kupala-val 1.1.1

Portfolio valuation, cashflow analysis, and risk assessment.

Kupala Val

Kupala Val is a Python package that serves as an API wrapper around Kupala-Nich.com. It provides easy-to-use interfaces for obtaining valuations, cashflows, and bucketed DV01 (dollar value of a basis point) for portfolios of both listed and derivative financial products.

Features

• Portfolio valuation for listed and derivative products
• Cashflow analysis and projections
• Bucketed DV01 sensitivity analysis
• Support for both CSV files and pandas DataFrames

Supported Instruments

As of release 1.1 the following products are supported

• OIS Swaps referencing SOFR, ESTR, SONIA, CORRA, TONA, TIIE ON, SARON, and SORA
• FX Forwards using available OIS Curves for discounting, Support for FX Specific curves will be added over time
• Listed instruments available via the YFinance API
• Cash balances

This list will expand over time. Since all valuations are performed through a remote API, updates to supported instruments will be seamless. Users do not need to modify their kupala_val installations to access new products as they become available. To see full list of supported products, please refer to valuations Page on Kupala-Nich.com.

To inquire about specific instrument support, please contact me at [e-mail]

Valuation Methodology

Kupala-Nich values OIS Swaps and other OTC products using QuantLib. The valuation curves are constructed from trade data reported via DTCC GTR feeds and overnight rates (OR) retrieved from relevant central banks. Curve data has been maintained since January 2025, while overnight rates have been backfilled to April 2024.

Listed instruments are valued using data provided by the YFinance API.

Installation

pip install kupala_val

Getting Started

Prerequisites

To use this library, you need:

1. A free account on Kupala-Nich.com
2. An API key (available in the settings menu in the top right corner after login)

Usage Examples

Working with CSV files

from kupala_val import KupalaVal, ValuationStatus

# Create an instance of KupalaVal object with an API Key
val = KupalaVal(API_KEY, vebose=True)

# Upload portfolio.csv to kupala-nich valuation service, 
# will return portfolio valuation, cashflows and dv01_buckets data
pa = val.analyze( csv_file_path=r"/path/to/portfolio.csv")

# Save recieved data to csv files in specified folder
if pa.status in [ValuationStatus.SUCCESS, ValuationStatus.PARTIAL_SUCCESS]:
    pa.save_all_to_csv(folder=r"kupala_val")

Working with SampleFiles and pandas DataFrames

from kupala_val import KupalaVal, SampleData

# List available sample files. i.e. ois_sample.csv, multi_asset_sample.csv
print(SampleData.get_available_samples())

# Load multi_asset_sample.csv into a DataFrame
df = SampleData.get_sample_data('multi_asset_sample.csv')

# Get valuations for positions in dataframe
val = KupalaVal(API_KEY)
pa = val.analyze(df=df)

# Print returned dataframes 
print(pa.positions)
print(pa.cashflows)
print(pa.dv01_buckets)

API Documentation

To obtain valuations for a portfolio of positions, please provide the following information in the CSV file or DataFrame format. For upto date API documentation, please visit valuations section Kupala-Nich.com:

Field	Required / Optional	Description
product	Required	Product type (OISSwap; Listed; Cash are supported)
position_id	Optional	Unique identifier for the position
symbol	Required (for Listed and Cash)	Currency code or ticker recognized by Yahoo Finance
quantity	Required (for Listed and Cash)	Number of shares or cash amount. Treated as absolute value; use direction to indicate sign
cost	Optional (for Listed)	Cost prices to subtract from market price when calculating NPV
template	Required (for Swaps)	Can be curve_name, upi, upi_underlier, or upi_fsin. Refer to the template list for available templates
currency_pair	Required (for FX)	Currency pair in XXX/YYY format i.e EUR/USD, GBP/JPY...
traded_currency	Required (for FX)	Traded FX Currency, linked with direction and notional
direction	Required	One of Receive Fixed, Pay Fixed, Buy, Sell
notional	Required (for Swaps, FX)	Principal amount
effective_date	Optional	If not provided, defaults to current day plus settlement day offset for the curve; format YYYY-MM-DD
maturity_date	Required (for Swaps, FX)	Maturity date; can be expressed as tenor (e.g., 10Y) or date (YYYY-MM-DD)
roll_period	Optional	Defaults from template if not provided
fixed_rate	Required (for Swaps)	Fixed rate as a percentage (0 to 100%); e.g., 4.06%
forward_rate	Required (for FX)	FX Forward Rate in convention of the currency pair
price_date	Optional	Valuation date in YYYY-MM-DD format, or LATEST
roll_type	Optional	Roll type; valid options: Standard, IMM, EOM
stub_type	Optional	Stub type; valid options: ShortInitial, ShortFinal, LongInitial, LongFinal
roll_conv	Optional	Roll convention; valid options: Following, ModifiedFollowing, Preceding, ModifiedPreceding, Unadjusted
term_roll_conv	Optional	Term roll convention; same valid options as roll_conv
payment_lag	Optional	Payment lag in days
averaging_method	Optional	Averaging method; valid options: Simple, Compounded
lookback_days	Optional	Lookback days for fixings

License

This project is licensed under the MIT License - see the LICENSE file for details.