Skip to main content

Python client to access weather data from Deutscher Wetterdienst (DWD), the federal meteorological service in Germany.

Project description

https://img.shields.io/badge/Python-2.7-green.svg https://img.shields.io/pypi/v/dwdweather2.svg https://img.shields.io/github/tag/panodata/dwdweather2.svg https://assets.okfn.org/images/ok_buttons/od_80x15_red_green.png https://assets.okfn.org/images/ok_buttons/oc_80x15_blue.png https://assets.okfn.org/images/ok_buttons/os_80x15_orange_grey.png https://img.shields.io/badge/code%20style-black-000000.svg

dwdweather2

Python client to access weather data from Deutscher Wetterdienst (DWD), the federal meteorological service in Germany.

Installation

pip install dwdweather2

Synopsis

Command line usage

Get all stations with daily resolution:

dwdweather stations --resolution=daily

Get all stations with hourly resolution (default):

dwdweather stations --resolution=hourly

Get all stations with 10_minutes resolution:

dwdweather stations --resolution=10_minutes

Get closest station (first argument is longitude, second is latitude):

dwdweather station 7.0 51.0

Export stations as CSV:

dwdweather stations --type csv --file stations.csv

Export stations as GeoJSON:

dwdweather stations --type geojson --file stations.geojson

Get weather at station for certain hour (UTC):

dwdweather weather 2667 2019-06-01T15:00

To restrict the import to specified categories, run the program like:

dwdweather weather 2667 2019-06-01T15:00 --categories air_temperature precipitation pressure

Finally, to drop the cache database before performing any work, use the --reset-cache option:

dwdweather stations --reset-cache

Choose dataset with daily resolution:

dwdweather weather 44 2020-06-01 --resolution=daily

Choose dataset with hourly resolution:

dwdweather weather 44 2020-06-01T08 --resolution=hourly

Choose dataset with 10_minutes resolution:

dwdweather weather 2667 2019-06-01T15:20 --resolution=10_minutes

Usage as library

from datetime import datetime
from dwdweather import DwdWeather

# Create client object.
dwd = DwdWeather(resolution="hourly")

# Find closest station to position.
closest = dwd.nearest_station(lon=7.0, lat=51.0)

# The hour you're interested in.
# The example is 2014-03-22 12:00 (UTC).
query_hour = datetime(2014, 3, 22, 12)

result = dwd.query(station_id=closest["station_id"], timestamp=query_hour)
print(result)

DwdWeather.query() returns a dictionary with the full set of possible keys as outlined in doc/usage-library.rst.

Notes

  • Data is cached in a local sqlite3 database to improve query performance for consecutive invocations.

  • The “stations cache” is filled upon first request to DwdWeather.stations() or DwdWeather.nearest_station()

  • The “stations cache” will not be refreshed automatically. Use DwdWeather.import_stations() to do this.

  • The “measures cache” is filled upon first access to measures using DwdWeather.query() and updated whenever a query cannot be fulfilled from the cache.

  • The cache by default resides in the ~/.dwd-weather directory. This can be controlled using the cachepath argument of DwdWeather().

  • The amount of data can be ~60 MB per station for full historic extent and will obviously increase by time.

  • If weather data is queried and the query can’t be fulfilled from the cache, data is loaded from the server - even if the data has been updated a second before. If the server doesn’t have data for the requested time (e.g. since it’s not yet available), this unnecessarily causes network traffic and wait time. Certainly space for improvement here.

Licenses

Code license

Licensed under the MIT license. See LICENSE for details.

Data license

The DWD has information about their terms of use policy in German and English.

Project information

Credits

Thanks to Marian Steinbach, all other contributors and the DWD.

Changelog

See file CHANGES.rst.

Other projects

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

dwdweather2-0.14.0.tar.gz (22.5 kB view details)

Uploaded Source

File details

Details for the file dwdweather2-0.14.0.tar.gz.

File metadata

  • Download URL: dwdweather2-0.14.0.tar.gz
  • Upload date:
  • Size: 22.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/46.0.0 requests-toolbelt/0.9.1 tqdm/4.41.0 CPython/3.8.3

File hashes

Hashes for dwdweather2-0.14.0.tar.gz
Algorithm Hash digest
SHA256 9fddb9e66fb8b5cc3ef324d99dc968d27aed50669a32018b0c409d5f6c53508a
MD5 f751af3bb402d9f25e20c589fd93e58a
BLAKE2b-256 5a918d4bd93ce13b4e447497716417f7c88cd0b6f51f053c7265bd291154dbc8

See more details on using hashes here.

Provenance

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page