manyi/venv/Lib/site-packages/pandas/tests/tslibs/test_parsing.py

# -*- coding: utf-8 -*-
"""
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

from pandas.util import 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


@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}".format(dashed=dashed))

    with pytest.raises(parsing.DateParseError, match=msg):
        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}".format(date_str=date_str))
    else:
        msg = ("Unknown datetime string format, unable "
               "to parse: {date_str}".format(date_str=date_str))

    with pytest.raises(ValueError, match=msg):
        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)