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Systems","sub_category":"Energy Data Accessibility and Integration","monthly_downloads":307209,"total_dependent_repos":28,"total_dependent_packages":9,"readme":"# entsoe-py\nPython client for the ENTSO-E API (european network of transmission system operators for electricity)\n\nDocumentation of the API found on https://documenter.getpostman.com/view/7009892/2s93JtP3F6\n\n## Installation\n`python3 -m pip install entsoe-py`\n\n## Usage\nThe package comes with 2 clients for the REST API:\n- [`EntsoeRawClient`](#EntsoeRawClient): Returns data in its raw format, usually XML or a ZIP-file containing XML's\n- [`EntsoePandasClient`](#EntsoePandasClient): Returns data parsed as a Pandas Series or DataFrame\n### \u003ca name=\"EntsoeRawClient\"\u003e\u003c/a\u003eEntsoeRawClient\n```python\nfrom entsoe import EntsoeRawClient\nimport pandas as pd\n\nclient = EntsoeRawClient(api_key=\u003cYOUR API KEY\u003e)\n\nstart = pd.Timestamp('20171201', tz='Europe/Brussels')\nend = pd.Timestamp('20180101', tz='Europe/Brussels')\ncountry_code = 'BE'  # Belgium\ncountry_code_from = 'FR'  # France\ncountry_code_to = 'DE_LU' # Germany-Luxembourg\ntype_marketagreement_type = 'A01'\ncontract_marketagreement_type = 'A01'\nprocess_type = 'A51'\n\n# methods that return XML\nclient.query_day_ahead_prices(country_code, start, end)\nclient.query_aggregated_bids(country_code, start, end, process_type)\nclient.query_net_position(country_code, start, end, dayahead=True)\nclient.query_load(country_code, start, end)\nclient.query_load_forecast(country_code, start, end)\nclient.query_wind_and_solar_forecast(country_code, start, end, psr_type=None)\nclient.query_intraday_wind_and_solar_forecast(country_code, start, end, psr_type=None)\nclient.query_generation_forecast(country_code, start, end)\nclient.query_generation(country_code, start, end, psr_type=None)\nclient.query_generation_per_plant(country_code, start, end, psr_type=None)\nclient.query_installed_generation_capacity(country_code, start, end, psr_type=None)\nclient.query_installed_generation_capacity_per_unit(country_code, start, end, psr_type=None)\nclient.query_crossborder_flows(country_code_from, country_code_to, start, end)\nclient.query_scheduled_exchanges(country_code_from, country_code_to, start, end, dayahead=False)\nclient.query_net_transfer_capacity_dayahead(country_code_from, country_code_to, start, end)\nclient.query_net_transfer_capacity_weekahead(country_code_from, country_code_to, start, end)\nclient.query_net_transfer_capacity_monthahead(country_code_from, country_code_to, start, end)\nclient.query_net_transfer_capacity_yearahead(country_code_from, country_code_to, start, end)\nclient.query_intraday_offered_capacity(country_code_from, country_code_to, start, end, implicit=True)\nclient.query_offered_capacity(country_code_from, country_code_to, start, end, contract_marketagreement_type, implicit=True)\nclient.query_contracted_reserve_prices(country_code, start, end, type_marketagreement_type, psr_type=None)\nclient.query_contracted_reserve_prices_procured_capacity(country_code, start, end, process_type type_marketagreement_type, psr_type=None)\nclient.query_contracted_reserve_amount(country_code, start, end, type_marketagreement_type, psr_type=None)\nclient.query_procured_balancing_capacity(country_code, start, end, process_type, type_marketagreement_type=None)\nclient.query_aggregate_water_reservoirs_and_hydro_storage(country_code, start, end)\nclient.query_activated_balancing_energy_prices(country_code, start, end, process_type='A16', psr_type=None, business_type=None, standard_market_product=None, original_market_product=None)\nclient.query_activated_balancing_energy(country_code, start, end, business_type, psr_type=None)\n\n# methods that return ZIP (bytes)\nclient.query_imbalance_prices(country_code, start, end, psr_type=None)\nclient.query_imbalance_volumes(country_code, start=start, end=end, psr_type=None)\nclient.query_unavailability_of_generation_units(country_code, start, end, docstatus=None, periodstartupdate=None, periodendupdate=None)\nclient.query_unavailability_of_production_units(country_code, start, end, docstatus=None, periodstartupdate=None, periodendupdate=None)\nclient.query_unavailability_transmission(country_code_from, country_code_to, start, end, docstatus=None, periodstartupdate=None, periodendupdate=None)\nclient.query_unavailability_of_offshore_grid(area_code, start, end)\nclient.query_withdrawn_unavailability_of_generation_units(country_code, start, end)\n```\n#### Dump result to file\n```python\nxml_string = client.query_day_ahead_prices(country_code, start, end)\nwith open('outfile.xml', 'w') as f:\n    f.write(xml_string)\n\nzip_bytes = client.query_unavailability_of_generation_units(country_code, start, end)\nwith open('outfile.zip', 'wb') as f:\n    f.write(zip_bytes)\n```\n#### Making another request\nIs the API-call you want not in the list, you can lookup the parameters yourself in the API documentation\n```python\nparams = {\n    'documentType': 'A44',\n    'in_Domain': '10YBE----------2',\n    'out_Domain': '10YBE----------2'\n}\nresponse = client._base_request(params=params, start=start, end=end)\nprint(response.text)\n```\n\n### \u003ca name=\"EntsoePandasClient\"\u003e\u003c/a\u003eEntsoePandasClient\nThe Pandas Client works similar to the Raw Client, with extras:\n- Time periods that span more than 1 year are automatically dealt with\n- Requests of large numbers of files are split over multiple API calls\n\nPlease note that this client requires you to specifically set a start= and end= parameter which should be a pandas timestamp with timezone.\nIf not it will throw an exception\n```python\nfrom entsoe import EntsoePandasClient\nimport pandas as pd\n\nclient = EntsoePandasClient(api_key=\u003cYOUR API KEY\u003e)\n\nstart = pd.Timestamp('20171201', tz='Europe/Brussels')\nend = pd.Timestamp('20180101', tz='Europe/Brussels')\ncountry_code = 'BE'  # Belgium\ncountry_code_from = 'FR'  # France\ncountry_code_to = 'DE_LU' # Germany-Luxembourg\ntype_marketagreement_type = 'A01'\ncontract_marketagreement_type = \"A01\"\nprocess_type = 'A51'\n\n# methods that return Pandas Series\nclient.query_day_ahead_prices(country_code, start=start, end=end)\nclient.query_aggregated_bids(country_code, start=start, end=end, process_type)\nclient.query_net_position(country_code, start=start, end=end, dayahead=True)\nclient.query_crossborder_flows(country_code_from, country_code_to, start=start, end=end)\nclient.query_scheduled_exchanges(country_code_from, country_code_to, start=start, end=end, dayahead=False)\nclient.query_net_transfer_capacity_dayahead(country_code_from, country_code_to, start=start, end=end)\nclient.query_net_transfer_capacity_weekahead(country_code_from, country_code_to, start=start, end=end)\nclient.query_net_transfer_capacity_monthahead(country_code_from, country_code_to, start=start, end=end)\nclient.query_net_transfer_capacity_yearahead(country_code_from, country_code_to, start=start, end=end)\nclient.query_intraday_offered_capacity(country_code_from, country_code_to, start=start, end=end, implicit=True)\nclient.query_offered_capacity(country_code_from, country_code_to, contract_marketagreement_type, start=start, end=end, implicit=True)\nclient.query_aggregate_water_reservoirs_and_hydro_storage(country_code, start=start, end=end)\n\n# methods that return Pandas