repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
spaCy | spacy/tests/doc/test_creation.py | .py | import pytest
from spacy import util
from spacy.tokens import Doc
from spacy.vocab import Vocab
@pytest.fixture
def vocab():
return Vocab()
def test_empty_doc(vocab):
doc = Doc(vocab)
assert len(doc) == 0
def test_single_word(vocab):
doc = Doc(vocab, words=["a"])
assert doc.text == "a "
d... | 81 | 2,643 |
spaCy | spacy/tests/doc/test_array.py | .py | import numpy
import pytest
from spacy.attrs import DEP, MORPH, ORTH, POS, SHAPE
from spacy.tokens import Doc
@pytest.mark.issue(2203)
def test_issue2203(en_vocab):
"""Test that lemmas are set correctly in doc.from_array."""
words = ["I", "'ll", "survive"]
tags = ["PRP", "MD", "VB"]
lemmas = ["-PRON-"... | 137 | 4,988 |
spaCy | spacy/tests/doc/test_span_group.py | .py | from random import Random
from typing import List
import pytest
from spacy.matcher import Matcher
from spacy.tokens import Doc, Span, SpanGroup
from spacy.util import filter_spans
@pytest.fixture
def doc(en_tokenizer):
doc = en_tokenizer("0 1 2 3 4 5 6")
matcher = Matcher(en_tokenizer.vocab, validate=True)
... | 281 | 8,667 |
spaCy | spacy/tests/doc/test_retokenize_merge.py | .py | import pytest
from spacy.attrs import LEMMA
from spacy.tokens import Doc, Token
from spacy.vocab import Vocab
def test_doc_retokenize_merge(en_tokenizer):
text = "WKRO played songs by the beach boys all night"
attrs = {
"tag": "NAMED",
"lemma": "LEMMA",
"ent_type": "TYPE",
"mo... | 496 | 18,956 |
spaCy | spacy/tests/doc/test_span.py | .py | import numpy
import pytest
from numpy.testing import assert_array_equal
from thinc.api import get_current_ops
from spacy.attrs import LENGTH, ORTH
from spacy.lang.en import English
from spacy.tokens import Doc, Span, Token
from spacy.util import filter_spans
from spacy.vocab import Vocab
from ..util import add_vecs_t... | 758 | 26,211 |
spaCy | spacy/tests/doc/test_morphanalysis.py | .py | import pytest
@pytest.fixture
def i_has(en_tokenizer):
doc = en_tokenizer("I has")
doc[0].set_morph({"PronType": "prs"})
doc[1].set_morph(
{
"VerbForm": "fin",
"Tense": "pres",
"Number": "sing",
"Person": "three",
}
)
return doc
de... | 101 | 3,145 |
spaCy | spacy/tests/doc/test_json_doc_conversion.py | .py | import pytest
import srsly
import spacy
from spacy import schemas
from spacy.tokens import Doc, Span, Token
from .test_underscore import clean_underscore # noqa: F401
@pytest.fixture()
def doc(en_vocab):
words = ["c", "d", "e"]
spaces = [True, True, True]
pos = ["VERB", "NOUN", "NOUN"]
tags = ["VBP... | 384 | 13,660 |
spaCy | spacy/tests/doc/test_doc_api.py | .py | import warnings
import weakref
import numpy
import pytest
from numpy.testing import assert_array_equal
from thinc.api import NumpyOps, get_current_ops
from spacy.attrs import (
DEP,
ENT_IOB,
ENT_TYPE,
HEAD,
IS_ALPHA,
MORPH,
POS,
SENT_START,
TAG,
)
from spacy.lang.en import English
... | 1,004 | 35,931 |
spaCy | spacy/tests/doc/test_token_api.py | .py | import numpy
import pytest
from spacy.attrs import IS_ALPHA, IS_DIGIT, IS_LOWER, IS_PUNCT, IS_STOP, IS_TITLE
from spacy.symbols import VERB
from spacy.tokens import Doc
from spacy.training import Example
from spacy.vocab import Vocab
@pytest.fixture
def doc(en_vocab):
# fmt: off
words = ["This", "is", "a", "... | 306 | 11,414 |
spaCy | spacy/tests/doc/test_underscore.py | .py | import pytest
from mock import Mock
from spacy.tokens import Doc, Span, Token
from spacy.tokens.underscore import Underscore
@pytest.fixture(scope="function", autouse=True)
def clean_underscore():
# reset the Underscore object after the test, to avoid having state copied across tests
yield
Underscore.doc... | 175 | 5,565 |
spaCy | spacy/tests/pipeline/test_analysis.py | .py | import pytest
from mock import Mock
from spacy.language import Language
from spacy.pipe_analysis import get_attr_info, validate_attrs
def test_component_decorator_assigns():
@Language.component("c1", assigns=["token.tag", "doc.tensor"])
def test_component1(doc):
return doc
@Language.component(
... | 116 | 3,457 |
spaCy | spacy/tests/pipeline/test_sentencizer.py | .py | import pytest
import spacy
from spacy.lang.en import English
from spacy.pipeline import Sentencizer
from spacy.tokens import Doc
def test_sentencizer(en_vocab):
doc = Doc(en_vocab, words=["Hello", "!", "This", "is", "a", "test", "."])
