balancing-services 1.7.1

Official Python client for accessing European electricity balancing market data via the Balancing Services REST API

Balancing Services Python Client

Python client library for the Balancing Services REST API. Access European electricity balancing market data with a modern, type-safe Python interface.

Features

• Type-safe: Full type hints for better IDE support and code quality
• Modern Python: Built with httpx and attrs for async support and clean data models
• Auto-generated: Generated from the official OpenAPI specification
• Comprehensive: Access to all API endpoints and data models
• Well-documented: Inline documentation and usage examples

Installation

uv pip install balancing-services

Or with pip:

pip install balancing-services

For development, install from source:

cd clients/python
uv pip install -e .

Quick Start

from balancing_services import AuthenticatedClient
from balancing_services.api.default import get_imbalance_prices
from balancing_services.models import Area
from datetime import datetime

# Create an authenticated client
client = AuthenticatedClient(
    base_url="https://api.balancing.services/v1",
    token="YOUR_API_TOKEN"
)

# Get imbalance prices for Estonia
response = get_imbalance_prices.sync_detailed(
    client=client,
    area=Area.EE,
    period_start_at=datetime.fromisoformat("2025-01-01T00:00:00Z"),
    period_end_at=datetime.fromisoformat("2025-01-02T00:00:00Z")
)

if response.status_code == 200:
    data = response.parsed
    print(f"Query period: {data.queried_period.start_at} to {data.queried_period.end_at}")
    for imbalance_prices in data.data:
        print(f"Area: {imbalance_prices.area}, Direction: {imbalance_prices.direction}")
        for price in imbalance_prices.prices:
            print(f"  {price.period.start_at}: {price.price} {imbalance_prices.currency}")

Authentication

To obtain an API token:

• Email: [e-mail]
• Website: https://balancing.services

Include your token when creating the client:

from balancing_services import AuthenticatedClient

client = AuthenticatedClient(
    base_url="https://api.balancing.services/v1",
    token="YOUR_API_TOKEN"
)

Usage Examples

Get Balancing Energy Bids with Pagination

from balancing_services import AuthenticatedClient
from balancing_services.api.default import get_balancing_energy_bids
from balancing_services.models import Area, ReserveType
from datetime import datetime

client = AuthenticatedClient(base_url="https://api.balancing.services/v1", token="YOUR_TOKEN")

# First page
response = get_balancing_energy_bids.sync_detailed(
    client=client,
    area=Area.EE,
    period_start_at=datetime.fromisoformat("2025-01-01T00:00:00Z"),
    period_end_at=datetime.fromisoformat("2025-01-02T00:00:00Z"),
    reserve_type=ReserveType.AFRR,
    limit=100
)

if response.status_code == 200:
    data = response.parsed
    print(f"Has more: {data.has_more}")

    # Process first page
    for bid_group in data.data:
        for bid in bid_group.bids:
            print(f"Bid: {bid.volume} MW @ {bid.price} {bid_group.currency}")

    # Get next page if available
    if data.has_more and data.next_cursor:
        next_response = get_balancing_energy_bids.sync_detailed(
            client=client,
            area=Area.EE,
            period_start_at=datetime.fromisoformat("2025-01-01T00:00:00Z"),
            period_end_at=datetime.fromisoformat("2025-01-02T00:00:00Z"),
            reserve_type=ReserveType.AFRR,
            cursor=data.next_cursor,
            limit=100
        )

Async Usage

import asyncio
from balancing_services import AuthenticatedClient
from balancing_services.api.default import get_imbalance_prices
from balancing_services.models import Area
from datetime import datetime

async def fetch_prices():
    client = AuthenticatedClient(
        base_url="https://api.balancing.services/v1",
        token="YOUR_TOKEN"
    )

    response = await get_imbalance_prices.asyncio_detailed(
        client=client,
        area=Area.EE,
        period_start_at=datetime.fromisoformat("2025-01-01T00:00:00Z"),
        period_end_at=datetime.fromisoformat("2025-01-02T00:00:00Z")
    )

    if response.status_code == 200:
        return response.parsed
    return None

# Run async function
prices = asyncio.run(fetch_prices())

Error Handling

from balancing_services import AuthenticatedClient
from balancing_services.api.default import get_imbalance_prices
from balancing_services.models import Area
from datetime import datetime

client = AuthenticatedClient(base_url="https://api.balancing.services/v1", token="YOUR_TOKEN")

response = get_imbalance_prices.sync_detailed(
    client=client,
    area=Area.EE,
    period_start_at=datetime.fromisoformat("2025-01-01T00:00:00Z"),
    period_end_at=datetime.fromisoformat("2025-01-02T00:00:00Z")
)

if response.status_code == 200:
    data = response.parsed
    # Process successful response
elif response.status_code == 400:
    error = response.parsed
    print(f"Bad request: {error.detail}")
elif response.status_code == 401:
    print("Authentication failed - check your API token")
elif response.status_code == 429:
    print("Rate limited - please retry later")
else:
    print(f"Error {response.status_code}: {response.content}")

