code stringclasses 16
values | apis sequence | extract_api stringclasses 16
values |
|---|---|---|
import sys
import os
# We have to append user's current path to sys path so the modules can be resolved
# Otherwise we will got "no module named feathr" error
sys.path.append(os.path.abspath(os.getcwd()))
from feathrcli.cli import init
from click.testing import CliRunner
from feathr.client import FeathrClient
def in... | [
"feathr.client.FeathrClient"
] | [((775, 786), 'click.testing.CliRunner', 'CliRunner', ([], {}), '()\n', (784, 786), False, 'from click.testing import CliRunner\n'), ((544, 558), 'feathr.client.FeathrClient', 'FeathrClient', ([], {}), '()\n', (556, 558), False, 'from feathr.client import FeathrClient\n'), ((909, 942), 'os.chdir', 'os.chdir', (['"""fea... |
import os
from datetime import datetime, timedelta
from pathlib import Path
from feathr.client import FeathrClient
from feathr import ValueType
from feathr.job_utils import get_result_df
from feathr import (BackfillTime, MaterializationSettings)
from feathr import FeatureQuery
from feathr import ObservationSettings
fr... | [
"feathr.TypedKey",
"feathr.MaterializationSettings",
"feathr.RedisSink",
"feathr.ObservationSettings",
"feathr.FeatureQuery"
] | [((875, 925), 'feathr.RedisSink', 'RedisSink', ([], {'table_name': '"""snowflakeSampleDemoFeature"""'}), "(table_name='snowflakeSampleDemoFeature')\n", (884, 925), False, 'from feathr import RedisSink\n'), ((941, 1148), 'feathr.MaterializationSettings', 'MaterializationSettings', ([], {'name': '"""snowflakeSampleDemoFe... |
from feathr import Feature
from feathr import ExpressionTransformation
from feathr import DerivedFeature
from feathr import BOOLEAN, FLOAT, FLOAT_VECTOR, ValueType
from feathr import TypedKey
import pytest
def assert_config_equals(one, another):
assert one.translate(str.maketrans('', '', ' \n\t\r')) == another.tra... | [
"feathr.Feature",
"feathr.TypedKey",
"feathr.DerivedFeature",
"feathr.ExpressionTransformation"
] | [((493, 622), 'feathr.TypedKey', 'TypedKey', ([], {'full_name': '"""mockdata.user"""', 'key_column': '"""user_id"""', 'key_column_type': 'ValueType.INT32', 'description': '"""An user identifier"""'}), "(full_name='mockdata.user', key_column='user_id', key_column_type=\n ValueType.INT32, description='An user identifi... |
import glob
import os
import time
from datetime import datetime, timedelta
from pathlib import Path
import pytest
from click.testing import CliRunner
from feathr import (FeatureAnchor, FeatureQuery, ObservationSettings, TypedKey,
ValueType)
from feathr._feature_registry import _FeatureRegistry
from... | [
"feathr._feature_registry._FeatureRegistry",
"feathr.client.FeathrClient",
"feathr.TypedKey",
"feathr.ObservationSettings"
] | [((5374, 5506), 'pytest.mark.skip', 'pytest.mark.skip', ([], {'reason': '"""Add back get_features is not supported in feature registry for now and needs further discussion"""'}), "(reason=\n 'Add back get_features is not supported in feature registry for now and needs further discussion'\n )\n", (5390, 5506), Fal... |
from feathrcli.cli import init
from click.testing import CliRunner
from feathr.client import FeathrClient
import os
import glob
import pandavro as pdx
import pandas as pd
import tempfile
def test_feathr_online_store_databricks():
"""
Test FeathrClient() online_get_features and batch_get can get data correctly... | [
"feathr.client.FeathrClient"
] | [((343, 354), 'click.testing.CliRunner', 'CliRunner', ([], {}), '()\n', (352, 354), False, 'from click.testing import CliRunner\n'), ((1950, 1961), 'click.testing.CliRunner', 'CliRunner', ([], {}), '()\n', (1959, 1961), False, 'from click.testing import CliRunner\n'), ((434, 467), 'os.chdir', 'os.chdir', (['"""feathr_u... |
from feathrcli.cli import init
from click.testing import CliRunner
from feathr.client import FeathrClient
import os
def test_feathr_feature_register():
"""
Test FeathrClient() can register features correctly.