sentencizer = Sentencizer(punct_chars=None)
doc = sentencizer(doc)
... | 178 | 18,554 |
spaCy | spacy/tests/pipeline/test_functions.py | .py | import pytest
from spacy.language import Language
from spacy.pipeline.functions import merge_subtokens
from spacy.tokens import Doc, Span
from ..doc.test_underscore import clean_underscore # noqa: F401
@pytest.fixture
def doc(en_vocab):
# fmt: off
words = ["This", "is", "a", "sentence", ".", "This", "is", ... | 103 | 3,189 |
spaCy | spacy/tests/pipeline/test_lemmatizer.py | .py | import pickle
import pytest
from spacy import registry, util
from spacy.lang.en import English
from spacy.lookups import Lookups
from ..util import make_tempdir
@pytest.fixture
def nlp():
@registry.misc("cope_lookups")
def cope_lookups():
lookups = Lookups()
lookups.add_table("lemma_lookup"... | 116 | 3,727 |
spaCy | spacy/tests/pipeline/test_tok2vec.py | .py | import pytest
from numpy.testing import assert_array_equal
from thinc.api import Config, get_current_ops
from spacy import util
from spacy.lang.en import English
from spacy.ml.models.tok2vec import (
MaxoutWindowEncoder,
MultiHashEmbed,
build_Tok2Vec_model,
)
from spacy.pipeline.tok2vec import Tok2Vec, Tok... | 652 | 22,275 |
spaCy | spacy/tests/pipeline/test_initialize.py | .py | import pytest
from pydantic import StrictBool
from thinc.api import ConfigValidationError
from spacy.lang.en import English
from spacy.language import Language
from spacy.training import Example
def test_initialize_arguments():
name = "test_initialize_arguments"
class CustomTokenizer:
def __init__(s... | 71 | 2,326 |
spaCy | spacy/tests/pipeline/test_pipe_factories.py | .py | import pytest
from pydantic import StrictInt, StrictStr
from thinc.api import ConfigValidationError, Linear, Model
import spacy
from spacy.lang.de import German
from spacy.lang.en import English
from spacy.language import Language
from spacy.pipeline.tok2vec import DEFAULT_TOK2VEC_MODEL
from spacy.tokens import Doc
fr... | 592 | 19,835 |
spaCy | spacy/tests/pipeline/test_morphologizer.py | .py | import pytest
from numpy.testing import assert_almost_equal, assert_equal
from thinc.api import get_current_ops
from spacy import util
from spacy.attrs import MORPH
from spacy.lang.en import English
from spacy.language import Language
from spacy.morphology import Morphology
from spacy.tests.util import make_tempdir
fr... | 227 | 8,094 |
spaCy | spacy/tests/pipeline/test_span_finder.py | .py | import pytest
from thinc.api import Config
from spacy import util
from spacy.lang.en import English
from spacy.language import Language
from spacy.pipeline.span_finder import span_finder_default_config
from spacy.tokens import Doc
from spacy.training import Example
from spacy.util import fix_random_seed, make_tempdir,... | 241 | 7,429 |
spaCy | spacy/tests/pipeline/test_tagger.py | .py | import pytest
from numpy.testing import assert_almost_equal, assert_equal
from thinc.api import compounding, get_current_ops
from spacy import util
from spacy.attrs import TAG
from spacy.lang.en import English
from spacy.language import Language
from spacy.training import Example
from ..util import make_tempdir
@py... | 243 | 7,653 |
spaCy | spacy/tests/pipeline/test_models.py | .py | from typing import List
import numpy
import pytest
from numpy.testing import assert_almost_equal
from thinc.api import Model, data_validation, get_current_ops
from thinc.types import Array2d, Ragged
from spacy.lang.en import English
from spacy.ml import FeatureExtractor, StaticVectors
from spacy.ml._character_embed i... | 109 | 3,842 |
spaCy | spacy/tests/pipeline/test_entity_linker.py | .py | from typing import Any, Callable, Dict, Iterable
import pytest
from numpy.testing import assert_equal
from spacy import registry, util
from spacy.attrs import ENT_KB_ID
from spacy.compat import pickle
from spacy.kb import Candidate, InMemoryLookupKB, KnowledgeBase, get_candidates
from spacy.lang.en import English
fro... | 1,313 | 48,867 |
spaCy | spacy/tests/pipeline/test_textcat.py | .py | import random
import numpy.random
import pytest
from numpy.testing import assert_almost_equal
from thinc.api import Config, compounding, fix_random_seed, get_current_ops
from wasabi import msg
import spacy
from spacy import util
from spacy.cli.evaluate import print_prf_per_type, print_textcats_auc_per_cat
from spacy.... | 974 | 39,760 |
spaCy | spacy/tests/pipeline/test_annotates_on_update.py | .py | from typing import Callable, Iterable, Iterator
import pytest
from thinc.api import Config
from spacy.lang.en import English
from spacy.language import Language
from spacy.training import Example
from spacy.training.loop import train
from spacy.util import load_model_from_config, registry