Data Models

All response and request models are fully typed using attrs. Key models include:

• ImbalancePricesResponse, ImbalanceTotalVolumesResponse
• BalancingEnergyVolumesResponse, BalancingEnergyPricesResponse, BalancingEnergyBidsResponse
• BalancingCapacityBidsResponse, BalancingCapacityPricesResponse, BalancingCapacityVolumesResponse
• Enums: Area, ReserveType, Direction, Currency, ActivationType, BidStatus

Development

Regenerating the Client

The client is generated from the OpenAPI specification. To regenerate:

cd clients/python
./generate.sh

Running Tests

# Install development dependencies
uv pip install -e ".[dev]"

# Run tests
pytest

# Run tests with coverage
pytest --cov=balancing_services --cov-report=html

Code Quality

# Format code
ruff format .

# Lint code
ruff check .

# Type checking
mypy balancing_services

Automation Scripts

The Python client includes automation scripts for development and publishing:

generate-pyproject.sh

Generates pyproject.toml from the template with the current version from openapi.yaml.

Note: The version is stored in openapi.yaml (single source of truth). The pyproject.toml.draft template contains invalid TOML (version = __VERSION__ without quotes) to prevent accidental use without proper generation.

./generate-pyproject.sh

This script is automatically called by check.sh and test-and-publish.sh.

check.sh

Runs all quality checks in one command:

./check.sh

Performs:

• Generates pyproject.toml from draft
• Runs tests with pytest
• Runs linting with ruff
• Runs type checking with mypy
• Verifies the package builds

test-and-publish.sh

Complete publishing workflow with TestPyPI validation:

Setup:

1. Copy .env.sample to .env and fill in your credentials:

   cp .env.sample .env
   # Edit .env and add:
   #   BALANCING_SERVICES_API_KEY (required - for testing against live API)
   #   UV_PUBLISH_TOKEN_TESTPYPI (required)
   #   UV_PUBLISH_TOKEN_PYPI (required)
   

2. Run the publish script:

   ./test-and-publish.sh
   

Emergency option - skip API tests if the server is down:

./test-and-publish.sh --skip-api-tests

⚠️ This skips testing against the live API. Use only in emergencies!

Alternatively, export variables manually:

export BALANCING_SERVICES_API_KEY="your-api-key"
export UV_PUBLISH_TOKEN_TESTPYPI="your-testpypi-token"
export UV_PUBLISH_TOKEN_PYPI="your-pypi-token"
./test-and-publish.sh

What it does:

1. Loads credentials from .env (if present)
2. Verifies all required environment variables are set
3. Runs quality checks
4. Publishes to TestPyPI using UV_PUBLISH_TOKEN_TESTPYPI
5. Creates isolated test sandbox
6. Installs package from TestPyPI
7. Runs all example scripts against live API using BALANCING_SERVICES_API_KEY
8. Prompts to publish to PyPI using UV_PUBLISH_TOKEN_PYPI if tests pass
9. Verifies production PyPI package by installing and running examples again

Get your credentials:

• API Key: https://balancing.services
• TestPyPI: https://test.pypi.org/manage/account/token/
• PyPI: https://pypi.org/manage/account/token/

For maintainers: See ../../scripts/README.md for the complete release workflow.

Troubleshooting

Authentication Errors (401)

Problem: Receiving 401 Unauthorized responses

Solutions:

• Verify your API token is correct
• Check that the token is being passed to AuthenticatedClient
• Ensure your token hasn't expired (contact support if needed)

Bad Request Errors (400)

Problem: Receiving 400 Bad Request responses

Common causes:

• Invalid date range (end date before start date)
• Date range too large
• Invalid area code or reserve type
• Malformed datetime strings

Solution: Check the error detail in the response for specific information:

if response.status_code == 400:
    error = response.parsed
    print(f"Error detail: {error.detail}")

Empty Results

Problem: Receiving 200 OK but no data

Possible reasons:

• No data available for the requested period
• Data not yet published for recent periods
• Requesting data for a period before data collection started

Solution: Try a different time period or check if data exists for your area

Timeout Issues

Problem: Requests timing out

Solutions:

• Increase the client timeout:

client = AuthenticatedClient(
    base_url="https://api.balancing.services/v1",
    token="YOUR_TOKEN",
    timeout=30.0  # Increase from default
)

• Reduce the date range in your request
• Use pagination for large datasets

Type Errors with Enums

Problem: Type errors when passing area or reserve type

Solution: Use the provided enum classes:

from balancing_services.models import Area, ReserveType

# Correct
area=Area.EE

# Incorrect
area="EE"  # String might work but not type-safe

Documentation

• API Documentation: https://api.balancing.services/v1/documentation
• OpenAPI Spec: openapi.yaml
• Main Repository: https://github.com/balancing-services/rest-api

Support

• Website: https://balancing.services
• Email: [e-mail]
• Issues: GitHub Issues

License

MIT License - see LICENSE for details.

Changelog

See CHANGELOG.md for version history and changes.