inputs stringlengths 312 52k | targets stringlengths 1 3.1k ⌀ | block_type stringclasses 11
values | scenario stringclasses 7
values |
|---|---|---|---|
<filename>searcharray/searcharray/postings.py<fim_prefix>"""Tokenized, searchable text as a pandas dtype."""
import pandas as pd
import numbers
from pandas.api.extensions import ExtensionDtype, ExtensionArray, register_extension_dtype
from pandas.api.types import is_list_like
from pandas.api.extensions import take
impo... | = mask | STATEMENT | complete_current_header_inner_block_completion |
<filename>searcharray/searcharray/solr.py<fim_prefix>"""Utility functions for Solr users of searcharray."""
import re
import pandas as pd
import numpy as np
from typing import List, Optional, Dict, Tuple
from searcharray.postings import SearchArray
from searcharray.similarity import Similarity, default_bm25
def parse... | = | STATEMENT | complete_current_header_inner_block_completion |
<filename>searcharray/searcharray/utils/roaringish.py<fim_prefix>"""Roaring-ish bit array for storing sorted integers in numpy array.
See - https://softwaredoug.com/blog/2024/01/21/search-array-phrase-algorithm
"""
import numpy as np
import sortednp as snp
import logging
import numbers
from typing import Optional, Tup... | rhs_idx) = snp.intersect(lhs | STATEMENT | complete_current_header_inner_block_completion |
<filename>searcharray/searcharray/utils/roaringish.py<fim_prefix>"""Roaring-ish bit array for storing sorted integers in numpy array.
See - https://softwaredoug.com/blog/2024/01/21/search-array-phrase-algorithm
"""
import numpy as np
import sortednp as snp
import logging
import numbers
from typing import Optional, Tup... | = (encoded & | STATEMENT | complete_current_header_inner_block_completion |
<filename>searcharray/searcharray/phrase/middle_out.py<fim_prefix>"""Encode positions in bits along with some neighboring information for wrapping.
See this notebook for motivation:
https://colab.research.google.com/drive/10tIEkdlCE_1J_CcgEcV0jkLfBc-0H4am?authuser=1#scrollTo=XWzy-n9dF3PG
"""
import numpy as np
impor... | [np.array([], | STATEMENT | complete_current_header_inner_block_completion |
<filename>searcharray/searcharray/solr.py<fim_prefix>"""Utility functions for Solr users of searcharray."""
import re
import pandas as pd
import numpy as np
from typing import List, Optional, Dict, Tuple
from searcharray.postings import SearchArray
from searcharray.similarity import Similarity, default_bm25
def parse... | boost in | FOR | complete_current_header_inner_block_completion |
<filename>searcharray/searcharray/solr.py<fim_prefix>"""Utility functions for Solr users of searcharray."""
import re
import pandas as pd
import numpy as np
from typing import List, Optional, Dict, Tuple
from searcharray.postings import SearchArray
from searcharray.similarity import Similarity, default_bm25
def parse... | field | FOR | complete_current_header_inner_block_completion |
<filename>searcharray/searcharray/solr.py<fim_prefix>"""Utility functions for Solr users of searcharray."""
import re
import pandas as pd
import numpy as np
from typing import List, Optional, Dict, Tuple
from searcharray.postings import SearchArray
from searcharray.similarity import Similarity, default_bm25
def parse... | in | FOR | complete_current_header_inner_block_completion |
<filename>searcharray/searcharray/solr.py<fim_prefix>"""Utility functions for Solr users of searcharray."""
import re
import pandas as pd
import numpy as np
from typing import List, Optional, Dict, Tuple
from searcharray.postings import SearchArray
from searcharray.similarity import Similarity, default_bm25
def parse... | in | FOR | complete_current_header_inner_block_completion |
<filename>searcharray/searcharray/solr.py<fim_prefix>"""Utility functions for Solr users of searcharray."""
import re
import pandas as pd
import numpy as np
from typing import List, Optional, Dict, Tuple
from searcharray.postings import SearchArray
from searcharray.similarity import Similarity, default_bm25
def parse... | s in | FOR | complete_current_header_inner_block_completion |
<filename>searcharray/searcharray/solr.py<fim_prefix>"""Utility functions for Solr users of searcharray."""
import re
import pandas as pd
import numpy as np
from typing import List, Optional, Dict, Tuple
from searcharray.postings import SearchArray
from searcharray.similarity import Similarity, default_bm25
def parse... | in | FOR | complete_current_header_inner_block_completion |
<filename>searcharray/searcharray/utils/roaringish.py<fim_prefix>"""Roaring-ish bit array for storing sorted integers in numpy array.
