cdsapi | Python API to access the Copernicus Climate Data Store (CDS) | REST library
kandi X-RAY | cdsapi Summary
kandi X-RAY | cdsapi Summary
Python API to access the Copernicus Climate Data Store (CDS)
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Top functions reviewed by kandi - BETA
- Update information about the task
- Decorator that retries a request
- Log a debug message
- Log a message
- Log a warning
- Retrieve a single resource
- Sends a request to the API
- Log status of a given url
- Return the current status of the container
- Log error
- Run a workflow
- Create a CDS service
- Convert obj to JSON
- Download the results
- Recursively download the results
- Check the status of a HEAD request
cdsapi Key Features
cdsapi Examples and Code Snippets
Community Discussions
Trending Discussions on cdsapi
QUESTION
Is it possible to merge two netCDF files with different spatial resolution?
I have two datasets.
The first one is the ESA Land Cover dataset with a spatial resoltion of 300m
as netCDF.
The first one is the population living in Italy with a spatial resolution of 100m
from WorldPop as a geoTIFF
that I convert as netCDF
.
This is what I am doing
...ANSWER
Answered 2022-Mar-30 at 15:41There are many ways to do it, but probably the easiest one is by gdalbuildvrt
.
Use gdalbuildvrt
- either from the command-line either from the Python library - and build a VRT
dataset. Make sure the highest resolution files are listed towards the end - if there is overlapping the final dataset wins.
Remember to use [-resolution {highest|lowest|average|user}]
option.
Once you have a composite Dataset, use gdal_translate
- CLI or Python - to consolidate it to a single monolithic Dataset in your preferred format.
Don't try to implement this yourself - it is more complicated than it might seem.
QUESTION
I have a plot that looks like this
I cannot understand how to manually change or set the range of data values for the colorbar. I would like to experiment with ranges based on the data values shown in the plots and change the colorbar to (-4,4). I see that plt.clim
, vmin
and vmax
are functions to possibly use.
Here is my code:
...ANSWER
Answered 2021-Aug-02 at 21:15I was able to reproduce your figure and found that I could add vmin
and vmax
as shown below. For some reason that meant I also had to specify the colormap, otherwise I ended up with viridis
. But the code below works for me (with a bit of refactoring as I got it working — the only material change here is in the plotting section at the bottom).
First, loading the data:
QUESTION
I have some data I'd like to download from the era5 model via the cdsapi package:
...ANSWER
Answered 2021-Feb-04 at 22:08It has been downloaded to your computer, probably to same folder where you run your srript from.
You can also specify different location if you put custom full path instead of 'download.grib'
.
File can also be found on cds portal in your requests section
QUESTION
I want to ask something. I'm trying to run the code shown below. But line 40, in
...ANSWER
Answered 2021-Jan-29 at 09:25Basically, you are trying to assign the output of t2m.get_dims()
into 3 variables:
time_dim
,lat_dim
,lon_dim
🚫 However, in reality, the call to t2m.get_dims()
returns more than 3 values.
🚫 And that's why you have the error: too many values to unpack
TROUBLESHOOT:
✅ Step 1 > Assign the return value to a list (outputs) > outputs = t2m.get_dims()
✅ Step 2 > Print the outputs to see the list elements > print(outputs)
✅ Step 3 > Find out which indexes correspond to which value of time_dim
, lat_dim
, lon_dim
✅ Step 4 > Assign the values based on the corresponding index, like: time_dim = outputs[0]
QUESTION
I have a simple Azure func defined like this:
...ANSWER
Answered 2020-Sep-06 at 21:23In order to do this I had to edit source code in cdsapi
package. This is because API is by default set to search for /.cdsapirc
file in local machine. This is file where url
and key
are stored.
This environment and file cannot be reproduced in cloud azure function.
What I did is simply setting url
and key
to empty string in __init__
method inside Client
class,and later setting them to appropriate values.
QUESTION
I am trying to stream data from hyperlink destination to azure storage. I have to do this via binding since I want to run this from azure function App.
file -- function.json:
...ANSWER
Answered 2020-Sep-06 at 15:20Problem is you were trying to read the File from URL with open(source_blob, "rb") as data:
which of course won't work since open
is for local files only. I have changed your code as below using requests
module to get the remote URL response and set the content to blob.
QUESTION
The shell command pip install cartopy
led to several errors.
At first, the following error occurred:
...ANSWER
Answered 2020-Aug-04 at 08:40After searching solutions to the main error message c++: error: unrecognized command line option '-R'
, I finally found it in this discussion.
What I did was searching for the relevant files using the mighty find
method:
QUESTION
I made file'DWDfunctional.py' containing the following codes:
...ANSWER
Answered 2020-May-21 at 04:10After the import, you may check module.__file__
to see where your module
came from.
In your particular case, you may check ForecastDownloader.__file__
that should give you the correct file path.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install cdsapi
You can use cdsapi like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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