"""
runner = CliRunner()
with runner.isolated_filesystem():
runner.invoke(init, [... | [
"feathr.client.FeathrClient"
] | [((240, 251), 'click.testing.CliRunner', 'CliRunner', ([], {}), '()\n', (249, 251), False, 'from click.testing import CliRunner\n'), ((331, 364), 'os.chdir', 'os.chdir', (['"""feathr_user_workspace"""'], {}), "('feathr_user_workspace')\n", (339, 364), False, 'import os\n'), ((382, 396), 'feathr.client.FeathrClient', 'F... |
from feathr import FeatureAnchor
from feathr.client import FeathrClient
from feathr import BOOLEAN, FLOAT, INT32, STRING, ValueType
from feathr import Feature
from feathr import DerivedFeature
from feathr import INPUT_CONTEXT, HdfsSource
from feathr import WindowAggTransformation
from feathr import TypedKey
def basic... | [
"feathr.WindowAggTransformation",
"feathr.Feature",
"feathr.TypedKey",
"feathr.client.FeathrClient",
"feathr.DerivedFeature",
"feathr.HdfsSource",
"feathr.FeatureAnchor"
] | [((365, 402), 'feathr.client.FeathrClient', 'FeathrClient', ([], {'config_path': 'config_path'}), '(config_path=config_path)\n', (377, 402), False, 'from feathr.client import FeathrClient\n'), ((422, 677), 'feathr.HdfsSource', 'HdfsSource', ([], {'name': '"""nycTaxiBatchSource"""', 'path': '"""abfss://feathrazuretest3f... |
import sys
import os
# We have to append user's current path to sys path so the modules can be resolved
# Otherwise we will got "no module named feathr" error
sys.path.append(os.path.abspath(os.getcwd()))
from feathrcli.cli import init
from click.testing import CliRunner
from feathr.client import FeathrClient
def c... | [
"feathr.client.FeathrClient"
] | [((584, 595), 'click.testing.CliRunner', 'CliRunner', ([], {}), '()\n', (593, 595), False, 'from click.testing import CliRunner\n'), ((432, 446), 'feathr.client.FeathrClient', 'FeathrClient', ([], {}), '()\n', (444, 446), False, 'from feathr.client import FeathrClient\n'), ((718, 751), 'os.chdir', 'os.chdir', (['"""fea... |
import os
from datetime import datetime
from pathlib import Path
from unittest import result
from click.testing import CliRunner
from feathr import (BOOLEAN, FLOAT, INT32, FeatureQuery, ObservationSettings,
SparkExecutionConfiguration, TypedKey, ValueType)
from feathr.job_utils import get_result_df... | [
"feathr.FeatureQuery",
"feathr.job_utils.get_result_df",
"feathr.ObservationSettings",
"feathr.TypedKey",
"feathr.SparkExecutionConfiguration"
] | [((789, 857), 'feathr.TypedKey', 'TypedKey', ([], {'key_column': '"""DOLocationID"""', 'key_column_type': 'ValueType.INT32'}), "(key_column='DOLocationID', key_column_type=ValueType.INT32)\n", (797, 857), False, 'from feathr import BOOLEAN, FLOAT, INT32, FeatureQuery, ObservationSettings, SparkExecutionConfiguration, T... |
from datetime import datetime, timedelta
from feathr._materialization_utils import _to_materialization_config
from feathr import (BackfillTime, MaterializationSettings)
from feathr import RedisSink
def test_feature_materialization_config():
backfill_time = BackfillTime(start=datetime(2020, 5, 20), end=datetime(2... | [
"feathr.RedisSink",
"feathr._materialization_utils._to_materialization_config",
"feathr.MaterializationSettings"
] | [((372, 414), 'feathr.RedisSink', 'RedisSink', ([], {'table_name': '"""nycTaxiDemoFeature"""'}), "(table_name='nycTaxiDemoFeature')\n", (381, 414), False, 'from feathr import RedisSink\n'), ((430, 584), 'feathr.MaterializationSettings', 'MaterializationSettings', (['"""nycTaxiTable"""'], {'sinks': '[redisSink]', 'featu... |
import os
from pathlib import Path
import pytest
from feathr import (BackfillTime, MaterializationSettings)
from feathr import RedisSink
from test_fixture import kafka_test_setup
@pytest.mark.skipif(os.environ.get('SPARK_CONFIG__SPARK_CLUSTER') != "azure_synapse",
reason="skip for databricks, as it... | [
"feathr.RedisSink",
"feathr.MaterializationSettings"