See - https://softwaredoug.com/blog/2024/01/21/search-array-phrase-algorithm
"""
import numpy as np
import sortednp as snp
import logging
import numbers
from typing import Optional, Tup... | bit in | FOR | complete_current_header_inner_block_completion |
<filename>searcharray/searcharray/postings.py<fim_prefix>"""Tokenized, searchable text as a pandas dtype."""
import pandas as pd
import numbers
from pandas.api.extensions import ExtensionDtype, ExtensionArray, register_extension_dtype
from pandas.api.types import is_list_like
from pandas.api.extensions import take
impo... | in | FOR | complete_current_header_inner_block_completion |
<filename>searcharray/searcharray/phrase/middle_out.py<fim_prefix>"""Encode positions in bits along with some neighboring information for wrapping.
See this notebook for motivation:
https://colab.research.google.com/drive/10tIEkdlCE_1J_CcgEcV0jkLfBc-0H4am?authuser=1#scrollTo=XWzy-n9dF3PG
"""
import numpy as np
impor... | in | FOR | complete_current_header_inner_block_completion |
<filename>searcharray/searcharray/solr.py<fim_prefix>"""Utility functions for Solr users of searcharray."""
import re
import pandas as pd
import numpy as np
from typing import List, Optional, Dict, Tuple
from searcharray.postings import SearchArray
from searcharray.similarity import Similarity, default_bm25
def parse... | in | FOR | complete_current_header_inner_block_completion |
<filename>searcharray/searcharray/solr.py<fim_prefix>"""Utility functions for Solr users of searcharray."""
import re
import pandas as pd
import numpy as np
from typing import List, Optional, Dict, Tuple
from searcharray.postings import SearchArray
from searcharray.similarity import Similarity, default_bm25
def parse... | checked_parse_int(value, | METHOD | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | base | BLOCK_COMMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | self._is_subclass_of_generic(target_type, | IF | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | hasattr(target_type, | IF | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | not isinstance(value, | IF | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | self._is_subclass_of_generic(target_type, | IF | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/trackers/abc_buffered_logger.py<fim_prefix>import json
from abc import abstractmethod
from typing import Dict, Any, Literal
from tanuki.bloom_filter import BloomFilter
from tanuki.constants import EXPECTED_ITEMS, FALSE_POSITIVE_RATE, ALIGN_FILE_EXTENSION, \
POSITIVE_FILE_EXTENSION, N... | not in | IF | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/language_models/language_model_manager.py<fim_prefix>import json
from typing import Any, Dict
from tanuki.function_modeler import FunctionModeler
from tanuki.language_models.llm_api_abc import LLM_API
from tanuki.models.function_description import FunctionDescription
from tanuki.models.f... | func_hash | IF | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | self.is_base_type(target_type) or target_type is | IF | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | origin | IF | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | == | IF | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | origin | IF | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/persistence/filter/filesystem_bloom.py<fim_prefix>import os
from bitarray._bitarray import bitarray
from tanuki.persistence.filter.bloom_interface import IBloomFilterPersistence
class BloomFilterFileSystemDriver(IBloomFilterPersistence):
"""
This is a Filesystem implementation... | os.path.join(self.log_directory, | STATEMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | = | STATEMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/function_modeler.py<fim_prefix>import ast
import datetime
import io
import json
from typing import List, Tuple, Dict, Union
import logging
from tanuki.constants import EXAMPLE_ELEMENT_LIMIT, PATCHES, SYMBOLIC_ALIGNMENTS, POSITIVE_EMBEDDABLE_ALIGNMENTS, \
NEGATIVE_EMBEDDABLE_ALIGNMEN... | = | STATEMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/trackers/abc_buffered_logger.py<fim_prefix>import json
from abc import abstractmethod
from typing import Dict, Any, Literal
from tanuki.bloom_filter import BloomFilter
from tanuki.constants import EXPECTED_ITEMS, FALSE_POSITIVE_RATE, ALIGN_FILE_EXTENSION, \
POSITIVE_FILE_EXTENSION, N... | = | STATEMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | = | STATEMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | get_args(target_type)[0] if | STATEMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | item_types else | STATEMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/trackers/filesystem_buffered_logger.py<fim_prefix>import os
from enum import Enum
from typing import Literal, Union, Optional, Dict
