', DeepNPTS = '7795.52', y = '7800.0' WHERE ds = '2024-07-04 00:00:00'
|
||
2024-11-20 10:31:52,658 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-05 00:00:00', NHITS = '7786.85', Informer = '7820.6', LSTM = '7802.07', iTransformer = '7857.05', TSMixer = '7765.0', TSMixerx = '7704.08', PatchTST = '7775.88', RNN = '7824.34', GRU = '7824.23', TCN = '7867.37', BiTCN = '7675.64', DilatedRNN = '7822.93', MLP = '7717.42', DLinear = '7771.03', NLinear = '7787.48', TFT = '7722.59', StemGNN = '7614.78', MLPMultivariate = '7784.03', TiDE = '7781.0', DeepNPTS = '7773.13', y = '7766.67' WHERE ds = '2024-07-05 00:00:00'
|
||
2024-11-20 10:31:52,658 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-05 00:00:00', NHITS = '7786.85', Informer = '7820.6', LSTM = '7802.07', iTransformer = '7857.05', TSMixer = '7765.0', TSMixerx = '7704.08', PatchTST = '7775.88', RNN = '7824.34', GRU = '7824.23', TCN = '7867.37', BiTCN = '7675.64', DilatedRNN = '7822.93', MLP = '7717.42', DLinear = '7771.03', NLinear = '7787.48', TFT = '7722.59', StemGNN = '7614.78', MLPMultivariate = '7784.03', TiDE = '7781.0', DeepNPTS = '7773.13', y = '7766.67' WHERE ds = '2024-07-05 00:00:00'
|
||
2024-11-20 10:31:52,661 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-08 00:00:00', NHITS = '7750.86', Informer = '7775.85', LSTM = '7756.63', iTransformer = '7790.97', TSMixer = '7745.48', TSMixerx = '7728.45', PatchTST = '7735.1', RNN = '7771.43', GRU = '7782.12', TCN = '7830.41', BiTCN = '7681.79', DilatedRNN = '7783.1', MLP = '7680.52', DLinear = '7766.86', NLinear = '7756.73', TFT = '7673.49', StemGNN = '7623.7', MLPMultivariate = '7743.8', TiDE = '7760.92', DeepNPTS = '7733.4', y = '7746.67' WHERE ds = '2024-07-08 00:00:00'
|
||
2024-11-20 10:31:52,661 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-08 00:00:00', NHITS = '7750.86', Informer = '7775.85', LSTM = '7756.63', iTransformer = '7790.97', TSMixer = '7745.48', TSMixerx = '7728.45', PatchTST = '7735.1', RNN = '7771.43', GRU = '7782.12', TCN = '7830.41', BiTCN = '7681.79', DilatedRNN = '7783.1', MLP = '7680.52', DLinear = '7766.86', NLinear = '7756.73', TFT = '7673.49', StemGNN = '7623.7', MLPMultivariate = '7743.8', TiDE = '7760.92', DeepNPTS = '7733.4', y = '7746.67' WHERE ds = '2024-07-08 00:00:00'
|
||
2024-11-20 10:31:52,663 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-09 00:00:00', NHITS = '7722.96', Informer = '7771.44', LSTM = '7738.08', iTransformer = '7700.89', TSMixer = '7723.15', TSMixerx = '7740.89', PatchTST = '7719.52', RNN = '7758.3', GRU = '7770.58', TCN = '7808.82', BiTCN = '7683.28', DilatedRNN = '7764.36', MLP = '7650.72', DLinear = '7738.94', NLinear = '7735.36', TFT = '7674.87', StemGNN = '7632.98', MLPMultivariate = '7718.29', TiDE = '7736.34', DeepNPTS = '7708.61', y = '7720.0' WHERE ds = '2024-07-09 00:00:00'
|
||
2024-11-20 10:31:52,663 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-09 00:00:00', NHITS = '7722.96', Informer = '7771.44', LSTM = '7738.08', iTransformer = '7700.89', TSMixer = '7723.15', TSMixerx = '7740.89', PatchTST = '7719.52', RNN = '7758.3', GRU = '7770.58', TCN = '7808.82', BiTCN = '7683.28', DilatedRNN = '7764.36', MLP = '7650.72', DLinear = '7738.94', NLinear = '7735.36', TFT = '7674.87', StemGNN = '7632.98', MLPMultivariate = '7718.29', TiDE = '7736.34', DeepNPTS = '7708.61', y = '7720.0' WHERE ds = '2024-07-09 00:00:00'
|
||
2024-11-20 10:31:52,665 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-10 00:00:00', NHITS = '7678.34', Informer = '7688.29', LSTM = '7704.44', iTransformer = '7589.11', TSMixer = '7701.77', TSMixerx = '7712.37', PatchTST = '7697.39', RNN = '7727.91', GRU = '7738.12', TCN = '7775.17', BiTCN = '7671.93', DilatedRNN = '7736.38', MLP = '7618.9', DLinear = '7709.76', NLinear = '7703.35', TFT = '7668.79', StemGNN = '7641.77', MLPMultivariate = '7677.77', TiDE = '7704.73', DeepNPTS = '7692.53', y = '7693.33' WHERE ds = '2024-07-10 00:00:00'
|
||
2024-11-20 10:31:52,665 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-10 00:00:00', NHITS = '7678.34', Informer = '7688.29', LSTM = '7704.44', iTransformer = '7589.11', TSMixer = '7701.77', TSMixerx = '7712.37', PatchTST = '7697.39', RNN = '7727.91', GRU = '7738.12', TCN = '7775.17', BiTCN = '7671.93', DilatedRNN = '7736.38', MLP = '7618.9', DLinear = '7709.76', NLinear = '7703.35', TFT = '7668.79', StemGNN = '7641.77', MLPMultivariate = '7677.77', TiDE = '7704.73', DeepNPTS = '7692.53', y = '7693.33' WHERE ds = '2024-07-10 00:00:00'
|
||
2024-11-20 10:31:52,668 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-11 00:00:00', NHITS = '7648.69', Informer = '7674.48', LSTM = '7673.89', iTransformer = '7581.47', TSMixer = '7676.21', TSMixerx = '7708.96', PatchTST = '7680.71', RNN = '7693.04', GRU = '7711.88', TCN = '7753.58', BiTCN = '7666.8', DilatedRNN = '7706.51', MLP = '7619.0', DLinear = '7682.29', NLinear = '7677.71', TFT = '7681.14', StemGNN = '7649.18', MLPMultivariate = '7661.22', TiDE = '7672.21', DeepNPTS = '7680.78', y = '7686.67' WHERE ds = '2024-07-11 00:00:00'
|
||
2024-11-20 10:31:52,668 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-11 00:00:00', NHITS = '7648.69', Informer = '7674.48', LSTM = '7673.89', iTransformer = '7581.47', TSMixer = '7676.21', TSMixerx = '7708.96', PatchTST = '7680.71', RNN = '7693.04', GRU = '7711.88', TCN = '7753.58', BiTCN = '7666.8', DilatedRNN = '7706.51', MLP = '7619.0', DLinear = '7682.29', NLinear = '7677.71', TFT = '7681.14', StemGNN = '7649.18', MLPMultivariate = '7661.22', TiDE = '7672.21', DeepNPTS = '7680.78', y = '7686.67' WHERE ds = '2024-07-11 00:00:00'
|
||
2024-11-20 10:31:52,670 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-12 00:00:00', NHITS = '7669.61', Informer = '7650.62', LSTM = '7671.48', iTransformer = '7621.69', TSMixer = '7665.51', TSMixerx = '7658.81', PatchTST = '7675.2', RNN = '7701.66', GRU = '7714.63', TCN = '7765.84', BiTCN = '7667.84', DilatedRNN = '7701.91', MLP = '7626.23', DLinear = '7678.42', NLinear = '7672.11', TFT = '7680.77', StemGNN = '7656.73', MLPMultivariate = '7648.62', TiDE = '7658.77', DeepNPTS = '7681.25', y = '7680.0' WHERE ds = '2024-07-12 00:00:00'
|
||
2024-11-20 10:31:52,670 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-12 00:00:00', NHITS = '7669.61', Informer = '7650.62', LSTM = '7671.48', iTransformer = '7621.69', TSMixer = '7665.51', TSMixerx = '7658.81', PatchTST = '7675.2', RNN = '7701.66', GRU = '7714.63', TCN = '7765.84', BiTCN = '7667.84', DilatedRNN = '7701.91', MLP = '7626.23', DLinear = '7678.42', NLinear = '7672.11', TFT = '7680.77', StemGNN = '7656.73', MLPMultivariate = '7648.62', TiDE = '7658.77', DeepNPTS = '7681.25', y = '7680.0' WHERE ds = '2024-07-12 00:00:00'
|
||
2024-11-20 10:31:52,672 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-15 00:00:00', NHITS = '7674.74', Informer = '7636.96', LSTM = '7662.9', iTransformer = '7660.4', TSMixer = '7664.41', TSMixerx = '7649.86', PatchTST = '7662.4', RNN = '7692.31', GRU = '7707.55', TCN = '7758.14', BiTCN = '7666.8', DilatedRNN = '7694.71', MLP = '7642.93', DLinear = '7675.73', NLinear = '7670.65', TFT = '7683.32', StemGNN = '7663.66', MLPMultivariate = '7658.05', TiDE = '7658.65', DeepNPTS = '7685.69', y = '7680.0' WHERE ds = '2024-07-15 00:00:00'
|
||
2024-11-20 10:31:52,672 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-15 00:00:00', NHITS = '7674.74', Informer = '7636.96', LSTM = '7662.9', iTransformer = '7660.4', TSMixer = '7664.41', TSMixerx = '7649.86', PatchTST = '7662.4', RNN = '7692.31', GRU = '7707.55', TCN = '7758.14', BiTCN = '7666.8', DilatedRNN = '7694.71', MLP = '7642.93', DLinear = '7675.73', NLinear = '7670.65', TFT = '7683.32', StemGNN = '7663.66', MLPMultivariate = '7658.05', TiDE = '7658.65', DeepNPTS = '7685.69', y = '7680.0' WHERE ds = '2024-07-15 00:00:00'
|
||
2024-11-20 10:31:52,675 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-16 00:00:00', NHITS = '7651.22', Informer = '7665.87', LSTM = '7666.36', iTransformer = '7679.77', TSMixer = '7669.12', TSMixerx = '7662.39', PatchTST = '7662.32', RNN = '7694.89', GRU = '7712.67', TCN = '7768.03', BiTCN = '7660.25', DilatedRNN = '7693.56', MLP = '7646.65', DLinear = '7667.06', NLinear = '7679.83', TFT = '7685.51', StemGNN = '7667.3', MLPMultivariate = '7657.69', TiDE = '7669.74', DeepNPTS = '7726.9', y = '7666.67' WHERE ds = '2024-07-16 00:00:00'
|
||
2024-11-20 10:31:52,675 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-16 00:00:00', NHITS = '7651.22', Informer = '7665.87', LSTM = '7666.36', iTransformer = '7679.77', TSMixer = '7669.12', TSMixerx = '7662.39', PatchTST = '7662.32', RNN = '7694.89', GRU = '7712.67', TCN = '7768.03', BiTCN = '7660.25', DilatedRNN = '7693.56', MLP = '7646.65', DLinear = '7667.06', NLinear = '7679.83', TFT = '7685.51', StemGNN = '7667.3', MLPMultivariate = '7657.69', TiDE = '7669.74', DeepNPTS = '7726.9', y = '7666.67' WHERE ds = '2024-07-16 00:00:00'
|
||
2024-11-20 10:31:52,677 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-17 00:00:00', NHITS = '7637.9', Informer = '7660.13', LSTM = '7645.18', iTransformer = '7660.46', TSMixer = '7665.03', TSMixerx = '7655.32', PatchTST = '7661.53', RNN = '7680.92', GRU = '7691.54', TCN = '7757.11', BiTCN = '7655.57', DilatedRNN = '7673.35', MLP = '7649.5', DLinear = '7651.11', NLinear = '7662.8', TFT = '7670.56', StemGNN = '7667.2', MLPMultivariate = '7655.92', TiDE = '7665.27', DeepNPTS = '7701.17', y = '7660.0' WHERE ds = '2024-07-17 00:00:00'
|
||
2024-11-20 10:31:52,677 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-17 00:00:00', NHITS = '7637.9', Informer = '7660.13', LSTM = '7645.18', iTransformer = '7660.46', TSMixer = '7665.03', TSMixerx = '7655.32', PatchTST = '7661.53', RNN = '7680.92', GRU = '7691.54', TCN = '7757.11', BiTCN = '7655.57', DilatedRNN = '7673.35', MLP = '7649.5', DLinear = '7651.11', NLinear = '7662.8', TFT = '7670.56', StemGNN = '7667.2', MLPMultivariate = '7655.92', TiDE = '7665.27', DeepNPTS = '7701.17', y = '7660.0' WHERE ds = '2024-07-17 00:00:00'
|
||
2024-11-20 10:31:52,680 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-18 00:00:00', NHITS = '7661.33', Informer = '7666.53', LSTM = '7639.5', iTransformer = '7683.98', TSMixer = '7661.71', TSMixerx = '7662.09', PatchTST = '7657.96', RNN = '7670.44', GRU = '7689.36', TCN = '7759.37', BiTCN = '7647.55', DilatedRNN = '7671.03', MLP = '7659.78', DLinear = '7652.43', NLinear = '7661.6', TFT = '7657.73', StemGNN = '7666.66', MLPMultivariate = '7654.79', TiDE = '7657.27', DeepNPTS = '7689.07', y = '7656.67' WHERE ds = '2024-07-18 00:00:00'
|
||
2024-11-20 10:31:52,680 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-18 00:00:00', NHITS = '7661.33', Informer = '7666.53', LSTM = '7639.5', iTransformer = '7683.98', TSMixer = '7661.71', TSMixerx = '7662.09', PatchTST = '7657.96', RNN = '7670.44', GRU = '7689.36', TCN = '7759.37', BiTCN = '7647.55', DilatedRNN = '7671.03', MLP = '7659.78', DLinear = '7652.43', NLinear = '7661.6', TFT = '7657.73', StemGNN = '7666.66', MLPMultivariate = '7654.79', TiDE = '7657.27', DeepNPTS = '7689.07', y = '7656.67' WHERE ds = '2024-07-18 00:00:00'
|
||
2024-11-20 10:31:52,682 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-19 00:00:00', NHITS = '7665.03', Informer = '7654.06', LSTM = '7635.24', iTransformer = '7668.78', TSMixer = '7662.77', TSMixerx = '7660.37', PatchTST = '7654.84', RNN = '7669.45', GRU = '7686.07', TCN = '7754.96', BiTCN = '7643.93', DilatedRNN = '7669.79', MLP = '7665.58', DLinear = '7643.64', NLinear = '7663.61', TFT = '7649.73', StemGNN = '7666.01', MLPMultivariate = '7657.81', TiDE = '7657.13', DeepNPTS = '7685.6', y = '7656.67' WHERE ds = '2024-07-19 00:00:00'
|
||
2024-11-20 10:31:52,682 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-19 00:00:00', NHITS = '7665.03', Informer = '7654.06', LSTM = '7635.24', iTransformer = '7668.78', TSMixer = '7662.77', TSMixerx = '7660.37', PatchTST = '7654.84', RNN = '7669.45', GRU = '7686.07', TCN = '7754.96', BiTCN = '7643.93', DilatedRNN = '7669.79', MLP = '7665.58', DLinear = '7643.64', NLinear = '7663.61', TFT = '7649.73', StemGNN = '7666.01', MLPMultivariate = '7657.81', TiDE = '7657.13', DeepNPTS = '7685.6', y = '7656.67' WHERE ds = '2024-07-19 00:00:00'
|
||
2024-11-20 10:31:52,685 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-22 00:00:00', NHITS = '7649.73', Informer = '7644.27', LSTM = '7636.49', iTransformer = '7644.6', TSMixer = '7665.12', TSMixerx = '7666.42', PatchTST = '7654.45', RNN = '7668.51', GRU = '7688.3', TCN = '7764.49', BiTCN = '7644.52', DilatedRNN = '7672.99', MLP = '7672.46', DLinear = '7658.74', NLinear = '7658.42', TFT = '7642.28', StemGNN = '7666.42', MLPMultivariate = '7664.4', TiDE = '7656.29', DeepNPTS = '7667.09', y = '7640.0' WHERE ds = '2024-07-22 00:00:00'
|
||
2024-11-20 10:31:52,685 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-22 00:00:00', NHITS = '7649.73', Informer = '7644.27', LSTM = '7636.49', iTransformer = '7644.6', TSMixer = '7665.12', TSMixerx = '7666.42', PatchTST = '7654.45', RNN = '7668.51', GRU = '7688.3', TCN = '7764.49', BiTCN = '7644.52', DilatedRNN = '7672.99', MLP = '7672.46', DLinear = '7658.74', NLinear = '7658.42', TFT = '7642.28', StemGNN = '7666.42', MLPMultivariate = '7664.4', TiDE = '7656.29', DeepNPTS = '7667.09', y = '7640.0' WHERE ds = '2024-07-22 00:00:00'
|
||
2024-11-20 10:31:52,688 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-23 00:00:00', NHITS = '7615.23', Informer = '7645.56', LSTM = '7610.57', iTransformer = '7655.94', TSMixer = '7652.1', TSMixerx = '7662.34', PatchTST = '7634.09', RNN = '7645.28', GRU = '7662.61', TCN = '7733.56', BiTCN = '7646.66', DilatedRNN = '7650.71', MLP = '7654.92', DLinear = '7659.24', NLinear = '7642.47', TFT = '7624.17', StemGNN = '7666.82', MLPMultivariate = '7659.42', TiDE = '7638.33', DeepNPTS = '7656.65', y = '7623.33' WHERE ds = '2024-07-23 00:00:00'
|
||
2024-11-20 10:31:52,688 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-23 00:00:00', NHITS = '7615.23', Informer = '7645.56', LSTM = '7610.57', iTransformer = '7655.94', TSMixer = '7652.1', TSMixerx = '7662.34', PatchTST = '7634.09', RNN = '7645.28', GRU = '7662.61', TCN = '7733.56', BiTCN = '7646.66', DilatedRNN = '7650.71', MLP = '7654.92', DLinear = '7659.24', NLinear = '7642.47', TFT = '7624.17', StemGNN = '7666.82', MLPMultivariate = '7659.42', TiDE = '7638.33', DeepNPTS = '7656.65', y = '7623.33' WHERE ds = '2024-07-23 00:00:00'
|
||
2024-11-20 10:31:52,690 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-24 00:00:00', NHITS = '7597.53', Informer = '7650.06', LSTM = '7590.27', iTransformer = '7719.11', TSMixer = '7634.82', TSMixerx = '7637.72', PatchTST = '7616.98', RNN = '7624.78', GRU = '7646.08', TCN = '7661.27', BiTCN = '7642.03', DilatedRNN = '7625.71', MLP = '7641.44', DLinear = '7656.11', NLinear = '7626.19', TFT = '7609.78', StemGNN = '7665.78', MLPMultivariate = '7651.82', TiDE = '7623.34', DeepNPTS = '7656.74', y = '7623.33' WHERE ds = '2024-07-24 00:00:00'
|
||
2024-11-20 10:31:52,690 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-24 00:00:00', NHITS = '7597.53', Informer = '7650.06', LSTM = '7590.27', iTransformer = '7719.11', TSMixer = '7634.82', TSMixerx = '7637.72', PatchTST = '7616.98', RNN = '7624.78', GRU = '7646.08', TCN = '7661.27', BiTCN = '7642.03', DilatedRNN = '7625.71', MLP = '7641.44', DLinear = '7656.11', NLinear = '7626.19', TFT = '7609.78', StemGNN = '7665.78', MLPMultivariate = '7651.82', TiDE = '7623.34', DeepNPTS = '7656.74', y = '7623.33' WHERE ds = '2024-07-24 00:00:00'
|
||
2024-11-20 10:31:52,692 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-25 00:00:00', NHITS = '7608.65', Informer = '7635.91', LSTM = '7593.96', iTransformer = '7735.25', TSMixer = '7627.76', TSMixerx = '7630.19', PatchTST = '7616.05', RNN = '7628.94', GRU = '7653.01', TCN = '7653.68', BiTCN = '7631.24', DilatedRNN = '7626.97', MLP = '7640.3', DLinear = '7666.61', NLinear = '7627.16', TFT = '7611.94', StemGNN = '7663.56', MLPMultivariate = '7653.03', TiDE = '7621.39', DeepNPTS = '7660.64', y = '7616.67' WHERE ds = '2024-07-25 00:00:00'
|
||
2024-11-20 10:31:52,692 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-25 00:00:00', NHITS = '7608.65', Informer = '7635.91', LSTM = '7593.96', iTransformer = '7735.25', TSMixer = '7627.76', TSMixerx = '7630.19', PatchTST = '7616.05', RNN = '7628.94', GRU = '7653.01', TCN = '7653.68', BiTCN = '7631.24', DilatedRNN = '7626.97', MLP = '7640.3', DLinear = '7666.61', NLinear = '7627.16', TFT = '7611.94', StemGNN = '7663.56', MLPMultivariate = '7653.03', TiDE = '7621.39', DeepNPTS = '7660.64', y = '7616.67' WHERE ds = '2024-07-25 00:00:00'
|
||
2024-11-20 10:31:52,694 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-26 00:00:00', NHITS = '7617.22', Informer = '7632.98', LSTM = '7583.26', iTransformer = '7719.98', TSMixer = '7622.01', TSMixerx = '7624.53', PatchTST = '7601.33', RNN = '7616.61', GRU = '7641.8', TCN = '7622.3', BiTCN = '7619.09', DilatedRNN = '7615.34', MLP = '7640.72', DLinear = '7653.16', NLinear = '7615.57', TFT = '7609.45', StemGNN = '7661.1', MLPMultivariate = '7643.86', TiDE = '7611.62', DeepNPTS = '7667.77', y = '7606.67' WHERE ds = '2024-07-26 00:00:00'
|
||
2024-11-20 10:31:52,694 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-26 00:00:00', NHITS = '7617.22', Informer = '7632.98', LSTM = '7583.26', iTransformer = '7719.98', TSMixer = '7622.01', TSMixerx = '7624.53', PatchTST = '7601.33', RNN = '7616.61', GRU = '7641.8', TCN = '7622.3', BiTCN = '7619.09', DilatedRNN = '7615.34', MLP = '7640.72', DLinear = '7653.16', NLinear = '7615.57', TFT = '7609.45', StemGNN = '7661.1', MLPMultivariate = '7643.86', TiDE = '7611.62', DeepNPTS = '7667.77', y = '7606.67' WHERE ds = '2024-07-26 00:00:00'
|
||
2024-11-20 10:31:52,696 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-29 00:00:00', NHITS = '7632.45', Informer = '7609.45', LSTM = '7571.18', iTransformer = '7713.09', TSMixer = '7611.68', TSMixerx = '7620.21', PatchTST = '7594.82', RNN = '7607.42', GRU = '7631.3', TCN = '7611.93', BiTCN = '7608.13', DilatedRNN = '7602.7', MLP = '7638.04', DLinear = '7621.31', NLinear = '7607.55', TFT = '7595.9', StemGNN = '7657.72', MLPMultivariate = '7625.12', TiDE = '7607.82', DeepNPTS = '7630.84', y = '7593.33' WHERE ds = '2024-07-29 00:00:00'
|
||
2024-11-20 10:31:52,696 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-29 00:00:00', NHITS = '7632.45', Informer = '7609.45', LSTM = '7571.18', iTransformer = '7713.09', TSMixer = '7611.68', TSMixerx = '7620.21', PatchTST = '7594.82', RNN = '7607.42', GRU = '7631.3', TCN = '7611.93', BiTCN = '7608.13', DilatedRNN = '7602.7', MLP = '7638.04', DLinear = '7621.31', NLinear = '7607.55', TFT = '7595.9', StemGNN = '7657.72', MLPMultivariate = '7625.12', TiDE = '7607.82', DeepNPTS = '7630.84', y = '7593.33' WHERE ds = '2024-07-29 00:00:00'
|
||
2024-11-20 10:31:52,698 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-30 00:00:00', NHITS = '7621.05', Informer = '7605.67', LSTM = '7554.07', iTransformer = '7693.67', TSMixer = '7599.03', TSMixerx = '7601.6', PatchTST = '7588.37', RNN = '7595.38', GRU = '7615.72', TCN = '7591.75', BiTCN = '7594.35', DilatedRNN = '7583.41', MLP = '7629.58', DLinear = '7602.19', NLinear = '7598.93', TFT = '7574.65', StemGNN = '7653.51', MLPMultivariate = '7600.72', TiDE = '7596.26', DeepNPTS = '7617.22', y = '7593.33' WHERE ds = '2024-07-30 00:00:00'
|
||
2024-11-20 10:31:52,698 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-30 00:00:00', NHITS = '7621.05', Informer = '7605.67', LSTM = '7554.07', iTransformer = '7693.67', TSMixer = '7599.03', TSMixerx = '7601.6', PatchTST = '7588.37', RNN = '7595.38', GRU = '7615.72', TCN = '7591.75', BiTCN = '7594.35', DilatedRNN = '7583.41', MLP = '7629.58', DLinear = '7602.19', NLinear = '7598.93', TFT = '7574.65', StemGNN = '7653.51', MLPMultivariate = '7600.72', TiDE = '7596.26', DeepNPTS = '7617.22', y = '7593.33' WHERE ds = '2024-07-30 00:00:00'
|
||
2024-11-20 10:31:52,701 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-31 00:00:00', NHITS = '7587.46', Informer = '7604.13', LSTM = '7557.67', iTransformer = '7676.02', TSMixer = '7593.74', TSMixerx = '7595.79', PatchTST = '7589.72', RNN = '7594.85', GRU = '7621.85', TCN = '7591.03', BiTCN = '7581.07', DilatedRNN = '7582.76', MLP = '7605.31', DLinear = '7587.62', NLinear = '7602.61', TFT = '7569.93', StemGNN = '7649.69', MLPMultivariate = '7571.38', TiDE = '7593.87', DeepNPTS = '7608.1', y = '7583.33' WHERE ds = '2024-07-31 00:00:00'
|
||
2024-11-20 10:31:52,701 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-31 00:00:00', NHITS = '7587.46', Informer = '7604.13', LSTM = '7557.67', iTransformer = '7676.02', TSMixer = '7593.74', TSMixerx = '7595.79', PatchTST = '7589.72', RNN = '7594.85', GRU = '7621.85', TCN = '7591.03', BiTCN = '7581.07', DilatedRNN = '7582.76', MLP = '7605.31', DLinear = '7587.62', NLinear = '7602.61', TFT = '7569.93', StemGNN = '7649.69', MLPMultivariate = '7571.38', TiDE = '7593.87', DeepNPTS = '7608.1', y = '7583.33' WHERE ds = '2024-07-31 00:00:00'
|
||
2024-11-20 10:31:52,703 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-01 00:00:00', NHITS = '7576.43', Informer = '7594.77', LSTM = '7542.38', iTransformer = '7676.91', TSMixer = '7583.79', TSMixerx = '7575.55', PatchTST = '7576.5', RNN = '7581.67', GRU = '7606.06', TCN = '7578.42', BiTCN = '7566.83', DilatedRNN = '7567.78', MLP = '7578.68', DLinear = '7581.86', NLinear = '7588.04', TFT = '7561.38', StemGNN = '7647.13', MLPMultivariate = '7543.93', TiDE = '7580.26', DeepNPTS = '7601.32', y = '7620.0' WHERE ds = '2024-08-01 00:00:00'
|
||
2024-11-20 10:31:52,703 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-01 00:00:00', NHITS = '7576.43', Informer = '7594.77', LSTM = '7542.38', iTransformer = '7676.91', TSMixer = '7583.79', TSMixerx = '7575.55', PatchTST = '7576.5', RNN = '7581.67', GRU = '7606.06', TCN = '7578.42', BiTCN = '7566.83', DilatedRNN = '7567.78', MLP = '7578.68', DLinear = '7581.86', NLinear = '7588.04', TFT = '7561.38', StemGNN = '7647.13', MLPMultivariate = '7543.93', TiDE = '7580.26', DeepNPTS = '7601.32', y = '7620.0' WHERE ds = '2024-08-01 00:00:00'
|
||
2024-11-20 10:31:52,705 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-02 00:00:00', NHITS = '7616.25', Informer = '7599.38', LSTM = '7601.53', iTransformer = '7702.78', TSMixer = '7607.2', TSMixerx = '7603.66', PatchTST = '7609.55', RNN = '7638.54', GRU = '7668.72', TCN = '7714.11', BiTCN = '7574.54', DilatedRNN = '7622.81', MLP = '7587.85', DLinear = '7601.98', NLinear = '7625.29', TFT = '7605.34', StemGNN = '7647.13', MLPMultivariate = '7558.22', TiDE = '7606.16', DeepNPTS = '7607.22', y = '7623.33' WHERE ds = '2024-08-02 00:00:00'
|
||
2024-11-20 10:31:52,705 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-02 00:00:00', NHITS = '7616.25', Informer = '7599.38', LSTM = '7601.53', iTransformer = '7702.78', TSMixer = '7607.2', TSMixerx = '7603.66', PatchTST = '7609.55', RNN = '7638.54', GRU = '7668.72', TCN = '7714.11', BiTCN = '7574.54', DilatedRNN = '7622.81', MLP = '7587.85', DLinear = '7601.98', NLinear = '7625.29', TFT = '7605.34', StemGNN = '7647.13', MLPMultivariate = '7558.22', TiDE = '7606.16', DeepNPTS = '7607.22', y = '7623.33' WHERE ds = '2024-08-02 00:00:00'
|
||
2024-11-20 10:31:52,707 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-05 00:00:00', NHITS = '7621.53', Informer = '7592.47', LSTM = '7595.34', iTransformer = '7698.87', TSMixer = '7621.36', TSMixerx = '7617.55', PatchTST = '7611.03', RNN = '7638.07', GRU = '7653.23', TCN = '7735.43', BiTCN = '7591.9', DilatedRNN = '7625.9', MLP = '7595.08', DLinear = '7607.4', NLinear = '7626.78', TFT = '7606.12', StemGNN = '7648.05', MLPMultivariate = '7577.72', TiDE = '7617.05', DeepNPTS = '7605.43', y = '7610.0' WHERE ds = '2024-08-05 00:00:00'
|
||
2024-11-20 10:31:52,707 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-05 00:00:00', NHITS = '7621.53', Informer = '7592.47', LSTM = '7595.34', iTransformer = '7698.87', TSMixer = '7621.36', TSMixerx = '7617.55', PatchTST = '7611.03', RNN = '7638.07', GRU = '7653.23', TCN = '7735.43', BiTCN = '7591.9', DilatedRNN = '7625.9', MLP = '7595.08', DLinear = '7607.4', NLinear = '7626.78', TFT = '7606.12', StemGNN = '7648.05', MLPMultivariate = '7577.72', TiDE = '7617.05', DeepNPTS = '7605.43', y = '7610.0' WHERE ds = '2024-08-05 00:00:00'
|
||
2024-11-20 10:31:52,710 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-06 00:00:00', NHITS = '7614.82', Informer = '7598.47', LSTM = '7578.08', iTransformer = '7696.71', TSMixer = '7616.64', TSMixerx = '7609.5', PatchTST = '7607.33', RNN = '7612.45', GRU = '7636.6', TCN = '7706.2', BiTCN = '7602.73', DilatedRNN = '7605.37', MLP = '7605.46', DLinear = '7622.93', NLinear = '7609.92', TFT = '7603.31', StemGNN = '7648.18', MLPMultivariate = '7593.61', TiDE = '7621.72', DeepNPTS = '7609.77', y = '7596.67' WHERE ds = '2024-08-06 00:00:00'
|
||
2024-11-20 10:31:52,710 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-06 00:00:00', NHITS = '7614.82', Informer = '7598.47', LSTM = '7578.08', iTransformer = '7696.71', TSMixer = '7616.64', TSMixerx = '7609.5', PatchTST = '7607.33', RNN = '7612.45', GRU = '7636.6', TCN = '7706.2', BiTCN = '7602.73', DilatedRNN = '7605.37', MLP = '7605.46', DLinear = '7622.93', NLinear = '7609.92', TFT = '7603.31', StemGNN = '7648.18', MLPMultivariate = '7593.61', TiDE = '7621.72', DeepNPTS = '7609.77', y = '7596.67' WHERE ds = '2024-08-06 00:00:00'
|
||
2024-11-20 10:31:52,712 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-07 00:00:00', NHITS = '7600.42', Informer = '7592.13', LSTM = '7560.49', iTransformer = '7700.19', TSMixer = '7603.22', TSMixerx = '7600.74', PatchTST = '7594.67', RNN = '7605.4', GRU = '7620.27', TCN = '7632.15', BiTCN = '7602.99', DilatedRNN = '7587.78', MLP = '7602.43', DLinear = '7620.43', NLinear = '7599.1', TFT = '7588.53', StemGNN = '7647.25', MLPMultivariate = '7581.33', TiDE = '7607.23', DeepNPTS = '7602.89', y = '7586.67' WHERE ds = '2024-08-07 00:00:00'
|
||
2024-11-20 10:31:52,712 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-07 00:00:00', NHITS = '7600.42', Informer = '7592.13', LSTM = '7560.49', iTransformer = '7700.19', TSMixer = '7603.22', TSMixerx = '7600.74', PatchTST = '7594.67', RNN = '7605.4', GRU = '7620.27', TCN = '7632.15', BiTCN = '7602.99', DilatedRNN = '7587.78', MLP = '7602.43', DLinear = '7620.43', NLinear = '7599.1', TFT = '7588.53', StemGNN = '7647.25', MLPMultivariate = '7581.33', TiDE = '7607.23', DeepNPTS = '7602.89', y = '7586.67' WHERE ds = '2024-08-07 00:00:00'
|
||
2024-11-20 10:31:52,715 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-08 00:00:00', NHITS = '7582.46', Informer = '7579.27', LSTM = '7547.9', iTransformer = '7691.99', TSMixer = '7590.51', TSMixerx = '7583.07', PatchTST = '7585.2', RNN = '7581.87', GRU = '7610.47', TCN = '7580.54', BiTCN = '7596.98', DilatedRNN = '7572.43', MLP = '7580.94', DLinear = '7599.9', NLinear = '7587.52', TFT = '7592.21', StemGNN = '7644.23', MLPMultivariate = '7643.29', TiDE = '7591.49', DeepNPTS = '7595.2', y = '7583.33' WHERE ds = '2024-08-08 00:00:00'
|
||
2024-11-20 10:31:52,715 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-08 00:00:00', NHITS = '7582.46', Informer = '7579.27', LSTM = '7547.9', iTransformer = '7691.99', TSMixer = '7590.51', TSMixerx = '7583.07', PatchTST = '7585.2', RNN = '7581.87', GRU = '7610.47', TCN = '7580.54', BiTCN = '7596.98', DilatedRNN = '7572.43', MLP = '7580.94', DLinear = '7599.9', NLinear = '7587.52', TFT = '7592.21', StemGNN = '7644.23', MLPMultivariate = '7643.29', TiDE = '7591.49', DeepNPTS = '7595.2', y = '7583.33' WHERE ds = '2024-08-08 00:00:00'
|
||
2024-11-20 10:31:52,717 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-09 00:00:00', NHITS = '7572.3', Informer = '7579.08', LSTM = '7544.76', iTransformer = '7685.98', TSMixer = '7581.03', TSMixerx = '7579.99', PatchTST = '7585.11', RNN = '7579.56', GRU = '7609.39', TCN = '7579.0', BiTCN = '7593.55', DilatedRNN = '7571.36', MLP = '7577.72', DLinear = '7584.52', NLinear = '7578.71', TFT = '7580.27', StemGNN = '7640.76', MLPMultivariate = '7661.68', TiDE = '7580.79', DeepNPTS = '7613.95', y = '7583.33' WHERE ds = '2024-08-09 00:00:00'
|
||
2024-11-20 10:31:52,717 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-09 00:00:00', NHITS = '7572.3', Informer = '7579.08', LSTM = '7544.76', iTransformer = '7685.98', TSMixer = '7581.03', TSMixerx = '7579.99', PatchTST = '7585.11', RNN = '7579.56', GRU = '7609.39', TCN = '7579.0', BiTCN = '7593.55', DilatedRNN = '7571.36', MLP = '7577.72', DLinear = '7584.52', NLinear = '7578.71', TFT = '7580.27', StemGNN = '7640.76', MLPMultivariate = '7661.68', TiDE = '7580.79', DeepNPTS = '7613.95', y = '7583.33' WHERE ds = '2024-08-09 00:00:00'
|
||
2024-11-20 10:31:52,720 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-12 00:00:00', NHITS = '7565.19', Informer = '7562.29', LSTM = '7545.41', iTransformer = '7676.57', TSMixer = '7579.53', TSMixerx = '7568.37', PatchTST = '7583.51', RNN = '7586.38', GRU = '7610.8', TCN = '7581.76', BiTCN = '7591.14', DilatedRNN = '7573.16', MLP = '7571.12', DLinear = '7579.25', NLinear = '7574.68', TFT = '7569.9', StemGNN = '7637.37', MLPMultivariate = '7675.83', TiDE = '7579.89', DeepNPTS = '7606.85', y = '7586.67' WHERE ds = '2024-08-12 00:00:00'
|
||
2024-11-20 10:31:52,720 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-12 00:00:00', NHITS = '7565.19', Informer = '7562.29', LSTM = '7545.41', iTransformer = '7676.57', TSMixer = '7579.53', TSMixerx = '7568.37', PatchTST = '7583.51', RNN = '7586.38', GRU = '7610.8', TCN = '7581.76', BiTCN = '7591.14', DilatedRNN = '7573.16', MLP = '7571.12', DLinear = '7579.25', NLinear = '7574.68', TFT = '7569.9', StemGNN = '7637.37', MLPMultivariate = '7675.83', TiDE = '7579.89', DeepNPTS = '7606.85', y = '7586.67' WHERE ds = '2024-08-12 00:00:00'
|
||
2024-11-20 10:31:52,722 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-13 00:00:00', NHITS = '7563.62', Informer = '7566.02', LSTM = '7550.8', iTransformer = '7670.48', TSMixer = '7579.66', TSMixerx = '7581.39', PatchTST = '7587.7', RNN = '7591.05', GRU = '7616.26', TCN = '7595.69', BiTCN = '7589.46', DilatedRNN = '7581.39', MLP = '7578.19', DLinear = '7586.37', NLinear = '7580.72', TFT = '7572.45', StemGNN = '7634.98', MLPMultivariate = '7685.1', TiDE = '7584.15', DeepNPTS = '7605.62', y = '7593.33' WHERE ds = '2024-08-13 00:00:00'
|
||
2024-11-20 10:31:52,722 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-13 00:00:00', NHITS = '7563.62', Informer = '7566.02', LSTM = '7550.8', iTransformer = '7670.48', TSMixer = '7579.66', TSMixerx = '7581.39', PatchTST = '7587.7', RNN = '7591.05', GRU = '7616.26', TCN = '7595.69', BiTCN = '7589.46', DilatedRNN = '7581.39', MLP = '7578.19', DLinear = '7586.37', NLinear = '7580.72', TFT = '7572.45', StemGNN = '7634.98', MLPMultivariate = '7685.1', TiDE = '7584.15', DeepNPTS = '7605.62', y = '7593.33' WHERE ds = '2024-08-13 00:00:00'
|
||
2024-11-20 10:31:52,724 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-14 00:00:00', NHITS = '7576.39', Informer = '7581.33', LSTM = '7560.34', iTransformer = '7675.32', TSMixer = '7581.9', TSMixerx = '7581.96', PatchTST = '7593.26', RNN = '7601.19', GRU = '7625.12', TCN = '7601.06', BiTCN = '7585.96', DilatedRNN = '7582.96', MLP = '7591.15', DLinear = '7583.67', NLinear = '7594.52', TFT = '7589.33', StemGNN = '7632.88', MLPMultivariate = '7686.85', TiDE = '7588.09', DeepNPTS = '7596.56', y = '7590.0' WHERE ds = '2024-08-14 00:00:00'
|
||
2024-11-20 10:31:52,724 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-14 00:00:00', NHITS = '7576.39', Informer = '7581.33', LSTM = '7560.34', iTransformer = '7675.32', TSMixer = '7581.9', TSMixerx = '7581.96', PatchTST = '7593.26', RNN = '7601.19', GRU = '7625.12', TCN = '7601.06', BiTCN = '7585.96', DilatedRNN = '7582.96', MLP = '7591.15', DLinear = '7583.67', NLinear = '7594.52', TFT = '7589.33', StemGNN = '7632.88', MLPMultivariate = '7686.85', TiDE = '7588.09', DeepNPTS = '7596.56', y = '7590.0' WHERE ds = '2024-08-14 00:00:00'
|
||
2024-11-20 10:31:52,726 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-15 00:00:00', NHITS = '7577.48', Informer = '7580.18', LSTM = '7554.1', iTransformer = '7682.5', TSMixer = '7580.27', TSMixerx = '7581.07', PatchTST = '7588.06', RNN = '7594.36', GRU = '7617.3', TCN = '7594.63', BiTCN = '7577.61', DilatedRNN = '7574.04', MLP = '7585.9', DLinear = '7573.04', NLinear = '7589.19', TFT = '7595.72', StemGNN = '7630.35', MLPMultivariate = '7676.25', TiDE = '7584.21', DeepNPTS = '7588.85', y = '7583.33' WHERE ds = '2024-08-15 00:00:00'
|
||
2024-11-20 10:31:52,726 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-15 00:00:00', NHITS = '7577.48', Informer = '7580.18', LSTM = '7554.1', iTransformer = '7682.5', TSMixer = '7580.27', TSMixerx = '7581.07', PatchTST = '7588.06', RNN = '7594.36', GRU = '7617.3', TCN = '7594.63', BiTCN = '7577.61', DilatedRNN = '7574.04', MLP = '7585.9', DLinear = '7573.04', NLinear = '7589.19', TFT = '7595.72', StemGNN = '7630.35', MLPMultivariate = '7676.25', TiDE = '7584.21', DeepNPTS = '7588.85', y = '7583.33' WHERE ds = '2024-08-15 00:00:00'
|
||
2024-11-20 10:31:52,729 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-16 00:00:00', NHITS = '7575.3', Informer = '7564.63', LSTM = '7545.8', iTransformer = '7686.68', TSMixer = '7575.85', TSMixerx = '7576.91', PatchTST = '7580.0', RNN = '7585.32', GRU = '7609.72', TCN = '7583.25', BiTCN = '7570.84', DilatedRNN = '7568.21', MLP = '7574.59', DLinear = '7570.58', NLinear = '7584.68', TFT = '7589.57', StemGNN = '7627.38', MLPMultivariate = '7665.61', TiDE = '7577.83', DeepNPTS = '7587.43', y = '7583.33' WHERE ds = '2024-08-16 00:00:00'
|
||
2024-11-20 10:31:52,729 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-16 00:00:00', NHITS = '7575.3', Informer = '7564.63', LSTM = '7545.8', iTransformer = '7686.68', TSMixer = '7575.85', TSMixerx = '7576.91', PatchTST = '7580.0', RNN = '7585.32', GRU = '7609.72', TCN = '7583.25', BiTCN = '7570.84', DilatedRNN = '7568.21', MLP = '7574.59', DLinear = '7570.58', NLinear = '7584.68', TFT = '7589.57', StemGNN = '7627.38', MLPMultivariate = '7665.61', TiDE = '7577.83', DeepNPTS = '7587.43', y = '7583.33' WHERE ds = '2024-08-16 00:00:00'
|
||
2024-11-20 10:31:52,731 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-19 00:00:00', NHITS = '7583.78', Informer = '7564.47', LSTM = '7547.04', iTransformer = '7693.78', TSMixer = '7576.66', TSMixerx = '7590.53', PatchTST = '7583.24', RNN = '7587.57', GRU = '7611.94', TCN = '7580.78', BiTCN = '7566.85', DilatedRNN = '7568.77', MLP = '7576.56', DLinear = '7563.43', NLinear = '7580.76', TFT = '7592.1', StemGNN = '7624.46', MLPMultivariate = '7672.57', TiDE = '7577.68', DeepNPTS = '7592.79', y = '7570.0' WHERE ds = '2024-08-19 00:00:00'
|
||
2024-11-20 10:31:52,731 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-19 00:00:00', NHITS = '7583.78', Informer = '7564.47', LSTM = '7547.04', iTransformer = '7693.78', TSMixer = '7576.66', TSMixerx = '7590.53', PatchTST = '7583.24', RNN = '7587.57', GRU = '7611.94', TCN = '7580.78', BiTCN = '7566.85', DilatedRNN = '7568.77', MLP = '7576.56', DLinear = '7563.43', NLinear = '7580.76', TFT = '7592.1', StemGNN = '7624.46', MLPMultivariate = '7672.57', TiDE = '7577.68', DeepNPTS = '7592.79', y = '7570.0' WHERE ds = '2024-08-19 00:00:00'
|
||
2024-11-20 10:31:52,733 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-20 00:00:00', NHITS = '7572.15', Informer = '7547.01', LSTM = '7526.81', iTransformer = '7671.45', TSMixer = '7568.6', TSMixerx = '7580.24', PatchTST = '7569.61', RNN = '7567.35', GRU = '7591.95', TCN = '7568.04', BiTCN = '7561.53', DilatedRNN = '7550.82', MLP = '7574.94', DLinear = '7559.89', NLinear = '7564.28', TFT = '7585.51', StemGNN = '7621.06', MLPMultivariate = '7668.15', TiDE = '7564.85', DeepNPTS = '7593.95', y = '7570.0' WHERE ds = '2024-08-20 00:00:00'
|
||
2024-11-20 10:31:52,733 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-20 00:00:00', NHITS = '7572.15', Informer = '7547.01', LSTM = '7526.81', iTransformer = '7671.45', TSMixer = '7568.6', TSMixerx = '7580.24', PatchTST = '7569.61', RNN = '7567.35', GRU = '7591.95', TCN = '7568.04', BiTCN = '7561.53', DilatedRNN = '7550.82', MLP = '7574.94', DLinear = '7559.89', NLinear = '7564.28', TFT = '7585.51', StemGNN = '7621.06', MLPMultivariate = '7668.15', TiDE = '7564.85', DeepNPTS = '7593.95', y = '7570.0' WHERE ds = '2024-08-20 00:00:00'
|
||
2024-11-20 10:31:52,735 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-21 00:00:00', NHITS = '7573.42', Informer = '7547.32', LSTM = '7530.82', iTransformer = '7666.64', TSMixer = '7567.89', TSMixerx = '7575.96', PatchTST = '7578.4', RNN = '7571.05', GRU = '7598.86', TCN = '7567.66', BiTCN = '7559.81', DilatedRNN = '7551.3', MLP = '7579.86', DLinear = '7556.56', NLinear = '7568.24', TFT = '7577.28', StemGNN = '7617.48', MLPMultivariate = '7658.24', TiDE = '7567.96', DeepNPTS = '7595.48', y = '7570.0' WHERE ds = '2024-08-21 00:00:00'
