code stringlengths 458 137k | apis sequence | extract_api stringlengths 287 754k |
|---|---|---|
import io
import os
import re
import shutil
import sys
import typing
import webbrowser
from time import sleep
import click
import pandas as pd
from whylogs.app import SessionConfig, WriterConfig
from whylogs.app.session import session_from_config
from whylogs.cli import (
OBSERVATORY_EXPLANATION,
PIPELINE_DES... | [
"whylogs.cli.generate_notebooks",
"whylogs.app.WriterConfig",
"whylogs.app.session.session_from_config",
"whylogs.app.SessionConfig"
] | [((647, 673), 're.compile', 're.compile', (['"""^(\\\\w|-|_)+$"""'], {}), "('^(\\\\w|-|_)+$')\n", (657, 673), False, 'import re\n'), ((962, 977), 'click.command', 'click.command', ([], {}), '()\n', (975, 977), False, 'import click\n'), ((979, 1088), 'click.option', 'click.option', (['"""--project-dir"""', '"""-d"""'], ... |
import json
from uuid import uuid4
import datetime
from whylogs.core.datasetprofile import DatasetProfile, array_profile, dataframe_profile
from whylogs.core.annotation_profiling import TrackBB, BB_ATTRIBUTES
import os
TEST_DATA_PATH = os.path.abspath(os.path.join(os.path.realpath(
os.path.dirname(__file__)), os... | [
"whylogs.core.annotation_profiling.TrackBB",
"whylogs.core.datasetprofile.DatasetProfile"
] | [((409, 435), 'datetime.datetime.utcnow', 'datetime.datetime.utcnow', ([], {}), '()\n', (433, 435), False, 'import datetime\n'), ((500, 564), 'os.path.join', 'os.path.join', (['TEST_DATA_PATH', '"""files"""', '"""yolo_bounding_box.jsonl"""'], {}), "(TEST_DATA_PATH, 'files', 'yolo_bounding_box.jsonl')\n", (512, 564), Fa... |
import logging
import re
from typing import List, Mapping, Optional
from google.protobuf.json_format import Parse
from whylogs.proto import (
DatasetConstraintMsg,
DatasetProperties,
NumberSummary,
Op,
SummaryConstraintMsg,
SummaryConstraintMsgs,
ValueConstraintMsg,
ValueConstraintMsgs... | [
"whylogs.proto.DatasetConstraintMsg",
"whylogs.proto.SummaryConstraintMsg",
"whylogs.proto.Op.Name",
"whylogs.proto.SummaryConstraintMsgs",
"whylogs.proto.ValueConstraintMsg",
"whylogs.proto.ValueConstraintMsgs"
] | [((384, 411), 'logging.getLogger', 'logging.getLogger', (['__name__'], {}), '(__name__)\n', (401, 411), False, 'import logging\n'), ((12934, 13041), 'whylogs.proto.DatasetConstraintMsg', 'DatasetConstraintMsg', ([], {'properties': 'self.dataset_properties', 'value_constraints': 'vm', 'summary_constraints': 'sm'}), '(pr... |
import numpy as np
import pandas as pd
import pytest
from whylogs.core.types import TypedDataConverter
_TEST_NULL_DATA = [
([None, np.nan, None] * 3, 9),
([pd.Series(data={"a": None, "b": None}, index=["x", "y"]), pd.Series(data={"c": None, "d": 1}, index=["x", "y"])], 2),
([[None, np.nan], [np.nan], [Non... | [
"whylogs.core.types.TypedDataConverter._are_nulls",
"whylogs.core.types.TypedDataConverter.convert"
] | [((718, 781), 'pytest.mark.parametrize', 'pytest.mark.parametrize', (['"""data,nulls_expected"""', '_TEST_NULL_DATA'], {}), "('data,nulls_expected', _TEST_NULL_DATA)\n", (741, 781), False, 'import pytest\n'), ((485, 514), 'whylogs.core.types.TypedDataConverter.convert', 'TypedDataConverter.convert', (['x'], {}), '(x)\n... |
#!/usr/bin/env python3
"""
TODO:
* Date parsing compatible with EasyDateTimeParser (Java)
"""
from logging import getLogger
from whylogs.util import protobuf
CSV_READER_BATCH_SIZE = int(1e4)
OUTPUT_DATE_FORMAT = "%Y/%m/%d"
LOGGER = "whylogs.logs.profiler"
def write_protobuf(vals: list, fname):
"""
Writ... | [
"whylogs.logs.display_logging",
"whylogs.logs.DatasetProfile",
"whylogs.util.message_to_json",
"whylogs.util.protobuf.write_multi_msg"
] | [((558, 601), 'whylogs.util.protobuf.write_multi_msg', 'protobuf.write_multi_msg', (['serialized', 'fname'], {}), '(serialized, fname)\n', (582, 601), False, 'from whylogs.util import protobuf\n'), ((2149, 2171), 'pandas.read_csv', 'pd.read_csv', (['f'], {}), '(f, **opts)\n', (2160, 2171), True, 'import pandas as pd\n'... |
"import copy\nimport datetime\nimport json\nimport logging\nimport numbers\nimport re\nfrom typing i(...TRUNCATED) | ["whylogs.core.summaryconverters.ks_test_compute_p_value","whylogs.core.statistics.hllsketch.HllSket(...TRUNCATED) | "[((1343, 1370), 'logging.getLogger', 'logging.getLogger', (['__name__'], {}), '(__name__)\\n', (136(...TRUNCATED) |
"import datetime\nimport json\nimport os\nfrom uuid import uuid4\n\nimport pytest\nimport numpy as n(...TRUNCATED) | ["whylogs.core.datasetprofile.DatasetProfile.parse_delimited_single","whylogs.util.protobuf.message_(...TRUNCATED) | "[((506, 524), 'numpy.zeros', 'np.zeros', (['[100, 1]'], {}), '([100, 1])\\n', (514, 524), True, 'im(...TRUNCATED) |
"# -*- coding: utf-8 -*-\n\"\"\"The app module, containing the app factory function.\"\"\"\n\nimport(...TRUNCATED) | [
"whylogs.get_or_create_session"
] | "[((431, 444), 'dotenv.load_dotenv', 'load_dotenv', ([], {}), '()\\n', (442, 444), False, 'from dote(...TRUNCATED) |
"from logging import getLogger\nfrom typing import List, Union\n\nimport numpy as np\nfrom sklearn.u(...TRUNCATED) | ["whylogs.core.statistics.NumberTracker.from_protobuf","whylogs.core.statistics.NumberTracker","whyl(...TRUNCATED) | "[((422, 442), 'logging.getLogger', 'getLogger', (['\"\"\"whylogs\"\"\"'], {}), \"('whylogs')\\n\", (...TRUNCATED) |
"from typing import List, Union\n\nfrom whylogs.core.metrics.confusion_matrix import ConfusionMatrix(...TRUNCATED) | ["whylogs.core.metrics.confusion_matrix.ConfusionMatrix.from_protobuf","whylogs.core.metrics.confusi(...TRUNCATED) | "[((1773, 1888), 'whylogs.core.metrics.confusion_matrix.ConfusionMatrix', 'ConfusionMatrix', (['labe(...TRUNCATED) |
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