Changelog

Development

0.97.0 (06.10.2024)

• DWD Road: Use correct 15 minute resolution

0.96.0 (04.10.2024)

• Bump polars to >=1.0.0

• Change DWDMosmixValues and DWDDmoValues to follow the core _collect_station_parameter method

• Allow only single issue retrieving with DWDMosmixRequest and DWDDmoRequest

0.95.1 (04.09.2024)

• Fix state column in station list creation for DWD Observation

0.95.0 (27.08.2024)

• Make fastexcel non-optional

• Remove upper dependency bounds

0.94.0 (10.08.2024)

• DWD Road: Add new station groups, log warning if no data is available, especially if the station group is one of the temporarily unavailable ones

• Explorer: Fix DWD Mosmix request kwargs setup

0.93.0 (06.08.2024)

• Fix multiple Geosphere parameter and unit enums

• Explorer: Fix wrap (parameter, dataset) in iterator

• Adjust parameter typing of apis

0.92.0 (31.07.2024)

• Rename parameters - units in parameter names are now directly following the number - temperature parameters now use meter instead of cm and also have a unit - e.g. TEMPERATURE_AIR_MEAN_2M, CLOUD_COVER_BETWEEN_2KM_TO_7KM, PROBABILITY_PRECIPITATION_HEIGHT_GT_0_0MM_LAST_6H

• Bump pyarrow version to <18

• Fix EaHydrology station list parsing

• Rename EaHydrology to EAHydrology

• Fix propagation of settings through EAHydrology values

0.91.0 (14.07.2024)

• Fix DWD Road api

0.90.0 (14.07.2024)

• Bump environs to <12

• Explorer: Fix json export

0.89.0 (03.07.2024)

• EaHydrology: Fix date parsing

• Hubeau: Use correct frequency unit

• Fix group by unpack

0.88.0 (14.06.2024)

• Allow passing –listen when running the explorer to specify the host and port

0.87.0 (06.06.2024)

• Rename warming stripes to climate stripes

• Add precipitation version

• Replace custom Settings class with pydantic model

0.86.0 (01.06.2024)

• Interpolation/Summary: Require start and end date

• Fix multiple issues with interpolation and summarization

• Enable interpolation and summarization for all services

0.85.0 (29.05.2024)

• Fix dropna argument for DWD Mosmix and DMO

• Adjust DWD Mosmix and DMO kml reader to parse all parameters

• Fix to_target(duckdb) for stations

• Fix init of DwdDmoRequest

0.84.0 (15.05.2024)

• Fix DWD Obs station list parsing again

0.83.0 (26.04.2024)

• Allow wide shape with multiple datasets

0.82.0 (25.04.2024)

• Adjust column specs for DWD Observation station listing

• Maintain order during deduplication

• Change threshold in filter_by_name to 0.0…1.0

0.81.0 (09.04.2024)

• Warming stripes: Add option to enable/disable showing only active stations

0.80.0 (08.04.2024)

• Migrate explorer to streamlit

• Explorer: Disable higher than daily resolutions for hosted version

• UI: Add warming stripes

0.79.0 (21.03.2024)

• Fix parsing of DWD Observation stations where name contains a comma

0.78.0 (09.03.2024)

• Docker: Install more extras

• Cli/Restapi: Return empty values if no data is available

0.77.1 (08.03.2024)

• Fix setting NOAA GHCN-h date to UTC

0.77.0 (08.03.2024)

• Refactor index caching -> Remove monkeypatch for fsspec

0.76.1 (03.03.2024)

• NOAA GHCN Hourly: Fix date parsing

0.76.0 (02.03.2024)

• Add NOAA GHCN Hourly API (also known as ISD)

0.75.0 (25.02.2024)

• Remove join outer workaround for polars and use outer_coalesce instead

• Allow duckdb for Python 3.12 again

• Update REST API index layout

• Bump polars to 0.20.10

• Docker: Bump to Python 3.12

• Docker: Reduce image size

0.74.0 (22.02.2024)

• Restapi: Add health check endpoint

0.73.0 (09.02.2024)

