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code_checks.sh
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#!/bin/bash
#
# Run checks related to code quality.
#
# This script is intended for both the CI and to check locally that code standards are
# respected. We run doctests here (currently some files only), and we
# validate formatting error in docstrings.
#
# Usage:
# $ ./ci/code_checks.sh # run all checks
# $ ./ci/code_checks.sh code # checks on imported code
# $ ./ci/code_checks.sh doctests # run doctests
# $ ./ci/code_checks.sh docstrings # validate docstring errors
# $ ./ci/code_checks.sh single-docs # check single-page docs build warning-free
# $ ./ci/code_checks.sh notebooks # check execution of documentation notebooks
set -uo pipefail
if [[ -v 1 ]]; then
CHECK=$1
else
# script will fail if it uses an unset variable (i.e. $1 is not provided)
CHECK=""
fi
[[ -z "$CHECK" || "$CHECK" == "code" || "$CHECK" == "doctests" || "$CHECK" == "docstrings" || "$CHECK" == "single-docs" || "$CHECK" == "notebooks" ]] || \
{ echo "Unknown command $1. Usage: $0 [code|doctests|docstrings|single-docs|notebooks]"; exit 9999; }
BASE_DIR="$(dirname $0)/.."
RET=0
### CODE ###
if [[ -z "$CHECK" || "$CHECK" == "code" ]]; then
MSG='Check import. No warnings, and blocklist some optional dependencies' ; echo $MSG
python -W error -c "
import sys
import pandas
blocklist = {'bs4', 'gcsfs', 'html5lib', 'http', 'ipython', 'jinja2', 'hypothesis',
'lxml', 'matplotlib', 'openpyxl', 'py', 'pytest', 's3fs', 'scipy',
'tables', 'urllib.request', 'xlrd', 'xlsxwriter'}
# GH#28227 for some of these check for top-level modules, while others are
# more specific (e.g. urllib.request)
import_mods = set(m.split('.')[0] for m in sys.modules) | set(sys.modules)
mods = blocklist & import_mods
if mods:
sys.stderr.write('err: pandas should not import: {}\n'.format(', '.join(mods)))
sys.exit(len(mods))
"
RET=$(($RET + $?)) ; echo $MSG "DONE"
fi
### DOCTESTS ###
if [[ -z "$CHECK" || "$CHECK" == "doctests" ]]; then
MSG='Python and Cython Doctests' ; echo $MSG
python -c 'import pandas as pd; pd.test(run_doctests=True)'
RET=$(($RET + $?)) ; echo $MSG "DONE"
fi
### DOCSTRINGS ###
if [[ -z "$CHECK" || "$CHECK" == "docstrings" ]]; then
MSG='Validate docstrings (EX01, EX03, EX04, GL01, GL02, GL03, GL04, GL05, GL06, GL07, GL09, GL10, PR03, PR04, PR05, PR06, PR08, PR09, PR10, RT01, RT02, RT04, RT05, SA02, SA03, SA04, SA05, SS01, SS02, SS03, SS04, SS05, SS06)' ; echo $MSG
$BASE_DIR/scripts/validate_docstrings.py --format=actions --errors=EX01,EX03,EX04,GL01,GL02,GL03,GL04,GL05,GL06,GL07,GL09,GL10,PR03,PR04,PR05,PR06,PR08,PR09,PR10,RT01,RT02,RT04,RT05,SA02,SA03,SA04,SA05,SS01,SS02,SS03,SS04,SS05,SS06
RET=$(($RET + $?)) ; echo $MSG "DONE"
MSG='Partially validate docstrings (PR02)' ; echo $MSG
$BASE_DIR/scripts/validate_docstrings.py --format=actions --errors=PR02 --ignore_functions \
pandas.Series.dt.as_unit\
pandas.Series.dt.to_period\
pandas.Series.dt.tz_localize\
pandas.Series.dt.tz_convert\
pandas.Series.dt.strftime\
pandas.Series.dt.round\
pandas.Series.dt.floor\
pandas.Series.dt.ceil\
pandas.Series.dt.month_name\
pandas.Series.dt.day_name\
pandas.Series.cat.rename_categories\
pandas.Series.cat.reorder_categories\
pandas.Series.cat.add_categories\
pandas.Series.cat.remove_categories\
pandas.Series.cat.set_categories\
pandas.Series.plot\
pandas.DataFrame.plot\
pandas.tseries.offsets.DateOffset\
pandas.tseries.offsets.BusinessDay\
pandas.tseries.offsets.BDay\
pandas.tseries.offsets.BusinessHour\
pandas.tseries.offsets.CustomBusinessDay\
pandas.tseries.offsets.CDay\
pandas.tseries.offsets.CustomBusinessHour\
pandas.tseries.offsets.MonthEnd\
pandas.tseries.offsets.MonthBegin\
pandas.tseries.offsets.BusinessMonthEnd\
pandas.tseries.offsets.BMonthEnd\
pandas.tseries.offsets.BusinessMonthBegin\
pandas.tseries.offsets.BMonthBegin\
pandas.tseries.offsets.CustomBusinessMonthEnd\
pandas.tseries.offsets.CBMonthEnd\
pandas.tseries.offsets.CustomBusinessMonthBegin\
pandas.tseries.offsets.CBMonthBegin\
pandas.tseries.offsets.SemiMonthEnd\
pandas.tseries.offsets.SemiMonthBegin\
pandas.tseries.offsets.Week\
pandas.tseries.offsets.WeekOfMonth\
pandas.tseries.offsets.LastWeekOfMonth\
pandas.tseries.offsets.BQuarterEnd\
pandas.tseries.offsets.BQuarterBegin\
pandas.tseries.offsets.QuarterEnd\
pandas.tseries.offsets.QuarterBegin\
pandas.tseries.offsets.BYearEnd\
pandas.tseries.offsets.BYearBegin\
pandas.tseries.offsets.YearEnd\
pandas.tseries.offsets.YearBegin\
pandas.tseries.offsets.FY5253\
pandas.tseries.offsets.FY5253Quarter\
pandas.tseries.offsets.Easter\
pandas.tseries.offsets.Day\
pandas.tseries.offsets.Hour\
pandas.tseries.offsets.Minute\
pandas.tseries.offsets.Second\
pandas.tseries.offsets.Milli\
