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