• Set upper version bound for Python to 4.0

• Add temporary workaround for bugged line in IMGW Hydrology station list

• Fix parsing of dates in NOAA GHCN api

• Make pandas optional

0.72.0 (13.01.2024)

• Allow for passing kwargs to the to_csv method

• Fix issue when using force_ndarray_like=True with pint UnitRegistry

0.71.0 (03.01.2024)

• Fix issue with DWD DMO api

• CI: Add support for Python 3.12

0.70.0 (30.12.2023)

• Docker: Enable interpolation in wetterdienst standard image

• IMGW Meteorology: Drop workaround for mixed up station list to fix issue

• WSV Hydrology: Fix issue with station list characteristic values

• DWD Observation: Remove redundant replace empty string in parser

• NWS Observation: Read json data from bytes

• EA Hydrology: Read json data from bytes

• Replace partial with lambda in most places

• IMGW: Use ttl of 5 minutes for caching

0.69.0 (18.12.2023)

• Restapi: Unify station parameter and add alias

• Interpolation: Make maximum station distance per parameter configurable via settings

• Result: Convert date to string only if dataframe is not empty

• Restapi: Move restapi from /restapi to /api

0.68.0 (01.12.2023)

• Add example for comparing Mosmix forecast and Observation data

• Fix parsing of DWD Observation 1 minute precipitation data

0.67.0 (17.11.2023)

• [Breaking] Use start_date and end_date instead of from_date and to_date

• Use artificial station id for interpolation and summarization

• Rename taken station ids columns for interpolation and summarization

0.66.1 (08.11.2023)

• Add workaround for issue with DWD Observation station lists

0.66.0 (07.11.2023)

• Fix DWD DMO access again

• Add lead time argument - one of short, long - for DWD DMO to address two versions of icon

• Rework dict-like export formats and tests with extensive support for typing

• Improve radar access

• Style restapi landing page

• Replace timezonefinder by tzfpy

0.65.0 (24.10.2023)

• Cleanup error handling

• Make cli work with DwdDmoRequest API

• Cleanup cli docs

• Fix DWD Observation API for 5 minute data

0.64.0 (12.10.2023)

• Remove direct tzdata dependency

• Replace pandas read_fwf calls by polars substitutes

• Export: Add support for InfluxDB 3.x

0.63.0 (08.10.2023)

• [Streamlit] Add sideboard with settings

• [Streamlit] Add station information json

• [Streamlit] Add units to DataFrame view and plots

• [Streamlit] Add JSON download

• Return data correctly sorted

0.62.0 (07.10.2023)

• Fix multiple issues with DwdObservationRequest API

• Raise minimum version of polars to 0.19.6 due to breaking changes

0.61.0 (06.10.2023)

• Make parameters TEMPERATURE_AIR_MAX_200 and TEMPERATURE_AIR_MIN_200 summarizable/interpolatable

• Add streamlit app for DWD climate stations

• Add sql query function to streamlit app

• Fix imgw meteorology station list parsing

• Improve streamlit app plotting capabilities

• Fix DWD DMO api

0.60.0 (16.09.2023)

• Add implementation for DWD DMO

0.59.3 (11.09.2023)

• Fix DWD solar date string correction

0.59.2 (06.09.2023)

• Fix documentation and unit conversion for Geosphere 10minute radiation data

0.59.1 (18.07.2023)

• Fix Geosphere parameter names

0.59.0 (30.07.2023)

• Revise type hints for parameter and station_id

• Fix Geosphere Observation parsing of dates in values -> thanks to @mhuber89 who discovered the bug and delivered a fix

0.58.1 (26.07.2023)

• Fix bug with Geosphere parameter case

0.58.0 (10.07.2023)

• Add retry to functions

• Add IMGW Hydrology API

• Add IMGW Meteorology API

• Rename FLOW to DISCHARGE and WATER_LEVEL to STAGE everywhere

0.57.1 (28.06.2023)

• Fix pyarrow dependency

0.57.0 (15.05.2023)

• Backend: Migrate from pandas to polars

• Sources: Add DWD Road Weather data

Attention

Switching to Polars may cause breaking changes for certain user-space code heavily using pandas idioms, because Wetterdienst now returns a Polars DataFrame. If you absolutely must use a pandas DataFrame, you can cast the Polars DataFrame to pandas by using the .to_pandas() method.