|
||
2024-11-20 10:31:52,735 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-21 00:00:00', NHITS = '7573.42', Informer = '7547.32', LSTM = '7530.82', iTransformer = '7666.64', TSMixer = '7567.89', TSMixerx = '7575.96', PatchTST = '7578.4', RNN = '7571.05', GRU = '7598.86', TCN = '7567.66', BiTCN = '7559.81', DilatedRNN = '7551.3', MLP = '7579.86', DLinear = '7556.56', NLinear = '7568.24', TFT = '7577.28', StemGNN = '7617.48', MLPMultivariate = '7658.24', TiDE = '7567.96', DeepNPTS = '7595.48', y = '7570.0' WHERE ds = '2024-08-21 00:00:00'
|
||
2024-11-20 10:31:52,737 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-22 00:00:00', NHITS = '7573.07', Informer = '7553.0', LSTM = '7529.61', iTransformer = '7668.62', TSMixer = '7570.14', TSMixerx = '7576.54', PatchTST = '7578.19', RNN = '7572.59', GRU = '7597.05', TCN = '7564.06', BiTCN = '7557.67', DilatedRNN = '7549.96', MLP = '7582.79', DLinear = '7558.09', NLinear = '7571.36', TFT = '7573.0', StemGNN = '7613.63', MLPMultivariate = '7649.21', TiDE = '7570.82', DeepNPTS = '7596.41', y = '7590.0' WHERE ds = '2024-08-22 00:00:00'
|
||
2024-11-20 10:31:52,737 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-22 00:00:00', NHITS = '7573.07', Informer = '7553.0', LSTM = '7529.61', iTransformer = '7668.62', TSMixer = '7570.14', TSMixerx = '7576.54', PatchTST = '7578.19', RNN = '7572.59', GRU = '7597.05', TCN = '7564.06', BiTCN = '7557.67', DilatedRNN = '7549.96', MLP = '7582.79', DLinear = '7558.09', NLinear = '7571.36', TFT = '7573.0', StemGNN = '7613.63', MLPMultivariate = '7649.21', TiDE = '7570.82', DeepNPTS = '7596.41', y = '7590.0' WHERE ds = '2024-08-22 00:00:00'
|
||
2024-11-20 10:31:52,739 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-23 00:00:00', NHITS = '7591.57', Informer = '7570.94', LSTM = '7560.14', iTransformer = '7670.81', TSMixer = '7585.53', TSMixerx = '7577.36', PatchTST = '7595.08', RNN = '7597.17', GRU = '7628.08', TCN = '7602.95', BiTCN = '7563.0', DilatedRNN = '7578.88', MLP = '7588.25', DLinear = '7580.61', NLinear = '7588.53', TFT = '7588.33', StemGNN = '7610.53', MLPMultivariate = '7651.94', TiDE = '7586.39', DeepNPTS = '7599.99', y = '7583.33' WHERE ds = '2024-08-23 00:00:00'
|
||
2024-11-20 10:31:52,739 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-23 00:00:00', NHITS = '7591.57', Informer = '7570.94', LSTM = '7560.14', iTransformer = '7670.81', TSMixer = '7585.53', TSMixerx = '7577.36', PatchTST = '7595.08', RNN = '7597.17', GRU = '7628.08', TCN = '7602.95', BiTCN = '7563.0', DilatedRNN = '7578.88', MLP = '7588.25', DLinear = '7580.61', NLinear = '7588.53', TFT = '7588.33', StemGNN = '7610.53', MLPMultivariate = '7651.94', TiDE = '7586.39', DeepNPTS = '7599.99', y = '7583.33' WHERE ds = '2024-08-23 00:00:00'
|
||
2024-11-20 10:31:52,742 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-26 00:00:00', NHITS = '7585.94', Informer = '7559.82', LSTM = '7544.76', iTransformer = '7661.83', TSMixer = '7584.95', TSMixerx = '7583.38', PatchTST = '7584.8', RNN = '7588.16', GRU = '7607.8', TCN = '7587.92', BiTCN = '7569.26', DilatedRNN = '7568.6', MLP = '7581.87', DLinear = '7588.27', NLinear = '7584.7', TFT = '7584.03', StemGNN = '7607.22', MLPMultivariate = '7649.99', TiDE = '7582.57', DeepNPTS = '7594.95', y = '7583.33' WHERE ds = '2024-08-26 00:00:00'
|
||
2024-11-20 10:31:52,742 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-26 00:00:00', NHITS = '7585.94', Informer = '7559.82', LSTM = '7544.76', iTransformer = '7661.83', TSMixer = '7584.95', TSMixerx = '7583.38', PatchTST = '7584.8', RNN = '7588.16', GRU = '7607.8', TCN = '7587.92', BiTCN = '7569.26', DilatedRNN = '7568.6', MLP = '7581.87', DLinear = '7588.27', NLinear = '7584.7', TFT = '7584.03', StemGNN = '7607.22', MLPMultivariate = '7649.99', TiDE = '7582.57', DeepNPTS = '7594.95', y = '7583.33' WHERE ds = '2024-08-26 00:00:00'
|
||
2024-11-20 10:31:52,744 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-27 00:00:00', NHITS = '7583.67', Informer = '7562.52', LSTM = '7548.9', iTransformer = '7658.7', TSMixer = '7583.01', TSMixerx = '7588.14', PatchTST = '7583.17', RNN = '7588.62', GRU = '7614.19', TCN = '7590.1', BiTCN = '7572.3', DilatedRNN = '7571.03', MLP = '7577.78', DLinear = '7596.16', NLinear = '7581.18', TFT = '7582.94', StemGNN = '7603.87', MLPMultivariate = '7646.62', TiDE = '7585.5', DeepNPTS = '7587.22', y = '7610.0' WHERE ds = '2024-08-27 00:00:00'
|
||
2024-11-20 10:31:52,744 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-27 00:00:00', NHITS = '7583.67', Informer = '7562.52', LSTM = '7548.9', iTransformer = '7658.7', TSMixer = '7583.01', TSMixerx = '7588.14', PatchTST = '7583.17', RNN = '7588.62', GRU = '7614.19', TCN = '7590.1', BiTCN = '7572.3', DilatedRNN = '7571.03', MLP = '7577.78', DLinear = '7596.16', NLinear = '7581.18', TFT = '7582.94', StemGNN = '7603.87', MLPMultivariate = '7646.62', TiDE = '7585.5', DeepNPTS = '7587.22', y = '7610.0' WHERE ds = '2024-08-27 00:00:00'
|
||
2024-11-20 10:31:52,747 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-28 00:00:00', NHITS = '7608.75', Informer = '7573.37', LSTM = '7587.12', iTransformer = '7673.3', TSMixer = '7599.94', TSMixerx = '7608.28', PatchTST = '7606.73', RNN = '7628.21', GRU = '7652.47', TCN = '7664.54', BiTCN = '7591.65', DilatedRNN = '7610.38', MLP = '7596.44', DLinear = '7602.33', NLinear = '7610.44', TFT = '7591.02', StemGNN = '7601.62', MLPMultivariate = '7649.51', TiDE = '7604.31', DeepNPTS = '7595.06', y = '7610.0' WHERE ds = '2024-08-28 00:00:00'
|
||
2024-11-20 10:31:52,747 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-28 00:00:00', NHITS = '7608.75', Informer = '7573.37', LSTM = '7587.12', iTransformer = '7673.3', TSMixer = '7599.94', TSMixerx = '7608.28', PatchTST = '7606.73', RNN = '7628.21', GRU = '7652.47', TCN = '7664.54', BiTCN = '7591.65', DilatedRNN = '7610.38', MLP = '7596.44', DLinear = '7602.33', NLinear = '7610.44', TFT = '7591.02', StemGNN = '7601.62', MLPMultivariate = '7649.51', TiDE = '7604.31', DeepNPTS = '7595.06', y = '7610.0' WHERE ds = '2024-08-28 00:00:00'
|
||
2024-11-20 10:31:52,748 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-29 00:00:00', NHITS = '7610.24', Informer = '7581.95', LSTM = '7579.49', iTransformer = '7667.2', TSMixer = '7606.13', TSMixerx = '7611.64', PatchTST = '7601.7', RNN = '7614.17', GRU = '7638.98', TCN = '7657.09', BiTCN = '7608.52', DilatedRNN = '7604.72', MLP = '7599.74', DLinear = '7592.46', NLinear = '7610.07', TFT = '7593.12', StemGNN = '7599.89', MLPMultivariate = '7651.06', TiDE = '7610.39', DeepNPTS = '7598.34', y = '7613.33' WHERE ds = '2024-08-29 00:00:00'
|
||
2024-11-20 10:31:52,748 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-29 00:00:00', NHITS = '7610.24', Informer = '7581.95', LSTM = '7579.49', iTransformer = '7667.2', TSMixer = '7606.13', TSMixerx = '7611.64', PatchTST = '7601.7', RNN = '7614.17', GRU = '7638.98', TCN = '7657.09', BiTCN = '7608.52', DilatedRNN = '7604.72', MLP = '7599.74', DLinear = '7592.46', NLinear = '7610.07', TFT = '7593.12', StemGNN = '7599.89', MLPMultivariate = '7651.06', TiDE = '7610.39', DeepNPTS = '7598.34', y = '7613.33' WHERE ds = '2024-08-29 00:00:00'
|
||
2024-11-20 10:31:52,751 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-30 00:00:00', NHITS = '7614.03', Informer = '7597.63', LSTM = '7586.96', iTransformer = '7655.72', TSMixer = '7609.34', TSMixerx = '7627.82', PatchTST = '7609.66', RNN = '7622.84', GRU = '7647.73', TCN = '7683.32', BiTCN = '7625.2', DilatedRNN = '7611.68', MLP = '7604.11', DLinear = '7604.98', NLinear = '7607.4', TFT = '7605.44', StemGNN = '7598.84', MLPMultivariate = '7655.51', TiDE = '7616.44', DeepNPTS = '7604.42', y = '7606.67' WHERE ds = '2024-08-30 00:00:00'
|
||
2024-11-20 10:31:52,751 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-30 00:00:00', NHITS = '7614.03', Informer = '7597.63', LSTM = '7586.96', iTransformer = '7655.72', TSMixer = '7609.34', TSMixerx = '7627.82', PatchTST = '7609.66', RNN = '7622.84', GRU = '7647.73', TCN = '7683.32', BiTCN = '7625.2', DilatedRNN = '7611.68', MLP = '7604.11', DLinear = '7604.98', NLinear = '7607.4', TFT = '7605.44', StemGNN = '7598.84', MLPMultivariate = '7655.51', TiDE = '7616.44', DeepNPTS = '7604.42', y = '7606.67' WHERE ds = '2024-08-30 00:00:00'
|
||
2024-11-20 10:31:52,754 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-02 00:00:00', NHITS = '7605.77', Informer = '7607.48', LSTM = '7574.01', iTransformer = '7657.55', TSMixer = '7606.13', TSMixerx = '7623.34', PatchTST = '7601.08', RNN = '7617.14', GRU = '7632.79', TCN = '7647.45', BiTCN = '7631.48', DilatedRNN = '7601.88', MLP = '7607.32', DLinear = '7602.92', NLinear = '7610.32', TFT = '7598.03', StemGNN = '7597.7', MLPMultivariate = '7649.4', TiDE = '7604.07', DeepNPTS = '7593.73', y = '7583.33' WHERE ds = '2024-09-02 00:00:00'
|
||
2024-11-20 10:31:52,754 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-02 00:00:00', NHITS = '7605.77', Informer = '7607.48', LSTM = '7574.01', iTransformer = '7657.55', TSMixer = '7606.13', TSMixerx = '7623.34', PatchTST = '7601.08', RNN = '7617.14', GRU = '7632.79', TCN = '7647.45', BiTCN = '7631.48', DilatedRNN = '7601.88', MLP = '7607.32', DLinear = '7602.92', NLinear = '7610.32', TFT = '7598.03', StemGNN = '7597.7', MLPMultivariate = '7649.4', TiDE = '7604.07', DeepNPTS = '7593.73', y = '7583.33' WHERE ds = '2024-09-02 00:00:00'
|
||
2024-11-20 10:31:52,756 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-03 00:00:00', NHITS = '7585.53', Informer = '7591.18', LSTM = '7541.28', iTransformer = '7616.14', TSMixer = '7585.56', TSMixerx = '7597.08', PatchTST = '7575.22', RNN = '7577.4', GRU = '7602.02', TCN = '7584.32', BiTCN = '7620.22', DilatedRNN = '7566.19', MLP = '7593.28', DLinear = '7584.09', NLinear = '7584.79', TFT = '7569.87', StemGNN = '7596.02', MLPMultivariate = '7632.57', TiDE = '7579.08', DeepNPTS = '7589.84', y = '7562.5' WHERE ds = '2024-09-03 00:00:00'
|
||
2024-11-20 10:31:52,756 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-03 00:00:00', NHITS = '7585.53', Informer = '7591.18', LSTM = '7541.28', iTransformer = '7616.14', TSMixer = '7585.56', TSMixerx = '7597.08', PatchTST = '7575.22', RNN = '7577.4', GRU = '7602.02', TCN = '7584.32', BiTCN = '7620.22', DilatedRNN = '7566.19', MLP = '7593.28', DLinear = '7584.09', NLinear = '7584.79', TFT = '7569.87', StemGNN = '7596.02', MLPMultivariate = '7632.57', TiDE = '7579.08', DeepNPTS = '7589.84', y = '7562.5' WHERE ds = '2024-09-03 00:00:00'
|
||
2024-11-20 10:31:52,758 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-04 00:00:00', NHITS = '7568.37', Informer = '7571.94', LSTM = '7515.98', iTransformer = '7610.57', TSMixer = '7565.79', TSMixerx = '7581.26', PatchTST = '7562.25', RNN = '7558.08', GRU = '7581.85', TCN = '7545.27', BiTCN = '7604.56', DilatedRNN = '7535.46', MLP = '7576.39', DLinear = '7572.94', NLinear = '7565.45', TFT = '7557.33', StemGNN = '7593.59', MLPMultivariate = '7618.83', TiDE = '7560.98', DeepNPTS = '7584.89', y = '7535.0' WHERE ds = '2024-09-04 00:00:00'
|
||
2024-11-20 10:31:52,758 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-04 00:00:00', NHITS = '7568.37', Informer = '7571.94', LSTM = '7515.98', iTransformer = '7610.57', TSMixer = '7565.79', TSMixerx = '7581.26', PatchTST = '7562.25', RNN = '7558.08', GRU = '7581.85', TCN = '7545.27', BiTCN = '7604.56', DilatedRNN = '7535.46', MLP = '7576.39', DLinear = '7572.94', NLinear = '7565.45', TFT = '7557.33', StemGNN = '7593.59', MLPMultivariate = '7618.83', TiDE = '7560.98', DeepNPTS = '7584.89', y = '7535.0' WHERE ds = '2024-09-04 00:00:00'
|
||
2024-11-20 10:31:52,761 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-05 00:00:00', NHITS = '7543.76', Informer = '7554.78', LSTM = '7480.27', iTransformer = '7596.32', TSMixer = '7542.46', TSMixerx = '7560.43', PatchTST = '7542.41', RNN = '7526.06', GRU = '7549.62', TCN = '7514.26', BiTCN = '7580.6', DilatedRNN = '7496.51', MLP = '7554.42', DLinear = '7552.65', NLinear = '7529.62', TFT = '7533.45', StemGNN = '7589.9', MLPMultivariate = '7609.7', TiDE = '7536.19', DeepNPTS = '7604.62', y = '7475.0' WHERE ds = '2024-09-05 00:00:00'
|
||
2024-11-20 10:31:52,761 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-05 00:00:00', NHITS = '7543.76', Informer = '7554.78', LSTM = '7480.27', iTransformer = '7596.32', TSMixer = '7542.46', TSMixerx = '7560.43', PatchTST = '7542.41', RNN = '7526.06', GRU = '7549.62', TCN = '7514.26', BiTCN = '7580.6', DilatedRNN = '7496.51', MLP = '7554.42', DLinear = '7552.65', NLinear = '7529.62', TFT = '7533.45', StemGNN = '7589.9', MLPMultivariate = '7609.7', TiDE = '7536.19', DeepNPTS = '7604.62', y = '7475.0' WHERE ds = '2024-09-05 00:00:00'
|
||
2024-11-20 10:31:52,763 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-06 00:00:00', NHITS = '7486.44', Informer = '7535.38', LSTM = '7399.34', iTransformer = '7579.63', TSMixer = '7490.15', TSMixerx = '7530.32', PatchTST = '7484.73', RNN = '7455.8', GRU = '7477.09', TCN = '7467.9', BiTCN = '7540.47', DilatedRNN = '7420.37', MLP = '7514.24', DLinear = '7518.1', NLinear = '7469.82', TFT = '7508.77', StemGNN = '7582.87', MLPMultivariate = '7581.29', TiDE = '7483.85', DeepNPTS = '7606.65', y = '7442.5' WHERE ds = '2024-09-06 00:00:00'
|
||
2024-11-20 10:31:52,763 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-06 00:00:00', NHITS = '7486.44', Informer = '7535.38', LSTM = '7399.34', iTransformer = '7579.63', TSMixer = '7490.15', TSMixerx = '7530.32', PatchTST = '7484.73', RNN = '7455.8', GRU = '7477.09', TCN = '7467.9', BiTCN = '7540.47', DilatedRNN = '7420.37', MLP = '7514.24', DLinear = '7518.1', NLinear = '7469.82', TFT = '7508.77', StemGNN = '7582.87', MLPMultivariate = '7581.29', TiDE = '7483.85', DeepNPTS = '7606.65', y = '7442.5' WHERE ds = '2024-09-06 00:00:00'
|
||
2024-11-20 10:31:52,764 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-09 00:00:00', NHITS = '7470.01', Informer = '7515.88', LSTM = '7364.62', iTransformer = '7562.42', TSMixer = '7446.27', TSMixerx = '7498.53', PatchTST = '7460.67', RNN = '7431.29', GRU = '7457.63', TCN = '7439.77', BiTCN = '7496.35', DilatedRNN = '7380.39', MLP = '7490.04', DLinear = '7478.05', NLinear = '7433.33', TFT = '7489.86', StemGNN = '7574.18', MLPMultivariate = '7557.17', TiDE = '7447.27', DeepNPTS = '7583.34', y = '7422.5' WHERE ds = '2024-09-09 00:00:00'
|
||
2024-11-20 10:31:52,764 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-09 00:00:00', NHITS = '7470.01', Informer = '7515.88', LSTM = '7364.62', iTransformer = '7562.42', TSMixer = '7446.27', TSMixerx = '7498.53', PatchTST = '7460.67', RNN = '7431.29', GRU = '7457.63', TCN = '7439.77', BiTCN = '7496.35', DilatedRNN = '7380.39', MLP = '7490.04', DLinear = '7478.05', NLinear = '7433.33', TFT = '7489.86', StemGNN = '7574.18', MLPMultivariate = '7557.17', TiDE = '7447.27', DeepNPTS = '7583.34', y = '7422.5' WHERE ds = '2024-09-09 00:00:00'
|
||
2024-11-20 10:31:52,768 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-10 00:00:00', NHITS = '7451.33', Informer = '7504.81', LSTM = '7339.71', iTransformer = '7541.21', TSMixer = '7420.48', TSMixerx = '7477.1', PatchTST = '7438.77', RNN = '7409.71', GRU = '7440.34', TCN = '7417.87', BiTCN = '7462.64', DilatedRNN = '7355.09', MLP = '7458.54', DLinear = '7445.15', NLinear = '7421.15', TFT = '7475.16', StemGNN = '7564.85', MLPMultivariate = '7527.78', TiDE = '7425.45', DeepNPTS = '7562.5', y = '7412.5' WHERE ds = '2024-09-10 00:00:00'
|
||
2024-11-20 10:31:52,768 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-10 00:00:00', NHITS = '7451.33', Informer = '7504.81', LSTM = '7339.71', iTransformer = '7541.21', TSMixer = '7420.48', TSMixerx = '7477.1', PatchTST = '7438.77', RNN = '7409.71', GRU = '7440.34', TCN = '7417.87', BiTCN = '7462.64', DilatedRNN = '7355.09', MLP = '7458.54', DLinear = '7445.15', NLinear = '7421.15', TFT = '7475.16', StemGNN = '7564.85', MLPMultivariate = '7527.78', TiDE = '7425.45', DeepNPTS = '7562.5', y = '7412.5' WHERE ds = '2024-09-10 00:00:00'
|
||
2024-11-20 10:31:52,771 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-11 00:00:00', NHITS = '7430.97', Informer = '7491.05', LSTM = '7330.97', iTransformer = '7519.37', TSMixer = '7404.28', TSMixerx = '7462.26', PatchTST = '7420.89', RNN = '7398.85', GRU = '7436.14', TCN = '7408.15', BiTCN = '7431.14', DilatedRNN = '7340.45', MLP = '7432.55', DLinear = '7418.98', NLinear = '7415.28', TFT = '7464.61', StemGNN = '7555.64', MLPMultivariate = '7498.71', TiDE = '7417.44', DeepNPTS = '7535.0', y = '7387.5' WHERE ds = '2024-09-11 00:00:00'
|
||
2024-11-20 10:31:52,771 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-11 00:00:00', NHITS = '7430.97', Informer = '7491.05', LSTM = '7330.97', iTransformer = '7519.37', TSMixer = '7404.28', TSMixerx = '7462.26', PatchTST = '7420.89', RNN = '7398.85', GRU = '7436.14', TCN = '7408.15', BiTCN = '7431.14', DilatedRNN = '7340.45', MLP = '7432.55', DLinear = '7418.98', NLinear = '7415.28', TFT = '7464.61', StemGNN = '7555.64', MLPMultivariate = '7498.71', TiDE = '7417.44', DeepNPTS = '7535.0', y = '7387.5' WHERE ds = '2024-09-11 00:00:00'
|
||
2024-11-20 10:31:52,774 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-12 00:00:00', NHITS = '7398.0', Informer = '7478.74', LSTM = '7303.67', iTransformer = '7492.92', TSMixer = '7382.31', TSMixerx = '7444.67', PatchTST = '7391.09', RNN = '7382.94', GRU = '7411.65', TCN = '7396.88', BiTCN = '7397.14', DilatedRNN = '7313.15', MLP = '7402.38', DLinear = '7400.79', NLinear = '7386.94', TFT = '7448.76', StemGNN = '7545.54', MLPMultivariate = '7460.06', TiDE = '7395.3', DeepNPTS = '7475.01', y = '7380.0' WHERE ds = '2024-09-12 00:00:00'
|
||
2024-11-20 10:31:52,774 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-12 00:00:00', NHITS = '7398.0', Informer = '7478.74', LSTM = '7303.67', iTransformer = '7492.92', TSMixer = '7382.31', TSMixerx = '7444.67', PatchTST = '7391.09', RNN = '7382.94', GRU = '7411.65', TCN = '7396.88', BiTCN = '7397.14', DilatedRNN = '7313.15', MLP = '7402.38', DLinear = '7400.79', NLinear = '7386.94', TFT = '7448.76', StemGNN = '7545.54', MLPMultivariate = '7460.06', TiDE = '7395.3', DeepNPTS = '7475.01', y = '7380.0' WHERE ds = '2024-09-12 00:00:00'
|
||
2024-11-20 10:31:52,776 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-13 00:00:00', NHITS = '7388.71', Informer = '7460.03', LSTM = '7300.95', iTransformer = '7464.13', TSMixer = '7369.45', TSMixerx = '7424.93', PatchTST = '7380.86', RNN = '7379.25', GRU = '7411.88', TCN = '7392.85', BiTCN = '7374.15', DilatedRNN = '7309.57', MLP = '7382.1', DLinear = '7401.54', NLinear = '7385.04', TFT = '7438.55', StemGNN = '7535.68', MLPMultivariate = '7439.73', TiDE = '7384.62', DeepNPTS = '7442.51', y = '7395.0' WHERE ds = '2024-09-13 00:00:00'
|
||
2024-11-20 10:31:52,776 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-13 00:00:00', NHITS = '7388.71', Informer = '7460.03', LSTM = '7300.95', iTransformer = '7464.13', TSMixer = '7369.45', TSMixerx = '7424.93', PatchTST = '7380.86', RNN = '7379.25', GRU = '7411.88', TCN = '7392.85', BiTCN = '7374.15', DilatedRNN = '7309.57', MLP = '7382.1', DLinear = '7401.54', NLinear = '7385.04', TFT = '7438.55', StemGNN = '7535.68', MLPMultivariate = '7439.73', TiDE = '7384.62', DeepNPTS = '7442.51', y = '7395.0' WHERE ds = '2024-09-13 00:00:00'
|
||
2024-11-20 10:31:52,778 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-14 00:00:00', NHITS = '7403.95', Informer = '7464.0', LSTM = '7318.92', iTransformer = '7450.39', TSMixer = '7380.9', TSMixerx = '7417.35', PatchTST = '7390.87', RNN = '7396.28', GRU = '7429.07', TCN = '7406.03', BiTCN = '7371.11', DilatedRNN = '7327.5', MLP = '7375.1', DLinear = '7403.94', NLinear = '7403.98', TFT = '7435.49', StemGNN = '7527.23', MLPMultivariate = '7421.01', TiDE = '7393.19', DeepNPTS = '7422.53', y = '7375.0' WHERE ds = '2024-09-14 00:00:00'
|
||
2024-11-20 10:31:52,778 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-14 00:00:00', NHITS = '7403.95', Informer = '7464.0', LSTM = '7318.92', iTransformer = '7450.39', TSMixer = '7380.9', TSMixerx = '7417.35', PatchTST = '7390.87', RNN = '7396.28', GRU = '7429.07', TCN = '7406.03', BiTCN = '7371.11', DilatedRNN = '7327.5', MLP = '7375.1', DLinear = '7403.94', NLinear = '7403.98', TFT = '7435.49', StemGNN = '7527.23', MLPMultivariate = '7421.01', TiDE = '7393.19', DeepNPTS = '7422.53', y = '7375.0' WHERE ds = '2024-09-14 00:00:00'
|
||
2024-11-20 10:31:52,781 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-18 00:00:00', NHITS = '7378.25', Informer = '7450.51', LSTM = '7296.64', iTransformer = '7420.48', TSMixer = '7374.33', TSMixerx = '7397.35', PatchTST = '7365.31', RNN = '7369.65', GRU = '7403.89', TCN = '7405.31', BiTCN = '7367.04', DilatedRNN = '7307.74', MLP = '7352.11', DLinear = '7382.56', NLinear = '7384.77', TFT = '7418.46', StemGNN = '7518.24', MLPMultivariate = '7376.68', TiDE = '7382.2', DeepNPTS = '7412.61', y = '7342.5' WHERE ds = '2024-09-18 00:00:00'
|
||
2024-11-20 10:31:52,781 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-18 00:00:00', NHITS = '7378.25', Informer = '7450.51', LSTM = '7296.64', iTransformer = '7420.48', TSMixer = '7374.33', TSMixerx = '7397.35', PatchTST = '7365.31', RNN = '7369.65', GRU = '7403.89', TCN = '7405.31', BiTCN = '7367.04', DilatedRNN = '7307.74', MLP = '7352.11', DLinear = '7382.56', NLinear = '7384.77', TFT = '7418.46', StemGNN = '7518.24', MLPMultivariate = '7376.68', TiDE = '7382.2', DeepNPTS = '7412.61', y = '7342.5' WHERE ds = '2024-09-18 00:00:00'
|
||
2024-11-20 10:31:52,783 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-19 00:00:00', NHITS = '7345.8', Informer = '7424.07', LSTM = '7273.03', iTransformer = '7383.78', TSMixer = '7351.39', TSMixerx = '7367.71', PatchTST = '7348.02', RNN = '7343.67', GRU = '7377.78', TCN = '7405.74', BiTCN = '7364.49', DilatedRNN = '7286.64', MLP = '7340.79', DLinear = '7371.55', NLinear = '7346.23', TFT = '7404.98', StemGNN = '7508.11', MLPMultivariate = '7313.24', TiDE = '7357.08', DeepNPTS = '7392.25', y = '7325.0' WHERE ds = '2024-09-19 00:00:00'
|
||
2024-11-20 10:31:52,783 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-19 00:00:00', NHITS = '7345.8', Informer = '7424.07', LSTM = '7273.03', iTransformer = '7383.78', TSMixer = '7351.39', TSMixerx = '7367.71', PatchTST = '7348.02', RNN = '7343.67', GRU = '7377.78', TCN = '7405.74', BiTCN = '7364.49', DilatedRNN = '7286.64', MLP = '7340.79', DLinear = '7371.55', NLinear = '7346.23', TFT = '7404.98', StemGNN = '7508.11', MLPMultivariate = '7313.24', TiDE = '7357.08', DeepNPTS = '7392.25', y = '7325.0' WHERE ds = '2024-09-19 00:00:00'
|
||
2024-11-20 10:31:52,786 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-20 00:00:00', NHITS = '7331.34', Informer = '7411.4', LSTM = '7261.47', iTransformer = '7359.5', TSMixer = '7333.1', TSMixerx = '7352.78', PatchTST = '7340.24', RNN = '7332.29', GRU = '7366.28', TCN = '7407.88', BiTCN = '7366.1', DilatedRNN = '7275.0', MLP = '7339.29', DLinear = '7357.37', NLinear = '7336.36', TFT = '7381.77', StemGNN = '7497.51', MLPMultivariate = '7277.24', TiDE = '7337.64', DeepNPTS = '7389.01', y = '7340.0' WHERE ds = '2024-09-20 00:00:00'
|
||
2024-11-20 10:31:52,786 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-20 00:00:00', NHITS = '7331.34', Informer = '7411.4', LSTM = '7261.47', iTransformer = '7359.5', TSMixer = '7333.1', TSMixerx = '7352.78', PatchTST = '7340.24', RNN = '7332.29', GRU = '7366.28', TCN = '7407.88', BiTCN = '7366.1', DilatedRNN = '7275.0', MLP = '7339.29', DLinear = '7357.37', NLinear = '7336.36', TFT = '7381.77', StemGNN = '7497.51', MLPMultivariate = '7277.24', TiDE = '7337.64', DeepNPTS = '7389.01', y = '7340.0' WHERE ds = '2024-09-20 00:00:00'
|
||
2024-11-20 10:31:52,789 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-23 00:00:00', NHITS = '7350.17', Informer = '7409.47', LSTM = '7273.6', iTransformer = '7360.28', TSMixer = '7338.57', TSMixerx = '7354.65', PatchTST = '7355.94', RNN = '7342.36', GRU = '7383.53', TCN = '7413.67', BiTCN = '7372.86', DilatedRNN = '7285.44', MLP = '7350.24', DLinear = '7359.13', NLinear = '7346.39', TFT = '7390.63', StemGNN = '7488.3', MLPMultivariate = '7253.74', TiDE = '7336.25', DeepNPTS = '7363.92', y = '7310.0' WHERE ds = '2024-09-23 00:00:00'
|
||
2024-11-20 10:31:52,789 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-23 00:00:00', NHITS = '7350.17', Informer = '7409.47', LSTM = '7273.6', iTransformer = '7360.28', TSMixer = '7338.57', TSMixerx = '7354.65', PatchTST = '7355.94', RNN = '7342.36', GRU = '7383.53', TCN = '7413.67', BiTCN = '7372.86', DilatedRNN = '7285.44', MLP = '7350.24', DLinear = '7359.13', NLinear = '7346.39', TFT = '7390.63', StemGNN = '7488.3', MLPMultivariate = '7253.74', TiDE = '7336.25', DeepNPTS = '7363.92', y = '7310.0' WHERE ds = '2024-09-23 00:00:00'
|
||
2024-11-20 10:31:52,791 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-24 00:00:00', NHITS = '7334.33', Informer = '7387.52', LSTM = '7250.34', iTransformer = '7333.1', TSMixer = '7321.56', TSMixerx = '7341.2', PatchTST = '7323.07', RNN = '7313.94', GRU = '7351.58', TCN = '7405.47', BiTCN = '7369.32', DilatedRNN = '7258.87', MLP = '7332.21', DLinear = '7339.95', NLinear = '7319.59', TFT = '7372.23', StemGNN = '7478.05', MLPMultivariate = '7233.88', TiDE = '7309.53', DeepNPTS = '7330.44', y = '7280.0' WHERE ds = '2024-09-24 00:00:00'
|
||
2024-11-20 10:31:52,791 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-24 00:00:00', NHITS = '7334.33', Informer = '7387.52', LSTM = '7250.34', iTransformer = '7333.1', TSMixer = '7321.56', TSMixerx = '7341.2', PatchTST = '7323.07', RNN = '7313.94', GRU = '7351.58', TCN = '7405.47', BiTCN = '7369.32', DilatedRNN = '7258.87', MLP = '7332.21', DLinear = '7339.95', NLinear = '7319.59', TFT = '7372.23', StemGNN = '7478.05', MLPMultivariate = '7233.88', TiDE = '7309.53', DeepNPTS = '7330.44', y = '7280.0' WHERE ds = '2024-09-24 00:00:00'
|
||
2024-11-20 10:31:52,793 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-25 00:00:00', NHITS = '7331.68', Informer = '7358.95', LSTM = '7233.76', iTransformer = '7294.82', TSMixer = '7295.02', TSMixerx = '7325.46', PatchTST = '7313.92', RNN = '7295.67', GRU = '7333.57', TCN = '7389.7', BiTCN = '7358.18', DilatedRNN = '7239.93', MLP = '7329.29', DLinear = '7318.18', NLinear = '7284.22', TFT = '7352.1', StemGNN = '7466.86', MLPMultivariate = '7208.89', TiDE = '7292.13', DeepNPTS = '7300.88', y = '7315.0' WHERE ds = '2024-09-25 00:00:00'
|
||
2024-11-20 10:31:52,793 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-25 00:00:00', NHITS = '7331.68', Informer = '7358.95', LSTM = '7233.76', iTransformer = '7294.82', TSMixer = '7295.02', TSMixerx = '7325.46', PatchTST = '7313.92', RNN = '7295.67', GRU = '7333.57', TCN = '7389.7', BiTCN = '7358.18', DilatedRNN = '7239.93', MLP = '7329.29', DLinear = '7318.18', NLinear = '7284.22', TFT = '7352.1', StemGNN = '7466.86', MLPMultivariate = '7208.89', TiDE = '7292.13', DeepNPTS = '7300.88', y = '7315.0' WHERE ds = '2024-09-25 00:00:00'
|
||
2024-11-20 10:31:52,795 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-26 00:00:00', NHITS = '7383.23', Informer = '7354.28', LSTM = '7258.63', iTransformer = '7322.43', TSMixer = '7311.57', TSMixerx = '7337.57', PatchTST = '7346.59', RNN = '7334.2', GRU = '7368.18', TCN = '7395.19', BiTCN = '7360.13', DilatedRNN = '7262.58', MLP = '7348.37', DLinear = '7337.87', NLinear = '7321.63', TFT = '7365.79', StemGNN = '7457.88', MLPMultivariate = '7369.88', TiDE = '7315.96', DeepNPTS = '7309.91', y = '7310.0' WHERE ds = '2024-09-26 00:00:00'
|
||
2024-11-20 10:31:52,795 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-26 00:00:00', NHITS = '7383.23', Informer = '7354.28', LSTM = '7258.63', iTransformer = '7322.43', TSMixer = '7311.57', TSMixerx = '7337.57', PatchTST = '7346.59', RNN = '7334.2', GRU = '7368.18', TCN = '7395.19', BiTCN = '7360.13', DilatedRNN = '7262.58', MLP = '7348.37', DLinear = '7337.87', NLinear = '7321.63', TFT = '7365.79', StemGNN = '7457.88', MLPMultivariate = '7369.88', TiDE = '7315.96', DeepNPTS = '7309.91', y = '7310.0' WHERE ds = '2024-09-26 00:00:00'
|
||
2024-11-20 10:31:52,798 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-27 00:00:00', NHITS = '7395.39', Informer = '7342.84', LSTM = '7252.57', iTransformer = '7349.44', TSMixer = '7311.78', TSMixerx = '7332.55', PatchTST = '7328.61', RNN = '7316.26', GRU = '7355.87', TCN = '7383.46', BiTCN = '7355.37', DilatedRNN = '7250.85', MLP = '7333.29', DLinear = '7314.8', NLinear = '7318.06', TFT = '7363.19', StemGNN = '7449.12', MLPMultivariate = '7426.95', TiDE = '7307.61', DeepNPTS = '7323.36', y = '7310.0' WHERE ds = '2024-09-27 00:00:00'
|
||
2024-11-20 10:31:52,798 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-27 00:00:00', NHITS = '7395.39', Informer = '7342.84', LSTM = '7252.57', iTransformer = '7349.44', TSMixer = '7311.78', TSMixerx = '7332.55', PatchTST = '7328.61', RNN = '7316.26', GRU = '7355.87', TCN = '7383.46', BiTCN = '7355.37', DilatedRNN = '7250.85', MLP = '7333.29', DLinear = '7314.8', NLinear = '7318.06', TFT = '7363.19', StemGNN = '7449.12', MLPMultivariate = '7426.95', TiDE = '7307.61', DeepNPTS = '7323.36', y = '7310.0' WHERE ds = '2024-09-27 00:00:00'
|
||
2024-11-20 10:31:52,801 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-29 00:00:00', NHITS = '7404.69', Informer = '7328.01', LSTM = '7255.95', iTransformer = '7412.08', TSMixer = '7310.44', TSMixerx = '7339.92', PatchTST = '7335.89', RNN = '7322.03', GRU = '7360.7', TCN = '7391.28', BiTCN = '7348.53', DilatedRNN = '7255.08', MLP = '7324.23', DLinear = '7308.09', NLinear = '7314.78', TFT = '7356.94', StemGNN = '7440.11', MLPMultivariate = '7459.6', TiDE = '7314.78', DeepNPTS = '7323.36', y = '7365.0' WHERE ds = '2024-09-29 00:00:00'
|
||
2024-11-20 10:31:52,801 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-29 00:00:00', NHITS = '7404.69', Informer = '7328.01', LSTM = '7255.95', iTransformer = '7412.08', TSMixer = '7310.44', TSMixerx = '7339.92', PatchTST = '7335.89', RNN = '7322.03', GRU = '7360.7', TCN = '7391.28', BiTCN = '7348.53', DilatedRNN = '7255.08', MLP = '7324.23', DLinear = '7308.09', NLinear = '7314.78', TFT = '7356.94', StemGNN = '7440.11', MLPMultivariate = '7459.6', TiDE = '7314.78', DeepNPTS = '7323.36', y = '7365.0' WHERE ds = '2024-09-29 00:00:00'
|
||
2024-11-20 10:31:52,804 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-30 00:00:00', NHITS = '7426.12', Informer = '7341.11', LSTM = '7300.09', iTransformer = '7456.35', TSMixer = '7351.28', TSMixerx = '7360.36', PatchTST = '7371.79', RNN = '7386.81', GRU = '7413.94', TCN = '7423.46', BiTCN = '7354.23', DilatedRNN = '7305.8', MLP = '7350.79', DLinear = '7337.02', NLinear = '7372.67', TFT = '7375.01', StemGNN = '7433.62', MLPMultivariate = '7526.69', TiDE = '7362.78', DeepNPTS = '7362.27', y = '7420.0' WHERE ds = '2024-09-30 00:00:00'
|
||
2024-11-20 10:31:52,804 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-30 00:00:00', NHITS = '7426.12', Informer = '7341.11', LSTM = '7300.09', iTransformer = '7456.35', TSMixer = '7351.28', TSMixerx = '7360.36', PatchTST = '7371.79', RNN = '7386.81', GRU = '7413.94', TCN = '7423.46', BiTCN = '7354.23', DilatedRNN = '7305.8', MLP = '7350.79', DLinear = '7337.02', NLinear = '7372.67', TFT = '7375.01', StemGNN = '7433.62', MLPMultivariate = '7526.69', TiDE = '7362.78', DeepNPTS = '7362.27', y = '7420.0' WHERE ds = '2024-09-30 00:00:00'
|
||
2024-11-20 10:31:52,806 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-08 00:00:00', NHITS = '7406.37', Informer = '7396.05', LSTM = '7363.97', iTransformer = '7515.23', TSMixer = '7401.51', TSMixerx = '7391.97', PatchTST = '7409.69', RNN = '7428.8', GRU = '7463.3', TCN = '7450.62', BiTCN = '7382.85', DilatedRNN = '7368.46', MLP = '7376.8', DLinear = '7366.11', NLinear = '7426.31', TFT = '7404.72', StemGNN = '7429.4', MLPMultivariate = '7614.2', TiDE = '7412.17', DeepNPTS = '7419.09', y = '7602.5' WHERE ds = '2024-10-08 00:00:00'
|
||
2024-11-20 10:31:52,806 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-08 00:00:00', NHITS = '7406.37', Informer = '7396.05', LSTM = '7363.97', iTransformer = '7515.23', TSMixer = '7401.51', TSMixerx = '7391.97', PatchTST = '7409.69', RNN = '7428.8', GRU = '7463.3', TCN = '7450.62', BiTCN = '7382.85', DilatedRNN = '7368.46', MLP = '7376.8', DLinear = '7366.11', NLinear = '7426.31', TFT = '7404.72', StemGNN = '7429.4', MLPMultivariate = '7614.2', TiDE = '7412.17', DeepNPTS = '7419.09', y = '7602.5' WHERE ds = '2024-10-08 00:00:00'
|
||
2024-11-20 10:31:52,808 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-09 00:00:00', NHITS = '7577.33', Informer = '7574.57', LSTM = '7625.6', iTransformer = '7661.65', TSMixer = '7544.47', TSMixerx = '7607.6', PatchTST = '7631.74', RNN = '7679.46', GRU = '7699.37', TCN = '7713.1', BiTCN = '7580.36', DilatedRNN = '7635.88', MLP = '7586.54', DLinear = '7484.3', NLinear = '7607.45', TFT = '7604.1', StemGNN = '7429.48', MLPMultivariate = '7766.63', TiDE = '7573.71', DeepNPTS = '7602.24', y = '7602.5' WHERE ds = '2024-10-09 00:00:00'
|
||
2024-11-20 10:31:52,808 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-09 00:00:00', NHITS = '7577.33', Informer = '7574.57', LSTM = '7625.6', iTransformer = '7661.65', TSMixer = '7544.47', TSMixerx = '7607.6', PatchTST = '7631.74', RNN = '7679.46', GRU = '7699.37', TCN = '7713.1', BiTCN = '7580.36', DilatedRNN = '7635.88', MLP = '7586.54', DLinear = '7484.3', NLinear = '7607.45', TFT = '7604.1', StemGNN = '7429.48', MLPMultivariate = '7766.63', TiDE = '7573.71', DeepNPTS = '7602.24', y = '7602.5' WHERE ds = '2024-10-09 00:00:00'
|
||
2024-11-20 10:31:52,810 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-10 00:00:00', NHITS = '7576.0', Informer = '7601.33', LSTM = '7581.64', iTransformer = '7719.31', TSMixer = '7608.25', TSMixerx = '7677.35', PatchTST = '7632.34', RNN = '7639.99', GRU = '7633.43', TCN = '7766.71', BiTCN = '7661.03', DilatedRNN = '7634.72', MLP = '7640.36', DLinear = '7542.83', NLinear = '7609.24', TFT = '7617.74', StemGNN = '7429.69', MLPMultivariate = '7786.16', TiDE = '7604.18', DeepNPTS = '7602.37', y = '7585.0' WHERE ds = '2024-10-10 00:00:00'
|
||
2024-11-20 10:31:52,810 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-10 00:00:00', NHITS = '7576.0', Informer = '7601.33', LSTM = '7581.64', iTransformer = '7719.31', TSMixer = '7608.25', TSMixerx = '7677.35', PatchTST = '7632.34', RNN = '7639.99', GRU = '7633.43', TCN = '7766.71', BiTCN = '7661.03', DilatedRNN = '7634.72', MLP = '7640.36', DLinear = '7542.83', NLinear = '7609.24', TFT = '7617.74', StemGNN = '7429.69', MLPMultivariate = '7786.16', TiDE = '7604.18', DeepNPTS = '7602.37', y = '7585.0' WHERE ds = '2024-10-10 00:00:00'
|
||
2024-11-20 10:31:52,813 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-11 00:00:00', NHITS = '7631.65', Informer = '7624.48', LSTM = '7575.07', iTransformer = '7766.2', TSMixer = '7609.2', TSMixerx = '7714.27', PatchTST = '7629.44', RNN = '7599.98', GRU = '7624.22', TCN = '7788.7', BiTCN = '7691.29', DilatedRNN = '7618.88', MLP = '7651.66', DLinear = '7572.18', NLinear = '7587.86', TFT = '7623.61', StemGNN = '7429.71', MLPMultivariate = '7764.22', TiDE = '7600.31', DeepNPTS = '7584.85', y = '7575.0' WHERE ds = '2024-10-11 00:00:00'
|
||
2024-11-20 10:31:52,813 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-11 00:00:00', NHITS = '7631.65', Informer = '7624.48', LSTM = '7575.07', iTransformer = '7766.2', TSMixer = '7609.2', TSMixerx = '7714.27', PatchTST = '7629.44', RNN = '7599.98', GRU = '7624.22', TCN = '7788.7', BiTCN = '7691.29', DilatedRNN = '7618.88', MLP = '7651.66', DLinear = '7572.18', NLinear = '7587.86', TFT = '7623.61', StemGNN = '7429.71', MLPMultivariate = '7764.22', TiDE = '7600.31', DeepNPTS = '7584.85', y = '7575.0' WHERE ds = '2024-10-11 00:00:00'
|
||
2024-11-20 10:31:52,815 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-12 00:00:00', NHITS = '7653.07', Informer = '7598.33', LSTM = '7548.5', iTransformer = '7847.1', TSMixer = '7585.18', TSMixerx = '7706.53', PatchTST = '7607.08', RNN = '7603.88', GRU = '7602.92', TCN = '7740.27', BiTCN = '7700.39', DilatedRNN = '7589.1', MLP = '7663.18', DLinear = '7571.87', NLinear = '7574.65', TFT = '7629.57', StemGNN = '7429.59', MLPMultivariate = '7716.69', TiDE = '7568.07', DeepNPTS = '7574.84', y = '7576.67' WHERE ds = '2024-10-12 00:00:00'
|
||
2024-11-20 10:31:52,815 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-12 00:00:00', NHITS = '7653.07', Informer = '7598.33', LSTM = '7548.5', iTransformer = '7847.1', TSMixer = '7585.18', TSMixerx = '7706.53', PatchTST = '7607.08', RNN = '7603.88', GRU = '7602.92', TCN = '7740.27', BiTCN = '7700.39', DilatedRNN = '7589.1', MLP = '7663.18', DLinear = '7571.87', NLinear = '7574.65', TFT = '7629.57', StemGNN = '7429.59', MLPMultivariate = '7716.69', TiDE = '7568.07', DeepNPTS = '7574.84', y = '7576.67' WHERE ds = '2024-10-12 00:00:00'
