ledger_importer is a csv-to-ledger importer that can be configured in Python.
Project description
ledger_importer
ledger_importer is a csv-to-ledger importer that can be configured in Python.
The key features are:
- Customization: Designed to fit your specific needs perfectly.
- Auto-completion: The confirmation step is auto-completed.
- Integration: Easy to integrate with your pipeline.
ledger_importer main selling point is that if you know Python, you can write complex rules to match & parse accounts / target_accounts. All other tools try to be smart about the target_account matching part but offer very little customization (regex matching is the best I've seen).
Another cool feature is that if you have several bank accounts, you can concatenate their csv exports and ledger_importer will de-duplicate transactions between them. The de-duplication rule can be customized to your needs.
Installation
$ pip install ledger-importer
Quickstart
- Generate a new config file:
python -m ledger_importer init > my_importer.py
-
/Optional/: update the configuration for your needs (see the Configure section)
-
Import your bank statement
python -m ledger_importer import --statement-path statement.csv --config-path my_importer.py::LedgerImporterConfig
Note: the ledger transactions are written to stdout. Redirect stdout to your ledger journal to write them there instead (add >> journal.ledger
at the end of the previous command).
Configure
ledger_importer
is configured in Python. You can give your configuration to the ledger_importer CLI using a string ressembling pytest node ids. For example: ledger_importer import --statement-path statement.csv --config-path ~/ledger/my_config.py::LedgerConfig
.
A Config instance can be created by creating a new class that inherits ledger_importer.Config
. This new class must implement the following methods:
parse_date(self, fields: tuple) -> datetime.datetime
parse_payee(self, fields: tuple) -> str
parse_postings(self, fields: tuple) -> list[Posting]
The argument fields: tuple
will be the csv row, with each column as an element of the tuple.
Example configuration file:
#!/usr/bin/env python
from __future__ import annotations
import datetime
import re
from decimal import Decimal
from ledger_importer import Config, Posting, Amount
# Custom ledger importer configuration
class LedgerImporterConfig(Config):
# Define the number of lines that needs to be skipped at the beginning of the file.
# This is usefull if the csv has a line with the column names for example.
skip_lines: int = 1
# Define the csv delimiter
csv_delimiter: str = ";"
# The argument `fields` given in all parse_* methods contains a whole csv row in a tuple
# Each element of the tuple is a string representation of the column
def parse_date(self, fields: tuple) -> datetime.datetime:
return datetime.datetime.strptime(fields[0], "%m-%d-%Y")
def parse_payee(self, fields: tuple) -> str:
return fields[2]
def parse_postings(self, fields: tuple) -> list[Posting]:
amount = Amount(quantity=Decimal(re.sub("[€ ]", "", fields[3]).replace(",", ".")), commodity="€")
if amount > 0:
account = "Income"
else:
account = "Expenses"
posting = Posting(account="Assets:Checking", amount=amount)
# A Transaction should be at least 2 postings that have reversed amounts
return [posting, Posting(account=account, amount=amount.reverse())]
Run
To run leger_importer:
$ python -m ledger_importer import --statement-path bank-statement.csv --journal-path journal.ledger --config-path my_importer.py::LedgerImporterConfig
| Account | Date | Amount | Payee |
| Assets:Account:Florent | 2021/07/29 | 1234.56€ | VIR LOLE FOOB A.R.L |
Which account provided this income? ([Income:Salary]/[q]uit/[s]kip)
| Account | Date | Amount | Payee |
| Assets:Account:Florent | 2021/08/02 | -11.77€ | CARD 27/07/21 SWILE XX*XXXX |
To which account did this money go? ([Expenses:Restaurant]/[q]uit/[s]kip)
| Account | Date | Amount | Payee |
| Assets:Account:Florent | 2021/08/03 | -784.00€ | VIR Save some € Mr. Florent |
To which account did this money go? ([Expenses]/[q]uit/[s]kip)
Assets:Savings
| Account | Date | Amount | Payee |
| Assets:Account:Florent | 2021/08/03 | -58.63€ | CARD 08/03/21 PAYPAL XX*XXXX |
To which account did this money go? ([Expenses:Shopping]/[q]uit/[s]kip)
q
Usage
Root command:
$ python -m ledger_importer --help
Usage: python -m ledger_importer [OPTIONS] COMMAND [ARGS]...
Options:
--help Show this message and exit.
Commands:
import Import a bank statement.
init Bootstrap a config file that can later be customized.
Import command imports bank statement and generates ledger transactions:
$ python -m ledger_importer import --help
Usage: python -m ledger_importer import [OPTIONS]
Import a bank statement.
Options:
--statement-path PATH Path to the bank statement to import. [required]
--config-path TEXT Python path to the configuration file. [required]
--journal-path PATH Path a ledger journal to write & learn accounts from.
--quiet / --no-quiet Don't ask questions and guess all the accounts
automatically. [default: no-quiet]
--help Show this message and exit.
Init command bootstraps a new config file:
$ python -m ledger_importer init --help
Usage: python -m ledger_importer init [OPTIONS]
Bootstrap a config file that can later be customized.
Options:
--help Show this message and exit.
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