source stringlengths 4.8k 15.8k | file_name stringlengths 9 9 | cwe listlengths 1 1 |
|---|---|---|
"""
Implementation of the SHA1 hash function and gives utilities to find hash of string or
hash of text from a file. Also contains a Test class to verify that the generated hash
matches what is returned by the hashlib library
Usage: python sha1.py --string "Hello World!!"
python sha1.py --file "hello_world.txt"... | 916728.py | [
"CWE-327: Use of a Broken or Risky Cryptographic Algorithm"
] |
import os
import gc
import time
import numpy as np
import torch
import torchvision
from PIL import Image
from einops import rearrange, repeat
from omegaconf import OmegaConf
import safetensors.torch
from ldm.models.diffusion.ddim import DDIMSampler
from ldm.util import instantiate_from_config, ismap
from modules impo... | 177699.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
# The content of this file comes from the ldm/models/autoencoder.py file of the compvis/stable-diffusion repo
# The VQModel & VQModelInterface were subsequently removed from ldm/models/autoencoder.py when we moved to the stability-ai/stablediffusion repo
# As the LDSR upscaler relies on VQModel & VQModelInterface, the ... | 932523.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
# Vendored from https://raw.githubusercontent.com/CompVis/taming-transformers/24268930bf1dce879235a7fddd0b2355b84d7ea6/taming/modules/vqvae/quantize.py,
# where the license is as follows:
#
# Copyright (c) 2020 Patrick Esser and Robin Rombach and Björn Ommer
#
# Permission is hereby granted, free of charge, to any pers... | 570756.py | [
"Unknown"
] |
#!/usr/bin/python3
import argparse
import ctypes
import functools
import shutil
import subprocess
import sys
import tempfile
import threading
import traceback
import os.path
sys.path.insert(0, os.path.dirname(os.path.dirname((os.path.abspath(__file__)))))
from youtube_dl.compat import (
compat_input,
compat_h... | 093118.py | [
"CWE-276: Incorrect Default Permissions"
] |
from __future__ import unicode_literals
import errno
import hashlib
import json
import os.path
import re
import ssl
import sys
import types
import unittest
import youtube_dl.extractor
from youtube_dl import YoutubeDL
from youtube_dl.compat import (
compat_open as open,
compat_os_name,
compat_str,
)
from y... | 717170.py | [
"CWE-95: Improper Neutralization of Directives in Dynamically Evaluated Code ('Eval Injection')"
] |
# coding: utf-8
from __future__ import unicode_literals
import json
import re
from .common import InfoExtractor
from ..utils import (
clean_html,
int_or_none,
try_get,
unified_strdate,
unified_timestamp,
)
class AmericasTestKitchenIE(InfoExtractor):
_VALID_URL = r'https?://(?:www\.)?(?:ameri... | 773378.py | [
"CWE-798: Use of Hard-coded Credentials"
] |
#!/usr/bin/env python
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless... | 627547.py | [
"CWE-676: Use of Potentially Dangerous Function"
] |
# coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 624453.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
#! /usr/bin/python3
import argparse
import logging
import os
import sys
from collections import namedtuple
import torch
from modeling_bertabs import BertAbs, build_predictor
from torch.utils.data import DataLoader, SequentialSampler
from tqdm import tqdm
from transformers import BertTokenizer
from .utils_summarizati... | 884804.py | [
"CWE-676: Use of Potentially Dangerous Function"
] |
#!/usr/bin/env python3
import os
import shutil
import sys
from pathlib import Path
from subprocess import check_call
from tempfile import TemporaryDirectory
from typing import Optional
SCRIPT_DIR = Path(__file__).parent
REPO_DIR = SCRIPT_DIR.parent.parent
def read_triton_pin(device: str = "cuda") -> str:
trito... | 879024.py | [
"CWE-78: Improper Neutralization of Special Elements used in an OS Command ('OS Command Injection')"
] |
#!/usr/bin/env python3
import os
import sys
from dataclasses import asdict, dataclass, field
from pathlib import Path
from typing import Dict, Iterable, List, Literal, Set
from typing_extensions import TypedDict # Python 3.11+
import generate_binary_build_matrix # type: ignore[import]
import jinja2
Arch = Literal... | 938702.py | [
"CWE-79: Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting')"
