| import json |
| import random |
| import os |
| import datasets |
|
|
| opt_out_github_login_the_stack_12 = '''tomas |
| bermannoah |
| rtzoeller |
| sdatkinson |
| jtth |
| benui-dev |
| DrTimothyAldenDavis |
| pranftw |
| marcsances |
| sitmo |
| jucor |
| digantamisra98 |
| przemb |
| jisakiel |
| kellycochran |
| AkashM398 |
| MeSayan |
| SWinxy |
| zitterbewegung |
| fredster33 |
| demangejeremy |
| PPPI |
| henilp105 |
| tobymcclean |
| cynddl |
| spate141 |
| plaaosert |
| woylie |
| alexkoster |
| satyrnidae |
| rclark |
| zakkolar |
| jimscard |
| marjoleinF |
| ghchinoy |
| jmfadeley |
| fuhrmanator |
| stephen-three |
| retro-ai |
| abolouri |
| matthewheath |
| jollypolly123 |
| RJRauch |
| ivansche |
| '''.splitlines() |
|
|
| paths = '''diffs_10485761_11010048.jsonl |
| diffs_1048577_1572864.jsonl |
| diffs_11010049_11534336.jsonl |
| diffs_11534337_12058624.jsonl |
| diffs_12058625_12582912.jsonl |
| diffs_12582913_13107200.jsonl |
| diffs_13107201_13631488.jsonl |
| diffs_13631489_14155776.jsonl |
| diffs_14155777_14680064.jsonl |
| diffs_14680065_15204352.jsonl |
| diffs_15204353_15728640.jsonl |
| diffs_15728641_16252928.jsonl |
| diffs_1572865_2097152.jsonl |
| diffs_16252929_16777216.jsonl |
| diffs_1_524288.jsonl |
| diffs_2097153_2621440.jsonl |
| diffs_25165825_25690112.jsonl |
| diffs_25690113_26214400.jsonl |
| diffs_26214401_26738688.jsonl |
| diffs_2621441_3145728.jsonl |
| diffs_26738689_27262976.jsonl |
| diffs_27262977_27787264.jsonl |
| diffs_27787265_28311552.jsonl |
| diffs_28311553_28835840.jsonl |
| diffs_28835841_29360128.jsonl |
| diffs_29360129_29884416.jsonl |
| diffs_29884417_30408704.jsonl |
| diffs_30408705_30932992.jsonl |
| diffs_30932993_31457280.jsonl |
| diffs_31457281_31981568.jsonl |
| diffs_3145729_3670016.jsonl |
| diffs_31981569_32505856.jsonl |
| diffs_32505857_33030144.jsonl |
| diffs_33030145_33554432.jsonl |
| diffs_33554433_34078720.jsonl |
| diffs_34078721_34603008.jsonl |
| diffs_34603009_35127296.jsonl |
| diffs_35127297_35651584.jsonl |
| diffs_35651585_36175872.jsonl |
| diffs_36175873_36700160.jsonl |
| diffs_36700161_37224448.jsonl |
| diffs_3670017_4194304.jsonl |
| diffs_37224449_37748736.jsonl |
| diffs_37748737_38273024.jsonl |
| diffs_38273025_38797312.jsonl |
| diffs_38797313_39321600.jsonl |
| diffs_39321601_39845888.jsonl |
| diffs_39845889_40370176.jsonl |
| diffs_40370177_40894464.jsonl |
| diffs_40894465_41418752.jsonl |
| diffs_41418753_41943040.jsonl |
| diffs_41943041_42467328.jsonl |
| diffs_4194305_4718592.jsonl |
| diffs_42467329_42991616.jsonl |
| diffs_42991617_43515904.jsonl |
| diffs_43515905_44040192.jsonl |
| diffs_44040193_44564480.jsonl |
| diffs_44564481_45088768.jsonl |
| diffs_45088769_45613056.jsonl |
| diffs_45613057_46137344.jsonl |
| diffs_46137345_46661632.jsonl |
| diffs_46661633_47185920.jsonl |
| diffs_47185921_47710208.jsonl |
| diffs_4718593_5242880.jsonl |
| diffs_47710209_48234496.jsonl |
| diffs_48234497_48758784.jsonl |
| diffs_48758785_49283072.jsonl |
| diffs_49283073_49807360.jsonl |
| diffs_49807361_50331648.jsonl |
| diffs_50331649_50855936.jsonl |
| diffs_50855937_51380224.jsonl |
| diffs_51380225_51904512.jsonl |
| diffs_51904513_52428800.jsonl |
| diffs_52428801_52953088.jsonl |
| diffs_5242881_5767168.jsonl |
| diffs_524289_1048576.jsonl |
| diffs_52953089_53477376.jsonl |
| diffs_53477377_54001664.jsonl |
| diffs_54001665_54525952.jsonl |
| diffs_54525953_55050240.jsonl |
| diffs_55050241_55574528.jsonl |
| diffs_55574529_56098816.jsonl |
| diffs_56098817_56623104.jsonl |
| diffs_56623105_57147392.jsonl |
| diffs_57147393_57671680.jsonl |
| diffs_57671681_58195968.jsonl |
| diffs_5767169_6291456.jsonl |
| diffs_58195969_58720256.jsonl |
| diffs_49807361_50331648.jsonl |
| diffs_50331649_50855936.jsonl |
| diffs_50855937_51380224.jsonl |
| diffs_51380225_51904512.jsonl |
| diffs_51904513_52428800.jsonl |
| diffs_52428801_52953088.jsonl |
| diffs_5242881_5767168.jsonl |
| diffs_524289_1048576.jsonl |
| diffs_52953089_53477376.jsonl |
| diffs_53477377_54001664.jsonl |
| diffs_54001665_54525952.jsonl |
| diffs_54525953_55050240.jsonl |