@pytest.fixture
def config... | 114 | 3,193 |
spaCy | spacy/tests/pipeline/test_senter.py | .py | import pytest
from numpy.testing import assert_equal
from spacy import util
from spacy.attrs import SENT_START
from spacy.lang.en import English
from spacy.language import Language
from spacy.tests.util import make_tempdir
from spacy.training import Example
def test_label_types():
nlp = Language()
senter = n... | 104 | 3,313 |
spaCy | spacy/tests/pipeline/test_entity_ruler.py | .py | import pytest
from thinc.api import NumpyOps, get_current_ops
from spacy import registry
from spacy.errors import MatchPatternError
from spacy.lang.en import English
from spacy.language import Language
from spacy.pipeline import EntityRecognizer, EntityRuler, SpanRuler, merge_entities
from spacy.pipeline.ner import DE... | 683 | 25,896 |
spaCy | spacy/tests/pipeline/test_spancat.py | .py | import numpy
import pytest
from numpy.testing import assert_almost_equal, assert_array_equal
from thinc.api import NumpyOps, Ragged, get_current_ops
from spacy import util
from spacy.lang.en import English
from spacy.language import Language
from spacy.tokens import SpanGroup
from spacy.tokens._dict_proxies import Spa... | 613 | 21,976 |
spaCy | spacy/tests/pipeline/test_span_ruler.py | .py | import pytest
from thinc.api import NumpyOps, get_current_ops
import spacy
from spacy import registry
from spacy.errors import MatchPatternError
from spacy.tests.util import make_tempdir
from spacy.tokens import Span
from spacy.training import Example
@pytest.fixture
@registry.misc("span_ruler_patterns")
def pattern... | 465 | 16,220 |
spaCy | spacy/tests/pipeline/test_pipe_methods.py | .py | import gc
import numpy
import pytest
from thinc.api import get_current_ops
import spacy
from spacy.lang.en import English
from spacy.lang.en.syntax_iterators import noun_chunks
from spacy.language import Language
from spacy.pipeline import TrainablePipe
from spacy.tokens import Doc
from spacy.training import Example
... | 678 | 23,041 |
spaCy | spacy/tests/pipeline/test_attributeruler.py | .py | import numpy
import pytest
from spacy import registry, util
from spacy.lang.en import English
from spacy.pipeline import AttributeRuler
from spacy.tokens import Doc
from spacy.training import Example
from ..util import make_tempdir
@pytest.fixture
def nlp():
return English()
@pytest.fixture
def pattern_dicts(... | 295 | 9,536 |
spaCy | spacy/tests/pipeline/test_edit_tree_lemmatizer.py | .py | import pickle
import hypothesis.strategies as st
import pytest
from hypothesis import given
from spacy import util
from spacy.lang.en import English
from spacy.language import Language
from spacy.pipeline._edit_tree_internals.edit_trees import EditTrees
from spacy.strings import StringStore
from spacy.training import... | 334 | 10,449 |
spaCy | spacy/tests/serialize/test_serialize_language.py | .py | import pickle
import re
import pytest
from spacy.lang.en import English
from spacy.lang.it import Italian
from spacy.language import Language
from spacy.tokenizer import Tokenizer
from spacy.training import Example
from spacy.util import load_config_from_str
from ..util import make_tempdir
@pytest.fixture
def meta... | 136 | 3,594 |
spaCy | spacy/tests/serialize/test_serialize_docbin.py | .py | import pytest
import spacy
from spacy.lang.en import English
from spacy.tokens import Doc, DocBin
from spacy.tokens.underscore import Underscore
@pytest.mark.issue(4367)
def test_issue4367():
"""Test that docbin init goes well"""
DocBin()
DocBin(attrs=["LEMMA"])
DocBin(attrs=["LEMMA", "ENT_IOB", "ENT... | 114 | 4,028 |
spaCy | spacy/tests/serialize/test_serialize_pipeline.py | .py | import pickle
import pytest
import srsly
from thinc.api import Linear
import spacy
from spacy import Vocab, load, registry
from spacy.lang.en import English
from spacy.language import Language
from spacy.pipeline import (
DependencyParser,
EntityRecognizer,
EntityRuler,
SentenceRecognizer,
Tagger,... | 478 | 16,840 |
spaCy | spacy/tests/serialize/test_serialize_vocab_strings.py | .py | import pickle
import pytest
from thinc.api import get_current_ops
import spacy
from spacy.lang.en import English
from spacy.strings import StringStore
from spacy.tokens import Doc
from spacy.util import ensure_path, load_model
from spacy.vectors import Vectors
from spacy.vocab import Vocab
from ..util import make_te... | 196 | 7,067 |
spaCy | spacy/tests/serialize/test_serialize_extension_attrs.py | .py | import pytest
from spacy.tokens import Doc, Token
from spacy.vocab import Vocab
@pytest.fixture
def doc_w_attrs(en_tokenizer):
Doc.set_extension("_test_attr", default=False)
Doc.set_extension("_test_prop", getter=lambda doc: len(doc.text))
