Read-only electricity, gas, and weather data with structured provenance and units.
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Unified Python SDK for European and U.S. energy market data.
Clarigrid provides a single, stable Python interface to access and normalise European and U.S. energy market data from multiple sources. All data comes back as timezone-aware pandas DataFrames with consistent column names and units.
Built-in free providers (no API key required) include Energy-Charts (Europe), Energinet (DK1/DK2), SMARD (DE), Elia (BE), NESO (GB), Elexon/BMRS (GB), and ENTSOG (EU gas). Fingrid (FI), GIE AGSI/ALSI (European gas), and TenneT (NL) are also built in and use free API keys. For the United States, CAISO OASIS and NYISO provide no-auth market and system data. EIA-930 provides nationwide hourly balancing-authority load, forecasts, fuel generation, and physical interchange with a free EIA key. Global historical meteorology and solar data are available from NASA POWER without an API key. ENTSO-E and other key-protected sources can be configured as described in API key setup below.
For the interactive setup wizard and CLI tools:
Some providers (ENTSO-E, TenneT) require a personal API key issued by the upstream data source. Clarigrid supports two ways to supply these keys.
Store all your provider keys in one place at clarigrid.energy/saved. The SDK then fetches them automatically using a single ClarigGrid API key.
First-time setup (interactive):
Or use the CLI:
Headless / CI environments: set one environment variable and no browser is ever needed:
The SDK uses CLARIGRID_API_KEY to fetch all your stored provider keys
from clarigrid.energy on the first connect() call of each session.
How to get a CLARIGRID_API_KEY:
cg.connect("entsoe") once in an interactive terminal β the browser
flow logs you in and stores your CLARIGRID_API_KEY locally.If you prefer not to use a clarigrid.energy account, set provider keys
directly. Keys are stored in ~/.config/clarigrid/.env (permissions: 600).
Environment variable (recommended for CI):
Config file β add to ~/.config/clarigrid/.env:
Each call to cg.connect() registers a provider and its capability-specific
zone coverage in
an internal router. When you call get_prices("DE"), the router picks the
best connected provider for that zone and dataset automatically.
Multiple connect() calls accumulate coverage. If two providers both cover
the same zone/dataset pair, the later connect() call wins.
If no connected provider covers the requested zone/dataset, a helpful error is raised:
To bypass routing and force a specific provider:
All functions return a pandas.DataFrame with:
| Property | Value |
|---|---|
| Index | DatetimeIndex named utc_time, tz-aware |
| Timezone | UTC by default; change with cg.set_timezone() |
| Price column | price_mwh |
| Load column | load_mw |
| Generation columns | fuel-type specific, e.g. solar_mw, wind_onshore_mw, nuclear_mw |
| Gas flow column | flow_kwh_d |
| Gas storage | inventory in *_mwh; daily rates in *_mwh_d |
| LNG inventory | *_thousand_m3; send-out in *_mwh_d |
| Cross-border columns | signed MW; imports positive, exports negative |
| Installed capacity | *_capacity_mw; storage energy uses *_energy_mwh |
| Frequency | frequency_hz |
| Renewable shares | *_pct |
Price currency is stored in df.attrs["currency"] (for example "EUR",
"GBP", or "USD"):
European zone codes follow the ENTSO-E bidding zone convention (BE, DE_LU,
FR ...). U.S. electricity uses EIA/NERC balancing-authority codes (CISO,
ERCO, PJM, NYIS) and explicit market hubs (CISO_NP15). Common aliases
(DE β DE_LU, CAISO β CISO, ERCOT β ERCO) resolve automatically.
Data is always fetched and cached as UTC. Timezone conversion is applied at the output boundary only.
Responses are cached locally at ~/.clarigrid/cache/ as Parquet files
(requires pip install clarigrid[cache]), keyed by provider + dataset +
zone + date range. Historical data is cached indefinitely; live data
expires after 1 hour by default.
