A Python library for accessing ENTSO-E Transparency Platform API endpoints.
- Easy access to all ENTSO-E Transparency Platform API endpoints
- Well-documented, easy to use and highly consistent with the API
- Automatically splits up large requests into multiple smaller calls to the API
- Intelligent retry mechanism with exponential backoff for connection errors and service unavailability
- Returns meaningful error messages if something goes wrong
Install the package from pypi using pip:
pip install entsoe-apyYou need an ENTSOE API Key (also called token) refer to the official documentation on how to obtain it. The package expects an environment variable called ENTSOE_API to be set with your API key. See Configuration for more details and options.
The package structure mirrors the official ENTSO-E API docs. So for querying "12.1.D Energy Prices" we need the entsoe.Market module and use the EnergyPrices class.
After initializing the class, we can query the data using the query_data method.
from pandas import DataFrame
from entsoe.Market import EnergyPrices
from entsoe.utils import extract_records, add_timestamps
# Query energy prices
result = EnergyPrices(
in_domain="10YNL----------L", # Netherlands
out_domain="10YNL----------L",
period_start=202012312300,
period_end=202101022300,
).query_api()
# Convert to DataFrame-ready records
records = extract_records(result)
records = add_timestamps(records)
df = DataFrame(records)| period_time_interval.start | time_series.period.point.position | time_series.period.point.price_amount | time_series.business_type | time_series.currency_unit_name | time_series.price_measure_unit_name | time_series.period.resolution |
|---|---|---|---|---|---|---|
| 2018-09-30T22:00Z | 1 | 49.3 | A62 | EUR | MWH | PT15M |
| 2018-09-30T22:00Z | 2 | 44.38 | A62 | EUR | MWH | PT15M |
| 2018-09-30T22:00Z | 3 | 36.99 | A62 | EUR | MWH | PT15M |
| 2018-09-30T22:00Z | 4 | 35.54 | A62 | EUR | MWH | PT15M |
| 2018-09-30T22:00Z | 5 | 46.5 | A62 | EUR | MWH | PT15M |
The structure of the result object depends on the queried data. See the examples for more details.
- ENTSOE - Class documentation
- Mappings - EIC codes and area mappings
- Examples - Practical examples and use cases
- Utilities - Utility functions for data processing
Contributions are welcome! Please open an issue or submit a pull request.