] |
# Helper to get the id of the currently running job in a GitHub Actions
# workflow. GitHub does not provide this information to workflow runs, so we
# need to figure it out based on what they *do* provide.
import argparse
import json
import operator
import os
import re
import sys
import time
import urllib
import urlli... | 948858.py | [
"CWE-939: Improper Authorization in Handler for Custom URL Scheme"
] |
import hashlib
import time
import urllib
import uuid
from .common import InfoExtractor
from .openload import PhantomJSwrapper
from ..utils import (
ExtractorError,
UserNotLive,
determine_ext,
int_or_none,
js_to_json,
parse_resolution,
str_or_none,
traverse_obj,
unescapeHTML,
url... | 758317.py | [
"CWE-89: Improper Neutralization of Special Elements used in an SQL Command ('SQL Injection')"
] |
import functools
import hashlib
import json
import time
import urllib.parse
from .common import InfoExtractor
from ..utils import (
ExtractorError,
OnDemandPagedList,
int_or_none,
jwt_decode_hs256,
mimetype2ext,
qualities,
traverse_obj,
try_call,
unified_timestamp,
)
class IwaraBa... | 837764.py | [
"CWE-327: Use of a Broken or Risky Cryptographic Algorithm"
] |
import hashlib
import random
from .common import InfoExtractor
from ..utils import (
clean_html,
int_or_none,
try_get,
)
class JamendoIE(InfoExtractor):
_VALID_URL = r'''(?x)
https?://
(?:
licensing\.jamendo\.com/[^/]+|
... | 530858.py | [
"CWE-327: Use of a Broken or Risky Cryptographic Algorithm"
] |
"""
Settings and configuration for Django.
Read values from the module specified by the DJANGO_SETTINGS_MODULE environment
variable, and then from django.conf.global_settings; see the global_settings.py
for a list of all possible variables.
"""
import importlib
import os
import time
import traceback
import warnings
f... | 359100.py | [
"CWE-706: Use of Incorrectly-Resolved Name or Reference"
] |
"Misc. utility functions/classes for admin documentation generator."
import re
from email.errors import HeaderParseError
from email.parser import HeaderParser
from inspect import cleandoc
from django.urls import reverse
from django.utils.regex_helper import _lazy_re_compile
from django.utils.safestring import mark_sa... | 429723.py | [
"CWE-79: Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting')"
] |
"""
This module contains the spatial lookup types, and the `get_geo_where_clause`
routine for Oracle Spatial.
Please note that WKT support is broken on the XE version, and thus
this backend will not work on such platforms. Specifically, XE lacks
support for an internal JVM, and Java libraries are required to use... | 783587.py | [
"CWE-89: Improper Neutralization of Special Elements used in an SQL Command ('SQL Injection')"
] |
# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applica... | 778047.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applica... | 036289.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
# Copyright 2018 The TensorFlow Authors All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicab... | 102308.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
from dirty_equals import IsDict, IsOneOf
from fastapi.testclient import TestClient
from docs_src.security.tutorial005 import (
app,
create_access_token,
fake_users_db,
get_password_hash,
verify_password,
)
client = TestClient(app)
def get_access_token(username="johndoe", password="secret", scope... | 545558.py | [
"CWE-798: Use of Hard-coded Credentials"
] |
"""Support for Alexa skill auth."""
import asyncio
from asyncio import timeout
from datetime import datetime, timedelta
from http import HTTPStatus
import json
import logging
from typing import Any
import aiohttp
from homeassistant.const import CONF_CLIENT_ID, CONF_CLIENT_SECRET
from homeassistant.core import HomeAs... | 695407.py | [
"CWE-532: Insertion of Sensitive Information into Log File"
] |
"""The Application Credentials integration.
This integration provides APIs for managing local OAuth credentials on behalf
of other integrations. Integrations register an authorization server, and then
the APIs are used to add one or more client credentials. Integrations may also
provide credentials from yaml for backw... | 549500.py | [
"CWE-532: Insertion of Sensitive Information into Log File"
] |
"""AWS platform for notify component."""
from __future__ import annotations
import asyncio
import base64
import json
import logging
from typing import Any
from aiobotocore.session import AioSession
from homeassistant.components.notify import (
ATTR_DATA,
ATTR_TARGET,
ATTR_TITLE,
ATTR_TITLE_DEFAULT,
... | 804802.py | [
"CWE-532: Insertion of Sensitive Information into Log File"
] |
from transformers import AutoModel, AutoTokenizer
import time
import os
import json
import threading
import importlib
from toolbox import update_ui, get_conf
from multiprocessing import Process, Pipe
load_message = "ChatGLMFT尚未加载，加载需要一段时间。注意，取决于`config.py`的配置，ChatGLMFT消耗大量的内存（CPU）或显存（GPU），也许会导致低配计算机卡死 ……"
def string... | 458056.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
# -*- coding: utf-8 -*-
# Copyright: (c) 2022, Ansible Project
# GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt)
"""Signature verification helpers."""
