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昨天,我问这个question on StackOverflow如何将文件导入MySQL表。今天,有人告诉我,由于某些安全问题,IT 已“禁用”LOAD DATA INFILE
。所以现在我必须弄清楚如何创建一个表,尽可能加载任何数据,以及对于错误列,使用 python 中的 INSERT
或 mysqlconnector
单独添加值。我选择了前者,但我花了不少时间想弄清楚如何做到这一点。
这是有问题的专栏:
+-----------+
| gene_name |
+-----------+
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
+-----------+
以下是我要为 NULL
值切换的值,按顺序:
CCR4-NOT transcription complex subunit 2
2'-5'-oligoadenylate synthetase 1
CCR4-NOT transcription complex subunit 2
methenyltetrahydrofolate synthetase domain containing
CUB and Sushi multiple domains 2
CSMD2 antisense RNA 1
neuromedin B
transcription factor Dp-2
neuromedin B
cytokine induced apoptosis inhibitor 1
histone deacetylase 7
UBE2F-SCLY readthrough (NMD candidate)
selenocysteine lyase
UBE2F-SCLY readthrough (NMD candidate)
selenocysteine lyase
microRNA 548h-2
arylacetamide deacetylase
arylacetamide deacetylase pseudogene 1
succinate receptor 1
serpin family B member 6
G protein-coupled receptor 35
methenyltetrahydrofolate synthetase domain containing
coiled-coil domain containing 146
dispatched RND transporter family member 1
family with sequence similarity 186 member B
dynein axonemal light intermediate chain 1
ADAMTS like 3
solute carrier family 15 member 4
methenyltetrahydrofolate synthetase domain containing
two pore segment channel 1
这听起来很疯狂,但在 this post 的指导下,我想出了这个:
INSERT INTO testis_sQTL (gene_name) VALUES (
('CCR4-NOT transcription complex subunit 2'),
('2-5-oligoadenylate synthetase 1'),
('CCR4-NOT transcription complex subunit 2'),
('methenyltetrahydrofolate synthetase domain containing'),
('CUB and Sushi multiple domains 2'),
('CSMD2 antisense RNA 1'),
('neuromedin B'),
('transcription factor Dp-2'),
('neuromedin B'),
('cytokine induced apoptosis inhibitor 1'),
('histone deacetylase 7'),
('UBE2F-SCLY readthrough (NMD candidate)'),
('selenocysteine lyase'),
('UBE2F-SCLY readthrough (NMD candidate)'),
('selenocysteine lyase'),
('microRNA 548h-2'),
('arylacetamide deacetylase'),
('arylacetamide deacetylase pseudogene 1'),
('succinate receptor 1'),
('serpin family B member 6'),
('G protein-coupled receptor 35'),
('methenyltetrahydrofolate synthetase domain containing'),
('coiled-coil domain containing 146'),
('dispatched RND transporter family member 1'),
('family with sequence similarity 186 member B'),
('dynein axonemal light intermediate chain 1'),
('ADAMTS like 3'),
('solute carrier family 15 member 4'),
('methenyltetrahydrofolate synthetase domain containing'),
('two pore segment channel 1'));
但是,结果,我得到了这个错误:
错误 1136 (21S01):列计数与第 1 行的值计数不匹配
我很困惑,因为数据表中的行数与我尝试插入的条目数相同,但后来我意识到 MySQL 正试图将这些值附加到列的底部。我不想要这个。我希望我尝试插入的每个值都插入到相应的行中。请帮忙。
编辑:如果我像你们中的一些人建议的那样删除额外的一组括号,结果是一个附加的列:
+-------------------------------------------------------+
| gene_name |
+-------------------------------------------------------+
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| NULL |
| CCR4-NOT transcription complex subunit 2 |
| 2-5-oligoadenylate synthetase 1 |
| CCR4-NOT transcription complex subunit 2 |
| methenyltetrahydrofolate synthetase domain containing |