|
||
2024-11-20 10:31:52,819 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-14 00:00:00', NHITS = '7691.78', Informer = '7608.75', LSTM = '7548.03', iTransformer = '7871.49', TSMixer = '7552.13', TSMixerx = '7690.78', PatchTST = '7583.72', RNN = '7553.81', GRU = '7607.37', TCN = '7730.31', BiTCN = '7696.8', DilatedRNN = '7583.52', MLP = '7677.65', DLinear = '7557.6', NLinear = '7562.15', TFT = '7651.37', StemGNN = '7429.44', MLPMultivariate = '7670.88', TiDE = '7546.73', DeepNPTS = '7576.1', y = '7565.0' WHERE ds = '2024-10-14 00:00:00'
|
||
2024-11-20 10:31:52,819 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-14 00:00:00', NHITS = '7691.78', Informer = '7608.75', LSTM = '7548.03', iTransformer = '7871.49', TSMixer = '7552.13', TSMixerx = '7690.78', PatchTST = '7583.72', RNN = '7553.81', GRU = '7607.37', TCN = '7730.31', BiTCN = '7696.8', DilatedRNN = '7583.52', MLP = '7677.65', DLinear = '7557.6', NLinear = '7562.15', TFT = '7651.37', StemGNN = '7429.44', MLPMultivariate = '7670.88', TiDE = '7546.73', DeepNPTS = '7576.1', y = '7565.0' WHERE ds = '2024-10-14 00:00:00'
|
||
2024-11-20 10:31:52,821 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-15 00:00:00', NHITS = '7639.02', Informer = '7604.74', LSTM = '7524.41', iTransformer = '7792.94', TSMixer = '7538.07', TSMixerx = '7647.37', PatchTST = '7550.89', RNN = '7554.31', GRU = '7587.3', TCN = '7702.48', BiTCN = '7678.15', DilatedRNN = '7562.07', MLP = '7640.33', DLinear = '7526.24', NLinear = '7536.04', TFT = '7653.55', StemGNN = '7429.02', MLPMultivariate = '7615.24', TiDE = '7536.11', DeepNPTS = '7564.45', y = '7527.5' WHERE ds = '2024-10-15 00:00:00'
|
||
2024-11-20 10:31:52,821 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-15 00:00:00', NHITS = '7639.02', Informer = '7604.74', LSTM = '7524.41', iTransformer = '7792.94', TSMixer = '7538.07', TSMixerx = '7647.37', PatchTST = '7550.89', RNN = '7554.31', GRU = '7587.3', TCN = '7702.48', BiTCN = '7678.15', DilatedRNN = '7562.07', MLP = '7640.33', DLinear = '7526.24', NLinear = '7536.04', TFT = '7653.55', StemGNN = '7429.02', MLPMultivariate = '7615.24', TiDE = '7536.11', DeepNPTS = '7564.45', y = '7527.5' WHERE ds = '2024-10-15 00:00:00'
|
||
2024-11-20 10:31:52,824 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-16 00:00:00', NHITS = '7560.16', Informer = '7584.03', LSTM = '7472.19', iTransformer = '7524.15', TSMixer = '7510.13', TSMixerx = '7557.71', PatchTST = '7500.61', RNN = '7525.6', GRU = '7538.71', TCN = '7580.69', BiTCN = '7620.62', DilatedRNN = '7490.21', MLP = '7571.23', DLinear = '7510.21', NLinear = '7483.04', TFT = '7574.04', StemGNN = '7427.96', MLPMultivariate = '7569.48', TiDE = '7510.9', DeepNPTS = '7522.37', y = '7477.5' WHERE ds = '2024-10-16 00:00:00'
|
||
2024-11-20 10:31:52,824 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-16 00:00:00', NHITS = '7560.16', Informer = '7584.03', LSTM = '7472.19', iTransformer = '7524.15', TSMixer = '7510.13', TSMixerx = '7557.71', PatchTST = '7500.61', RNN = '7525.6', GRU = '7538.71', TCN = '7580.69', BiTCN = '7620.62', DilatedRNN = '7490.21', MLP = '7571.23', DLinear = '7510.21', NLinear = '7483.04', TFT = '7574.04', StemGNN = '7427.96', MLPMultivariate = '7569.48', TiDE = '7510.9', DeepNPTS = '7522.37', y = '7477.5' WHERE ds = '2024-10-16 00:00:00'
|
||
2024-11-20 10:31:52,826 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-17 00:00:00', NHITS = '7497.05', Informer = '7571.56', LSTM = '7406.36', iTransformer = '7436.05', TSMixer = '7462.23', TSMixerx = '7506.3', PatchTST = '7433.55', RNN = '7466.97', GRU = '7484.21', TCN = '7495.48', BiTCN = '7551.6', DilatedRNN = '7417.59', MLP = '7502.19', DLinear = '7486.54', NLinear = '7451.01', TFT = '7481.14', StemGNN = '7425.86', MLPMultivariate = '7531.56', TiDE = '7464.61', DeepNPTS = '7505.66', y = '7467.5' WHERE ds = '2024-10-17 00:00:00'
|
||
2024-11-20 10:31:52,826 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-17 00:00:00', NHITS = '7497.05', Informer = '7571.56', LSTM = '7406.36', iTransformer = '7436.05', TSMixer = '7462.23', TSMixerx = '7506.3', PatchTST = '7433.55', RNN = '7466.97', GRU = '7484.21', TCN = '7495.48', BiTCN = '7551.6', DilatedRNN = '7417.59', MLP = '7502.19', DLinear = '7486.54', NLinear = '7451.01', TFT = '7481.14', StemGNN = '7425.86', MLPMultivariate = '7531.56', TiDE = '7464.61', DeepNPTS = '7505.66', y = '7467.5' WHERE ds = '2024-10-17 00:00:00'
|
||
2024-11-20 10:31:52,829 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-18 00:00:00', NHITS = '7485.83', Informer = '7576.53', LSTM = '7400.38', iTransformer = '7405.13', TSMixer = '7439.71', TSMixerx = '7492.0', PatchTST = '7417.06', RNN = '7460.72', GRU = '7487.02', TCN = '7473.88', BiTCN = '7503.86', DilatedRNN = '7368.89', MLP = '7465.12', DLinear = '7435.8', NLinear = '7465.36', TFT = '7460.77', StemGNN = '7423.55', MLPMultivariate = '7513.17', TiDE = '7448.06', DeepNPTS = '7457.38', y = '7370.0' WHERE ds = '2024-10-18 00:00:00'
|
||
2024-11-20 10:31:52,829 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-18 00:00:00', NHITS = '7485.83', Informer = '7576.53', LSTM = '7400.38', iTransformer = '7405.13', TSMixer = '7439.71', TSMixerx = '7492.0', PatchTST = '7417.06', RNN = '7460.72', GRU = '7487.02', TCN = '7473.88', BiTCN = '7503.86', DilatedRNN = '7368.89', MLP = '7465.12', DLinear = '7435.8', NLinear = '7465.36', TFT = '7460.77', StemGNN = '7423.55', MLPMultivariate = '7513.17', TiDE = '7448.06', DeepNPTS = '7457.38', y = '7370.0' WHERE ds = '2024-10-18 00:00:00'
|
||
2024-11-20 10:31:52,831 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-21 00:00:00', NHITS = '7344.19', Informer = '7448.06', LSTM = '7278.98', iTransformer = '7367.94', TSMixer = '7369.4', TSMixerx = '7422.88', PatchTST = '7311.05', RNN = '7344.49', GRU = '7375.82', TCN = '7434.49', BiTCN = '7406.12', DilatedRNN = '7267.31', MLP = '7378.31', DLinear = '7359.09', NLinear = '7361.07', TFT = '7360.86', StemGNN = '7418.39', MLPMultivariate = '7455.82', TiDE = '7359.83', DeepNPTS = '7457.08', y = '7362.5' WHERE ds = '2024-10-21 00:00:00'
|
||
2024-11-20 10:31:52,831 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-21 00:00:00', NHITS = '7344.19', Informer = '7448.06', LSTM = '7278.98', iTransformer = '7367.94', TSMixer = '7369.4', TSMixerx = '7422.88', PatchTST = '7311.05', RNN = '7344.49', GRU = '7375.82', TCN = '7434.49', BiTCN = '7406.12', DilatedRNN = '7267.31', MLP = '7378.31', DLinear = '7359.09', NLinear = '7361.07', TFT = '7360.86', StemGNN = '7418.39', MLPMultivariate = '7455.82', TiDE = '7359.83', DeepNPTS = '7457.08', y = '7362.5' WHERE ds = '2024-10-21 00:00:00'
|
||
2024-11-20 10:31:52,834 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-22 00:00:00', NHITS = '7325.96', Informer = '7412.3', LSTM = '7285.18', iTransformer = '7351.41', TSMixer = '7343.75', TSMixerx = '7341.76', PatchTST = '7318.72', RNN = '7356.17', GRU = '7398.84', TCN = '7424.42', BiTCN = '7348.14', DilatedRNN = '7270.19', MLP = '7359.63', DLinear = '7331.88', NLinear = '7344.37', TFT = '7359.19', StemGNN = '7413.08', MLPMultivariate = '7435.49', TiDE = '7339.82', DeepNPTS = '7498.96', y = '7346.67' WHERE ds = '2024-10-22 00:00:00'
|
||
2024-11-20 10:31:52,834 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-22 00:00:00', NHITS = '7325.96', Informer = '7412.3', LSTM = '7285.18', iTransformer = '7351.41', TSMixer = '7343.75', TSMixerx = '7341.76', PatchTST = '7318.72', RNN = '7356.17', GRU = '7398.84', TCN = '7424.42', BiTCN = '7348.14', DilatedRNN = '7270.19', MLP = '7359.63', DLinear = '7331.88', NLinear = '7344.37', TFT = '7359.19', StemGNN = '7413.08', MLPMultivariate = '7435.49', TiDE = '7339.82', DeepNPTS = '7498.96', y = '7346.67' WHERE ds = '2024-10-22 00:00:00'
|
||
2024-11-20 10:31:52,837 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-23 00:00:00', NHITS = '7300.58', Informer = '7353.2', LSTM = '7269.19', iTransformer = '7345.42', TSMixer = '7330.7', TSMixerx = '7285.19', PatchTST = '7316.86', RNN = '7347.0', GRU = '7376.53', TCN = '7407.48', BiTCN = '7302.48', DilatedRNN = '7257.8', MLP = '7344.1', DLinear = '7307.03', NLinear = '7315.78', TFT = '7345.47', StemGNN = '7407.29', MLPMultivariate = '7416.71', TiDE = '7328.57', DeepNPTS = '7479.02', y = '7357.5' WHERE ds = '2024-10-23 00:00:00'
|
||
2024-11-20 10:31:52,837 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-23 00:00:00', NHITS = '7300.58', Informer = '7353.2', LSTM = '7269.19', iTransformer = '7345.42', TSMixer = '7330.7', TSMixerx = '7285.19', PatchTST = '7316.86', RNN = '7347.0', GRU = '7376.53', TCN = '7407.48', BiTCN = '7302.48', DilatedRNN = '7257.8', MLP = '7344.1', DLinear = '7307.03', NLinear = '7315.78', TFT = '7345.47', StemGNN = '7407.29', MLPMultivariate = '7416.71', TiDE = '7328.57', DeepNPTS = '7479.02', y = '7357.5' WHERE ds = '2024-10-23 00:00:00'
|
||
2024-11-20 10:31:52,839 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-24 00:00:00', NHITS = '7327.36', Informer = '7330.89', LSTM = '7282.53', iTransformer = '7334.39', TSMixer = '7335.02', TSMixerx = '7320.17', PatchTST = '7344.86', RNN = '7348.92', GRU = '7396.87', TCN = '7389.91', BiTCN = '7289.94', DilatedRNN = '7275.05', MLP = '7332.82', DLinear = '7332.66', NLinear = '7343.01', TFT = '7344.94', StemGNN = '7401.82', MLPMultivariate = '7432.15', TiDE = '7340.73', DeepNPTS = '7461.51', y = '7352.5' WHERE ds = '2024-10-24 00:00:00'
|
||
2024-11-20 10:31:52,839 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-24 00:00:00', NHITS = '7327.36', Informer = '7330.89', LSTM = '7282.53', iTransformer = '7334.39', TSMixer = '7335.02', TSMixerx = '7320.17', PatchTST = '7344.86', RNN = '7348.92', GRU = '7396.87', TCN = '7389.91', BiTCN = '7289.94', DilatedRNN = '7275.05', MLP = '7332.82', DLinear = '7332.66', NLinear = '7343.01', TFT = '7344.94', StemGNN = '7401.82', MLPMultivariate = '7432.15', TiDE = '7340.73', DeepNPTS = '7461.51', y = '7352.5' WHERE ds = '2024-10-24 00:00:00'
|
||
2024-11-20 10:31:52,842 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-25 00:00:00', NHITS = '7343.94', Informer = '7307.17', LSTM = '7278.58', iTransformer = '7353.38', TSMixer = '7347.83', TSMixerx = '7335.72', PatchTST = '7367.26', RNN = '7362.14', GRU = '7388.07', TCN = '7392.13', BiTCN = '7273.09', DilatedRNN = '7271.2', MLP = '7327.52', DLinear = '7320.14', NLinear = '7359.31', TFT = '7334.4', StemGNN = '7396.39', MLPMultivariate = '7461.64', TiDE = '7356.27', DeepNPTS = '7405.27', y = '7372.5' WHERE ds = '2024-10-25 00:00:00'
|
||
2024-11-20 10:31:52,842 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-25 00:00:00', NHITS = '7343.94', Informer = '7307.17', LSTM = '7278.58', iTransformer = '7353.38', TSMixer = '7347.83', TSMixerx = '7335.72', PatchTST = '7367.26', RNN = '7362.14', GRU = '7388.07', TCN = '7392.13', BiTCN = '7273.09', DilatedRNN = '7271.2', MLP = '7327.52', DLinear = '7320.14', NLinear = '7359.31', TFT = '7334.4', StemGNN = '7396.39', MLPMultivariate = '7461.64', TiDE = '7356.27', DeepNPTS = '7405.27', y = '7372.5' WHERE ds = '2024-10-25 00:00:00'
|
||
2024-11-20 10:31:52,844 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-28 00:00:00', NHITS = '7348.35', Informer = '7346.41', LSTM = '7299.95', iTransformer = '7382.28', TSMixer = '7373.17', TSMixerx = '7332.05', PatchTST = '7394.25', RNN = '7378.33', GRU = '7413.72', TCN = '7409.43', BiTCN = '7278.91', DilatedRNN = '7304.22', MLP = '7355.17', DLinear = '7345.4', NLinear = '7380.76', TFT = '7341.12', StemGNN = '7391.81', MLPMultivariate = '7485.78', TiDE = '7385.35', DeepNPTS = '7352.0', y = '7373.33' WHERE ds = '2024-10-28 00:00:00'
|
||
2024-11-20 10:31:52,844 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-28 00:00:00', NHITS = '7348.35', Informer = '7346.41', LSTM = '7299.95', iTransformer = '7382.28', TSMixer = '7373.17', TSMixerx = '7332.05', PatchTST = '7394.25', RNN = '7378.33', GRU = '7413.72', TCN = '7409.43', BiTCN = '7278.91', DilatedRNN = '7304.22', MLP = '7355.17', DLinear = '7345.4', NLinear = '7380.76', TFT = '7341.12', StemGNN = '7391.81', MLPMultivariate = '7485.78', TiDE = '7385.35', DeepNPTS = '7352.0', y = '7373.33' WHERE ds = '2024-10-28 00:00:00'
|
||
2024-11-20 10:31:52,846 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-29 00:00:00', NHITS = '7362.26', Informer = '7347.62', LSTM = '7299.38', iTransformer = '7403.71', TSMixer = '7382.63', TSMixerx = '7372.1', PatchTST = '7388.31', RNN = '7376.75', GRU = '7408.46', TCN = '7425.13', BiTCN = '7307.02', DilatedRNN = '7317.3', MLP = '7360.51', DLinear = '7394.13', NLinear = '7388.48', TFT = '7339.41', StemGNN = '7387.2', MLPMultivariate = '7506.54', TiDE = '7374.2', DeepNPTS = '7368.01', y = '7380.0' WHERE ds = '2024-10-29 00:00:00'
|
||
2024-11-20 10:31:52,846 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-29 00:00:00', NHITS = '7362.26', Informer = '7347.62', LSTM = '7299.38', iTransformer = '7403.71', TSMixer = '7382.63', TSMixerx = '7372.1', PatchTST = '7388.31', RNN = '7376.75', GRU = '7408.46', TCN = '7425.13', BiTCN = '7307.02', DilatedRNN = '7317.3', MLP = '7360.51', DLinear = '7394.13', NLinear = '7388.48', TFT = '7339.41', StemGNN = '7387.2', MLPMultivariate = '7506.54', TiDE = '7374.2', DeepNPTS = '7368.01', y = '7380.0' WHERE ds = '2024-10-29 00:00:00'
|
||
2024-11-20 10:31:52,849 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-30 00:00:00', NHITS = '7368.73', Informer = '7372.31', LSTM = '7309.24', iTransformer = '7410.82', TSMixer = '7385.75', TSMixerx = '7428.36', PatchTST = '7376.78', RNN = '7383.46', GRU = '7418.25', TCN = '7445.98', BiTCN = '7354.4', DilatedRNN = '7342.89', MLP = '7363.36', DLinear = '7410.4', NLinear = '7387.01', TFT = '7346.05', StemGNN = '7383.02', MLPMultivariate = '7505.69', TiDE = '7359.37', DeepNPTS = '7437.75', y = '7330.0' WHERE ds = '2024-10-30 00:00:00'
|
||
2024-11-20 10:31:52,849 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-30 00:00:00', NHITS = '7368.73', Informer = '7372.31', LSTM = '7309.24', iTransformer = '7410.82', TSMixer = '7385.75', TSMixerx = '7428.36', PatchTST = '7376.78', RNN = '7383.46', GRU = '7418.25', TCN = '7445.98', BiTCN = '7354.4', DilatedRNN = '7342.89', MLP = '7363.36', DLinear = '7410.4', NLinear = '7387.01', TFT = '7346.05', StemGNN = '7383.02', MLPMultivariate = '7505.69', TiDE = '7359.37', DeepNPTS = '7437.75', y = '7330.0' WHERE ds = '2024-10-30 00:00:00'
|
||
2024-11-20 10:31:52,852 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-31 00:00:00', NHITS = '7311.11', Informer = '7337.7', LSTM = '7264.33', iTransformer = '7417.51', TSMixer = '7354.56', TSMixerx = '7416.21', PatchTST = '7295.6', RNN = '7331.68', GRU = '7363.08', TCN = '7446.37', BiTCN = '7349.71', DilatedRNN = '7310.97', MLP = '7345.95', DLinear = '7400.75', NLinear = '7339.24', TFT = '7304.52', StemGNN = '7377.33', MLPMultivariate = '7490.8', TiDE = '7331.52', DeepNPTS = '7393.39', y = '7340.0' WHERE ds = '2024-10-31 00:00:00'
|
||
2024-11-20 10:31:52,852 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-10-31 00:00:00', NHITS = '7311.11', Informer = '7337.7', LSTM = '7264.33', iTransformer = '7417.51', TSMixer = '7354.56', TSMixerx = '7416.21', PatchTST = '7295.6', RNN = '7331.68', GRU = '7363.08', TCN = '7446.37', BiTCN = '7349.71', DilatedRNN = '7310.97', MLP = '7345.95', DLinear = '7400.75', NLinear = '7339.24', TFT = '7304.52', StemGNN = '7377.33', MLPMultivariate = '7490.8', TiDE = '7331.52', DeepNPTS = '7393.39', y = '7340.0' WHERE ds = '2024-10-31 00:00:00'
|
||
2024-11-20 10:31:52,855 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-01 00:00:00', NHITS = '7325.45', Informer = '7340.67', LSTM = '7277.19', iTransformer = '7403.85', TSMixer = '7350.09', TSMixerx = '7391.7', PatchTST = '7325.08', RNN = '7346.34', GRU = '7386.1', TCN = '7448.67', BiTCN = '7361.61', DilatedRNN = '7319.58', MLP = '7370.1', DLinear = '7385.94', NLinear = '7339.78', TFT = '7319.82', StemGNN = '7372.31', MLPMultivariate = '7485.72', TiDE = '7337.9', DeepNPTS = '7388.84', y = '7363.33' WHERE ds = '2024-11-01 00:00:00'
|
||
2024-11-20 10:31:52,855 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-01 00:00:00', NHITS = '7325.45', Informer = '7340.67', LSTM = '7277.19', iTransformer = '7403.85', TSMixer = '7350.09', TSMixerx = '7391.7', PatchTST = '7325.08', RNN = '7346.34', GRU = '7386.1', TCN = '7448.67', BiTCN = '7361.61', DilatedRNN = '7319.58', MLP = '7370.1', DLinear = '7385.94', NLinear = '7339.78', TFT = '7319.82', StemGNN = '7372.31', MLPMultivariate = '7485.72', TiDE = '7337.9', DeepNPTS = '7388.84', y = '7363.33' WHERE ds = '2024-11-01 00:00:00'
|
||
2024-11-20 10:31:52,857 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-04 00:00:00', NHITS = '7380.95', Informer = '7383.65', LSTM = '7292.43', iTransformer = '7383.24', TSMixer = '7362.64', TSMixerx = '7391.41', PatchTST = '7347.38', RNN = '7368.79', GRU = '7402.84', TCN = '7453.22', BiTCN = '7370.16', DilatedRNN = '7335.67', MLP = '7402.01', DLinear = '7359.02', NLinear = '7359.95', TFT = '7345.06', StemGNN = '7368.38', MLPMultivariate = '7497.59', TiDE = '7359.38', DeepNPTS = '7382.9', y = '7360.0' WHERE ds = '2024-11-04 00:00:00'
|
||
2024-11-20 10:31:52,857 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-04 00:00:00', NHITS = '7380.95', Informer = '7383.65', LSTM = '7292.43', iTransformer = '7383.24', TSMixer = '7362.64', TSMixerx = '7391.41', PatchTST = '7347.38', RNN = '7368.79', GRU = '7402.84', TCN = '7453.22', BiTCN = '7370.16', DilatedRNN = '7335.67', MLP = '7402.01', DLinear = '7359.02', NLinear = '7359.95', TFT = '7345.06', StemGNN = '7368.38', MLPMultivariate = '7497.59', TiDE = '7359.38', DeepNPTS = '7382.9', y = '7360.0' WHERE ds = '2024-11-04 00:00:00'
|
||
2024-11-20 10:31:52,860 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-05 00:00:00', NHITS = '7384.76', Informer = '7385.63', LSTM = '7289.12', iTransformer = '7346.33', TSMixer = '7359.37', TSMixerx = '7429.52', PatchTST = '7351.29', RNN = '7355.62', GRU = '7396.87', TCN = '7454.93', BiTCN = '7371.16', DilatedRNN = '7325.31', MLP = '7409.42', DLinear = '7374.6', NLinear = '7372.07', TFT = '7351.83', StemGNN = '7364.63', MLPMultivariate = '7481.09', TiDE = '7351.21', DeepNPTS = '7367.23', y = '7357.5' WHERE ds = '2024-11-05 00:00:00'
|
||
2024-11-20 10:31:52,860 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-05 00:00:00', NHITS = '7384.76', Informer = '7385.63', LSTM = '7289.12', iTransformer = '7346.33', TSMixer = '7359.37', TSMixerx = '7429.52', PatchTST = '7351.29', RNN = '7355.62', GRU = '7396.87', TCN = '7454.93', BiTCN = '7371.16', DilatedRNN = '7325.31', MLP = '7409.42', DLinear = '7374.6', NLinear = '7372.07', TFT = '7351.83', StemGNN = '7364.63', MLPMultivariate = '7481.09', TiDE = '7351.21', DeepNPTS = '7367.23', y = '7357.5' WHERE ds = '2024-11-05 00:00:00'
|
||
2024-11-20 10:31:52,862 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-06 00:00:00', NHITS = '7372.14', Informer = '7355.21', LSTM = '7288.76', iTransformer = '7314.96', TSMixer = '7358.52', TSMixerx = '7411.56', PatchTST = '7351.78', RNN = '7368.22', GRU = '7396.45', TCN = '7452.88', BiTCN = '7354.85', DilatedRNN = '7322.02', MLP = '7400.71', DLinear = '7361.08', NLinear = '7378.69', TFT = '7358.67', StemGNN = '7361.11', MLPMultivariate = '7474.57', TiDE = '7344.45', DeepNPTS = '7366.55', y = '7383.33' WHERE ds = '2024-11-06 00:00:00'
|
||
2024-11-20 10:31:52,862 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-06 00:00:00', NHITS = '7372.14', Informer = '7355.21', LSTM = '7288.76', iTransformer = '7314.96', TSMixer = '7358.52', TSMixerx = '7411.56', PatchTST = '7351.78', RNN = '7368.22', GRU = '7396.45', TCN = '7452.88', BiTCN = '7354.85', DilatedRNN = '7322.02', MLP = '7400.71', DLinear = '7361.08', NLinear = '7378.69', TFT = '7358.67', StemGNN = '7361.11', MLPMultivariate = '7474.57', TiDE = '7344.45', DeepNPTS = '7366.55', y = '7383.33' WHERE ds = '2024-11-06 00:00:00'
|
||
2024-11-20 10:31:52,865 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-07 00:00:00', NHITS = '7394.49', Informer = '7360.17', LSTM = '7314.98', iTransformer = '7313.69', TSMixer = '7372.23', TSMixerx = '7396.45', PatchTST = '7372.83', RNN = '7393.67', GRU = '7424.33', TCN = '7451.24', BiTCN = '7358.23', DilatedRNN = '7334.24', MLP = '7417.74', DLinear = '7365.87', NLinear = '7401.06', TFT = '7365.66', StemGNN = '7359.13', MLPMultivariate = '7468.38', TiDE = '7365.83', DeepNPTS = '7385.99', y = '7366.67' WHERE ds = '2024-11-07 00:00:00'
|
||
2024-11-20 10:31:52,865 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-07 00:00:00', NHITS = '7394.49', Informer = '7360.17', LSTM = '7314.98', iTransformer = '7313.69', TSMixer = '7372.23', TSMixerx = '7396.45', PatchTST = '7372.83', RNN = '7393.67', GRU = '7424.33', TCN = '7451.24', BiTCN = '7358.23', DilatedRNN = '7334.24', MLP = '7417.74', DLinear = '7365.87', NLinear = '7401.06', TFT = '7365.66', StemGNN = '7359.13', MLPMultivariate = '7468.38', TiDE = '7365.83', DeepNPTS = '7385.99', y = '7366.67' WHERE ds = '2024-11-07 00:00:00'
|
||
2024-11-20 10:31:52,868 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-08 00:00:00', NHITS = '7367.07', Informer = '7340.66', LSTM = '7293.82', iTransformer = '7316.41', TSMixer = '7367.46', TSMixerx = '7382.51', PatchTST = '7359.92', RNN = '7362.61', GRU = '7398.7', TCN = '7438.23', BiTCN = '7354.98', DilatedRNN = '7304.15', MLP = '7401.83', DLinear = '7383.2', NLinear = '7376.13', TFT = '7365.23', StemGNN = '7357.25', MLPMultivariate = '7458.3', TiDE = '7358.59', DeepNPTS = '7369.13', y = '7383.33' WHERE ds = '2024-11-08 00:00:00'
|
||
2024-11-20 10:31:52,868 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-08 00:00:00', NHITS = '7367.07', Informer = '7340.66', LSTM = '7293.82', iTransformer = '7316.41', TSMixer = '7367.46', TSMixerx = '7382.51', PatchTST = '7359.92', RNN = '7362.61', GRU = '7398.7', TCN = '7438.23', BiTCN = '7354.98', DilatedRNN = '7304.15', MLP = '7401.83', DLinear = '7383.2', NLinear = '7376.13', TFT = '7365.23', StemGNN = '7357.25', MLPMultivariate = '7458.3', TiDE = '7358.59', DeepNPTS = '7369.13', y = '7383.33' WHERE ds = '2024-11-08 00:00:00'
|
||
2024-11-20 10:31:52,870 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-11 00:00:00', NHITS = '7385.33', Informer = '7367.98', LSTM = '7315.88', iTransformer = '7312.9', TSMixer = '7378.33', TSMixerx = '7404.64', PatchTST = '7387.22', RNN = '7388.8', GRU = '7424.18', TCN = '7437.92', BiTCN = '7365.14', DilatedRNN = '7305.25', MLP = '7419.91', DLinear = '7362.62', NLinear = '7385.12', TFT = '7370.33', StemGNN = '7356.28', MLPMultivariate = '7474.63', TiDE = '7378.79', DeepNPTS = '7380.81', y = '7340.0' WHERE ds = '2024-11-11 00:00:00'
|
||
2024-11-20 10:31:52,870 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-11 00:00:00', NHITS = '7385.33', Informer = '7367.98', LSTM = '7315.88', iTransformer = '7312.9', TSMixer = '7378.33', TSMixerx = '7404.64', PatchTST = '7387.22', RNN = '7388.8', GRU = '7424.18', TCN = '7437.92', BiTCN = '7365.14', DilatedRNN = '7305.25', MLP = '7419.91', DLinear = '7362.62', NLinear = '7385.12', TFT = '7370.33', StemGNN = '7356.28', MLPMultivariate = '7474.63', TiDE = '7378.79', DeepNPTS = '7380.81', y = '7340.0' WHERE ds = '2024-11-11 00:00:00'
|
||
2024-11-20 10:31:52,873 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-12 00:00:00', NHITS = '7348.61', Informer = '7291.9', LSTM = '7270.91', iTransformer = '7276.3', TSMixer = '7360.35', TSMixerx = '7418.77', PatchTST = '7340.51', RNN = '7341.66', GRU = '7370.75', TCN = '7421.61', BiTCN = '7353.11', DilatedRNN = '7263.97', MLP = '7401.87', DLinear = '7368.74', NLinear = '7336.24', TFT = '7330.87', StemGNN = '7354.22', MLPMultivariate = '7450.79', TiDE = '7358.86', DeepNPTS = '7365.14', y = '7306.67' WHERE ds = '2024-11-12 00:00:00'
|
||
2024-11-20 10:31:52,873 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-12 00:00:00', NHITS = '7348.61', Informer = '7291.9', LSTM = '7270.91', iTransformer = '7276.3', TSMixer = '7360.35', TSMixerx = '7418.77', PatchTST = '7340.51', RNN = '7341.66', GRU = '7370.75', TCN = '7421.61', BiTCN = '7353.11', DilatedRNN = '7263.97', MLP = '7401.87', DLinear = '7368.74', NLinear = '7336.24', TFT = '7330.87', StemGNN = '7354.22', MLPMultivariate = '7450.79', TiDE = '7358.86', DeepNPTS = '7365.14', y = '7306.67' WHERE ds = '2024-11-12 00:00:00'
|
||
2024-11-20 10:31:52,876 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-13 00:00:00', NHITS = '7332.29', Informer = '7268.64', LSTM = '7251.3', iTransformer = '7254.86', TSMixer = '7321.8', TSMixerx = '7370.7', PatchTST = '7316.54', RNN = '7309.23', GRU = '7352.06', TCN = '7407.6', BiTCN = '7345.42', DilatedRNN = '7241.63', MLP = '7403.21', DLinear = '7337.77', NLinear = '7293.72', TFT = '7283.12', StemGNN = '7351.63', MLPMultivariate = '7422.7', TiDE = '7318.66', DeepNPTS = '7366.33', y = '7323.33' WHERE ds = '2024-11-13 00:00:00'
|
||
2024-11-20 10:31:52,876 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-13 00:00:00', NHITS = '7332.29', Informer = '7268.64', LSTM = '7251.3', iTransformer = '7254.86', TSMixer = '7321.8', TSMixerx = '7370.7', PatchTST = '7316.54', RNN = '7309.23', GRU = '7352.06', TCN = '7407.6', BiTCN = '7345.42', DilatedRNN = '7241.63', MLP = '7403.21', DLinear = '7337.77', NLinear = '7293.72', TFT = '7283.12', StemGNN = '7351.63', MLPMultivariate = '7422.7', TiDE = '7318.66', DeepNPTS = '7366.33', y = '7323.33' WHERE ds = '2024-11-13 00:00:00'
|
||
2024-11-20 10:31:52,879 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-14 00:00:00', NHITS = '7344.44', Informer = '7272.3', LSTM = '7257.76', iTransformer = '7244.21', TSMixer = '7333.12', TSMixerx = '7360.61', PatchTST = '7371.92', RNN = '7303.81', GRU = '7360.68', TCN = '7413.77', BiTCN = '7340.82', DilatedRNN = '7254.99', MLP = '7417.81', DLinear = '7357.29', NLinear = '7319.99', TFT = '7274.54', StemGNN = '7348.14', MLPMultivariate = '7390.92', TiDE = '7325.41', DeepNPTS = '7400.55', y = '7353.33' WHERE ds = '2024-11-14 00:00:00'
|
||
2024-11-20 10:31:52,879 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-14 00:00:00', NHITS = '7344.44', Informer = '7272.3', LSTM = '7257.76', iTransformer = '7244.21', TSMixer = '7333.12', TSMixerx = '7360.61', PatchTST = '7371.92', RNN = '7303.81', GRU = '7360.68', TCN = '7413.77', BiTCN = '7340.82', DilatedRNN = '7254.99', MLP = '7417.81', DLinear = '7357.29', NLinear = '7319.99', TFT = '7274.54', StemGNN = '7348.14', MLPMultivariate = '7390.92', TiDE = '7325.41', DeepNPTS = '7400.55', y = '7353.33' WHERE ds = '2024-11-14 00:00:00'
|
||
2024-11-20 10:31:52,881 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-15 00:00:00', NHITS = '7319.74', Informer = '7273.8', LSTM = '7268.91', iTransformer = '7230.74', TSMixer = '7333.59', TSMixerx = '7348.71', PatchTST = '7348.61', RNN = '7284.0', GRU = '7349.73', TCN = '7441.16', BiTCN = '7343.64', DilatedRNN = '7265.12', MLP = '7418.84', DLinear = '7321.15', NLinear = '7309.22', TFT = '7271.93', StemGNN = '7337.24', MLPMultivariate = '7383.45', TiDE = '7336.21', DeepNPTS = '7391.44', y = '7393.33' WHERE ds = '2024-11-15 00:00:00'
|
||
2024-11-20 10:31:52,881 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-15 00:00:00', NHITS = '7319.74', Informer = '7273.8', LSTM = '7268.91', iTransformer = '7230.74', TSMixer = '7333.59', TSMixerx = '7348.71', PatchTST = '7348.61', RNN = '7284.0', GRU = '7349.73', TCN = '7441.16', BiTCN = '7343.64', DilatedRNN = '7265.12', MLP = '7418.84', DLinear = '7321.15', NLinear = '7309.22', TFT = '7271.93', StemGNN = '7337.24', MLPMultivariate = '7383.45', TiDE = '7336.21', DeepNPTS = '7391.44', y = '7393.33' WHERE ds = '2024-11-15 00:00:00'
|
||
2024-11-20 10:31:52,885 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-18 00:00:00', NHITS = '7317.36', Informer = '7293.89', LSTM = '7282.1', iTransformer = '7208.8', TSMixer = '7330.95', TSMixerx = '7366.03', PatchTST = '7319.87', RNN = '7297.49', GRU = '7368.11', TCN = '7442.79', BiTCN = '7338.93', DilatedRNN = '7287.87', MLP = '7411.82', DLinear = '7370.53', NLinear = '7321.93', TFT = '7272.12', StemGNN = '7360.05', MLPMultivariate = '7365.12', TiDE = '7326.46', DeepNPTS = '7397.05', y = '7363.33' WHERE ds = '2024-11-18 00:00:00'
|
||
2024-11-20 10:31:52,885 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-18 00:00:00', NHITS = '7317.36', Informer = '7293.89', LSTM = '7282.1', iTransformer = '7208.8', TSMixer = '7330.95', TSMixerx = '7366.03', PatchTST = '7319.87', RNN = '7297.49', GRU = '7368.11', TCN = '7442.79', BiTCN = '7338.93', DilatedRNN = '7287.87', MLP = '7411.82', DLinear = '7370.53', NLinear = '7321.93', TFT = '7272.12', StemGNN = '7360.05', MLPMultivariate = '7365.12', TiDE = '7326.46', DeepNPTS = '7397.05', y = '7363.33' WHERE ds = '2024-11-18 00:00:00'
|
||
2024-11-20 10:31:52,888 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-19 00:00:00', NHITS = '7307.74', Informer = '7295.89', LSTM = '7310.31', iTransformer = '7191.16', TSMixer = '7332.0', TSMixerx = '7325.75', PatchTST = '7319.12', RNN = '7335.5', GRU = '7371.58', TCN = '7436.03', BiTCN = '7333.44', DilatedRNN = '7305.78', MLP = '7369.13', DLinear = '7344.6', NLinear = '7332.86', TFT = '7272.76', StemGNN = '7349.71', MLPMultivariate = '7334.35', TiDE = '7334.74', DeepNPTS = '7399.99', y = '7370.0' WHERE ds = '2024-11-19 00:00:00'
|
||
2024-11-20 10:31:52,888 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-19 00:00:00', NHITS = '7307.74', Informer = '7295.89', LSTM = '7310.31', iTransformer = '7191.16', TSMixer = '7332.0', TSMixerx = '7325.75', PatchTST = '7319.12', RNN = '7335.5', GRU = '7371.58', TCN = '7436.03', BiTCN = '7333.44', DilatedRNN = '7305.78', MLP = '7369.13', DLinear = '7344.6', NLinear = '7332.86', TFT = '7272.76', StemGNN = '7349.71', MLPMultivariate = '7334.35', TiDE = '7334.74', DeepNPTS = '7399.99', y = '7370.0' WHERE ds = '2024-11-19 00:00:00'
|
||
2024-11-20 10:31:52,890 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-20 00:00:00', NHITS = '7337.59', Informer = '7316.53', LSTM = '7313.05', iTransformer = '7342.47', TSMixer = '7344.39', TSMixerx = '7306.89', PatchTST = '7350.64', RNN = '7378.3', GRU = '7405.32', TCN = '7418.54', BiTCN = '7321.07', DilatedRNN = '7320.57', MLP = '7338.04', DLinear = '7387.81', NLinear = '7361.4', TFT = '7362.29', StemGNN = '7351.25', MLPMultivariate = '7331.53', TiDE = '7354.71', DeepNPTS = '7376.74', y = 'nan' WHERE ds = '2024-11-20 00:00:00'
|
||
2024-11-20 10:31:52,890 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-20 00:00:00', NHITS = '7337.59', Informer = '7316.53', LSTM = '7313.05', iTransformer = '7342.47', TSMixer = '7344.39', TSMixerx = '7306.89', PatchTST = '7350.64', RNN = '7378.3', GRU = '7405.32', TCN = '7418.54', BiTCN = '7321.07', DilatedRNN = '7320.57', MLP = '7338.04', DLinear = '7387.81', NLinear = '7361.4', TFT = '7362.29', StemGNN = '7351.25', MLPMultivariate = '7331.53', TiDE = '7354.71', DeepNPTS = '7376.74', y = 'nan' WHERE ds = '2024-11-20 00:00:00'
|
||
2024-11-20 10:31:52,893 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-21 00:00:00', NHITS = '7317.17', Informer = '7307.52', LSTM = '7316.97', iTransformer = '7328.65', TSMixer = '7332.21', TSMixerx = '7313.82', PatchTST = '7338.19', RNN = '7370.33', GRU = '7411.06', TCN = '7428.94', BiTCN = '7317.81', DilatedRNN = '7327.25', MLP = '7336.69', DLinear = '7338.95', NLinear = '7351.55', TFT = '7367.47', StemGNN = '7347.77', MLPMultivariate = '7312.24', TiDE = '7317.22', DeepNPTS = '7363.68', y = 'nan' WHERE ds = '2024-11-21 00:00:00'
|
||
2024-11-20 10:31:52,893 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-21 00:00:00', NHITS = '7317.17', Informer = '7307.52', LSTM = '7316.97', iTransformer = '7328.65', TSMixer = '7332.21', TSMixerx = '7313.82', PatchTST = '7338.19', RNN = '7370.33', GRU = '7411.06', TCN = '7428.94', BiTCN = '7317.81', DilatedRNN = '7327.25', MLP = '7336.69', DLinear = '7338.95', NLinear = '7351.55', TFT = '7367.47', StemGNN = '7347.77', MLPMultivariate = '7312.24', TiDE = '7317.22', DeepNPTS = '7363.68', y = 'nan' WHERE ds = '2024-11-21 00:00:00'
|
||
2024-11-20 10:31:52,896 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-22 00:00:00', NHITS = '7297.24', Informer = '7303.13', LSTM = '7326.41', iTransformer = '7326.86', TSMixer = '7312.23', TSMixerx = '7317.62', PatchTST = '7323.69', RNN = '7346.49', GRU = '7403.67', TCN = '7445.02', BiTCN = '7312.61', DilatedRNN = '7330.36', MLP = '7338.74', DLinear = '7334.72', NLinear = '7364.72', TFT = '7364.16', StemGNN = '7336.86', MLPMultivariate = '7308.51', TiDE = '7293.33', DeepNPTS = '7345.68', y = 'nan' WHERE ds = '2024-11-22 00:00:00'
|
||
2024-11-20 10:31:52,896 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-22 00:00:00', NHITS = '7297.24', Informer = '7303.13', LSTM = '7326.41', iTransformer = '7326.86', TSMixer = '7312.23', TSMixerx = '7317.62', PatchTST = '7323.69', RNN = '7346.49', GRU = '7403.67', TCN = '7445.02', BiTCN = '7312.61', DilatedRNN = '7330.36', MLP = '7338.74', DLinear = '7334.72', NLinear = '7364.72', TFT = '7364.16', StemGNN = '7336.86', MLPMultivariate = '7308.51', TiDE = '7293.33', DeepNPTS = '7345.68', y = 'nan' WHERE ds = '2024-11-22 00:00:00'
|
||
2024-11-20 10:31:52,899 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-25 00:00:00', NHITS = '7303.15', Informer = '7296.9', LSTM = '7344.72', iTransformer = '7335.47', TSMixer = '7295.32', TSMixerx = '7333.21', PatchTST = '7318.15', RNN = '7358.58', GRU = '7420.51', TCN = '7441.58', BiTCN = '7302.02', DilatedRNN = '7356.28', MLP = '7322.75', DLinear = '7303.17', NLinear = '7395.47', TFT = '7359.94', StemGNN = '7359.68', MLPMultivariate = '7302.15', TiDE = '7295.56', DeepNPTS = '7386.05', y = 'nan' WHERE ds = '2024-11-25 00:00:00'
|
||
2024-11-20 10:31:52,899 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-25 00:00:00', NHITS = '7303.15', Informer = '7296.9', LSTM = '7344.72', iTransformer = '7335.47', TSMixer = '7295.32', TSMixerx = '7333.21', PatchTST = '7318.15', RNN = '7358.58', GRU = '7420.51', TCN = '7441.58', BiTCN = '7302.02', DilatedRNN = '7356.28', MLP = '7322.75', DLinear = '7303.17', NLinear = '7395.47', TFT = '7359.94', StemGNN = '7359.68', MLPMultivariate = '7302.15', TiDE = '7295.56', DeepNPTS = '7386.05', y = 'nan' WHERE ds = '2024-11-25 00:00:00'
|
||
2024-11-20 10:31:52,902 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-26 00:00:00', NHITS = '7291.95', Informer = '7311.98', LSTM = '7373.82', iTransformer = '7342.08', TSMixer = '7280.39', TSMixerx = '7364.26', PatchTST = '7291.85', RNN = '7386.51', GRU = '7420.56', TCN = '7449.44', BiTCN = '7294.83', DilatedRNN = '7374.35', MLP = '7319.28', DLinear = '7310.3', NLinear = '7329.59', TFT = '7357.71', StemGNN = '7349.34', MLPMultivariate = '7286.71', TiDE = '7291.14', DeepNPTS = '7341.73', y = 'nan' WHERE ds = '2024-11-26 00:00:00'
|
||
2024-11-20 10:31:52,902 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-11-26 00:00:00', NHITS = '7291.95', Informer = '7311.98', LSTM = '7373.82', iTransformer = '7342.08', TSMixer = '7280.39', TSMixerx = '7364.26', PatchTST = '7291.85', RNN = '7386.51', GRU = '7420.56', TCN = '7449.44', BiTCN = '7294.83', DilatedRNN = '7374.35', MLP = '7319.28', DLinear = '7310.3', NLinear = '7329.59', TFT = '7357.71', StemGNN = '7349.34', MLPMultivariate = '7286.71', TiDE = '7291.14', DeepNPTS = '7341.73', y = 'nan' WHERE ds = '2024-11-26 00:00:00'
|
||
2024-11-20 10:32:58,889 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx
|
||
2024-11-20 10:32:58,889 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx
|
||
2024-11-20 10:32:58,891 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date
|
||
2024-11-20 10:32:58,891 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date
|
||
2024-11-20 10:33:27,560 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354)
|
||
2024-11-20 10:33:27,560 - my_logger - INFO - 删除两月不更新特征前数据量：(2516, 354)
|
||
2024-11-20 10:33:27,959 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314)
|
||
2024-11-20 10:33:27,959 - my_logger - INFO - 删除两月不更新特征后数据量：(2516, 314)
|
||
2024-11-20 10:33:27,962 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314)
|
||
2024-11-20 10:33:27,962 - my_logger - INFO - 删除预测列为空值的行后数据量：(772, 314)
|
||
2024-11-20 10:33:27,964 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314)
|
||
2024-11-20 10:33:27,964 - my_logger - INFO - 删除全为空值的列后数据量：(772, 314)
|
||
2024-11-20 10:33:29,779 - my_logger - INFO - 日度(218) 6天(1) 周度(93) 84天(1)
|
||
0 PP主力收盘价拟合残差/丙烷 CP M1 BOPP开工率(隆众)同差 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜
|
||
1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周）
|
||
2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周）
|
||
3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周）
|
||
4 煤制聚丙烯利润 PP看空情绪指数环差
|
||
.. ... ... ... ...