from __future__ import annotations
from ansible.errors import AnsibleError
from ansible.galaxy.user_agent import user_agent
f... | 539416.py | [
"Unknown"
] |
# (c) 2013, Jayson Vantuyl <jayson@aggressive.ly>
# (c) 2012-17 Ansible Project
# GNU General Public License v3.0+ (see COPYING or https://www.gnu.org/licenses/gpl-3.0.txt)
from __future__ import annotations
DOCUMENTATION = """
name: sequence
author: Jayson Vantuyl (!UNKNOWN) <jayson@aggressive.ly>
version... | 763767.py | [
"CWE-96: Improper Neutralization of Directives in Statically Saved Code ('Static Code Injection')"
] |
"""Sanity test using validate-modules."""
from __future__ import annotations
import collections
import contextlib
import json
import os
import tarfile
import typing as t
from . import (
DOCUMENTABLE_PLUGINS,
MULTI_FILE_PLUGINS,
SanitySingleVersion,
SanityMessage,
SanityFailure,
SanitySuccess,
... | 589414.py | [
"CWE-22: Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal')"
] |
import os
import subprocess
import sys
import sysconfig
import tempfile
from contextlib import nullcontext
from importlib import resources
from pathlib import Path
from shutil import copy2
__all__ = ["version", "bootstrap"]
_PIP_VERSION = "24.2"
# Directory of system wheel packages. Some Linux distribution packaging... | 886160.py | [
"Unknown"
] |
"""Pop up a reminder of how to call a function.
Call Tips are floating windows which display function, class, and method
parameter and docstring information when you type an opening parenthesis, and
which disappear when you type a closing parenthesis.
"""
import __main__
import inspect
import re
import sys
import text... | 525549.py | [
"CWE-95: Improper Neutralization of Directives in Dynamically Evaluated Code ('Eval Injection')"
] |
import os
import pathlib
import tempfile
import functools
import contextlib
import types
import importlib
import inspect
import warnings
import itertools
from typing import Union, Optional, cast
from .abc import ResourceReader, Traversable
Package = Union[types.ModuleType, str]
Anchor = Package
def package_to_ancho... | 348050.py | [
"CWE-706: Use of Incorrectly-Resolved Name or Reference"
] |
"""
Title: Multi-GPU distributed training with PyTorch
Author: [fchollet](https://twitter.com/fchollet)
Date created: 2023/06/29
Last modified: 2023/06/29
Description: Guide to multi-GPU training for Keras models with PyTorch.
Accelerator: GPU
"""
"""
## Introduction
There are generally two ways to distribute computa... | 422890.py | [
"CWE-676: Use of Potentially Dangerous Function"
] |
"""IMDB sentiment classification dataset."""
import json
import numpy as np
from keras.src.api_export import keras_export
from keras.src.utils.file_utils import get_file
from keras.src.utils.python_utils import remove_long_seq
@keras_export("keras.datasets.imdb.load_data")
def load_data(
path="imdb.npz",
n... | 001029.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
"""Reuters topic classification dataset."""