0.56.2 (11.05.2023)

• Fix Unit definition for RADIATION_GLOBAL

0.56.1 (10.05.2023)

• Fix JOULE_PER_SQUARE_METER definition from kilojoule/m2 to joule/m2

0.56.0 (02.05.2023)

• Update docker images

• Fix now and now_local attributes on core class

0.55.2 (20.04.2023)

• Fix precipitation index interpolation

0.55.1 (17.04.2023)

• Fix setting empty values in DWD observation data

• Fix DWD Radar composite path

0.55.0 (19.03.2023)

• Explorer: Fix function calls

• Drop Python 3.8 support

0.54.1 (13.03.2023)

• Fix DWD Observations 1 minute fileindex

0.54.0 (06.03.2023)

• CLI: Fix cli arguments with multiple items separated by comma (,)

• Fix fileindex/metaindex for DWD Observation

• SCALAR: Improve handling skipping of empty stations, especially within .filter_by_rank function

• DOCS: Fix precipitation height unit

• DOCS: Fix examples with “recent” period

• Make all parameter levels equal for all weather services to reduce complexity in code

• Change tidy option to shape, where shape="long" equals tidy=True and shape="wide" equals tidy=False

• Naming things: All things “Scalar” are now called “Timeseries”, with settings prefix ts_

• Drop some unnecessary enums

• Rename Environment Agency to ea in subspace

0.53.0 (07.02.2023)

• SCALAR: Change tidy option to be set to True if multiple different entire datasets are queried This change is in accordance with exporting results to json where multiple DataFrames are concatenated.

• CLI: Add command line options wetterdienst --version and wetterdienst -v to display version number

• Further cleanups

• Change Settings to be provided via initialization instead of having a singleton

0.52.0 (19.01.2023)

• Add Geosphere Observation implementation for Austrian meteorological data

• RADAR: Clean up code and merge access module into api

• DWD MOSMIX: Fix parsing station list

• DWD MOSMIX: Fix converting degrees minutes to decimal degrees within the stations list. The previous method did not produce correct results on negative lat/lon values.

0.51.0 (01.01.2023)

• Update wetterdienst explorer with clickable stations and slighly changed layout

• Improve radar tests and certain dict comparisons

• Fix problem with numeric column names in method gain_of_value_pairs

0.50.0 (03.12.2022)

• Interpolation/Summary: Now the queried point can be an existing station laying on the border of the polygon that it’s being checked against

• Geo: Change function signatures to use latlon tuple instead of latitude and longitude

• Geo: Enable querying station id instead of latlon within interpolate and summarize

• Geo: Allow using values of nearby stations instead of interpolated values

• Fix timezone related problems when creating full date range

• UI: Add interpolate/summarize methods as subspaces

0.49.0 (28.11.2022)

• Fix bug where duplicates of acquired data would be dropped regarding only the date but not the parameter

• Add NOAA NWS Observation API

• Add Eaufrance Hubeau API for French river data (flow, stage)

• Fix NOAA GHCN access issues with timezones and empty data

0.48.0 (11.11.2022)

• Fix DWD Observation urban_pressure dataset access (again)

• Add example to dump DWD climate summary observations in zarr with help of xarray

0.47.1 (23.10.2022)

• Fix DWD Observation urban_pressure dataset access

0.47.0 (14.10.2022)

• Add support for reading DWD Mosmix-L all stations files

0.46.0 (14.10.2022)

• Add summary of multiple weather stations for a given lat/lon point (currently only works for DWDObservationRequest)

0.45.2 (11.10.2022)

• Make DwdMosmixRequest return data according to start and end date

0.45.1 (10.10.2022)

• Fix passing an empty DataFrame through unit conversion and ensure set of columns

0.45.0 (22.09.2022)

• Add interpolation of multiple weather stations for a given lat/lon point (currently only works for DWDObservationRequest)