from appdirs import user_data_dir
from tanuki.constants import *
from tanuki.persistence.filter.bloom_interface import IBloomFilterPersistence
from tanuki.... | the | LINE_COMMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | try to instantiate | LINE_COMMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/trackers/abc_buffered_logger.py<fim_prefix>import json
from abc import abstractmethod
from typing import Dict, Any, Literal
from tanuki.bloom_filter import BloomFilter
from tanuki.constants import EXPECTED_ITEMS, FALSE_POSITIVE_RATE, ALIGN_FILE_EXTENSION, \
POSITIVE_FILE_EXTENSION, N... | remove teacher_models from | LINE_COMMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/language_models/language_model_manager.py<fim_prefix>import json
from typing import Any, Dict
from tanuki.function_modeler import FunctionModeler
from tanuki.language_models.llm_api_abc import LLM_API
from tanuki.models.function_description import FunctionDescription
from tanuki.models.f... | the | LINE_COMMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/language_models/language_model_manager.py<fim_prefix>import json
from typing import Any, Dict
from tanuki.function_modeler import FunctionModeler
from tanuki.language_models.llm_api_abc import LLM_API
from tanuki.models.function_description import FunctionDescription
from tanuki.models.f... | examples in | LINE_COMMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | type is a built-in, attempt to instantiate and | LINE_COMMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | pydantic | LINE_COMMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | of the above, return the | LINE_COMMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | are | LINE_COMMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/trackers/filesystem_buffered_logger.py<fim_prefix>import os
from enum import Enum
from typing import Literal, Union, Optional, Dict
from appdirs import user_data_dir
from tanuki.constants import *
from tanuki.persistence.filter.bloom_interface import IBloomFilterPersistence
from tanuki.... | installed as a | LINE_COMMENT | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | (ValueError, | CATCH | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | Exception | CATCH | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | (ValueError, | CATCH | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | AttributeError | CATCH | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/language_models/openai_api.py<fim_prefix>from typing import List
import logging
import time
# import abstract base class
from openai import OpenAI
from openai.types import CreateEmbeddingResponse
from openai.types.fine_tuning import FineTuningJob
from tanuki.language_models.llm_finetune... | Exception as | CATCH | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | arg in | FOR | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/bloom_filter.py<fim_prefix>import hashlib
import logging
import math
import numpy as np
from bitarray import bitarray
from tanuki.persistence.filter.bloom_interface import IBloomFilterPersistence
class BloomFilter:
def __init__(self,
persistence: IBloomFilterPers... | seed in | FOR | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | item in | FOR | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | i, item | FOR | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | item | FOR | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/validator.py<fim_prefix>import abc
from collections import defaultdict
import collections
import typing
from collections import deque
import dataclasses
import inspect
import json
from dataclasses import is_dataclass
from typing import get_origin, get_args, Any, Mapping, MutableMapping, O... | in | FOR | complete_current_header_inner_block_completion |
<filename>tanuki_py/src/tanuki/language_models/openai_api.py<fim_prefix>from typing import List
import logging
import time
# import abstract base class
from openai import OpenAI
from openai.types import CreateEmbeddingResponse
from openai.types.fine_tuning import FineTuningJob
from tanuki.language_models.llm_finetune... | counter <= | WHILE | complete_current_header_inner_block_completion |
<filename>UHGEval/uhgeval/dataset/truthfulqa.py<fim_prefix># @Author : YeZhaohui Wang
# @Email : wyzh0912@126.com
import csv
import json
import os
import random
from uhgeval.dataset.base import BaseDataset
class TruthfunQAGeneration(BaseDataset):
def __init__(self, path: str, shuffle: bool = False, seed: int =... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UHGEval/uhgeval/metric/common.py<fim_prefix># @Author : Shichao Song
# @Email : song.shichao@outlook.com
from typing import Callable
import evaluate
import jieba
from loguru import logger