|
||
213 PE期货收盘价
|
||
214 PP连续-1月
|
||
215 PP连续-5月
|
||
216 PP连续-9月
|
||
217 y
|
||
|
||
[218 rows x 4 columns]
|
||
2024-11-20 10:33:29,779 - my_logger - INFO - 日度(218) 6天(1) 周度(93) 84天(1)
|
||
0 PP主力收盘价拟合残差/丙烷 CP M1 BOPP开工率(隆众)同差 PE注塑开工率/周 中国：华东地区：市场平均价：BOPP厚光膜
|
||
1 华南聚丙烯基差（折盘面收盘价） PP：看跌比例：中国（周）
|
||
2 华北聚丙烯基差（折盘面收盘价） PP：看平比例：中国（周）
|
||
3 华东聚丙烯基差（折盘面收盘价） PP：看升比例：中国（周）
|
||
4 煤制聚丙烯利润 PP看空情绪指数环差
|
||
.. ... ... ... ...
|
||
213 PE期货收盘价
|
||
214 PP连续-1月
|
||
215 PP连续-5月
|
||
216 PP连续-9月
|
||
217 y
|
||
|
||
[218 rows x 4 columns]
|
||
2024-11-20 10:33:29,807 - my_logger - INFO - 特征信息：总共有311个,日度(218),6天(1),周度(93),84天(1), 详看 附1、特征列表
|
||
数据特征工程：
|
||
1. 数据日期排序，新日期在最后
|
||
2. 删除空列，特征数据列没有值，就删除
|
||
3. 删除近两月不再更新值的指标
|
||
4. 非日度数据填充为日度数据，填充规则：
|
||
-- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
|
||
-- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
|
||
数据特征相关性分析：
|
||
|
||
2024-11-20 10:33:29,807 - my_logger - INFO - 特征信息：总共有311个,日度(218),6天(1),周度(93),84天(1), 详看 附1、特征列表
|
||
数据特征工程：
|
||
1. 数据日期排序，新日期在最后
|
||
2. 删除空列，特征数据列没有值，就删除
|
||
3. 删除近两月不再更新值的指标
|
||
4. 非日度数据填充为日度数据，填充规则：
|
||
-- 向后填充，举例：假设周五出现一个周度指标数据，那么在这之前的数据用上周五的数据
|
||
-- 向前填充，举例：采集数据开始日期为2018年1月1日，那么周度数据可能是2018年1月3日，那么3日的数据向前填充，使1日2日都有数值
|
||
数据特征相关性分析：
|
||
|
||
2024-11-20 10:33:29,809 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-20 10:33:29,809 - my_logger - INFO - ********************************************************************************************************************************************************************************************************
|
||
2024-11-20 10:33:30,543 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00'
|
||
2024-11-20 10:33:30,543 - my_logger - INFO - 更新数据sqlUPDATE trueandpredict SET ds = '2024-11-19 00:00:00', y = '7370.0' WHERE ds = '2024-11-19 00:00:00'
|
||
2024-11-20 10:33:30,545 - my_logger - INFO - 开始训练模型...
|
||
2024-11-20 10:33:30,545 - my_logger - INFO - 开始训练模型...
|
||
2024-11-20 10:33:30,546 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 10:33:30,546 - my_logger - INFO - 模型训练完成
|
||
2024-11-20 10:33:30,547 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 10:33:30,547 - my_logger - INFO - 训练数据绘图ing
|
||
2024-11-20 10:33:31,338 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-01-30 00:00:00', NHITS = '7314.25', Informer = '7335.76', LSTM = '7255.32', iTransformer = '7375.61', TSMixer = '7296.98', TSMixerx = '7304.24', PatchTST = '7288.53', RNN = '7316.8', GRU = '7357.77', TCN = '7406.36', BiTCN = '7330.32', DilatedRNN = '7284.31', MLP = '7336.16', DLinear = '7282.57', NLinear = '7305.31', TFT = '7289.84', StemGNN = '7306.12', MLPMultivariate = '7295.54', TiDE = '7297.12', DeepNPTS = '7304.88', y = '7315.0' WHERE ds = '2024-01-30 00:00:00'
|
||
2024-11-20 10:33:31,338 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-01-30 00:00:00', NHITS = '7314.25', Informer = '7335.76', LSTM = '7255.32', iTransformer = '7375.61', TSMixer = '7296.98', TSMixerx = '7304.24', PatchTST = '7288.53', RNN = '7316.8', GRU = '7357.77', TCN = '7406.36', BiTCN = '7330.32', DilatedRNN = '7284.31', MLP = '7336.16', DLinear = '7282.57', NLinear = '7305.31', TFT = '7289.84', StemGNN = '7306.12', MLPMultivariate = '7295.54', TiDE = '7297.12', DeepNPTS = '7304.88', y = '7315.0' WHERE ds = '2024-01-30 00:00:00'
|
||
2024-11-20 10:33:31,341 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-01-31 00:00:00', NHITS = '7313.85', Informer = '7333.85', LSTM = '7260.27', iTransformer = '7376.32', TSMixer = '7306.93', TSMixerx = '7303.91', PatchTST = '7291.97', RNN = '7327.11', GRU = '7364.25', TCN = '7409.82', BiTCN = '7340.18', DilatedRNN = '7298.74', MLP = '7321.85', DLinear = '7294.2', NLinear = '7298.47', TFT = '7302.1', StemGNN = '7304.55', MLPMultivariate = '7299.61', TiDE = '7302.49', DeepNPTS = '7313.87', y = '7302.5' WHERE ds = '2024-01-31 00:00:00'
|
||
2024-11-20 10:33:31,341 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-01-31 00:00:00', NHITS = '7313.85', Informer = '7333.85', LSTM = '7260.27', iTransformer = '7376.32', TSMixer = '7306.93', TSMixerx = '7303.91', PatchTST = '7291.97', RNN = '7327.11', GRU = '7364.25', TCN = '7409.82', BiTCN = '7340.18', DilatedRNN = '7298.74', MLP = '7321.85', DLinear = '7294.2', NLinear = '7298.47', TFT = '7302.1', StemGNN = '7304.55', MLPMultivariate = '7299.61', TiDE = '7302.49', DeepNPTS = '7313.87', y = '7302.5' WHERE ds = '2024-01-31 00:00:00'
|
||
2024-11-20 10:33:31,344 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-01 00:00:00', NHITS = '7297.0', Informer = '7335.21', LSTM = '7250.98', iTransformer = '7385.46', TSMixer = '7298.8', TSMixerx = '7304.56', PatchTST = '7284.13', RNN = '7314.06', GRU = '7351.66', TCN = '7406.99', BiTCN = '7334.74', DilatedRNN = '7290.45', MLP = '7319.52', DLinear = '7291.02', NLinear = '7287.84', TFT = '7290.86', StemGNN = '7303.42', MLPMultivariate = '7300.2', TiDE = '7301.71', DeepNPTS = '7297.39', y = '7275.0' WHERE ds = '2024-02-01 00:00:00'
|
||
2024-11-20 10:33:31,344 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-01 00:00:00', NHITS = '7297.0', Informer = '7335.21', LSTM = '7250.98', iTransformer = '7385.46', TSMixer = '7298.8', TSMixerx = '7304.56', PatchTST = '7284.13', RNN = '7314.06', GRU = '7351.66', TCN = '7406.99', BiTCN = '7334.74', DilatedRNN = '7290.45', MLP = '7319.52', DLinear = '7291.02', NLinear = '7287.84', TFT = '7290.86', StemGNN = '7303.42', MLPMultivariate = '7300.2', TiDE = '7301.71', DeepNPTS = '7297.39', y = '7275.0' WHERE ds = '2024-02-01 00:00:00'
|
||
2024-11-20 10:33:31,346 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-02 00:00:00', NHITS = '7275.51', Informer = '7314.77', LSTM = '7233.06', iTransformer = '7349.83', TSMixer = '7272.41', TSMixerx = '7282.94', PatchTST = '7263.86', RNN = '7294.73', GRU = '7330.68', TCN = '7395.3', BiTCN = '7306.72', DilatedRNN = '7260.65', MLP = '7289.64', DLinear = '7278.71', NLinear = '7262.57', TFT = '7266.32', StemGNN = '7300.92', MLPMultivariate = '7272.72', TiDE = '7280.73', DeepNPTS = '7271.37', y = '7242.5' WHERE ds = '2024-02-02 00:00:00'
|
||
2024-11-20 10:33:31,346 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-02 00:00:00', NHITS = '7275.51', Informer = '7314.77', LSTM = '7233.06', iTransformer = '7349.83', TSMixer = '7272.41', TSMixerx = '7282.94', PatchTST = '7263.86', RNN = '7294.73', GRU = '7330.68', TCN = '7395.3', BiTCN = '7306.72', DilatedRNN = '7260.65', MLP = '7289.64', DLinear = '7278.71', NLinear = '7262.57', TFT = '7266.32', StemGNN = '7300.92', MLPMultivariate = '7272.72', TiDE = '7280.73', DeepNPTS = '7271.37', y = '7242.5' WHERE ds = '2024-02-02 00:00:00'
|
||
2024-11-20 10:33:31,349 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-04 00:00:00', NHITS = '7236.79', Informer = '7273.36', LSTM = '7212.67', iTransformer = '7264.81', TSMixer = '7239.09', TSMixerx = '7232.82', PatchTST = '7228.47', RNN = '7267.82', GRU = '7308.6', TCN = '7378.92', BiTCN = '7271.96', DilatedRNN = '7228.76', MLP = '7248.22', DLinear = '7249.75', NLinear = '7245.09', TFT = '7227.47', StemGNN = '7297.04', MLPMultivariate = '7210.26', TiDE = '7249.74', DeepNPTS = '7287.39', y = '7240.0' WHERE ds = '2024-02-04 00:00:00'
|
||
2024-11-20 10:33:31,349 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-04 00:00:00', NHITS = '7236.79', Informer = '7273.36', LSTM = '7212.67', iTransformer = '7264.81', TSMixer = '7239.09', TSMixerx = '7232.82', PatchTST = '7228.47', RNN = '7267.82', GRU = '7308.6', TCN = '7378.92', BiTCN = '7271.96', DilatedRNN = '7228.76', MLP = '7248.22', DLinear = '7249.75', NLinear = '7245.09', TFT = '7227.47', StemGNN = '7297.04', MLPMultivariate = '7210.26', TiDE = '7249.74', DeepNPTS = '7287.39', y = '7240.0' WHERE ds = '2024-02-04 00:00:00'
|
||
2024-11-20 10:33:31,352 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-05 00:00:00', NHITS = '7237.9', Informer = '7254.36', LSTM = '7211.69', iTransformer = '7215.08', TSMixer = '7225.67', TSMixerx = '7197.03', PatchTST = '7226.16', RNN = '7266.29', GRU = '7310.45', TCN = '7374.66', BiTCN = '7241.34', DilatedRNN = '7223.16', MLP = '7238.12', DLinear = '7228.83', NLinear = '7231.89', TFT = '7224.25', StemGNN = '7292.84', MLPMultivariate = '7185.72', TiDE = '7230.67', DeepNPTS = '7307.89', y = '7227.5' WHERE ds = '2024-02-05 00:00:00'
|
||
2024-11-20 10:33:31,352 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-05 00:00:00', NHITS = '7237.9', Informer = '7254.36', LSTM = '7211.69', iTransformer = '7215.08', TSMixer = '7225.67', TSMixerx = '7197.03', PatchTST = '7226.16', RNN = '7266.29', GRU = '7310.45', TCN = '7374.66', BiTCN = '7241.34', DilatedRNN = '7223.16', MLP = '7238.12', DLinear = '7228.83', NLinear = '7231.89', TFT = '7224.25', StemGNN = '7292.84', MLPMultivariate = '7185.72', TiDE = '7230.67', DeepNPTS = '7307.89', y = '7227.5' WHERE ds = '2024-02-05 00:00:00'
|
||
2024-11-20 10:33:31,355 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-06 00:00:00', NHITS = '7224.19', Informer = '7245.77', LSTM = '7203.25', iTransformer = '7200.75', TSMixer = '7215.03', TSMixerx = '7174.85', PatchTST = '7206.81', RNN = '7257.77', GRU = '7300.49', TCN = '7369.7', BiTCN = '7214.12', DilatedRNN = '7210.87', MLP = '7217.43', DLinear = '7212.0', NLinear = '7214.21', TFT = '7214.99', StemGNN = '7288.06', MLPMultivariate = '7159.48', TiDE = '7215.9', DeepNPTS = '7300.92', y = '7246.67' WHERE ds = '2024-02-06 00:00:00'
|
||
2024-11-20 10:33:31,355 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-06 00:00:00', NHITS = '7224.19', Informer = '7245.77', LSTM = '7203.25', iTransformer = '7200.75', TSMixer = '7215.03', TSMixerx = '7174.85', PatchTST = '7206.81', RNN = '7257.77', GRU = '7300.49', TCN = '7369.7', BiTCN = '7214.12', DilatedRNN = '7210.87', MLP = '7217.43', DLinear = '7212.0', NLinear = '7214.21', TFT = '7214.99', StemGNN = '7288.06', MLPMultivariate = '7159.48', TiDE = '7215.9', DeepNPTS = '7300.92', y = '7246.67' WHERE ds = '2024-02-06 00:00:00'
|
||
2024-11-20 10:33:31,357 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-07 00:00:00', NHITS = '7237.08', Informer = '7241.63', LSTM = '7216.83', iTransformer = '7221.2', TSMixer = '7226.42', TSMixerx = '7222.58', PatchTST = '7234.44', RNN = '7277.5', GRU = '7317.63', TCN = '7377.89', BiTCN = '7198.22', DilatedRNN = '7229.34', MLP = '7228.86', DLinear = '7227.31', NLinear = '7229.82', TFT = '7221.54', StemGNN = '7284.15', MLPMultivariate = '7172.75', TiDE = '7230.4', DeepNPTS = '7282.88', y = '7255.0' WHERE ds = '2024-02-07 00:00:00'
|
||
2024-11-20 10:33:31,357 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-07 00:00:00', NHITS = '7237.08', Informer = '7241.63', LSTM = '7216.83', iTransformer = '7221.2', TSMixer = '7226.42', TSMixerx = '7222.58', PatchTST = '7234.44', RNN = '7277.5', GRU = '7317.63', TCN = '7377.89', BiTCN = '7198.22', DilatedRNN = '7229.34', MLP = '7228.86', DLinear = '7227.31', NLinear = '7229.82', TFT = '7221.54', StemGNN = '7284.15', MLPMultivariate = '7172.75', TiDE = '7230.4', DeepNPTS = '7282.88', y = '7255.0' WHERE ds = '2024-02-07 00:00:00'
|
||
2024-11-20 10:33:31,360 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-08 00:00:00', NHITS = '7249.03', Informer = '7225.22', LSTM = '7221.61', iTransformer = '7236.65', TSMixer = '7242.4', TSMixerx = '7235.89', PatchTST = '7252.49', RNN = '7285.7', GRU = '7321.4', TCN = '7382.84', BiTCN = '7189.21', DilatedRNN = '7239.06', MLP = '7239.93', DLinear = '7231.63', NLinear = '7251.7', TFT = '7236.11', StemGNN = '7280.63', MLPMultivariate = '7193.89', TiDE = '7252.08', DeepNPTS = '7254.66', y = '7270.0' WHERE ds = '2024-02-08 00:00:00'
|
||
2024-11-20 10:33:31,360 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-08 00:00:00', NHITS = '7249.03', Informer = '7225.22', LSTM = '7221.61', iTransformer = '7236.65', TSMixer = '7242.4', TSMixerx = '7235.89', PatchTST = '7252.49', RNN = '7285.7', GRU = '7321.4', TCN = '7382.84', BiTCN = '7189.21', DilatedRNN = '7239.06', MLP = '7239.93', DLinear = '7231.63', NLinear = '7251.7', TFT = '7236.11', StemGNN = '7280.63', MLPMultivariate = '7193.89', TiDE = '7252.08', DeepNPTS = '7254.66', y = '7270.0' WHERE ds = '2024-02-08 00:00:00'
|
||
2024-11-20 10:33:31,363 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-18 00:00:00', NHITS = '7257.58', Informer = '7232.66', LSTM = '7232.76', iTransformer = '7247.51', TSMixer = '7258.08', TSMixerx = '7252.65', PatchTST = '7269.86', RNN = '7295.25', GRU = '7334.03', TCN = '7388.26', BiTCN = '7192.33', DilatedRNN = '7253.86', MLP = '7251.03', DLinear = '7230.31', NLinear = '7268.39', TFT = '7263.02', StemGNN = '7278.08', MLPMultivariate = '7215.18', TiDE = '7272.44', DeepNPTS = '7244.53', y = '7336.67' WHERE ds = '2024-02-18 00:00:00'
|
||
2024-11-20 10:33:31,363 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-18 00:00:00', NHITS = '7257.58', Informer = '7232.66', LSTM = '7232.76', iTransformer = '7247.51', TSMixer = '7258.08', TSMixerx = '7252.65', PatchTST = '7269.86', RNN = '7295.25', GRU = '7334.03', TCN = '7388.26', BiTCN = '7192.33', DilatedRNN = '7253.86', MLP = '7251.03', DLinear = '7230.31', NLinear = '7268.39', TFT = '7263.02', StemGNN = '7278.08', MLPMultivariate = '7215.18', TiDE = '7272.44', DeepNPTS = '7244.53', y = '7336.67' WHERE ds = '2024-02-18 00:00:00'
|
||
2024-11-20 10:33:31,365 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-19 00:00:00', NHITS = '7329.8', Informer = '7284.9', LSTM = '7279.87', iTransformer = '7271.41', TSMixer = '7312.25', TSMixerx = '7328.12', PatchTST = '7333.28', RNN = '7359.55', GRU = '7391.84', TCN = '7412.85', BiTCN = '7285.85', DilatedRNN = '7321.05', MLP = '7295.19', DLinear = '7280.82', NLinear = '7344.06', TFT = '7349.32', StemGNN = '7277.16', MLPMultivariate = '7268.04', TiDE = '7323.31', DeepNPTS = '7273.12', y = '7350.0' WHERE ds = '2024-02-19 00:00:00'
|
||
2024-11-20 10:33:31,365 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-19 00:00:00', NHITS = '7329.8', Informer = '7284.9', LSTM = '7279.87', iTransformer = '7271.41', TSMixer = '7312.25', TSMixerx = '7328.12', PatchTST = '7333.28', RNN = '7359.55', GRU = '7391.84', TCN = '7412.85', BiTCN = '7285.85', DilatedRNN = '7321.05', MLP = '7295.19', DLinear = '7280.82', NLinear = '7344.06', TFT = '7349.32', StemGNN = '7277.16', MLPMultivariate = '7268.04', TiDE = '7323.31', DeepNPTS = '7273.12', y = '7350.0' WHERE ds = '2024-02-19 00:00:00'
|
||
2024-11-20 10:33:31,368 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-20 00:00:00', NHITS = '7343.01', Informer = '7301.36', LSTM = '7287.02', iTransformer = '7283.48', TSMixer = '7338.11', TSMixerx = '7398.41', PatchTST = '7344.57', RNN = '7358.8', GRU = '7393.28', TCN = '7424.57', BiTCN = '7353.08', DilatedRNN = '7341.83', MLP = '7322.19', DLinear = '7304.78', NLinear = '7354.74', TFT = '7371.01', StemGNN = '7276.7', MLPMultivariate = '7309.68', TiDE = '7334.03', DeepNPTS = '7338.48', y = '7335.0' WHERE ds = '2024-02-20 00:00:00'
|
||
2024-11-20 10:33:31,368 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-20 00:00:00', NHITS = '7343.01', Informer = '7301.36', LSTM = '7287.02', iTransformer = '7283.48', TSMixer = '7338.11', TSMixerx = '7398.41', PatchTST = '7344.57', RNN = '7358.8', GRU = '7393.28', TCN = '7424.57', BiTCN = '7353.08', DilatedRNN = '7341.83', MLP = '7322.19', DLinear = '7304.78', NLinear = '7354.74', TFT = '7371.01', StemGNN = '7276.7', MLPMultivariate = '7309.68', TiDE = '7334.03', DeepNPTS = '7338.48', y = '7335.0' WHERE ds = '2024-02-20 00:00:00'
|
||
2024-11-20 10:33:31,370 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-21 00:00:00', NHITS = '7331.02', Informer = '7289.8', LSTM = '7277.52', iTransformer = '7284.16', TSMixer = '7334.13', TSMixerx = '7417.16', PatchTST = '7333.0', RNN = '7344.13', GRU = '7379.12', TCN = '7429.64', BiTCN = '7381.22', DilatedRNN = '7344.5', MLP = '7320.66', DLinear = '7332.96', NLinear = '7337.17', TFT = '7360.45', StemGNN = '7275.86', MLPMultivariate = '7320.94', TiDE = '7325.44', DeepNPTS = '7337.84', y = '7297.5' WHERE ds = '2024-02-21 00:00:00'
|
||
2024-11-20 10:33:31,370 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-21 00:00:00', NHITS = '7331.02', Informer = '7289.8', LSTM = '7277.52', iTransformer = '7284.16', TSMixer = '7334.13', TSMixerx = '7417.16', PatchTST = '7333.0', RNN = '7344.13', GRU = '7379.12', TCN = '7429.64', BiTCN = '7381.22', DilatedRNN = '7344.5', MLP = '7320.66', DLinear = '7332.96', NLinear = '7337.17', TFT = '7360.45', StemGNN = '7275.86', MLPMultivariate = '7320.94', TiDE = '7325.44', DeepNPTS = '7337.84', y = '7297.5' WHERE ds = '2024-02-21 00:00:00'
|
||
2024-11-20 10:33:31,373 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-22 00:00:00', NHITS = '7286.55', Informer = '7266.5', LSTM = '7249.85', iTransformer = '7285.34', TSMixer = '7304.14', TSMixerx = '7392.3', PatchTST = '7305.8', RNN = '7314.63', GRU = '7345.37', TCN = '7420.07', BiTCN = '7373.2', DilatedRNN = '7311.53', MLP = '7302.57', DLinear = '7318.15', NLinear = '7298.16', TFT = '7284.19', StemGNN = '7273.93', MLPMultivariate = '7304.0', TiDE = '7292.32', DeepNPTS = '7342.6', y = '7285.0' WHERE ds = '2024-02-22 00:00:00'
|
||
2024-11-20 10:33:31,373 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-22 00:00:00', NHITS = '7286.55', Informer = '7266.5', LSTM = '7249.85', iTransformer = '7285.34', TSMixer = '7304.14', TSMixerx = '7392.3', PatchTST = '7305.8', RNN = '7314.63', GRU = '7345.37', TCN = '7420.07', BiTCN = '7373.2', DilatedRNN = '7311.53', MLP = '7302.57', DLinear = '7318.15', NLinear = '7298.16', TFT = '7284.19', StemGNN = '7273.93', MLPMultivariate = '7304.0', TiDE = '7292.32', DeepNPTS = '7342.6', y = '7285.0' WHERE ds = '2024-02-22 00:00:00'
|
||
2024-11-20 10:33:31,376 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-23 00:00:00', NHITS = '7272.61', Informer = '7258.89', LSTM = '7241.55', iTransformer = '7287.63', TSMixer = '7288.24', TSMixerx = '7365.99', PatchTST = '7296.96', RNN = '7295.77', GRU = '7340.09', TCN = '7413.29', BiTCN = '7359.23', DilatedRNN = '7296.67', MLP = '7292.49', DLinear = '7303.51', NLinear = '7281.81', TFT = '7269.99', StemGNN = '7271.49', MLPMultivariate = '7289.99', TiDE = '7281.0', DeepNPTS = '7323.98', y = '7306.67' WHERE ds = '2024-02-23 00:00:00'
|
||
2024-11-20 10:33:31,376 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-23 00:00:00', NHITS = '7272.61', Informer = '7258.89', LSTM = '7241.55', iTransformer = '7287.63', TSMixer = '7288.24', TSMixerx = '7365.99', PatchTST = '7296.96', RNN = '7295.77', GRU = '7340.09', TCN = '7413.29', BiTCN = '7359.23', DilatedRNN = '7296.67', MLP = '7292.49', DLinear = '7303.51', NLinear = '7281.81', TFT = '7269.99', StemGNN = '7271.49', MLPMultivariate = '7289.99', TiDE = '7281.0', DeepNPTS = '7323.98', y = '7306.67' WHERE ds = '2024-02-23 00:00:00'
|
||
2024-11-20 10:33:31,380 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-26 00:00:00', NHITS = '7318.19', Informer = '7258.93', LSTM = '7254.44', iTransformer = '7295.47', TSMixer = '7299.03', TSMixerx = '7362.35', PatchTST = '7321.52', RNN = '7317.68', GRU = '7358.98', TCN = '7413.28', BiTCN = '7357.37', DilatedRNN = '7301.95', MLP = '7320.65', DLinear = '7296.1', NLinear = '7301.41', TFT = '7307.13', StemGNN = '7269.8', MLPMultivariate = '7306.61', TiDE = '7295.1', DeepNPTS = '7371.11', y = '7292.5' WHERE ds = '2024-02-26 00:00:00'
|
||
2024-11-20 10:33:31,380 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-26 00:00:00', NHITS = '7318.19', Informer = '7258.93', LSTM = '7254.44', iTransformer = '7295.47', TSMixer = '7299.03', TSMixerx = '7362.35', PatchTST = '7321.52', RNN = '7317.68', GRU = '7358.98', TCN = '7413.28', BiTCN = '7357.37', DilatedRNN = '7301.95', MLP = '7320.65', DLinear = '7296.1', NLinear = '7301.41', TFT = '7307.13', StemGNN = '7269.8', MLPMultivariate = '7306.61', TiDE = '7295.1', DeepNPTS = '7371.11', y = '7292.5' WHERE ds = '2024-02-26 00:00:00'
|
||
2024-11-20 10:33:31,382 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-27 00:00:00', NHITS = '7324.57', Informer = '7251.97', LSTM = '7242.58', iTransformer = '7290.08', TSMixer = '7297.98', TSMixerx = '7317.99', PatchTST = '7297.46', RNN = '7304.28', GRU = '7342.81', TCN = '7408.67', BiTCN = '7340.79', DilatedRNN = '7289.78', MLP = '7327.02', DLinear = '7292.81', NLinear = '7282.36', TFT = '7282.91', StemGNN = '7268.05', MLPMultivariate = '7299.63', TiDE = '7286.47', DeepNPTS = '7368.65', y = '7306.67' WHERE ds = '2024-02-27 00:00:00'
|
||
2024-11-20 10:33:31,382 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-27 00:00:00', NHITS = '7324.57', Informer = '7251.97', LSTM = '7242.58', iTransformer = '7290.08', TSMixer = '7297.98', TSMixerx = '7317.99', PatchTST = '7297.46', RNN = '7304.28', GRU = '7342.81', TCN = '7408.67', BiTCN = '7340.79', DilatedRNN = '7289.78', MLP = '7327.02', DLinear = '7292.81', NLinear = '7282.36', TFT = '7282.91', StemGNN = '7268.05', MLPMultivariate = '7299.63', TiDE = '7286.47', DeepNPTS = '7368.65', y = '7306.67' WHERE ds = '2024-02-27 00:00:00'
|
||
2024-11-20 10:33:31,384 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-28 00:00:00', NHITS = '7352.75', Informer = '7295.49', LSTM = '7254.83', iTransformer = '7276.21', TSMixer = '7302.82', TSMixerx = '7348.5', PatchTST = '7323.02', RNN = '7324.8', GRU = '7359.94', TCN = '7413.98', BiTCN = '7330.58', DilatedRNN = '7305.92', MLP = '7341.13', DLinear = '7310.9', NLinear = '7305.61', TFT = '7301.83', StemGNN = '7266.96', MLPMultivariate = '7303.46', TiDE = '7303.91', DeepNPTS = '7380.02', y = '7353.33' WHERE ds = '2024-02-28 00:00:00'
|
||
2024-11-20 10:33:31,384 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-28 00:00:00', NHITS = '7352.75', Informer = '7295.49', LSTM = '7254.83', iTransformer = '7276.21', TSMixer = '7302.82', TSMixerx = '7348.5', PatchTST = '7323.02', RNN = '7324.8', GRU = '7359.94', TCN = '7413.98', BiTCN = '7330.58', DilatedRNN = '7305.92', MLP = '7341.13', DLinear = '7310.9', NLinear = '7305.61', TFT = '7301.83', StemGNN = '7266.96', MLPMultivariate = '7303.46', TiDE = '7303.91', DeepNPTS = '7380.02', y = '7353.33' WHERE ds = '2024-02-28 00:00:00'
|
||
2024-11-20 10:33:31,386 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-29 00:00:00', NHITS = '7365.17', Informer = '7313.22', LSTM = '7288.96', iTransformer = '7293.72', TSMixer = '7334.31', TSMixerx = '7378.47', PatchTST = '7368.02', RNN = '7371.75', GRU = '7401.12', TCN = '7425.51', BiTCN = '7341.83', DilatedRNN = '7336.51', MLP = '7371.22', DLinear = '7333.33', NLinear = '7360.72', TFT = '7354.87', StemGNN = '7266.78', MLPMultivariate = '7327.83', TiDE = '7343.33', DeepNPTS = '7374.52', y = '7325.0' WHERE ds = '2024-02-29 00:00:00'
|
||
2024-11-20 10:33:31,386 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-02-29 00:00:00', NHITS = '7365.17', Informer = '7313.22', LSTM = '7288.96', iTransformer = '7293.72', TSMixer = '7334.31', TSMixerx = '7378.47', PatchTST = '7368.02', RNN = '7371.75', GRU = '7401.12', TCN = '7425.51', BiTCN = '7341.83', DilatedRNN = '7336.51', MLP = '7371.22', DLinear = '7333.33', NLinear = '7360.72', TFT = '7354.87', StemGNN = '7266.78', MLPMultivariate = '7327.83', TiDE = '7343.33', DeepNPTS = '7374.52', y = '7325.0' WHERE ds = '2024-02-29 00:00:00'
|
||
2024-11-20 10:33:31,388 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-01 00:00:00', NHITS = '7320.5', Informer = '7306.35', LSTM = '7263.73', iTransformer = '7277.35', TSMixer = '7322.0', TSMixerx = '7343.2', PatchTST = '7329.76', RNN = '7327.44', GRU = '7364.73', TCN = '7416.31', BiTCN = '7322.68', DilatedRNN = '7306.52', MLP = '7337.22', DLinear = '7315.45', NLinear = '7335.42', TFT = '7314.74', StemGNN = '7266.41', MLPMultivariate = '7308.63', TiDE = '7327.13', DeepNPTS = '7294.14', y = '7343.33' WHERE ds = '2024-03-01 00:00:00'
|
||
2024-11-20 10:33:31,388 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-01 00:00:00', NHITS = '7320.5', Informer = '7306.35', LSTM = '7263.73', iTransformer = '7277.35', TSMixer = '7322.0', TSMixerx = '7343.2', PatchTST = '7329.76', RNN = '7327.44', GRU = '7364.73', TCN = '7416.31', BiTCN = '7322.68', DilatedRNN = '7306.52', MLP = '7337.22', DLinear = '7315.45', NLinear = '7335.42', TFT = '7314.74', StemGNN = '7266.41', MLPMultivariate = '7308.63', TiDE = '7327.13', DeepNPTS = '7294.14', y = '7343.33' WHERE ds = '2024-03-01 00:00:00'
|
||
2024-11-20 10:33:31,391 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-04 00:00:00', NHITS = '7334.56', Informer = '7330.43', LSTM = '7283.3', iTransformer = '7276.89', TSMixer = '7330.63', TSMixerx = '7344.31', PatchTST = '7334.27', RNN = '7357.22', GRU = '7391.92', TCN = '7422.3', BiTCN = '7315.67', DilatedRNN = '7328.23', MLP = '7328.13', DLinear = '7333.05', NLinear = '7339.2', TFT = '7314.98', StemGNN = '7266.39', MLPMultivariate = '7306.47', TiDE = '7342.18', DeepNPTS = '7296.81', y = '7330.0' WHERE ds = '2024-03-04 00:00:00'
|
||
2024-11-20 10:33:31,391 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-04 00:00:00', NHITS = '7334.56', Informer = '7330.43', LSTM = '7283.3', iTransformer = '7276.89', TSMixer = '7330.63', TSMixerx = '7344.31', PatchTST = '7334.27', RNN = '7357.22', GRU = '7391.92', TCN = '7422.3', BiTCN = '7315.67', DilatedRNN = '7328.23', MLP = '7328.13', DLinear = '7333.05', NLinear = '7339.2', TFT = '7314.98', StemGNN = '7266.39', MLPMultivariate = '7306.47', TiDE = '7342.18', DeepNPTS = '7296.81', y = '7330.0' WHERE ds = '2024-03-04 00:00:00'
|
||
2024-11-20 10:33:31,393 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-05 00:00:00', NHITS = '7309.45', Informer = '7325.04', LSTM = '7267.88', iTransformer = '7277.67', TSMixer = '7326.97', TSMixerx = '7335.79', PatchTST = '7319.16', RNN = '7340.15', GRU = '7370.5', TCN = '7418.13', BiTCN = '7305.37', DilatedRNN = '7318.76', MLP = '7320.53', DLinear = '7326.05', NLinear = '7321.28', TFT = '7293.51', StemGNN = '7266.15', MLPMultivariate = '7303.62', TiDE = '7328.04', DeepNPTS = '7281.27', y = '7310.0' WHERE ds = '2024-03-05 00:00:00'
|
||
2024-11-20 10:33:31,393 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-05 00:00:00', NHITS = '7309.45', Informer = '7325.04', LSTM = '7267.88', iTransformer = '7277.67', TSMixer = '7326.97', TSMixerx = '7335.79', PatchTST = '7319.16', RNN = '7340.15', GRU = '7370.5', TCN = '7418.13', BiTCN = '7305.37', DilatedRNN = '7318.76', MLP = '7320.53', DLinear = '7326.05', NLinear = '7321.28', TFT = '7293.51', StemGNN = '7266.15', MLPMultivariate = '7303.62', TiDE = '7328.04', DeepNPTS = '7281.27', y = '7310.0' WHERE ds = '2024-03-05 00:00:00'
|
||
2024-11-20 10:33:31,396 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-06 00:00:00', NHITS = '7304.78', Informer = '7318.4', LSTM = '7255.75', iTransformer = '7276.86', TSMixer = '7305.71', TSMixerx = '7311.24', PatchTST = '7313.83', RNN = '7311.53', GRU = '7357.06', TCN = '7412.45', BiTCN = '7301.94', DilatedRNN = '7304.3', MLP = '7315.76', DLinear = '7309.79', NLinear = '7297.15', TFT = '7279.6', StemGNN = '7265.64', MLPMultivariate = '7295.52', TiDE = '7301.35', DeepNPTS = '7288.95', y = '7297.5' WHERE ds = '2024-03-06 00:00:00'
|
||
2024-11-20 10:33:31,396 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-06 00:00:00', NHITS = '7304.78', Informer = '7318.4', LSTM = '7255.75', iTransformer = '7276.86', TSMixer = '7305.71', TSMixerx = '7311.24', PatchTST = '7313.83', RNN = '7311.53', GRU = '7357.06', TCN = '7412.45', BiTCN = '7301.94', DilatedRNN = '7304.3', MLP = '7315.76', DLinear = '7309.79', NLinear = '7297.15', TFT = '7279.6', StemGNN = '7265.64', MLPMultivariate = '7295.52', TiDE = '7301.35', DeepNPTS = '7288.95', y = '7297.5' WHERE ds = '2024-03-06 00:00:00'
|
||
2024-11-20 10:33:31,398 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-07 00:00:00', NHITS = '7302.21', Informer = '7321.25', LSTM = '7246.71', iTransformer = '7271.87', TSMixer = '7294.17', TSMixerx = '7309.87', PatchTST = '7308.66', RNN = '7314.28', GRU = '7347.75', TCN = '7407.47', BiTCN = '7294.43', DilatedRNN = '7290.02', MLP = '7319.87', DLinear = '7285.87', NLinear = '7297.02', TFT = '7274.12', StemGNN = '7264.97', MLPMultivariate = '7290.85', TiDE = '7293.32', DeepNPTS = '7295.53', y = '7290.0' WHERE ds = '2024-03-07 00:00:00'
|
||
2024-11-20 10:33:31,398 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-07 00:00:00', NHITS = '7302.21', Informer = '7321.25', LSTM = '7246.71', iTransformer = '7271.87', TSMixer = '7294.17', TSMixerx = '7309.87', PatchTST = '7308.66', RNN = '7314.28', GRU = '7347.75', TCN = '7407.47', BiTCN = '7294.43', DilatedRNN = '7290.02', MLP = '7319.87', DLinear = '7285.87', NLinear = '7297.02', TFT = '7274.12', StemGNN = '7264.97', MLPMultivariate = '7290.85', TiDE = '7293.32', DeepNPTS = '7295.53', y = '7290.0' WHERE ds = '2024-03-07 00:00:00'
|
||
2024-11-20 10:33:31,401 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-08 00:00:00', NHITS = '7292.95', Informer = '7299.1', LSTM = '7241.47', iTransformer = '7246.3', TSMixer = '7288.79', TSMixerx = '7302.01', PatchTST = '7299.54', RNN = '7302.63', GRU = '7343.0', TCN = '7403.52', BiTCN = '7279.52', DilatedRNN = '7288.72', MLP = '7290.22', DLinear = '7284.58', NLinear = '7288.43', TFT = '7271.91', StemGNN = '7264.57', MLPMultivariate = '7279.09', TiDE = '7290.29', DeepNPTS = '7294.8', y = '7295.0' WHERE ds = '2024-03-08 00:00:00'
|
||
2024-11-20 10:33:31,401 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-08 00:00:00', NHITS = '7292.95', Informer = '7299.1', LSTM = '7241.47', iTransformer = '7246.3', TSMixer = '7288.79', TSMixerx = '7302.01', PatchTST = '7299.54', RNN = '7302.63', GRU = '7343.0', TCN = '7403.52', BiTCN = '7279.52', DilatedRNN = '7288.72', MLP = '7290.22', DLinear = '7284.58', NLinear = '7288.43', TFT = '7271.91', StemGNN = '7264.57', MLPMultivariate = '7279.09', TiDE = '7290.29', DeepNPTS = '7294.8', y = '7295.0' WHERE ds = '2024-03-08 00:00:00'
|
||
2024-11-20 10:33:31,403 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-11 00:00:00', NHITS = '7283.5', Informer = '7308.73', LSTM = '7245.06', iTransformer = '7233.56', TSMixer = '7289.62', TSMixerx = '7272.81', PatchTST = '7302.29', RNN = '7308.69', GRU = '7348.58', TCN = '7402.53', BiTCN = '7275.18', DilatedRNN = '7290.97', MLP = '7265.94', DLinear = '7297.8', NLinear = '7293.46', TFT = '7274.37', StemGNN = '7264.62', MLPMultivariate = '7276.64', TiDE = '7289.43', DeepNPTS = '7294.81', y = '7285.0' WHERE ds = '2024-03-11 00:00:00'
|
||
2024-11-20 10:33:31,403 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-11 00:00:00', NHITS = '7283.5', Informer = '7308.73', LSTM = '7245.06', iTransformer = '7233.56', TSMixer = '7289.62', TSMixerx = '7272.81', PatchTST = '7302.29', RNN = '7308.69', GRU = '7348.58', TCN = '7402.53', BiTCN = '7275.18', DilatedRNN = '7290.97', MLP = '7265.94', DLinear = '7297.8', NLinear = '7293.46', TFT = '7274.37', StemGNN = '7264.62', MLPMultivariate = '7276.64', TiDE = '7289.43', DeepNPTS = '7294.81', y = '7285.0' WHERE ds = '2024-03-11 00:00:00'
|
||
2024-11-20 10:33:31,405 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-12 00:00:00', NHITS = '7264.78', Informer = '7291.06', LSTM = '7238.1', iTransformer = '7239.95', TSMixer = '7277.58', TSMixerx = '7269.54', PatchTST = '7282.67', RNN = '7303.06', GRU = '7339.16', TCN = '7395.51', BiTCN = '7277.12', DilatedRNN = '7280.3', MLP = '7244.14', DLinear = '7296.69', NLinear = '7275.29', TFT = '7269.44', StemGNN = '7265.88', MLPMultivariate = '7271.18', TiDE = '7270.28', DeepNPTS = '7285.48', y = '7283.33' WHERE ds = '2024-03-12 00:00:00'
|
||
2024-11-20 10:33:31,405 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-12 00:00:00', NHITS = '7264.78', Informer = '7291.06', LSTM = '7238.1', iTransformer = '7239.95', TSMixer = '7277.58', TSMixerx = '7269.54', PatchTST = '7282.67', RNN = '7303.06', GRU = '7339.16', TCN = '7395.51', BiTCN = '7277.12', DilatedRNN = '7280.3', MLP = '7244.14', DLinear = '7296.69', NLinear = '7275.29', TFT = '7269.44', StemGNN = '7265.88', MLPMultivariate = '7271.18', TiDE = '7270.28', DeepNPTS = '7285.48', y = '7283.33' WHERE ds = '2024-03-12 00:00:00'
|
||
2024-11-20 10:33:31,408 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-13 00:00:00', NHITS = '7256.37', Informer = '7287.32', LSTM = '7238.44', iTransformer = '7251.53', TSMixer = '7272.1', TSMixerx = '7275.87', PatchTST = '7280.45', RNN = '7301.9', GRU = '7340.35', TCN = '7398.0', BiTCN = '7269.77', DilatedRNN = '7285.73', MLP = '7238.05', DLinear = '7303.68', NLinear = '7278.15', TFT = '7276.54', StemGNN = '7267.4', MLPMultivariate = '7268.86', TiDE = '7272.17', DeepNPTS = '7252.64', y = '7285.0' WHERE ds = '2024-03-13 00:00:00'
|
||
2024-11-20 10:33:31,408 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-13 00:00:00', NHITS = '7256.37', Informer = '7287.32', LSTM = '7238.44', iTransformer = '7251.53', TSMixer = '7272.1', TSMixerx = '7275.87', PatchTST = '7280.45', RNN = '7301.9', GRU = '7340.35', TCN = '7398.0', BiTCN = '7269.77', DilatedRNN = '7285.73', MLP = '7238.05', DLinear = '7303.68', NLinear = '7278.15', TFT = '7276.54', StemGNN = '7267.4', MLPMultivariate = '7268.86', TiDE = '7272.17', DeepNPTS = '7252.64', y = '7285.0' WHERE ds = '2024-03-13 00:00:00'
|
||
2024-11-20 10:33:31,410 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-14 00:00:00', NHITS = '7269.4', Informer = '7282.06', LSTM = '7239.51', iTransformer = '7265.08', TSMixer = '7275.51', TSMixerx = '7277.1', PatchTST = '7283.45', RNN = '7304.5', GRU = '7341.46', TCN = '7397.56', BiTCN = '7280.69', DilatedRNN = '7284.09', MLP = '7251.88', DLinear = '7273.88', NLinear = '7288.42', TFT = '7290.29', StemGNN = '7270.84', MLPMultivariate = '7275.91', TiDE = '7281.04', DeepNPTS = '7264.11', y = '7277.5' WHERE ds = '2024-03-14 00:00:00'
|
||
2024-11-20 10:33:31,410 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-14 00:00:00', NHITS = '7269.4', Informer = '7282.06', LSTM = '7239.51', iTransformer = '7265.08', TSMixer = '7275.51', TSMixerx = '7277.1', PatchTST = '7283.45', RNN = '7304.5', GRU = '7341.46', TCN = '7397.56', BiTCN = '7280.69', DilatedRNN = '7284.09', MLP = '7251.88', DLinear = '7273.88', NLinear = '7288.42', TFT = '7290.29', StemGNN = '7270.84', MLPMultivariate = '7275.91', TiDE = '7281.04', DeepNPTS = '7264.11', y = '7277.5' WHERE ds = '2024-03-14 00:00:00'
|
||
2024-11-20 10:33:31,412 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-15 00:00:00', NHITS = '7264.23', Informer = '7275.59', LSTM = '7234.82', iTransformer = '7272.71', TSMixer = '7271.08', TSMixerx = '7262.54', PatchTST = '7274.31', RNN = '7295.47', GRU = '7335.31', TCN = '7395.98', BiTCN = '7277.6', DilatedRNN = '7279.69', MLP = '7256.92', DLinear = '7252.44', NLinear = '7269.11', TFT = '7283.47', StemGNN = '7273.29', MLPMultivariate = '7276.28', TiDE = '7279.45', DeepNPTS = '7273.04', y = '7353.33' WHERE ds = '2024-03-15 00:00:00'
|
||
2024-11-20 10:33:31,412 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-15 00:00:00', NHITS = '7264.23', Informer = '7275.59', LSTM = '7234.82', iTransformer = '7272.71', TSMixer = '7271.08', TSMixerx = '7262.54', PatchTST = '7274.31', RNN = '7295.47', GRU = '7335.31', TCN = '7395.98', BiTCN = '7277.6', DilatedRNN = '7279.69', MLP = '7256.92', DLinear = '7252.44', NLinear = '7269.11', TFT = '7283.47', StemGNN = '7273.29', MLPMultivariate = '7276.28', TiDE = '7279.45', DeepNPTS = '7273.04', y = '7353.33' WHERE ds = '2024-03-15 00:00:00'
|
||
2024-11-20 10:33:31,414 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-18 00:00:00', NHITS = '7339.36', Informer = '7324.94', LSTM = '7292.13', iTransformer = '7287.28', TSMixer = '7320.05', TSMixerx = '7302.48', PatchTST = '7366.6', RNN = '7371.87', GRU = '7407.54', TCN = '7422.89', BiTCN = '7304.87', DilatedRNN = '7348.6', MLP = '7314.84', DLinear = '7304.7', NLinear = '7353.23', TFT = '7347.31', StemGNN = '7276.14', MLPMultivariate = '7311.7', TiDE = '7330.94', DeepNPTS = '7344.93', y = '7387.5' WHERE ds = '2024-03-18 00:00:00'