import json
import numpy as np
from keras.src.api_export import keras_export
from keras.src.utils.file_utils import get_file
from keras.src.utils.python_utils import remove_long_seq
@keras_export("keras.datasets.reuters.load_data")
def load_data(
path="reuters.npz",
... | 780018.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
from __future__ import annotations
import os
from xml.etree import ElementTree as ET
import numpy as np
import svgelements as se
import io
from manimlib.constants import RIGHT
from manimlib.logger import log
from manimlib.mobject.geometry import Circle
from manimlib.mobject.geometry import Line
from manimlib.mobject... | 703706.py | [
"CWE-611: Improper Restriction of XML External Entity Reference"
] |
"""
===============================
Wikipedia principal eigenvector
===============================
A classical way to assert the relative importance of vertices in a
graph is to compute the principal eigenvector of the adjacency matrix
so as to assign to each vertex the values of the components of the first
eigenvect... | 502316.py | [
"CWE-939: Improper Authorization in Handler for Custom URL Scheme"
] |
# Authors: The scikit-learn developers
# SPDX-License-Identifier: BSD-3-Clause
import importlib
import inspect
import os
import warnings
from inspect import signature
from pkgutil import walk_packages
import numpy as np
import pytest
import sklearn
from sklearn.datasets import make_classification
# make it possible... | 352492.py | [
"CWE-706: Use of Incorrectly-Resolved Name or Reference"
] |
"""Module for initialization hooks https://docs.localstack.cloud/references/init-hooks/"""
import dataclasses
import logging
import os.path
import subprocess
import time
from enum import Enum
from functools import cached_property
from typing import Dict, List, Optional
from plux import Plugin, PluginManager
from loc... | 974666.py | [
"CWE-95: Improper Neutralization of Directives in Dynamically Evaluated Code ('Eval Injection')"
] |
import glob
import logging
import os
import re
import shutil
import textwrap
import threading
from typing import List
import semver
from localstack import config
from localstack.constants import (
ELASTICSEARCH_DEFAULT_VERSION,
ELASTICSEARCH_DELETE_MODULES,
ELASTICSEARCH_PLUGIN_LIST,
OPENSEARCH_DEFAUL... | 215937.py | [
"CWE-798: Use of Hard-coded Credentials"
] |
import io
import tarfile
import zipfile
from subprocess import Popen
from typing import IO, Optional
try:
from typing import Literal
except ImportError:
from typing_extensions import Literal
import glob
import logging
import os
import re
import tempfile
import time
from typing import Union
from localstack.co... | 124108.py | [
"CWE-22: Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal')"
] |
"""Scrapy Shell
See documentation in docs/topics/shell.rst
"""
from __future__ import annotations
import os
import signal
from typing import Any, Callable, Dict, Optional, Tuple, Union
from itemadapter import is_item
from twisted.internet import defer, threads
from twisted.python import threadable
from w3lib.url i... | 671115.py | [
"CWE-95: Improper Neutralization of Directives in Dynamically Evaluated Code ('Eval Injection')"
] |
"""
Scheduler queues
"""
from __future__ import annotations
import marshal
import pickle # nosec
from pathlib import Path
from typing import TYPE_CHECKING, Any, Callable, Optional, Type, Union
from queuelib import queue
from scrapy.utils.request import request_from_dict
if TYPE_CHECKING:
from os import PathLi... | 452701.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
"""
This module provides some useful functions for working with
scrapy.http.Request objects
"""
from __future__ import annotations
import hashlib
import json
import warnings
from typing import (
TYPE_CHECKING,
Any,
Dict,
Iterable,
List,
Optional,
Protocol,
Tuple,
Type,
Union,
)... | 109129.py | [
"CWE-327: Use of a Broken or Risky Cryptographic Algorithm"
] |
from encoder.params_data import *
from encoder.model import SpeakerEncoder
from encoder.audio import preprocess_wav # We want to expose this function from here
from matplotlib import cm
from encoder import audio
from pathlib import Path
import numpy as np
import torch
_model = None # type: SpeakerEncoder
_device = N... | 770044.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
from datetime import datetime
from functools import partial
from pathlib import Path
import torch
import torch.nn.functional as F
from torch import optim
from torch.utils.data import DataLoader
from synthesizer import audio
from synthesizer.models.tacotron import Tacotron
from synthesizer.synthesizer_dataset import S... | 508391.py | [
"CWE-676: Use of Potentially Dangerous Function"
] |
"""
Main entry point for the benchmarking tool.
This module provides a command-line interface for running benchmarks using Typer.
It allows users to specify the path to an agent, the benchmark(s) to run, and other
options such as verbosity.
Functions
---------
get_agent : function
Dynamically imports and returns ... | 641969.py | [
"CWE-706: Use of Incorrectly-Resolved Name or Reference"
] |
# This is a websocket interpreter, TTS and STT disabled.
# It makes a websocket on a port that sends/receives LMC messages in *streaming* format.
### You MUST send a start and end flag with each message! For example: ###
"""
{"role": "user", "type": "message", "start": True})
{"role": "user", "type": "message", "cont... | 262477.py | [
"CWE-942: Permissive Cross-domain Policy with Untrusted Domains"
] |
#!/usr/bin python3
""" Handles command line calls to git """
import logging
import os
import sys
from subprocess import PIPE, Popen
logger = logging.getLogger(__name__)
class Git():
""" Handles calls to github """
def __init__(self) -> None:
logger.debug("Initializing: %s", self.__class__.__name__)
... | 513433.py | [
"CWE-78: Improper Neutralization of Special Elements used in an OS Command ('OS Command Injection')"
] |
#!/usr/bin/env python3
""" Plugin loader for Faceswap extract, training and convert tasks """
from __future__ import annotations
import logging
import os
import typing as T
from importlib import import_module
if T.TYPE_CHECKING:
from collections.abc import Callable
from plugins.extract.detect._base import Det... | 335203.py | [
"CWE-706: Use of Incorrectly-Resolved Name or Reference"
] |
"""
Contains some simple tests.
