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847
4ef984b7bc27a12673e8c702e9c154961d50c7032af74b8610be74e483dfe606da66794a8d14e4382b29d60f96e21e309475ed6a12677c734331ba5aaf92bdbd
d8fa5abf13a4fd1a47b6c4f0a7098ffbae582d7f605f333d6e7de4d28a859e369407b53516ec28cfc37a234e59891a7a70f7a506adfd746ce84f0569318f8810
pypi-4ef984b7bc27a12673e8c702e9c154961d50c7032af74b8610be74e483dfe606da66794a8d14e4382b29d60f96e21e309475ed6a12677c734331ba5aaf92bdbd
pypi
3.8
9caba8f62ab3e1df8c4849afa41d115b5be260fe64c3985a9821fded77647f1c
from http import HTTPStatus from typing import Any, Optional, Union, cast import httpx from ... import errors from ...client import AuthenticatedClient, Client from ...models.errors import Errors from ...models.relationships_list_delete_request import RelationshipsListDeleteRequest from ...types import Response def _g...
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[ { "source": "from <mask_0><mask_2> import <mask_1>", "bytecode": "LOAD_CONST , <mask_0> <SEP> LOAD_CONST , ('<mask_1>',) <SEP> IMPORT_NAME , <mask_2> <SEP> IMPORT_FROM , <mask_1> <SEP> STORE_NAME , <mask_1> <SEP> POP_TOP" }, { "source": "from <mask_0><mask_5> import <mask_1>, <mask_2>, <mask_3>, <ma...
[ { "source": "from <mask_0><mask_34> import <mask_16> <SEP> from <mask_0><mask_35> import <mask_17>, <mask_18>, <mask_19>, <mask_20> <SEP> import <mask_36> <SEP> from <mask_1><mask_37> import <mask_21> <SEP> from <mask_1><mask_32> import <mask_22>, <mask_23> <SEP> from <mask_1><mask_38> import <mask_24> <SEP> fr...
b4ce3a493869325b150e20324f75e823c27bea27f12c9154a58dba5cd79928698dcd4bac3434ae4ee4dba14a152a0b53d9dc7cb430a150cbc70bf2fcf70b09ca
107273470b2e09b45f6c0ebc9801afabe5fd2d7aa753a7cc36ee42e5d39d6bebb36e8ffbc7613c5ab79ff429757e365ada5d7a4878a075e27b2c60918ffaf28e
pypi-b4ce3a493869325b150e20324f75e823c27bea27f12c9154a58dba5cd79928698dcd4bac3434ae4ee4dba14a152a0b53d9dc7cb430a150cbc70bf2fcf70b09ca
pypi
3.9
d522dd2e3b71fdc13f7b9d5e3023b332a5380f33a91223d67341eb4a2e83a5a0
"""pass""" import unittest from unittest.mock import patch import urllib3 import galv from galv.paths.users_id_ import patch from galv import configuration, schemas, api_client from .. import ApiTestMixin class TestUsersId(ApiTestMixin, unittest.TestCase): """pass""" _configuration = configuration.Configuratio...
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[ { "source": "\"\"\"<mask_0>\"\"\"", "bytecode": "LOAD_CONST , '<mask_0>' <SEP> STORE_NAME , __doc__" }, { "source": "import <mask_1>", "bytecode": "LOAD_CONST , <mask_0> <SEP> LOAD_CONST , None <SEP> IMPORT_NAME , <mask_1> <SEP> STORE_NAME , <mask_1>" }, { "source": "from <mask_0><mask_2...
[ { "source": "\"\"\"<mask_0>\"\"\" <SEP> import <mask_12> <SEP> from <mask_1><mask_13> import <mask_6> <SEP> import <mask_14> <SEP> import <mask_15> <SEP> from <mask_1><mask_16> import <mask_6> <SEP> from <mask_1><mask_15> import <mask_7>, <mask_8>, <mask_9> <SEP> from <mask_2><mask_17> import <mask_10> <SEP> cl...