| CUB and Sushi multiple domains 2 |
| CSMD2 antisense RNA 1 |
| neuromedin B |
| transcription factor Dp-2 |
| neuromedin B |
| cytokine induced apoptosis inhibitor 1 |
| histone deacetylase 7 |
| UBE2F-SCLY readthrough (NMD candidate) |
| selenocysteine lyase |
| UBE2F-SCLY readthrough (NMD candidate) |
| selenocysteine lyase |
| microRNA 548h-2 |
| arylacetamide deacetylase |
| arylacetamide deacetylase pseudogene 1 |
| succinate receptor 1 |
| serpin family B member 6 |
| G protein-coupled receptor 35 |
| methenyltetrahydrofolate synthetase domain containing |
| coiled-coil domain containing 146 |
| dispatched RND transporter family member 1 |
| family with sequence similarity 186 member B |
| dynein axonemal light intermediate chain 1 |
| ADAMTS like 3 |
| solute carrier family 15 member 4 |
| methenyltetrahydrofolate synthetase domain containing |
| two pore segment channel 1 |
+-------------------------------------------------------+
此外,表格中还有其他几列,出于可读性原因我没有选择显示。
编辑:因为它似乎很重要,所以我的表格的其余部分如下所示:
+-------------------------------------+-------+-------------+-----------+--------+----------------------+---------------+-----------+-----------+-------------+-----------+-------------+-------------+-------------+--------+---------+-----------+------------+-------------------------------------------------------+
| intron_cluster | chrom | pheno_start | pheno_end | strand | variant_id | variant_chrom | var_start | var_end | p | beta | emp_p | adj_p | qval | width | istrand | gene_id | symbol | gene_name |
+-------------------------------------+-------+-------------+-----------+--------+----------------------+---------------+-----------+-----------+-------------+-----------+-------------+-------------+-------------+--------+---------+-----------+------------+-------------------------------------------------------+
| 12:70636673:70637092:clu_42156_NA | 12 | 70636674 | 70637092 | + | 12_70636829_G_A_b37 | 12 | 70636829 | 70636829 | 3.06558e-18 | -1.31573 | 0.000999001 | 2.3597e-14 | 4.17519e-12 | 112000 | + | 4848 | CNOT2 | NULL |
| 12:113355505:113357194:clu_43113_NA | 12 | 113355506 | 113357194 | + | 12_113361443_G_A_b37 | 12 | 113361443 | 113361443 | 1.84858e-15 | -0.931698 | 0.000999001 | 2.45773e-13 | 3.74453e-11 | 25252 | + | 4938 | OAS1 | NULL |
| 12:70636673:70636846:clu_42156_NA | 12 | 70636674 | 70636846 | + | 12_70438852_A_C_b37 | 12 | 70438852 | 70438852 | 3.99723e-15 | 1.17823 | 0.000999001 | 5.18063e-12 | 6.33583e-10 | 112000 | + | 4848 | CNOT2 | NULL |
| 16:86581174:86581641:clu_50252_NA | 16 | 86581175 | 86581641 | + | 16_86581191_G_A_b37 | 16 | 86581191 | 86581191 | 2.06227e-14 | 1.8007 | 0.000999001 | 3.59828e-11 | 3.84513e-09 | 25060 | - | 64779 | MTHFSD | NULL |
| 1:34336095:34336473:clu_30740_NA | 1 | 34336096 | 34336473 | + | 1_34349815_C_A_b37 | 1 | 34349815 | 34349815 | 1.40127e-12 | -0.863764 | 0.000999001 | 1.03633e-09 | 8.71569e-08 | 651835 | - | 114784 | CSMD2 | NULL |
| 1:34336095:34336473:clu_30740_NA | 1 | 34336096 | 34336473 | + | 1_34349815_C_A_b37 | 1 | 34349815 | 34349815 | 1.40127e-12 | -0.863764 | 0.000999001 | 1.03633e-09 | 8.71569e-08 | 16503 | + | 402779 | CSMD2-AS1 | NULL |
