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I have written a code using python tools to extract a data from materials project database. I work with a 32 core CPU and 128gb ram. I have split each job with 4 core processor using multiprocessing tool. I have set to skit the particular structure if the calculation is taking more than 15 minutes and save the skipped structure in a separate CSV.

The code and the related files are in the link below, unfortunately I couldn't paste the code here as it doesn't match the format.

Exception has occurred: NameError
name 'skipped_data' is not defined
  File "/home/user/ML/trial/all_codes_formatted.py", line 143, in <module>
    d = async_result.get(timeout=900)
NameError: name 'skipped_data' is not defined

The code and the files are in the following Google Drive Link

I am expecting the data to be stored in a seperate csv.

Vandan Revanur
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