pandas.tseries.offsets.Micro\
pandas.tseries.offsets.Nano\
pandas.Timestamp.max\
pandas.Timestamp.min\
pandas.Timestamp.resolution\
pandas.Timedelta.max\
pandas.Timedelta.min\
pandas.Timedelta.resolution\
pandas.Interval\
pandas.Grouper\
pandas.core.groupby.DataFrameGroupBy.nth\
pandas.core.groupby.SeriesGroupBy.nth\
pandas.core.groupby.DataFrameGroupBy.plot\
pandas.core.groupby.SeriesGroupBy.plot # There should be no backslash in the final line, please keep this comment in the last ignored function
RET=$(($RET + $?)) ; echo $MSG "DONE"
MSG='Partially validate docstrings (GL08)' ; echo $MSG
$BASE_DIR/scripts/validate_docstrings.py --format=actions --errors=GL08 --ignore_functions \
pandas.ExcelFile.book\
pandas.ExcelFile.sheet_names\
pandas.Index.empty\
pandas.Index.names\
pandas.Index.view\
pandas.IntervalIndex.left\
pandas.IntervalIndex.length\
pandas.IntervalIndex.mid\
pandas.IntervalIndex.right\
pandas.MultiIndex.codes\
pandas.Period.freq\
pandas.Period.ordinal\
pandas.PeriodIndex.freq\
pandas.PeriodIndex.qyear\
pandas.Series.dt\
pandas.Series.dt.as_unit\
pandas.Series.dt.freq\
pandas.Series.dt.qyear\
pandas.Series.dt.unit\
pandas.Series.empty\
pandas.Timedelta.microseconds\
pandas.Timedelta.unit\
pandas.Timedelta.value\
pandas.Timestamp.day\
pandas.Timestamp.fold\
pandas.Timestamp.hour\
pandas.Timestamp.microsecond\
pandas.Timestamp.minute\
pandas.Timestamp.month\
pandas.Timestamp.nanosecond\
pandas.Timestamp.second\
pandas.Timestamp.tzinfo\
pandas.Timestamp.value\
pandas.Timestamp.year\
pandas.tseries.offsets.BQuarterBegin.is_anchored\
pandas.tseries.offsets.BQuarterBegin.is_on_offset\
pandas.tseries.offsets.BQuarterBegin.n\
pandas.tseries.offsets.BQuarterBegin.nanos\
pandas.tseries.offsets.BQuarterBegin.normalize\
pandas.tseries.offsets.BQuarterBegin.rule_code\
pandas.tseries.offsets.BQuarterBegin.startingMonth\
pandas.tseries.offsets.BQuarterEnd.is_anchored\
pandas.tseries.offsets.BQuarterEnd.is_on_offset\
pandas.tseries.offsets.BQuarterEnd.n\
pandas.tseries.offsets.BQuarterEnd.nanos\
pandas.tseries.offsets.BQuarterEnd.normalize\
pandas.tseries.offsets.BQuarterEnd.rule_code\
pandas.tseries.offsets.BQuarterEnd.startingMonth\
pandas.tseries.offsets.BYearBegin.is_on_offset\
pandas.tseries.offsets.BYearBegin.month\
pandas.tseries.offsets.BYearBegin.n\
pandas.tseries.offsets.BYearBegin.nanos\
pandas.tseries.offsets.BYearBegin.normalize\
pandas.tseries.offsets.BYearBegin.rule_code\
pandas.tseries.offsets.BYearEnd.is_on_offset\
pandas.tseries.offsets.BYearEnd.month\
pandas.tseries.offsets.BYearEnd.n\
pandas.tseries.offsets.BYearEnd.nanos\
pandas.tseries.offsets.BYearEnd.normalize\
pandas.tseries.offsets.BYearEnd.rule_code\
pandas.tseries.offsets.BusinessDay.calendar\
pandas.tseries.offsets.BusinessDay.holidays\
pandas.tseries.offsets.BusinessDay.is_on_offset\
pandas.tseries.offsets.BusinessDay.n\
pandas.tseries.offsets.BusinessDay.nanos\
pandas.tseries.offsets.BusinessDay.normalize\
pandas.tseries.offsets.BusinessDay.rule_code\
pandas.tseries.offsets.BusinessDay.weekmask\
pandas.tseries.offsets.BusinessHour.calendar\
pandas.tseries.offsets.BusinessHour.end\
pandas.tseries.offsets.BusinessHour.holidays\
pandas.tseries.offsets.BusinessHour.is_on_offset\
pandas.tseries.offsets.BusinessHour.n\
pandas.tseries.offsets.BusinessHour.nanos\
pandas.tseries.offsets.BusinessHour.normalize\
pandas.tseries.offsets.BusinessHour.rule_code\
pandas.tseries.offsets.BusinessHour.start\
pandas.tseries.offsets.BusinessHour.weekmask\
pandas.tseries.offsets.BusinessMonthBegin.is_on_offset\
pandas.tseries.offsets.BusinessMonthBegin.n\
pandas.tseries.offsets.BusinessMonthBegin.nanos\
pandas.tseries.offsets.BusinessMonthBegin.normalize\
pandas.tseries.offsets.BusinessMonthBegin.rule_code\
pandas.tseries.offsets.BusinessMonthEnd.is_on_offset\
pandas.tseries.offsets.BusinessMonthEnd.n\
pandas.tseries.offsets.BusinessMonthEnd.nanos\
pandas.tseries.offsets.BusinessMonthEnd.normalize\
pandas.tseries.offsets.BusinessMonthEnd.rule_code\
pandas.tseries.offsets.CustomBusinessDay.calendar\
pandas.tseries.offsets.CustomBusinessDay.holidays\
pandas.tseries.offsets.CustomBusinessDay.is_on_offset\
pandas.tseries.offsets.CustomBusinessDay.n\
pandas.tseries.offsets.CustomBusinessDay.nanos\
pandas.tseries.offsets.CustomBusinessDay.normalize\
pandas.tseries.offsets.CustomBusinessDay.rule_code\
pandas.tseries.offsets.CustomBusinessDay.weekmask\
pandas.tseries.offsets.CustomBusinessHour.calendar\
pandas.tseries.offsets.CustomBusinessHour.end\
pandas.tseries.offsets.CustomBusinessHour.holidays\
pandas.tseries.offsets.CustomBusinessHour.is_on_offset\
pandas.tseries.offsets.CustomBusinessHour.n\
pandas.tseries.offsets.CustomBusinessHour.nanos\
pandas.tseries.offsets.CustomBusinessHour.normalize\