Disable caching per call:
Requires pip install clarigrid[auth].
| Function | Description |
|---|---|
cg.connect(provider) | Connect provider; handles auth for key-guarded sources |
cg.set_timezone(tz) | Set output timezone (IANA string, default "UTC") |
cg.get_prices(zone, start, end, market="day_ahead", node=None) | Electricity prices β price_mwh; optional node for nodal markets |
cg.get_load(zone, start, end) | Actual total load β load_mw |
cg.get_generation(zone, start, end) | Generation per fuel type β *_mw columns |
cg.get_generation_forecast(zone, start, end) | Wind/solar generation forecast β *_forecast_mw |
cg.get_load_forecast(zone, start, end) | Load forecast β load_forecast_mw |
cg.get_physical_flows(zone, start, end) | Signed cross-border physical flows in MW |
cg.get_commercial_schedule(zone, start, end) | Signed commercial exchanges in MW |
cg.get_installed_capacity(zone, start, end) | Installed power by technology in MW |
cg.get_frequency(zone, start, end) | System frequency β frequency_hz |
cg.get_renewable_share(zone, start, end) | Renewable share in percent |
cg.get_co2_intensity(zone, start, end) | Electricity carbon intensity in gCO2/kWh |
cg.get_co2_forecast(zone, start, end) | Forecast carbon intensity in gCO2/kWh |
cg.get_gas_flows(zone, start, end) | Gas physical flows β flow_kwh_d |
cg.get_capacity(zone, start, end) | Firm technical gas capacity β capacity_kwh_d |
cg.get_gas_storage(zone, start, end) | Gas inventory, capacity, injection and withdrawal |
cg.get_lng_inventory(zone, start, end) | LNG tank inventory and terminal send-out |
cg.get_weather(zone, start, end) | Weather observations / forecasts |
cg.status() | Print connected providers, zones, capabilities |
cg.set_api_key(provider, key) | Store a provider key locally |
cg.list_providers() | List all registered provider names |
cg.register_provider(name, instance) | Register an external provider |
All data functions accept:
source="name" β override the router for this call onlyuse_cache=False β bypass the local cache| Name | Data | Zones | Auth |
|---|---|---|---|
energycharts | prices, load, generation, forecasts, capacity, cross-border flows, frequency, renewable share | European countries and openly licensed price zones | None |
energinet | prices, load, generation, forecasts, physical flows, actual/forecast CO2 | DK1, DK2 | None |
redata | five-minute load/forecast; daily-average generation, shares and physical flows; installed capacity | ES | None |
rte | load, generation, load forecasts, physical/commercial exchanges, generation shares and CO2 | FR | None |
fingrid | load, generation, forecasts, flows, NTC, capacity, frequency, CO2, imbalance and balancing | FI | Free API key |
gie | daily underground gas storage and LNG terminal inventory | Europe, countries, facilities | Free API key |
eia | hourly load, forecast, fuel generation, physical interchange and generation shares | U.S. balancing authorities and regions | Free API key |
caiso | day-ahead LMP at NP15, SP15, ZP26 or an explicit node | California ISO | None |
nyiso | day-ahead zonal LBMP, actual/forecast load, fuel mix and shares | New York ISO and NYISO load zones | None |
nasapower | daily/hourly meteorology, precipitation, wind and solar radiation | Global point locations (lat,lon) | None |
smard | prices, load, generation | DE, AT, LU + TSO sub-zones | None |
elia | load, generation | BE | None |
neso | load, embedded generation, actual/forecast CO2, generation shares | GB | None |
elexon | prices, generation mix | GB | None |
entsog | gas flows, capacity | All ENTSOG operators | None |
entsoe | prices, load, generation | All ENTSO-E bidding zones | ENTSOE_API_KEY |
tennet | (data fetching coming soon) | NL | TENNET_API_KEY |
Keys for entsoe and tennet are issued by the respective upstream provider.
Store them via a clarigrid.energy account or
set them manually as described in API key setup.
External providers subclass DataProvider, declare their zones() and
capabilities(), and self-register on import. Providers whose capabilities
have different geographical coverage can additionally override
capability_zones():
After cg.connect("nordpool"), calls to cg.get_prices("NO1", β¦) route
to this provider automatically.
Apache 2.0 β see LICENSE.
Copyright (c) 2026 Alexander Hoogsteyn.
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