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65f2e8434c
...
03a8045400
142
fincal/core.py
142
fincal/core.py
@ -8,8 +8,6 @@ from dataclasses import dataclass
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from numbers import Number
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from numbers import Number
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from typing import Callable, Iterable, List, Literal, Mapping, Sequence, Type
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from typing import Callable, Iterable, List, Literal, Mapping, Sequence, Type
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from dateutil.relativedelta import relativedelta
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from .utils import FincalOptions, _parse_date, _preprocess_timeseries
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from .utils import FincalOptions, _parse_date, _preprocess_timeseries
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@ -114,7 +112,7 @@ class Series(UserList):
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def __init__(
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def __init__(
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self,
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self,
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data: Sequence,
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data: Sequence,
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dtype: Literal["date", "number", "bool"] = None,
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data_type: Literal["date", "number", "bool"],
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date_format: str = None,
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date_format: str = None,
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):
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):
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types_dict: dict = {
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types_dict: dict = {
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@ -125,26 +123,21 @@ class Series(UserList):
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"int": float,
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"int": float,
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"number": float,
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"number": float,
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"bool": bool,
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"bool": bool,
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"Decimal": bool,
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}
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}
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if data_type not in types_dict.keys():
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raise ValueError("Unsupported value for data type")
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if not isinstance(data, Sequence):
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if not isinstance(data, Sequence):
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raise TypeError("Series object can only be created using Sequence types")
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raise TypeError("Series object can only be created using Sequence types")
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if dtype is None:
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if data_type in ["date", "datetime", "datetime.datetime"]:
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if isinstance(data[0], (Number, datetime.datetime, datetime.date, bool)):
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dtype = data[0].__class__.__name__.lower()
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if dtype not in types_dict.keys():
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raise ValueError("Unsupported value for data type")
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if dtype in ["date", "datetime", "datetime.datetime"]:
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data = [_parse_date(i, date_format) for i in data]
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data = [_parse_date(i, date_format) for i in data]
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else:
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else:
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func: Callable = types_dict[dtype]
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func: Callable = types_dict[data_type]
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data: list = [func(i) for i in data]
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data: list = [func(i) for i in data]
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self.dtype: Type = types_dict[dtype]
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self.dtype: Type = types_dict[data_type]
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self.data: Sequence = data
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self.data: Sequence = data
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def __repr__(self):
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def __repr__(self):
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@ -223,55 +216,6 @@ class Series(UserList):
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return Series([i == other for i in self.data], "bool")
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return Series([i == other for i in self.data], "bool")
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def _math_validator(self, other):
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if not isinstance(other, (Series, Number, datetime.timedelta, relativedelta, datetime.datetime, datetime.date)):
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return NotImplemented
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if isinstance(other, Series):
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if len(self) != len(other):
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raise ValueError("Arithmatic operations cannot be performed on objects of different lengths.")
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if self.dtype == bool or other.dtype == bool:
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raise TypeError("Arithmatic operations cannot be performed on boolean series.")
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if self.dtype == float and not other.dtype == float:
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raise TypeError(
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"Arithmatic operation cannot be performed between "
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f"'{self.dtype.__name__}' and '{other.dtype.__name__}'"
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)
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if self.dtype == datetime.datetime:
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raise TypeError(
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"Arithmatic operation cannot be performed between '"
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f"'{self.dtype.__name__}' and '{other.dtype.__name__}'"
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)
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return
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elif self.dtype == float and not isinstance(other, Number):
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raise TypeError(
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f"Arithmatic operation cannot be performed between '{self.dtype}' and '{other.__class__.__name__}'"
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)
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elif self.dtype == datetime.datetime and not isinstance(other, (datetime.timedelta, relativedelta)):
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raise TypeError(
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f"Arithmatic operation cannot be performed between '{self.dtype.__name__}' and "
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f"'{other.__class__.__name__}'\nHint: Try using timedelta or relativedelta objects."
