Amog Kamsetty amogkam
amogkam
/ jpb-lr-modified-base.csv
Created
July 4, 2020 21:48
We can make this file beautiful and searchable if this error is corrected: It looks like row 4 should actually have 8 columns, instead of 5. in line 3.
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| query_no,query,cardinality_predict,cardinality_true,q_error,latency_ms,generated_spn_calls,latency_generated_code | |
| 0,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 2 AND title.series_years >= 1340 AND title.production_year <= 2004.0;",10333,11637,1.1261976192780412,39.27454399945418,0,0.0 | |
| 1,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.phonetic_code = 16773 AND title.kind_id = 1 AND movie_companies.company_type_id = 1 AND movie_info_idx.info_type_id = 101;",117,383,3.2735042735042734,38.96145999988221,0,0.0 | |
| 2,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 4 AND title.phonetic_code <= 16924 AND title.production_year >= 1987.0 AND movie_companies.company_type_id = 1;",37736,79017,2.093942124231 |
amogkam
/ all_modified_100k.csv
Created
July 4, 2020 22:10
We can make this file beautiful and searchable if this error is corrected: It looks like row 4 should actually have 8 columns, instead of 5. in line 3.
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| query_no,query,cardinality_predict,cardinality_true,q_error,latency_ms,generated_spn_calls,latency_generated_code | |
| 0,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 2 AND title.series_years >= 1340 AND title.production_year <= 2004.0;",11538,11637,1.0085803432137286,42.26786499202717,0,0.0 | |
| 1,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.phonetic_code = 16773 AND title.kind_id = 1 AND movie_companies.company_type_id = 1 AND movie_info_idx.info_type_id = 101;",183,383,2.092896174863388,40.731608009082265,0,0.0 | |
| 2,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 4 AND title.phonetic_code <= 16924 AND title.production_year >= 1987.0 AND movie_companies.company_type_id = 1;",31559,79017,2.503786558509 |
amogkam
/ all_modified_large.csv
Created
July 4, 2020 23:28
We can make this file beautiful and searchable if this error is corrected: It looks like row 4 should actually have 8 columns, instead of 5. in line 3.
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| query_no,query,cardinality_predict,cardinality_true,q_error,latency_ms,generated_spn_calls,latency_generated_code | |
| 0,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 2 AND title.series_years >= 1340 AND title.production_year <= 2004.0;",10685,11637,1.0890968647636874,20.333573993411846,0,0.0 | |
| 1,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.phonetic_code = 16773 AND title.kind_id = 1 AND movie_companies.company_type_id = 1 AND movie_info_idx.info_type_id = 101;",245,383,1.563265306122449,25.415468000574037,0,0.0 | |
| 2,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 4 AND title.phonetic_code <= 16924 AND title.production_year >= 1987.0 AND movie_companies.company_type_id = 1;",27984,79017,2.82364922813 |
amogkam
/ col_drop_base.csv
Created
July 4, 2020 23:55
We can make this file beautiful and searchable if this error is corrected: It looks like row 4 should actually have 8 columns, instead of 6. in line 3.
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| query_no,query,cardinality_predict,cardinality_true,q_error,latency_ms,generated_spn_calls,latency_generated_code | |
| 0,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 2 AND title.series_years >= 1340 AND title.production_year <= 2004.0;",8656,11637,1.3443853974121995,43.02999000356067,0,0.0 | |
| 1,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.phonetic_code = 16773 AND title.kind_id = 1 AND movie_companies.company_type_id = 1 AND movie_info_idx.info_type_id = 101;",200,383,1.915,39.682850998360664,0,0.0 | |
| 2,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 4 AND title.phonetic_code <= 16924 AND title.production_year >= 1987.0 AND movie_companies.company_type_id = 1;",30747,79017,2.5699092594399455,43.71991 |
amogkam
/ col_drop_100k.csv
Created
July 5, 2020 00:19
We can make this file beautiful and searchable if this error is corrected: It looks like row 4 should actually have 8 columns, instead of 5. in line 3.