12eb5aa5d10509f47015ff0c6c5c771eca739ddc245bb702d029fbd8342c4d90c8678c769ba3066ba02cc8b7392c20172fac7449162ec5f7dea8795e5301ac62
896e76df1dc3e2310d815e9e62b76f030c03c82c1637e946de7072df58de3d96e89b36f1a571646f7874df985ece6ca04088ea15cf9fc919fb00b7bd4b2f701c
pypi-12eb5aa5d10509f47015ff0c6c5c771eca739ddc245bb702d029fbd8342c4d90c8678c769ba3066ba02cc8b7392c20172fac7449162ec5f7dea8795e5301ac62
pypi
3.11
e9c10390164c6487e81d56c9274c0ac3c32e28f971892a722a738bc67b39cbd8
class Usecase: def __init__(self, file, layer=None, attributes=None, material=None): """pass""" self.file = file self.settings = {'layer': layer, 'attributes': attributes or {}, 'material': material} def execute(self): for name, value in self.settings['attributes'].items(): ...
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[ { "source": "class <mask_0>:", "bytecode": "PUSH_NULL <SEP> LOAD_BUILD_CLASS <SEP> LOAD_CONST , <codeobj:<mask_0>> <SEP> MAKE_FUNCTION , 0 <SEP> LOAD_CONST , '<mask_0>' <SEP> CALL , 2 <SEP> STORE_NAME , <mask_0> <SEP> LOAD_CONST , None <SEP> RETURN_VALUE" }, { "source": "def <mask_3>(<mask_4>, <mask...
[ { "source": "class <mask_10>:", "bytecode": "PUSH_NULL <SEP> LOAD_BUILD_CLASS <SEP> LOAD_CONST , <codeobj:<mask_10>> <SEP> MAKE_FUNCTION , 0 <SEP> LOAD_CONST , '<mask_10>' <SEP> CALL , 2 <SEP> STORE_NAME , <mask_10> <SEP> LOAD_CONST , None <SEP> RETURN_VALUE", "boundary": "['B', 'I', 'I', 'I', 'I', 'I',...
ef9b75af2e4da991246d2183a9337fb2cf68045eb20c3e056e98f082288ed5b4718793efd3457919a1b40643a60c488c5a5100992d3537d27f99e6971dd5d39d
e06dc0bb2b5d6e8d03f62c70d73fec446351187e4275df5e8e68dfb25f66a7a9d42517f141c7344ac9d9c9f61c13e4bb67424e8c2adf2afbe69babbd93e996bf
pypi-ef9b75af2e4da991246d2183a9337fb2cf68045eb20c3e056e98f082288ed5b4718793efd3457919a1b40643a60c488c5a5100992d3537d27f99e6971dd5d39d
pypi
3.12
557d9964c93e86dcd93d4054e3f0a2c13f2a7d1e480b2375e7210c89e8d66f53
import logging from typing import Union import pylogram from pylogram import raw log = logging.getLogger(__name__) class GetChatHistoryCount: async def get_chat_history_count(self: 'pylogram.Client', chat_id: Union[int, str]) -> int: """pass""" r = await self.invoke(raw.functions.messages.GetHisto...
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[ { "source": "import <mask_1>", "bytecode": "LOAD_CONST , <mask_0> <SEP> LOAD_CONST , None <SEP> IMPORT_NAME , <mask_1> <SEP> STORE_NAME , <mask_1>" }, { "source": "from <mask_0><mask_2> import <mask_1>", "bytecode": "LOAD_CONST , <mask_0> <SEP> LOAD_CONST , ('<mask_1>',) <SEP> IMPORT_NAME , <mas...
[ { "source": "import <mask_5> <SEP> from <mask_0><mask_6> import <mask_3> <SEP> import <mask_7> <SEP> from <mask_0><mask_7> import <mask_4> <SEP> <mask_10> = <mask_5>.<mask_8>(<mask_9>) <SEP> class <mask_22>:", "bytecode": "LOAD_CONST , <mask_0> <SEP> LOAD_CONST , None <SEP> IMPORT_NAME , <mask_5> <SEP> STOR...
1520cef6b24c5bf80ca23bfae1f0b87834d4bf397ccd22fe0a047654dccdbbd2cfa8229e1abd7b62a9c075d4b7919dc3ecb5f4a7df0c31e57598ac40a90caec9
6c51514093a0876722a14dac3e5bd671c37914d952e032357ad14ca26bea43fc597cb0bbe78aa638b599ca0130fa3977445f612b3164b21db14b85413d97b57e
pypi-1520cef6b24c5bf80ca23bfae1f0b87834d4bf397ccd22fe0a047654dccdbbd2cfa8229e1abd7b62a9c075d4b7919dc3ecb5f4a7df0c31e57598ac40a90caec9
pypi
3.13
a060acd0080c378c16f53ce68a8679464f4a548e9383ea619297f9bb9b5b998b
"""pass""" import random import time from collections.abc import Callable from contextlib import contextmanager from pathlib import Path from typing import TYPE_CHECKING, Any import anndata as ad import numpy as np import pandas as pd from scxpand.util.logger import get_logger if TYPE_CHECKING: from scxpand.util.cl...