• Fix access of DWD Observation climate_urban datasets

0.44.0 (18.09.2022)

• Slightly adapt the conversion function to satisfy linter

• Fix parameter names:

  • we now use consistently INDEX instead of INDICATOR

  • index and form got mixed up with certain parameters, where actually index was measured/given but not the form

  • global radiation was mistakenly named radiation_short_wave_direct at certain points, now it is named correctly

• Adjust Docker images to fix build problems, now use python 3.10 as base

• Adjust NOAA sources to AWS as NCEI sources currently are not available

• Make explorer work again for all services setting up Period enum classes instead of single instances of Period for period base

0.43.0 (05.09.2022)

• Use lxml.iterparse to reduce memory consumption when parsing DWD Mosmix files

• Fix Settings object instantiation

• Change logging level for Settings.cache_disable to INFO

• Add DWD Observation climate_urban datasets

0.42.1 (25.08.2022)

• Fix DWD Mosmix station locations

0.42.0 (22.08.2022)

• Move cache settings to core wetterdienst Settings object

• Fix two parameter names

0.41.1 (04.08.2022)

• Fix correct mapping of periods for solar daily data which should also have Period.HISTORICAL besides Period.RECENT

0.41.0 (24.07.2022)

• Fix passing through of empty dataframe when trying to convert units

0.40.0 (10.07.2022)

• Update dependencies

0.39.0 (27.06.2022)

• Update dependencies

0.38.0 (09.06.2022)

• Add DWD Observation 5 minute precipitation dataset

• Add test to compare actually provided DWD observation datasets with the ones we made available with wetterdienst

• Fix one particular dataset which was not correctly included in our DWD observations resolution-dataset-mapping

0.37.0 (06.06.2022)

• Fix EA hydrology access

• Update ECCC observation methods to acquire station listing

0.36.0 (31.05.2022)

• Fix using shared FSSPEC_CLIENT_KWARGS everywhere

0.35.0 (29.05.2022)

• Add option to skip empty stations (option tidy must be set)

• Add option to drop empty rows (value is NaN) (option tidy must be set)

0.34.0 (22.05.2022)

• Add UKs Environment Agency hydrology API

0.33.0 (14.05.2022)

• Fix acquisition of DWD weather phenomena data

• Set default encoding when reading data from DWD with pandas to ‘latin1’

• Fix typo in EcccObservationResolution

0.32.4 (14.05.2022)

• Fix acquisition of historical DWD radolan data that comes in archives

0.32.3 (12.05.2022)

• Fix creation of empty DataFrame for missing station ids

• Fix creation of empty DataFrame for annual data

0.32.2 (10.05.2022)

• Revert ssl option

0.32.1 (09.05.2022)

• Circumvent DWD server ssl certificate problem by temporary removing ssl verification

0.32.0 (24.04.2022)

• Add implementation of WSV Pegelonline service

• Clean up code at several places

• Fix ECCC observations access

0.31.1 (03.04.2022)

• Change integer dtypes in untidy format to float to prevent loosing information when converting units

0.31.0 (29.03.2022)

• Improve integrity of dataset, parameter and unit enumerations with further tests

• Change source of hourly sunshine duration to dataset sun

• Change source of hourly total cloud cover (+indicator) to dataset cloudiness

0.30.1 (03.03.2022)

• Fix naming of sun dataset

• Fix DWD Observation monthly test

0.30.0 (27.02.2022)

• Fix monthly/annual data of DWD observations

0.29.0 (27.02.2022)

• Simplify parameters using only one enumeration for flattened and detailed parameters

• Rename dataset SUNSHINE_DURATION to SUN to avoid complications with similar named parameter and dataset

• Rename parameter VISIBILITY to VISIBILITY_RANGE

• Add datasets EXTREME_WIND (subdaily) and MORE_WEATHER_PHENOMENA (daily)

• Add support for Python 3.10 and drop Python 3.7

0.28.0 (19.02.2022)

• Extend explorer to use all implemented APIs

• Fix cli/restapi: return json and use NULL instead of NaN

0.27.0 (16.02.2022)

