cleanup: move config to python code

accounts/admin.py

@@ -4,7 +4,6 @@
 from django.contrib.auth.admin import UserAdmin as DjangoUserAdmin
 from django.utils.translation import gettext_lazy as _
 
-
 from .models import CustomUser
 
 

accounts/backends.py

@@ -1,6 +1,5 @@
-from django.contrib.auth.backends import ModelBackend
 from django.contrib.auth import get_user_model
-
+from django.contrib.auth.backends import ModelBackend
 
 UserModel = get_user_model()
 

d.py

@@ -0,0 +1,120 @@
+import logging
+from dataclasses import dataclass
+from enum import Enum
+from typing import Optional
+
+logger = logging.getLogger(__name__)
+
+
+DEFAULT_START = -1
+DEFAULT_END = 30
+
+
+@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
+
+ @property
+ def length_in_days(self):
+ if self._length_in_days is not None:
+ return self._length_in_days
+ return (self.end - self.start) * 365
+
+ @property
+ def name(self):
+ if self._name is not None:
+ return self._name
+ return f"{self.start} to {self.end}"
+
+ @property
+ def daily_probability(self):
+ return 1 / self.length_in_days
+
+ def __str__(self):
+ return self.name
+
+ def __repr__(self):
+ return f"<{self.__class__.__name__}: {self.name}>"
+
+
+class AgeBrackets(Enum):
+ """
+ Age Brackets Enum.
+
+ to get a age bracket dataclass:
+ ab = AgeBrackets.BIRTH_TO_ONE.value
+ # ab = <AgeBracket: Birth to 1>
+
+
+ if you do AgeBrackets.BIRTH_TO_ONE that's actually the Enum member, not the AgeBracket:
+ not_ab = AgeBrackets.BIRTH_TO_ONE
+ # not_ab = <AgeBrackets.BIRTH_TO_ONE: <AgeBracket: Fostering> != <PlacementCategory: Fostering>
+
+
+ to get a placement category name:
+ pc_name = PlacementCategories.FOSTERING.value.name
+ # pc = "Fostering"
+
+ if you do PlacementCategories.FOSTERING.name that's actually the name of the Enum member, not the name of the PlacementCategory:
+ not_pc_name = PlacementCategories.FOSTERING.name
+ # not_pc_name = "FOSTERING" != "Fostering"
+
+ """
+
+ 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)
+
+ @classmethod
+ def values(cls) -> list[AgeBracket]:
+ return [a.value for a in cls._members_by_index()]
+
+ @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)
+
+ @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]
+
+ @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]
+
+ @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
+
+
+d = AgeBrackets.BIRTH_TO_ONE.name
+
+
+print(type(d))

dm_regional_app/views.py

@@ -9,7 +9,7 @@
 from dm_regional_app.forms import HistoricDataFilter, PredictFilter
 from dm_regional_app.models import SavedScenario, SessionScenario
 from dm_regional_app.utils import apply_filters
-from ssda903 import Config
+from ssda903.config import PlacementCategories
 from ssda903.population_stats import PopulationStats
 from ssda903.predictor import predict
 from ssda903.reader import read_data
@@ -146,8 +146,7 @@ def prediction(request):
  else:
  empty_dataframe = False
 
- config = Config()
- stats = PopulationStats(historic_data, config)
+ stats = PopulationStats(historic_data)
 
  # Call predict function with default dates
  prediction = predict(
@@ -181,7 +180,6 @@ def historic_data(request):
  if "session_scenario_id" in request.session:
  pk = request.session["session_scenario_id"]
  session_scenario = get_object_or_404(SessionScenario, pk=pk)
- config = Config()
  # read data
  datacontainer = read_data(source=settings.DATA_SOURCE)
 