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)
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return other
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def __add__(self, other):
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if self._math_validator(other) == NotImplemented:
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return NotImplemented
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if isinstance(other, Series):
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return self.__class__([j + other[i] for i, j in enumerate(self)], self.dtype.__name__)
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if isinstance(other, (Number, datetime.timedelta, relativedelta)):
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return self.__class__([i + other for i in self], self.dtype.__name__)
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@Mapping.register
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@Mapping.register
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class TimeSeriesCore:
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class TimeSeriesCore:
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@ -696,74 +640,6 @@ class TimeSeriesCore:
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return self.__class__(data, self.frequency.symbol)
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return self.__class__(data, self.frequency.symbol)
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def __radd__(self, other):
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self._arithmatic_validator(other)
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if isinstance(other, TimeSeriesCore):
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other = other.values
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if isinstance(other, Series):
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data = {dt: val + other[i] for i, (dt, val) in enumerate(self.data.items())}
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elif isinstance(other, Number):
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data = {dt: val + other for dt, val in self.data.items()}
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return self.__class__(data, self.frequency.symbol)
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def __rsub__(self, other):
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self._arithmatic_validator(other)
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if isinstance(other, TimeSeriesCore):
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other = other.values
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if isinstance(other, Series):
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data = {dt: other[i] - val for i, (dt, val) in enumerate(self.data.items())}
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elif isinstance(other, Number):
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data = {dt: other - val for dt, val in self.data.items()}
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return self.__class__(data, self.frequency.symbol)
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def __rtruediv__(self, other):
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self._arithmatic_validator(other)
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if isinstance(other, TimeSeriesCore):
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other = other.values
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if isinstance(other, Series):
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data = {dt: other[i] / val for i, (dt, val) in enumerate(self.data.items())}
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elif isinstance(other, Number):
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data = {dt: other / val for dt, val in self.data.items()}
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return self.__class__(data, self.frequency.symbol)
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def __rfloordiv__(self, other):
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self._arithmatic_validator(other)
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if isinstance(other, TimeSeriesCore):
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other = other.values
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if isinstance(other, Series):
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data = {dt: other[i] // val for i, (dt, val) in enumerate(self.data.items())}
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elif isinstance(other, Number):
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data = {dt: other // val for dt, val in self.data.items()}
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return self.__class__(data, self.frequency.symbol)
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def __rmul__(self, other):
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self._arithmatic_validator(other)
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if isinstance(other, TimeSeriesCore):
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other = other.values
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if isinstance(other, Series):
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data = {dt: val * other[i] for i, (dt, val) in enumerate(self.data.items())}
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elif isinstance(other, Number):
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data = {dt: val * other for dt, val in self.data.items()}
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return self.__class__(data, self.frequency.symbol)
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def __rpow__(self, _):
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raise NotImplementedError("This operation is not supported.")
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@date_parser(1)
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@date_parser(1)
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def get(self, date: str | datetime.datetime, default=None, closest=None):
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def get(self, date: str | datetime.datetime, default=None, closest=None):
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@ -823,7 +699,3 @@ class TimeSeriesCore:
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def items(self):
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def items(self):
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return self.data.items()
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return self.data.items()
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def update(self, items: dict):
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for k, v in items.items():
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self[k] = v
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@ -99,7 +99,7 @@ def create_date_series(
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elif date.weekday() < 5:
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elif date.weekday() < 5:
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dates.append(date)
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dates.append(date)
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return Series(dates, dtype="date")
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return Series(dates, data_type="date")
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class TimeSeries(TimeSeriesCore):
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class TimeSeries(TimeSeriesCore):
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@ -86,12 +86,12 @@ class TestAllFrequencies:
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class TestSeries:
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class TestSeries:
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def test_creation(self):
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def test_creation(self):
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series = Series([1, 2, 3, 4, 5, 6, 7], dtype="number")
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series = Series([1, 2, 3, 4, 5, 6, 7], data_type="number")
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assert series.dtype == float
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assert series.dtype == float
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assert series[2] == 3
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assert series[2] == 3
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dates = create_date_series("2021-01-01", "2021-01-31", frequency="D")