Doc.set_extension("_test_method", method=lambda doc, arg: f"{len(... | 36 | 1,107 |
spaCy | spacy/tests/serialize/test_resource_warning.py | .py | import warnings
from unittest import TestCase
import pytest
import srsly
from numpy import zeros
from spacy.kb.kb_in_memory import InMemoryLookupKB, Writer
from spacy.language import Language
from spacy.pipeline import TrainablePipe
from spacy.vectors import Vectors
from spacy.vocab import Vocab
from ..util import m... | 151 | 4,284 |
spaCy | spacy/tests/serialize/test_serialize_config.py | .py | import pytest
from catalogue import RegistryError
from thinc.api import Config, ConfigValidationError
import spacy
from spacy.lang.de import German
from spacy.lang.en import English
from spacy.language import DEFAULT_CONFIG, DEFAULT_CONFIG_PRETRAIN_PATH, Language
from spacy.ml.models import (
MaxoutWindowEncoder,
... | 575 | 18,108 |
spaCy | spacy/tests/serialize/test_serialize_tokenizer.py | .py | import pickle
import re
import pytest
from spacy.attrs import ENT_IOB, ENT_TYPE
from spacy.lang.en import English
from spacy.tokenizer import Tokenizer
from spacy.tokens import Doc
from spacy.util import (
compile_infix_regex,
compile_prefix_regex,
compile_suffix_regex,
get_lang_class,
load_model,... | 150 | 5,445 |
spaCy | spacy/tests/serialize/test_serialize_span_groups.py | .py | import pytest
from spacy.tokens import Span, SpanGroup
from spacy.tokens._dict_proxies import SpanGroups
@pytest.mark.issue(10685)
def test_issue10685(en_tokenizer):
"""Test `SpanGroups` de/serialization"""
# Start with a Doc with no SpanGroups
doc = en_tokenizer("Will it blend?")
# Test empty `Span... | 162 | 8,768 |
spaCy | spacy/tests/serialize/test_serialize_doc.py | .py | import copy
import pickle
import numpy
import pytest
from spacy.attrs import DEP, HEAD
from spacy.lang.en import English
from spacy.language import Language
from spacy.matcher import Matcher, PhraseMatcher
from spacy.tokens import Doc
from spacy.vectors import Vectors
from spacy.vocab import Vocab
from ..util import... | 226 | 7,370 |
spaCy | spacy/tests/serialize/test_serialize_kb.py | .py | from pathlib import Path
from typing import Any, Callable, Dict, Iterable
import srsly
from numpy import zeros
from thinc.api import Config
from spacy import Errors, util
from spacy.kb.kb_in_memory import InMemoryLookupKB
from spacy.util import SimpleFrozenList, ensure_path, load_model_from_config, registry
from spac... | 198 | 7,066 |
spaCy | spacy/tests/package/test_requirements.py | .py | import re
from pathlib import Path
def test_build_dependencies():
# Check that library requirements are pinned exactly the same across different setup files.
libs_ignore_requirements = [
"numpy",
"pytest",
"pytest-timeout",
"mock",
"flake8",
"hypothesis",
... | 98 | 3,209 |
spaCy | spacy/tests/training/test_training.py | .py | import random
import numpy
import pytest
import srsly
from thinc.api import Adam, compounding
import spacy
from spacy.lang.en import English
from spacy.tokens import Doc, DocBin
from spacy.training import (
Alignment,
Corpus,
Example,
biluo_tags_to_offsets,
biluo_tags_to_spans,
docs_to_json,
... | 1,165 | 45,549 |
spaCy | spacy/tests/training/test_rehearse.py | .py | from typing import List
import pytest
import spacy
from spacy.training import Example
TRAIN_DATA = [
(
"Who is Kofi Annan?",
{
"entities": [(7, 18, "PERSON")],
"tags": ["PRON", "AUX", "PROPN", "PRON", "PUNCT"],
"heads": [1, 1, 3, 1, 1],
"deps": ["at... | 212 | 6,405 |
spaCy | spacy/tests/training/test_pretraining.py | .py | from pathlib import Path
import numpy as np
import pytest
import srsly
from thinc.api import Config, get_current_ops
from spacy import util
from spacy.lang.en import English
from spacy.language import DEFAULT_CONFIG_PATH, DEFAULT_CONFIG_PRETRAIN_PATH
from spacy.ml.models.multi_task import create_pretrain_vectors
from... | 383 | 12,064 |
spaCy | spacy/tests/training/test_new_example.py | .py | import pytest
from spacy.tokens import Doc
from spacy.training.example import Example
from spacy.util import to_ternary_int
from spacy.vocab import Vocab
def test_Example_init_requires_doc_objects():
vocab = Vocab()
with pytest.raises(TypeError):
Example(None, None)
with pytest.raises(TypeError):... | 473 | 16,146 |
spaCy | spacy/tests/training/test_logger.py | .py | import pytest
import spacy
from spacy.training import loggers
@pytest.fixture()
def nlp():
nlp = spacy.blank("en")
nlp.add_pipe("ner")
return nlp
@pytest.fixture()
def info():
return {
"losses": {"ner": 100},
"other_scores": {"ENTS_F": 0.85, "ENTS_P": 0.90, "ENTS_R": 0.80},
... | 31 | 600 |
spaCy | spacy/tests/training/test_corpus.py | .py | from contextlib import contextmanager