| 15:85200773:85201227:clu_16999_NA | 15 | 85200774 | 85201227 | + | 15_85388653_A_G_b37 | 15 | 85388653 | 85388653 | 2.80062e-12 | -0.867156 | 0.000999001 | 2.12775e-09 | 1.69426e-07 | 3443 | - | 4828 | NMB | NULL |
| 3:141724386:141747421:clu_68161_NA | 3 | 141724387 | 141747421 | + | 3_141752480_G_C_b37 | 3 | 141752480 | 141752480 | 5.08441e-12 | -1.30272 | 0.000999001 | 3.42692e-09 | 2.63878e-07 | 205117 | - | 7029 | TFDP2 | NULL |
| 15:85198640:85199878:clu_16998_NA | 15 | 85198641 | 85199878 | + | 15_85403496_G_A_b37 | 15 | 85403496 | 85403496 | 5.69043e-12 | -0.871396 | 0.000999001 | 1.8331e-08 | 1.25049e-06 | 3443 | - | 4828 | NMB | NULL |
| 16:57474895:57481254:clu_49288_NA | 16 | 57474896 | 57481254 | + | 16_57474424_A_G_b37 | 16 | 57474424 | 57474424 | 4.83337e-11 | -1.85358 | 0.000999001 | 6.29611e-08 | 3.88909e-06 | 19283 | - | 57019 | CIAPIN1 | NULL |
| 12:48178000:48178478:clu_41140_NA | 12 | 48178001 | 48178478 | + | 12_48178212_G_A_b37 | 12 | 48178212 | 48178212 | 1.88119e-10 | 1.01347 | 0.000999001 | 8.38193e-08 | 5.07168e-06 | 37257 | - | 51564 | HDAC7 | NULL |
| 2:239003163:239004136:clu_58883_NA | 2 | 239003164 | 239004136 | + | 2_238995432_C_T_b37 | 2 | 238995432 | 238995432 | 2.66354e-10 | -0.663325 | 0.000999001 | 2.9865e-07 | 1.64134e-05 | 132468 | + | 100533179 | UBE2F-SCLY | NULL |
| 2:239003163:239004136:clu_58883_NA | 2 | 239003164 | 239004136 | + | 2_238995432_C_T_b37 | 2 | 238995432 | 238995432 | 2.66354e-10 | -0.663325 | 0.000999001 | 2.9865e-07 | 1.64134e-05 | 38490 | + | 51540 | SCLY | NULL |
| 2:239003163:239005442:clu_58883_NA | 2 | 239003164 | 239005442 | + | 2_238995432_C_T_b37 | 2 | 238995432 | 238995432 | 4.27119e-10 | 0.65652 | 0.000999001 | 6.02915e-07 | 3.12942e-05 | 132468 | + | 100533179 | UBE2F-SCLY | NULL |
| 2:239003163:239005442:clu_58883_NA | 2 | 239003164 | 239005442 | + | 2_238995432_C_T_b37 | 2 | 238995432 | 238995432 | 4.27119e-10 | 0.65652 | 0.000999001 | 6.02915e-07 | 3.12942e-05 | 38490 | + | 51540 | SCLY | NULL |
| 3:151492453:151645645:clu_68339_NA | 3 | 151492454 | 151645645 | + | 3_151346276_G_A_b37 | 3 | 151346276 | 151346276 | 1.28794e-07 | -1.52315 | 0.000999001 | 0.000143785 | 0.00464853 | 195075 | + | 100313773 | MIR548H2 | NULL |
| 3:151492453:151645645:clu_68339_NA | 3 | 151492454 | 151645645 | + | 3_151346276_G_A_b37 | 3 | 151346276 | 151346276 | 1.28794e-07 | -1.52315 | 0.000999001 | 0.000143785 | 0.00464853 | 14416 | + | 13 | AADAC | NULL |
| 3:151492453:151645645:clu_68339_NA | 3 | 151492454 | 151645645 | + | 3_151346276_G_A_b37 | 3 | 151346276 | 151346276 | 1.28794e-07 | -1.52315 | 0.000999001 | 0.000143785 | 0.00464853 | 14439 | + | 201651 | AADACP1 | NULL |
| 3:151492453:151645645:clu_68339_NA | 3 | 151492454 | 151645645 | + | 3_151346276_G_A_b37 | 3 | 151346276 | 151346276 | 1.28794e-07 | -1.52315 | 0.000999001 | 0.000143785 | 0.00464853 | 8446 | + | 56670 | SUCNR1 | NULL |
| 6:2959576:2969013:clu_61132_NA | 6 | 2959577 | 2969013 | + | 6_2960274_G_A_b37 | 6 | 2960274 | 2960274 | 1.92885e-07 | 2.27694 | 0.001998 | 0.00026135 | 0.0079236 | 24007 | - | 5269 | SERPINB6 | NULL |