pandas.tseries.offsets.CustomBusinessHour.rule_code\
pandas.tseries.offsets.CustomBusinessHour.start\
pandas.tseries.offsets.CustomBusinessHour.weekmask\
pandas.tseries.offsets.CustomBusinessMonthBegin.calendar\
pandas.tseries.offsets.CustomBusinessMonthBegin.holidays\
pandas.tseries.offsets.CustomBusinessMonthBegin.m_offset\
pandas.tseries.offsets.CustomBusinessMonthBegin.n\
pandas.tseries.offsets.CustomBusinessMonthBegin.nanos\
pandas.tseries.offsets.CustomBusinessMonthBegin.normalize\
pandas.tseries.offsets.CustomBusinessMonthBegin.rule_code\
pandas.tseries.offsets.CustomBusinessMonthBegin.weekmask\
pandas.tseries.offsets.CustomBusinessMonthEnd.calendar\
pandas.tseries.offsets.CustomBusinessMonthEnd.holidays\
pandas.tseries.offsets.CustomBusinessMonthEnd.m_offset\
pandas.tseries.offsets.CustomBusinessMonthEnd.n\
pandas.tseries.offsets.CustomBusinessMonthEnd.nanos\
pandas.tseries.offsets.CustomBusinessMonthEnd.normalize\
pandas.tseries.offsets.CustomBusinessMonthEnd.rule_code\
pandas.tseries.offsets.CustomBusinessMonthEnd.weekmask\
pandas.tseries.offsets.DateOffset.is_on_offset\
pandas.tseries.offsets.DateOffset.n\
pandas.tseries.offsets.DateOffset.nanos\
pandas.tseries.offsets.DateOffset.normalize\
pandas.tseries.offsets.DateOffset.rule_code\
pandas.tseries.offsets.Day.delta\
pandas.tseries.offsets.Day.is_on_offset\
pandas.tseries.offsets.Day.n\
pandas.tseries.offsets.Day.normalize\
pandas.tseries.offsets.Day.rule_code\
pandas.tseries.offsets.Easter.is_on_offset\
pandas.tseries.offsets.Easter.n\
pandas.tseries.offsets.Easter.nanos\
pandas.tseries.offsets.Easter.normalize\
pandas.tseries.offsets.Easter.rule_code\
pandas.tseries.offsets.FY5253.get_rule_code_suffix\
pandas.tseries.offsets.FY5253.get_year_end\
pandas.tseries.offsets.FY5253.is_anchored\
pandas.tseries.offsets.FY5253.is_on_offset\
pandas.tseries.offsets.FY5253.n\
pandas.tseries.offsets.FY5253.nanos\
pandas.tseries.offsets.FY5253.normalize\
pandas.tseries.offsets.FY5253.rule_code\
pandas.tseries.offsets.FY5253.startingMonth\
pandas.tseries.offsets.FY5253.variation\
pandas.tseries.offsets.FY5253.weekday\
pandas.tseries.offsets.FY5253Quarter.get_rule_code_suffix\
pandas.tseries.offsets.FY5253Quarter.get_weeks\
pandas.tseries.offsets.FY5253Quarter.is_anchored\
pandas.tseries.offsets.FY5253Quarter.is_on_offset\
pandas.tseries.offsets.FY5253Quarter.n\
pandas.tseries.offsets.FY5253Quarter.nanos\
pandas.tseries.offsets.FY5253Quarter.normalize\
pandas.tseries.offsets.FY5253Quarter.qtr_with_extra_week\
pandas.tseries.offsets.FY5253Quarter.rule_code\
pandas.tseries.offsets.FY5253Quarter.startingMonth\
pandas.tseries.offsets.FY5253Quarter.variation\
pandas.tseries.offsets.FY5253Quarter.weekday\
pandas.tseries.offsets.FY5253Quarter.year_has_extra_week\
pandas.tseries.offsets.Hour.delta\
pandas.tseries.offsets.Hour.is_on_offset\
pandas.tseries.offsets.Hour.n\
pandas.tseries.offsets.Hour.normalize\
pandas.tseries.offsets.Hour.rule_code\
pandas.tseries.offsets.LastWeekOfMonth.is_on_offset\
pandas.tseries.offsets.LastWeekOfMonth.n\
pandas.tseries.offsets.LastWeekOfMonth.nanos\
pandas.tseries.offsets.LastWeekOfMonth.normalize\
pandas.tseries.offsets.LastWeekOfMonth.rule_code\
pandas.tseries.offsets.LastWeekOfMonth.week\
pandas.tseries.offsets.LastWeekOfMonth.weekday\
pandas.tseries.offsets.Micro.delta\
pandas.tseries.offsets.Micro.is_on_offset\
pandas.tseries.offsets.Micro.n\
pandas.tseries.offsets.Micro.normalize\
pandas.tseries.offsets.Micro.rule_code\
pandas.tseries.offsets.Milli.delta\
pandas.tseries.offsets.Milli.is_on_offset\
pandas.tseries.offsets.Milli.n\
pandas.tseries.offsets.Milli.normalize\
pandas.tseries.offsets.Milli.rule_code\
pandas.tseries.offsets.Minute.delta\
pandas.tseries.offsets.Minute.is_on_offset\
pandas.tseries.offsets.Minute.n\
pandas.tseries.offsets.Minute.normalize\
pandas.tseries.offsets.Minute.rule_code\
pandas.tseries.offsets.MonthBegin.is_on_offset\
pandas.tseries.offsets.MonthBegin.n\
pandas.tseries.offsets.MonthBegin.nanos\
pandas.tseries.offsets.MonthBegin.normalize\
pandas.tseries.offsets.MonthBegin.rule_code\
pandas.tseries.offsets.MonthEnd.is_on_offset\
pandas.tseries.offsets.MonthEnd.n\
pandas.tseries.offsets.MonthEnd.nanos\
pandas.tseries.offsets.MonthEnd.normalize\
pandas.tseries.offsets.MonthEnd.rule_code\
pandas.tseries.offsets.Nano.delta\
pandas.tseries.offsets.Nano.is_on_offset\
pandas.tseries.offsets.Nano.n\
pandas.tseries.offsets.Nano.normalize\
pandas.tseries.offsets.Nano.rule_code\
pandas.tseries.offsets.QuarterBegin.is_anchored\
pandas.tseries.offsets.QuarterBegin.is_on_offset\
pandas.tseries.offsets.QuarterBegin.n\
pandas.tseries.offsets.QuarterBegin.nanos\
pandas.tseries.offsets.QuarterBegin.normalize\
pandas.tseries.offsets.QuarterBegin.rule_code\