from pathlib import Path
from typing import Generator, Iterable, List, Tuple
import pytest
from spacy.lang.en import English
from spacy.training import Example, PlainTextCorpus
from spacy.util import make_tempdir
# Intentional newlines to check that they are skipped.
PLAIN_TEXT_... | 79 | 1,914 |
spaCy | spacy/tests/training/test_augmenters.py | .py | import random
from contextlib import contextmanager
import pytest
from spacy.lang.en import English
from spacy.pipeline._parser_internals.nonproj import contains_cycle
from spacy.tokens import Doc, DocBin, Span
from spacy.training import Corpus, Example
from spacy.training.augment import (
create_lower_casing_aug... | 246 | 10,558 |
spaCy | spacy/tests/training/test_readers.py | .py | from typing import Callable, Dict, Iterable
import pytest
from thinc.api import Config, fix_random_seed
from spacy import Language
from spacy.schemas import ConfigSchemaTraining
from spacy.training import Example
from spacy.util import load_model_from_config, registry, resolve_dot_names
def test_readers():
conf... | 123 | 3,949 |
spaCy | spacy/tests/parser/test_neural_parser.py | .py | import pytest
from thinc.api import Model
from spacy import registry
from spacy.pipeline._parser_internals.arc_eager import ArcEager
from spacy.pipeline.dep_parser import DEFAULT_PARSER_MODEL
from spacy.pipeline.tok2vec import DEFAULT_TOK2VEC_MODEL
from spacy.pipeline.transition_parser import Parser
from spacy.tokens.... | 111 | 2,859 |
spaCy | spacy/tests/parser/test_parse_navigate.py | .py | import pytest
from spacy.tokens import Doc
@pytest.fixture
def words():
# fmt: off
return [
"\n", "It", "was", "a", "bright", "cold", "day", "in", "April", ",",
"and", "the", "clocks", "were", "striking", "thirteen", ".", "\n",
"Winston", "Smith", ",", "his", "chin", "nuzzled", "into"... | 127 | 6,216 |
spaCy | spacy/tests/parser/test_ner.py | .py | import logging
import random
import pytest
from numpy.testing import assert_equal
from spacy import registry, util
from spacy.attrs import ENT_IOB
from spacy.lang.en import English
from spacy.lang.it import Italian
from spacy.language import Language
from spacy.lookups import Lookups
from spacy.pipeline import Entity... | 829 | 29,176 |
spaCy | spacy/tests/parser/test_parse.py | .py | import pytest
from numpy.testing import assert_equal
from thinc.api import Adam
from spacy import registry, util
from spacy.attrs import DEP, NORM
from spacy.lang.en import English
from spacy.pipeline import DependencyParser
from spacy.pipeline.dep_parser import DEFAULT_PARSER_MODEL
from spacy.pipeline.tok2vec import ... | 545 | 20,158 |
spaCy | spacy/tests/parser/test_space_attachment.py | .py | import pytest
from spacy.tokens import Doc
from ..util import apply_transition_sequence
def test_parser_space_attachment(en_vocab):
# fmt: off
words = ["This", "is", "a", "test", ".", "\n", "To", "ensure", " ", "spaces", "are", "attached", "well", "."]
heads = [1, 1, 3, 1, 1, 4, 7, 11, 7, 11, 11, 11, 11... | 80 | 2,928 |
spaCy | spacy/tests/parser/test_nonproj.py | .py | import pytest
from spacy.pipeline._parser_internals import nonproj
from spacy.pipeline._parser_internals.nonproj import (
ancestors,
contains_cycle,
is_nonproj_arc,
is_nonproj_tree,
)
from spacy.tokens import Doc
@pytest.fixture
def tree():
return [1, 2, 2, 4, 5, 2, 2]
@pytest.fixture
def cycli... | 155 | 6,259 |
spaCy | spacy/tests/parser/test_arc_eager_oracle.py | .py | import pytest
from spacy import registry
from spacy.pipeline import DependencyParser
from spacy.pipeline._parser_internals.arc_eager import ArcEager
from spacy.pipeline._parser_internals.nonproj import projectivize
from spacy.pipeline.dep_parser import DEFAULT_PARSER_MODEL
from spacy.tokens import Doc
from spacy.train... | 295 | 10,086 |
spaCy | spacy/tests/parser/test_preset_sbd.py | .py | import pytest
from thinc.api import Adam
from spacy import registry
from spacy.attrs import NORM
from spacy.pipeline import DependencyParser
from spacy.pipeline.dep_parser import DEFAULT_PARSER_MODEL
from spacy.tokens import Doc
from spacy.training import Example
from spacy.vocab import Vocab
@pytest.fixture
def voc... | 89 | 2,561 |
spaCy | spacy/tests/parser/test_nn_beam.py | .py | import hypothesis
import hypothesis.strategies
import numpy
import pytest
from thinc.tests.strategies import ndarrays_of_shape
from spacy.language import Language
from spacy.pipeline._parser_internals._beam_utils import BeamBatch
from spacy.pipeline._parser_internals.arc_eager import ArcEager
from spacy.pipeline._pars... | 144 | 3,601 |
spaCy | spacy/tests/parser/test_add_label.py | .py | import pytest
from thinc.api import Adam, fix_random_seed
from spacy import registry
from spacy.attrs import NORM
from spacy.language import Language
from spacy.pipeline import DependencyParser, EntityRecognizer