|
||
2024-11-20 10:33:31,414 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-18 00:00:00', NHITS = '7339.36', Informer = '7324.94', LSTM = '7292.13', iTransformer = '7287.28', TSMixer = '7320.05', TSMixerx = '7302.48', PatchTST = '7366.6', RNN = '7371.87', GRU = '7407.54', TCN = '7422.89', BiTCN = '7304.87', DilatedRNN = '7348.6', MLP = '7314.84', DLinear = '7304.7', NLinear = '7353.23', TFT = '7347.31', StemGNN = '7276.14', MLPMultivariate = '7311.7', TiDE = '7330.94', DeepNPTS = '7344.93', y = '7387.5' WHERE ds = '2024-03-18 00:00:00'
|
||
2024-11-20 10:33:31,417 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-19 00:00:00', NHITS = '7388.08', Informer = '7385.8', LSTM = '7320.49', iTransformer = '7300.95', TSMixer = '7361.99', TSMixerx = '7336.57', PatchTST = '7386.98', RNN = '7397.01', GRU = '7427.54', TCN = '7439.6', BiTCN = '7311.0', DilatedRNN = '7378.46', MLP = '7361.53', DLinear = '7326.46', NLinear = '7392.8', TFT = '7379.9', StemGNN = '7277.91', MLPMultivariate = '7348.62', TiDE = '7363.5', DeepNPTS = '7387.24', y = '7435.0' WHERE ds = '2024-03-19 00:00:00'
|
||
2024-11-20 10:33:31,417 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-19 00:00:00', NHITS = '7388.08', Informer = '7385.8', LSTM = '7320.49', iTransformer = '7300.95', TSMixer = '7361.99', TSMixerx = '7336.57', PatchTST = '7386.98', RNN = '7397.01', GRU = '7427.54', TCN = '7439.6', BiTCN = '7311.0', DilatedRNN = '7378.46', MLP = '7361.53', DLinear = '7326.46', NLinear = '7392.8', TFT = '7379.9', StemGNN = '7277.91', MLPMultivariate = '7348.62', TiDE = '7363.5', DeepNPTS = '7387.24', y = '7435.0' WHERE ds = '2024-03-19 00:00:00'
|
||
2024-11-20 10:33:31,419 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-20 00:00:00', NHITS = '7446.17', Informer = '7409.96', LSTM = '7390.64', iTransformer = '7318.43', TSMixer = '7404.71', TSMixerx = '7354.35', PatchTST = '7446.15', RNN = '7449.59', GRU = '7481.41', TCN = '7465.93', BiTCN = '7324.92', DilatedRNN = '7439.02', MLP = '7414.86', DLinear = '7384.65', NLinear = '7440.51', TFT = '7410.61', StemGNN = '7279.73', MLPMultivariate = '7384.11', TiDE = '7415.17', DeepNPTS = '7432.14', y = '7460.0' WHERE ds = '2024-03-20 00:00:00'
|
||
2024-11-20 10:33:31,419 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-20 00:00:00', NHITS = '7446.17', Informer = '7409.96', LSTM = '7390.64', iTransformer = '7318.43', TSMixer = '7404.71', TSMixerx = '7354.35', PatchTST = '7446.15', RNN = '7449.59', GRU = '7481.41', TCN = '7465.93', BiTCN = '7324.92', DilatedRNN = '7439.02', MLP = '7414.86', DLinear = '7384.65', NLinear = '7440.51', TFT = '7410.61', StemGNN = '7279.73', MLPMultivariate = '7384.11', TiDE = '7415.17', DeepNPTS = '7432.14', y = '7460.0' WHERE ds = '2024-03-20 00:00:00'
|
||
2024-11-20 10:33:31,421 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-21 00:00:00', NHITS = '7471.48', Informer = '7410.82', LSTM = '7418.15', iTransformer = '7359.09', TSMixer = '7436.82', TSMixerx = '7382.55', PatchTST = '7467.97', RNN = '7485.88', GRU = '7497.73', TCN = '7485.05', BiTCN = '7342.78', DilatedRNN = '7469.99', MLP = '7437.01', DLinear = '7433.13', NLinear = '7466.88', TFT = '7407.96', StemGNN = '7282.79', MLPMultivariate = '7422.37', TiDE = '7449.82', DeepNPTS = '7435.73', y = '7422.5' WHERE ds = '2024-03-21 00:00:00'
|
||
2024-11-20 10:33:31,421 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-21 00:00:00', NHITS = '7471.48', Informer = '7410.82', LSTM = '7418.15', iTransformer = '7359.09', TSMixer = '7436.82', TSMixerx = '7382.55', PatchTST = '7467.97', RNN = '7485.88', GRU = '7497.73', TCN = '7485.05', BiTCN = '7342.78', DilatedRNN = '7469.99', MLP = '7437.01', DLinear = '7433.13', NLinear = '7466.88', TFT = '7407.96', StemGNN = '7282.79', MLPMultivariate = '7422.37', TiDE = '7449.82', DeepNPTS = '7435.73', y = '7422.5' WHERE ds = '2024-03-21 00:00:00'
|
||
2024-11-20 10:33:31,423 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-22 00:00:00', NHITS = '7417.1', Informer = '7386.94', LSTM = '7359.75', iTransformer = '7407.99', TSMixer = '7419.15', TSMixerx = '7377.38', PatchTST = '7398.66', RNN = '7419.29', GRU = '7445.15', TCN = '7473.64', BiTCN = '7348.41', DilatedRNN = '7429.75', MLP = '7410.0', DLinear = '7426.43', NLinear = '7427.33', TFT = '7392.96', StemGNN = '7286.4', MLPMultivariate = '7414.18', TiDE = '7431.13', DeepNPTS = '7377.32', y = '7402.5' WHERE ds = '2024-03-22 00:00:00'
|
||
2024-11-20 10:33:31,423 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-22 00:00:00', NHITS = '7417.1', Informer = '7386.94', LSTM = '7359.75', iTransformer = '7407.99', TSMixer = '7419.15', TSMixerx = '7377.38', PatchTST = '7398.66', RNN = '7419.29', GRU = '7445.15', TCN = '7473.64', BiTCN = '7348.41', DilatedRNN = '7429.75', MLP = '7410.0', DLinear = '7426.43', NLinear = '7427.33', TFT = '7392.96', StemGNN = '7286.4', MLPMultivariate = '7414.18', TiDE = '7431.13', DeepNPTS = '7377.32', y = '7402.5' WHERE ds = '2024-03-22 00:00:00'
|
||
2024-11-20 10:33:31,425 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-25 00:00:00', NHITS = '7404.65', Informer = '7354.68', LSTM = '7337.62', iTransformer = '7438.0', TSMixer = '7391.76', TSMixerx = '7372.08', PatchTST = '7396.19', RNN = '7403.69', GRU = '7432.8', TCN = '7463.86', BiTCN = '7342.24', DilatedRNN = '7408.89', MLP = '7382.35', DLinear = '7426.01', NLinear = '7402.0', TFT = '7391.26', StemGNN = '7288.26', MLPMultivariate = '7395.28', TiDE = '7401.38', DeepNPTS = '7352.68', y = '7372.5' WHERE ds = '2024-03-25 00:00:00'
|
||
2024-11-20 10:33:31,425 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-25 00:00:00', NHITS = '7404.65', Informer = '7354.68', LSTM = '7337.62', iTransformer = '7438.0', TSMixer = '7391.76', TSMixerx = '7372.08', PatchTST = '7396.19', RNN = '7403.69', GRU = '7432.8', TCN = '7463.86', BiTCN = '7342.24', DilatedRNN = '7408.89', MLP = '7382.35', DLinear = '7426.01', NLinear = '7402.0', TFT = '7391.26', StemGNN = '7288.26', MLPMultivariate = '7395.28', TiDE = '7401.38', DeepNPTS = '7352.68', y = '7372.5' WHERE ds = '2024-03-25 00:00:00'
|
||
2024-11-20 10:33:31,428 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-26 00:00:00', NHITS = '7367.22', Informer = '7322.27', LSTM = '7297.47', iTransformer = '7379.26', TSMixer = '7362.82', TSMixerx = '7379.8', PatchTST = '7348.91', RNN = '7365.84', GRU = '7399.45', TCN = '7449.14', BiTCN = '7347.17', DilatedRNN = '7376.77', MLP = '7355.65', DLinear = '7392.1', NLinear = '7355.2', TFT = '7356.75', StemGNN = '7289.35', MLPMultivariate = '7365.31', TiDE = '7355.82', DeepNPTS = '7332.97', y = '7365.0' WHERE ds = '2024-03-26 00:00:00'
|
||
2024-11-20 10:33:31,428 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-26 00:00:00', NHITS = '7367.22', Informer = '7322.27', LSTM = '7297.47', iTransformer = '7379.26', TSMixer = '7362.82', TSMixerx = '7379.8', PatchTST = '7348.91', RNN = '7365.84', GRU = '7399.45', TCN = '7449.14', BiTCN = '7347.17', DilatedRNN = '7376.77', MLP = '7355.65', DLinear = '7392.1', NLinear = '7355.2', TFT = '7356.75', StemGNN = '7289.35', MLPMultivariate = '7365.31', TiDE = '7355.82', DeepNPTS = '7332.97', y = '7365.0' WHERE ds = '2024-03-26 00:00:00'
|
||
2024-11-20 10:33:31,430 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-27 00:00:00', NHITS = '7348.99', Informer = '7314.72', LSTM = '7292.01', iTransformer = '7324.37', TSMixer = '7348.72', TSMixerx = '7361.01', PatchTST = '7349.25', RNN = '7354.78', GRU = '7399.57', TCN = '7441.3', BiTCN = '7353.53', DilatedRNN = '7370.99', MLP = '7335.98', DLinear = '7369.87', NLinear = '7345.71', TFT = '7338.27', StemGNN = '7290.38', MLPMultivariate = '7340.31', TiDE = '7351.88', DeepNPTS = '7327.51', y = '7345.0' WHERE ds = '2024-03-27 00:00:00'
|
||
2024-11-20 10:33:31,430 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-27 00:00:00', NHITS = '7348.99', Informer = '7314.72', LSTM = '7292.01', iTransformer = '7324.37', TSMixer = '7348.72', TSMixerx = '7361.01', PatchTST = '7349.25', RNN = '7354.78', GRU = '7399.57', TCN = '7441.3', BiTCN = '7353.53', DilatedRNN = '7370.99', MLP = '7335.98', DLinear = '7369.87', NLinear = '7345.71', TFT = '7338.27', StemGNN = '7290.38', MLPMultivariate = '7340.31', TiDE = '7351.88', DeepNPTS = '7327.51', y = '7345.0' WHERE ds = '2024-03-27 00:00:00'
|
||
2024-11-20 10:33:31,432 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-28 00:00:00', NHITS = '7315.95', Informer = '7301.15', LSTM = '7273.48', iTransformer = '7295.8', TSMixer = '7330.9', TSMixerx = '7328.15', PatchTST = '7333.3', RNN = '7346.44', GRU = '7379.1', TCN = '7428.09', BiTCN = '7353.19', DilatedRNN = '7339.56', MLP = '7312.39', DLinear = '7352.16', NLinear = '7328.61', TFT = '7330.9', StemGNN = '7291.17', MLPMultivariate = '7320.32', TiDE = '7333.7', DeepNPTS = '7319.06', y = '7345.0' WHERE ds = '2024-03-28 00:00:00'
|
||
2024-11-20 10:33:31,432 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-28 00:00:00', NHITS = '7315.95', Informer = '7301.15', LSTM = '7273.48', iTransformer = '7295.8', TSMixer = '7330.9', TSMixerx = '7328.15', PatchTST = '7333.3', RNN = '7346.44', GRU = '7379.1', TCN = '7428.09', BiTCN = '7353.19', DilatedRNN = '7339.56', MLP = '7312.39', DLinear = '7352.16', NLinear = '7328.61', TFT = '7330.9', StemGNN = '7291.17', MLPMultivariate = '7320.32', TiDE = '7333.7', DeepNPTS = '7319.06', y = '7345.0' WHERE ds = '2024-03-28 00:00:00'
|
||
2024-11-20 10:33:31,435 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-29 00:00:00', NHITS = '7330.24', Informer = '7305.84', LSTM = '7275.81', iTransformer = '7295.1', TSMixer = '7325.45', TSMixerx = '7312.22', PatchTST = '7328.93', RNN = '7348.29', GRU = '7385.13', TCN = '7421.9', BiTCN = '7338.67', DilatedRNN = '7331.57', MLP = '7296.93', DLinear = '7335.55', NLinear = '7336.98', TFT = '7327.3', StemGNN = '7292.35', MLPMultivariate = '7309.14', TiDE = '7332.74', DeepNPTS = '7339.16', y = '7345.0' WHERE ds = '2024-03-29 00:00:00'
|
||
2024-11-20 10:33:31,435 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-03-29 00:00:00', NHITS = '7330.24', Informer = '7305.84', LSTM = '7275.81', iTransformer = '7295.1', TSMixer = '7325.45', TSMixerx = '7312.22', PatchTST = '7328.93', RNN = '7348.29', GRU = '7385.13', TCN = '7421.9', BiTCN = '7338.67', DilatedRNN = '7331.57', MLP = '7296.93', DLinear = '7335.55', NLinear = '7336.98', TFT = '7327.3', StemGNN = '7292.35', MLPMultivariate = '7309.14', TiDE = '7332.74', DeepNPTS = '7339.16', y = '7345.0' WHERE ds = '2024-03-29 00:00:00'
|
||
2024-11-20 10:33:31,437 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-01 00:00:00', NHITS = '7338.24', Informer = '7312.92', LSTM = '7275.35', iTransformer = '7297.79', TSMixer = '7326.11', TSMixerx = '7304.88', PatchTST = '7330.88', RNN = '7350.42', GRU = '7384.03', TCN = '7416.0', BiTCN = '7329.56', DilatedRNN = '7326.53', MLP = '7302.67', DLinear = '7334.68', NLinear = '7344.62', TFT = '7326.0', StemGNN = '7293.29', MLPMultivariate = '7308.76', TiDE = '7335.23', DeepNPTS = '7344.61', y = '7360.0' WHERE ds = '2024-04-01 00:00:00'
|
||
2024-11-20 10:33:31,437 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-01 00:00:00', NHITS = '7338.24', Informer = '7312.92', LSTM = '7275.35', iTransformer = '7297.79', TSMixer = '7326.11', TSMixerx = '7304.88', PatchTST = '7330.88', RNN = '7350.42', GRU = '7384.03', TCN = '7416.0', BiTCN = '7329.56', DilatedRNN = '7326.53', MLP = '7302.67', DLinear = '7334.68', NLinear = '7344.62', TFT = '7326.0', StemGNN = '7293.29', MLPMultivariate = '7308.76', TiDE = '7335.23', DeepNPTS = '7344.61', y = '7360.0' WHERE ds = '2024-04-01 00:00:00'
|
||
2024-11-20 10:33:31,440 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-02 00:00:00', NHITS = '7346.74', Informer = '7332.9', LSTM = '7289.21', iTransformer = '7307.99', TSMixer = '7336.79', TSMixerx = '7317.73', PatchTST = '7346.57', RNN = '7364.25', GRU = '7401.18', TCN = '7422.32', BiTCN = '7325.94', DilatedRNN = '7337.44', MLP = '7312.67', DLinear = '7330.29', NLinear = '7355.13', TFT = '7331.72', StemGNN = '7294.23', MLPMultivariate = '7313.7', TiDE = '7342.82', DeepNPTS = '7353.49', y = '7380.0' WHERE ds = '2024-04-02 00:00:00'
|
||
2024-11-20 10:33:31,440 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-02 00:00:00', NHITS = '7346.74', Informer = '7332.9', LSTM = '7289.21', iTransformer = '7307.99', TSMixer = '7336.79', TSMixerx = '7317.73', PatchTST = '7346.57', RNN = '7364.25', GRU = '7401.18', TCN = '7422.32', BiTCN = '7325.94', DilatedRNN = '7337.44', MLP = '7312.67', DLinear = '7330.29', NLinear = '7355.13', TFT = '7331.72', StemGNN = '7294.23', MLPMultivariate = '7313.7', TiDE = '7342.82', DeepNPTS = '7353.49', y = '7380.0' WHERE ds = '2024-04-02 00:00:00'
|
||
2024-11-20 10:33:31,442 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-03 00:00:00', NHITS = '7362.03', Informer = '7378.23', LSTM = '7308.14', iTransformer = '7335.29', TSMixer = '7353.97', TSMixerx = '7345.56', PatchTST = '7371.53', RNN = '7386.28', GRU = '7419.33', TCN = '7428.12', BiTCN = '7335.65', DilatedRNN = '7363.3', MLP = '7336.41', DLinear = '7329.53', NLinear = '7376.12', TFT = '7363.62', StemGNN = '7295.82', MLPMultivariate = '7333.87', TiDE = '7357.16', DeepNPTS = '7375.72', y = '7397.5' WHERE ds = '2024-04-03 00:00:00'
|
||
2024-11-20 10:33:31,442 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-03 00:00:00', NHITS = '7362.03', Informer = '7378.23', LSTM = '7308.14', iTransformer = '7335.29', TSMixer = '7353.97', TSMixerx = '7345.56', PatchTST = '7371.53', RNN = '7386.28', GRU = '7419.33', TCN = '7428.12', BiTCN = '7335.65', DilatedRNN = '7363.3', MLP = '7336.41', DLinear = '7329.53', NLinear = '7376.12', TFT = '7363.62', StemGNN = '7295.82', MLPMultivariate = '7333.87', TiDE = '7357.16', DeepNPTS = '7375.72', y = '7397.5' WHERE ds = '2024-04-03 00:00:00'
|
||
2024-11-20 10:33:31,444 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-07 00:00:00', NHITS = '7380.46', Informer = '7399.9', LSTM = '7329.28', iTransformer = '7342.79', TSMixer = '7377.67', TSMixerx = '7353.99', PatchTST = '7410.47', RNN = '7402.89', GRU = '7435.25', TCN = '7440.61', BiTCN = '7349.37', DilatedRNN = '7386.35', MLP = '7366.33', DLinear = '7351.98', NLinear = '7390.83', TFT = '7357.89', StemGNN = '7298.55', MLPMultivariate = '7362.64', TiDE = '7388.62', DeepNPTS = '7390.25', y = '7437.5' WHERE ds = '2024-04-07 00:00:00'
|
||
2024-11-20 10:33:31,444 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-07 00:00:00', NHITS = '7380.46', Informer = '7399.9', LSTM = '7329.28', iTransformer = '7342.79', TSMixer = '7377.67', TSMixerx = '7353.99', PatchTST = '7410.47', RNN = '7402.89', GRU = '7435.25', TCN = '7440.61', BiTCN = '7349.37', DilatedRNN = '7386.35', MLP = '7366.33', DLinear = '7351.98', NLinear = '7390.83', TFT = '7357.89', StemGNN = '7298.55', MLPMultivariate = '7362.64', TiDE = '7388.62', DeepNPTS = '7390.25', y = '7437.5' WHERE ds = '2024-04-07 00:00:00'
|
||
2024-11-20 10:33:31,446 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-08 00:00:00', NHITS = '7447.65', Informer = '7446.34', LSTM = '7385.22', iTransformer = '7363.92', TSMixer = '7413.36', TSMixerx = '7379.34', PatchTST = '7464.31', RNN = '7450.51', GRU = '7478.47', TCN = '7458.92', BiTCN = '7355.57', DilatedRNN = '7434.99', MLP = '7413.54', DLinear = '7377.16', NLinear = '7434.57', TFT = '7405.02', StemGNN = '7302.9', MLPMultivariate = '7409.96', TiDE = '7431.65', DeepNPTS = '7422.17', y = '7490.0' WHERE ds = '2024-04-08 00:00:00'
|
||
2024-11-20 10:33:31,446 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-08 00:00:00', NHITS = '7447.65', Informer = '7446.34', LSTM = '7385.22', iTransformer = '7363.92', TSMixer = '7413.36', TSMixerx = '7379.34', PatchTST = '7464.31', RNN = '7450.51', GRU = '7478.47', TCN = '7458.92', BiTCN = '7355.57', DilatedRNN = '7434.99', MLP = '7413.54', DLinear = '7377.16', NLinear = '7434.57', TFT = '7405.02', StemGNN = '7302.9', MLPMultivariate = '7409.96', TiDE = '7431.65', DeepNPTS = '7422.17', y = '7490.0' WHERE ds = '2024-04-08 00:00:00'
|
||
2024-11-20 10:33:31,448 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-09 00:00:00', NHITS = '7508.91', Informer = '7451.4', LSTM = '7454.91', iTransformer = '7495.67', TSMixer = '7458.67', TSMixerx = '7404.45', PatchTST = '7504.04', RNN = '7508.22', GRU = '7535.45', TCN = '7498.07', BiTCN = '7362.18', DilatedRNN = '7500.56', MLP = '7456.07', DLinear = '7436.46', NLinear = '7490.4', TFT = '7479.82', StemGNN = '7307.45', MLPMultivariate = '7470.89', TiDE = '7473.05', DeepNPTS = '7482.98', y = '7507.5' WHERE ds = '2024-04-09 00:00:00'
|
||
2024-11-20 10:33:31,448 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-09 00:00:00', NHITS = '7508.91', Informer = '7451.4', LSTM = '7454.91', iTransformer = '7495.67', TSMixer = '7458.67', TSMixerx = '7404.45', PatchTST = '7504.04', RNN = '7508.22', GRU = '7535.45', TCN = '7498.07', BiTCN = '7362.18', DilatedRNN = '7500.56', MLP = '7456.07', DLinear = '7436.46', NLinear = '7490.4', TFT = '7479.82', StemGNN = '7307.45', MLPMultivariate = '7470.89', TiDE = '7473.05', DeepNPTS = '7482.98', y = '7507.5' WHERE ds = '2024-04-09 00:00:00'
|
||
2024-11-20 10:33:31,451 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-10 00:00:00', NHITS = '7525.01', Informer = '7463.69', LSTM = '7471.0', iTransformer = '7599.2', TSMixer = '7480.64', TSMixerx = '7407.01', PatchTST = '7494.6', RNN = '7518.41', GRU = '7543.95', TCN = '7529.9', BiTCN = '7380.28', DilatedRNN = '7529.39', MLP = '7474.85', DLinear = '7472.81', NLinear = '7508.65', TFT = '7484.08', StemGNN = '7312.89', MLPMultivariate = '7512.26', TiDE = '7487.67', DeepNPTS = '7500.6', y = '7497.5' WHERE ds = '2024-04-10 00:00:00'
|
||
2024-11-20 10:33:31,451 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-10 00:00:00', NHITS = '7525.01', Informer = '7463.69', LSTM = '7471.0', iTransformer = '7599.2', TSMixer = '7480.64', TSMixerx = '7407.01', PatchTST = '7494.6', RNN = '7518.41', GRU = '7543.95', TCN = '7529.9', BiTCN = '7380.28', DilatedRNN = '7529.39', MLP = '7474.85', DLinear = '7472.81', NLinear = '7508.65', TFT = '7484.08', StemGNN = '7312.89', MLPMultivariate = '7512.26', TiDE = '7487.67', DeepNPTS = '7500.6', y = '7497.5' WHERE ds = '2024-04-10 00:00:00'
|
||
2024-11-20 10:33:31,453 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-11 00:00:00', NHITS = '7504.87', Informer = '7435.27', LSTM = '7455.34', iTransformer = '7541.44', TSMixer = '7475.08', TSMixerx = '7402.14', PatchTST = '7456.31', RNN = '7507.48', GRU = '7525.09', TCN = '7529.47', BiTCN = '7398.46', DilatedRNN = '7516.28', MLP = '7430.02', DLinear = '7497.04', NLinear = '7500.72', TFT = '7442.53', StemGNN = '7317.92', MLPMultivariate = '7486.73', TiDE = '7485.56', DeepNPTS = '7459.59', y = '7497.5' WHERE ds = '2024-04-11 00:00:00'
|
||
2024-11-20 10:33:31,453 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-11 00:00:00', NHITS = '7504.87', Informer = '7435.27', LSTM = '7455.34', iTransformer = '7541.44', TSMixer = '7475.08', TSMixerx = '7402.14', PatchTST = '7456.31', RNN = '7507.48', GRU = '7525.09', TCN = '7529.47', BiTCN = '7398.46', DilatedRNN = '7516.28', MLP = '7430.02', DLinear = '7497.04', NLinear = '7500.72', TFT = '7442.53', StemGNN = '7317.92', MLPMultivariate = '7486.73', TiDE = '7485.56', DeepNPTS = '7459.59', y = '7497.5' WHERE ds = '2024-04-11 00:00:00'
|
||
2024-11-20 10:33:31,456 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-12 00:00:00', NHITS = '7479.46', Informer = '7435.88', LSTM = '7455.09', iTransformer = '7449.45', TSMixer = '7465.52', TSMixerx = '7413.95', PatchTST = '7465.76', RNN = '7506.2', GRU = '7527.13', TCN = '7527.37', BiTCN = '7413.39', DilatedRNN = '7518.23', MLP = '7412.17', DLinear = '7521.26', NLinear = '7487.64', TFT = '7408.6', StemGNN = '7322.92', MLPMultivariate = '7468.34', TiDE = '7477.26', DeepNPTS = '7416.74', y = '7506.67' WHERE ds = '2024-04-12 00:00:00'
|
||
2024-11-20 10:33:31,456 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-12 00:00:00', NHITS = '7479.46', Informer = '7435.88', LSTM = '7455.09', iTransformer = '7449.45', TSMixer = '7465.52', TSMixerx = '7413.95', PatchTST = '7465.76', RNN = '7506.2', GRU = '7527.13', TCN = '7527.37', BiTCN = '7413.39', DilatedRNN = '7518.23', MLP = '7412.17', DLinear = '7521.26', NLinear = '7487.64', TFT = '7408.6', StemGNN = '7322.92', MLPMultivariate = '7468.34', TiDE = '7477.26', DeepNPTS = '7416.74', y = '7506.67' WHERE ds = '2024-04-12 00:00:00'
|
||
2024-11-20 10:33:31,459 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-15 00:00:00', NHITS = '7472.32', Informer = '7395.35', LSTM = '7463.68', iTransformer = '7434.46', TSMixer = '7464.76', TSMixerx = '7388.03', PatchTST = '7470.02', RNN = '7506.19', GRU = '7537.05', TCN = '7531.6', BiTCN = '7428.35', DilatedRNN = '7524.9', MLP = '7414.0', DLinear = '7503.56', NLinear = '7498.12', TFT = '7387.92', StemGNN = '7327.57', MLPMultivariate = '7459.92', TiDE = '7479.79', DeepNPTS = '7412.79', y = '7482.5' WHERE ds = '2024-04-15 00:00:00'
|
||
2024-11-20 10:33:31,459 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-15 00:00:00', NHITS = '7472.32', Informer = '7395.35', LSTM = '7463.68', iTransformer = '7434.46', TSMixer = '7464.76', TSMixerx = '7388.03', PatchTST = '7470.02', RNN = '7506.19', GRU = '7537.05', TCN = '7531.6', BiTCN = '7428.35', DilatedRNN = '7524.9', MLP = '7414.0', DLinear = '7503.56', NLinear = '7498.12', TFT = '7387.92', StemGNN = '7327.57', MLPMultivariate = '7459.92', TiDE = '7479.79', DeepNPTS = '7412.79', y = '7482.5' WHERE ds = '2024-04-15 00:00:00'
|
||
2024-11-20 10:33:31,460 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-16 00:00:00', NHITS = '7445.28', Informer = '7384.64', LSTM = '7424.47', iTransformer = '7387.4', TSMixer = '7448.83', TSMixerx = '7379.28', PatchTST = '7438.86', RNN = '7474.01', GRU = '7498.57', TCN = '7514.49', BiTCN = '7421.47', DilatedRNN = '7486.23', MLP = '7387.0', DLinear = '7473.29', NLinear = '7463.03', TFT = '7381.95', StemGNN = '7330.04', MLPMultivariate = '7305.22', TiDE = '7465.68', DeepNPTS = '7344.09', y = '7495.0' WHERE ds = '2024-04-16 00:00:00'
|
||
2024-11-20 10:33:31,460 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-16 00:00:00', NHITS = '7445.28', Informer = '7384.64', LSTM = '7424.47', iTransformer = '7387.4', TSMixer = '7448.83', TSMixerx = '7379.28', PatchTST = '7438.86', RNN = '7474.01', GRU = '7498.57', TCN = '7514.49', BiTCN = '7421.47', DilatedRNN = '7486.23', MLP = '7387.0', DLinear = '7473.29', NLinear = '7463.03', TFT = '7381.95', StemGNN = '7330.04', MLPMultivariate = '7305.22', TiDE = '7465.68', DeepNPTS = '7344.09', y = '7495.0' WHERE ds = '2024-04-16 00:00:00'
|
||
2024-11-20 10:33:31,462 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-17 00:00:00', NHITS = '7446.2', Informer = '7378.36', LSTM = '7448.03', iTransformer = '7381.32', TSMixer = '7454.08', TSMixerx = '7369.86', PatchTST = '7440.14', RNN = '7500.86', GRU = '7526.87', TCN = '7516.48', BiTCN = '7420.73', DilatedRNN = '7502.13', MLP = '7377.72', DLinear = '7467.53', NLinear = '7480.13', TFT = '7386.93', StemGNN = '7332.3', MLPMultivariate = '7268.14', TiDE = '7470.71', DeepNPTS = '7356.98', y = '7497.5' WHERE ds = '2024-04-17 00:00:00'
|
||
2024-11-20 10:33:31,462 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-17 00:00:00', NHITS = '7446.2', Informer = '7378.36', LSTM = '7448.03', iTransformer = '7381.32', TSMixer = '7454.08', TSMixerx = '7369.86', PatchTST = '7440.14', RNN = '7500.86', GRU = '7526.87', TCN = '7516.48', BiTCN = '7420.73', DilatedRNN = '7502.13', MLP = '7377.72', DLinear = '7467.53', NLinear = '7480.13', TFT = '7386.93', StemGNN = '7332.3', MLPMultivariate = '7268.14', TiDE = '7470.71', DeepNPTS = '7356.98', y = '7497.5' WHERE ds = '2024-04-17 00:00:00'
|
||
2024-11-20 10:33:31,465 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-18 00:00:00', NHITS = '7457.83', Informer = '7363.61', LSTM = '7444.84', iTransformer = '7383.72', TSMixer = '7460.04', TSMixerx = '7373.79', PatchTST = '7419.24', RNN = '7500.61', GRU = '7521.25', TCN = '7508.95', BiTCN = '7418.34', DilatedRNN = '7495.19', MLP = '7396.12', DLinear = '7451.62', NLinear = '7494.75', TFT = '7389.4', StemGNN = '7335.15', MLPMultivariate = '7228.79', TiDE = '7474.29', DeepNPTS = '7391.17', y = '7497.5' WHERE ds = '2024-04-18 00:00:00'
|
||
2024-11-20 10:33:31,465 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-18 00:00:00', NHITS = '7457.83', Informer = '7363.61', LSTM = '7444.84', iTransformer = '7383.72', TSMixer = '7460.04', TSMixerx = '7373.79', PatchTST = '7419.24', RNN = '7500.61', GRU = '7521.25', TCN = '7508.95', BiTCN = '7418.34', DilatedRNN = '7495.19', MLP = '7396.12', DLinear = '7451.62', NLinear = '7494.75', TFT = '7389.4', StemGNN = '7335.15', MLPMultivariate = '7228.79', TiDE = '7474.29', DeepNPTS = '7391.17', y = '7497.5' WHERE ds = '2024-04-18 00:00:00'
|
||
2024-11-20 10:33:31,467 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-19 00:00:00', NHITS = '7469.48', Informer = '7391.86', LSTM = '7446.51', iTransformer = '7398.17', TSMixer = '7463.59', TSMixerx = '7377.7', PatchTST = '7399.12', RNN = '7494.52', GRU = '7524.0', TCN = '7505.1', BiTCN = '7416.04', DilatedRNN = '7489.72', MLP = '7404.43', DLinear = '7461.7', NLinear = '7489.8', TFT = '7391.95', StemGNN = '7339.46', MLPMultivariate = '7183.49', TiDE = '7469.89', DeepNPTS = '7418.57', y = '7527.5' WHERE ds = '2024-04-19 00:00:00'
|
||
2024-11-20 10:33:31,467 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-19 00:00:00', NHITS = '7469.48', Informer = '7391.86', LSTM = '7446.51', iTransformer = '7398.17', TSMixer = '7463.59', TSMixerx = '7377.7', PatchTST = '7399.12', RNN = '7494.52', GRU = '7524.0', TCN = '7505.1', BiTCN = '7416.04', DilatedRNN = '7489.72', MLP = '7404.43', DLinear = '7461.7', NLinear = '7489.8', TFT = '7391.95', StemGNN = '7339.46', MLPMultivariate = '7183.49', TiDE = '7469.89', DeepNPTS = '7418.57', y = '7527.5' WHERE ds = '2024-04-19 00:00:00'
|
||
2024-11-20 10:33:31,470 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-22 00:00:00', NHITS = '7496.98', Informer = '7406.58', LSTM = '7488.83', iTransformer = '7424.42', TSMixer = '7488.17', TSMixerx = '7396.38', PatchTST = '7437.13', RNN = '7540.59', GRU = '7567.34', TCN = '7522.83', BiTCN = '7419.43', DilatedRNN = '7523.84', MLP = '7447.05', DLinear = '7465.61', NLinear = '7533.4', TFT = '7406.44', StemGNN = '7344.58', MLPMultivariate = '7230.71', TiDE = '7495.75', DeepNPTS = '7421.88', y = '7527.5' WHERE ds = '2024-04-22 00:00:00'
|
||
2024-11-20 10:33:31,470 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-22 00:00:00', NHITS = '7496.98', Informer = '7406.58', LSTM = '7488.83', iTransformer = '7424.42', TSMixer = '7488.17', TSMixerx = '7396.38', PatchTST = '7437.13', RNN = '7540.59', GRU = '7567.34', TCN = '7522.83', BiTCN = '7419.43', DilatedRNN = '7523.84', MLP = '7447.05', DLinear = '7465.61', NLinear = '7533.4', TFT = '7406.44', StemGNN = '7344.58', MLPMultivariate = '7230.71', TiDE = '7495.75', DeepNPTS = '7421.88', y = '7527.5' WHERE ds = '2024-04-22 00:00:00'
|
||
2024-11-20 10:33:31,472 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-23 00:00:00', NHITS = '7500.82', Informer = '7452.72', LSTM = '7481.53', iTransformer = '7395.13', TSMixer = '7502.22', TSMixerx = '7423.83', PatchTST = '7450.05', RNN = '7529.01', GRU = '7554.42', TCN = '7525.62', BiTCN = '7422.18', DilatedRNN = '7519.67', MLP = '7474.19', DLinear = '7493.49', NLinear = '7518.56', TFT = '7409.24', StemGNN = '7349.08', MLPMultivariate = '7271.15', TiDE = '7508.02', DeepNPTS = '7407.19', y = '7510.0' WHERE ds = '2024-04-23 00:00:00'
|
||
2024-11-20 10:33:31,472 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-23 00:00:00', NHITS = '7500.82', Informer = '7452.72', LSTM = '7481.53', iTransformer = '7395.13', TSMixer = '7502.22', TSMixerx = '7423.83', PatchTST = '7450.05', RNN = '7529.01', GRU = '7554.42', TCN = '7525.62', BiTCN = '7422.18', DilatedRNN = '7519.67', MLP = '7474.19', DLinear = '7493.49', NLinear = '7518.56', TFT = '7409.24', StemGNN = '7349.08', MLPMultivariate = '7271.15', TiDE = '7508.02', DeepNPTS = '7407.19', y = '7510.0' WHERE ds = '2024-04-23 00:00:00'
|
||
2024-11-20 10:33:31,474 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-24 00:00:00', NHITS = '7497.27', Informer = '7500.77', LSTM = '7459.8', iTransformer = '7455.1', TSMixer = '7496.63', TSMixerx = '7431.4', PatchTST = '7476.97', RNN = '7509.26', GRU = '7532.07', TCN = '7519.69', BiTCN = '7425.21', DilatedRNN = '7500.56', MLP = '7480.36', DLinear = '7501.79', NLinear = '7492.2', TFT = '7399.97', StemGNN = '7354.25', MLPMultivariate = '7295.49', TiDE = '7501.93', DeepNPTS = '7410.32', y = '7487.5' WHERE ds = '2024-04-24 00:00:00'
|
||
2024-11-20 10:33:31,474 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-24 00:00:00', NHITS = '7497.27', Informer = '7500.77', LSTM = '7459.8', iTransformer = '7455.1', TSMixer = '7496.63', TSMixerx = '7431.4', PatchTST = '7476.97', RNN = '7509.26', GRU = '7532.07', TCN = '7519.69', BiTCN = '7425.21', DilatedRNN = '7500.56', MLP = '7480.36', DLinear = '7501.79', NLinear = '7492.2', TFT = '7399.97', StemGNN = '7354.25', MLPMultivariate = '7295.49', TiDE = '7501.93', DeepNPTS = '7410.32', y = '7487.5' WHERE ds = '2024-04-24 00:00:00'
|
||
2024-11-20 10:33:31,477 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-25 00:00:00', NHITS = '7494.2', Informer = '7521.97', LSTM = '7429.77', iTransformer = '7471.33', TSMixer = '7478.92', TSMixerx = '7441.51', PatchTST = '7488.24', RNN = '7489.95', GRU = '7505.15', TCN = '7494.85', BiTCN = '7433.35', DilatedRNN = '7474.95', MLP = '7478.76', DLinear = '7484.28', NLinear = '7477.99', TFT = '7392.8', StemGNN = '7358.79', MLPMultivariate = '7279.72', TiDE = '7481.18', DeepNPTS = '7420.67', y = '7487.5' WHERE ds = '2024-04-25 00:00:00'
|
||
2024-11-20 10:33:31,477 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-25 00:00:00', NHITS = '7494.2', Informer = '7521.97', LSTM = '7429.77', iTransformer = '7471.33', TSMixer = '7478.92', TSMixerx = '7441.51', PatchTST = '7488.24', RNN = '7489.95', GRU = '7505.15', TCN = '7494.85', BiTCN = '7433.35', DilatedRNN = '7474.95', MLP = '7478.76', DLinear = '7484.28', NLinear = '7477.99', TFT = '7392.8', StemGNN = '7358.79', MLPMultivariate = '7279.72', TiDE = '7481.18', DeepNPTS = '7420.67', y = '7487.5' WHERE ds = '2024-04-25 00:00:00'
|
||
2024-11-20 10:33:31,479 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-26 00:00:00', NHITS = '7487.55', Informer = '7493.94', LSTM = '7433.02', iTransformer = '7460.56', TSMixer = '7472.8', TSMixerx = '7448.11', PatchTST = '7513.83', RNN = '7482.12', GRU = '7512.5', TCN = '7489.62', BiTCN = '7445.96', DilatedRNN = '7481.97', MLP = '7489.84', DLinear = '7486.69', NLinear = '7476.71', TFT = '7395.86', StemGNN = '7361.77', MLPMultivariate = '7288.1', TiDE = '7477.9', DeepNPTS = '7450.74', y = '7502.5' WHERE ds = '2024-04-26 00:00:00'
|
||
2024-11-20 10:33:31,479 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-26 00:00:00', NHITS = '7487.55', Informer = '7493.94', LSTM = '7433.02', iTransformer = '7460.56', TSMixer = '7472.8', TSMixerx = '7448.11', PatchTST = '7513.83', RNN = '7482.12', GRU = '7512.5', TCN = '7489.62', BiTCN = '7445.96', DilatedRNN = '7481.97', MLP = '7489.84', DLinear = '7486.69', NLinear = '7476.71', TFT = '7395.86', StemGNN = '7361.77', MLPMultivariate = '7288.1', TiDE = '7477.9', DeepNPTS = '7450.74', y = '7502.5' WHERE ds = '2024-04-26 00:00:00'
|
||
2024-11-20 10:33:31,481 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-28 00:00:00', NHITS = '7492.31', Informer = '7527.77', LSTM = '7453.0', iTransformer = '7454.06', TSMixer = '7481.64', TSMixerx = '7470.31', PatchTST = '7526.84', RNN = '7501.31', GRU = '7531.63', TCN = '7497.66', BiTCN = '7466.42', DilatedRNN = '7499.28', MLP = '7485.05', DLinear = '7472.34', NLinear = '7496.09', TFT = '7403.69', StemGNN = '7365.99', MLPMultivariate = '7287.76', TiDE = '7486.34', DeepNPTS = '7491.89', y = '7527.5' WHERE ds = '2024-04-28 00:00:00'
|
||
2024-11-20 10:33:31,481 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-28 00:00:00', NHITS = '7492.31', Informer = '7527.77', LSTM = '7453.0', iTransformer = '7454.06', TSMixer = '7481.64', TSMixerx = '7470.31', PatchTST = '7526.84', RNN = '7501.31', GRU = '7531.63', TCN = '7497.66', BiTCN = '7466.42', DilatedRNN = '7499.28', MLP = '7485.05', DLinear = '7472.34', NLinear = '7496.09', TFT = '7403.69', StemGNN = '7365.99', MLPMultivariate = '7287.76', TiDE = '7486.34', DeepNPTS = '7491.89', y = '7527.5' WHERE ds = '2024-04-28 00:00:00'
|
||
2024-11-20 10:33:31,484 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-29 00:00:00', NHITS = '7498.57', Informer = '7548.47', LSTM = '7486.26', iTransformer = '7431.35', TSMixer = '7495.67', TSMixerx = '7531.22', PatchTST = '7528.19', RNN = '7533.16', GRU = '7564.23', TCN = '7521.28', BiTCN = '7480.11', DilatedRNN = '7535.52', MLP = '7457.69', DLinear = '7502.54', NLinear = '7512.45', TFT = '7415.22', StemGNN = '7369.91', MLPMultivariate = '7304.96', TiDE = '7503.48', DeepNPTS = '7512.67', y = '7537.5' WHERE ds = '2024-04-29 00:00:00'
|
||
2024-11-20 10:33:31,484 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-29 00:00:00', NHITS = '7498.57', Informer = '7548.47', LSTM = '7486.26', iTransformer = '7431.35', TSMixer = '7495.67', TSMixerx = '7531.22', PatchTST = '7528.19', RNN = '7533.16', GRU = '7564.23', TCN = '7521.28', BiTCN = '7480.11', DilatedRNN = '7535.52', MLP = '7457.69', DLinear = '7502.54', NLinear = '7512.45', TFT = '7415.22', StemGNN = '7369.91', MLPMultivariate = '7304.96', TiDE = '7503.48', DeepNPTS = '7512.67', y = '7537.5' WHERE ds = '2024-04-29 00:00:00'
|
||
2024-11-20 10:33:31,486 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-30 00:00:00', NHITS = '7495.75', Informer = '7592.61', LSTM = '7496.31', iTransformer = '7370.04', TSMixer = '7501.83', TSMixerx = '7521.1', PatchTST = '7525.03', RNN = '7545.76', GRU = '7570.16', TCN = '7542.07', BiTCN = '7482.28', DilatedRNN = '7551.96', MLP = '7438.24', DLinear = '7535.52', NLinear = '7529.03', TFT = '7422.59', StemGNN = '7374.53', MLPMultivariate = '7279.18', TiDE = '7509.82', DeepNPTS = '7520.88', y = '7532.5' WHERE ds = '2024-04-30 00:00:00'
|
||
2024-11-20 10:33:31,486 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-04-30 00:00:00', NHITS = '7495.75', Informer = '7592.61', LSTM = '7496.31', iTransformer = '7370.04', TSMixer = '7501.83', TSMixerx = '7521.1', PatchTST = '7525.03', RNN = '7545.76', GRU = '7570.16', TCN = '7542.07', BiTCN = '7482.28', DilatedRNN = '7551.96', MLP = '7438.24', DLinear = '7535.52', NLinear = '7529.03', TFT = '7422.59', StemGNN = '7374.53', MLPMultivariate = '7279.18', TiDE = '7509.82', DeepNPTS = '7520.88', y = '7532.5' WHERE ds = '2024-04-30 00:00:00'
|
||
2024-11-20 10:33:31,489 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-06 00:00:00', NHITS = '7486.98', Informer = '7575.81', LSTM = '7488.82', iTransformer = '7356.33', TSMixer = '7496.14', TSMixerx = '7475.81', PatchTST = '7510.93', RNN = '7539.36', GRU = '7560.82', TCN = '7539.02', BiTCN = '7472.66', DilatedRNN = '7538.92', MLP = '7425.33', DLinear = '7523.91', NLinear = '7531.51', TFT = '7425.09', StemGNN = '7380.07', MLPMultivariate = '7292.73', TiDE = '7510.87', DeepNPTS = '7504.35', y = '7502.5' WHERE ds = '2024-05-06 00:00:00'
|
||
2024-11-20 10:33:31,489 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-06 00:00:00', NHITS = '7486.98', Informer = '7575.81', LSTM = '7488.82', iTransformer = '7356.33', TSMixer = '7496.14', TSMixerx = '7475.81', PatchTST = '7510.93', RNN = '7539.36', GRU = '7560.82', TCN = '7539.02', BiTCN = '7472.66', DilatedRNN = '7538.92', MLP = '7425.33', DLinear = '7523.91', NLinear = '7531.51', TFT = '7425.09', StemGNN = '7380.07', MLPMultivariate = '7292.73', TiDE = '7510.87', DeepNPTS = '7504.35', y = '7502.5' WHERE ds = '2024-05-06 00:00:00'