pandas.tseries.offsets.QuarterBegin.startingMonth\
pandas.tseries.offsets.QuarterEnd.is_anchored\
pandas.tseries.offsets.QuarterEnd.is_on_offset\
pandas.tseries.offsets.QuarterEnd.n\
pandas.tseries.offsets.QuarterEnd.nanos\
pandas.tseries.offsets.QuarterEnd.normalize\
pandas.tseries.offsets.QuarterEnd.rule_code\
pandas.tseries.offsets.QuarterEnd.startingMonth\
pandas.tseries.offsets.Second.delta\
pandas.tseries.offsets.Second.is_on_offset\
pandas.tseries.offsets.Second.n\
pandas.tseries.offsets.Second.normalize\
pandas.tseries.offsets.Second.rule_code\
pandas.tseries.offsets.SemiMonthBegin.day_of_month\
pandas.tseries.offsets.SemiMonthBegin.is_on_offset\
pandas.tseries.offsets.SemiMonthBegin.n\
pandas.tseries.offsets.SemiMonthBegin.nanos\
pandas.tseries.offsets.SemiMonthBegin.normalize\
pandas.tseries.offsets.SemiMonthBegin.rule_code\
pandas.tseries.offsets.SemiMonthEnd.day_of_month\
pandas.tseries.offsets.SemiMonthEnd.is_on_offset\
pandas.tseries.offsets.SemiMonthEnd.n\
pandas.tseries.offsets.SemiMonthEnd.nanos\
pandas.tseries.offsets.SemiMonthEnd.normalize\
pandas.tseries.offsets.SemiMonthEnd.rule_code\
pandas.tseries.offsets.Tick\
pandas.tseries.offsets.Tick.delta\
pandas.tseries.offsets.Tick.is_on_offset\
pandas.tseries.offsets.Tick.n\
pandas.tseries.offsets.Tick.normalize\
pandas.tseries.offsets.Tick.rule_code\
pandas.tseries.offsets.Week.is_anchored\
pandas.tseries.offsets.Week.is_on_offset\
pandas.tseries.offsets.Week.n\
pandas.tseries.offsets.Week.nanos\
pandas.tseries.offsets.Week.normalize\
pandas.tseries.offsets.Week.rule_code\
pandas.tseries.offsets.Week.weekday\
pandas.tseries.offsets.WeekOfMonth.is_on_offset\
pandas.tseries.offsets.WeekOfMonth.n\
pandas.tseries.offsets.WeekOfMonth.nanos\
pandas.tseries.offsets.WeekOfMonth.normalize\
pandas.tseries.offsets.WeekOfMonth.rule_code\
pandas.tseries.offsets.WeekOfMonth.week\
pandas.tseries.offsets.WeekOfMonth.weekday\
pandas.tseries.offsets.YearBegin.is_on_offset\
pandas.tseries.offsets.YearBegin.month\
pandas.tseries.offsets.YearBegin.n\
pandas.tseries.offsets.YearBegin.nanos\
pandas.tseries.offsets.YearBegin.normalize\
pandas.tseries.offsets.YearBegin.rule_code\
pandas.tseries.offsets.YearEnd.is_on_offset\
pandas.tseries.offsets.YearEnd.month\
pandas.tseries.offsets.YearEnd.n\
pandas.tseries.offsets.YearEnd.nanos\
pandas.tseries.offsets.YearEnd.normalize\
pandas.tseries.offsets.YearEnd.rule_code # There should be no backslash in the final line, please keep this comment in the last ignored function
RET=$(($RET + $?)) ; echo $MSG "DONE"
MSG='Partially validate docstrings (PR01)' ; echo $MSG
$BASE_DIR/scripts/validate_docstrings.py --format=actions --errors=PR01 --ignore_functions \
pandas.DataFrame.at_time\
pandas.DataFrame.backfill\
pandas.DataFrame.get\
pandas.DataFrame.pad\
pandas.DataFrame.sem\
pandas.DataFrame.sparse\
pandas.DataFrame.std\
pandas.DataFrame.swapaxes\
pandas.DataFrame.var\
pandas.DatetimeIndex.indexer_at_time\
pandas.DatetimeIndex.snap\
pandas.DatetimeIndex.std\
pandas.ExcelFile\
pandas.ExcelFile.parse\
pandas.HDFStore.append\
pandas.HDFStore.put\
pandas.Index.get_indexer_for\
pandas.Index.identical\
pandas.Index.putmask\
pandas.Index.ravel\
pandas.Index.str\
pandas.Index.take\
pandas.IntervalDtype\
pandas.MultiIndex\
pandas.Period.strftime\
pandas.RangeIndex.from_range\
pandas.Series.at_time\
pandas.Series.backfill\
pandas.Series.cat.add_categories\
pandas.Series.cat.as_ordered\
pandas.Series.cat.as_unordered\
pandas.Series.cat.remove_categories\
pandas.Series.cat.remove_unused_categories\
pandas.Series.cat.rename_categories\
pandas.Series.cat.reorder_categories\
pandas.Series.cat.set_categories\
pandas.Series.dt.as_unit\
pandas.Series.dt.ceil\
pandas.Series.dt.day_name\
pandas.Series.dt.floor\
pandas.Series.dt.month_name\
pandas.Series.dt.normalize\
pandas.Series.dt.round\
pandas.Series.dt.strftime\
pandas.Series.dt.to_period\
pandas.Series.dt.total_seconds\
pandas.Series.dt.tz_convert\
pandas.Series.dt.tz_localize\
pandas.Series.get\
pandas.Series.pad\
pandas.Series.sem\
pandas.Series.sparse\
pandas.Series.std\
pandas.Series.str\
pandas.Series.str.wrap\
pandas.Series.var\
pandas.Timedelta.to_numpy\
pandas.TimedeltaIndex\
pandas.Timestamp.combine\
pandas.Timestamp.fromtimestamp\
pandas.Timestamp.strptime\
pandas.Timestamp.to_numpy\
pandas.Timestamp.to_period\
pandas.Timestamp.to_pydatetime\
pandas.Timestamp.utcfromtimestamp\
pandas.api.extensions.ExtensionArray._pad_or_backfill\
pandas.api.extensions.ExtensionArray.interpolate\
pandas.api.indexers.BaseIndexer\
pandas.api.indexers.FixedForwardWindowIndexer\
pandas.api.indexers.VariableOffsetWindowIndexer\
pandas.api.types.is_bool\
pandas.api.types.is_complex\
pandas.api.types.is_float\
pandas.api.types.is_hashable\