The purpose of this tests is to detect crashes and hangs
but NOT to guarantee the corectness of the operations.
For this we want another set of testcases using pytest.
Due to my lazy coding, DON'T USE PATHES WITH BLANKS !
"""
import sys
from subprocess import check_call, CalledProcessE... | 006394.py | [
"CWE-939: Improper Authorization in Handler for Custom URL Scheme"
] |
#!/usr/bin/env python
#__all__ = ['pptv_download', 'pptv_download_by_id']
from ..common import *
from ..extractor import VideoExtractor
import re
import time
import urllib
import random
import binascii
from xml.dom.minidom import parseString
def lshift(a, b):
return (a << b) & 0xffffffff
def rshift(a, b):
... | 454489.py | [
"CWE-939: Improper Authorization in Handler for Custom URL Scheme"
] |
import json
import shutil
import traceback
from pathlib import Path
import numpy as np
from core import pathex
from core.cv2ex import *
from core.interact import interact as io
from core.leras import nn
from DFLIMG import *
from facelib import XSegNet, LandmarksProcessor, FaceType
import pickle
def apply_xseg(input_... | 494107.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/5/11 17:46
@Author : alexanderwu
@File : run_code.py
@Modified By: mashenquan, 2023/11/27.
1. Mark the location of Console logs in the PROMPT_TEMPLATE with markdown code-block formatting to enhance
the understanding for the LL... | 173324.py | [
"CWE-95: Improper Neutralization of Directives in Dynamically Evaluated Code ('Eval Injection')"
] |
# -*- coding: utf-8 -*-
# @Date : 12/23/2023 4:51 PM
# @Author : stellahong (stellahong@fuzhi.ai)
# @Desc :
from __future__ import annotations
import asyncio
from typing import Any, List, Optional
from pydantic import BaseModel, ConfigDict, Field
from metagpt.llm import LLM
from metagpt.logs import logger
fro... | 387722.py | [
"CWE-95: Improper Neutralization of Directives in Dynamically Evaluated Code ('Eval Injection')"
] |
#!/usr/bin/env python
# -*- coding: utf-8 -*-
"""
@Time : 2023/4/29 16:19
@Author : alexanderwu
@File : test_common.py
@Modified by: mashenquan, 2023/11/21. Add unit tests.
"""
import importlib
import os
import platform
import uuid
from pathlib import Path
from typing import Any, Set
import pytest
from pydantic... | 082256.py | [
"CWE-706: Use of Incorrectly-Resolved Name or Reference"
] |
from __future__ import annotations
import importlib
import sys
from typing import (
TYPE_CHECKING,
Literal,
overload,
)
import warnings
from pandas.util._exceptions import find_stack_level
from pandas.util.version import Version
if TYPE_CHECKING:
import types
# Update install.rst, actions-310-minim... | 946124.py | [
"CWE-706: Use of Incorrectly-Resolved Name or Reference"
] |
import numpy as np
import pytest
import pandas as pd
from pandas import (
Index,
MultiIndex,
)
def test_repr_with_unicode_data():
with pd.option_context("display.encoding", "UTF-8"):
d = {"a": ["\u05d0", 2, 3], "b": [4, 5, 6], "c": [7, 8, 9]}
index = pd.DataFrame(d).set_index(["a", "b"]).... | 222094.py | [
"CWE-95: Improper Neutralization of Directives in Dynamically Evaluated Code ('Eval Injection')"
] |
"""
self-contained to write legacy storage pickle files
To use this script. Create an environment where you want
generate pickles, say its for 0.20.3, with your pandas clone
in ~/pandas
. activate pandas_0.20.3
cd ~/pandas/pandas
$ python -m tests.io.generate_legacy_storage_files \
tests/io/data/legacy_pickle/0.... | 426331.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
# Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 938513.py | [
"CWE-95: Improper Neutralization of Directives in Dynamically Evaluated Code ('Eval Injection')"
] |
# copyright (c) 2024 PaddlePaddle Authors. All Rights Reserve.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applica... | 116843.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
import torch
import ldm_patched.modules.clip_vision
import safetensors.torch as sf
import ldm_patched.modules.model_management as model_management
import ldm_patched.ldm.modules.attention as attention
from extras.resampler import Resampler
from ldm_patched.modules.model_patcher import ModelPatcher
from modules.core im... | 791267.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
import torch
from ldm_patched.ldm.modules.diffusionmodules.util import make_beta_schedule
import math
import numpy as np
class EPS:
def calculate_input(self, sigma, noise):
sigma = sigma.view(sigma.shape[:1] + (1,) * (noise.ndim - 1))
return noise / (sigma ** 2 + self.sigma_data ** 2) ** 0.5
d... | 032394.py | [
"Unknown"
] |
import os
import einops
import torch
import numpy as np
import ldm_patched.modules.model_management
import ldm_patched.modules.model_detection
import ldm_patched.modules.model_patcher
