""" Hypothesis data generator helpers. """ from datetime import datetime from hypothesis import strategies as st from hypothesis.extra.dateutil import timezones as dateutil_timezones from hypothesis.extra.pytz import timezones as pytz_timezones from pandas.compat import is_platform_windows import pandas as pd from pandas.tseries.offsets import ( BMonthBegin, BMonthEnd, BQuarterBegin, BQuarterEnd, BYearBegin, BYearEnd, MonthBegin, MonthEnd, QuarterBegin, QuarterEnd, YearBegin, YearEnd, ) OPTIONAL_INTS = st.lists(st.one_of(st.integers(), st.none()), max_size=10, min_size=3) OPTIONAL_FLOATS = st.lists(st.one_of(st.floats(), st.none()), max_size=10, min_size=3) OPTIONAL_TEXT = st.lists(st.one_of(st.none(), st.text()), max_size=10, min_size=3) OPTIONAL_DICTS = st.lists( st.one_of(st.none(), st.dictionaries(st.text(), st.integers())), max_size=10, min_size=3, ) OPTIONAL_LISTS = st.lists( st.one_of(st.none(), st.lists(st.text(), max_size=10, min_size=3)), max_size=10, min_size=3, ) OPTIONAL_ONE_OF_ALL = st.one_of( OPTIONAL_DICTS, OPTIONAL_FLOATS, OPTIONAL_INTS, OPTIONAL_LISTS, OPTIONAL_TEXT ) if is_platform_windows(): DATETIME_NO_TZ = st.datetimes(min_value=datetime(1900, 1, 1)) else: DATETIME_NO_TZ = st.datetimes() DATETIME_JAN_1_1900_OPTIONAL_TZ = st.datetimes( min_value=pd.Timestamp( 1900, 1, 1 ).to_pydatetime(), # pyright: ignore[reportGeneralTypeIssues] max_value=pd.Timestamp( 1900, 1, 1 ).to_pydatetime(), # pyright: ignore[reportGeneralTypeIssues] timezones=st.one_of(st.none(), dateutil_timezones(), pytz_timezones()), ) DATETIME_IN_PD_TIMESTAMP_RANGE_NO_TZ = st.datetimes( min_value=pd.Timestamp.min.to_pydatetime(warn=False), max_value=pd.Timestamp.max.to_pydatetime(warn=False), ) INT_NEG_999_TO_POS_999 = st.integers(-999, 999) # The strategy for each type is registered in conftest.py, as they don't carry # enough runtime information (e.g. type hints) to infer how to build them. YQM_OFFSET = st.one_of( *map( st.from_type, [ MonthBegin, MonthEnd, BMonthBegin, BMonthEnd, QuarterBegin, QuarterEnd, BQuarterBegin, BQuarterEnd, YearBegin, YearEnd, BYearBegin, BYearEnd, ], ) )