|
||
2024-11-20 10:33:31,491 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-07 00:00:00', NHITS = '7459.47', Informer = '7522.92', LSTM = '7446.9', iTransformer = '7293.06', TSMixer = '7472.45', TSMixerx = '7416.02', PatchTST = '7473.61', RNN = '7500.68', GRU = '7517.77', TCN = '7513.82', BiTCN = '7461.0', DilatedRNN = '7495.62', MLP = '7401.71', DLinear = '7499.71', NLinear = '7493.95', TFT = '7423.25', StemGNN = '7385.97', MLPMultivariate = '7269.02', TiDE = '7482.75', DeepNPTS = '7427.8', y = '7475.0' WHERE ds = '2024-05-07 00:00:00'
|
||
2024-11-20 10:33:31,491 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-07 00:00:00', NHITS = '7459.47', Informer = '7522.92', LSTM = '7446.9', iTransformer = '7293.06', TSMixer = '7472.45', TSMixerx = '7416.02', PatchTST = '7473.61', RNN = '7500.68', GRU = '7517.77', TCN = '7513.82', BiTCN = '7461.0', DilatedRNN = '7495.62', MLP = '7401.71', DLinear = '7499.71', NLinear = '7493.95', TFT = '7423.25', StemGNN = '7385.97', MLPMultivariate = '7269.02', TiDE = '7482.75', DeepNPTS = '7427.8', y = '7475.0' WHERE ds = '2024-05-07 00:00:00'
|
||
2024-11-20 10:33:31,493 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-08 00:00:00', NHITS = '7452.1', Informer = '7498.92', LSTM = '7412.88', iTransformer = '7266.95', TSMixer = '7451.0', TSMixerx = '7393.7', PatchTST = '7456.99', RNN = '7466.12', GRU = '7491.15', TCN = '7492.59', BiTCN = '7451.26', DilatedRNN = '7466.67', MLP = '7400.62', DLinear = '7459.54', NLinear = '7476.41', TFT = '7422.86', StemGNN = '7391.94', MLPMultivariate = '7251.08', TiDE = '7457.2', DeepNPTS = '7413.32', y = '7512.5' WHERE ds = '2024-05-08 00:00:00'
|
||
2024-11-20 10:33:31,493 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-08 00:00:00', NHITS = '7452.1', Informer = '7498.92', LSTM = '7412.88', iTransformer = '7266.95', TSMixer = '7451.0', TSMixerx = '7393.7', PatchTST = '7456.99', RNN = '7466.12', GRU = '7491.15', TCN = '7492.59', BiTCN = '7451.26', DilatedRNN = '7466.67', MLP = '7400.62', DLinear = '7459.54', NLinear = '7476.41', TFT = '7422.86', StemGNN = '7391.94', MLPMultivariate = '7251.08', TiDE = '7457.2', DeepNPTS = '7413.32', y = '7512.5' WHERE ds = '2024-05-08 00:00:00'
|
||
2024-11-20 10:33:31,495 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-09 00:00:00', NHITS = '7507.17', Informer = '7481.83', LSTM = '7470.25', iTransformer = '7276.28', TSMixer = '7474.45', TSMixerx = '7402.05', PatchTST = '7487.83', RNN = '7516.03', GRU = '7551.66', TCN = '7514.2', BiTCN = '7457.1', DilatedRNN = '7515.92', MLP = '7427.3', DLinear = '7461.2', NLinear = '7499.92', TFT = '7434.42', StemGNN = '7398.46', MLPMultivariate = '7258.22', TiDE = '7479.38', DeepNPTS = '7489.75', y = '7505.0' WHERE ds = '2024-05-09 00:00:00'
|
||
2024-11-20 10:33:31,495 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-09 00:00:00', NHITS = '7507.17', Informer = '7481.83', LSTM = '7470.25', iTransformer = '7276.28', TSMixer = '7474.45', TSMixerx = '7402.05', PatchTST = '7487.83', RNN = '7516.03', GRU = '7551.66', TCN = '7514.2', BiTCN = '7457.1', DilatedRNN = '7515.92', MLP = '7427.3', DLinear = '7461.2', NLinear = '7499.92', TFT = '7434.42', StemGNN = '7398.46', MLPMultivariate = '7258.22', TiDE = '7479.38', DeepNPTS = '7489.75', y = '7505.0' WHERE ds = '2024-05-09 00:00:00'
|
||
2024-11-20 10:33:31,497 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-10 00:00:00', NHITS = '7513.2', Informer = '7490.87', LSTM = '7449.28', iTransformer = '7300.66', TSMixer = '7485.6', TSMixerx = '7421.4', PatchTST = '7469.69', RNN = '7498.91', GRU = '7523.2', TCN = '7512.77', BiTCN = '7449.59', DilatedRNN = '7501.96', MLP = '7431.21', DLinear = '7468.93', NLinear = '7501.23', TFT = '7437.45', StemGNN = '7405.6', MLPMultivariate = '7252.87', TiDE = '7475.75', DeepNPTS = '7494.29', y = '7477.5' WHERE ds = '2024-05-10 00:00:00'
|
||
2024-11-20 10:33:31,497 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-10 00:00:00', NHITS = '7513.2', Informer = '7490.87', LSTM = '7449.28', iTransformer = '7300.66', TSMixer = '7485.6', TSMixerx = '7421.4', PatchTST = '7469.69', RNN = '7498.91', GRU = '7523.2', TCN = '7512.77', BiTCN = '7449.59', DilatedRNN = '7501.96', MLP = '7431.21', DLinear = '7468.93', NLinear = '7501.23', TFT = '7437.45', StemGNN = '7405.6', MLPMultivariate = '7252.87', TiDE = '7475.75', DeepNPTS = '7494.29', y = '7477.5' WHERE ds = '2024-05-10 00:00:00'
|
||
2024-11-20 10:33:31,499 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-11 00:00:00', NHITS = '7483.99', Informer = '7472.65', LSTM = '7416.67', iTransformer = '7318.22', TSMixer = '7474.62', TSMixerx = '7444.24', PatchTST = '7451.12', RNN = '7474.21', GRU = '7495.17', TCN = '7500.56', BiTCN = '7435.79', DilatedRNN = '7469.77', MLP = '7434.19', DLinear = '7468.85', NLinear = '7475.62', TFT = '7438.88', StemGNN = '7412.61', MLPMultivariate = '7258.36', TiDE = '7463.97', DeepNPTS = '7463.24', y = '7475.0' WHERE ds = '2024-05-11 00:00:00'
|
||
2024-11-20 10:33:31,499 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-11 00:00:00', NHITS = '7483.99', Informer = '7472.65', LSTM = '7416.67', iTransformer = '7318.22', TSMixer = '7474.62', TSMixerx = '7444.24', PatchTST = '7451.12', RNN = '7474.21', GRU = '7495.17', TCN = '7500.56', BiTCN = '7435.79', DilatedRNN = '7469.77', MLP = '7434.19', DLinear = '7468.85', NLinear = '7475.62', TFT = '7438.88', StemGNN = '7412.61', MLPMultivariate = '7258.36', TiDE = '7463.97', DeepNPTS = '7463.24', y = '7475.0' WHERE ds = '2024-05-11 00:00:00'
|
||
2024-11-20 10:33:31,502 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-13 00:00:00', NHITS = '7492.02', Informer = '7469.96', LSTM = '7417.52', iTransformer = '7332.23', TSMixer = '7473.29', TSMixerx = '7459.2', PatchTST = '7460.44', RNN = '7485.61', GRU = '7499.11', TCN = '7486.36', BiTCN = '7435.56', DilatedRNN = '7462.95', MLP = '7449.81', DLinear = '7487.18', NLinear = '7477.07', TFT = '7448.36', StemGNN = '7419.8', MLPMultivariate = '7278.9', TiDE = '7470.81', DeepNPTS = '7462.39', y = '7485.0' WHERE ds = '2024-05-13 00:00:00'
|
||
2024-11-20 10:33:31,502 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-13 00:00:00', NHITS = '7492.02', Informer = '7469.96', LSTM = '7417.52', iTransformer = '7332.23', TSMixer = '7473.29', TSMixerx = '7459.2', PatchTST = '7460.44', RNN = '7485.61', GRU = '7499.11', TCN = '7486.36', BiTCN = '7435.56', DilatedRNN = '7462.95', MLP = '7449.81', DLinear = '7487.18', NLinear = '7477.07', TFT = '7448.36', StemGNN = '7419.8', MLPMultivariate = '7278.9', TiDE = '7470.81', DeepNPTS = '7462.39', y = '7485.0' WHERE ds = '2024-05-13 00:00:00'
|
||
2024-11-20 10:33:31,505 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-14 00:00:00', NHITS = '7485.84', Informer = '7471.29', LSTM = '7430.62', iTransformer = '7342.64', TSMixer = '7479.87', TSMixerx = '7489.41', PatchTST = '7462.96', RNN = '7479.66', GRU = '7511.71', TCN = '7483.63', BiTCN = '7457.97', DilatedRNN = '7468.02', MLP = '7482.82', DLinear = '7489.58', NLinear = '7495.8', TFT = '7450.75', StemGNN = '7428.02', MLPMultivariate = '7325.6', TiDE = '7475.31', DeepNPTS = '7470.97', y = '7507.5' WHERE ds = '2024-05-14 00:00:00'
|
||
2024-11-20 10:33:31,505 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-14 00:00:00', NHITS = '7485.84', Informer = '7471.29', LSTM = '7430.62', iTransformer = '7342.64', TSMixer = '7479.87', TSMixerx = '7489.41', PatchTST = '7462.96', RNN = '7479.66', GRU = '7511.71', TCN = '7483.63', BiTCN = '7457.97', DilatedRNN = '7468.02', MLP = '7482.82', DLinear = '7489.58', NLinear = '7495.8', TFT = '7450.75', StemGNN = '7428.02', MLPMultivariate = '7325.6', TiDE = '7475.31', DeepNPTS = '7470.97', y = '7507.5' WHERE ds = '2024-05-14 00:00:00'
|
||
2024-11-20 10:33:31,507 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-15 00:00:00', NHITS = '7494.66', Informer = '7527.76', LSTM = '7462.12', iTransformer = '7357.79', TSMixer = '7498.05', TSMixerx = '7496.8', PatchTST = '7487.66', RNN = '7508.05', GRU = '7541.39', TCN = '7503.29', BiTCN = '7486.74', DilatedRNN = '7493.37', MLP = '7518.69', DLinear = '7500.46', NLinear = '7501.49', TFT = '7471.96', StemGNN = '7432.85', MLPMultivariate = '7329.11', TiDE = '7495.48', DeepNPTS = '7474.04', y = '7510.0' WHERE ds = '2024-05-15 00:00:00'
|
||
2024-11-20 10:33:31,507 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-15 00:00:00', NHITS = '7494.66', Informer = '7527.76', LSTM = '7462.12', iTransformer = '7357.79', TSMixer = '7498.05', TSMixerx = '7496.8', PatchTST = '7487.66', RNN = '7508.05', GRU = '7541.39', TCN = '7503.29', BiTCN = '7486.74', DilatedRNN = '7493.37', MLP = '7518.69', DLinear = '7500.46', NLinear = '7501.49', TFT = '7471.96', StemGNN = '7432.85', MLPMultivariate = '7329.11', TiDE = '7495.48', DeepNPTS = '7474.04', y = '7510.0' WHERE ds = '2024-05-15 00:00:00'
|
||
2024-11-20 10:33:31,509 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-16 00:00:00', NHITS = '7486.32', Informer = '7547.16', LSTM = '7461.93', iTransformer = '7375.92', TSMixer = '7505.98', TSMixerx = '7500.59', PatchTST = '7506.94', RNN = '7517.17', GRU = '7536.9', TCN = '7516.66', BiTCN = '7504.73', DilatedRNN = '7500.54', MLP = '7524.96', DLinear = '7515.96', NLinear = '7497.25', TFT = '7475.93', StemGNN = '7436.31', MLPMultivariate = '7369.26', TiDE = '7509.39', DeepNPTS = '7487.81', y = '7525.0' WHERE ds = '2024-05-16 00:00:00'
|
||
2024-11-20 10:33:31,509 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-16 00:00:00', NHITS = '7486.32', Informer = '7547.16', LSTM = '7461.93', iTransformer = '7375.92', TSMixer = '7505.98', TSMixerx = '7500.59', PatchTST = '7506.94', RNN = '7517.17', GRU = '7536.9', TCN = '7516.66', BiTCN = '7504.73', DilatedRNN = '7500.54', MLP = '7524.96', DLinear = '7515.96', NLinear = '7497.25', TFT = '7475.93', StemGNN = '7436.31', MLPMultivariate = '7369.26', TiDE = '7509.39', DeepNPTS = '7487.81', y = '7525.0' WHERE ds = '2024-05-16 00:00:00'
|
||
2024-11-20 10:33:31,511 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-17 00:00:00', NHITS = '7495.27', Informer = '7547.66', LSTM = '7484.75', iTransformer = '7363.66', TSMixer = '7512.85', TSMixerx = '7512.16', PatchTST = '7527.19', RNN = '7534.39', GRU = '7561.08', TCN = '7537.95', BiTCN = '7517.79', DilatedRNN = '7529.81', MLP = '7511.87', DLinear = '7526.4', NLinear = '7519.39', TFT = '7487.89', StemGNN = '7438.31', MLPMultivariate = '7337.0', TiDE = '7520.01', DeepNPTS = '7495.98', y = '7587.5' WHERE ds = '2024-05-17 00:00:00'
|
||
2024-11-20 10:33:31,511 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-17 00:00:00', NHITS = '7495.27', Informer = '7547.66', LSTM = '7484.75', iTransformer = '7363.66', TSMixer = '7512.85', TSMixerx = '7512.16', PatchTST = '7527.19', RNN = '7534.39', GRU = '7561.08', TCN = '7537.95', BiTCN = '7517.79', DilatedRNN = '7529.81', MLP = '7511.87', DLinear = '7526.4', NLinear = '7519.39', TFT = '7487.89', StemGNN = '7438.31', MLPMultivariate = '7337.0', TiDE = '7520.01', DeepNPTS = '7495.98', y = '7587.5' WHERE ds = '2024-05-17 00:00:00'
|
||
2024-11-20 10:33:31,513 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-20 00:00:00', NHITS = '7560.91', Informer = '7627.52', LSTM = '7571.38', iTransformer = '7382.25', TSMixer = '7551.36', TSMixerx = '7540.14', PatchTST = '7599.44', RNN = '7615.53', GRU = '7644.78', TCN = '7640.54', BiTCN = '7541.9', DilatedRNN = '7609.56', MLP = '7537.17', DLinear = '7538.88', NLinear = '7591.33', TFT = '7608.87', StemGNN = '7440.06', MLPMultivariate = '7344.79', TiDE = '7572.66', DeepNPTS = '7580.6', y = '7670.0' WHERE ds = '2024-05-20 00:00:00'
|
||
2024-11-20 10:33:31,513 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-20 00:00:00', NHITS = '7560.91', Informer = '7627.52', LSTM = '7571.38', iTransformer = '7382.25', TSMixer = '7551.36', TSMixerx = '7540.14', PatchTST = '7599.44', RNN = '7615.53', GRU = '7644.78', TCN = '7640.54', BiTCN = '7541.9', DilatedRNN = '7609.56', MLP = '7537.17', DLinear = '7538.88', NLinear = '7591.33', TFT = '7608.87', StemGNN = '7440.06', MLPMultivariate = '7344.79', TiDE = '7572.66', DeepNPTS = '7580.6', y = '7670.0' WHERE ds = '2024-05-20 00:00:00'
|
||
2024-11-20 10:33:31,516 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-21 00:00:00', NHITS = '7658.46', Informer = '7702.18', LSTM = '7684.89', iTransformer = '7412.29', TSMixer = '7615.56', TSMixerx = '7572.75', PatchTST = '7679.05', RNN = '7723.06', GRU = '7740.26', TCN = '7767.59', BiTCN = '7554.82', DilatedRNN = '7719.04', MLP = '7600.38', DLinear = '7599.58', NLinear = '7671.84', TFT = '7656.84', StemGNN = '7442.83', MLPMultivariate = '7387.49', TiDE = '7645.65', DeepNPTS = '7667.59', y = '7677.5' WHERE ds = '2024-05-21 00:00:00'
|
||
2024-11-20 10:33:31,516 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-21 00:00:00', NHITS = '7658.46', Informer = '7702.18', LSTM = '7684.89', iTransformer = '7412.29', TSMixer = '7615.56', TSMixerx = '7572.75', PatchTST = '7679.05', RNN = '7723.06', GRU = '7740.26', TCN = '7767.59', BiTCN = '7554.82', DilatedRNN = '7719.04', MLP = '7600.38', DLinear = '7599.58', NLinear = '7671.84', TFT = '7656.84', StemGNN = '7442.83', MLPMultivariate = '7387.49', TiDE = '7645.65', DeepNPTS = '7667.59', y = '7677.5' WHERE ds = '2024-05-21 00:00:00'
|
||
2024-11-20 10:33:31,519 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-22 00:00:00', NHITS = '7658.66', Informer = '7694.97', LSTM = '7674.66', iTransformer = '7429.14', TSMixer = '7638.08', TSMixerx = '7568.24', PatchTST = '7632.54', RNN = '7712.51', GRU = '7717.9', TCN = '7771.7', BiTCN = '7542.16', DilatedRNN = '7724.91', MLP = '7588.67', DLinear = '7629.96', NLinear = '7679.33', TFT = '7656.76', StemGNN = '7446.85', MLPMultivariate = '7412.06', TiDE = '7659.85', DeepNPTS = '7672.34', y = '7677.5' WHERE ds = '2024-05-22 00:00:00'
|
||
2024-11-20 10:33:31,519 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-22 00:00:00', NHITS = '7658.66', Informer = '7694.97', LSTM = '7674.66', iTransformer = '7429.14', TSMixer = '7638.08', TSMixerx = '7568.24', PatchTST = '7632.54', RNN = '7712.51', GRU = '7717.9', TCN = '7771.7', BiTCN = '7542.16', DilatedRNN = '7724.91', MLP = '7588.67', DLinear = '7629.96', NLinear = '7679.33', TFT = '7656.76', StemGNN = '7446.85', MLPMultivariate = '7412.06', TiDE = '7659.85', DeepNPTS = '7672.34', y = '7677.5' WHERE ds = '2024-05-22 00:00:00'
|
||
2024-11-20 10:33:31,521 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-23 00:00:00', NHITS = '7642.4', Informer = '7676.73', LSTM = '7676.06', iTransformer = '7435.77', TSMixer = '7634.23', TSMixerx = '7552.03', PatchTST = '7612.69', RNN = '7712.66', GRU = '7718.55', TCN = '7767.44', BiTCN = '7536.28', DilatedRNN = '7722.24', MLP = '7566.67', DLinear = '7651.84', NLinear = '7671.41', TFT = '7581.26', StemGNN = '7452.62', MLPMultivariate = '7439.62', TiDE = '7656.34', DeepNPTS = '7653.24', y = '7645.0' WHERE ds = '2024-05-23 00:00:00'
|
||
2024-11-20 10:33:31,521 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-23 00:00:00', NHITS = '7642.4', Informer = '7676.73', LSTM = '7676.06', iTransformer = '7435.77', TSMixer = '7634.23', TSMixerx = '7552.03', PatchTST = '7612.69', RNN = '7712.66', GRU = '7718.55', TCN = '7767.44', BiTCN = '7536.28', DilatedRNN = '7722.24', MLP = '7566.67', DLinear = '7651.84', NLinear = '7671.41', TFT = '7581.26', StemGNN = '7452.62', MLPMultivariate = '7439.62', TiDE = '7656.34', DeepNPTS = '7653.24', y = '7645.0' WHERE ds = '2024-05-23 00:00:00'
|
||
2024-11-20 10:33:31,524 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-24 00:00:00', NHITS = '7609.85', Informer = '7677.56', LSTM = '7617.06', iTransformer = '7413.75', TSMixer = '7605.9', TSMixerx = '7513.65', PatchTST = '7579.41', RNN = '7654.46', GRU = '7660.86', TCN = '7738.27', BiTCN = '7534.54', DilatedRNN = '7674.64', MLP = '7539.22', DLinear = '7650.42', NLinear = '7640.53', TFT = '7529.25', StemGNN = '7459.19', MLPMultivariate = '7459.08', TiDE = '7620.13', DeepNPTS = '7598.74', y = '7630.0' WHERE ds = '2024-05-24 00:00:00'
|
||
2024-11-20 10:33:31,524 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-24 00:00:00', NHITS = '7609.85', Informer = '7677.56', LSTM = '7617.06', iTransformer = '7413.75', TSMixer = '7605.9', TSMixerx = '7513.65', PatchTST = '7579.41', RNN = '7654.46', GRU = '7660.86', TCN = '7738.27', BiTCN = '7534.54', DilatedRNN = '7674.64', MLP = '7539.22', DLinear = '7650.42', NLinear = '7640.53', TFT = '7529.25', StemGNN = '7459.19', MLPMultivariate = '7459.08', TiDE = '7620.13', DeepNPTS = '7598.74', y = '7630.0' WHERE ds = '2024-05-24 00:00:00'
|
||
2024-11-20 10:33:31,526 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-27 00:00:00', NHITS = '7602.61', Informer = '7604.74', LSTM = '7602.11', iTransformer = '7442.68', TSMixer = '7591.02', TSMixerx = '7509.58', PatchTST = '7585.75', RNN = '7619.81', GRU = '7655.25', TCN = '7679.82', BiTCN = '7535.6', DilatedRNN = '7648.6', MLP = '7529.26', DLinear = '7610.52', NLinear = '7622.08', TFT = '7536.4', StemGNN = '7467.0', MLPMultivariate = '7448.39', TiDE = '7606.81', DeepNPTS = '7607.49', y = '7650.0' WHERE ds = '2024-05-27 00:00:00'
|
||
2024-11-20 10:33:31,526 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-27 00:00:00', NHITS = '7602.61', Informer = '7604.74', LSTM = '7602.11', iTransformer = '7442.68', TSMixer = '7591.02', TSMixerx = '7509.58', PatchTST = '7585.75', RNN = '7619.81', GRU = '7655.25', TCN = '7679.82', BiTCN = '7535.6', DilatedRNN = '7648.6', MLP = '7529.26', DLinear = '7610.52', NLinear = '7622.08', TFT = '7536.4', StemGNN = '7467.0', MLPMultivariate = '7448.39', TiDE = '7606.81', DeepNPTS = '7607.49', y = '7650.0' WHERE ds = '2024-05-27 00:00:00'
|
||
2024-11-20 10:33:31,529 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-28 00:00:00', NHITS = '7621.53', Informer = '7579.11', LSTM = '7632.67', iTransformer = '7460.22', TSMixer = '7604.76', TSMixerx = '7536.8', PatchTST = '7604.37', RNN = '7666.65', GRU = '7688.61', TCN = '7713.19', BiTCN = '7536.61', DilatedRNN = '7676.49', MLP = '7535.3', DLinear = '7602.96', NLinear = '7628.69', TFT = '7561.36', StemGNN = '7475.23', MLPMultivariate = '7472.05', TiDE = '7623.2', DeepNPTS = '7637.36', y = '7690.0' WHERE ds = '2024-05-28 00:00:00'
|
||
2024-11-20 10:33:31,529 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-28 00:00:00', NHITS = '7621.53', Informer = '7579.11', LSTM = '7632.67', iTransformer = '7460.22', TSMixer = '7604.76', TSMixerx = '7536.8', PatchTST = '7604.37', RNN = '7666.65', GRU = '7688.61', TCN = '7713.19', BiTCN = '7536.61', DilatedRNN = '7676.49', MLP = '7535.3', DLinear = '7602.96', NLinear = '7628.69', TFT = '7561.36', StemGNN = '7475.23', MLPMultivariate = '7472.05', TiDE = '7623.2', DeepNPTS = '7637.36', y = '7690.0' WHERE ds = '2024-05-28 00:00:00'
|
||
2024-11-20 10:33:31,531 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-29 00:00:00', NHITS = '7660.31', Informer = '7564.95', LSTM = '7690.2', iTransformer = '7542.13', TSMixer = '7642.38', TSMixerx = '7556.52', PatchTST = '7635.98', RNN = '7722.5', GRU = '7740.62', TCN = '7758.82', BiTCN = '7553.88', DilatedRNN = '7726.35', MLP = '7564.89', DLinear = '7633.76', NLinear = '7662.29', TFT = '7584.71', StemGNN = '7483.88', MLPMultivariate = '7537.41', TiDE = '7655.15', DeepNPTS = '7643.97', y = '7690.0' WHERE ds = '2024-05-29 00:00:00'
|
||
2024-11-20 10:33:31,531 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-29 00:00:00', NHITS = '7660.31', Informer = '7564.95', LSTM = '7690.2', iTransformer = '7542.13', TSMixer = '7642.38', TSMixerx = '7556.52', PatchTST = '7635.98', RNN = '7722.5', GRU = '7740.62', TCN = '7758.82', BiTCN = '7553.88', DilatedRNN = '7726.35', MLP = '7564.89', DLinear = '7633.76', NLinear = '7662.29', TFT = '7584.71', StemGNN = '7483.88', MLPMultivariate = '7537.41', TiDE = '7655.15', DeepNPTS = '7643.97', y = '7690.0' WHERE ds = '2024-05-29 00:00:00'
|
||
2024-11-20 10:33:31,533 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-30 00:00:00', NHITS = '7659.5', Informer = '7553.99', LSTM = '7679.95', iTransformer = '7592.99', TSMixer = '7652.8', TSMixerx = '7541.2', PatchTST = '7625.44', RNN = '7716.96', GRU = '7723.41', TCN = '7779.81', BiTCN = '7572.33', DilatedRNN = '7718.33', MLP = '7566.44', DLinear = '7647.5', NLinear = '7675.07', TFT = '7605.57', StemGNN = '7492.21', MLPMultivariate = '7596.18', TiDE = '7666.5', DeepNPTS = '7566.29', y = '7716.67' WHERE ds = '2024-05-30 00:00:00'
|
||
2024-11-20 10:33:31,533 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-30 00:00:00', NHITS = '7659.5', Informer = '7553.99', LSTM = '7679.95', iTransformer = '7592.99', TSMixer = '7652.8', TSMixerx = '7541.2', PatchTST = '7625.44', RNN = '7716.96', GRU = '7723.41', TCN = '7779.81', BiTCN = '7572.33', DilatedRNN = '7718.33', MLP = '7566.44', DLinear = '7647.5', NLinear = '7675.07', TFT = '7605.57', StemGNN = '7492.21', MLPMultivariate = '7596.18', TiDE = '7666.5', DeepNPTS = '7566.29', y = '7716.67' WHERE ds = '2024-05-30 00:00:00'
|
||
2024-11-20 10:33:31,537 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-31 00:00:00', NHITS = '7676.04', Informer = '7592.94', LSTM = '7721.02', iTransformer = '7620.88', TSMixer = '7669.84', TSMixerx = '7558.63', PatchTST = '7640.45', RNN = '7755.05', GRU = '7767.45', TCN = '7825.41', BiTCN = '7589.97', DilatedRNN = '7745.55', MLP = '7604.26', DLinear = '7679.07', NLinear = '7714.9', TFT = '7641.48', StemGNN = '7499.87', MLPMultivariate = '7620.5', TiDE = '7694.39', DeepNPTS = '7561.95', y = '7740.0' WHERE ds = '2024-05-31 00:00:00'
|
||
2024-11-20 10:33:31,537 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-05-31 00:00:00', NHITS = '7676.04', Informer = '7592.94', LSTM = '7721.02', iTransformer = '7620.88', TSMixer = '7669.84', TSMixerx = '7558.63', PatchTST = '7640.45', RNN = '7755.05', GRU = '7767.45', TCN = '7825.41', BiTCN = '7589.97', DilatedRNN = '7745.55', MLP = '7604.26', DLinear = '7679.07', NLinear = '7714.9', TFT = '7641.48', StemGNN = '7499.87', MLPMultivariate = '7620.5', TiDE = '7694.39', DeepNPTS = '7561.95', y = '7740.0' WHERE ds = '2024-05-31 00:00:00'
|
||
2024-11-20 10:33:31,539 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-03 00:00:00', NHITS = '7690.19', Informer = '7602.5', LSTM = '7744.59', iTransformer = '7643.27', TSMixer = '7692.21', TSMixerx = '7576.14', PatchTST = '7643.83', RNN = '7774.9', GRU = '7783.75', TCN = '7838.53', BiTCN = '7598.89', DilatedRNN = '7768.8', MLP = '7652.97', DLinear = '7688.61', NLinear = '7744.76', TFT = '7658.11', StemGNN = '7507.05', MLPMultivariate = '7660.01', TiDE = '7713.29', DeepNPTS = '7635.55', y = '7720.0' WHERE ds = '2024-06-03 00:00:00'
|
||
2024-11-20 10:33:31,539 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-03 00:00:00', NHITS = '7690.19', Informer = '7602.5', LSTM = '7744.59', iTransformer = '7643.27', TSMixer = '7692.21', TSMixerx = '7576.14', PatchTST = '7643.83', RNN = '7774.9', GRU = '7783.75', TCN = '7838.53', BiTCN = '7598.89', DilatedRNN = '7768.8', MLP = '7652.97', DLinear = '7688.61', NLinear = '7744.76', TFT = '7658.11', StemGNN = '7507.05', MLPMultivariate = '7660.01', TiDE = '7713.29', DeepNPTS = '7635.55', y = '7720.0' WHERE ds = '2024-06-03 00:00:00'
|
||
2024-11-20 10:33:31,541 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-04 00:00:00', NHITS = '7676.58', Informer = '7604.72', LSTM = '7709.75', iTransformer = '7625.74', TSMixer = '7686.42', TSMixerx = '7586.88', PatchTST = '7633.54', RNN = '7732.22', GRU = '7745.49', TCN = '7822.4', BiTCN = '7601.66', DilatedRNN = '7739.83', MLP = '7638.93', DLinear = '7670.32', NLinear = '7704.17', TFT = '7640.85', StemGNN = '7512.9', MLPMultivariate = '7624.79', TiDE = '7702.71', DeepNPTS = '7650.31', y = '7650.0' WHERE ds = '2024-06-04 00:00:00'
|
||
2024-11-20 10:33:31,541 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-04 00:00:00', NHITS = '7676.58', Informer = '7604.72', LSTM = '7709.75', iTransformer = '7625.74', TSMixer = '7686.42', TSMixerx = '7586.88', PatchTST = '7633.54', RNN = '7732.22', GRU = '7745.49', TCN = '7822.4', BiTCN = '7601.66', DilatedRNN = '7739.83', MLP = '7638.93', DLinear = '7670.32', NLinear = '7704.17', TFT = '7640.85', StemGNN = '7512.9', MLPMultivariate = '7624.79', TiDE = '7702.71', DeepNPTS = '7650.31', y = '7650.0' WHERE ds = '2024-06-04 00:00:00'
|
||
2024-11-20 10:33:31,544 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-05 00:00:00', NHITS = '7617.42', Informer = '7585.56', LSTM = '7608.16', iTransformer = '7521.1', TSMixer = '7636.97', TSMixerx = '7592.04', PatchTST = '7619.76', RNN = '7642.54', GRU = '7645.94', TCN = '7710.69', BiTCN = '7592.1', DilatedRNN = '7655.94', MLP = '7600.55', DLinear = '7656.55', NLinear = '7622.66', TFT = '7582.8', StemGNN = '7516.58', MLPMultivariate = '7580.1', TiDE = '7640.7', DeepNPTS = '7558.49', y = '7620.0' WHERE ds = '2024-06-05 00:00:00'
|
||
2024-11-20 10:33:31,544 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-05 00:00:00', NHITS = '7617.42', Informer = '7585.56', LSTM = '7608.16', iTransformer = '7521.1', TSMixer = '7636.97', TSMixerx = '7592.04', PatchTST = '7619.76', RNN = '7642.54', GRU = '7645.94', TCN = '7710.69', BiTCN = '7592.1', DilatedRNN = '7655.94', MLP = '7600.55', DLinear = '7656.55', NLinear = '7622.66', TFT = '7582.8', StemGNN = '7516.58', MLPMultivariate = '7580.1', TiDE = '7640.7', DeepNPTS = '7558.49', y = '7620.0' WHERE ds = '2024-06-05 00:00:00'
|
||
2024-11-20 10:33:31,546 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-06 00:00:00', NHITS = '7627.55', Informer = '7601.65', LSTM = '7581.97', iTransformer = '7498.69', TSMixer = '7602.71', TSMixerx = '7600.4', PatchTST = '7617.53', RNN = '7613.13', GRU = '7635.79', TCN = '7570.58', BiTCN = '7579.57', DilatedRNN = '7631.12', MLP = '7591.91', DLinear = '7629.57', NLinear = '7600.04', TFT = '7577.28', StemGNN = '7519.33', MLPMultivariate = '7549.89', TiDE = '7594.44', DeepNPTS = '7584.87', y = '7600.0' WHERE ds = '2024-06-06 00:00:00'
|
||
2024-11-20 10:33:31,546 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-06 00:00:00', NHITS = '7627.55', Informer = '7601.65', LSTM = '7581.97', iTransformer = '7498.69', TSMixer = '7602.71', TSMixerx = '7600.4', PatchTST = '7617.53', RNN = '7613.13', GRU = '7635.79', TCN = '7570.58', BiTCN = '7579.57', DilatedRNN = '7631.12', MLP = '7591.91', DLinear = '7629.57', NLinear = '7600.04', TFT = '7577.28', StemGNN = '7519.33', MLPMultivariate = '7549.89', TiDE = '7594.44', DeepNPTS = '7584.87', y = '7600.0' WHERE ds = '2024-06-06 00:00:00'
|
||
2024-11-20 10:33:31,549 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-07 00:00:00', NHITS = '7620.12', Informer = '7576.07', LSTM = '7555.8', iTransformer = '7496.98', TSMixer = '7587.86', TSMixerx = '7584.3', PatchTST = '7616.1', RNN = '7584.17', GRU = '7614.55', TCN = '7535.23', BiTCN = '7568.33', DilatedRNN = '7605.75', MLP = '7595.99', DLinear = '7578.05', NLinear = '7587.0', TFT = '7574.39', StemGNN = '7522.1', MLPMultivariate = '7512.69', TiDE = '7578.68', DeepNPTS = '7597.59', y = '7606.67' WHERE ds = '2024-06-07 00:00:00'
|
||
2024-11-20 10:33:31,549 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-07 00:00:00', NHITS = '7620.12', Informer = '7576.07', LSTM = '7555.8', iTransformer = '7496.98', TSMixer = '7587.86', TSMixerx = '7584.3', PatchTST = '7616.1', RNN = '7584.17', GRU = '7614.55', TCN = '7535.23', BiTCN = '7568.33', DilatedRNN = '7605.75', MLP = '7595.99', DLinear = '7578.05', NLinear = '7587.0', TFT = '7574.39', StemGNN = '7522.1', MLPMultivariate = '7512.69', TiDE = '7578.68', DeepNPTS = '7597.59', y = '7606.67' WHERE ds = '2024-06-07 00:00:00'
|
||
2024-11-20 10:33:31,552 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-11 00:00:00', NHITS = '7615.42', Informer = '7561.42', LSTM = '7572.2', iTransformer = '7494.23', TSMixer = '7592.89', TSMixerx = '7608.43', PatchTST = '7623.98', RNN = '7598.93', GRU = '7636.73', TCN = '7560.02', BiTCN = '7573.55', DilatedRNN = '7615.37', MLP = '7596.81', DLinear = '7575.98', NLinear = '7597.5', TFT = '7578.83', StemGNN = '7525.05', MLPMultivariate = '7527.02', TiDE = '7589.47', DeepNPTS = '7608.48', y = '7620.0' WHERE ds = '2024-06-11 00:00:00'
|
||
2024-11-20 10:33:31,552 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-11 00:00:00', NHITS = '7615.42', Informer = '7561.42', LSTM = '7572.2', iTransformer = '7494.23', TSMixer = '7592.89', TSMixerx = '7608.43', PatchTST = '7623.98', RNN = '7598.93', GRU = '7636.73', TCN = '7560.02', BiTCN = '7573.55', DilatedRNN = '7615.37', MLP = '7596.81', DLinear = '7575.98', NLinear = '7597.5', TFT = '7578.83', StemGNN = '7525.05', MLPMultivariate = '7527.02', TiDE = '7589.47', DeepNPTS = '7608.48', y = '7620.0' WHERE ds = '2024-06-11 00:00:00'
|
||
2024-11-20 10:33:31,554 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-12 00:00:00', NHITS = '7611.62', Informer = '7553.93', LSTM = '7591.31', iTransformer = '7496.85', TSMixer = '7606.43', TSMixerx = '7639.72', PatchTST = '7624.18', RNN = '7636.33', GRU = '7654.1', TCN = '7637.44', BiTCN = '7589.62', DilatedRNN = '7633.55', MLP = '7569.36', DLinear = '7605.97', NLinear = '7609.05', TFT = '7591.22', StemGNN = '7527.96', MLPMultivariate = '7539.77', TiDE = '7601.45', DeepNPTS = '7616.41', y = '7673.33' WHERE ds = '2024-06-12 00:00:00'
|
||
2024-11-20 10:33:31,554 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-12 00:00:00', NHITS = '7611.62', Informer = '7553.93', LSTM = '7591.31', iTransformer = '7496.85', TSMixer = '7606.43', TSMixerx = '7639.72', PatchTST = '7624.18', RNN = '7636.33', GRU = '7654.1', TCN = '7637.44', BiTCN = '7589.62', DilatedRNN = '7633.55', MLP = '7569.36', DLinear = '7605.97', NLinear = '7609.05', TFT = '7591.22', StemGNN = '7527.96', MLPMultivariate = '7539.77', TiDE = '7601.45', DeepNPTS = '7616.41', y = '7673.33' WHERE ds = '2024-06-12 00:00:00'
|
||
2024-11-20 10:33:31,557 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-13 00:00:00', NHITS = '7655.61', Informer = '7603.46', LSTM = '7674.73', iTransformer = '7519.39', TSMixer = '7641.07', TSMixerx = '7638.81', PatchTST = '7672.45', RNN = '7713.7', GRU = '7731.49', TCN = '7805.59', BiTCN = '7621.73', DilatedRNN = '7705.76', MLP = '7603.03', DLinear = '7659.96', NLinear = '7673.02', TFT = '7621.81', StemGNN = '7532.56', MLPMultivariate = '7584.4', TiDE = '7645.12', DeepNPTS = '7648.14', y = '7690.0' WHERE ds = '2024-06-13 00:00:00'
|
||
2024-11-20 10:33:31,557 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-13 00:00:00', NHITS = '7655.61', Informer = '7603.46', LSTM = '7674.73', iTransformer = '7519.39', TSMixer = '7641.07', TSMixerx = '7638.81', PatchTST = '7672.45', RNN = '7713.7', GRU = '7731.49', TCN = '7805.59', BiTCN = '7621.73', DilatedRNN = '7705.76', MLP = '7603.03', DLinear = '7659.96', NLinear = '7673.02', TFT = '7621.81', StemGNN = '7532.56', MLPMultivariate = '7584.4', TiDE = '7645.12', DeepNPTS = '7648.14', y = '7690.0' WHERE ds = '2024-06-13 00:00:00'
|
||
2024-11-20 10:33:31,559 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-14 00:00:00', NHITS = '7662.58', Informer = '7670.16', LSTM = '7685.94', iTransformer = '7575.84', TSMixer = '7660.44', TSMixerx = '7647.96', PatchTST = '7682.6', RNN = '7725.29', GRU = '7731.85', TCN = '7828.61', BiTCN = '7646.61', DilatedRNN = '7720.59', MLP = '7639.52', DLinear = '7679.22', NLinear = '7692.25', TFT = '7660.54', StemGNN = '7536.97', MLPMultivariate = '7625.65', TiDE = '7665.64', DeepNPTS = '7660.87', y = '7690.0' WHERE ds = '2024-06-14 00:00:00'
|
||
2024-11-20 10:33:31,559 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-14 00:00:00', NHITS = '7662.58', Informer = '7670.16', LSTM = '7685.94', iTransformer = '7575.84', TSMixer = '7660.44', TSMixerx = '7647.96', PatchTST = '7682.6', RNN = '7725.29', GRU = '7731.85', TCN = '7828.61', BiTCN = '7646.61', DilatedRNN = '7720.59', MLP = '7639.52', DLinear = '7679.22', NLinear = '7692.25', TFT = '7660.54', StemGNN = '7536.97', MLPMultivariate = '7625.65', TiDE = '7665.64', DeepNPTS = '7660.87', y = '7690.0' WHERE ds = '2024-06-14 00:00:00'
|
||
2024-11-20 10:33:31,561 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-17 00:00:00', NHITS = '7671.29', Informer = '7647.84', LSTM = '7684.84', iTransformer = '7597.49', TSMixer = '7665.59', TSMixerx = '7665.5', PatchTST = '7691.83', RNN = '7715.76', GRU = '7728.39', TCN = '7830.33', BiTCN = '7664.51', DilatedRNN = '7720.84', MLP = '7657.3', DLinear = '7667.72', NLinear = '7690.86', TFT = '7643.12', StemGNN = '7541.43', MLPMultivariate = '7646.18', TiDE = '7679.22', DeepNPTS = '7629.43', y = '7656.67' WHERE ds = '2024-06-17 00:00:00'
|
||
2024-11-20 10:33:31,561 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-17 00:00:00', NHITS = '7671.29', Informer = '7647.84', LSTM = '7684.84', iTransformer = '7597.49', TSMixer = '7665.59', TSMixerx = '7665.5', PatchTST = '7691.83', RNN = '7715.76', GRU = '7728.39', TCN = '7830.33', BiTCN = '7664.51', DilatedRNN = '7720.84', MLP = '7657.3', DLinear = '7667.72', NLinear = '7690.86', TFT = '7643.12', StemGNN = '7541.43', MLPMultivariate = '7646.18', TiDE = '7679.22', DeepNPTS = '7629.43', y = '7656.67' WHERE ds = '2024-06-17 00:00:00'
|
||
2024-11-20 10:33:31,563 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-18 00:00:00', NHITS = '7654.17', Informer = '7665.9', LSTM = '7629.33', iTransformer = '7606.86', TSMixer = '7644.06', TSMixerx = '7636.13', PatchTST = '7666.63', RNN = '7667.54', GRU = '7672.72', TCN = '7798.64', BiTCN = '7652.07', DilatedRNN = '7680.42', MLP = '7619.72', DLinear = '7641.58', NLinear = '7656.95', TFT = '7592.23', StemGNN = '7545.62', MLPMultivariate = '7627.04', TiDE = '7657.63', DeepNPTS = '7638.64', y = '7656.67' WHERE ds = '2024-06-18 00:00:00'
|
||
2024-11-20 10:33:31,563 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-18 00:00:00', NHITS = '7654.17', Informer = '7665.9', LSTM = '7629.33', iTransformer = '7606.86', TSMixer = '7644.06', TSMixerx = '7636.13', PatchTST = '7666.63', RNN = '7667.54', GRU = '7672.72', TCN = '7798.64', BiTCN = '7652.07', DilatedRNN = '7680.42', MLP = '7619.72', DLinear = '7641.58', NLinear = '7656.95', TFT = '7592.23', StemGNN = '7545.62', MLPMultivariate = '7627.04', TiDE = '7657.63', DeepNPTS = '7638.64', y = '7656.67' WHERE ds = '2024-06-18 00:00:00'
|
||
2024-11-20 10:33:31,566 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-19 00:00:00', NHITS = '7727.11', Informer = '7640.08', LSTM = '7638.93', iTransformer = '7578.59', TSMixer = '7636.68', TSMixerx = '7591.02', PatchTST = '7659.72', RNN = '7664.19', GRU = '7690.23', TCN = '7756.19', BiTCN = '7637.89', DilatedRNN = '7681.55', MLP = '7618.03', DLinear = '7634.64', NLinear = '7654.33', TFT = '7591.34', StemGNN = '7548.8', MLPMultivariate = '7635.99', TiDE = '7636.73', DeepNPTS = '7637.2', y = '7670.0' WHERE ds = '2024-06-19 00:00:00'
|
||
2024-11-20 10:33:31,566 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-19 00:00:00', NHITS = '7727.11', Informer = '7640.08', LSTM = '7638.93', iTransformer = '7578.59', TSMixer = '7636.68', TSMixerx = '7591.02', PatchTST = '7659.72', RNN = '7664.19', GRU = '7690.23', TCN = '7756.19', BiTCN = '7637.89', DilatedRNN = '7681.55', MLP = '7618.03', DLinear = '7634.64', NLinear = '7654.33', TFT = '7591.34', StemGNN = '7548.8', MLPMultivariate = '7635.99', TiDE = '7636.73', DeepNPTS = '7637.2', y = '7670.0' WHERE ds = '2024-06-19 00:00:00'
|
||
