Datasets:

bigcode
/

commitpackmeta

+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:#__name__ == "__main__":
+    data = {}
+    # licenses:
+    # {"repos":"samoht/ocaml-conduit,samoht/ocaml-conduit,avsm/ocaml-conduit,mirage/ocaml-conduit,djs55/ocaml-conduit,rgrinberg/ocaml-conduit,rgrinberg/ocaml-conduit,djs55/ocaml-conduit","license":"isc"}
+    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
+    # path = "diffs_9961473_10485760.jsonl"
+    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', # Differentiate Perl6 from Perl
+        '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)