@@ -218,16 +216,13 @@ def historic_data(request):
  data = apply_filters(datacontainer.enriched_view, form.initial)
 
  entry_into_care_count = data.loc[
- data.placement_type_before
- == datacontainer.config.PlacementCategories.NOT_IN_CARE
+ data.placement_type_before == PlacementCategories.NOT_IN_CARE.value.label
  ]["CHILD"].nunique()
  exiting_care_count = data.loc[
- data.placement_type_after
- == datacontainer.config.PlacementCategories.NOT_IN_CARE
+ data.placement_type_after == PlacementCategories.NOT_IN_CARE.value.label
  ]["CHILD"].nunique()
 
- config = Config()
- stats = PopulationStats(data, config)
+ stats = PopulationStats(data)
 
  chart = historic_chart(stats)
 

ssda903/__init__.py

@@ -1,11 +1,9 @@
-from .config import Config
 from .datacontainer import DemandModellingDataContainer
 from .datastore import StorageDataStore
 from .population_stats import PopulationStats
 
 __all__ = [
  "DemandModellingDataContainer",
  "PopulationStats",
- "Config",
  "StorageDataStore",
 ]

ssda903/config/__init__.py

@@ -1,3 +1,6 @@
-from ._configuration_loader import Config
+from ._age_brackets import AgeBrackets
+from ._costs import Costs
+from ._placement_categories import PlacementCategories
 
-__all__ = ["Config"]
+YEAR_IN_DAYS = 365.24
+__all__ = ["AgeBrackets", "PlacementCategories", "Costs", "YEAR_IN_DAYS"]

ssda903/config/_age_brackets.py

@@ -1,96 +1,115 @@
 import logging
+from dataclasses import dataclass
 from enum import Enum
-from typing import Any, Dict, Optional, Tuple
-
-from ._placement_categories import PlacementCategories
+from typing import Optional
 
 logger = logging.getLogger(__name__)
 
 
-class AgeBrackets(Enum):
- def __init__(self, config):
- PlacementCategories = config.get("placement_categories", [])
- logger.debug("Configuring AgeBracket with %s", config)
-
- 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
 
- @property
- def start(self) -> int:
- return self.__start
 
- @property
- def end(self) -> int:
- return self.__end
+@dataclass
+class AgeBracket:
+ index: int
+ _label: Optional[str] = None
+ start: Optional[int] = DEFAULT_START
+ end: Optional[int] = DEFAULT_END
+ _length_in_days: Optional[int] = None
 
  @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
 
  @property
  def label(self):
- return self.__label
+ if self._label is not None:
+ return self._label
+ return f"{self.start} to {self.end}"
 
  @property
- def index(self):
- return self.__index
+ def daily_probability(self):
+ return 1 / self.length_in_days
 
- @property
- def next(self):
- return type(self).for_index(self.index + 1)
+ def __str__(self):
+ return self.label
 
- @property
- def previous(self):
- return type(self).for_index(self.index - 1)
+ def __repr__(self):
+ return f"<{self.__class__.__name__}: {self.label}>"
 
- @property
- def length_in_days(self):
- return self.__length_in_days
 
- @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 label:
+ ab_label = AgeBrackets.BIRTH_TO_ONE.value.label
+ ab_label will be "Birth to 1"
 
- def __lt__(self, other):
- return self.__index < other.__index
+ if you do AgeBrackets.BIRTH_TO_ONE.name that's actually the name of the Enum member, not the label of the AgeBracket:
+ not_ab_label = AgeBrackets.BIRTH_TO_ONE.name
+ not_ab_label will be "BIRTH_TO_ONE"
+ which is not the same as "Birth to 1"
 
+ """
 
-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
+ BIRTH_TO_ONE = AgeBracket(_label="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(_label="16 to 18+", start=16, index=4)
+
+ @classmethod
+ def values(cls) -> list[AgeBracket]:
+ return [a.value for a in cls._members_by_index()]
 
- return AgeBrackets("AgeBrackets", config)
+ @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)
+
+ @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]
+
+ @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]
+
+ @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