import ldm_patched.modules.utils
import ldm_patched.modules.controlnet
import modules.sample_hijack
import ldm_patched.modules.samplers... | 192634.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
import time
from abc import abstractmethod
from typing import List, Tuple
import torch
from huggingface_hub import hf_hub_download
from PIL import Image
from transformers import CLIPImageProcessor, CLIPVisionModel
from extensions.multimodal.abstract_pipeline import AbstractMultimodalPipeline
from modules import share... | 490297.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
import asyncio
import json
import logging
import os
import traceback
from collections import deque
from threading import Thread
import speech_recognition as sr
import uvicorn
from fastapi import Depends, FastAPI, Header, HTTPException
from fastapi.middleware.cors import CORSMiddleware
from fastapi.requests import Requ... | 204197.py | [
"CWE-942: Permissive Cross-domain Policy with Untrusted Domains"
] |
import importlib
import traceback
from functools import partial
from inspect import signature
import gradio as gr
import extensions
import modules.shared as shared
from modules.logging_colors import logger
state = {}
available_extensions = []
setup_called = set()
def apply_settings(extension, name):
if not has... | 813380.py | [
"CWE-706: Use of Incorrectly-Resolved Name or Reference"
] |
import argparse
import os
from threading import Lock
from typing import Generator, List, Optional
import torch
import uvicorn
from coati.models import generate_streaming
from coati.quant import llama_load_quant, low_resource_init
from fastapi import FastAPI, Request
from fastapi.middleware.cors import CORSMiddleware
f... | 041528.py | [
"CWE-942: Permissive Cross-domain Policy with Untrusted Domains"
] |
"""
API and LLM warpper class for running LLMs locally
Usage:
import os
model_path = os.environ.get("ZH_MODEL_PATH")
model_name = "chatglm2"
colossal_api = ColossalAPI(model_name, model_path)
llm = ColossalLLM(n=1, api=colossal_api)
TEST_PROMPT_CHATGLM="续写文章：惊蛰一过，春寒加剧。先是料料峭峭，继而雨季开始，"
logger.info(llm(TEST_PROMPT_CHATG... | 693973.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
import linecache
import os
import sys
import traceback
import warnings
from pathlib import Path
from typing import Any, Dict, Optional, Union
import torch
import torch.fx
import torch.nn as nn
from torch.fx.graph import PythonCode
try:
from torch.fx.graph import _PyTreeCodeGen
SUPPORT_PT_CODEGEN = True
excep... | 514256.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
from __future__ import annotations
import logging
from collections.abc import Iterable
from typing import NotRequired, TypedDict
from django.db.models.query import QuerySet
from django.http import Http404, HttpResponse, StreamingHttpResponse
from rest_framework.request import Request
from rest_framework.response impo... | 610060.py | [
"CWE-79: Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting')"
] |
from __future__ import annotations
from collections import defaultdict
from collections.abc import Sequence
from datetime import timedelta
from email.headerregistry import Address
from functools import reduce
from typing import Any
from django.db.models import Q
from django.utils import timezone
from rest_framework i... | 239585.py | [
"CWE-89: Improper Neutralization of Special Elements used in an SQL Command ('SQL Injection')"
] |
from typing import Any
from django.db.models import Q
from drf_spectacular.utils import extend_schema
from rest_framework.exceptions import ParseError
from rest_framework.request import Request
from rest_framework.response import Response
from sentry.api.api_publish_status import ApiPublishStatus
from sentry.api.base... | 557095.py | [
"CWE-89: Improper Neutralization of Special Elements used in an SQL Command ('SQL Injection')"
] |
import torch
import pytorch_lightning as pl
import torch.nn.functional as F
from contextlib import contextmanager
from ldm.modules.diffusionmodules.model import Encoder, Decoder
from ldm.modules.distributions.distributions import DiagonalGaussianDistribution
from ldm.util import instantiate_from_config
from ldm.modul... | 299989.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
"""make variations of input image"""
import argparse, os
import PIL
import torch
import numpy as np
from omegaconf import OmegaConf
from PIL import Image
from tqdm import tqdm, trange
from itertools import islice
from einops import rearrange, repeat
from torchvision.utils import make_grid
from torch import autocast
fr... | 916680.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
#!/usr/bin/env python
# vim: set encoding=utf-8
# pylint: disable=wrong-import-position,wrong-import-order
"""
Main server program.