pandas.api.types.is_integer\
pandas.core.groupby.SeriesGroupBy.filter\
pandas.core.resample.Resampler.max\
pandas.core.resample.Resampler.min\
pandas.core.resample.Resampler.quantile\
pandas.core.resample.Resampler.transform\
pandas.core.window.expanding.Expanding.corr\
pandas.core.window.expanding.Expanding.count\
pandas.core.window.rolling.Rolling.max\
pandas.core.window.rolling.Window.std\
pandas.core.window.rolling.Window.var\
pandas.errors.AbstractMethodError\
pandas.errors.UndefinedVariableError\
pandas.get_option\
pandas.io.formats.style.Styler.to_excel\
pandas.melt\
pandas.option_context\
pandas.read_fwf\
pandas.reset_option\
pandas.tseries.offsets.BQuarterBegin.is_month_end\
pandas.tseries.offsets.BQuarterBegin.is_month_start\
pandas.tseries.offsets.BQuarterBegin.is_quarter_end\
pandas.tseries.offsets.BQuarterBegin.is_quarter_start\
pandas.tseries.offsets.BQuarterBegin.is_year_end\
pandas.tseries.offsets.BQuarterBegin.is_year_start\
pandas.tseries.offsets.BQuarterEnd.is_month_end\
pandas.tseries.offsets.BQuarterEnd.is_month_start\
pandas.tseries.offsets.BQuarterEnd.is_quarter_end\
pandas.tseries.offsets.BQuarterEnd.is_quarter_start\
pandas.tseries.offsets.BQuarterEnd.is_year_end\
pandas.tseries.offsets.BQuarterEnd.is_year_start\
pandas.tseries.offsets.BYearBegin.is_month_end\
pandas.tseries.offsets.BYearBegin.is_month_start\
pandas.tseries.offsets.BYearBegin.is_quarter_end\
pandas.tseries.offsets.BYearBegin.is_quarter_start\
pandas.tseries.offsets.BYearBegin.is_year_end\
pandas.tseries.offsets.BYearBegin.is_year_start\
pandas.tseries.offsets.BYearEnd.is_month_end\
pandas.tseries.offsets.BYearEnd.is_month_start\
pandas.tseries.offsets.BYearEnd.is_quarter_end\
pandas.tseries.offsets.BYearEnd.is_quarter_start\
pandas.tseries.offsets.BYearEnd.is_year_end\
pandas.tseries.offsets.BYearEnd.is_year_start\
pandas.tseries.offsets.BusinessDay.is_month_end\
pandas.tseries.offsets.BusinessDay.is_month_start\
pandas.tseries.offsets.BusinessDay.is_quarter_end\
pandas.tseries.offsets.BusinessDay.is_quarter_start\
pandas.tseries.offsets.BusinessDay.is_year_end\
pandas.tseries.offsets.BusinessDay.is_year_start\
pandas.tseries.offsets.BusinessHour.is_month_end\
pandas.tseries.offsets.BusinessHour.is_month_start\
pandas.tseries.offsets.BusinessHour.is_quarter_end\
pandas.tseries.offsets.BusinessHour.is_quarter_start\
pandas.tseries.offsets.BusinessHour.is_year_end\
pandas.tseries.offsets.BusinessHour.is_year_start\
pandas.tseries.offsets.BusinessMonthBegin.is_month_end\
pandas.tseries.offsets.BusinessMonthBegin.is_month_start\
pandas.tseries.offsets.BusinessMonthBegin.is_quarter_end\
pandas.tseries.offsets.BusinessMonthBegin.is_quarter_start\
pandas.tseries.offsets.BusinessMonthBegin.is_year_end\
pandas.tseries.offsets.BusinessMonthBegin.is_year_start\
pandas.tseries.offsets.BusinessMonthEnd.is_month_end\
pandas.tseries.offsets.BusinessMonthEnd.is_month_start\
pandas.tseries.offsets.BusinessMonthEnd.is_quarter_end\
pandas.tseries.offsets.BusinessMonthEnd.is_quarter_start\
pandas.tseries.offsets.BusinessMonthEnd.is_year_end\
pandas.tseries.offsets.BusinessMonthEnd.is_year_start\
pandas.tseries.offsets.CustomBusinessDay.is_month_end\
pandas.tseries.offsets.CustomBusinessDay.is_month_start\
pandas.tseries.offsets.CustomBusinessDay.is_quarter_end\
pandas.tseries.offsets.CustomBusinessDay.is_quarter_start\
pandas.tseries.offsets.CustomBusinessDay.is_year_end\
pandas.tseries.offsets.CustomBusinessDay.is_year_start\
pandas.tseries.offsets.CustomBusinessHour.is_month_end\
pandas.tseries.offsets.CustomBusinessHour.is_month_start\
pandas.tseries.offsets.CustomBusinessHour.is_quarter_end\
pandas.tseries.offsets.CustomBusinessHour.is_quarter_start\
pandas.tseries.offsets.CustomBusinessHour.is_year_end\
pandas.tseries.offsets.CustomBusinessHour.is_year_start\
pandas.tseries.offsets.CustomBusinessMonthBegin.is_month_end\
pandas.tseries.offsets.CustomBusinessMonthBegin.is_month_start\
pandas.tseries.offsets.CustomBusinessMonthBegin.is_quarter_end\
pandas.tseries.offsets.CustomBusinessMonthBegin.is_quarter_start\
pandas.tseries.offsets.CustomBusinessMonthBegin.is_year_end\
pandas.tseries.offsets.CustomBusinessMonthBegin.is_year_start\
pandas.tseries.offsets.CustomBusinessMonthEnd.is_month_end\
pandas.tseries.offsets.CustomBusinessMonthEnd.is_month_start\
pandas.tseries.offsets.CustomBusinessMonthEnd.is_quarter_end\
pandas.tseries.offsets.CustomBusinessMonthEnd.is_quarter_start\
pandas.tseries.offsets.CustomBusinessMonthEnd.is_year_end\
pandas.tseries.offsets.CustomBusinessMonthEnd.is_year_start\
pandas.tseries.offsets.DateOffset.is_month_end\
pandas.tseries.offsets.DateOffset.is_month_start\
pandas.tseries.offsets.DateOffset.is_quarter_end\
pandas.tseries.offsets.DateOffset.is_quarter_start\