| 2:241567257:241569366:clu_58961_NA | 2 | 241567258 | 241569366 | + | 2_241564098_C_T_b37 | 2 | 241564098 | 241564098 | 1.91207e-07 | 1.25305 | 0.001998 | 0.000482486 | 0.0136674 | 25852 | + | 2859 | GPR35 | NULL |
| 16:86566087:86575303:clu_50251_NA | 16 | 86566088 | 86575303 | + | 16_86570487_C_T_b37 | 16 | 86570487 | 86570487 | 1.03949e-07 | -1.31025 | 0.000999001 | 0.000680979 | 0.0185691 | 25060 | - | 64779 | MTHFSD | NULL |
| 7:76916243:76916757:clu_11003_NA | 7 | 76916244 | 76916757 | + | 7_76822196_C_T_b37 | 7 | 76822196 | 76822196 | 5.10724e-07 | -0.966231 | 0.001998 | 0.00111196 | 0.0284919 | 172588 | + | 57639 | CCDC146 | NULL |
| 1:223000943:223008461:clu_35389_NA | 1 | 223000944 | 223008461 | + | 1_223011601_G_C_b37 | 1 | 223011601 | 223011601 | 9.56993e-07 | 0.816968 | 0.003996 | 0.00172444 | 0.0416379 | 190907 | + | 84976 | DISP1 | NULL |
| 12:49976892:49982237:clu_41309_NA | 12 | 49976893 | 49982237 | + | 12_49977890_C_T_b37 | 12 | 49977890 | 49977890 | 1.62938e-06 | -2.35179 | 0.003996 | 0.00210494 | 0.049356 | 22776 | - | 84070 | FAM186B | NULL |
| 1:38023349:38027158:clu_30874_NA | 1 | 38023350 | 38027158 | + | 1_38052710_T_G_b37 | 1 | 38052710 | 38052710 | 9.9891e-07 | 0.969321 | 0.004995 | 0.00214908 | 0.0502214 | 9939 | + | 7802 | DNALI1 | NULL |
| 15:84705739:84706452:clu_16956_NA | 15 | 84705740 | 84706452 | + | 15_84793558_T_C_b37 | 15 | 84793558 | 84793558 | 1.56545e-06 | -0.629025 | 0.002997 | 0.00249118 | 0.0569917 | 385756 | + | 57188 | ADAMTSL3 | NULL |
| 12:129278901:129283804:clu_43748_NA | 12 | 129278902 | 129283804 | + | 12_129273021_G_A_b37 | 12 | 129273021 | 129273021 | 1.42991e-06 | 0.85648 | 0.004995 | 0.00374875 | 0.0799231 | 30803 | - | 121260 | SLC15A4 | NULL |
| 16:86581717:86582070:clu_50252_NA | 16 | 86581718 | 86582070 | + | 16_86581842_G_C_b37 | 16 | 86581842 | 86581842 | 6.25747e-07 | 1.23381 | 0.00699301 | 0.00393716 | 0.0831287 | 25060 | - | 64779 | MTHFSD | NULL |
| 12:113731154:113731911:clu_43143_NA | 12 | 113731155 | 113731911 | + | 12_113863969_C_T_b37 | 12 | 113863969 | 113863969 | 3.40292e-06 | -1.15578 | 0.004995 | 0.00468589 | 0.0957361 | 77130 | + | 53373 | TPCN1 | NULL
|
编辑 3:
这是应@Balmer 的要求进行的第三次更新。
mysql> UPDATE testis_sQTL SET gene_name = CASE intron_cluster
-> WHEN '12:70636673:70637092:clu_42156_NA' THEN 'CCR4-NOT transcription complex subunit 2'
-> WHEN '12:113355505:113357194:clu_43113_NA' THEN '2-5-oligoadenylate synthetase 1'
-> WHEN '12:70636673:70636846:clu_42156_NA' THEN 'CCR4-NOT transcription complex subunit 2'
-> WHEN '16:86581174:86581641:clu_50252_NA' THEN 'methenyltetrahydrofolate synthetase domain containing'
-> WHEN '1:34336095:34336473:clu_30740_NA' THEN 'CUB and Sushi multiple domains 2'
-> WHEN '1:34336095:34336473:clu_30740_NA' THEN 'CSMD2 antisense RNA 1'
-> WHEN '15:85200773:85201227:clu_16999_NA' THEN 'neuromedin B'
-> WHEN '3:141724386:141747421:clu_68161_NA' THEN 'transcription factor Dp-2'
-> WHEN '15:85198640:85199878:clu_16998_NA' THEN 'neuromedin B'
-> WHEN '16:57474895:57481254:clu_49288_NA' THEN 'cytokine induced apoptosis inhibitor 1'
