Adds rule based tagging of transactions

Tags will work as additional categories to filter/organize by. It makes
sense they can also be rule based.
Since rules are common to both categories and tags, reorganize the
classes in the model. It doesn't affect the DB.
This commit is contained in:
Luís Murta 2022-12-19 21:59:41 +00:00
parent 058d0cc05d
commit e27f2f08cf
Signed by: satprog
GPG Key ID: 169EF1BBD7049F94
5 changed files with 117 additions and 65 deletions

View File

@ -383,7 +383,6 @@ def category_rule(parser: argparse.ArgumentParser, universal: argparse.ArgumentP
def tags(parser: argparse.ArgumentParser, universal: argparse.ArgumentParser): def tags(parser: argparse.ArgumentParser, universal: argparse.ArgumentParser):
commands = parser.add_subparsers(required=True) commands = parser.add_subparsers(required=True)
add = commands.add_parser("add", parents=[universal]) add = commands.add_parser("add", parents=[universal])

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@ -2,12 +2,13 @@ from pfbudget.db.model import (
Category, Category,
CategorySelector, CategorySelector,
Selector, Selector,
Tag,
Transaction, Transaction,
TransactionCategory, TransactionCategory,
TransactionTag,
) )
from datetime import timedelta from datetime import timedelta
import re
class Categorizer: class Categorizer:
@ -16,7 +17,12 @@ class Categorizer:
def __init__(self): def __init__(self):
self.options["null_days"] = 4 self.options["null_days"] = 4
def categorize(self, transactions: list[Transaction], categories: list[Category]): def categorize(
self,
transactions: list[Transaction],
categories: list[Category],
tags: list[Tag],
):
"""Overarching categorization tool """Overarching categorization tool
Receives a list of transactions (by ref) and updates their category Receives a list of transactions (by ref) and updates their category
@ -26,7 +32,8 @@ class Categorizer:
""" """
self._nullify(transactions) self._nullify(transactions)
self._rules(transactions, categories) self._rule_based_categories(transactions, categories)
self._rule_based_tags(transactions, tags)
def _nullify(self, transactions: list[Transaction]): def _nullify(self, transactions: list[Transaction]):
count = 0 count = 0
@ -58,31 +65,57 @@ class Categorizer:
print(f"Nullified {count} transactions") print(f"Nullified {count} transactions")
def _rules(self, transactions: list[Transaction], categories: list[Category]): def _rule_based_categories(
self, transactions: list[Transaction], categories: list[Category]
):
d = {}
for category in [c for c in categories if c.rules]: for category in [c for c in categories if c.rules]:
for rule in category.rules: for rule in category.rules:
for transaction in [t for t in transactions if not t.category]: # for transaction in [t for t in transactions if not t.category]:
if rule.date: for transaction in [
if rule.date < transaction.date: t
continue for t in transactions
if rule.description and transaction.description: if not t.category or t.category.name != "null"
if rule.description not in transaction.description: ]:
continue if not rule.matches(transaction):
if rule.regex and transaction.description: continue
p = re.compile(rule.regex, re.IGNORECASE)
if not p.search(transaction.description):
continue
if rule.bank:
if rule.bank != transaction.bank:
continue
if rule.min:
if rule.min > transaction.amount:
continue
if rule.max:
if rule.max < transaction.amount:
continue
# passed all conditions, assign category # passed all conditions, assign category
transaction.category = TransactionCategory( transaction.category = TransactionCategory(
category.name, CategorySelector(Selector.rules) category.name, CategorySelector(Selector.rules)
) )
if rule in d:
d[rule] += 1
else:
d[rule] = 1
for k, v in d.items():
print(f"{v}: {k}")
def _rule_based_tags(self, transactions: list[Transaction], tags: list[Tag]):
d = {}
for tag in [t for t in tags if t.rules]:
for rule in tag.rules:
# for transaction in [t for t in transactions if not t.category]:
for transaction in [
t
for t in transactions
if tag.name not in [tag.tag for tag in t.tags]
]:
if not rule.matches(transaction):
continue
if not transaction.tags:
transaction.tags = {TransactionTag(tag.name)}
else:
transaction.tags.add(TransactionTag(tag.name))
if rule in d:
d[rule] += 1
else:
d[rule] = 1
for k, v in d.items():
print(f"{v}: {k}")