2024-11-20 10:33:31,568 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-20 00:00:00', NHITS = '7756.39', Informer = '7659.25', LSTM = '7656.39', iTransformer = '7564.65', TSMixer = '7645.7', TSMixerx = '7595.62', PatchTST = '7650.33', RNN = '7687.96', GRU = '7706.14', TCN = '7773.77', BiTCN = '7634.08', DilatedRNN = '7701.54', MLP = '7642.69', DLinear = '7644.28', NLinear = '7666.27', TFT = '7593.11', StemGNN = '7552.24', MLPMultivariate = '7671.8', TiDE = '7632.11', DeepNPTS = '7650.3', y = '7680.0' WHERE ds = '2024-06-20 00:00:00'
|
||
2024-11-20 10:33:31,568 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-20 00:00:00', NHITS = '7756.39', Informer = '7659.25', LSTM = '7656.39', iTransformer = '7564.65', TSMixer = '7645.7', TSMixerx = '7595.62', PatchTST = '7650.33', RNN = '7687.96', GRU = '7706.14', TCN = '7773.77', BiTCN = '7634.08', DilatedRNN = '7701.54', MLP = '7642.69', DLinear = '7644.28', NLinear = '7666.27', TFT = '7593.11', StemGNN = '7552.24', MLPMultivariate = '7671.8', TiDE = '7632.11', DeepNPTS = '7650.3', y = '7680.0' WHERE ds = '2024-06-20 00:00:00'
|
||
2024-11-20 10:33:31,571 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-21 00:00:00', NHITS = '7726.67', Informer = '7685.7', LSTM = '7669.65', iTransformer = '7563.31', TSMixer = '7659.75', TSMixerx = '7610.74', PatchTST = '7654.26', RNN = '7698.64', GRU = '7717.54', TCN = '7814.91', BiTCN = '7636.12', DilatedRNN = '7712.27', MLP = '7668.85', DLinear = '7668.87', NLinear = '7677.59', TFT = '7596.45', StemGNN = '7556.53', MLPMultivariate = '7678.47', TiDE = '7647.91', DeepNPTS = '7660.17', y = '7680.0' WHERE ds = '2024-06-21 00:00:00'
|
||
2024-11-20 10:33:31,571 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-21 00:00:00', NHITS = '7726.67', Informer = '7685.7', LSTM = '7669.65', iTransformer = '7563.31', TSMixer = '7659.75', TSMixerx = '7610.74', PatchTST = '7654.26', RNN = '7698.64', GRU = '7717.54', TCN = '7814.91', BiTCN = '7636.12', DilatedRNN = '7712.27', MLP = '7668.85', DLinear = '7668.87', NLinear = '7677.59', TFT = '7596.45', StemGNN = '7556.53', MLPMultivariate = '7678.47', TiDE = '7647.91', DeepNPTS = '7660.17', y = '7680.0' WHERE ds = '2024-06-21 00:00:00'
|
||
2024-11-20 10:33:31,573 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-24 00:00:00', NHITS = '7694.64', Informer = '7672.12', LSTM = '7667.38', iTransformer = '7570.59', TSMixer = '7668.28', TSMixerx = '7625.21', PatchTST = '7646.98', RNN = '7705.2', GRU = '7713.55', TCN = '7819.28', BiTCN = '7629.2', DilatedRNN = '7707.03', MLP = '7645.71', DLinear = '7680.38', NLinear = '7684.28', TFT = '7592.7', StemGNN = '7561.85', MLPMultivariate = '7657.72', TiDE = '7666.29', DeepNPTS = '7648.92', y = '7680.0' WHERE ds = '2024-06-24 00:00:00'
|
||
2024-11-20 10:33:31,573 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-24 00:00:00', NHITS = '7694.64', Informer = '7672.12', LSTM = '7667.38', iTransformer = '7570.59', TSMixer = '7668.28', TSMixerx = '7625.21', PatchTST = '7646.98', RNN = '7705.2', GRU = '7713.55', TCN = '7819.28', BiTCN = '7629.2', DilatedRNN = '7707.03', MLP = '7645.71', DLinear = '7680.38', NLinear = '7684.28', TFT = '7592.7', StemGNN = '7561.85', MLPMultivariate = '7657.72', TiDE = '7666.29', DeepNPTS = '7648.92', y = '7680.0' WHERE ds = '2024-06-24 00:00:00'
|
||
2024-11-20 10:33:31,575 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-25 00:00:00', NHITS = '7656.97', Informer = '7685.36', LSTM = '7667.81', iTransformer = '7584.83', TSMixer = '7669.49', TSMixerx = '7652.55', PatchTST = '7639.3', RNN = '7702.86', GRU = '7714.04', TCN = '7804.54', BiTCN = '7638.43', DilatedRNN = '7698.53', MLP = '7635.15', DLinear = '7695.28', NLinear = '7680.91', TFT = '7592.76', StemGNN = '7567.32', MLPMultivariate = '7651.89', TiDE = '7677.07', DeepNPTS = '7634.02', y = '7693.33' WHERE ds = '2024-06-25 00:00:00'
|
||
2024-11-20 10:33:31,575 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-25 00:00:00', NHITS = '7656.97', Informer = '7685.36', LSTM = '7667.81', iTransformer = '7584.83', TSMixer = '7669.49', TSMixerx = '7652.55', PatchTST = '7639.3', RNN = '7702.86', GRU = '7714.04', TCN = '7804.54', BiTCN = '7638.43', DilatedRNN = '7698.53', MLP = '7635.15', DLinear = '7695.28', NLinear = '7680.91', TFT = '7592.76', StemGNN = '7567.32', MLPMultivariate = '7651.89', TiDE = '7677.07', DeepNPTS = '7634.02', y = '7693.33' WHERE ds = '2024-06-25 00:00:00'
|
||
2024-11-20 10:33:31,578 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-26 00:00:00', NHITS = '7663.05', Informer = '7700.56', LSTM = '7688.21', iTransformer = '7592.06', TSMixer = '7675.82', TSMixerx = '7671.93', PatchTST = '7645.04', RNN = '7717.94', GRU = '7733.98', TCN = '7810.16', BiTCN = '7655.06', DilatedRNN = '7714.51', MLP = '7645.3', DLinear = '7714.43', NLinear = '7695.17', TFT = '7603.42', StemGNN = '7572.47', MLPMultivariate = '7672.88', TiDE = '7691.75', DeepNPTS = '7632.18', y = '7716.67' WHERE ds = '2024-06-26 00:00:00'
|
||
2024-11-20 10:33:31,578 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-26 00:00:00', NHITS = '7663.05', Informer = '7700.56', LSTM = '7688.21', iTransformer = '7592.06', TSMixer = '7675.82', TSMixerx = '7671.93', PatchTST = '7645.04', RNN = '7717.94', GRU = '7733.98', TCN = '7810.16', BiTCN = '7655.06', DilatedRNN = '7714.51', MLP = '7645.3', DLinear = '7714.43', NLinear = '7695.17', TFT = '7603.42', StemGNN = '7572.47', MLPMultivariate = '7672.88', TiDE = '7691.75', DeepNPTS = '7632.18', y = '7716.67' WHERE ds = '2024-06-26 00:00:00'
|
||
2024-11-20 10:33:31,580 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-27 00:00:00', NHITS = '7677.4', Informer = '7733.3', LSTM = '7717.34', iTransformer = '7581.76', TSMixer = '7688.27', TSMixerx = '7684.8', PatchTST = '7672.33', RNN = '7746.99', GRU = '7762.31', TCN = '7828.62', BiTCN = '7679.04', DilatedRNN = '7743.03', MLP = '7653.37', DLinear = '7703.94', NLinear = '7708.81', TFT = '7629.43', StemGNN = '7577.01', MLPMultivariate = '7688.28', TiDE = '7699.69', DeepNPTS = '7625.66', y = '7723.33' WHERE ds = '2024-06-27 00:00:00'
|
||
2024-11-20 10:33:31,580 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-27 00:00:00', NHITS = '7677.4', Informer = '7733.3', LSTM = '7717.34', iTransformer = '7581.76', TSMixer = '7688.27', TSMixerx = '7684.8', PatchTST = '7672.33', RNN = '7746.99', GRU = '7762.31', TCN = '7828.62', BiTCN = '7679.04', DilatedRNN = '7743.03', MLP = '7653.37', DLinear = '7703.94', NLinear = '7708.81', TFT = '7629.43', StemGNN = '7577.01', MLPMultivariate = '7688.28', TiDE = '7699.69', DeepNPTS = '7625.66', y = '7723.33' WHERE ds = '2024-06-27 00:00:00'
|
||
2024-11-20 10:33:31,582 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-28 00:00:00', NHITS = '7677.32', Informer = '7757.11', LSTM = '7720.51', iTransformer = '7600.88', TSMixer = '7694.57', TSMixerx = '7678.53', PatchTST = '7677.87', RNN = '7750.27', GRU = '7761.7', TCN = '7842.71', BiTCN = '7690.04', DilatedRNN = '7751.73', MLP = '7651.4', DLinear = '7685.27', NLinear = '7712.89', TFT = '7630.63', StemGNN = '7581.37', MLPMultivariate = '7685.2', TiDE = '7704.47', DeepNPTS = '7616.63', y = '7730.0' WHERE ds = '2024-06-28 00:00:00'
|
||
2024-11-20 10:33:31,582 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-06-28 00:00:00', NHITS = '7677.32', Informer = '7757.11', LSTM = '7720.51', iTransformer = '7600.88', TSMixer = '7694.57', TSMixerx = '7678.53', PatchTST = '7677.87', RNN = '7750.27', GRU = '7761.7', TCN = '7842.71', BiTCN = '7690.04', DilatedRNN = '7751.73', MLP = '7651.4', DLinear = '7685.27', NLinear = '7712.89', TFT = '7630.63', StemGNN = '7581.37', MLPMultivariate = '7685.2', TiDE = '7704.47', DeepNPTS = '7616.63', y = '7730.0' WHERE ds = '2024-06-28 00:00:00'
|
||
2024-11-20 10:33:31,585 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-01 00:00:00', NHITS = '7707.93', Informer = '7783.31', LSTM = '7729.01', iTransformer = '7658.78', TSMixer = '7698.83', TSMixerx = '7678.79', PatchTST = '7708.14', RNN = '7757.56', GRU = '7769.41', TCN = '7858.08', BiTCN = '7695.38', DilatedRNN = '7759.5', MLP = '7666.04', DLinear = '7688.93', NLinear = '7720.96', TFT = '7649.1', StemGNN = '7586.13', MLPMultivariate = '7704.59', TiDE = '7715.52', DeepNPTS = '7664.76', y = '7763.33' WHERE ds = '2024-07-01 00:00:00'
|
||
2024-11-20 10:33:31,585 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-01 00:00:00', NHITS = '7707.93', Informer = '7783.31', LSTM = '7729.01', iTransformer = '7658.78', TSMixer = '7698.83', TSMixerx = '7678.79', PatchTST = '7708.14', RNN = '7757.56', GRU = '7769.41', TCN = '7858.08', BiTCN = '7695.38', DilatedRNN = '7759.5', MLP = '7666.04', DLinear = '7688.93', NLinear = '7720.96', TFT = '7649.1', StemGNN = '7586.13', MLPMultivariate = '7704.59', TiDE = '7715.52', DeepNPTS = '7664.76', y = '7763.33' WHERE ds = '2024-07-01 00:00:00'
|
||
2024-11-20 10:33:31,588 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-02 00:00:00', NHITS = '7751.55', Informer = '7828.43', LSTM = '7773.13', iTransformer = '7771.68', TSMixer = '7722.98', TSMixerx = '7680.78', PatchTST = '7739.17', RNN = '7797.09', GRU = '7808.54', TCN = '7880.75', BiTCN = '7688.06', DilatedRNN = '7793.55', MLP = '7695.02', DLinear = '7722.0', NLinear = '7756.72', TFT = '7715.2', StemGNN = '7592.57', MLPMultivariate = '7759.12', TiDE = '7744.77', DeepNPTS = '7741.74', y = '7780.0' WHERE ds = '2024-07-02 00:00:00'
|
||
2024-11-20 10:33:31,588 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-02 00:00:00', NHITS = '7751.55', Informer = '7828.43', LSTM = '7773.13', iTransformer = '7771.68', TSMixer = '7722.98', TSMixerx = '7680.78', PatchTST = '7739.17', RNN = '7797.09', GRU = '7808.54', TCN = '7880.75', BiTCN = '7688.06', DilatedRNN = '7793.55', MLP = '7695.02', DLinear = '7722.0', NLinear = '7756.72', TFT = '7715.2', StemGNN = '7592.57', MLPMultivariate = '7759.12', TiDE = '7744.77', DeepNPTS = '7741.74', y = '7780.0' WHERE ds = '2024-07-02 00:00:00'
|
||
2024-11-20 10:33:31,590 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-03 00:00:00', NHITS = '7762.43', Informer = '7821.1', LSTM = '7785.83', iTransformer = '7768.14', TSMixer = '7737.08', TSMixerx = '7688.67', PatchTST = '7737.38', RNN = '7805.72', GRU = '7814.84', TCN = '7884.52', BiTCN = '7671.07', DilatedRNN = '7805.74', MLP = '7699.38', DLinear = '7736.65', NLinear = '7780.01', TFT = '7781.53', StemGNN = '7600.68', MLPMultivariate = '7781.87', TiDE = '7747.47', DeepNPTS = '7776.13', y = '7800.0' WHERE ds = '2024-07-03 00:00:00'
|
||
2024-11-20 10:33:31,590 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-03 00:00:00', NHITS = '7762.43', Informer = '7821.1', LSTM = '7785.83', iTransformer = '7768.14', TSMixer = '7737.08', TSMixerx = '7688.67', PatchTST = '7737.38', RNN = '7805.72', GRU = '7814.84', TCN = '7884.52', BiTCN = '7671.07', DilatedRNN = '7805.74', MLP = '7699.38', DLinear = '7736.65', NLinear = '7780.01', TFT = '7781.53', StemGNN = '7600.68', MLPMultivariate = '7781.87', TiDE = '7747.47', DeepNPTS = '7776.13', y = '7800.0' WHERE ds = '2024-07-03 00:00:00'
|
||
2024-11-20 10:33:31,592 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-04 00:00:00', NHITS = '7786.08', Informer = '7820.99', LSTM = '7808.32', iTransformer = '7778.61', TSMixer = '7757.09', TSMixerx = '7698.67', PatchTST = '7767.39', RNN = '7826.63', GRU = '7834.39', TCN = '7886.31', BiTCN = '7664.84', DilatedRNN = '7824.24', MLP = '7716.39', DLinear = '7755.69', NLinear = '7793.56', TFT = '7744.54', StemGNN = '7607.4', MLPMultivariate = '7810.21', TiDE = '7767.25', DeepNPTS = '7795.52', y = '7800.0' WHERE ds = '2024-07-04 00:00:00'
|
||
2024-11-20 10:33:31,592 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-04 00:00:00', NHITS = '7786.08', Informer = '7820.99', LSTM = '7808.32', iTransformer = '7778.61', TSMixer = '7757.09', TSMixerx = '7698.67', PatchTST = '7767.39', RNN = '7826.63', GRU = '7834.39', TCN = '7886.31', BiTCN = '7664.84', DilatedRNN = '7824.24', MLP = '7716.39', DLinear = '7755.69', NLinear = '7793.56', TFT = '7744.54', StemGNN = '7607.4', MLPMultivariate = '7810.21', TiDE = '7767.25', DeepNPTS = '7795.52', y = '7800.0' WHERE ds = '2024-07-04 00:00:00'
|
||
2024-11-20 10:33:31,594 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-05 00:00:00', NHITS = '7786.85', Informer = '7820.6', LSTM = '7802.07', iTransformer = '7857.05', TSMixer = '7765.0', TSMixerx = '7704.08', PatchTST = '7775.88', RNN = '7824.34', GRU = '7824.23', TCN = '7867.37', BiTCN = '7675.64', DilatedRNN = '7822.93', MLP = '7717.42', DLinear = '7771.03', NLinear = '7787.48', TFT = '7722.59', StemGNN = '7614.78', MLPMultivariate = '7784.03', TiDE = '7781.0', DeepNPTS = '7773.13', y = '7766.67' WHERE ds = '2024-07-05 00:00:00'
|
||
2024-11-20 10:33:31,594 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-05 00:00:00', NHITS = '7786.85', Informer = '7820.6', LSTM = '7802.07', iTransformer = '7857.05', TSMixer = '7765.0', TSMixerx = '7704.08', PatchTST = '7775.88', RNN = '7824.34', GRU = '7824.23', TCN = '7867.37', BiTCN = '7675.64', DilatedRNN = '7822.93', MLP = '7717.42', DLinear = '7771.03', NLinear = '7787.48', TFT = '7722.59', StemGNN = '7614.78', MLPMultivariate = '7784.03', TiDE = '7781.0', DeepNPTS = '7773.13', y = '7766.67' WHERE ds = '2024-07-05 00:00:00'
|
||
2024-11-20 10:33:31,596 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-08 00:00:00', NHITS = '7750.86', Informer = '7775.85', LSTM = '7756.63', iTransformer = '7790.97', TSMixer = '7745.48', TSMixerx = '7728.45', PatchTST = '7735.1', RNN = '7771.43', GRU = '7782.12', TCN = '7830.41', BiTCN = '7681.79', DilatedRNN = '7783.1', MLP = '7680.52', DLinear = '7766.86', NLinear = '7756.73', TFT = '7673.49', StemGNN = '7623.7', MLPMultivariate = '7743.8', TiDE = '7760.92', DeepNPTS = '7733.4', y = '7746.67' WHERE ds = '2024-07-08 00:00:00'
|
||
2024-11-20 10:33:31,596 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-08 00:00:00', NHITS = '7750.86', Informer = '7775.85', LSTM = '7756.63', iTransformer = '7790.97', TSMixer = '7745.48', TSMixerx = '7728.45', PatchTST = '7735.1', RNN = '7771.43', GRU = '7782.12', TCN = '7830.41', BiTCN = '7681.79', DilatedRNN = '7783.1', MLP = '7680.52', DLinear = '7766.86', NLinear = '7756.73', TFT = '7673.49', StemGNN = '7623.7', MLPMultivariate = '7743.8', TiDE = '7760.92', DeepNPTS = '7733.4', y = '7746.67' WHERE ds = '2024-07-08 00:00:00'
|
||
2024-11-20 10:33:31,598 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-09 00:00:00', NHITS = '7722.96', Informer = '7771.44', LSTM = '7738.08', iTransformer = '7700.89', TSMixer = '7723.15', TSMixerx = '7740.89', PatchTST = '7719.52', RNN = '7758.3', GRU = '7770.58', TCN = '7808.82', BiTCN = '7683.28', DilatedRNN = '7764.36', MLP = '7650.72', DLinear = '7738.94', NLinear = '7735.36', TFT = '7674.87', StemGNN = '7632.98', MLPMultivariate = '7718.29', TiDE = '7736.34', DeepNPTS = '7708.61', y = '7720.0' WHERE ds = '2024-07-09 00:00:00'
|
||
2024-11-20 10:33:31,598 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-09 00:00:00', NHITS = '7722.96', Informer = '7771.44', LSTM = '7738.08', iTransformer = '7700.89', TSMixer = '7723.15', TSMixerx = '7740.89', PatchTST = '7719.52', RNN = '7758.3', GRU = '7770.58', TCN = '7808.82', BiTCN = '7683.28', DilatedRNN = '7764.36', MLP = '7650.72', DLinear = '7738.94', NLinear = '7735.36', TFT = '7674.87', StemGNN = '7632.98', MLPMultivariate = '7718.29', TiDE = '7736.34', DeepNPTS = '7708.61', y = '7720.0' WHERE ds = '2024-07-09 00:00:00'
|
||
2024-11-20 10:33:31,600 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-10 00:00:00', NHITS = '7678.34', Informer = '7688.29', LSTM = '7704.44', iTransformer = '7589.11', TSMixer = '7701.77', TSMixerx = '7712.37', PatchTST = '7697.39', RNN = '7727.91', GRU = '7738.12', TCN = '7775.17', BiTCN = '7671.93', DilatedRNN = '7736.38', MLP = '7618.9', DLinear = '7709.76', NLinear = '7703.35', TFT = '7668.79', StemGNN = '7641.77', MLPMultivariate = '7677.77', TiDE = '7704.73', DeepNPTS = '7692.53', y = '7693.33' WHERE ds = '2024-07-10 00:00:00'
|
||
2024-11-20 10:33:31,600 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-10 00:00:00', NHITS = '7678.34', Informer = '7688.29', LSTM = '7704.44', iTransformer = '7589.11', TSMixer = '7701.77', TSMixerx = '7712.37', PatchTST = '7697.39', RNN = '7727.91', GRU = '7738.12', TCN = '7775.17', BiTCN = '7671.93', DilatedRNN = '7736.38', MLP = '7618.9', DLinear = '7709.76', NLinear = '7703.35', TFT = '7668.79', StemGNN = '7641.77', MLPMultivariate = '7677.77', TiDE = '7704.73', DeepNPTS = '7692.53', y = '7693.33' WHERE ds = '2024-07-10 00:00:00'
|
||
2024-11-20 10:33:31,603 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-11 00:00:00', NHITS = '7648.69', Informer = '7674.48', LSTM = '7673.89', iTransformer = '7581.47', TSMixer = '7676.21', TSMixerx = '7708.96', PatchTST = '7680.71', RNN = '7693.04', GRU = '7711.88', TCN = '7753.58', BiTCN = '7666.8', DilatedRNN = '7706.51', MLP = '7619.0', DLinear = '7682.29', NLinear = '7677.71', TFT = '7681.14', StemGNN = '7649.18', MLPMultivariate = '7661.22', TiDE = '7672.21', DeepNPTS = '7680.78', y = '7686.67' WHERE ds = '2024-07-11 00:00:00'
|
||
2024-11-20 10:33:31,603 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-11 00:00:00', NHITS = '7648.69', Informer = '7674.48', LSTM = '7673.89', iTransformer = '7581.47', TSMixer = '7676.21', TSMixerx = '7708.96', PatchTST = '7680.71', RNN = '7693.04', GRU = '7711.88', TCN = '7753.58', BiTCN = '7666.8', DilatedRNN = '7706.51', MLP = '7619.0', DLinear = '7682.29', NLinear = '7677.71', TFT = '7681.14', StemGNN = '7649.18', MLPMultivariate = '7661.22', TiDE = '7672.21', DeepNPTS = '7680.78', y = '7686.67' WHERE ds = '2024-07-11 00:00:00'
|
||
2024-11-20 10:33:31,605 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-12 00:00:00', NHITS = '7669.61', Informer = '7650.62', LSTM = '7671.48', iTransformer = '7621.69', TSMixer = '7665.51', TSMixerx = '7658.81', PatchTST = '7675.2', RNN = '7701.66', GRU = '7714.63', TCN = '7765.84', BiTCN = '7667.84', DilatedRNN = '7701.91', MLP = '7626.23', DLinear = '7678.42', NLinear = '7672.11', TFT = '7680.77', StemGNN = '7656.73', MLPMultivariate = '7648.62', TiDE = '7658.77', DeepNPTS = '7681.25', y = '7680.0' WHERE ds = '2024-07-12 00:00:00'
|
||
2024-11-20 10:33:31,605 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-12 00:00:00', NHITS = '7669.61', Informer = '7650.62', LSTM = '7671.48', iTransformer = '7621.69', TSMixer = '7665.51', TSMixerx = '7658.81', PatchTST = '7675.2', RNN = '7701.66', GRU = '7714.63', TCN = '7765.84', BiTCN = '7667.84', DilatedRNN = '7701.91', MLP = '7626.23', DLinear = '7678.42', NLinear = '7672.11', TFT = '7680.77', StemGNN = '7656.73', MLPMultivariate = '7648.62', TiDE = '7658.77', DeepNPTS = '7681.25', y = '7680.0' WHERE ds = '2024-07-12 00:00:00'
|
||
2024-11-20 10:33:31,607 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-15 00:00:00', NHITS = '7674.74', Informer = '7636.96', LSTM = '7662.9', iTransformer = '7660.4', TSMixer = '7664.41', TSMixerx = '7649.86', PatchTST = '7662.4', RNN = '7692.31', GRU = '7707.55', TCN = '7758.14', BiTCN = '7666.8', DilatedRNN = '7694.71', MLP = '7642.93', DLinear = '7675.73', NLinear = '7670.65', TFT = '7683.32', StemGNN = '7663.66', MLPMultivariate = '7658.05', TiDE = '7658.65', DeepNPTS = '7685.69', y = '7680.0' WHERE ds = '2024-07-15 00:00:00'
|
||
2024-11-20 10:33:31,607 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-15 00:00:00', NHITS = '7674.74', Informer = '7636.96', LSTM = '7662.9', iTransformer = '7660.4', TSMixer = '7664.41', TSMixerx = '7649.86', PatchTST = '7662.4', RNN = '7692.31', GRU = '7707.55', TCN = '7758.14', BiTCN = '7666.8', DilatedRNN = '7694.71', MLP = '7642.93', DLinear = '7675.73', NLinear = '7670.65', TFT = '7683.32', StemGNN = '7663.66', MLPMultivariate = '7658.05', TiDE = '7658.65', DeepNPTS = '7685.69', y = '7680.0' WHERE ds = '2024-07-15 00:00:00'
|
||
2024-11-20 10:33:31,610 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-16 00:00:00', NHITS = '7651.22', Informer = '7665.87', LSTM = '7666.36', iTransformer = '7679.77', TSMixer = '7669.12', TSMixerx = '7662.39', PatchTST = '7662.32', RNN = '7694.89', GRU = '7712.67', TCN = '7768.03', BiTCN = '7660.25', DilatedRNN = '7693.56', MLP = '7646.65', DLinear = '7667.06', NLinear = '7679.83', TFT = '7685.51', StemGNN = '7667.3', MLPMultivariate = '7657.69', TiDE = '7669.74', DeepNPTS = '7726.9', y = '7666.67' WHERE ds = '2024-07-16 00:00:00'
|
||
2024-11-20 10:33:31,610 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-16 00:00:00', NHITS = '7651.22', Informer = '7665.87', LSTM = '7666.36', iTransformer = '7679.77', TSMixer = '7669.12', TSMixerx = '7662.39', PatchTST = '7662.32', RNN = '7694.89', GRU = '7712.67', TCN = '7768.03', BiTCN = '7660.25', DilatedRNN = '7693.56', MLP = '7646.65', DLinear = '7667.06', NLinear = '7679.83', TFT = '7685.51', StemGNN = '7667.3', MLPMultivariate = '7657.69', TiDE = '7669.74', DeepNPTS = '7726.9', y = '7666.67' WHERE ds = '2024-07-16 00:00:00'
|
||
2024-11-20 10:33:31,612 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-17 00:00:00', NHITS = '7637.9', Informer = '7660.13', LSTM = '7645.18', iTransformer = '7660.46', TSMixer = '7665.03', TSMixerx = '7655.32', PatchTST = '7661.53', RNN = '7680.92', GRU = '7691.54', TCN = '7757.11', BiTCN = '7655.57', DilatedRNN = '7673.35', MLP = '7649.5', DLinear = '7651.11', NLinear = '7662.8', TFT = '7670.56', StemGNN = '7667.2', MLPMultivariate = '7655.92', TiDE = '7665.27', DeepNPTS = '7701.17', y = '7660.0' WHERE ds = '2024-07-17 00:00:00'
|
||
2024-11-20 10:33:31,612 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-17 00:00:00', NHITS = '7637.9', Informer = '7660.13', LSTM = '7645.18', iTransformer = '7660.46', TSMixer = '7665.03', TSMixerx = '7655.32', PatchTST = '7661.53', RNN = '7680.92', GRU = '7691.54', TCN = '7757.11', BiTCN = '7655.57', DilatedRNN = '7673.35', MLP = '7649.5', DLinear = '7651.11', NLinear = '7662.8', TFT = '7670.56', StemGNN = '7667.2', MLPMultivariate = '7655.92', TiDE = '7665.27', DeepNPTS = '7701.17', y = '7660.0' WHERE ds = '2024-07-17 00:00:00'
|
||
2024-11-20 10:33:31,614 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-18 00:00:00', NHITS = '7661.33', Informer = '7666.53', LSTM = '7639.5', iTransformer = '7683.98', TSMixer = '7661.71', TSMixerx = '7662.09', PatchTST = '7657.96', RNN = '7670.44', GRU = '7689.36', TCN = '7759.37', BiTCN = '7647.55', DilatedRNN = '7671.03', MLP = '7659.78', DLinear = '7652.43', NLinear = '7661.6', TFT = '7657.73', StemGNN = '7666.66', MLPMultivariate = '7654.79', TiDE = '7657.27', DeepNPTS = '7689.07', y = '7656.67' WHERE ds = '2024-07-18 00:00:00'
|
||
2024-11-20 10:33:31,614 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-18 00:00:00', NHITS = '7661.33', Informer = '7666.53', LSTM = '7639.5', iTransformer = '7683.98', TSMixer = '7661.71', TSMixerx = '7662.09', PatchTST = '7657.96', RNN = '7670.44', GRU = '7689.36', TCN = '7759.37', BiTCN = '7647.55', DilatedRNN = '7671.03', MLP = '7659.78', DLinear = '7652.43', NLinear = '7661.6', TFT = '7657.73', StemGNN = '7666.66', MLPMultivariate = '7654.79', TiDE = '7657.27', DeepNPTS = '7689.07', y = '7656.67' WHERE ds = '2024-07-18 00:00:00'
|
||
2024-11-20 10:33:31,617 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-19 00:00:00', NHITS = '7665.03', Informer = '7654.06', LSTM = '7635.24', iTransformer = '7668.78', TSMixer = '7662.77', TSMixerx = '7660.37', PatchTST = '7654.84', RNN = '7669.45', GRU = '7686.07', TCN = '7754.96', BiTCN = '7643.93', DilatedRNN = '7669.79', MLP = '7665.58', DLinear = '7643.64', NLinear = '7663.61', TFT = '7649.73', StemGNN = '7666.01', MLPMultivariate = '7657.81', TiDE = '7657.13', DeepNPTS = '7685.6', y = '7656.67' WHERE ds = '2024-07-19 00:00:00'
|
||
2024-11-20 10:33:31,617 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-19 00:00:00', NHITS = '7665.03', Informer = '7654.06', LSTM = '7635.24', iTransformer = '7668.78', TSMixer = '7662.77', TSMixerx = '7660.37', PatchTST = '7654.84', RNN = '7669.45', GRU = '7686.07', TCN = '7754.96', BiTCN = '7643.93', DilatedRNN = '7669.79', MLP = '7665.58', DLinear = '7643.64', NLinear = '7663.61', TFT = '7649.73', StemGNN = '7666.01', MLPMultivariate = '7657.81', TiDE = '7657.13', DeepNPTS = '7685.6', y = '7656.67' WHERE ds = '2024-07-19 00:00:00'
|
||
2024-11-20 10:33:31,619 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-22 00:00:00', NHITS = '7649.73', Informer = '7644.27', LSTM = '7636.49', iTransformer = '7644.6', TSMixer = '7665.12', TSMixerx = '7666.42', PatchTST = '7654.45', RNN = '7668.51', GRU = '7688.3', TCN = '7764.49', BiTCN = '7644.52', DilatedRNN = '7672.99', MLP = '7672.46', DLinear = '7658.74', NLinear = '7658.42', TFT = '7642.28', StemGNN = '7666.42', MLPMultivariate = '7664.4', TiDE = '7656.29', DeepNPTS = '7667.09', y = '7640.0' WHERE ds = '2024-07-22 00:00:00'
|
||
2024-11-20 10:33:31,619 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-22 00:00:00', NHITS = '7649.73', Informer = '7644.27', LSTM = '7636.49', iTransformer = '7644.6', TSMixer = '7665.12', TSMixerx = '7666.42', PatchTST = '7654.45', RNN = '7668.51', GRU = '7688.3', TCN = '7764.49', BiTCN = '7644.52', DilatedRNN = '7672.99', MLP = '7672.46', DLinear = '7658.74', NLinear = '7658.42', TFT = '7642.28', StemGNN = '7666.42', MLPMultivariate = '7664.4', TiDE = '7656.29', DeepNPTS = '7667.09', y = '7640.0' WHERE ds = '2024-07-22 00:00:00'
|
||
2024-11-20 10:33:31,622 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-23 00:00:00', NHITS = '7615.23', Informer = '7645.56', LSTM = '7610.57', iTransformer = '7655.94', TSMixer = '7652.1', TSMixerx = '7662.34', PatchTST = '7634.09', RNN = '7645.28', GRU = '7662.61', TCN = '7733.56', BiTCN = '7646.66', DilatedRNN = '7650.71', MLP = '7654.92', DLinear = '7659.24', NLinear = '7642.47', TFT = '7624.17', StemGNN = '7666.82', MLPMultivariate = '7659.42', TiDE = '7638.33', DeepNPTS = '7656.65', y = '7623.33' WHERE ds = '2024-07-23 00:00:00'
|
||
2024-11-20 10:33:31,622 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-23 00:00:00', NHITS = '7615.23', Informer = '7645.56', LSTM = '7610.57', iTransformer = '7655.94', TSMixer = '7652.1', TSMixerx = '7662.34', PatchTST = '7634.09', RNN = '7645.28', GRU = '7662.61', TCN = '7733.56', BiTCN = '7646.66', DilatedRNN = '7650.71', MLP = '7654.92', DLinear = '7659.24', NLinear = '7642.47', TFT = '7624.17', StemGNN = '7666.82', MLPMultivariate = '7659.42', TiDE = '7638.33', DeepNPTS = '7656.65', y = '7623.33' WHERE ds = '2024-07-23 00:00:00'
|
||
2024-11-20 10:33:31,623 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-24 00:00:00', NHITS = '7597.53', Informer = '7650.06', LSTM = '7590.27', iTransformer = '7719.11', TSMixer = '7634.82', TSMixerx = '7637.72', PatchTST = '7616.98', RNN = '7624.78', GRU = '7646.08', TCN = '7661.27', BiTCN = '7642.03', DilatedRNN = '7625.71', MLP = '7641.44', DLinear = '7656.11', NLinear = '7626.19', TFT = '7609.78', StemGNN = '7665.78', MLPMultivariate = '7651.82', TiDE = '7623.34', DeepNPTS = '7656.74', y = '7623.33' WHERE ds = '2024-07-24 00:00:00'
|
||
2024-11-20 10:33:31,623 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-24 00:00:00', NHITS = '7597.53', Informer = '7650.06', LSTM = '7590.27', iTransformer = '7719.11', TSMixer = '7634.82', TSMixerx = '7637.72', PatchTST = '7616.98', RNN = '7624.78', GRU = '7646.08', TCN = '7661.27', BiTCN = '7642.03', DilatedRNN = '7625.71', MLP = '7641.44', DLinear = '7656.11', NLinear = '7626.19', TFT = '7609.78', StemGNN = '7665.78', MLPMultivariate = '7651.82', TiDE = '7623.34', DeepNPTS = '7656.74', y = '7623.33' WHERE ds = '2024-07-24 00:00:00'
|
||
2024-11-20 10:33:31,626 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-25 00:00:00', NHITS = '7608.65', Informer = '7635.91', LSTM = '7593.96', iTransformer = '7735.25', TSMixer = '7627.76', TSMixerx = '7630.19', PatchTST = '7616.05', RNN = '7628.94', GRU = '7653.01', TCN = '7653.68', BiTCN = '7631.24', DilatedRNN = '7626.97', MLP = '7640.3', DLinear = '7666.61', NLinear = '7627.16', TFT = '7611.94', StemGNN = '7663.56', MLPMultivariate = '7653.03', TiDE = '7621.39', DeepNPTS = '7660.64', y = '7616.67' WHERE ds = '2024-07-25 00:00:00'
|
||
2024-11-20 10:33:31,626 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-25 00:00:00', NHITS = '7608.65', Informer = '7635.91', LSTM = '7593.96', iTransformer = '7735.25', TSMixer = '7627.76', TSMixerx = '7630.19', PatchTST = '7616.05', RNN = '7628.94', GRU = '7653.01', TCN = '7653.68', BiTCN = '7631.24', DilatedRNN = '7626.97', MLP = '7640.3', DLinear = '7666.61', NLinear = '7627.16', TFT = '7611.94', StemGNN = '7663.56', MLPMultivariate = '7653.03', TiDE = '7621.39', DeepNPTS = '7660.64', y = '7616.67' WHERE ds = '2024-07-25 00:00:00'
|
||
2024-11-20 10:33:31,628 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-26 00:00:00', NHITS = '7617.22', Informer = '7632.98', LSTM = '7583.26', iTransformer = '7719.98', TSMixer = '7622.01', TSMixerx = '7624.53', PatchTST = '7601.33', RNN = '7616.61', GRU = '7641.8', TCN = '7622.3', BiTCN = '7619.09', DilatedRNN = '7615.34', MLP = '7640.72', DLinear = '7653.16', NLinear = '7615.57', TFT = '7609.45', StemGNN = '7661.1', MLPMultivariate = '7643.86', TiDE = '7611.62', DeepNPTS = '7667.77', y = '7606.67' WHERE ds = '2024-07-26 00:00:00'
|
||
2024-11-20 10:33:31,628 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-26 00:00:00', NHITS = '7617.22', Informer = '7632.98', LSTM = '7583.26', iTransformer = '7719.98', TSMixer = '7622.01', TSMixerx = '7624.53', PatchTST = '7601.33', RNN = '7616.61', GRU = '7641.8', TCN = '7622.3', BiTCN = '7619.09', DilatedRNN = '7615.34', MLP = '7640.72', DLinear = '7653.16', NLinear = '7615.57', TFT = '7609.45', StemGNN = '7661.1', MLPMultivariate = '7643.86', TiDE = '7611.62', DeepNPTS = '7667.77', y = '7606.67' WHERE ds = '2024-07-26 00:00:00'
|
||
2024-11-20 10:33:31,630 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-29 00:00:00', NHITS = '7632.45', Informer = '7609.45', LSTM = '7571.18', iTransformer = '7713.09', TSMixer = '7611.68', TSMixerx = '7620.21', PatchTST = '7594.82', RNN = '7607.42', GRU = '7631.3', TCN = '7611.93', BiTCN = '7608.13', DilatedRNN = '7602.7', MLP = '7638.04', DLinear = '7621.31', NLinear = '7607.55', TFT = '7595.9', StemGNN = '7657.72', MLPMultivariate = '7625.12', TiDE = '7607.82', DeepNPTS = '7630.84', y = '7593.33' WHERE ds = '2024-07-29 00:00:00'
|
||
2024-11-20 10:33:31,630 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-29 00:00:00', NHITS = '7632.45', Informer = '7609.45', LSTM = '7571.18', iTransformer = '7713.09', TSMixer = '7611.68', TSMixerx = '7620.21', PatchTST = '7594.82', RNN = '7607.42', GRU = '7631.3', TCN = '7611.93', BiTCN = '7608.13', DilatedRNN = '7602.7', MLP = '7638.04', DLinear = '7621.31', NLinear = '7607.55', TFT = '7595.9', StemGNN = '7657.72', MLPMultivariate = '7625.12', TiDE = '7607.82', DeepNPTS = '7630.84', y = '7593.33' WHERE ds = '2024-07-29 00:00:00'
|
||
2024-11-20 10:33:31,632 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-30 00:00:00', NHITS = '7621.05', Informer = '7605.67', LSTM = '7554.07', iTransformer = '7693.67', TSMixer = '7599.03', TSMixerx = '7601.6', PatchTST = '7588.37', RNN = '7595.38', GRU = '7615.72', TCN = '7591.75', BiTCN = '7594.35', DilatedRNN = '7583.41', MLP = '7629.58', DLinear = '7602.19', NLinear = '7598.93', TFT = '7574.65', StemGNN = '7653.51', MLPMultivariate = '7600.72', TiDE = '7596.26', DeepNPTS = '7617.22', y = '7593.33' WHERE ds = '2024-07-30 00:00:00'
|
||
2024-11-20 10:33:31,632 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-30 00:00:00', NHITS = '7621.05', Informer = '7605.67', LSTM = '7554.07', iTransformer = '7693.67', TSMixer = '7599.03', TSMixerx = '7601.6', PatchTST = '7588.37', RNN = '7595.38', GRU = '7615.72', TCN = '7591.75', BiTCN = '7594.35', DilatedRNN = '7583.41', MLP = '7629.58', DLinear = '7602.19', NLinear = '7598.93', TFT = '7574.65', StemGNN = '7653.51', MLPMultivariate = '7600.72', TiDE = '7596.26', DeepNPTS = '7617.22', y = '7593.33' WHERE ds = '2024-07-30 00:00:00'
|
||
2024-11-20 10:33:31,636 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-31 00:00:00', NHITS = '7587.46', Informer = '7604.13', LSTM = '7557.67', iTransformer = '7676.02', TSMixer = '7593.74', TSMixerx = '7595.79', PatchTST = '7589.72', RNN = '7594.85', GRU = '7621.85', TCN = '7591.03', BiTCN = '7581.07', DilatedRNN = '7582.76', MLP = '7605.31', DLinear = '7587.62', NLinear = '7602.61', TFT = '7569.93', StemGNN = '7649.69', MLPMultivariate = '7571.38', TiDE = '7593.87', DeepNPTS = '7608.1', y = '7583.33' WHERE ds = '2024-07-31 00:00:00'
|
||
2024-11-20 10:33:31,636 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-07-31 00:00:00', NHITS = '7587.46', Informer = '7604.13', LSTM = '7557.67', iTransformer = '7676.02', TSMixer = '7593.74', TSMixerx = '7595.79', PatchTST = '7589.72', RNN = '7594.85', GRU = '7621.85', TCN = '7591.03', BiTCN = '7581.07', DilatedRNN = '7582.76', MLP = '7605.31', DLinear = '7587.62', NLinear = '7602.61', TFT = '7569.93', StemGNN = '7649.69', MLPMultivariate = '7571.38', TiDE = '7593.87', DeepNPTS = '7608.1', y = '7583.33' WHERE ds = '2024-07-31 00:00:00'
|
||
2024-11-20 10:33:31,638 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-01 00:00:00', NHITS = '7576.43', Informer = '7594.77', LSTM = '7542.38', iTransformer = '7676.91', TSMixer = '7583.79', TSMixerx = '7575.55', PatchTST = '7576.5', RNN = '7581.67', GRU = '7606.06', TCN = '7578.42', BiTCN = '7566.83', DilatedRNN = '7567.78', MLP = '7578.68', DLinear = '7581.86', NLinear = '7588.04', TFT = '7561.38', StemGNN = '7647.13', MLPMultivariate = '7543.93', TiDE = '7580.26', DeepNPTS = '7601.32', y = '7620.0' WHERE ds = '2024-08-01 00:00:00'
|
||
2024-11-20 10:33:31,638 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-01 00:00:00', NHITS = '7576.43', Informer = '7594.77', LSTM = '7542.38', iTransformer = '7676.91', TSMixer = '7583.79', TSMixerx = '7575.55', PatchTST = '7576.5', RNN = '7581.67', GRU = '7606.06', TCN = '7578.42', BiTCN = '7566.83', DilatedRNN = '7567.78', MLP = '7578.68', DLinear = '7581.86', NLinear = '7588.04', TFT = '7561.38', StemGNN = '7647.13', MLPMultivariate = '7543.93', TiDE = '7580.26', DeepNPTS = '7601.32', y = '7620.0' WHERE ds = '2024-08-01 00:00:00'
|
||
2024-11-20 10:33:31,640 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-02 00:00:00', NHITS = '7616.25', Informer = '7599.38', LSTM = '7601.53', iTransformer = '7702.78', TSMixer = '7607.2', TSMixerx = '7603.66', PatchTST = '7609.55', RNN = '7638.54', GRU = '7668.72', TCN = '7714.11', BiTCN = '7574.54', DilatedRNN = '7622.81', MLP = '7587.85', DLinear = '7601.98', NLinear = '7625.29', TFT = '7605.34', StemGNN = '7647.13', MLPMultivariate = '7558.22', TiDE = '7606.16', DeepNPTS = '7607.22', y = '7623.33' WHERE ds = '2024-08-02 00:00:00'
|
||
2024-11-20 10:33:31,640 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-02 00:00:00', NHITS = '7616.25', Informer = '7599.38', LSTM = '7601.53', iTransformer = '7702.78', TSMixer = '7607.2', TSMixerx = '7603.66', PatchTST = '7609.55', RNN = '7638.54', GRU = '7668.72', TCN = '7714.11', BiTCN = '7574.54', DilatedRNN = '7622.81', MLP = '7587.85', DLinear = '7601.98', NLinear = '7625.29', TFT = '7605.34', StemGNN = '7647.13', MLPMultivariate = '7558.22', TiDE = '7606.16', DeepNPTS = '7607.22', y = '7623.33' WHERE ds = '2024-08-02 00:00:00'
|
||
2024-11-20 10:33:31,643 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-05 00:00:00', NHITS = '7621.53', Informer = '7592.47', LSTM = '7595.34', iTransformer = '7698.87', TSMixer = '7621.36', TSMixerx = '7617.55', PatchTST = '7611.03', RNN = '7638.07', GRU = '7653.23', TCN = '7735.43', BiTCN = '7591.9', DilatedRNN = '7625.9', MLP = '7595.08', DLinear = '7607.4', NLinear = '7626.78', TFT = '7606.12', StemGNN = '7648.05', MLPMultivariate = '7577.72', TiDE = '7617.05', DeepNPTS = '7605.43', y = '7610.0' WHERE ds = '2024-08-05 00:00:00'