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| query_no,query,cardinality_predict,cardinality_true,q_error,latency_ms,generated_spn_calls,latency_generated_code | |
| 0,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 2 AND title.series_years >= 1340 AND title.production_year <= 2004.0;",11781,11637,1.0123743232791957,45.468691998394206,0,0.0 | |
| 1,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.phonetic_code = 16773 AND title.kind_id = 1 AND movie_companies.company_type_id = 1 AND movie_info_idx.info_type_id = 101;",239,383,1.602510460251046,44.66612699616235,0,0.0 | |
| 2,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 4 AND title.phonetic_code <= 16924 AND title.production_year >= 1987.0 AND movie_companies.company_type_id = 1;",30906,79017,2.556688021743 |
amogkam
/ col_drop_large.csv
Created
July 5, 2020 01:47
We can make this file beautiful and searchable if this error is corrected: It looks like row 4 should actually have 8 columns, instead of 5. in line 3.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
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| query_no,query,cardinality_predict,cardinality_true,q_error,latency_ms,generated_spn_calls,latency_generated_code | |
| 0,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 2 AND title.series_years >= 1340 AND title.production_year <= 2004.0;",10837,11637,1.0738211682199872,20.455916004721075,0,0.0 | |
| 1,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.phonetic_code = 16773 AND title.kind_id = 1 AND movie_companies.company_type_id = 1 AND movie_info_idx.info_type_id = 101;",246,383,1.556910569105691,26.634241003193893,0,0.0 | |
| 2,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 4 AND title.phonetic_code <= 16924 AND title.production_year >= 1987.0 AND movie_companies.company_type_id = 1;",27979,79017,2.82415382965 |
amogkam
/ repeat_base.csv
Created
July 5, 2020 02:14
We can make this file beautiful and searchable if this error is corrected: It looks like row 4 should actually have 8 columns, instead of 5. in line 3.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
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| query_no,query,cardinality_predict,cardinality_true,q_error,latency_ms,generated_spn_calls,latency_generated_code | |
| 0,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 2 AND title.series_years >= 1340 AND title.production_year <= 2004.0;",9892,11637,1.176405175899717,38.586937997024506,0,0.0 | |
| 1,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.phonetic_code = 16773 AND title.kind_id = 1 AND movie_companies.company_type_id = 1 AND movie_info_idx.info_type_id = 101;",119,383,3.2184873949579833,32.95858099590987,0,0.0 | |
| 2,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 4 AND title.phonetic_code <= 16924 AND title.production_year >= 1987.0 AND movie_companies.company_type_id = 1;",44853,79017,1.7616881813925 |
amogkam
/ repeat_100k.csv
Created
July 5, 2020 02:36
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| query_no | query | cardinality_predict | cardinality_true | q_error | latency_ms | generated_spn_calls | latency_generated_code | |
|---|---|---|---|---|---|---|---|---|
| 0 | SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 2 AND title.series_years >= 1340 AND title.production_year <= 2004.0; | 6750 | 11637 | 1.724 | 48.24709799140692 | 0 | 0.0 | |
| 1 | SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.phonetic_code = 16773 AND title.kind_id = 1 AND movie_companies.company_type_id = 1 AND movie_info_idx.info_type_id = 101; | 20 | 383 | 19.15 | 39.38393101270776 | 0 | 0.0 | |
| 2 | SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 4 AND title.phonetic_code <= 16924 AND title.production_year >= 1987.0 AND movie_companies.company_type_id = 1; | 43965 | 79017 | 1.7972705561241897 | 45.22453300887719 | 0 | 0.0 |
amogkam
/ repeat_large.csv
Created
July 6, 2020 03:29
We can make this file beautiful and searchable if this error is corrected: It looks like row 4 should actually have 8 columns, instead of 5. in line 3.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
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| query_no,query,cardinality_predict,cardinality_true,q_error,latency_ms,generated_spn_calls,latency_generated_code | |
| 0,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 2 AND title.series_years >= 1340 AND title.production_year <= 2004.0;",24827,11637,2.1334536392541033,44.170667009893805,0,0.0 | |
| 1,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.phonetic_code = 16773 AND title.kind_id = 1 AND movie_companies.company_type_id = 1 AND movie_info_idx.info_type_id = 101;",22,383,17.40909090909091,38.34984201239422,0,0.0 | |
| 2,"SELECT COUNT(*) FROM movie_companies, movie_info_idx, title WHERE title.id=movie_companies.movie_id AND title.id=movie_info_idx.movie_id AND title.kind_id = 4 AND title.phonetic_code <= 16924 AND title.production_year >= 1987.0 AND movie_companies.company_type_id = 1;",44389,79017,1.7801031787154 |
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| { | |
| "per_gpu_batch_size": [16, 32], | |
| "learning_rate": [2e-5, 3e-5, 5e-5], | |
| "num_epochs": [2, 3, 4] | |
| } |
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