Package to compute and price swap
Project description
IRS Toolkit
Installation
This library is published in the PyPI directory. To install, users can run pip install 'IRS_toolkit' command.
The IRS Toolkit is a Python-based project designed to provide a comprehensive solution for valuing interest rate swaps and bonds. This toolkit aims to assist Risk team in the monitoring of the Qonto's investements.
Features
-
Interest Rate Swap Valuation: The toolkit facilitates the valuation of interest rate swaps, allowing users to input various parameters and swap terms. The toolkit then calculates the present value of future cash flows and estimates the fair value of the swap. IR SWAP.
-
Basket Swap Valuation: The toolkit facilitates the valuation of Basket swaps, allowing the user to give the informations required. The toolkit then calculates Mark to Market of the Basket swap.
-
Bond Valuation: With the bond valuation module, users can evaluate the current value of bonds based on different inputs . The toolkit employs interpolation techniques to generate yield curves from provided data or market rates, enabling accurate valuation.BONDS
Getting started
You will need poetry. Here's the easiest way to install it:
- Install pipx
- Install poetry with pipx
Then you can do the following command to install the dependencies:
poetry install
Once everything is installed, you will have to spawn a shell inside the virtual environment of your project with:
poetry shell
After that, you will be able to launch the streamlit using the command:
streamlit run Swap_Pricing_interface.py
or for QLF Reco interface
streamlit run QLF_Reconciliation_interface.py
streamlit run QTF_Rec.py
Best practices
Before each push, run the following command, in order to fix formatting and linting issues:
make -i lint-fix
Dependencies management
Based on Poetry.
Basic GitHub Commands
To clone the IRS toolkit project:
git clone git@gitlab.qonto.co:risk/financial-toolkit.git
To change branch:
git checkout <Branch-Name>
To create your branch:
git checkout -b <New-Branch-Name>
To get latest branch data:
git pull
To add all your file to the git:
git add .
To commit your change to the git:
git commit -m "commit description"
To push your change to the git:
git push
Quick Overview
-
📁 notebook_analysis
Contains all the jupyter notebook for ad-hoc analysis, including the data_for_dashboard.ipynb notebook allowing to populate the snowflake table -
📁 connector
Contains the python file to communicate with Snowflake SQL, Refinitiv API (still requires Refinitiv to be open) and AWS SFTP S3 to get the inventory files. Also contains python script that get data from refinitiv, it uses the Refinitiv_connection.py file from 📁 connector, note that refinit workspace needs to be open to get the data. -
📁 script
Folder that contains all the backend with all the functions being called by the GUI and the notebook -
📁 streamlit
Folder containing the streamkit GUI, use "streamlit run filename.py" to run the streamlit app -
📁 output
Folder containing all the output generated, some output are used as input by some python file, notably the hard_inout folder which contains the IRS characteristics of each split and schedule and the Composition of each basket swap. Please note that .xlsx file are exluding in the .gitignore so the file wont be uploaded to gitlab. -
📁 airflow_dags
Basic structure for maybe upcoming automation of data insertion with airflow -
📁 documentation
folder containing .mdj which contains uml graph of the databse and of the project can be opened with the free software StarUML
Project details
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