from spacy.pipeline.dep_parser import DEFAULT_PARSER_MODEL
from spacy.pipeline.ner import DEFAULT_NER_MODEL... | 160 | 4,920 |
spaCy | spacy/tests/parser/test_state.py | .py | import pytest
from spacy.pipeline._parser_internals.stateclass import StateClass
from spacy.tokens.doc import Doc
from spacy.vocab import Vocab
@pytest.fixture
def vocab():
return Vocab()
@pytest.fixture
def doc(vocab):
return Doc(vocab, words=["a", "b", "c", "d"])
def test_init_state(doc):
state = S... | 80 | 1,894 |
spaCy | spacy/displacy/render.py | .py | import uuid
from typing import Any, Dict, List, Optional, Tuple, Union
from ..errors import Errors
from ..util import escape_html, minify_html, registry
from .templates import (
TPL_DEP_ARCS,
TPL_DEP_SVG,
TPL_DEP_WORDS,
TPL_DEP_WORDS_LEMMA,
TPL_ENT,
TPL_ENT_RTL,
TPL_ENTS,
TPL_FIGURE,
... | 614 | 24,709 |
spaCy | spacy/displacy/__init__.py | .py | """
spaCy's built in visualization suite for dependencies and named entities.
DOCS: https://spacy.io/api/top-level#displacy
USAGE: https://spacy.io/usage/visualizers
"""
import warnings
from typing import Any, Callable, Dict, Iterable, Optional, Union
from ..errors import Errors, Warnings
from ..tokens import Doc, S... | 279 | 10,333 |
spaCy | spacy/displacy/templates.py | .py | # Setting explicit height and max-width: none on the SVG is required for
# Jupyter to render it properly in a cell
TPL_DEP_SVG = """
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:lang="{lang}" id="{id}" class="displacy" width="{width}" height="{height}" direction="{dir}" style=... | 130 | 4,656 |
spaCy | spacy/pipeline/edit_tree_lemmatizer.py | .py | import importlib
from collections import Counter
from itertools import islice
from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple, cast
import numpy as np
import srsly
from thinc.api import Config, Model, NumpyOps, SequenceCategoricalCrossentropy
from thinc.types import Floats2d, Ints2d
from .. im... | 396 | 14,783 |
spaCy | spacy/pipeline/entityruler.py | .py | import importlib
import warnings
from collections import defaultdict
from pathlib import Path
from typing import Any, Callable, Dict, Iterable, List, Optional, Sequence, Tuple, Union
import srsly
from ..errors import Errors, Warnings
from ..language import Language
from ..matcher import Matcher, PhraseMatcher
from ..... | 510 | 20,247 |
spaCy | spacy/pipeline/span_finder.py | .py | import importlib
from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple
from thinc.api import Config, Model, Optimizer, set_dropout_rate
from thinc.types import Floats2d
from ..errors import Errors
from ..language import Language
from ..scorer import Scorer
from ..tokens import Doc, Span
from ..train... | 287 | 10,540 |
spaCy | spacy/pipeline/__init__.py | .py | from .attributeruler import AttributeRuler
from .dep_parser import DependencyParser
from .edit_tree_lemmatizer import EditTreeLemmatizer
from .entity_linker import EntityLinker
from .entityruler import EntityRuler
from .functions import merge_entities, merge_noun_chunks, merge_subtokens
from .lemmatizer import Lemmatiz... | 46 | 1,279 |
spaCy | spacy/pipeline/factories.py | .py | from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple, Union
from thinc.api import Model
from thinc.types import Floats2d, Ragged
from ..kb import Candidate, KnowledgeBase
from ..language import Language
from ..pipeline._parser_internals.transition_system import TransitionSystem
from ..pipeline.attr... | 931 | 26,820 |
spaCy | spacy/pipeline/functions.py | .py | import importlib
import warnings
from typing import Any, Dict
import srsly
from .. import util
from ..errors import Warnings
from ..language import Language
from ..matcher import Matcher
from ..tokens import Doc
@Language.component(
"merge_noun_chunks",
requires=["token.dep", "token.tag", "token.pos"],
... | 197 | 6,599 |
spaCy | spacy/pipeline/textcat.py | .py | import importlib
from itertools import islice
from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple
import numpy
from thinc.api import Config, Model, Optimizer, set_dropout_rate
from ..errors import Errors
from ..language import Language
from ..scorer import Scorer
from ..tokens import Doc
from ..tr... | 381 | 13,948 |
spaCy | spacy/pipeline/entity_linker.py | .py | import importlib
import random
from itertools import islice
from pathlib import Path
from typing import Any, Callable, Dict, Iterable, List, Optional, Union
import srsly
from thinc.api import Config, CosineDistance, Model, Optimizer, set_dropout_rate
from thinc.types import Floats2d
from .. import util
from ..errors ... | 580 | 24,118 |
spaCy | spacy/pipeline/span_ruler.py | .py | import importlib
import warnings
from functools import partial
from pathlib import Path
from typing import (
Any,
Callable,