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dates = create_date_series("2021-01-01", "2021-01-31", frequency="D")
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series = Series(dates, dtype="date")
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series = Series(dates, data_type="date")
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assert series.dtype == datetime.datetime
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assert series.dtype == datetime.datetime
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@ -292,7 +292,7 @@ class TestTimeSeriesComparisons:
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def test_series_comparison(self):
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def test_series_comparison(self):
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ts1 = TimeSeriesCore(self.data1, "M")
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ts1 = TimeSeriesCore(self.data1, "M")
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ser = Series([240, 210, 240, 270], dtype="int")
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ser = Series([240, 210, 240, 270], data_type="int")
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assert (ts1 > ser).values == Series([0.0, 1.0, 0.0, 0.0], "float")
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assert (ts1 > ser).values == Series([0.0, 1.0, 0.0, 0.0], "float")
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assert (ts1 >= ser).values == Series([0.0, 1.0, 1.0, 0.0], "float")
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assert (ts1 >= ser).values == Series([0.0, 1.0, 1.0, 0.0], "float")
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@ -315,8 +315,8 @@ class TestTimeSeriesComparisons:
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def test_errors(self):
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def test_errors(self):
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ts1 = TimeSeriesCore(self.data1, "M")
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ts1 = TimeSeriesCore(self.data1, "M")
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ts2 = TimeSeriesCore(self.data2, "M")
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ts2 = TimeSeriesCore(self.data2, "M")
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ser = Series([240, 210, 240], dtype="int")
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ser = Series([240, 210, 240], data_type="int")
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ser2 = Series(["2021-01-01", "2021-02-01", "2021-03-01", "2021-04-01"], dtype="date")
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ser2 = Series(["2021-01-01", "2021-02-01", "2021-03-01", "2021-04-01"], data_type="date")
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del ts2["2021-04-01"]
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del ts2["2021-04-01"]
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@ -334,86 +334,3 @@ class TestTimeSeriesComparisons:
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with pytest.raises(TypeError):
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with pytest.raises(TypeError):
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ts2 < [23, 24, 25, 26]
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ts2 < [23, 24, 25, 26]
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class TestTimeSeriesArithmatic:
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data = [
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("2021-01-01", 220),
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("2021-02-01", 230),
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("2021-03-01", 240),
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("2021-04-01", 250),
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]
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def test_add(self):
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ts = TimeSeriesCore(self.data, "M")
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ser = ts.values
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num_add_ts = ts + 40
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assert num_add_ts["2021-01-01"][1] == 260
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assert num_add_ts["2021-04-01"][1] == 290
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num_radd_ts = 40 + ts
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assert num_radd_ts["2021-01-01"][1] == 260
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assert num_radd_ts["2021-04-01"][1] == 290
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ser_add_ts = ts + ser
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assert ser_add_ts["2021-01-01"][1] == 440
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assert ser_add_ts["2021-04-01"][1] == 500
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ts_add_ts = ts + num_add_ts
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assert ts_add_ts["2021-01-01"][1] == 480
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assert ts_add_ts["2021-04-01"][1] == 540
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def test_sub(self):
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ts = TimeSeriesCore(self.data, "M")
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ser = Series([20, 30, 40, 50], "number")
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num_sub_ts = ts - 40
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assert num_sub_ts["2021-01-01"][1] == 180
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assert num_sub_ts["2021-04-01"][1] == 210
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num_rsub_ts = 240 - ts
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assert num_rsub_ts["2021-01-01"][1] == 20
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assert num_rsub_ts["2021-04-01"][1] == -10
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ser_sub_ts = ts - ser
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assert ser_sub_ts["2021-01-01"][1] == 200
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assert ser_sub_ts["2021-04-01"][1] == 200
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ts_sub_ts = ts - num_sub_ts
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assert ts_sub_ts["2021-01-01"][1] == 40
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assert ts_sub_ts["2021-04-01"][1] == 40
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def test_truediv(self):
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ts = TimeSeriesCore(self.data, "M")
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ser = Series([21, 21, 23, 24], "number")
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num_div_ts = ts / 10
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assert num_div_ts["2021-01-01"][1] == 22
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assert num_div_ts["2021-04-01"][1] == 25
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num_rdiv_ts = 1000 / ts
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assert num_rdiv_ts["2021-04-01"][1] == 4
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ser_div_ts = ts / ser
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assert ser_div_ts["2021-01-01"][1] == 10
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assert ser_div_ts["2021-04-01"][1] == 10
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ts_div_ts = ts / num_div_ts
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assert ts_div_ts["2021-01-01"][1] == 10
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assert ts_div_ts["2021-04-01"][1] == 10
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def test_floordiv(self):
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ts = TimeSeriesCore(self.data, "M")
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ser = Series([22, 23, 24, 25], "number")
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num_div_ts = ts // 11
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assert num_div_ts["2021-02-01"][1] == 20
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assert num_div_ts["2021-04-01"][1] == 22
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num_rdiv_ts = 1000 // ts
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assert num_rdiv_ts["2021-01-01"][1] == 4
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ser_div_ts = ts // ser
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assert ser_div_ts["2021-01-01"][1] == 10
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assert ser_div_ts["2021-04-01"][1] == 10
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