] | [((699, 791), 'feathr.RedisSink', 'RedisSink', ([], {'table_name': '"""kafkaSampleDemoFeature"""', 'streaming': '(True)', 'streamingTimeoutMs': '(10000)'}), "(table_name='kafkaSampleDemoFeature', streaming=True,\n streamingTimeoutMs=10000)\n", (708, 791), False, 'from feathr import RedisSink\n'), ((803, 919), 'feath... |
import os
from datetime import datetime, timedelta
from pathlib import Path
from click.testing import CliRunner
from feathr import BOOLEAN, FLOAT, INT32, ValueType
from feathr.client import FeathrClient
from feathr import ValueType
from feathr.job_utils import get_result_df
from feathr import (BackfillTime, Materializ... | [
"feathr.RedisSink",
"feathr.FeatureQuery",
"feathr.job_utils.get_result_df",
"feathr.ObservationSettings",
"feathr.TypedKey",
"feathr.MaterializationSettings"
] | [((3010, 3097), 'pytest.mark.skip', 'pytest.mark.skip', ([], {'reason': '"""Add back when complex types are supported in python API"""'}), "(reason=\n 'Add back when complex types are supported in python API')\n", (3026, 3097), False, 'import pytest\n'), ((918, 932), 'datetime.datetime.now', 'datetime.now', ([], {})... |
from feathr import AvroJsonSchema
from feathr import KafKaSource
from feathr import KafkaConfig
from typing import List
import os
import random
from datetime import datetime, timedelta
from feathr import (BOOLEAN, FLOAT, INPUT_CONTEXT, INT32, STRING,
DerivedFeature, Feature, FeatureAnchor, HdfsSour... | [
"feathr.AvroJsonSchema",
"feathr.Feature",
"feathr.HdfsSource",
"feathr.KafkaConfig",
"feathr.client.FeathrClient",
"feathr.DerivedFeature",
"feathr.FeatureAnchor",
"feathr.TypedKey",
"feathr.WindowAggTransformation"
] | [((516, 530), 'datetime.datetime.now', 'datetime.now', ([], {}), '()\n', (528, 530), False, 'from datetime import datetime, timedelta\n'), ((1058, 1095), 'feathr.client.FeathrClient', 'FeathrClient', ([], {'config_path': 'config_path'}), '(config_path=config_path)\n', (1070, 1095), False, 'from feathr.client import Fea... |
from feathrcli.cli import init
from click.testing import CliRunner
import os
from feathr.client import FeathrClient
def test_configuration_loading():
"""
Test CLI init() is working properly.
"""
runner = CliRunner()
with runner.isolated_filesystem():
result = runner.invoke(init, [])
... | [
"feathr.client.FeathrClient"
] | [((222, 233), 'click.testing.CliRunner', 'CliRunner', ([], {}), '()\n', (231, 233), False, 'from click.testing import CliRunner\n'), ((368, 408), 'os.path.isdir', 'os.path.isdir', (['"""./feathr_user_workspace"""'], {}), "('./feathr_user_workspace')\n", (381, 408), False, 'import os\n'), ((427, 497), 'feathr.client.Fea... |
import click
from py4j.java_gateway import JavaGateway
import pathlib
import os
from pathlib import Path
import distutils.dir_util
import subprocess
import urllib.request
from feathr.client import FeathrClient
@click.group()
@click.pass_context
def cli(ctx: click.Context):
"""
Feathr CLI tool. Visit https://g... | [
"feathr.client.FeathrClient"
] | [((213, 226), 'click.group', 'click.group', ([], {}), '()\n', (224, 226), False, 'import click\n'), ((1106, 1202), 'click.option', 'click.option', (['"""--name"""'], {'default': '"""feathr_user_workspace"""', 'help': '"""Specify the workspace name."""'}), "('--name', default='feathr_user_workspace', help=\n 'Specify... |
from feathrcli.cli import init
from click.testing import CliRunner
import os
from feathr.client import FeathrClient
def test_configuration_loading():
"""
Test the configuration can be overwritten by envs
"""
runner = CliRunner()
with runner.isolated_filesystem():
result = runner.invoke(in... | [
"feathr.client.FeathrClient"
] | [((235, 246), 'click.testing.CliRunner', 'CliRunner', ([], {}), '()\n', (244, 246), False, 'from click.testing import CliRunner\n'), ((381, 421), 'os.path.isdir', 'os.path.isdir', (['"""./feathr_user_workspace"""'], {}), "('./feathr_user_workspace')\n", (394, 421), False, 'import os\n'), ((440, 510), 'feathr.client.Fea... |
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