-> WHEN '12:48178000:48178478:clu_41140_NA' THEN 'histone deacetylase 7'
-> WHEN '2:239003163:239004136:clu_58883_NA' THEN 'UBE2F-SCLY readthrough (NMD candidate)'
-> WHEN '2:239003163:239004136:clu_58883_NA' THEN 'selenocysteine lyase'
-> WHEN '2:239003163:239005442:clu_58883_NA' THEN 'UBE2F-SCLY readthrough (NMD candidate)'
-> WHEN '2:239003163:239005442:clu_58883_NA' THEN 'selenocysteine lyase'
-> WHEN '3:151492453:151645645:clu_68339_NA' THEN 'microRNA 548h-2'
-> WHEN '3:151492453:151645645:clu_68339_NA' THEN 'arylacetamide deacetylase'
-> WHEN '3:151492453:151645645:clu_68339_NA THEN 'arylacetamide deacetylase pseudogene 1'
'> WHEN '3:151492453:151645645:clu_68339_NA' THEN 'succinate receptor 1'
'> WHEN '6:2959576:2969013:clu_61132_NA' THEN 'serpin family B member 6'
'> WHEN '2:241567257:241569366:clu_58961_NA' THEN 'G protein-coupled receptor 35'
'> WHEN '16:86566087:86575303:clu_50251_NA' THEN 'methenyltetrahydrofolate synthetase domain containing'
'> WHEN '7:76916243:76916757:clu_11003_NA' THEN 'coiled-coil domain containing 146'
'> WHEN '1:223000943:223008461:clu_35389_NA' THEN 'dispatched RND transporter family member 1'
'> WHEN '12:49976892:49982237:clu_41309_NA' THEN 'family with sequence similarity 186 member B'
'> WHEN '1:38023349:38027158:clu_30874_NA' THEN 'dynein axonemal light intermediate chain 1'
'> WHEN '15:84705739:84706452:clu_16956_NA' THEN 'ADAMTS like 3'
'> WHEN '12:129278901:129283804:clu_43748_NA' THEN 'solute carrier family 15 member 4'
'> WHEN '16:86581717:86582070:clu_50252_NA' THEN 'methenyltetrahydrofolate synthetase domain containing'
'> WHEN '12:113731154:113731911:clu_43143_NA' THEN 'two pore segment channel 1'
'> END
'> WHERE intron_cluster IN ('12:70636673:70637092:clu_42156_NA','12:113355505:113357194:clu_43113_NA','12:70636673:70636846:clu_42156_NA','16:86581174:86581641:clu_50252_NA','1:34336095:34336473:clu_30740_NA','1:34336095:34336473:clu_30740_NA','15:85200773:85201227:clu_16999_NA','3:141724386:141747421:clu_68161_NA','15:85198640:85199878:clu_16998_NA','16:57474895:57481254:clu_49288_NA','12:48178000:48178478:clu_41140_NA','2:239003163:239004136:clu_58883_NA','2:239003163:239004136:clu_58883_NA','2:239003163:239005442:clu_58883_NA','2:239003163:239005442:clu_58883_NA','3:151492453:151645645:clu_68339_NA','3:151492453:151645645:clu_68339_NA','3:151492453:151645645:clu_68339_NA','3:151492453:151645645:clu_68339_NA','6:2959576:2969013:clu_61132_NA','2:241567257:241569366:clu_58961_NA','16:86566087:86575303:clu_50251_NA','7:76916243:76916757:clu_11003_NA','1:223000943:223008461:clu_35389_NA','12:49976892:49982237:clu_41309_NA','1:38023349:38027158:clu_30874_NA','15:84705739:84706452:clu_16956_NA','12:129278901:129283804:clu_43748_NA','16:86581717:86582070:clu_50252_NA','12:113731154:113731911:clu_43143_NA');
'>
'>
最佳答案
如果要替换现有行中的 NULL
值,您需要使用 UPDATE
,而不是 INSERT
。但是您需要一些方法来指定每个值应该更新哪一行。所以查询需要看起来像:
UPDATE testis_sQTL
SET gene_name = CASE someColumn
WHEN 'value1' THEN 'CCR4-NOT transcription complex subunit 2'
WHEN 'value2' THEN '2-5-oligoadenylate synthetase 1'
...