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@ -34,11 +34,13 @@ class Manager:
case Operation.Download: case Operation.Download:
# TODO this is a monstrosity, remove when possible # TODO this is a monstrosity, remove when possible
download(self, self.args) download(self, self.args)
case Operation.Categorize: case Operation.Categorize:
with self.db.session() as session: with self.db.session() as session:
uncategorized = session.uncategorized() uncategorized = session.uncategorized()
categories = session.categories() categories = session.categories()
Categorizer().categorize(uncategorized, categories) tags = session.tags()
Categorizer().categorize(uncategorized, categories, tags)
case Operation.Register: case Operation.Register:
# self._db = DbClient(args["database"]) # self._db = DbClient(args["database"])
@ -56,7 +58,7 @@ class Manager:
self.args["name"], self.args["country"] self.args["name"], self.args["country"]
) )
case Operation.CategoryAdd | Operation.TagAdd: case Operation.CategoryAdd | Operation.RuleAdd | Operation.TagAdd | Operation.TagRuleAdd:
with self.db.session() as session: with self.db.session() as session:
session.add(params) session.add(params)
@ -72,10 +74,6 @@ class Manager:
with self.db.session() as session: with self.db.session() as session:
session.updateschedules(params) session.updateschedules(params)
case Operation.RuleAdd | Operation.TagRuleAdd:
with self.db.session() as session:
session.add(params)
case Operation.RuleRemove: case Operation.RuleRemove:
assert all(isinstance(param, int) for param in params) assert all(isinstance(param, int) for param in params)
with self.db.session() as session: with self.db.session() as session:

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@ -130,5 +130,9 @@ class DbClient:
stmt = select(Category) stmt = select(Category)
return self.__session.scalars(stmt).all() return self.__session.scalars(stmt).all()
def tags(self) -> list[Tag]:
stmt = select(Tag)
return self.__session.scalars(stmt).all()
def session(self) -> ClientSession: def session(self) -> ClientSession:
return self.ClientSession(self.engine) return self.ClientSession(self.engine)

