(D)ata (D)istributie (L)aag is a service from Rijkswaterstaat for distributing water quantity data. This package provides an API for python.
Service from Rijkswaterstaat for distributing water quantity data.
- Free software: GNU General Public License v3
- Documentation: https://ddlpy.readthedocs.io.
See also https://github.com/wstolte/rwsapi for the R API.
Make sure you have installed:
- pandas
- numpy
- click
- python-dateutil>=2.8
To install this ddlpy, go to the directory where this code is located and type in a console:
pip install ddlpy
In the folder examples you will find the following files:
-
minimal example.py -> minimal code to retrieve data.
-
1_get_data_from_water_info_parallel.py -> Code to retrieve a bulk of observations per parameter and per station.
This code is parallelized; therefore, you can specify the number of processors you want to use.
The output of this code is the data in csv format.
- 2_get_netcdf.py -> Code to transform the csv files run in the previous script into netcdf files.
More detailed explanation on the usage of these codes are inside the notebooks directory.
You can also run ddlpy from the console. The options you can use are the following:
-
Write locations metadata to output file, given input station codes and parameter codes:
ddlpy locations
To get access to the help menu, type in a terminal: ddlpy locations --help.
-
Obtain measurements from json file containing locations and codes:
ddlpy measurements
To get access to the help menu, type in a terminal: ddlpy measurements --help.
IMPORTANT: You can not run ddlpy measurements before running ddlpy locations, unless you already have a .json file listing the stations and the parameters you need data from.