pandas.tseries.offsets.DateOffset.is_year_end\
pandas.tseries.offsets.DateOffset.is_year_start\
pandas.tseries.offsets.Day.is_month_end\
pandas.tseries.offsets.Day.is_month_start\
pandas.tseries.offsets.Day.is_quarter_end\
pandas.tseries.offsets.Day.is_quarter_start\
pandas.tseries.offsets.Day.is_year_end\
pandas.tseries.offsets.Day.is_year_start\
pandas.tseries.offsets.Easter.is_month_end\
pandas.tseries.offsets.Easter.is_month_start\
pandas.tseries.offsets.Easter.is_quarter_end\
pandas.tseries.offsets.Easter.is_quarter_start\
pandas.tseries.offsets.Easter.is_year_end\
pandas.tseries.offsets.Easter.is_year_start\
pandas.tseries.offsets.FY5253.is_month_end\
pandas.tseries.offsets.FY5253.is_month_start\
pandas.tseries.offsets.FY5253.is_quarter_end\
pandas.tseries.offsets.FY5253.is_quarter_start\
pandas.tseries.offsets.FY5253.is_year_end\
pandas.tseries.offsets.FY5253.is_year_start\
pandas.tseries.offsets.FY5253Quarter.is_month_end\
pandas.tseries.offsets.FY5253Quarter.is_month_start\
pandas.tseries.offsets.FY5253Quarter.is_quarter_end\
pandas.tseries.offsets.FY5253Quarter.is_quarter_start\
pandas.tseries.offsets.FY5253Quarter.is_year_end\
pandas.tseries.offsets.FY5253Quarter.is_year_start\
pandas.tseries.offsets.Hour.is_month_end\
pandas.tseries.offsets.Hour.is_month_start\
pandas.tseries.offsets.Hour.is_quarter_end\
pandas.tseries.offsets.Hour.is_quarter_start\
pandas.tseries.offsets.Hour.is_year_end\
pandas.tseries.offsets.Hour.is_year_start\
pandas.tseries.offsets.LastWeekOfMonth.is_month_end\
pandas.tseries.offsets.LastWeekOfMonth.is_month_start\
pandas.tseries.offsets.LastWeekOfMonth.is_quarter_end\
pandas.tseries.offsets.LastWeekOfMonth.is_quarter_start\
pandas.tseries.offsets.LastWeekOfMonth.is_year_end\
pandas.tseries.offsets.LastWeekOfMonth.is_year_start\
pandas.tseries.offsets.Micro.is_month_end\
pandas.tseries.offsets.Micro.is_month_start\
pandas.tseries.offsets.Micro.is_quarter_end\
pandas.tseries.offsets.Micro.is_quarter_start\
pandas.tseries.offsets.Micro.is_year_end\
pandas.tseries.offsets.Micro.is_year_start\
pandas.tseries.offsets.Milli.is_month_end\
pandas.tseries.offsets.Milli.is_month_start\
pandas.tseries.offsets.Milli.is_quarter_end\
pandas.tseries.offsets.Milli.is_quarter_start\
pandas.tseries.offsets.Milli.is_year_end\
pandas.tseries.offsets.Milli.is_year_start\
pandas.tseries.offsets.Minute.is_month_end\
pandas.tseries.offsets.Minute.is_month_start\
pandas.tseries.offsets.Minute.is_quarter_end\
pandas.tseries.offsets.Minute.is_quarter_start\
pandas.tseries.offsets.Minute.is_year_end\
pandas.tseries.offsets.Minute.is_year_start\
pandas.tseries.offsets.MonthBegin.is_month_end\
pandas.tseries.offsets.MonthBegin.is_month_start\
pandas.tseries.offsets.MonthBegin.is_quarter_end\
pandas.tseries.offsets.MonthBegin.is_quarter_start\
pandas.tseries.offsets.MonthBegin.is_year_end\
pandas.tseries.offsets.MonthBegin.is_year_start\
pandas.tseries.offsets.MonthEnd.is_month_end\
pandas.tseries.offsets.MonthEnd.is_month_start\
pandas.tseries.offsets.MonthEnd.is_quarter_end\
pandas.tseries.offsets.MonthEnd.is_quarter_start\
pandas.tseries.offsets.MonthEnd.is_year_end\
pandas.tseries.offsets.MonthEnd.is_year_start\
pandas.tseries.offsets.Nano.is_month_end\
pandas.tseries.offsets.Nano.is_month_start\
pandas.tseries.offsets.Nano.is_quarter_end\
pandas.tseries.offsets.Nano.is_quarter_start\
pandas.tseries.offsets.Nano.is_year_end\
pandas.tseries.offsets.Nano.is_year_start\
pandas.tseries.offsets.QuarterBegin.is_month_end\
pandas.tseries.offsets.QuarterBegin.is_month_start\
pandas.tseries.offsets.QuarterBegin.is_quarter_end\
pandas.tseries.offsets.QuarterBegin.is_quarter_start\
pandas.tseries.offsets.QuarterBegin.is_year_end\
pandas.tseries.offsets.QuarterBegin.is_year_start\
pandas.tseries.offsets.QuarterEnd.is_month_end\
pandas.tseries.offsets.QuarterEnd.is_month_start\
pandas.tseries.offsets.QuarterEnd.is_quarter_end\
pandas.tseries.offsets.QuarterEnd.is_quarter_start\
pandas.tseries.offsets.QuarterEnd.is_year_end\
pandas.tseries.offsets.QuarterEnd.is_year_start\
pandas.tseries.offsets.Second.is_month_end\
pandas.tseries.offsets.Second.is_month_start\
pandas.tseries.offsets.Second.is_quarter_end\
pandas.tseries.offsets.Second.is_quarter_start\
pandas.tseries.offsets.Second.is_year_end\
pandas.tseries.offsets.Second.is_year_start\
pandas.tseries.offsets.SemiMonthBegin.is_month_end\
pandas.tseries.offsets.SemiMonthBegin.is_month_start\
pandas.tseries.offsets.SemiMonthBegin.is_quarter_end\
pandas.tseries.offsets.SemiMonthBegin.is_quarter_start\
pandas.tseries.offsets.SemiMonthBegin.is_year_end\
pandas.tseries.offsets.SemiMonthBegin.is_year_start\
pandas.tseries.offsets.SemiMonthEnd.is_month_end\
pandas.tseries.offsets.SemiMonthEnd.is_month_start\
