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from .config import Config | ||
from .datacontainer import DemandModellingDataContainer | ||
from .datastore import StorageDataStore | ||
from .population_stats import PopulationStats | ||
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__all__ = [ | ||
"DemandModellingDataContainer", | ||
"PopulationStats", | ||
"Config", | ||
"StorageDataStore", | ||
] |
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@@ -1,3 +1,6 @@ | ||
from ._configuration_loader import Config | ||
from ._age_brackets import AgeBrackets | ||
from ._costs import Costs | ||
from ._placement_categories import PlacementCategories | ||
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__all__ = ["Config"] | ||
YEAR_IN_DAYS = 365.24 | ||
__all__ = ["AgeBrackets", "PlacementCategories", "Costs", "YEAR_IN_DAYS"] |
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@@ -1,96 +1,115 @@ | ||
import logging | ||
from dataclasses import dataclass | ||
from enum import Enum | ||
from typing import Any, Dict, Optional, Tuple | ||
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from ._placement_categories import PlacementCategories | ||
from typing import Optional | ||
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logger = logging.getLogger(__name__) | ||
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class AgeBrackets(Enum): | ||
def __init__(self, config): | ||
PlacementCategories = config.get("placement_categories", []) | ||
logger.debug("Configuring AgeBracket with %s", config) | ||
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self.__index = config["index"] | ||
self.__start = config.get("min", -1) | ||
self.__end = config.get("max", 30) | ||
self.__label = config.get("label", f"{self.start} to {self.end}") | ||
self.__length_in_days = config.get( | ||
"length_in_days", (self.end - self.start) * 365 | ||
) | ||
self.__placement_categories = tuple( | ||
[PlacementCategories[cat] for cat in config.get("categories", [])] | ||
+ [PlacementCategories.OTHER] | ||
) | ||
self.__index = config.get("index", 0) | ||
self._value_ = self.__label | ||
DEFAULT_START = -1 | ||
DEFAULT_END = 30 | ||
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@property | ||
def start(self) -> int: | ||
return self.__start | ||
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@property | ||
def end(self) -> int: | ||
return self.__end | ||
@dataclass | ||
class AgeBracket: | ||
index: int | ||
_name: Optional[str] = None | ||
start: Optional[int] = DEFAULT_START | ||
end: Optional[int] = DEFAULT_END | ||
_length_in_days: Optional[int] = None | ||
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@property | ||
def placement_categories(self) -> Tuple[PlacementCategories]: | ||
return self.__placement_categories | ||
def length_in_days(self): | ||
if self._length_in_days is not None: | ||
return self._length_in_days | ||
return (self.end - self.start) * 365 | ||
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@property | ||
def label(self): | ||
return self.__label | ||
def name(self): | ||
if self._name is not None: | ||
return self._name | ||
return f"{self.start} to {self.end}" | ||
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@property | ||
def index(self): | ||
return self.__index | ||
def daily_probability(self): | ||
return 1 / self.length_in_days | ||
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@property | ||
def next(self): | ||
return type(self).for_index(self.index + 1) | ||
def __str__(self): | ||
return self.name | ||
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@property | ||
def previous(self): | ||
return type(self).for_index(self.index - 1) | ||
def __repr__(self): | ||
return f"<{self.__class__.__name__}: {self.name}>" | ||
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@property | ||
def length_in_days(self): | ||
return self.__length_in_days | ||
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@property | ||
def daily_probability(self): | ||
return 1 / self.length_in_days | ||
class AgeBrackets(Enum): | ||
""" | ||
Age Brackets Enum. | ||
@classmethod | ||
def bracket_for_age(cls, age: float) -> Optional["AgeBrackets"]: | ||
for bracket in cls: | ||
if bracket.start <= age < bracket.end: | ||
return bracket | ||
return None | ||
to get a age bracket dataclass: | ||
ab = AgeBrackets.BIRTH_TO_ONE.value | ||
ab will be <AgeBracket: Birth to 1> | ||
@classmethod | ||
def for_index(cls, index: int) -> Optional["AgeBrackets"]: | ||
for bracket in cls: | ||
if bracket.index == index: | ||
return bracket | ||
return None | ||
def __str__(self): | ||
return self.label | ||
if you do AgeBrackets.BIRTH_TO_ONE that's actually the Enum member, not the AgeBracket: | ||
not_ab = AgeBrackets.BIRTH_TO_ONE | ||
not_ab will be <AgeBrackets.BIRTH_TO_ONE: <AgeBracket: Birth to 1> | ||
which is not the same as <AgeBracket: Birth to 1> | ||
def __repr__(self): | ||
return f"<{self.__class__.__name__}.{self.name}: {self.label}>" | ||
to get a age bracket name: | ||
ab_name = AgeBrackets.BIRTH_TO_ONE.value.name | ||
ab_name will be "Birth to 1" | ||
if you do AgeBrackets.BIRTH_TO_ONE.name that's actually the name of the Enum member, not the name of the AgeBracket: | ||
not_ab_name = AgeBrackets.BIRTH_TO_ONE.name | ||
not_ab_name will be "BIRTH_TO_ONE" | ||
which is not the same "Birth to 1" | ||
""" | ||
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def __lt__(self, other): | ||
return self.__index < other.__index | ||
BIRTH_TO_ONE = AgeBracket(_name="Birth to 1", end=1, index=0, _length_in_days=365) | ||
ONE_TO_FIVE = AgeBracket(start=1, end=5, index=1) | ||
FIVE_TO_TEN = AgeBracket(start=5, end=10, index=2) | ||
TEN_TO_SIXTEEN = AgeBracket(start=10, end=16, index=3) | ||
SIXTEEN_TO_EIGHTEEN = AgeBracket(_name="16 to 18+", start=16, index=4) | ||
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@classmethod | ||
def values(cls) -> list[AgeBracket]: | ||
return [a.value for a in cls._members_by_index()] | ||
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def build_age_brackets(config: Dict[str, Any], placement_categories=None): | ||
config = config.copy() | ||
for ix, v in enumerate(config.values()): | ||
v["index"] = ix | ||
if placement_categories: | ||
v["placement_categories"] = placement_categories | ||
@classmethod | ||
def _members_by_index(cls) -> list["AgeBrackets"]: | ||
""" | ||
Returns a list of all members of the enum ordered by index. | ||
""" | ||
return sorted(list(cls.__members__.values()), key=lambda x: x.value.index) | ||
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return AgeBrackets("AgeBrackets", config) | ||
@property | ||
def next(self) -> Optional["AgeBrackets"]: | ||
""" | ||
Returns the next AgeBrackets in the enum. | ||
If the current AgeBrackets is the last one, returns None. | ||
""" | ||
members = self._members_by_index() | ||
current_index = members.index(self) | ||
if current_index == len(members) - 1: | ||
return None | ||
return members[current_index + 1] | ||
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@property | ||
def previous(self) -> Optional["AgeBrackets"]: | ||
""" | ||
Returns the previous AgeBrackets in the enum. | ||
If the current AgeBrackets is the first one, returns None. | ||
""" | ||
members = self._members_by_index() | ||
current_index = members.index(self) | ||
if current_index == 0: | ||
return None | ||
return members[current_index - 1] | ||
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@classmethod | ||
def bracket_for_age(cls, age: float) -> Optional[AgeBracket]: | ||
for bracket in cls: | ||
if bracket.value.start <= age < bracket.value.end: | ||
return bracket.value | ||
return None |
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