View File

@ -21,6 +21,7 @@ from decimal import Decimal
from typing import Annotated, Optional from typing import Annotated, Optional
import datetime as dt import datetime as dt
import enum import enum
import re
class Base(MappedAsDataclass, DeclarativeBase): class Base(MappedAsDataclass, DeclarativeBase):
@ -68,29 +69,23 @@ class Bank(Base):
bankfk = Annotated[str, mapped_column(Text, ForeignKey(Bank.name))] bankfk = Annotated[str, mapped_column(Text, ForeignKey(Bank.name))]
idpk = Annotated[ idpk = Annotated[int, mapped_column(BigInteger, primary_key=True, autoincrement=True)]
int, mapped_column(BigInteger, primary_key=True, autoincrement=True, init=False)
]
money = Annotated[Decimal, mapped_column(Numeric(16, 2))] money = Annotated[Decimal, mapped_column(Numeric(16, 2))]
class Transaction(Base): class Transaction(Base):
__tablename__ = "originals" __tablename__ = "originals"
id: Mapped[idpk] id: Mapped[idpk] = mapped_column(init=False)
date: Mapped[dt.date] date: Mapped[dt.date]
description: Mapped[Optional[str]] description: Mapped[Optional[str]]
bank: Mapped[bankfk] bank: Mapped[bankfk]
amount: Mapped[money] amount: Mapped[money]
category: Mapped[Optional[TransactionCategory]] = relationship() category: Mapped[Optional[TransactionCategory]] = relationship()
note: Mapped[Optional[Note]] = relationship(back_populates="original", default=None)
tags: Mapped[Optional[set[TransactionTag]]] = relationship(
back_populates="original",
cascade="all, delete-orphan",
passive_deletes=True,
default=None,
) )
note: Mapped[Optional[Note]] = relationship(back_populates="original")
tags: Mapped[Optional[set[TransactionTag]]] = relationship()
def __repr__(self) -> str: def __repr__(self) -> str:
return f"Transaction(date={self.date}, description={self.description}, bank={self.bank}, amount={self.amount}, category={self.category})" return f"Transaction(date={self.date}, description={self.description}, bank={self.bank}, amount={self.amount}, category={self.category})"
@ -136,9 +131,9 @@ class TransactionCategory(Base):
__tablename__ = "categorized" __tablename__ = "categorized"
id: Mapped[idfk] = mapped_column(primary_key=True, init=False) id: Mapped[idfk] = mapped_column(primary_key=True, init=False)
name: Mapped[str] = mapped_column(ForeignKey(Category.name)) name: Mapped[catfk]
selector: Mapped[CategorySelector] = relationship() selector: Mapped[CategorySelector] = relationship(cascade="all, delete-orphan")
def __repr__(self) -> str: def __repr__(self) -> str:
return f"Category({self.name})" return f"Category({self.name})"
@ -147,7 +142,7 @@ class TransactionCategory(Base):
class Note(Base): class Note(Base):
__tablename__ = "notes" __tablename__ = "notes"
id: Mapped[idfk] = mapped_column(primary_key=True) id: Mapped[idfk] = mapped_column(primary_key=True, init=False)
note: Mapped[str] note: Mapped[str]
original: Mapped[Transaction] = relationship(back_populates="note") original: Mapped[Transaction] = relationship(back_populates="note")
@ -180,24 +175,9 @@ class Tag(Base):
class TransactionTag(Base): class TransactionTag(Base):
__tablename__ = "tags" __tablename__ = "tags"
id: Mapped[idfk] = mapped_column(primary_key=True) id: Mapped[idfk] = mapped_column(primary_key=True, init=False)
tag: Mapped[str] = mapped_column(ForeignKey(Tag.name), primary_key=True) tag: Mapped[str] = mapped_column(ForeignKey(Tag.name), primary_key=True)
original: Mapped[Transaction] = relationship(back_populates="tags")
class CategoryRule(Base):
__tablename__ = "categories_rules"
id: Mapped[idpk]
name: Mapped[catfk]
date: Mapped[Optional[dt.date]]
description: Mapped[Optional[str]]
regex: Mapped[Optional[str]]
bank: Mapped[Optional[str]]
min: Mapped[Optional[money]]
max: Mapped[Optional[money]]
def __hash__(self): def __hash__(self):
return hash(self.id) return hash(self.id)
@ -253,14 +233,52 @@ class CategorySchedule(Base):
return f"{self.name} schedule=Schedule(period={self.period}, multiplier={self.period_multiplier}, amount={self.amount})" return f"{self.name} schedule=Schedule(period={self.period}, multiplier={self.period_multiplier}, amount={self.amount})"
class TagRule(Base): class Rule:
__tablename__ = "tag_rules"
id: Mapped[idpk]
tag: Mapped[str] = mapped_column(ForeignKey(Tag.name, ondelete="CASCADE"))
date: Mapped[Optional[dt.date]] date: Mapped[Optional[dt.date]]
description: Mapped[Optional[str]] description: Mapped[Optional[str]]
regex: Mapped[Optional[str]] regex: Mapped[Optional[str]]
bank: Mapped[Optional[str]] bank: Mapped[Optional[str]]
min: Mapped[Optional[money]] min: Mapped[Optional[money]]
max: Mapped[Optional[money]] max: Mapped[Optional[money]]
def matches(self, transaction: Transaction) -> bool:
if (
(self.date and self.date < transaction.date)
or (
self.description
and transaction.description
and self.description not in transaction.description
)
or (
self.regex
and transaction.description
and not re.compile(self.regex, re.IGNORECASE).search(
transaction.description
)
)
or (self.bank and self.bank != transaction.bank)
or (self.min and self.min > transaction.amount)
or (self.max and self.max < transaction.amount)
):
return False
return True
class CategoryRule(Base, Rule):
__tablename__ = "categories_rules"
id: Mapped[idpk] = mapped_column(init=False)
name: Mapped[catfk]
def __hash__(self):
return hash(self.id)
class TagRule(Base, Rule):
__tablename__ = "tag_rules"
id: Mapped[idpk] = mapped_column(init=False)
tag: Mapped[str] = mapped_column(ForeignKey(Tag.name, ondelete="CASCADE"))
def __hash__(self):
return hash(self.id)