pandas.tseries.offsets.SemiMonthEnd.is_quarter_end\
pandas.tseries.offsets.SemiMonthEnd.is_quarter_start\
pandas.tseries.offsets.SemiMonthEnd.is_year_end\
pandas.tseries.offsets.SemiMonthEnd.is_year_start\
pandas.tseries.offsets.Tick.is_month_end\
pandas.tseries.offsets.Tick.is_month_start\
pandas.tseries.offsets.Tick.is_quarter_end\
pandas.tseries.offsets.Tick.is_quarter_start\
pandas.tseries.offsets.Tick.is_year_end\
pandas.tseries.offsets.Tick.is_year_start\
pandas.tseries.offsets.Week.is_month_end\
pandas.tseries.offsets.Week.is_month_start\
pandas.tseries.offsets.Week.is_quarter_end\
pandas.tseries.offsets.Week.is_quarter_start\
pandas.tseries.offsets.Week.is_year_end\
pandas.tseries.offsets.Week.is_year_start\
pandas.tseries.offsets.WeekOfMonth.is_month_end\
pandas.tseries.offsets.WeekOfMonth.is_month_start\
pandas.tseries.offsets.WeekOfMonth.is_quarter_end\
pandas.tseries.offsets.WeekOfMonth.is_quarter_start\
pandas.tseries.offsets.WeekOfMonth.is_year_end\
pandas.tseries.offsets.WeekOfMonth.is_year_start\
pandas.tseries.offsets.YearBegin.is_month_end\
pandas.tseries.offsets.YearBegin.is_month_start\
pandas.tseries.offsets.YearBegin.is_quarter_end\
pandas.tseries.offsets.YearBegin.is_quarter_start\
pandas.tseries.offsets.YearBegin.is_year_end\
pandas.tseries.offsets.YearBegin.is_year_start\
pandas.tseries.offsets.YearEnd.is_month_end\
pandas.tseries.offsets.YearEnd.is_month_start\
pandas.tseries.offsets.YearEnd.is_quarter_end\
pandas.tseries.offsets.YearEnd.is_quarter_start\
pandas.tseries.offsets.YearEnd.is_year_end\
pandas.tseries.offsets.YearEnd.is_year_start # There should be no backslash in the final line, please keep this comment in the last ignored function
RET=$(($RET + $?)) ; echo $MSG "DONE"
MSG='Partially validate docstrings (PR07)' ; echo $MSG
$BASE_DIR/scripts/validate_docstrings.py --format=actions --errors=PR07 --ignore_functions \
pandas.DataFrame.get\
pandas.DataFrame.rolling\
pandas.DataFrame.to_hdf\
pandas.DatetimeIndex.indexer_between_time\
pandas.DatetimeIndex.mean\
pandas.HDFStore.append\
pandas.HDFStore.get\
pandas.HDFStore.put\
pandas.Index\
pandas.Index.append\
pandas.Index.copy\
pandas.Index.difference\
pandas.Index.drop\
pandas.Index.get_indexer\
pandas.Index.get_indexer_non_unique\
pandas.Index.get_loc\
pandas.Index.get_slice_bound\
pandas.Index.insert\
pandas.Index.intersection\
pandas.Index.join\
pandas.Index.reindex\
pandas.Index.slice_indexer\
pandas.Index.symmetric_difference\
pandas.Index.take\
pandas.Index.union\
pandas.IntervalIndex.get_indexer\
pandas.IntervalIndex.get_loc\
pandas.MultiIndex.append\
pandas.MultiIndex.copy\
pandas.MultiIndex.drop\
pandas.MultiIndex.get_indexer\
pandas.MultiIndex.get_loc\
pandas.MultiIndex.get_loc_level\
pandas.MultiIndex.sortlevel\
pandas.PeriodIndex.from_fields\
pandas.RangeIndex\
pandas.Series.add\
pandas.Series.align\
pandas.Series.cat\
pandas.Series.div\
pandas.Series.eq\
pandas.Series.floordiv\
pandas.Series.ge\
pandas.Series.get\
pandas.Series.gt\
pandas.Series.le\
pandas.Series.lt\
pandas.Series.mod\
pandas.Series.mul\
pandas.Series.ne\
pandas.Series.pow\
pandas.Series.radd\
pandas.Series.rdiv\
pandas.Series.rfloordiv\
pandas.Series.rmod\
pandas.Series.rmul\
pandas.Series.rolling\
pandas.Series.rpow\
pandas.Series.rsub\
pandas.Series.rtruediv\
pandas.Series.sparse.from_coo\
pandas.Series.sparse.to_coo\
pandas.Series.str.decode\
pandas.Series.str.encode\
pandas.Series.sub\
pandas.Series.to_hdf\
pandas.Series.truediv\
pandas.Series.update\
pandas.Timedelta\
pandas.Timedelta.max\
pandas.Timedelta.min\
pandas.Timedelta.resolution\
pandas.TimedeltaIndex.mean\
pandas.Timestamp\
pandas.Timestamp.max\
pandas.Timestamp.min\
pandas.Timestamp.replace\
pandas.Timestamp.resolution\
pandas.api.extensions.ExtensionArray._concat_same_type\
pandas.api.extensions.ExtensionArray.insert\
pandas.api.extensions.ExtensionArray.isin\
pandas.api.types.infer_dtype\
pandas.api.types.is_dict_like\
pandas.api.types.is_file_like\
pandas.api.types.is_iterator\
pandas.api.types.is_named_tuple\
pandas.api.types.is_re\
pandas.api.types.is_re_compilable\
pandas.api.types.pandas_dtype\
pandas.arrays.ArrowExtensionArray\
pandas.arrays.SparseArray\
pandas.arrays.TimedeltaArray\
pandas.core.groupby.DataFrameGroupBy.boxplot\
pandas.core.resample.Resampler.quantile\
pandas.io.formats.style.Styler.set_table_attributes\
pandas.io.formats.style.Styler.set_uuid\
pandas.io.json.build_table_schema\
pandas.merge\
pandas.merge_asof\
pandas.merge_ordered\
pandas.pivot\
pandas.pivot_table\
pandas.plotting.parallel_coordinates\
pandas.plotting.scatter_matrix\
pandas.plotting.table\
pandas.qcut\
pandas.testing.assert_index_equal\
pandas.testing.assert_series_equal\
pandas.unique\
pandas.util.hash_array\
