""" Tests for Timestamp parsing, aimed at pandas/_libs/tslibs/parsing.pyx """ from datetime import datetime from dateutil.parser import parse import numpy as np import pytest from pandas._libs.tslibs import parsing from pandas._libs.tslibs.parsing import parse_time_string import pandas.util._test_decorators as td import pandas._testing as tm def test_parse_time_string(): (date, parsed, reso) = parse_time_string("4Q1984") (date_lower, parsed_lower, reso_lower) = parse_time_string("4q1984") assert date == date_lower assert reso == reso_lower assert parsed == parsed_lower def test_parse_time_string_invalid_type(): # Raise on invalid input, don't just return it with pytest.raises(TypeError): parse_time_string((4, 5)) @pytest.mark.parametrize( "dashed,normal", [("1988-Q2", "1988Q2"), ("2Q-1988", "2Q1988")] ) def test_parse_time_quarter_with_dash(dashed, normal): # see gh-9688 (date_dash, parsed_dash, reso_dash) = parse_time_string(dashed) (date, parsed, reso) = parse_time_string(normal) assert date_dash == date assert parsed_dash == parsed assert reso_dash == reso @pytest.mark.parametrize("dashed", ["-2Q1992", "2-Q1992", "4-4Q1992"]) def test_parse_time_quarter_with_dash_error(dashed): msg = "Unknown datetime string format, unable to parse: {dashed}" with pytest.raises(parsing.DateParseError, match=msg.format(dashed=dashed)): parse_time_string(dashed) @pytest.mark.parametrize( "date_string,expected", [ ("123.1234", False), ("-50000", False), ("999", False), ("m", False), ("T", False), ("Mon Sep 16, 2013", True), ("2012-01-01", True), ("01/01/2012", True), ("01012012", True), ("0101", True), ("1-1", True), ], ) def test_does_not_convert_mixed_integer(date_string, expected): assert parsing._does_string_look_like_datetime(date_string) is expected @pytest.mark.parametrize( "date_str,kwargs,msg", [ ( "2013Q5", dict(), ( "Incorrect quarterly string is given, " "quarter must be between 1 and 4: 2013Q5" ), ), # see gh-5418 ( "2013Q1", dict(freq="INVLD-L-DEC-SAT"), ( "Unable to retrieve month information " "from given freq: INVLD-L-DEC-SAT" ), ), ], ) def test_parsers_quarterly_with_freq_error(date_str, kwargs, msg): with pytest.raises(parsing.DateParseError, match=msg): parsing.parse_time_string(date_str, **kwargs) @pytest.mark.parametrize( "date_str,freq,expected", [ ("2013Q2", None, datetime(2013, 4, 1)), ("2013Q2", "A-APR", datetime(2012, 8, 1)), ("2013-Q2", "A-DEC", datetime(2013, 4, 1)), ], ) def test_parsers_quarterly_with_freq(date_str, freq, expected): result, _, _ = parsing.parse_time_string(date_str, freq=freq) assert result == expected @pytest.mark.parametrize( "date_str", ["2Q 2005", "2Q-200A", "2Q-200", "22Q2005", "2Q200.", "6Q-20"] ) def test_parsers_quarter_invalid(date_str): if date_str == "6Q-20": msg = ( "Incorrect quarterly string is given, quarter " "must be between 1 and 4: {date_str}" ) else: msg = "Unknown datetime string format, unable to parse: {date_str}" with pytest.raises(ValueError, match=msg.format(date_str=date_str)): parsing.parse_time_string(date_str) @pytest.mark.parametrize( "date_str,expected", [("201101", datetime(2011, 1, 1, 0, 0)), ("200005", datetime(2000, 5, 1, 0, 0))], ) def test_parsers_month_freq(date_str, expected): result, _, _ = parsing.parse_time_string(date_str, freq="M") assert result == expected @td.skip_if_not_us_locale @pytest.mark.parametrize( "string,fmt", [ ("20111230", "%Y%m%d"), ("2011-12-30", "%Y-%m-%d"), ("30-12-2011", "%d-%m-%Y"), ("2011-12-30 00:00:00", "%Y-%m-%d %H:%M:%S"), ("2011-12-30T00:00:00", "%Y-%m-%dT%H:%M:%S"), ("2011-12-30 00:00:00.000000", "%Y-%m-%d %H:%M:%S.%f"), ], ) def test_guess_datetime_format_with_parseable_formats(string, fmt): result = parsing._guess_datetime_format(string) assert result == fmt @pytest.mark.parametrize("dayfirst,expected", [(True, "%d/%m/%Y"), (False, "%m/%d/%Y")]) def test_guess_datetime_format_with_dayfirst(dayfirst, expected): ambiguous_string = "01/01/2011" result = parsing._guess_datetime_format(ambiguous_string, dayfirst=dayfirst) assert result == expected @td.skip_if_has_locale @pytest.mark.parametrize( "string,fmt", [ ("30/Dec/2011", "%d/%b/%Y"), ("30/December/2011", "%d/%B/%Y"), ("30/Dec/2011 00:00:00", "%d/%b/%Y %H:%M:%S"), ], ) def test_guess_datetime_format_with_locale_specific_formats(string, fmt): result = parsing._guess_datetime_format(string) assert result == fmt @pytest.mark.parametrize( "invalid_dt", [ "2013", "01/2013", "12:00:00", "1/1/1/1", "this_is_not_a_datetime", "51a", 9, datetime(2011, 1, 1), ], ) def test_guess_datetime_format_invalid_inputs(invalid_dt): # A datetime string must include a year, month and a day for it to be # guessable, in addition to being a string that looks like a datetime. assert parsing._guess_datetime_format(invalid_dt) is None @pytest.mark.parametrize( "string,fmt", [ ("2011-1-1", "%Y-%m-%d"), ("1/1/2011", "%m/%d/%Y"), ("30-1-2011", "%d-%m-%Y"), ("2011-1-1 0:0:0", "%Y-%m-%d %H:%M:%S"), ("2011-1-3T00:00:0", "%Y-%m-%dT%H:%M:%S"), ("2011-1-1 00:00:00", "%Y-%m-%d %H:%M:%S"), ], ) def test_guess_datetime_format_no_padding(string, fmt): # see gh-11142 result = parsing._guess_datetime_format(string) assert result == fmt def test_try_parse_dates(): arr = np.array(["5/1/2000", "6/1/2000", "7/1/2000"], dtype=object) result = parsing.try_parse_dates(arr, dayfirst=True) expected = np.array([parse(d, dayfirst=True) for d in arr]) tm.assert_numpy_array_equal(result, expected) def test_parse_time_string_check_instance_type_raise_exception(): # issue 20684 with pytest.raises(TypeError): parse_time_string((1, 2, 3)) result = parse_time_string("2019") expected = (datetime(2019, 1, 1), datetime(2019, 1, 1), "year") assert result == expected