from text2vec import Similarity
def catch_all_exceptions(func):
def wrapper(*args, **kwargs):
try:
... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UHGEval/uhgeval/metric/common.py<fim_prefix># @Author : Shichao Song
# @Email : song.shichao@outlook.com
from typing import Callable
import evaluate
import jieba
from loguru import logger
from text2vec import Similarity
def catch_all_exceptions(func):
def wrapper(*args, **kwargs):
try:
... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UHGEval/uhgeval/metric/common.py<fim_prefix># @Author : Shichao Song
# @Email : song.shichao@outlook.com
from typing import Callable
import evaluate
import jieba
from loguru import logger
from text2vec import Similarity
def catch_all_exceptions(func):
def wrapper(*args, **kwargs):
try:
... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UHGEval/uhgeval/metric/common.py<fim_prefix># @Author : Shichao Song
# @Email : song.shichao@outlook.com
from typing import Callable
import evaluate
import jieba
from loguru import logger
from text2vec import Similarity
def catch_all_exceptions(func):
def wrapper(*args, **kwargs):
try:
... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UHGEval/uhgeval/metric/common.py<fim_prefix># @Author : Shichao Song
# @Email : song.shichao@outlook.com
from typing import Callable
import evaluate
import jieba
from loguru import logger
from text2vec import Similarity
def catch_all_exceptions(func):
def wrapper(*args, **kwargs):
try:
... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UHGEval/uhgeval/metric/common.py<fim_prefix># @Author : Shichao Song
# @Email : song.shichao@outlook.com
from typing import Callable
import evaluate
import jieba
from loguru import logger
from text2vec import Similarity
def catch_all_exceptions(func):
def wrapper(*args, **kwargs):
try:
... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UHGEval/uhgeval/metric/common.py<fim_prefix># @Author : Shichao Song
# @Email : song.shichao@outlook.com
from typing import Callable
import evaluate
import jieba
from loguru import logger
from text2vec import Similarity
def catch_all_exceptions(func):
def wrapper(*args, **kwargs):
try:
... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UHGEval/uhgeval/dataset/truthfulqa.py<fim_prefix># @Author : YeZhaohui Wang
# @Email : wyzh0912@126.com
import csv
import json
import os
import random
from uhgeval.dataset.base import BaseDataset
class TruthfunQAGeneration(BaseDataset):
def __init__(self, path: str, shuffle: bool = False, seed: int =... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UHGEval/uhgeval/metric/common.py<fim_prefix># @Author : Shichao Song
# @Email : song.shichao@outlook.com
from typing import Callable
import evaluate
import jieba
from loguru import logger
from text2vec import Similarity
def catch_all_exceptions(func):
def wrapper(*args, **kwargs):
try:
... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UHGEval/uhgeval/metric/common.py<fim_prefix># @Author : Shichao Song
# @Email : song.shichao@outlook.com
from typing import Callable
import evaluate
import jieba
from loguru import logger
from text2vec import Similarity
def catch_all_exceptions(func):
def wrapper(*args, **kwargs):
try:
... | null | IF | complete_current_header_empty_completion |
<filename>UHGEval/uhgeval/metric/common.py<fim_prefix># @Author : Shichao Song
# @Email : song.shichao@outlook.com
from typing import Callable
import evaluate
import jieba
from loguru import logger
from text2vec import Similarity
def catch_all_exceptions(func):
def wrapper(*args, **kwargs):
tr<fim_suf... | null | TRY | complete_current_header_empty_completion |
<filename>UHGEval/uhgeval/metric/common.py<fim_prefix># @Author : Shichao Song
# @Email : song.shichao@outlook.com
from typing import Callable
import evaluate
import jieba
from loguru import logger
from text2vec import Similarity
def catch_all_exceptions(func):
def wrapper(*args, **kwargs):
try:
... | null | CATCH | complete_current_header_empty_completion |
<filename>UHGEval/uhgeval/metric/common.py<fim_prefix># @Author : Shichao Song
# @Email : song.shichao@outlook.com
from typing import Callable
import evaluate
import jieba
from loguru import logger
from text2vec import Similarity
def catch_all_exceptions(func):
def wrapper(*args, **kwargs):
try:
... | null | BLOCK_COMMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/structures/image_list.py<fim_prefix># Copyright (c) Facebook, Inc. and its affiliates.
from __future__ import division
from typing import Any, List, Tuple
import torch
from torch import device
from torch.nn import functional as F
from detectron2.layers.wrappers import shapes_to_tensor
cla... | null | BLOCK_COMMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/solver/build.py<fim_prefix># Copyright (c) Facebook, Inc. and its affiliates.