|
||
2024-11-20 10:33:31,643 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-05 00:00:00', NHITS = '7621.53', Informer = '7592.47', LSTM = '7595.34', iTransformer = '7698.87', TSMixer = '7621.36', TSMixerx = '7617.55', PatchTST = '7611.03', RNN = '7638.07', GRU = '7653.23', TCN = '7735.43', BiTCN = '7591.9', DilatedRNN = '7625.9', MLP = '7595.08', DLinear = '7607.4', NLinear = '7626.78', TFT = '7606.12', StemGNN = '7648.05', MLPMultivariate = '7577.72', TiDE = '7617.05', DeepNPTS = '7605.43', y = '7610.0' WHERE ds = '2024-08-05 00:00:00'
|
||
2024-11-20 10:33:31,645 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-06 00:00:00', NHITS = '7614.82', Informer = '7598.47', LSTM = '7578.08', iTransformer = '7696.71', TSMixer = '7616.64', TSMixerx = '7609.5', PatchTST = '7607.33', RNN = '7612.45', GRU = '7636.6', TCN = '7706.2', BiTCN = '7602.73', DilatedRNN = '7605.37', MLP = '7605.46', DLinear = '7622.93', NLinear = '7609.92', TFT = '7603.31', StemGNN = '7648.18', MLPMultivariate = '7593.61', TiDE = '7621.72', DeepNPTS = '7609.77', y = '7596.67' WHERE ds = '2024-08-06 00:00:00'
|
||
2024-11-20 10:33:31,645 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-06 00:00:00', NHITS = '7614.82', Informer = '7598.47', LSTM = '7578.08', iTransformer = '7696.71', TSMixer = '7616.64', TSMixerx = '7609.5', PatchTST = '7607.33', RNN = '7612.45', GRU = '7636.6', TCN = '7706.2', BiTCN = '7602.73', DilatedRNN = '7605.37', MLP = '7605.46', DLinear = '7622.93', NLinear = '7609.92', TFT = '7603.31', StemGNN = '7648.18', MLPMultivariate = '7593.61', TiDE = '7621.72', DeepNPTS = '7609.77', y = '7596.67' WHERE ds = '2024-08-06 00:00:00'
|
||
2024-11-20 10:33:31,647 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-07 00:00:00', NHITS = '7600.42', Informer = '7592.13', LSTM = '7560.49', iTransformer = '7700.19', TSMixer = '7603.22', TSMixerx = '7600.74', PatchTST = '7594.67', RNN = '7605.4', GRU = '7620.27', TCN = '7632.15', BiTCN = '7602.99', DilatedRNN = '7587.78', MLP = '7602.43', DLinear = '7620.43', NLinear = '7599.1', TFT = '7588.53', StemGNN = '7647.25', MLPMultivariate = '7581.33', TiDE = '7607.23', DeepNPTS = '7602.89', y = '7586.67' WHERE ds = '2024-08-07 00:00:00'
|
||
2024-11-20 10:33:31,647 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-07 00:00:00', NHITS = '7600.42', Informer = '7592.13', LSTM = '7560.49', iTransformer = '7700.19', TSMixer = '7603.22', TSMixerx = '7600.74', PatchTST = '7594.67', RNN = '7605.4', GRU = '7620.27', TCN = '7632.15', BiTCN = '7602.99', DilatedRNN = '7587.78', MLP = '7602.43', DLinear = '7620.43', NLinear = '7599.1', TFT = '7588.53', StemGNN = '7647.25', MLPMultivariate = '7581.33', TiDE = '7607.23', DeepNPTS = '7602.89', y = '7586.67' WHERE ds = '2024-08-07 00:00:00'
|
||
2024-11-20 10:33:31,649 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-08 00:00:00', NHITS = '7582.46', Informer = '7579.27', LSTM = '7547.9', iTransformer = '7691.99', TSMixer = '7590.51', TSMixerx = '7583.07', PatchTST = '7585.2', RNN = '7581.87', GRU = '7610.47', TCN = '7580.54', BiTCN = '7596.98', DilatedRNN = '7572.43', MLP = '7580.94', DLinear = '7599.9', NLinear = '7587.52', TFT = '7592.21', StemGNN = '7644.23', MLPMultivariate = '7643.29', TiDE = '7591.49', DeepNPTS = '7595.2', y = '7583.33' WHERE ds = '2024-08-08 00:00:00'
|
||
2024-11-20 10:33:31,649 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-08 00:00:00', NHITS = '7582.46', Informer = '7579.27', LSTM = '7547.9', iTransformer = '7691.99', TSMixer = '7590.51', TSMixerx = '7583.07', PatchTST = '7585.2', RNN = '7581.87', GRU = '7610.47', TCN = '7580.54', BiTCN = '7596.98', DilatedRNN = '7572.43', MLP = '7580.94', DLinear = '7599.9', NLinear = '7587.52', TFT = '7592.21', StemGNN = '7644.23', MLPMultivariate = '7643.29', TiDE = '7591.49', DeepNPTS = '7595.2', y = '7583.33' WHERE ds = '2024-08-08 00:00:00'
|
||
2024-11-20 10:33:31,652 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-09 00:00:00', NHITS = '7572.3', Informer = '7579.08', LSTM = '7544.76', iTransformer = '7685.98', TSMixer = '7581.03', TSMixerx = '7579.99', PatchTST = '7585.11', RNN = '7579.56', GRU = '7609.39', TCN = '7579.0', BiTCN = '7593.55', DilatedRNN = '7571.36', MLP = '7577.72', DLinear = '7584.52', NLinear = '7578.71', TFT = '7580.27', StemGNN = '7640.76', MLPMultivariate = '7661.68', TiDE = '7580.79', DeepNPTS = '7613.95', y = '7583.33' WHERE ds = '2024-08-09 00:00:00'
|
||
2024-11-20 10:33:31,652 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-09 00:00:00', NHITS = '7572.3', Informer = '7579.08', LSTM = '7544.76', iTransformer = '7685.98', TSMixer = '7581.03', TSMixerx = '7579.99', PatchTST = '7585.11', RNN = '7579.56', GRU = '7609.39', TCN = '7579.0', BiTCN = '7593.55', DilatedRNN = '7571.36', MLP = '7577.72', DLinear = '7584.52', NLinear = '7578.71', TFT = '7580.27', StemGNN = '7640.76', MLPMultivariate = '7661.68', TiDE = '7580.79', DeepNPTS = '7613.95', y = '7583.33' WHERE ds = '2024-08-09 00:00:00'
|
||
2024-11-20 10:33:31,654 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-12 00:00:00', NHITS = '7565.19', Informer = '7562.29', LSTM = '7545.41', iTransformer = '7676.57', TSMixer = '7579.53', TSMixerx = '7568.37', PatchTST = '7583.51', RNN = '7586.38', GRU = '7610.8', TCN = '7581.76', BiTCN = '7591.14', DilatedRNN = '7573.16', MLP = '7571.12', DLinear = '7579.25', NLinear = '7574.68', TFT = '7569.9', StemGNN = '7637.37', MLPMultivariate = '7675.83', TiDE = '7579.89', DeepNPTS = '7606.85', y = '7586.67' WHERE ds = '2024-08-12 00:00:00'
|
||
2024-11-20 10:33:31,654 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-12 00:00:00', NHITS = '7565.19', Informer = '7562.29', LSTM = '7545.41', iTransformer = '7676.57', TSMixer = '7579.53', TSMixerx = '7568.37', PatchTST = '7583.51', RNN = '7586.38', GRU = '7610.8', TCN = '7581.76', BiTCN = '7591.14', DilatedRNN = '7573.16', MLP = '7571.12', DLinear = '7579.25', NLinear = '7574.68', TFT = '7569.9', StemGNN = '7637.37', MLPMultivariate = '7675.83', TiDE = '7579.89', DeepNPTS = '7606.85', y = '7586.67' WHERE ds = '2024-08-12 00:00:00'
|
||
2024-11-20 10:33:31,656 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-13 00:00:00', NHITS = '7563.62', Informer = '7566.02', LSTM = '7550.8', iTransformer = '7670.48', TSMixer = '7579.66', TSMixerx = '7581.39', PatchTST = '7587.7', RNN = '7591.05', GRU = '7616.26', TCN = '7595.69', BiTCN = '7589.46', DilatedRNN = '7581.39', MLP = '7578.19', DLinear = '7586.37', NLinear = '7580.72', TFT = '7572.45', StemGNN = '7634.98', MLPMultivariate = '7685.1', TiDE = '7584.15', DeepNPTS = '7605.62', y = '7593.33' WHERE ds = '2024-08-13 00:00:00'
|
||
2024-11-20 10:33:31,656 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-13 00:00:00', NHITS = '7563.62', Informer = '7566.02', LSTM = '7550.8', iTransformer = '7670.48', TSMixer = '7579.66', TSMixerx = '7581.39', PatchTST = '7587.7', RNN = '7591.05', GRU = '7616.26', TCN = '7595.69', BiTCN = '7589.46', DilatedRNN = '7581.39', MLP = '7578.19', DLinear = '7586.37', NLinear = '7580.72', TFT = '7572.45', StemGNN = '7634.98', MLPMultivariate = '7685.1', TiDE = '7584.15', DeepNPTS = '7605.62', y = '7593.33' WHERE ds = '2024-08-13 00:00:00'
|
||
2024-11-20 10:33:31,658 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-14 00:00:00', NHITS = '7576.39', Informer = '7581.33', LSTM = '7560.34', iTransformer = '7675.32', TSMixer = '7581.9', TSMixerx = '7581.96', PatchTST = '7593.26', RNN = '7601.19', GRU = '7625.12', TCN = '7601.06', BiTCN = '7585.96', DilatedRNN = '7582.96', MLP = '7591.15', DLinear = '7583.67', NLinear = '7594.52', TFT = '7589.33', StemGNN = '7632.88', MLPMultivariate = '7686.85', TiDE = '7588.09', DeepNPTS = '7596.56', y = '7590.0' WHERE ds = '2024-08-14 00:00:00'
|
||
2024-11-20 10:33:31,658 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-14 00:00:00', NHITS = '7576.39', Informer = '7581.33', LSTM = '7560.34', iTransformer = '7675.32', TSMixer = '7581.9', TSMixerx = '7581.96', PatchTST = '7593.26', RNN = '7601.19', GRU = '7625.12', TCN = '7601.06', BiTCN = '7585.96', DilatedRNN = '7582.96', MLP = '7591.15', DLinear = '7583.67', NLinear = '7594.52', TFT = '7589.33', StemGNN = '7632.88', MLPMultivariate = '7686.85', TiDE = '7588.09', DeepNPTS = '7596.56', y = '7590.0' WHERE ds = '2024-08-14 00:00:00'
|
||
2024-11-20 10:33:31,661 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-15 00:00:00', NHITS = '7577.48', Informer = '7580.18', LSTM = '7554.1', iTransformer = '7682.5', TSMixer = '7580.27', TSMixerx = '7581.07', PatchTST = '7588.06', RNN = '7594.36', GRU = '7617.3', TCN = '7594.63', BiTCN = '7577.61', DilatedRNN = '7574.04', MLP = '7585.9', DLinear = '7573.04', NLinear = '7589.19', TFT = '7595.72', StemGNN = '7630.35', MLPMultivariate = '7676.25', TiDE = '7584.21', DeepNPTS = '7588.85', y = '7583.33' WHERE ds = '2024-08-15 00:00:00'
|
||
2024-11-20 10:33:31,661 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-15 00:00:00', NHITS = '7577.48', Informer = '7580.18', LSTM = '7554.1', iTransformer = '7682.5', TSMixer = '7580.27', TSMixerx = '7581.07', PatchTST = '7588.06', RNN = '7594.36', GRU = '7617.3', TCN = '7594.63', BiTCN = '7577.61', DilatedRNN = '7574.04', MLP = '7585.9', DLinear = '7573.04', NLinear = '7589.19', TFT = '7595.72', StemGNN = '7630.35', MLPMultivariate = '7676.25', TiDE = '7584.21', DeepNPTS = '7588.85', y = '7583.33' WHERE ds = '2024-08-15 00:00:00'
|
||
2024-11-20 10:33:31,663 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-16 00:00:00', NHITS = '7575.3', Informer = '7564.63', LSTM = '7545.8', iTransformer = '7686.68', TSMixer = '7575.85', TSMixerx = '7576.91', PatchTST = '7580.0', RNN = '7585.32', GRU = '7609.72', TCN = '7583.25', BiTCN = '7570.84', DilatedRNN = '7568.21', MLP = '7574.59', DLinear = '7570.58', NLinear = '7584.68', TFT = '7589.57', StemGNN = '7627.38', MLPMultivariate = '7665.61', TiDE = '7577.83', DeepNPTS = '7587.43', y = '7583.33' WHERE ds = '2024-08-16 00:00:00'
|
||
2024-11-20 10:33:31,663 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-16 00:00:00', NHITS = '7575.3', Informer = '7564.63', LSTM = '7545.8', iTransformer = '7686.68', TSMixer = '7575.85', TSMixerx = '7576.91', PatchTST = '7580.0', RNN = '7585.32', GRU = '7609.72', TCN = '7583.25', BiTCN = '7570.84', DilatedRNN = '7568.21', MLP = '7574.59', DLinear = '7570.58', NLinear = '7584.68', TFT = '7589.57', StemGNN = '7627.38', MLPMultivariate = '7665.61', TiDE = '7577.83', DeepNPTS = '7587.43', y = '7583.33' WHERE ds = '2024-08-16 00:00:00'
|
||
2024-11-20 10:33:31,666 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-19 00:00:00', NHITS = '7583.78', Informer = '7564.47', LSTM = '7547.04', iTransformer = '7693.78', TSMixer = '7576.66', TSMixerx = '7590.53', PatchTST = '7583.24', RNN = '7587.57', GRU = '7611.94', TCN = '7580.78', BiTCN = '7566.85', DilatedRNN = '7568.77', MLP = '7576.56', DLinear = '7563.43', NLinear = '7580.76', TFT = '7592.1', StemGNN = '7624.46', MLPMultivariate = '7672.57', TiDE = '7577.68', DeepNPTS = '7592.79', y = '7570.0' WHERE ds = '2024-08-19 00:00:00'
|
||
2024-11-20 10:33:31,666 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-19 00:00:00', NHITS = '7583.78', Informer = '7564.47', LSTM = '7547.04', iTransformer = '7693.78', TSMixer = '7576.66', TSMixerx = '7590.53', PatchTST = '7583.24', RNN = '7587.57', GRU = '7611.94', TCN = '7580.78', BiTCN = '7566.85', DilatedRNN = '7568.77', MLP = '7576.56', DLinear = '7563.43', NLinear = '7580.76', TFT = '7592.1', StemGNN = '7624.46', MLPMultivariate = '7672.57', TiDE = '7577.68', DeepNPTS = '7592.79', y = '7570.0' WHERE ds = '2024-08-19 00:00:00'
|
||
2024-11-20 10:33:31,669 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-20 00:00:00', NHITS = '7572.15', Informer = '7547.01', LSTM = '7526.81', iTransformer = '7671.45', TSMixer = '7568.6', TSMixerx = '7580.24', PatchTST = '7569.61', RNN = '7567.35', GRU = '7591.95', TCN = '7568.04', BiTCN = '7561.53', DilatedRNN = '7550.82', MLP = '7574.94', DLinear = '7559.89', NLinear = '7564.28', TFT = '7585.51', StemGNN = '7621.06', MLPMultivariate = '7668.15', TiDE = '7564.85', DeepNPTS = '7593.95', y = '7570.0' WHERE ds = '2024-08-20 00:00:00'
|
||
2024-11-20 10:33:31,669 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-20 00:00:00', NHITS = '7572.15', Informer = '7547.01', LSTM = '7526.81', iTransformer = '7671.45', TSMixer = '7568.6', TSMixerx = '7580.24', PatchTST = '7569.61', RNN = '7567.35', GRU = '7591.95', TCN = '7568.04', BiTCN = '7561.53', DilatedRNN = '7550.82', MLP = '7574.94', DLinear = '7559.89', NLinear = '7564.28', TFT = '7585.51', StemGNN = '7621.06', MLPMultivariate = '7668.15', TiDE = '7564.85', DeepNPTS = '7593.95', y = '7570.0' WHERE ds = '2024-08-20 00:00:00'
|
||
2024-11-20 10:33:31,671 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-21 00:00:00', NHITS = '7573.42', Informer = '7547.32', LSTM = '7530.82', iTransformer = '7666.64', TSMixer = '7567.89', TSMixerx = '7575.96', PatchTST = '7578.4', RNN = '7571.05', GRU = '7598.86', TCN = '7567.66', BiTCN = '7559.81', DilatedRNN = '7551.3', MLP = '7579.86', DLinear = '7556.56', NLinear = '7568.24', TFT = '7577.28', StemGNN = '7617.48', MLPMultivariate = '7658.24', TiDE = '7567.96', DeepNPTS = '7595.48', y = '7570.0' WHERE ds = '2024-08-21 00:00:00'
|
||
2024-11-20 10:33:31,671 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-21 00:00:00', NHITS = '7573.42', Informer = '7547.32', LSTM = '7530.82', iTransformer = '7666.64', TSMixer = '7567.89', TSMixerx = '7575.96', PatchTST = '7578.4', RNN = '7571.05', GRU = '7598.86', TCN = '7567.66', BiTCN = '7559.81', DilatedRNN = '7551.3', MLP = '7579.86', DLinear = '7556.56', NLinear = '7568.24', TFT = '7577.28', StemGNN = '7617.48', MLPMultivariate = '7658.24', TiDE = '7567.96', DeepNPTS = '7595.48', y = '7570.0' WHERE ds = '2024-08-21 00:00:00'
|
||
2024-11-20 10:33:31,674 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-22 00:00:00', NHITS = '7573.07', Informer = '7553.0', LSTM = '7529.61', iTransformer = '7668.62', TSMixer = '7570.14', TSMixerx = '7576.54', PatchTST = '7578.19', RNN = '7572.59', GRU = '7597.05', TCN = '7564.06', BiTCN = '7557.67', DilatedRNN = '7549.96', MLP = '7582.79', DLinear = '7558.09', NLinear = '7571.36', TFT = '7573.0', StemGNN = '7613.63', MLPMultivariate = '7649.21', TiDE = '7570.82', DeepNPTS = '7596.41', y = '7590.0' WHERE ds = '2024-08-22 00:00:00'
|
||
2024-11-20 10:33:31,674 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-22 00:00:00', NHITS = '7573.07', Informer = '7553.0', LSTM = '7529.61', iTransformer = '7668.62', TSMixer = '7570.14', TSMixerx = '7576.54', PatchTST = '7578.19', RNN = '7572.59', GRU = '7597.05', TCN = '7564.06', BiTCN = '7557.67', DilatedRNN = '7549.96', MLP = '7582.79', DLinear = '7558.09', NLinear = '7571.36', TFT = '7573.0', StemGNN = '7613.63', MLPMultivariate = '7649.21', TiDE = '7570.82', DeepNPTS = '7596.41', y = '7590.0' WHERE ds = '2024-08-22 00:00:00'
|
||
2024-11-20 10:33:31,676 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-23 00:00:00', NHITS = '7591.57', Informer = '7570.94', LSTM = '7560.14', iTransformer = '7670.81', TSMixer = '7585.53', TSMixerx = '7577.36', PatchTST = '7595.08', RNN = '7597.17', GRU = '7628.08', TCN = '7602.95', BiTCN = '7563.0', DilatedRNN = '7578.88', MLP = '7588.25', DLinear = '7580.61', NLinear = '7588.53', TFT = '7588.33', StemGNN = '7610.53', MLPMultivariate = '7651.94', TiDE = '7586.39', DeepNPTS = '7599.99', y = '7583.33' WHERE ds = '2024-08-23 00:00:00'
|
||
2024-11-20 10:33:31,676 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-23 00:00:00', NHITS = '7591.57', Informer = '7570.94', LSTM = '7560.14', iTransformer = '7670.81', TSMixer = '7585.53', TSMixerx = '7577.36', PatchTST = '7595.08', RNN = '7597.17', GRU = '7628.08', TCN = '7602.95', BiTCN = '7563.0', DilatedRNN = '7578.88', MLP = '7588.25', DLinear = '7580.61', NLinear = '7588.53', TFT = '7588.33', StemGNN = '7610.53', MLPMultivariate = '7651.94', TiDE = '7586.39', DeepNPTS = '7599.99', y = '7583.33' WHERE ds = '2024-08-23 00:00:00'
|
||
2024-11-20 10:33:31,679 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-26 00:00:00', NHITS = '7585.94', Informer = '7559.82', LSTM = '7544.76', iTransformer = '7661.83', TSMixer = '7584.95', TSMixerx = '7583.38', PatchTST = '7584.8', RNN = '7588.16', GRU = '7607.8', TCN = '7587.92', BiTCN = '7569.26', DilatedRNN = '7568.6', MLP = '7581.87', DLinear = '7588.27', NLinear = '7584.7', TFT = '7584.03', StemGNN = '7607.22', MLPMultivariate = '7649.99', TiDE = '7582.57', DeepNPTS = '7594.95', y = '7583.33' WHERE ds = '2024-08-26 00:00:00'
|
||
2024-11-20 10:33:31,679 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-26 00:00:00', NHITS = '7585.94', Informer = '7559.82', LSTM = '7544.76', iTransformer = '7661.83', TSMixer = '7584.95', TSMixerx = '7583.38', PatchTST = '7584.8', RNN = '7588.16', GRU = '7607.8', TCN = '7587.92', BiTCN = '7569.26', DilatedRNN = '7568.6', MLP = '7581.87', DLinear = '7588.27', NLinear = '7584.7', TFT = '7584.03', StemGNN = '7607.22', MLPMultivariate = '7649.99', TiDE = '7582.57', DeepNPTS = '7594.95', y = '7583.33' WHERE ds = '2024-08-26 00:00:00'
|
||
2024-11-20 10:33:31,681 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-27 00:00:00', NHITS = '7583.67', Informer = '7562.52', LSTM = '7548.9', iTransformer = '7658.7', TSMixer = '7583.01', TSMixerx = '7588.14', PatchTST = '7583.17', RNN = '7588.62', GRU = '7614.19', TCN = '7590.1', BiTCN = '7572.3', DilatedRNN = '7571.03', MLP = '7577.78', DLinear = '7596.16', NLinear = '7581.18', TFT = '7582.94', StemGNN = '7603.87', MLPMultivariate = '7646.62', TiDE = '7585.5', DeepNPTS = '7587.22', y = '7610.0' WHERE ds = '2024-08-27 00:00:00'
|
||
2024-11-20 10:33:31,681 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-27 00:00:00', NHITS = '7583.67', Informer = '7562.52', LSTM = '7548.9', iTransformer = '7658.7', TSMixer = '7583.01', TSMixerx = '7588.14', PatchTST = '7583.17', RNN = '7588.62', GRU = '7614.19', TCN = '7590.1', BiTCN = '7572.3', DilatedRNN = '7571.03', MLP = '7577.78', DLinear = '7596.16', NLinear = '7581.18', TFT = '7582.94', StemGNN = '7603.87', MLPMultivariate = '7646.62', TiDE = '7585.5', DeepNPTS = '7587.22', y = '7610.0' WHERE ds = '2024-08-27 00:00:00'
|
||
2024-11-20 10:33:31,684 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-28 00:00:00', NHITS = '7608.75', Informer = '7573.37', LSTM = '7587.12', iTransformer = '7673.3', TSMixer = '7599.94', TSMixerx = '7608.28', PatchTST = '7606.73', RNN = '7628.21', GRU = '7652.47', TCN = '7664.54', BiTCN = '7591.65', DilatedRNN = '7610.38', MLP = '7596.44', DLinear = '7602.33', NLinear = '7610.44', TFT = '7591.02', StemGNN = '7601.62', MLPMultivariate = '7649.51', TiDE = '7604.31', DeepNPTS = '7595.06', y = '7610.0' WHERE ds = '2024-08-28 00:00:00'
|
||
2024-11-20 10:33:31,684 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-28 00:00:00', NHITS = '7608.75', Informer = '7573.37', LSTM = '7587.12', iTransformer = '7673.3', TSMixer = '7599.94', TSMixerx = '7608.28', PatchTST = '7606.73', RNN = '7628.21', GRU = '7652.47', TCN = '7664.54', BiTCN = '7591.65', DilatedRNN = '7610.38', MLP = '7596.44', DLinear = '7602.33', NLinear = '7610.44', TFT = '7591.02', StemGNN = '7601.62', MLPMultivariate = '7649.51', TiDE = '7604.31', DeepNPTS = '7595.06', y = '7610.0' WHERE ds = '2024-08-28 00:00:00'
|
||
2024-11-20 10:33:31,686 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-29 00:00:00', NHITS = '7610.24', Informer = '7581.95', LSTM = '7579.49', iTransformer = '7667.2', TSMixer = '7606.13', TSMixerx = '7611.64', PatchTST = '7601.7', RNN = '7614.17', GRU = '7638.98', TCN = '7657.09', BiTCN = '7608.52', DilatedRNN = '7604.72', MLP = '7599.74', DLinear = '7592.46', NLinear = '7610.07', TFT = '7593.12', StemGNN = '7599.89', MLPMultivariate = '7651.06', TiDE = '7610.39', DeepNPTS = '7598.34', y = '7613.33' WHERE ds = '2024-08-29 00:00:00'
|
||
2024-11-20 10:33:31,686 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-29 00:00:00', NHITS = '7610.24', Informer = '7581.95', LSTM = '7579.49', iTransformer = '7667.2', TSMixer = '7606.13', TSMixerx = '7611.64', PatchTST = '7601.7', RNN = '7614.17', GRU = '7638.98', TCN = '7657.09', BiTCN = '7608.52', DilatedRNN = '7604.72', MLP = '7599.74', DLinear = '7592.46', NLinear = '7610.07', TFT = '7593.12', StemGNN = '7599.89', MLPMultivariate = '7651.06', TiDE = '7610.39', DeepNPTS = '7598.34', y = '7613.33' WHERE ds = '2024-08-29 00:00:00'
|
||
2024-11-20 10:33:31,688 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-30 00:00:00', NHITS = '7614.03', Informer = '7597.63', LSTM = '7586.96', iTransformer = '7655.72', TSMixer = '7609.34', TSMixerx = '7627.82', PatchTST = '7609.66', RNN = '7622.84', GRU = '7647.73', TCN = '7683.32', BiTCN = '7625.2', DilatedRNN = '7611.68', MLP = '7604.11', DLinear = '7604.98', NLinear = '7607.4', TFT = '7605.44', StemGNN = '7598.84', MLPMultivariate = '7655.51', TiDE = '7616.44', DeepNPTS = '7604.42', y = '7606.67' WHERE ds = '2024-08-30 00:00:00'
|
||
2024-11-20 10:33:31,688 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-08-30 00:00:00', NHITS = '7614.03', Informer = '7597.63', LSTM = '7586.96', iTransformer = '7655.72', TSMixer = '7609.34', TSMixerx = '7627.82', PatchTST = '7609.66', RNN = '7622.84', GRU = '7647.73', TCN = '7683.32', BiTCN = '7625.2', DilatedRNN = '7611.68', MLP = '7604.11', DLinear = '7604.98', NLinear = '7607.4', TFT = '7605.44', StemGNN = '7598.84', MLPMultivariate = '7655.51', TiDE = '7616.44', DeepNPTS = '7604.42', y = '7606.67' WHERE ds = '2024-08-30 00:00:00'
|
||
2024-11-20 10:33:31,691 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-02 00:00:00', NHITS = '7605.77', Informer = '7607.48', LSTM = '7574.01', iTransformer = '7657.55', TSMixer = '7606.13', TSMixerx = '7623.34', PatchTST = '7601.08', RNN = '7617.14', GRU = '7632.79', TCN = '7647.45', BiTCN = '7631.48', DilatedRNN = '7601.88', MLP = '7607.32', DLinear = '7602.92', NLinear = '7610.32', TFT = '7598.03', StemGNN = '7597.7', MLPMultivariate = '7649.4', TiDE = '7604.07', DeepNPTS = '7593.73', y = '7583.33' WHERE ds = '2024-09-02 00:00:00'
|
||
2024-11-20 10:33:31,691 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-02 00:00:00', NHITS = '7605.77', Informer = '7607.48', LSTM = '7574.01', iTransformer = '7657.55', TSMixer = '7606.13', TSMixerx = '7623.34', PatchTST = '7601.08', RNN = '7617.14', GRU = '7632.79', TCN = '7647.45', BiTCN = '7631.48', DilatedRNN = '7601.88', MLP = '7607.32', DLinear = '7602.92', NLinear = '7610.32', TFT = '7598.03', StemGNN = '7597.7', MLPMultivariate = '7649.4', TiDE = '7604.07', DeepNPTS = '7593.73', y = '7583.33' WHERE ds = '2024-09-02 00:00:00'
|
||
2024-11-20 10:33:31,693 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-03 00:00:00', NHITS = '7585.53', Informer = '7591.18', LSTM = '7541.28', iTransformer = '7616.14', TSMixer = '7585.56', TSMixerx = '7597.08', PatchTST = '7575.22', RNN = '7577.4', GRU = '7602.02', TCN = '7584.32', BiTCN = '7620.22', DilatedRNN = '7566.19', MLP = '7593.28', DLinear = '7584.09', NLinear = '7584.79', TFT = '7569.87', StemGNN = '7596.02', MLPMultivariate = '7632.57', TiDE = '7579.08', DeepNPTS = '7589.84', y = '7562.5' WHERE ds = '2024-09-03 00:00:00'
|
||
2024-11-20 10:33:31,693 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-03 00:00:00', NHITS = '7585.53', Informer = '7591.18', LSTM = '7541.28', iTransformer = '7616.14', TSMixer = '7585.56', TSMixerx = '7597.08', PatchTST = '7575.22', RNN = '7577.4', GRU = '7602.02', TCN = '7584.32', BiTCN = '7620.22', DilatedRNN = '7566.19', MLP = '7593.28', DLinear = '7584.09', NLinear = '7584.79', TFT = '7569.87', StemGNN = '7596.02', MLPMultivariate = '7632.57', TiDE = '7579.08', DeepNPTS = '7589.84', y = '7562.5' WHERE ds = '2024-09-03 00:00:00'
|
||
2024-11-20 10:33:31,694 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-04 00:00:00', NHITS = '7568.37', Informer = '7571.94', LSTM = '7515.98', iTransformer = '7610.57', TSMixer = '7565.79', TSMixerx = '7581.26', PatchTST = '7562.25', RNN = '7558.08', GRU = '7581.85', TCN = '7545.27', BiTCN = '7604.56', DilatedRNN = '7535.46', MLP = '7576.39', DLinear = '7572.94', NLinear = '7565.45', TFT = '7557.33', StemGNN = '7593.59', MLPMultivariate = '7618.83', TiDE = '7560.98', DeepNPTS = '7584.89', y = '7535.0' WHERE ds = '2024-09-04 00:00:00'
|
||
2024-11-20 10:33:31,694 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-04 00:00:00', NHITS = '7568.37', Informer = '7571.94', LSTM = '7515.98', iTransformer = '7610.57', TSMixer = '7565.79', TSMixerx = '7581.26', PatchTST = '7562.25', RNN = '7558.08', GRU = '7581.85', TCN = '7545.27', BiTCN = '7604.56', DilatedRNN = '7535.46', MLP = '7576.39', DLinear = '7572.94', NLinear = '7565.45', TFT = '7557.33', StemGNN = '7593.59', MLPMultivariate = '7618.83', TiDE = '7560.98', DeepNPTS = '7584.89', y = '7535.0' WHERE ds = '2024-09-04 00:00:00'
|
||
2024-11-20 10:33:31,698 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-05 00:00:00', NHITS = '7543.76', Informer = '7554.78', LSTM = '7480.27', iTransformer = '7596.32', TSMixer = '7542.46', TSMixerx = '7560.43', PatchTST = '7542.41', RNN = '7526.06', GRU = '7549.62', TCN = '7514.26', BiTCN = '7580.6', DilatedRNN = '7496.51', MLP = '7554.42', DLinear = '7552.65', NLinear = '7529.62', TFT = '7533.45', StemGNN = '7589.9', MLPMultivariate = '7609.7', TiDE = '7536.19', DeepNPTS = '7604.62', y = '7475.0' WHERE ds = '2024-09-05 00:00:00'
|
||
2024-11-20 10:33:31,698 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-05 00:00:00', NHITS = '7543.76', Informer = '7554.78', LSTM = '7480.27', iTransformer = '7596.32', TSMixer = '7542.46', TSMixerx = '7560.43', PatchTST = '7542.41', RNN = '7526.06', GRU = '7549.62', TCN = '7514.26', BiTCN = '7580.6', DilatedRNN = '7496.51', MLP = '7554.42', DLinear = '7552.65', NLinear = '7529.62', TFT = '7533.45', StemGNN = '7589.9', MLPMultivariate = '7609.7', TiDE = '7536.19', DeepNPTS = '7604.62', y = '7475.0' WHERE ds = '2024-09-05 00:00:00'
|
||
2024-11-20 10:33:31,700 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-06 00:00:00', NHITS = '7486.44', Informer = '7535.38', LSTM = '7399.34', iTransformer = '7579.63', TSMixer = '7490.15', TSMixerx = '7530.32', PatchTST = '7484.73', RNN = '7455.8', GRU = '7477.09', TCN = '7467.9', BiTCN = '7540.47', DilatedRNN = '7420.37', MLP = '7514.24', DLinear = '7518.1', NLinear = '7469.82', TFT = '7508.77', StemGNN = '7582.87', MLPMultivariate = '7581.29', TiDE = '7483.85', DeepNPTS = '7606.65', y = '7442.5' WHERE ds = '2024-09-06 00:00:00'
|
||
2024-11-20 10:33:31,700 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-06 00:00:00', NHITS = '7486.44', Informer = '7535.38', LSTM = '7399.34', iTransformer = '7579.63', TSMixer = '7490.15', TSMixerx = '7530.32', PatchTST = '7484.73', RNN = '7455.8', GRU = '7477.09', TCN = '7467.9', BiTCN = '7540.47', DilatedRNN = '7420.37', MLP = '7514.24', DLinear = '7518.1', NLinear = '7469.82', TFT = '7508.77', StemGNN = '7582.87', MLPMultivariate = '7581.29', TiDE = '7483.85', DeepNPTS = '7606.65', y = '7442.5' WHERE ds = '2024-09-06 00:00:00'
|
||
2024-11-20 10:33:31,703 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-09 00:00:00', NHITS = '7470.01', Informer = '7515.88', LSTM = '7364.62', iTransformer = '7562.42', TSMixer = '7446.27', TSMixerx = '7498.53', PatchTST = '7460.67', RNN = '7431.29', GRU = '7457.63', TCN = '7439.77', BiTCN = '7496.35', DilatedRNN = '7380.39', MLP = '7490.04', DLinear = '7478.05', NLinear = '7433.33', TFT = '7489.86', StemGNN = '7574.18', MLPMultivariate = '7557.17', TiDE = '7447.27', DeepNPTS = '7583.34', y = '7422.5' WHERE ds = '2024-09-09 00:00:00'
|
||
2024-11-20 10:33:31,703 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-09 00:00:00', NHITS = '7470.01', Informer = '7515.88', LSTM = '7364.62', iTransformer = '7562.42', TSMixer = '7446.27', TSMixerx = '7498.53', PatchTST = '7460.67', RNN = '7431.29', GRU = '7457.63', TCN = '7439.77', BiTCN = '7496.35', DilatedRNN = '7380.39', MLP = '7490.04', DLinear = '7478.05', NLinear = '7433.33', TFT = '7489.86', StemGNN = '7574.18', MLPMultivariate = '7557.17', TiDE = '7447.27', DeepNPTS = '7583.34', y = '7422.5' WHERE ds = '2024-09-09 00:00:00'
|
||
2024-11-20 10:33:31,705 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-10 00:00:00', NHITS = '7451.33', Informer = '7504.81', LSTM = '7339.71', iTransformer = '7541.21', TSMixer = '7420.48', TSMixerx = '7477.1', PatchTST = '7438.77', RNN = '7409.71', GRU = '7440.34', TCN = '7417.87', BiTCN = '7462.64', DilatedRNN = '7355.09', MLP = '7458.54', DLinear = '7445.15', NLinear = '7421.15', TFT = '7475.16', StemGNN = '7564.85', MLPMultivariate = '7527.78', TiDE = '7425.45', DeepNPTS = '7562.5', y = '7412.5' WHERE ds = '2024-09-10 00:00:00'
|
||
2024-11-20 10:33:31,705 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-10 00:00:00', NHITS = '7451.33', Informer = '7504.81', LSTM = '7339.71', iTransformer = '7541.21', TSMixer = '7420.48', TSMixerx = '7477.1', PatchTST = '7438.77', RNN = '7409.71', GRU = '7440.34', TCN = '7417.87', BiTCN = '7462.64', DilatedRNN = '7355.09', MLP = '7458.54', DLinear = '7445.15', NLinear = '7421.15', TFT = '7475.16', StemGNN = '7564.85', MLPMultivariate = '7527.78', TiDE = '7425.45', DeepNPTS = '7562.5', y = '7412.5' WHERE ds = '2024-09-10 00:00:00'
|
||
2024-11-20 10:33:31,708 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-11 00:00:00', NHITS = '7430.97', Informer = '7491.05', LSTM = '7330.97', iTransformer = '7519.37', TSMixer = '7404.28', TSMixerx = '7462.26', PatchTST = '7420.89', RNN = '7398.85', GRU = '7436.14', TCN = '7408.15', BiTCN = '7431.14', DilatedRNN = '7340.45', MLP = '7432.55', DLinear = '7418.98', NLinear = '7415.28', TFT = '7464.61', StemGNN = '7555.64', MLPMultivariate = '7498.71', TiDE = '7417.44', DeepNPTS = '7535.0', y = '7387.5' WHERE ds = '2024-09-11 00:00:00'
|
||
2024-11-20 10:33:31,708 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-11 00:00:00', NHITS = '7430.97', Informer = '7491.05', LSTM = '7330.97', iTransformer = '7519.37', TSMixer = '7404.28', TSMixerx = '7462.26', PatchTST = '7420.89', RNN = '7398.85', GRU = '7436.14', TCN = '7408.15', BiTCN = '7431.14', DilatedRNN = '7340.45', MLP = '7432.55', DLinear = '7418.98', NLinear = '7415.28', TFT = '7464.61', StemGNN = '7555.64', MLPMultivariate = '7498.71', TiDE = '7417.44', DeepNPTS = '7535.0', y = '7387.5' WHERE ds = '2024-09-11 00:00:00'
|
||
2024-11-20 10:33:31,710 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-12 00:00:00', NHITS = '7398.0', Informer = '7478.74', LSTM = '7303.67', iTransformer = '7492.92', TSMixer = '7382.31', TSMixerx = '7444.67', PatchTST = '7391.09', RNN = '7382.94', GRU = '7411.65', TCN = '7396.88', BiTCN = '7397.14', DilatedRNN = '7313.15', MLP = '7402.38', DLinear = '7400.79', NLinear = '7386.94', TFT = '7448.76', StemGNN = '7545.54', MLPMultivariate = '7460.06', TiDE = '7395.3', DeepNPTS = '7475.01', y = '7380.0' WHERE ds = '2024-09-12 00:00:00'
|
||
2024-11-20 10:33:31,710 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-12 00:00:00', NHITS = '7398.0', Informer = '7478.74', LSTM = '7303.67', iTransformer = '7492.92', TSMixer = '7382.31', TSMixerx = '7444.67', PatchTST = '7391.09', RNN = '7382.94', GRU = '7411.65', TCN = '7396.88', BiTCN = '7397.14', DilatedRNN = '7313.15', MLP = '7402.38', DLinear = '7400.79', NLinear = '7386.94', TFT = '7448.76', StemGNN = '7545.54', MLPMultivariate = '7460.06', TiDE = '7395.3', DeepNPTS = '7475.01', y = '7380.0' WHERE ds = '2024-09-12 00:00:00'
|
||
2024-11-20 10:33:31,712 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-13 00:00:00', NHITS = '7388.71', Informer = '7460.03', LSTM = '7300.95', iTransformer = '7464.13', TSMixer = '7369.45', TSMixerx = '7424.93', PatchTST = '7380.86', RNN = '7379.25', GRU = '7411.88', TCN = '7392.85', BiTCN = '7374.15', DilatedRNN = '7309.57', MLP = '7382.1', DLinear = '7401.54', NLinear = '7385.04', TFT = '7438.55', StemGNN = '7535.68', MLPMultivariate = '7439.73', TiDE = '7384.62', DeepNPTS = '7442.51', y = '7395.0' WHERE ds = '2024-09-13 00:00:00'
|
||
2024-11-20 10:33:31,712 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-13 00:00:00', NHITS = '7388.71', Informer = '7460.03', LSTM = '7300.95', iTransformer = '7464.13', TSMixer = '7369.45', TSMixerx = '7424.93', PatchTST = '7380.86', RNN = '7379.25', GRU = '7411.88', TCN = '7392.85', BiTCN = '7374.15', DilatedRNN = '7309.57', MLP = '7382.1', DLinear = '7401.54', NLinear = '7385.04', TFT = '7438.55', StemGNN = '7535.68', MLPMultivariate = '7439.73', TiDE = '7384.62', DeepNPTS = '7442.51', y = '7395.0' WHERE ds = '2024-09-13 00:00:00'
|
||
2024-11-20 10:33:31,714 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-14 00:00:00', NHITS = '7403.95', Informer = '7464.0', LSTM = '7318.92', iTransformer = '7450.39', TSMixer = '7380.9', TSMixerx = '7417.35', PatchTST = '7390.87', RNN = '7396.28', GRU = '7429.07', TCN = '7406.03', BiTCN = '7371.11', DilatedRNN = '7327.5', MLP = '7375.1', DLinear = '7403.94', NLinear = '7403.98', TFT = '7435.49', StemGNN = '7527.23', MLPMultivariate = '7421.01', TiDE = '7393.19', DeepNPTS = '7422.53', y = '7375.0' WHERE ds = '2024-09-14 00:00:00'
|
||
2024-11-20 10:33:31,714 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-14 00:00:00', NHITS = '7403.95', Informer = '7464.0', LSTM = '7318.92', iTransformer = '7450.39', TSMixer = '7380.9', TSMixerx = '7417.35', PatchTST = '7390.87', RNN = '7396.28', GRU = '7429.07', TCN = '7406.03', BiTCN = '7371.11', DilatedRNN = '7327.5', MLP = '7375.1', DLinear = '7403.94', NLinear = '7403.98', TFT = '7435.49', StemGNN = '7527.23', MLPMultivariate = '7421.01', TiDE = '7393.19', DeepNPTS = '7422.53', y = '7375.0' WHERE ds = '2024-09-14 00:00:00'
|
||
2024-11-20 10:33:31,716 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-18 00:00:00', NHITS = '7378.25', Informer = '7450.51', LSTM = '7296.64', iTransformer = '7420.48', TSMixer = '7374.33', TSMixerx = '7397.35', PatchTST = '7365.31', RNN = '7369.65', GRU = '7403.89', TCN = '7405.31', BiTCN = '7367.04', DilatedRNN = '7307.74', MLP = '7352.11', DLinear = '7382.56', NLinear = '7384.77', TFT = '7418.46', StemGNN = '7518.24', MLPMultivariate = '7376.68', TiDE = '7382.2', DeepNPTS = '7412.61', y = '7342.5' WHERE ds = '2024-09-18 00:00:00'
|
||
2024-11-20 10:33:31,716 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-18 00:00:00', NHITS = '7378.25', Informer = '7450.51', LSTM = '7296.64', iTransformer = '7420.48', TSMixer = '7374.33', TSMixerx = '7397.35', PatchTST = '7365.31', RNN = '7369.65', GRU = '7403.89', TCN = '7405.31', BiTCN = '7367.04', DilatedRNN = '7307.74', MLP = '7352.11', DLinear = '7382.56', NLinear = '7384.77', TFT = '7418.46', StemGNN = '7518.24', MLPMultivariate = '7376.68', TiDE = '7382.2', DeepNPTS = '7412.61', y = '7342.5' WHERE ds = '2024-09-18 00:00:00'
|
||
2024-11-20 10:33:31,719 - my_logger - INFO - 更新数据sqlUPDATE testandpredict_groupby SET ds = '2024-09-19 00:00:00', NHITS = '7345.8', Informer = '7424.07', LSTM = '7273.03', iTransformer = '7383.78', TSMixer = '7351.39', TSMixerx = '7367.71', PatchTST = '7348.02', RNN = '7343.67', GRU = '7377.78', TCN = '7405.74', BiTCN = '7364.49', DilatedRNN = '7286.64', MLP = '7340.79', DLinear = '7371.55', NLinear = '7346.23', TFT = '7404.98', StemGNN = '7508.11', MLPMultivariate = '7313.24', TiDE = '7357.08', DeepNPTS = '7392.25', y = '7325.0' WHERE ds = '2024-09-19 00:00:00'
|
||
2024-11-20 10:37:53,139 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx
|
||
2024-11-20 10:37:53,139 - my_logger - INFO - 读取本地数据：juxitingdataset\PP指标数据.xlsx
|
||
2024-11-20 10:37:53,141 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date 2024-11-01
|
||
2024-11-20 10:37:53,141 - my_logger - INFO - getdata接收：juxitingdataset\PP指标数据.xlsx date 2024-11-01
|