END
WHERE someColumn IN ('value1', 'value2', ...);
您需要将 someColumn
替换为您要匹配的列的名称以找到合适的行,并将所有 valueN
替换为相应的值。
如果 someColumn
是表的唯一索引,您可以使用更短的 INSERT ... ON DUPLICATE KEY UPDATE
语法:
INSERT INTO testis_sQTL (someColumn, gene_name) VALUES
('value1', 'CCR4-NOT transcription complex subunit 2'),
('value2', '2-5-oligoadenylate synthetase 1'),
('value3', 'CCR4-NOT transcription complex subunit 2'),
('value4', 'methenyltetrahydrofolate synthetase domain containing'),
('value5', 'CUB and Sushi multiple domains 2'),
...
ON DUPLICATE KEY UPDATE gene_name = VALUES(gene_name);
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我正在用 PHP 创建一个登录系统。我需要用户使用他或她的用户名或电子邮件或电话号码登录然后使用密码。因为我知道在 Java 中我们会像 email==user^ username == user 这
我在 C++ 项目上使用 sqlite,但是当我在具有文本值的列上使用 WHERE 时出现问题 我创建了一个 sqlite 数据库: CREATE TABLE User( id INTEGER
当构造函数是显式时,它不用于隐式转换。在给定的代码片段中,构造函数被标记为 explicit。那为什么在 foo obj1(10.25); 情况下它可以工作,而在 foo obj2=10.25; 情况
我知道这是一个主观问题,所以如果需要关闭它,我深表歉意,但我觉得它经常出现,让我想知道是否普遍偏爱一种形式而不是另一种形式。 显然,最好的答案是“重构代码,这样你就不需要测试是否存在错误”,但有时没有
这两个 jQuery 选择器有什么区别? 以下是来自 w3schools.com 的定义: [attribute~=value] 选择器选择带有特定属性,其值包含特定字符串。 [attribute*=
为什么我们需要CSS [attribute|=value] Selector根本当 CSS3 [attribute*=value] Selector基本上完成相同的事情,浏览器兼容性几乎相似?是否存在
我正在解决 regx 问题。我已经有一个像这样的 regx [0-9]*([.][0-9]{2})。这是 amont 格式验证。现在,通过此验证,我想包括不应提供 0 金额。比如 10 是有效的,但
我正在研究计算机科学 A 考试的样题,但无法弄清楚为什么以下问题的正确答案是正确的。 考虑以下方法。 public static void mystery(List nums) { for (
好的,我正在编写一个 Perl 程序,它有一个我收集的值的哈希值(完全在一个完全独立的程序中)并提供给这个 Perl 脚本。这个散列是 (string,string) 的散列。 我想通过 3 种方式对
我有一个表数据如下,来自不同的表。仅当第三列具有值“债务”并且第一列(日期)具有最大值时,我才想从第四列中获取最大值。最终值基于 MAX(DATE) 而不是 MAX(PRICE)。所以用简单的语言来说
我有一个奇怪的情况,只有错误状态保存到数据库中。当“状态”应该为 true 时,我的查询仍然执行 false。 我有具有此功能的 Controller public function change_a
我有一个交易表(针对所需列进行了简化): id client_id value 1 1 200 2 2 150 3 1
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