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[ { "source": "\"\"\"<mask_0>\"\"\"", "bytecode": "LOAD_CONST , '<mask_0>' <SEP> STORE_NAME , __doc__" }, { "source": "import <mask_1>", "bytecode": "LOAD_CONST , <mask_0> <SEP> LOAD_CONST , None <SEP> IMPORT_NAME , <mask_1> <SEP> STORE_NAME , <mask_1>" }, { "source": "import <mask_1>", ...
[ { "source": "\"\"\"<mask_0>\"\"\" <SEP> import <mask_59> <SEP> import <mask_60> <SEP> from <mask_1><mask_61> import <mask_45> <SEP> from <mask_1><mask_62> import <mask_46> <SEP> from <mask_1><mask_63> import <mask_47> <SEP> from <mask_1><mask_64> import <mask_48>, <mask_49> <SEP> import <mask_65> as <mask_66> <...
"5947ec0452362c1d76ae85c5a09921c21658fbb7d56ee592d6d54c4ac9376acee2832360308cba1c83e6cafe09bf9e3191c(...TRUNCATED)
"fa7dba56af63aaaa806f4dcb7aafe60edad20fbf39ef739cdc1a7e27e2833ebd4a087328204c64d6b63cd287a8b5b7d80d0(...TRUNCATED)
"pypi-5947ec0452362c1d76ae85c5a09921c21658fbb7d56ee592d6d54c4ac9376acee2832360308cba1c83e6cafe09bf9e(...TRUNCATED)
pypi
3.14
cdcfafac3d961b45a86e0d793636d9d4fd1c3707ff6121e5bef6545f7727d232
"import json\nfrom alipay.aop.api.response.AlipayResponse import AlipayResponse\nfrom alipay.aop.api(...TRUNCATED)
"Kw4NCgAAAAAAAAAA3gUAAOMAAAAAAAAAAAAAAAAFAAAAAAAAAPM8AAAAgABeAFIBSQB0AF4AUgJJAUgCdAIfAF4AUgNJA0gEdAQ(...TRUNCATED)
[{"source":"import <mask_1>","bytecode":"LOAD_SMALL_INT , <mask_0> <SEP> LOAD_CONST , None <SEP> IMP(...TRUNCATED)
[{"source":"import <mask_5> <SEP> from <mask_0><mask_6> import <mask_3> <SEP> from <mask_0><mask_7> (...TRUNCATED)
"e580f4a9dc10500bdc9603e125a2a62918ac1c2c078788c3fc48f25c7857ae41faf8f9068030f21dc43fc48c3a9eda7468f(...TRUNCATED)
"ca440d716aa8670a3ce6421fe1aabc8807f50fe464591618dcaa229f1c820fe34e6218c6e70893b1c88123fa602385d973e(...TRUNCATED)
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pypi
3.15
9e41c6cf8fa5a6a5d0e2e7ce5d222ac1bb81ff970bba364647986db0d2edfc56
"import asyncio\nimport logging\nimport shutil\nfrom pathlib import Path\nfrom typing import Any\nfr(...TRUNCATED)
"Ug4NCgAAAAAAAAAAlTMAAOMAAAAAAAAAAAAAAAAEAAAAAAAAAPMMAQAAgAAAAF0AUAdIAHMAXQBQB0gEcwFdAFAHSAhzAl0AUQF(...TRUNCATED)
[{"source":"import <mask_1>","bytecode":"LOAD_SMALL_INT , <mask_0> <SEP> LOAD_COMMON_CONSTANT , None(...TRUNCATED)
[{"source":"import <mask_18> <SEP> import <mask_19> <SEP> import <mask_20> <SEP> from <mask_0><mask_(...TRUNCATED)
"402c93ea36a436ba6a9029c13009bd97d95034ab784dac46a462fa529eaab7189544c3f33a48ccecb5118782cfff95d1da8(...TRUNCATED)
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"pypi-402c93ea36a436ba6a9029c13009bd97d95034ab784dac46a462fa529eaab7189544c3f33a48ccecb5118782cfff95(...TRUNCATED)
pypi
3.6
7e52a3ec460e9b57447511f2b2ab59e1f14b2a92216b094b7844688f54e68e69
"try:\n from abc import ABC, abstractmethod\n from enum import Enum\n from typing import Ge(...TRUNCATED)