Configuration parameters:
path.internal.malformed
path.internal.static
path.internal.templates
path.log.main
path.log.queries
"""
from __future__ import print_funct... | 919804.py | [
"CWE-601: URL Redirection to Untrusted Site ('Open Redirect')"
] |
# -*- coding: utf-8 -*-
# Part of Odoo. See LICENSE file for full copyright and licensing details.
import contextlib
import requests
from lxml import etree
from hashlib import md5
from urllib import parse
from odoo import api, fields, models
from odoo.addons.account_peppol.tools.demo_utils import handle_demo
from odo... | 765068.py | [
"CWE-319: Cleartext Transmission of Sensitive Information"
] |
# -*- coding: utf-8 -*-
# Part of Odoo. See LICENSE file for full copyright and licensing details.
import logging
import werkzeug
from werkzeug.urls import url_encode
from odoo import http, tools, _
from odoo.addons.auth_signup.models.res_users import SignupError
from odoo.addons.web.controllers.home import ensure_db,... | 511699.py | [
"CWE-532: Insertion of Sensitive Information into Log File"
] |
# -*- coding: utf-8 -*-
import contextlib
import datetime
import json
import logging
import math
import os
import random
import selectors
import threading
import time
from psycopg2 import InterfaceError, sql
import odoo
from odoo import api, fields, models
from odoo.service.server import CommonServer
from odoo.tools.m... | 969579.py | [
"CWE-89: Improper Neutralization of Special Elements used in an SQL Command ('SQL Injection')"
] |
import codecs
import io
import json
import re
from pathlib import Path
import aiohttp
import PyPDF2
import yaml
from bs4 import BeautifulSoup
from fastapi import FastAPI, Query, Request, Response
from fastapi.middleware.cors import CORSMiddleware
from fastapi.openapi.utils import get_openapi
from fastapi.responses imp... | 287641.py | [
"CWE-942: Permissive Cross-domain Policy with Untrusted Domains"
] |
"""
Basic FastAPI server to serve models using HuggingFace Transformers library.
This is an alternative to running the HuggingFace `text-generation-inference` (tgi) server.
"""
import sys
import threading
from queue import Queue
import fastapi
import hf_stopping
import hf_streamer
import interface
import torch
import... | 672233.py | [
"CWE-942: Permissive Cross-domain Policy with Untrusted Domains"
] |
from argparse import Namespace
import pytest
import torch
from model_training.custom_datasets import get_one_dataset
from model_training.custom_datasets.formatting import (
QA_SPECIAL_TOKENS,
DatasetEntryRm,
Role,
Utterance,
create_dataset_entry_qa,
)
from model_training.custom_datasets.ranking_col... | 230568.py | [
"CWE-676: Use of Potentially Dangerous Function"
] |
import dataclasses
import gc
import glob
import os
from accelerate import init_empty_weights
from accelerate.utils import set_module_tensor_to_device
from huggingface_hub import snapshot_download
import torch
from torch import Tensor
from torch.nn import functional as F
import torch.nn as nn
from tqdm import tqdm
from... | 914791.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
#
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not... | 023226.py | [
"CWE-706: Use of Incorrectly-Resolved Name or Reference"
] |
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not u... | 218664.py | [
"CWE-79: Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting')"
] |
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not u... | 409624.py | [
"CWE-489: Active Debug Code"
] |
# Copyright (c) SenseTime Research. All rights reserved.
import os
import argparse
import numpy as np
import torch
from torch.utils.data import DataLoader
from torchvision.transforms import transforms
from utils.ImagesDataset import ImagesDataset
import cv2
import time
import copy
import imutils
# for openpose bod... | 192152.py | [
"CWE-676: Use of Potentially Dangerous Function"