Dict,
Iterable,
List,
Optional,
Sequence,
Set,
Tuple,
Union,
cast,
)
import srsly
from .. import util
from ..errors import Errors, Warnings
from ..lan... | 508 | 18,972 |
spaCy | spacy/pipeline/tok2vec.py | .py | import importlib
from itertools import islice
from typing import Any, Callable, Dict, Iterable, List, Optional, Sequence
from thinc.api import Config, Model, Optimizer, set_dropout_rate
from ..errors import Errors
from ..language import Language
from ..tokens import Doc
from ..training import Example, validate_exampl... | 325 | 13,465 |
spaCy | spacy/pipeline/lemmatizer.py | .py | import importlib
import warnings
from pathlib import Path
from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple, Union
from thinc.api import Model
from .. import util
from ..errors import Errors, Warnings
from ..language import Language
from ..lookups import Lookups, load_lookups
from ..scorer impor... | 324 | 12,011 |
spaCy | spacy/pipeline/attributeruler.py | .py | import importlib
from pathlib import Path
from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple, Union
import srsly
from .. import util
from ..errors import Errors
from ..language import Language
from ..matcher import Matcher
from ..scorer import Scorer
from ..symbols import IDS
from ..tokens import... | 356 | 13,624 |
spaCy | spacy/pipeline/spancat.py | .py | import importlib
from dataclasses import dataclass
from functools import partial
from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple, Union, cast
import numpy
from thinc.api import Config, Model, Ops, Optimizer, get_current_ops, set_dropout_rate
from thinc.types import Floats2d, Ints1d, Ints2d, Rag... | 664 | 24,960 |
spaCy | spacy/pipeline/textcat_multilabel.py | .py | import importlib
from itertools import islice
from typing import Any, Callable, Dict, Iterable, Optional
from thinc.api import Config, Model
from ..errors import Errors
from ..language import Language
from ..scorer import Scorer
from ..training import Example, validate_get_examples
from ..vocab import Vocab
from .tex... | 177 | 5,475 |
spaCy | spacy/pipeline/_edit_tree_internals/schemas.py | .py | from collections import defaultdict
from typing import Any, Dict, List, Union
from pydantic import (
BaseModel,
ConfigDict,
Field,
RootModel,
StrictBool,
StrictInt,
StrictStr,
ValidationError,
)
class MatchNodeSchema(BaseModel):
prefix_len: StrictInt = Field(..., title="Prefix len... | 52 | 1,516 |
spaCy | spacy/pipeline/legacy/__init__.py | .py | from .entity_linker import EntityLinker_v1
__all__ = ["EntityLinker_v1"]
| 4 | 74 |
spaCy | spacy/pipeline/legacy/entity_linker.py | .py | # This file is present to provide a prior version of the EntityLinker component
# for backwards compatability. For details see #9669.
import random
import warnings
from itertools import islice
from pathlib import Path
from typing import Any, Callable, Dict, Iterable, List, Optional, Union
import srsly
from thinc.api ... | 423 | 18,788 |
spaCy | spacy/cli/debug_data.py | .py | import math
import sys
from collections import Counter
from pathlib import Path
from typing import (
Any,
Dict,
Iterable,
List,
Optional,
Sequence,
Set,
Tuple,
Union,
cast,
overload,
)
import numpy
import srsly
import typer
from wasabi import MESSAGES, Printer, msg
from .. ... | 1,248 | 50,387 |
spaCy | spacy/cli/benchmark_speed.py | .py | import random
import time
from itertools import islice
from pathlib import Path
from typing import Iterable, List, Optional
import numpy
import typer
from tqdm import tqdm
from wasabi import msg
from .. import util
from ..language import Language
from ..tokens import Doc
from ..training import Corpus
from ._util impo... | 194 | 5,565 |
spaCy | spacy/cli/init_config.py | .py | import re
from enum import Enum
from pathlib import Path
from typing import List, Optional, Tuple
import srsly
from jinja2 import Template
from thinc.api import Config
from wasabi import Printer, diff_strings
from .. import util
from ..language import DEFAULT_CONFIG_PRETRAIN_PATH
from ..schemas import RecommendationS... | 304 | 10,797 |
spaCy | spacy/cli/debug_diff.py | .py | from pathlib import Path
from typing import Optional
import typer
from wasabi import MarkdownRenderer, Printer, diff_strings
from ..util import load_config
from ._util import Arg, Opt, debug_cli, show_validation_error
from .init_config import Optimizations, init_config
@debug_cli.command(
"diff-config",
con... | 113 | 3,712 |
spaCy | spacy/cli/_util.py | .py | import os
import sys
from configparser import InterpolationError
from contextlib import contextmanager
from pathlib import Path
from typing import (
Any,
Dict,
List,
Optional,
Tuple,
Union,
overload,
)
import srsly
import typer
from click import NoSuchOption
from click.shell_completion impo... | 302 | 10,696 |