pandas.util.hash_pandas_object # There should be no backslash in the final line, please keep this comment in the last ignored function
RET=$(($RET + $?)) ; echo $MSG "DONE"
MSG='Partially validate docstrings (RT03)' ; echo $MSG
$BASE_DIR/scripts/validate_docstrings.py --format=actions --errors=RT03 --ignore_functions \
pandas.DataFrame.expanding\
pandas.DataFrame.filter\
pandas.DataFrame.first_valid_index\
pandas.DataFrame.get\
pandas.DataFrame.hist\
pandas.DataFrame.infer_objects\
pandas.DataFrame.kurt\
pandas.DataFrame.kurtosis\
pandas.DataFrame.last_valid_index\
pandas.DataFrame.mask\
pandas.DataFrame.max\
pandas.DataFrame.mean\
pandas.DataFrame.median\
pandas.DataFrame.min\
pandas.DataFrame.nsmallest\
pandas.DataFrame.nunique\
pandas.DataFrame.pipe\
pandas.DataFrame.plot.box\
pandas.DataFrame.plot.density\
pandas.DataFrame.plot.kde\
pandas.DataFrame.plot.scatter\
pandas.DataFrame.pop\
pandas.DataFrame.prod\
pandas.DataFrame.product\
pandas.DataFrame.reindex\
pandas.DataFrame.reorder_levels\
pandas.DataFrame.sem\
pandas.DataFrame.skew\
pandas.DataFrame.std\
pandas.DataFrame.sum\
pandas.DataFrame.swapaxes\
pandas.DataFrame.to_numpy\
pandas.DataFrame.to_orc\
pandas.DataFrame.to_parquet\
pandas.DataFrame.unstack\
pandas.DataFrame.value_counts\
pandas.DataFrame.var\
pandas.DataFrame.where\
pandas.DatetimeIndex.indexer_at_time\
pandas.DatetimeIndex.indexer_between_time\
pandas.DatetimeIndex.snap\
pandas.DatetimeIndex.std\
pandas.DatetimeIndex.to_period\
pandas.DatetimeIndex.to_pydatetime\
pandas.DatetimeIndex.tz_convert\
pandas.HDFStore.info\
pandas.Index.append\
pandas.Index.difference\
pandas.Index.drop_duplicates\
pandas.Index.droplevel\
pandas.Index.dropna\
pandas.Index.duplicated\
pandas.Index.fillna\
pandas.Index.get_loc\
pandas.Index.insert\
pandas.Index.intersection\
pandas.Index.join\
pandas.Index.memory_usage\
pandas.Index.nunique\
pandas.Index.putmask\
pandas.Index.ravel\
pandas.Index.slice_indexer\
pandas.Index.slice_locs\
pandas.Index.symmetric_difference\
pandas.Index.to_list\
pandas.Index.union\
pandas.Index.unique\
pandas.Index.value_counts\
pandas.IntervalIndex.contains\
pandas.IntervalIndex.get_loc\
pandas.IntervalIndex.set_closed\
pandas.IntervalIndex.to_tuples\
pandas.MultiIndex.copy\
pandas.MultiIndex.drop\
pandas.MultiIndex.droplevel\
pandas.MultiIndex.remove_unused_levels\
pandas.MultiIndex.reorder_levels\
pandas.MultiIndex.set_levels\
pandas.MultiIndex.to_frame\
pandas.PeriodIndex.to_timestamp\
pandas.Series.__iter__\
pandas.Series.astype\
pandas.Series.at_time\
pandas.Series.case_when\
pandas.Series.cat.set_categories\
pandas.Series.dt.to_period\
pandas.Series.dt.tz_convert\
pandas.Series.ewm\
pandas.Series.expanding\
pandas.Series.filter\
pandas.Series.first_valid_index\
pandas.Series.get\
pandas.Series.infer_objects\
pandas.Series.kurt\
pandas.Series.kurtosis\
pandas.Series.last_valid_index\
pandas.Series.mask\
pandas.Series.max\
pandas.Series.mean\
pandas.Series.median\
pandas.Series.min\
pandas.Series.nunique\
pandas.Series.pipe\
pandas.Series.plot.box\
pandas.Series.plot.density\
pandas.Series.plot.kde\
pandas.Series.pop\
pandas.Series.prod\
pandas.Series.product\
pandas.Series.reindex\
pandas.Series.reorder_levels\
pandas.Series.sem\
pandas.Series.skew\
pandas.Series.sparse.to_coo\
pandas.Series.std\
pandas.Series.str.capitalize\
pandas.Series.str.casefold\
pandas.Series.str.center\
pandas.Series.str.decode\
pandas.Series.str.encode\
pandas.Series.str.find\
pandas.Series.str.fullmatch\
pandas.Series.str.get\
pandas.Series.str.index\
pandas.Series.str.ljust\
pandas.Series.str.lower\
pandas.Series.str.lstrip\
pandas.Series.str.match\
pandas.Series.str.normalize\
pandas.Series.str.partition\
pandas.Series.str.rfind\
pandas.Series.str.rindex\
pandas.Series.str.rjust\
pandas.Series.str.rpartition\
pandas.Series.str.rstrip\
pandas.Series.str.strip\
pandas.Series.str.swapcase\
pandas.Series.str.title\
pandas.Series.str.translate\
pandas.Series.str.upper\
pandas.Series.str.wrap\
pandas.Series.str.zfill\
pandas.Series.sum\
pandas.Series.to_list\
pandas.Series.to_numpy\
pandas.Series.to_timestamp\
pandas.Series.value_counts\
pandas.Series.var\
pandas.Series.where\
pandas.TimedeltaIndex.as_unit\
pandas.TimedeltaIndex.to_pytimedelta\
pandas.api.extensions.ExtensionArray._accumulate\
pandas.api.extensions.ExtensionArray._hash_pandas_object\
pandas.api.extensions.ExtensionArray._pad_or_backfill\
pandas.api.extensions.ExtensionArray._reduce\
pandas.api.extensions.ExtensionArray.copy\
pandas.api.extensions.ExtensionArray.dropna\
pandas.api.extensions.ExtensionArray.duplicated\
pandas.api.extensions.ExtensionArray.insert\
pandas.api.extensions.ExtensionArray.isin\
pandas.api.extensions.ExtensionArray.ravel\
pandas.api.extensions.ExtensionArray.take\