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Add Transactify tool to convert QFX and Excel files to JSON
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# Byte-compiled / optimized / DLL files | ||
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MIT License | ||
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Copyright (c) 2024 Carlos Garcia - carlosgarciadev.com | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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# Transactify | ||
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Transactify is a brother tool of Money Mind app -- Visit [www.carlosgarciadev.com](http://www.carlosgarciadev.com) for more information | ||
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This tool that allows you to transform QFX files and Excel files from Questrade into JSON files, which the Money Mind app will use to ingest the information. | ||
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## Features | ||
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- Convert QFX files to JSON format | ||
- Convert Questrade Excel files to JSON format | ||
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## Installation | ||
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1. You can either clone the repository or download the ZIP file from the releases page: | ||
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- To download the ZIP file, go to the releases page and download the latest release on zip file. | ||
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- To clone the repository, use the following command: | ||
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```shell | ||
git clone https://github.com/your-username/Transactify.git | ||
``` | ||
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2. Create a virtual environment and activate it: | ||
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```shell | ||
python -m venv .venv | ||
source .venv/bin/activate | ||
``` | ||
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3. Install the required dependencies: | ||
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```shell | ||
pip install -r requirements.txt | ||
``` | ||
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Now you have successfully installed the required dependencies for Transactify. | ||
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## Usage | ||
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To use Transactify, follow these steps: | ||
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1. Navigate to the directory where `main.py` is located: | ||
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```shell | ||
cd path/to/Transactify | ||
``` | ||
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2. Run the `main.py` script with the following command: | ||
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```shell | ||
./main.py | ||
``` | ||
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By default, the script will look for files to convert in your `Downloads` folder. If your files are located in a different folder, you can specify the path using the `--files-path` option: | ||
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```shell | ||
./main.py --files-path /path/to/your/files | ||
``` | ||
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3. The converted JSON files will be created in the same directory as the original files. | ||
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### Example | ||
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Suppose you have a QFX file and a Questrade Excel file in your `Downloads` folder. After running the script, you will find the corresponding JSON files in the same folder: | ||
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- `your_file.qfx` will be converted to `your_file.json` | ||
- `your_questrade_file.xlsx` will be converted to `your_questrade_file.json` | ||
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## Contributing | ||
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If you would like to contribute to the development of Transactify, please feel free to submit a pull request or open an issue on the GitHub repository. | ||
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## License | ||
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Transactify is released under the MIT License. See the LICENSE file for more details. |
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# MIT License 2024, Carlos Garcia | ||
import json | ||
import pathlib | ||
from hashlib import md5 | ||
from typing import Union | ||
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import ofxparse | ||
import pandas as pd | ||
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class Converter: | ||
def __init__(self, files_path: Union[pathlib.Path, None]) -> None: | ||
self.ofx_parser = ofxparse.OfxParser() | ||
if not files_path: | ||
self.files_path = pathlib.Path.home() / "Downloads" | ||
else: | ||
self.files_path = files_path | ||
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def consistent_hash(self, string): | ||
result = abs(int(md5(string.encode()).hexdigest(), 16)) | ||
return int(str(result)[:14]) | ||
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def create_transactions_files_excel(self) -> None: | ||
excel_trans_path = self.files_path / "transactions_excel" | ||
excel_files = list(self.files_path.glob("*.xlsx")) | ||
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if not excel_files: | ||
print("No Excel files found.") | ||
return | ||
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if not excel_trans_path.exists(): | ||
excel_trans_path.mkdir() | ||
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all_transactions = [] | ||
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for excel_file in excel_files: | ||
print(f"Processing {excel_file}...") | ||
df = pd.read_excel(excel_file) | ||
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df["Settlement Date"] = pd.to_datetime(df["Settlement Date"], format="%Y-%m-%d %I:%M:%S %p").dt.strftime( | ||
"%Y-%m-%d" | ||
) | ||
df["Transaction Date"] = pd.to_datetime(df["Transaction Date"], format="%Y-%m-%d %I:%M:%S %p").dt.strftime( | ||
"%Y-%m-%d" | ||
) | ||
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df["id"] = df.apply( | ||
lambda row: self.consistent_hash(str(row["Net Amount"]) + str(row["Price"]) + row["Transaction Date"]), | ||
axis=1, | ||
) | ||
df["date"] = df["Settlement Date"] | ||
df["amount"] = df["Net Amount"] | ||
df["accountId"] = df["Account #"] | ||
df["name"] = df.apply( | ||
lambda row: ( | ||
row["Activity Type"] | ||
if pd.isna(row["Symbol"]) or row["Symbol"] == "" | ||
else row["Symbol"] + " " + row["Activity Type"] | ||
), | ||
axis=1, | ||
) | ||
df["balance"] = 0 | ||
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# Selecting only the specified columns for the JSON file | ||
json_df = df[["id", "date", "amount", "name", "accountId", "balance"]] | ||
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# Convert the adjusted dataframe to JSON format | ||
formatted_json_data = json_df.to_json(orient="records", date_format="iso") | ||
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# Convert the JSON data to a list of dictionaries | ||
transactions = json.loads(formatted_json_data) | ||
all_transactions.extend(transactions) | ||
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# Create a JSON file with transactions | ||
json_file_path = f"{excel_trans_path}/all_transactions.json" | ||
with open(json_file_path, "w") as file: | ||
json.dump(all_transactions, file, indent=4) | ||
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def create_transaction_files_qfx(self) -> None: | ||
all_transactions = [] | ||
qfx_transaction_files = list(self.files_path.rglob("*.QFX")) + list(self.files_path.rglob("*.qfx")) | ||
print(f"qfx_transaction_files: {qfx_transaction_files}") | ||
if not qfx_transaction_files: | ||
print("No QFX files found.") | ||
return | ||
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qfx_trans_path = self.files_path / "qfx_transactions" | ||
if not qfx_trans_path.exists(): | ||
qfx_trans_path.mkdir() | ||
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for qfx_file in qfx_transaction_files: | ||
print(f"Processing {qfx_file}...") | ||
with open(qfx_file) as file: | ||
ofx_data = self.ofx_parser.parse(file) | ||
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# Check if the file contains multiple accounts | ||
if hasattr(ofx_data, "accounts"): | ||
accounts = ofx_data.accounts | ||
else: | ||
accounts = [ofx_data.account] | ||
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for account in accounts: | ||
print(f"Processing account {account.account_id}...") | ||
transactions = [] | ||
for transaction in account.statement.transactions: | ||
name = transaction.payee.strip() | ||
while " " in name: | ||
name = name.replace(" ", " ") | ||
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row = { | ||
"id": self.consistent_hash(account.account_id + str(transaction.id)), | ||
"date": transaction.date.strftime("%Y-%m-%d"), | ||
"amount": float(transaction.amount), | ||
"name": name, | ||
"accountId": int(account.account_id), | ||
"balance": float(account.statement.balance), | ||
} | ||
transactions.append(row) | ||
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all_transactions.extend(transactions) | ||
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# Create a JSON file with transactions | ||
json_file_path = f"{qfx_trans_path}/all_transactions.json" | ||
with open(json_file_path, "w") as file: | ||
json.dump(all_transactions, file, indent=4) |
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