] |
# Copyright (c) SenseTime Research. All rights reserved.
from legacy import save_obj, load_pkl
import torch
from torch.nn import functional as F
import pandas as pd
from .edit_config import attr_dict
import os
def conv_warper(layer, input, style, noise):
# the conv should change
conv = layer.conv
batch, i... | 263731.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
from enum import Enum
import math
import numpy as np
import torch
from torch import nn
from torch.nn import Conv2d, BatchNorm2d, PReLU, Sequential, Module
from pti.pti_models.e4e.encoders.helpers import get_blocks, bottleneck_IR, bottleneck_IR_SE, _upsample_add
from pti.pti_models.e4e.stylegan2.model import EqualLinea... | 076051.py | [
"Unknown"
] |
import json
import random
import subprocess
import threading
import time
from typing import NamedTuple
import libtmux
class InstructionSpec(NamedTuple):
instruction: str
time_from: float
time_to: float
class CliDirector:
def __init__(self):
self.record_start = None
self.pause_betwee... | 245327.py | [
"CWE-78: Improper Neutralization of Special Elements used in an OS Command ('OS Command Injection')"
] |
"""
This module manages and invokes typed commands.
"""
import functools
import inspect
import logging
import sys
import textwrap
import types
from collections.abc import Callable
from collections.abc import Iterable
from collections.abc import Sequence
from typing import Any
from typing import NamedTuple
import pypa... | 527709.py | [
"CWE-95: Improper Neutralization of Directives in Dynamically Evaluated Code ('Eval Injection')"
] |
#!/usr/bin/env -S python3 -u
import datetime
import http.client
import json
import os
import re
import subprocess
import sys
import time
from pathlib import Path
# Security: No third-party dependencies here!
root = Path(__file__).absolute().parent.parent
def get(url: str) -> http.client.HTTPResponse:
assert url... | 933962.py | [
"CWE-295: Improper Certificate Validation"
] |
import cv2
import math
import numpy as np
import os.path as osp
import torch
import torch.utils.data as data
from basicsr.data import degradations as degradations
from basicsr.data.data_util import paths_from_folder
from basicsr.data.transforms import augment
from basicsr.utils import FileClient, get_root_logger, imfro... | 870482.py | [
"CWE-502: Deserialization of Untrusted Data"
] |
import importlib
import inspect
import re
from typing import Any, Callable, Type, Union, get_type_hints
from pydantic import BaseModel, parse_raw_as
from pydantic.tools import parse_obj_as
def name_to_title(name: str) -> str:
"""Converts a camelCase or snake_case name to title case."""
# If camelCase -> conv... | 365412.py | [
"CWE-706: Use of Incorrectly-Resolved Name or Reference"
] |
import torch
import torch.nn as nn
import torch.nn.functional as F
import numpy as np
from .utils.mol_attention import MOLAttention
from .utils.basic_layers import Linear
from .utils.vc_utils import get_mask_from_lengths
class DecoderPrenet(nn.Module):
def __init__(self, in_dim, sizes):
super().__init__()... | 476533.py | [
"Unknown"
] |
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
# Copyright 2019 Shigeki Karita
# Apache 2.0 (http://www.apache.org/licenses/LICENSE-2.0)
"""Multi-Head Attention layer definition."""
import math
import numpy
import torch
from torch import nn
class MultiHeadedAttention(nn.Module):
"""Multi-Head Attention laye... | 434281.py | [
"Unknown"
] |
import importlib
import logging
import types
from dataclasses import dataclass, field
from heapq import heappop, heappush
from typing import Type, TypeAlias
from quivr_core.files.file import FileExtension
from .processor_base import ProcessorBase
logger = logging.getLogger("quivr_core")
_LOWEST_PRIORITY = 100
_reg... | 554536.py | [
"CWE-706: Use of Incorrectly-Resolved Name or Reference"
] |
import json
import os
import re
import string
from collections import Counter
from shutil import rmtree
from typing import Any, Dict, List, Optional, Tuple
import requests
import tqdm
from llama_index.core.base.base_query_engine import BaseQueryEngine
from llama_index.core.base.base_retriever import BaseRetriever
from... | 930264.py | [
"CWE-319: Cleartext Transmission of Sensitive Information"
] |
"""SQL wrapper around SQLDatabase in langchain."""
from typing import Any, Dict, Iterable, List, Optional, Tuple
from sqlalchemy import MetaData, create_engine, insert, inspect, text
from sqlalchemy.engine import Engine
from sqlalchemy.exc import OperationalError, ProgrammingError
class SQLDatabase:
"""SQL Datab... | 885715.py | [
"CWE-89: Improper Neutralization of Special Elements used in an SQL Command ('SQL Injection')"
] |
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