• Fix missing station ids within values result

• Add details about time interval for NOAA GHCN stations

• Fix falsely calculated station distances

• Add support for Python 3.10, drop support for Python 3.7

0.26.0 (06.02.2022)

• Add Wetterdienst.Settings to manage general settings like tidy, humanize,…

• Rename DWD forecast to mosmix

• Instead of “kind” use “network” attribute to differ between different data products of a provider

• Change data source of NOAA GHCN after problems with timeouts when reaching the server

• Fix problem with timezone conversion when having dates that are already timezone aware

0.25.1 (30.01.2022)

• Fix cli error with upgraded click ^8.0 where default False would be converted to “False”

0.25.0 (30.01.2022)

• Fix access to ECCC stations listing using Google Drive storage

• Remove/replace caching entirely by fsspec (+monkeypatch)

• Fix bug with DWD intervals

0.24.0 (24.01.2022)

• Add NOAA GHCN API

• Fix radar index by filtering out bz2 files

0.23.0 (21.11.2021)

• [FIX] Add missing positional dataset argument for _create_empty_station_parameter_df

• [FIX] Timestamps of 1 minute / 10 minutes DWD data now have a gap hour at the end of year 1999 due to timezone shifts

0.22.0 (01.10.2021)

• [BREAKING] Introduce core Parameter enum with fixed set of parameter names. Several parameters may have been renamed!

• Add FSSPEC_CLIENT_KWARGS variable at wetterdienst.util.cache for passing extra settings to fsspec request client

0.21.0 (10.09.2021)

• Start migrating from dogpile.cache to filesystem_spec

0.20.4 (07.08.2021)

Features

• Enable selecting a parameter precisely from a dataset by passing a tuple like [(“precipitation_height”, “kl”)] or [(“precipitation_height”, “precipitation_more”)], or for cli/restapi use “precipitation_height/kl”

• Rename wetterdienst show to wetterdienst info, make version accessible via CLI with wetterdienst version

Bugfixes

• Bug when querying an entire DWD dataset for 10_minutes/1_minute resolution without providing start_date/end_date, which results in the interval of the request being None

• Test of restapi with recent period

• Get rid of pandas performance warning from DWD Mosmix data

0.20.3 (15.07.2021)

• Bugfix acquisition of DWD radar data

• Adjust DWD radar composite parameters to new index

0.20.2 (26.06.2021)

• Bugfix tidy method for DWD observation data

0.20.1 (26.06.2021)

• Update readme on sandbox developer installation

• Bugfix show method

0.20.0 (23.06.2021)

• Change cli base to click

• Add support for wetterdienst core API in cli and restapi

• Export: Use InfluxDBClient instead of DataFrameClient and improve connection handling with InfluxDB 1.x

• Export: Add support for InfluxDB 2.x

• Fix InfluxDB export by skipping empty fields

• Add show() method with basic information on the wetterdienst instance

0.19.0 (14.05.2021)

• Make tidy method a abstract core method of Values class

• Fix DWD Mosmix generator to return all contained dataframes

0.18.0 (04.05.2021)

• Add origin and si unit mappings to services

• Use argument “si_units” in request classes to convert origin units to si, set to default

• Improve caching behaviour by introducing optional WD_CACHE_DIR and WD_CACHE_DISABLE environment variables. Thanks, @meteoDaniel!

• Add baseline test for ECCC observations

• Add DWD Observation hourly moisture to catalogue

0.17.0 (08.04.2021)

• Add capability to export data to Zarr format

• Add Wetterdienst Explorer UI. Thanks, @meteoDaniel!