DataFrames\nclient.query_load(country_code, start=start, end=end)\nclient.query_load_forecast(country_code, start=start, end=end)\nclient.query_load_and_forecast(country_code, start=start, end=end)\nclient.query_generation_forecast(country_code, start=start, end=end)\nclient.query_wind_and_solar_forecast(country_code, start=start, end=end, psr_type=None)\nclient.query_intraday_wind_and_solar_forecast(country_code, start=start, end=end, psr_type=None)\nclient.query_generation(country_code, start=start, end=end, psr_type=None)\nclient.query_generation_per_plant(country_code, start=start, end=end, psr_type=None, include_eic=False)\nclient.query_installed_generation_capacity(country_code, start=start, end=end, psr_type=None)\nclient.query_installed_generation_capacity_per_unit(country_code, start=start, end=end, psr_type=None)\nclient.query_activated_balancing_energy_prices(country_code, start=start, end=end, process_type='A16', psr_type=None, business_type=None, standard_market_product=None, original_market_product=None)\nclient.query_activated_balancing_energy(country_code, start=start, end=end, business_type, psr_type=None)\nclient.query_imbalance_prices(country_code, start=start, end=end, psr_type=None)\nclient.query_imbalance_volumes(country_code, start=start, end=end, psr_type=None)\nclient.query_contracted_reserve_prices(country_code, type_marketagreement_type, start=start, end=end, psr_type=None)\nclient.query_contracted_reserve_amount(country_code, type_marketagreement_type, start=start, end=end, psr_type=None)\nclient.query_unavailability_of_generation_units(country_code, start=start, end=end, docstatus=None, periodstartupdate=None, periodendupdate=None)\nclient.query_unavailability_of_production_units(country_code, start, end, docstatus=None, periodstartupdate=None, periodendupdate=None)\nclient.query_unavailability_transmission(country_code_from, country_code_to, start=start, end=end, docstatus=None, periodstartupdate=None, periodendupdate=None)\nclient.query_withdrawn_unavailability_of_generation_units(country_code, start, end)\nclient.query_unavailability_of_offshore_grid(area_code, start, end)\nclient.query_physical_crossborder_allborders(country_code, start, end, export=True)\nclient.query_import(country_code, start, end)\nclient.query_generation_import(country_code, start, end)\nclient.query_procured_balancing_capacity(country_code, process_type, start=start, end=end, type_marketagreement_type=None)\n\n```\n#### Dump result to file\nSee a list of all IO-methods on https://pandas.pydata.org/pandas-docs/stable/io.html\n```python\nts = client.query_day_ahead_prices(country_code, start=start, end=end)\nts.to_csv('outfile.csv')\n```\n\n### Download from ENTSOE File Library\nTo download from the file libary, which replaced the old SFTP use the ```files``` subpackage with the ```EntsoeFileClient```\n\n```python\nfrom entsoe.files import EntsoeFileClient\n\nclient = EntsoeFileClient(username=\u003cYOUR ENTSOE USERNAME\u003e, pwd=\u003cYOUR ENTSOE PASSWORD\u003e)\n# this returns a dict of {filename: unique_id}:\nfile_list = client.list_folder('AcceptedAggregatedOffers_17.1.D')\n\n# either download one file by name:\ndf = client.download_single_file(folder='AcceptedAggregatedOffers_17.1.D', filename=list(file_list.keys())[0])\n\n# or download multiple by unique_id:\ndf = client.download_multiple_files(['a1a82b3f-c453-4181-8d20-ad39c948d4b0', '64e47e15-bac6-4212-b2dd-9667bdf33b5d'])\n```\n\n### Mappings\nThese lists are always evolving, so let us know if something's inaccurate!\n\nAll mappings can be found in ```mappings.py``` [here](https://github.com/EnergieID/entsoe-py/blob/master/entsoe/mappings.py)\n\nFor bidding zone that have changed (splitted/merged) some codes are only valid for certain times. The below table shows these cases.\n\n|  | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 |\n| -- | -- | -- | -- | -- | -- | -- | -- |\n| DE_AT_LU | yes | yes | yes | yes | No Value | No Value | No Value |\n| DE | No Value | No Value | No Value | No Value | No Value | No Value | No Value |\n| DE_LU | No Value | No Value | No Value | yes | yes | yes | yes |\n| AT | No Value | No Value | No Value | yes | yes | yes | yes |\n\n### Environment variables\n| Variables | Description |\n| -- | -- |\n| ENTSOE_ENDPOINT_URL | Override the default ENTSO-E API endpoint URL. |\n","funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["power","energy-system-model","energy-data","energy-system"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/271","html_url":"https://ost.ecosyste.ms/projects/271"}