import copy
import itertools
import logging
from collections import defaultdict
from enum import Enum
from typing import Any, Callable, Dict, Iterable, List, Optional, Set, Type, Union
import torch
from fvcore.comm... | null | BLOCK_COMMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/tracking/bbox_iou_tracker.py<fim_prefix>#!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import copy
from typing import List
import numpy as np
import torch
from detectron2.config import configurable
from detectron2.structures import Boxes, Instances
from detec... | null | BLOCK_COMMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/structures/masks.py<fim_prefix># Copyright (c) Facebook, Inc. and its affiliates.
import copy
import itertools
import numpy as np
from typing import Any, Iterator, List, Union
import pycocotools.mask as mask_util
import torch
from torch import device
from detectron2.layers.roi_align import ... | null | BLOCK_COMMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/tracking/bbox_iou_tracker.py<fim_prefix>#!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import copy
from typing import List
import numpy as np
import torch
from detectron2.config import configurable
from detectron2.structures import Boxes, Instances
from detec... | null | BLOCK_COMMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/structures/boxes.py<fim_prefix># Copyright (c) Facebook, Inc. and its affiliates.
import math
import numpy as np
from enum import IntEnum, unique
from typing import List, Tuple, Union
import torch
from torch import device
_RawBoxType = Union[List[float], Tuple[float, ...], torch.Tensor, np.... | null | BLOCK_COMMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/structures/instances.py<fim_prefix># Copyright (c) Facebook, Inc. and its affiliates.
import itertools
from typing import Any, Dict, List, Tuple, Union
import torch
class Instances:
"""
This class represents a list of instances in an image.
It stores the attributes of instances... | null | BLOCK_COMMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/structures/masks.py<fim_prefix># Copyright (c) Facebook, Inc. and its affiliates.
import copy
import itertools
import numpy as np
from typing import Any, Iterator, List, Union
import pycocotools.mask as mask_util
import torch
from torch import device
from detectron2.layers.roi_align import ... | null | BLOCK_COMMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/config/instantiate.py<fim_prefix># Copyright (c) Facebook, Inc. and its affiliates.
import dataclasses
import logging
from collections import abc
from typing import Any
from detectron2.utils.registry import _convert_target_to_string, locate
__all__ = ["dump_dataclass", "instantiate"]
def... | null | BLOCK_COMMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/tracking/bbox_iou_tracker.py<fim_prefix>#!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import copy
from typing import List
import numpy as np
import torch
from detectron2.config import configurable
from detectron2.structures import Boxes, Instances
from detec... | null | BLOCK_COMMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/tracking/bbox_iou_tracker.py<fim_prefix>#!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import copy
from typing import List
import numpy as np
import torch
from detectron2.config import configurable
from detectron2.structures import Boxes, Instances
from detec... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UniRef/external/davis2017-evaluation/davis2017/metrics.py<fim_prefix>import math
import numpy as np
import cv2
def db_eval_iou(annotation, segmentation, void_pixels=None):
""" Compute region similarity as the Jaccard Index.
Arguments:
annotation (ndarray): binary annotation map.
... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/layers/losses.py<fim_prefix>import math
import torch
def diou_loss(
boxes1: torch.Tensor,
boxes2: torch.Tensor,
reduction: str = "none",
eps: float = 1e-7,
) -> torch.Tensor:
"""
Distance Intersection over Union Loss (Zhaohui Zheng et. al)
https://arxiv.org/abs/... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/layers/losses.py<fim_prefix>import math
import torch
def diou_loss(
boxes1: torch.Tensor,
boxes2: torch.Tensor,
reduction: str = "none",
eps: float = 1e-7,
) -> torch.Tensor:
"""
Distance Intersection over Union Loss (Zhaohui Zheng et. al)
https://arxiv.org/abs/... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/tracking/hungarian_tracker.py<fim_prefix>#!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import copy
import numpy as np
import torch
from detectron2.structures import Boxes, Instances
from .base_tracker import BaseTracker
from scipy.optimize import linear_sum... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/checkpoint/c2_model_loading.py<fim_prefix># Copyright (c) Facebook, Inc. and its affiliates.
import copy
import logging
import re
from typing import Dict, List
import torch
from tabulate import tabulate
def convert_basic_c2_names(original_keys):
"""
Apply some basic name conversion... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/structures/masks.py<fim_prefix># Copyright (c) Facebook, Inc. and its affiliates.