| diffs_55050241_55574528.jsonl |
| diffs_55574529_56098816.jsonl |
| diffs_56098817_56623104.jsonl |
| diffs_56623105_57147392.jsonl |
| diffs_57147393_57671680.jsonl |
| diffs_57671681_58195968.jsonl |
| diffs_5767169_6291456.jsonl |
| diffs_58195969_58720256.jsonl |
| diffs_58720257_59244544.jsonl |
| diffs_59244545_59768832.jsonl |
| diffs_59768833_60293120.jsonl |
| diffs_60293121_60817408.jsonl |
| diffs_60817409_61341696.jsonl |
| diffs_61341697_61865984.jsonl |
| diffs_61865985_62390272.jsonl |
| diffs_62390273_62914560.jsonl |
| diffs_62914561_63438848.jsonl |
| diffs_6291457_6815744.jsonl |
| diffs_63438849_63963136.jsonl |
| diffs_63963137_64487424.jsonl |
| diffs_64487425_65011712.jsonl |
| diffs_65011713_65536000.jsonl |
| diffs_65536001_66060288.jsonl |
| diffs_66060289_66584576.jsonl |
| diffs_66584577_67108864.jsonl |
| diffs_6815745_7340032.jsonl |
| diffs_7340033_7864320.jsonl |
| diffs_7864321_8388608.jsonl |
| diffs_8388609_8912896.jsonl |
| diffs_8912897_9437184.jsonl |
| diffs_9437185_9961472.jsonl'''.splitlines() |
|
|
|
|
| if False: |
| data = {} |
| |
| |
| with open('licenses_merged.jsonl', 'r') as f: |
| for line in f: |
| line = line.strip() |
| if not line: |
| continue |
| d = json.loads(line) |
| for repo in d['repos'].split(","): |
| data[repo] = d['license'] |
|
|
| NUM_PROC = 8 |
|
|
| |
| for path in paths: |
| ds = datasets.load_dataset("json", data_files=path) |
|
|
| print(ds) |
| print(random.sample(data.items(), 10)) |
|
|
| def map_col(example): |
| for repo in example["repos"].split(","): |
| if repo in data: |
| example["license"] = data[repo] |
| return example |
| example["license"] = 'unknown' |
| return example |
|
|
| def opt_out(example): |
| repos = example["repos"].split(",") |
| if (len(repos) == 1) and (repos[0].split("/")[0] in opt_out_github_login_the_stack_12): |
| return False |
| return True |
| |
| ds['train'].map(map_col).filter(opt_out).to_json(path.replace(".jsonl", "_new.jsonl"), num_proc=NUM_PROC) |
|
|
| """ |
| AND ( (lang_table.language_name LIKE 'Python') |
| OR (lang_table.language_name LIKE 'Java') |
| OR (lang_table.language_name LIKE 'JavaScript') |
| OR (lang_table.language_name LIKE 'HTML') |
| OR (lang_table.language_name LIKE 'Common Lisp') |
| OR (lang_table.language_name LIKE 'Shell') |
| OR (lang_table.language_name LIKE 'R') |
| OR (lang_table.language_name LIKE 'Perl%') |
| OR (lang_table.language_name LIKE 'SQL') |
| OR (lang_table.language_name LIKE 'C') |
| OR (lang_table.language_name LIKE 'C#') |
| OR (lang_table.language_name LIKE 'C++') |
| OR (lang_table.language_name LIKE 'TypeScript') |
| OR (lang_table.language_name LIKE 'Go') |
| OR (lang_table.language_name LIKE 'Rust') |
| OR (lang_table.language_name LIKE 'Swift') |
| OR (lang_table.language_name LIKE 'PHP') |
| OR (lang_table.language_name LIKE 'Dart') |
| OR (lang_table.language_name LIKE 'Kotlin') |
| OR (lang_table.language_name LIKE 'Matlab') |
| OR (lang_table.language_name LIKE 'MATLAB') |
| OR (lang_table.language_name LIKE 'Ruby') ) |
| """ |
|
|
| if __name__ == "__main__": |
|
|
| with open("programming_languages.json", "r") as f: |
| prog_langs = json.load(f) |
| |
| ext_to_lang = {} |
| for lang, exts in prog_langs.items(): |
| for ext in exts: |
| ext_to_lang[ext] = lang |
| |
|
|
| LANGS = [ |
| 'Python', |
| 'Java', |
| 'JavaScript', |
| 'HTML', |
| 'Common Lisp', |
| 'Shell', |
| 'R', |
| 'Perl', |
| 'Perl6', |
| 'SQL', |
| 'C', |
| 'C#', |
| 'C++', |
| 'TypeScript', |
| 'Go', |
| 'Rust', |
| 'Swift', |
| 'PHP', |
| 'Dart', |
| 'Kotlin', |
| 'Matlab', |
| 'MATLAB', |
| 'Ruby' |
| ] |
|
|
| for lang in LANGS: |
| if lang not in prog_langs: |
| print("Missing", lang) |
|
|
| def add_lang(example): |
| example["language"] = ext_to_lang.get(example["new_file"].split(".")[-1], "unknown") |
| return example |
|
|
| for path in paths: |
| ds = datasets.load_dataset("json", data_files=path) |
| ds = ds['train'].map(add_lang) |
| vals = ds.unique('language') |
| for val in vals: |
| ds.filter(lambda x: x['language'] == val).to_json(path.replace(".jsonl", f"_{val}.jsonl"), num_proc=NUM_PROC) |
|
|
| |
| |
| |
|
|