"Mw0NCgAAAAAFBgAA4wAAAAAAAAAAAAAAAA8AAABAAAAAc9gAAABVAHloZABkAWwAbQFaAW0CWgIBAGQAZAJsA20EWgQBAGQAZAN(...TRUNCATED)
[{"source":"try:","bytecode":"SETUP_ANNOTATIONS <SEP> SETUP_EXCEPT to TARGET_0 v~>"},{"source":"from(...TRUNCATED)
[{"source":"try: <SEP> from <mask_0><mask_15> import <mask_7>, <mask_8> <SEP> from <mask_0><mask_16>(...TRUNCATED)
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pypi
3.7
671d451ceb28ba0feb7954b9959301b39136a6cafff176fb16ac7e24a8c51f09
"\"\"\"pass\"\"\"\nfrom __future__ import annotations\nimport json\nimport pprint\nimport re\nfrom t(...TRUNCATED)
"Qg0NCgAAAAAAAAAALQkAAOMAAAAAAAAAAAAAAAAFAAAAQAAQAHN4AAAAZABaAGQBZAJsAW0CWgIBAGQBZANsA1oDZAFkA2wEWgR(...TRUNCATED)
[{"source":"\"\"\"<mask_0>\"\"\"","bytecode":"LOAD_CONST , '<mask_0>' <SEP> STORE_NAME , __doc__"},{(...TRUNCATED)
[{"source":"\"\"\"<mask_0>\"\"\" <SEP> from <mask_1><mask_12> import <mask_4> <SEP> import <mask_13>(...TRUNCATED)
"5bfd0ff34ce62fb242e2bcbfc0eb1bbbc3eba4de94d847df6109228565cc846a09463a274c2722c454f2ad0ff35df2357ab(...TRUNCATED)
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"pypi-5bfd0ff34ce62fb242e2bcbfc0eb1bbbc3eba4de94d847df6109228565cc846a09463a274c2722c454f2ad0ff35df2(...TRUNCATED)
pypi
3.8
f79df503ef3ad39426ef2d034d6481c004b209be5f710212e87ad70ef66d315d
"import six\nfrom huaweicloudsdkcore.utils.http_utils import sanitize_for_serialization\n\nclass Ext(...TRUNCATED)
"VQ0NCgAAAAAAAAAAtAkAAOMAAAAAAAAAAAAAAAAAAAAAAwAAAEAAAABzJgAAAGQAZAFsAFoAZABkAmwBbQJaAgEARwBkA2QEhAB(...TRUNCATED)
[{"source":"import <mask_1>","bytecode":"LOAD_CONST , <mask_0> <SEP> LOAD_CONST , None <SEP> IMPORT_(...TRUNCATED)
[{"source":"import <mask_4> <SEP> from <mask_0><mask_5> import <mask_3> <SEP> class <mask_44>:","byt(...TRUNCATED)
End of preview. Expand in Data Studio

syssec-utd/pylingual-shared-backbone-corpus-v2

Version-balanced corpus used to train the shared statement and segmentation backbones. Each row is one source file compiled for exactly one Python version, with every row the PyLingual converter produced for the statement and segmentation tasks.

  • Files: 100000 (9289674 statement rows, 1410800 segmentation rows)
  • Seed: 20261101; Python 3.15 held out: False
  • Excluded: NAS validation/test identities and every pylingual_eval_dataset v1/v2 source (exclusions sha256 79559f4d82e7b1bf5a14eb610eba87007378153bbe2f6e05743007e4abbf9f9f)
  • Built from /syssec-nas1/pyc-research/datasets with branch feat-shared-backbone-lora at commit 0b4023dc2de9a68b491ec31526fea8a6c88de04b of https://github.com/quinntyx/pylingual
Python PyPI files CSN files
3.6 9000 1000
3.7 9000 1000
3.8 9000 1000
3.9 9000 1000
3.10 9000 1000
3.11 9000 1000
3.12 9000 1000
3.13 9000 1000
3.14 9000 1000
3.15 9000 1000

manifest.json, accepted.jsonl, compiler-provenance.json and excluded-source-identities.json record the exact provenance.

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