import copy
import itertools
import numpy as np
from typing import Any, Iterator, List, Union
import pycocotools.mask as mask_util
import torch
from torch import device
from detectron2.layers.roi_align import ... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/structures/masks.py<fim_prefix># Copyright (c) Facebook, Inc. and its affiliates.
import copy
import itertools
import numpy as np
from typing import Any, Iterator, List, Union
import pycocotools.mask as mask_util
import torch
from torch import device
from detectron2.layers.roi_align import ... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/layers/losses.py<fim_prefix>import math
import torch
def diou_loss(
boxes1: torch.Tensor,
boxes2: torch.Tensor,
reduction: str = "none",
eps: float = 1e-7,
) -> torch.Tensor:
"""
Distance Intersection over Union Loss (Zhaohui Zheng et. al)
https://arxiv.org/abs/... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/tracking/hungarian_tracker.py<fim_prefix>#!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import copy
import numpy as np
import torch
from detectron2.structures import Boxes, Instances
from .base_tracker import BaseTracker
from scipy.optimize import linear_sum... | null | STATEMENT | complete_current_header_empty_completion |
<filename>UniRef/detectron2/tracking/hungarian_tracker.py<fim_prefix>#!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import copy
import numpy as np
import torch
from detectron2.structures import Boxes, Instances
from .base_tracker import BaseTracker
from scipy.optimize import linear_sum... | null | IF | complete_current_header_empty_completion |
<filename>UniRef/external/davis2017-evaluation/davis2017/metrics.py<fim_prefix>import math
import numpy as np
import cv2
def db_eval_iou(annotation, segmentation, void_pixels=None):
""" Compute region similarity as the Jaccard Index.
Arguments:
annotation (ndarray): binary annotation map.
... | null | IF | complete_current_header_empty_completion |
<filename>UniRef/detectron2/config/config.py<fim_prefix># -*- coding: utf-8 -*-
# Copyright (c) Facebook, Inc. and its affiliates.
import functools
import inspect
import logging
from fvcore.common.config import CfgNode as _CfgNode
from detectron2.utils.file_io import PathManager
class CfgNode(_CfgNode):
"""
... | null | IF | complete_current_header_empty_completion |
<filename>UniRef/detectron2/tracking/bbox_iou_tracker.py<fim_prefix>#!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import copy
from typing import List
import numpy as np
import torch
from detectron2.config import configurable
from detectron2.structures import Boxes, Instances
from detec... | null | IF | complete_current_header_empty_completion |
<filename>UniRef/detectron2/config/instantiate.py<fim_prefix># Copyright (c) Facebook, Inc. and its affiliates.
import dataclasses
import logging
from collections import abc
from typing import Any
from detectron2.utils.registry import _convert_target_to_string, locate
__all__ = ["dump_dataclass", "instantiate"]
def... | null | IF | complete_current_header_empty_completion |
<filename>UniRef/detectron2/tracking/bbox_iou_tracker.py<fim_prefix>#!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import copy
from typing import List
import numpy as np
import torch
from detectron2.config import configurable
from detectron2.structures import Boxes, Instances
from detec... | null | IF | complete_current_header_empty_completion |
<filename>UniRef/detectron2/structures/instances.py<fim_prefix># Copyright (c) Facebook, Inc. and its affiliates.
import itertools
from typing import Any, Dict, List, Tuple, Union
import torch
class Instances:
"""
This class represents a list of instances in an image.
It stores the attributes of instances... | null | IF | complete_current_header_empty_completion |
<filename>UniRef/detectron2/tracking/bbox_iou_tracker.py<fim_prefix>#!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import copy
from typing import List
import numpy as np
import torch
from detectron2.config import configurable
from detectron2.structures import Boxes, Instances
from detec... | null | IF | complete_current_header_empty_completion |
<filename>UniRef/detectron2/tracking/bbox_iou_tracker.py<fim_prefix>#!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import copy
from typing import List
import numpy as np
import torch
from detectron2.config import configurable
from detectron2.structures import Boxes, Instances
from detec... | null | IF | complete_current_header_empty_completion |
<filename>UniRef/detectron2/tracking/hungarian_tracker.py<fim_prefix>#!/usr/bin/env python3
# Copyright 2004-present Facebook. All Rights Reserved.
import copy
import numpy as np
import torch
from detectron2.structures import Boxes, Instances
from .base_tracker import BaseTracker
from scipy.optimize import linear_sum... | null | IF | complete_current_header_empty_completion |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.