• Add MAC ARM64 supoort with dependency restrictions

• Radar: Verify HDF5 responses instead of returning invalid data

• Add support for stations filtering via bbox and name

• Add support for units in distance filtering

• Rename station_name to name

• Rename filter methods to .filter_by_station_id and .filter_by_name, use same convention for bbox, filter_by_rank (previously nearby_number), filter_by_distance (nearby_distance)

• Mosmix: Use cached stations to improve performance

0.16.1 (31.03.2021)

• Make .discover return lowercase parameters and datasets

0.16.0 (29.03.2021)

• Use direct mapping to get a parameter set for a parameter

• Rename DwdObservationParameterSet to DwdObservationDataset as well as corresponding columns

• Merge metadata access into Request

• Repair CLI and I/O subsystem

• Add capability to export to Feather- and Parquet-files to I/O subsystem

• Deprecate support for Python 3.6

• Add --reload parameter to wetterdienst restapi for supporting development

• Improve spreadsheet export

• Increase I/O subsystem test coverage

• Make all DWD observation field names lowercase

• Make all DWD forecast (mosmix) field names lowercase

• Add Environment and Climate Change Canada API

• Rename humanize_parameters to humanize and tidy_data to tidy

• Radar: Use OPERA as data source for improved list of radar sites

0.15.0 (07.03.2021)

• Add StationsResult and ValuesResult to allow for new workflow and connect stations and values request

• Add accessor .values to Stations class to get straight to values for a request

• Rename Stations to Request and use upper camel case e.g. DwdObservationRequest

• Add top-level API

• Fix issue with Mosmix station location

0.14.1 (21.02.2021)

• Fix date filtering of DWD observations, where accidentally an empty dataframe was returned

0.14.0 (05.02.2021)

• DWD: Add missing radar site “Emden” (EMD, wmo=10204)

• Mosmix stations: fix longitudes/latitudes to be decimal degrees (before they were degrees and minutes)

• Change key STATION_HEIGHT to HEIGHT, LAT to LATITUDE, LON to LONGITUDE

• Rename “Data” classes to “Values”

• Make arguments singular

0.13.0 (21.01.2021)

• Create general Resolution and Period enumerations that can be used anywhere

• Create a full dataframe even if no values exist at requested time

• Add further attributes to the class structure

• Make dates timezone aware

• Restrict dates to isoformat

0.12.1 (29.12.2020)

• Fix 10minutes file index interval range by adding timezone information

0.12.0 (23.12.2020)

• Move more functionality into core classes

• Add more attributes to the core e.g. source and timezone

• Make dates of internal data timezone aware, set start date and end date to UTC

• Add issue date to Mosmix class that actually refers to the Mosmix run instead of start date and end date

• Use Result object for every data related return

• In accordance with typical naming conventions, DWDObservationSites is renamed to DWDObservationStations, the same is applied to DWDMosmixSites

• The name ELEMENT is removed and replaced by parameter while the acutal parameter set e.g. CLIMATE_SUMMARY is now found under PARAMETER_SET

• Remove StorageAdapter and its dependencies

• Methods self.collect_data() and self.collect_safe() are replaced by self.query() and self.all() and will deprecate at some point

0.11.1 (10.12.2020)

• Bump h5py to version 3.1.0 in order to satisfy installation on Python 3.9

0.11.0 (04.12.2020)

• InfluxDB export: Fix export in non-tidy format (#230). Thanks, @wetterfrosch!

• InfluxDB export: Use “quality” column as tag (#234). Thanks, @wetterfrosch!

• InfluxDB export: Use a batch size of 50000 to handle larger amounts of data (#235). Thanks, @wetterfrosch!

• Update radar examples to use wradlib>=1.9.0. Thanks, @kmuehlbauer!

• Change wherever possible column type to category

• Increase efficiency by downloading only historical files with overlapping dates if start_date and end_date are given

• Use periods dynamically depending on start and end date

• Fix inconsistency within 1 minute precipitation data where historical files have more columns

• Improve DWD PDF parser to extract quality information and select language. Also, add an example at example/dwd_describe_fields.py as well as respective documentation.