spaCy | spacy/cli/convert.py | .py | import itertools
import re
import sys
from enum import Enum
from pathlib import Path
from typing import Any, Callable, Iterable, Mapping, Optional, Union
import srsly
from wasabi import Printer
from ..tokens import Doc, DocBin
from ..training import docs_to_json
from ..training.converters import (
conll_ner_to_do... | 285 | 9,609 |
spaCy | spacy/cli/train.py | .py | import logging
import sys
from pathlib import Path
from typing import Any, Dict, Optional, Union
import typer
from wasabi import msg
from .. import util
from ..training.initialize import init_nlp
from ..training.loop import train as train_nlp
from ._util import (
Arg,
Opt,
app,
import_code,
parse_... | 104 | 3,554 |
spaCy | spacy/cli/download.py | .py | import importlib.util
import shutil
import sys
from typing import Optional, Sequence
from urllib.parse import urljoin
import requests
import typer
from wasabi import msg
from .. import about
from ..errors import OLD_MODEL_SHORTCUTS
from ..util import (
get_minor_version,
is_in_interactive,
is_in_jupyter,
... | 204 | 7,135 |
spaCy | spacy/cli/assemble.py | .py | import logging
from pathlib import Path
from typing import Optional
import typer
from wasabi import msg
from .. import util
from ..util import get_sourced_components, load_model_from_config
from ._util import (
Arg,
Opt,
app,
import_code,
parse_config_overrides,
show_validation_error,
)
@app... | 81 | 2,691 |
spaCy | spacy/cli/info.py | .py | import json
import platform
from pathlib import Path
from typing import Any, Dict, List, Optional, Union
import srsly
from wasabi import MarkdownRenderer, Printer
from .. import about, util
from ..compat import importlib_metadata
from ._util import Arg, Opt, app, string_to_list
from .download import get_latest_versio... | 205 | 6,436 |
spaCy | spacy/cli/find_threshold.py | .py | import functools
import logging
import operator
from pathlib import Path
from typing import Any, Dict, List, Optional, Tuple
import numpy
import wasabi.tables
from .. import util
from ..errors import Errors
from ..pipeline import MultiLabel_TextCategorizer, TextCategorizer
from ..training import Corpus
from ._util im... | 262 | 9,682 |
spaCy | spacy/cli/debug_model.py | .py | import itertools
from pathlib import Path
from typing import Any, Dict, Optional
import typer
from thinc.api import (
Model,
data_validation,
fix_random_seed,
set_dropout_rate,
set_gpu_allocator,
)
from wasabi import msg
from spacy.training import Example
from spacy.util import resolve_dot_names
... | 251 | 9,013 |
spaCy | spacy/cli/find_function.py | .py | from typing import Optional, Tuple
from catalogue import RegistryError
from wasabi import msg
from ..util import registry
from ._util import Arg, Opt, app
@app.command("find-function")
def find_function_cli(
# fmt: off
func_name: str = Arg(..., help="Name of the registered function."),
registry_name: Op... | 72 | 2,136 |
spaCy | spacy/cli/pretrain.py | .py | import re
from pathlib import Path
from typing import Optional
import typer
from wasabi import msg
from ..training.pretrain import pretrain
from ..util import load_config
from ._util import (
Arg,
Opt,
app,
import_code,
parse_config_overrides,
setup_gpu,
show_validation_error,
)
@app.com... | 145 | 5,421 |
spaCy | spacy/cli/debug_config.py | .py | from pathlib import Path
from typing import Any, Dict, List, Optional, Union
import typer
from thinc.api import Config
from thinc.config import VARIABLE_RE
from wasabi import msg, table
from .. import util
from ..schemas import ConfigSchemaInit, ConfigSchemaTraining
from ..util import registry
from ._util import (
... | 132 | 4,750 |
spaCy | spacy/cli/evaluate.py | .py | import re
from pathlib import Path
from typing import Any, Dict, List, Optional
import srsly
from thinc.api import fix_random_seed
from wasabi import Printer
from .. import displacy, util
from ..tokens import Doc
from ..training import Corpus
from ._util import Arg, Opt, app, benchmark_cli, import_code, setup_gpu
@... | 278 | 9,578 |
spaCy | spacy/cli/package.py | .py | import os
import re
import shutil
import subprocess
import sys
from collections import defaultdict
from pathlib import Path
from typing import Any, Dict, List, Optional, Tuple, Union, cast
import srsly
from catalogue import RegistryError
from thinc.api import Config
from wasabi import MarkdownRenderer, Printer, get_ra... | 655 | 24,152 |
spaCy | spacy/cli/validate.py | .py | import sys
import warnings
from pathlib import Path
from typing import Tuple
import requests
from wasabi import Printer, msg
from .. import about
from ..util import (
get_installed_models,
get_minor_version,
get_model_meta,
get_package_path,
get_package_version,
is_compatible_version,
)
from .... | 124 | 4,587 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.