0.10.1 (14.11.2020)

• Upgrade to dateparser-1.0.0. Thanks, @steffen746, @noviluni and @Gallaecio! This fixes a problem with timezones on Windows. The reason is that Windows has no zoneinfo database and tzlocal switched from pytz to tzinfo. https://github.com/earthobservations/wetterdienst/issues/222

0.10.0 (26.10.2020)

• CLI: Obtain “–tidy” argument from command line

• Extend MOSMIX support to equal the API of observations

• DWDObservationSites now filters for those stations which have a file on the server

• DWDObservationData now also takes an individual parameter independent of the pre-configured DWD datasets by using DWDObservationParameter or similar names e.g. “precipitation_height”

• Newly introduced coexistence of DWDObservationParameter and DWDObservationParameterSet to address parameter sets as well as individual parameters

• Imports are changed to submodule thus now one has to import everything from wetterdienst.dwd

• Renaming of time_resolution to resolution, period_type to period, several other relabels

0.9.0 (09.10.2020)

• Large refactoring

• Make period type in DWDObservationData and cli optional

• Activate SQL querying again by using DuckDB 0.2.2.dev254. Thanks, @Mytherin!

• Fix coercion of integers with nans

• Fix problem with storing IntegerArrays in HDF

• Rename DWDStationRequest to DWDObservationData

• Add DWDObservationSites API wrapper to acquire station information

• Move discover_climate_observations to DWDObservationMetadata.discover_parameters

• Add PDF-based DWDObservationMetadata.describe_fields()

• Upgrade Docker images to Python 3.8.6

• Move intermediate storage of HDF out of data collection

• Fix bug with date filtering for empty/no station data for a given parameter

• Radar data: Add non-RADOLAN data acquisition

0.8.0 (25.09.2020)

• Add TTL-based persistent caching using dogpile.cache

• Add example/radolan.py and adjust documentation

• Export dataframe to different data sinks like SQLite, DuckDB, InfluxDB and CrateDB

• Query results with SQL, based on in-memory DuckDB

• Split get_nearby_stations into two functions, get_nearby_stations_by_number and get_nearby_stations_by_distance

• Add MOSMIX client and parser. Thanks, @jlewis91!

• Add basic HTTP API

0.7.0 (16.09.2020)

• Add test for Jupyter notebook

• Add function to discover available climate observations (time resolution, parameter, period type)

• Make the CLI work again and add software tests to prevent future havocs

• Use Sphinx Material theme for documentation

• Fix typo in enumeration for TimeResolution.MINUTES_10

• Add test for Jupyter notebook

• Add function to discover available climate observations (time resolution, parameter, period type)

0.6.0 (07.09.2020)

• enhance usage of get_nearby_stations to check for availability

• output of get_nearby_stations is now a slice of meta_data DataFrame output

0.5.0 (27.08.2020)

• add RADOLAN support

• change module and function naming in accordance with RADOLAN

0.4.0 (03.08.2020)

• extend DWDObservationData to take multiple parameters as request

• add documentation at readthedocs.io

• [cli] Adjust methods to work with multiple parameters

0.3.0 (26.07.2020)

• establish code style black

• setup nox session that can be used to run black via nox -s black for one of the supported Python versions

• add option for data collection to tidy the DataFrame (properly reshape) with the “tidy_data” keyword and set it to be used as default

• fix integer type casting for cases with nans in the column/series

• fix humanizing of column names for tidy data

0.2.0 (23.07.2020)

• [cli] Add geospatial filtering by distance.

• [cli] Filter stations by station identifiers.

• [cli] Add GeoJSON output format for station data.

• improvements to parsing high resolution data by setting specific datetime formats and changing to concurrent.futures

• fix na value detection for cases where cells have leading and trailing whitespace

• change column name mapping to more explicit one with columns being individually addressable

• add full column names for every individual parameter

• more specific type casting for integer fields and string fields

0.1.1 (05.07.2020)

• [cli] Add geospatial filtering by number of nearby stations.

• Simplify release pipeline

• small updates to readme

• change updating “parallel” argument to be done after parameter parsing to prevent mistakenly not found parameter

• remove find_all_match_strings function and extract functionality to individual operations

• parameter, time resolution and period type can now also be passed as strings of the enumerations e.g. “climate_summary” or “CLIMATE_SUMMARY” for Parameter.CLIMATE_SUMMARY

• enable selecting nearby stations by distance rather then by number of stations

0.1.0 (02.07.2020)

• initial release

• update README.md

• update example notebook

• add Gh Action for release

• rename library