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Python library for reproducible remote data access with file caching [closed]



2019 Community Moderator ElectionBest python library for neural networksTools and protocol for reproducible data science using PythonBest Python library for statistical inference“Recursive ConvNets for Dummies” LibraryPython library for segmented regression (a.k.a. piecewise regression)Python Neural Network Library - With Dynamic TopologiesCreate top 10 index fund based on >100 stocksExtracting keywords from pdf file with pythonLinear algebra library for c++Python Library for Neural Networks (no Tensors)










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$begingroup$


In my data analysis I often use an xlsx or csv file from a remote location (a URL). I want that my code is reproducible and understandable so the best would be to download the file in my Python code such that the URL is contained in my script, however running my script it would download the file each time which takes too long. So my question is: Is there a Python library that automatically downloads and caches files, so I can use URLs in my code like so



from remotecaching import r_url


f = open(r_url("https://domain.tld/resource.csv"))


In this example r_url downloads the file (if it's not in the local cache) and returns the file path to the cached file.










share|improve this question







New contributor




moritzschaefer is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.







$endgroup$



closed as off-topic by Simon Larsson, Siong Thye Goh, Mark.F, oW_, Kiritee Gak Mar 21 at 7:46


This question appears to be off-topic. The users who voted to close gave this specific reason:


  • "This question does not appear to be about data science, within the scope defined in the help center." – Simon Larsson, Siong Thye Goh, Mark.F, oW_, Kiritee Gak
If this question can be reworded to fit the rules in the help center, please edit the question.















  • $begingroup$
    This seems more suited for stackoverflow
    $endgroup$
    – Simon Larsson
    Mar 20 at 17:14










  • $begingroup$
    Ok. Is there a way to "transfer" (besides copy pasting)?
    $endgroup$
    – moritzschaefer
    Mar 21 at 10:00















0












$begingroup$


In my data analysis I often use an xlsx or csv file from a remote location (a URL). I want that my code is reproducible and understandable so the best would be to download the file in my Python code such that the URL is contained in my script, however running my script it would download the file each time which takes too long. So my question is: Is there a Python library that automatically downloads and caches files, so I can use URLs in my code like so



from remotecaching import r_url


f = open(r_url("https://domain.tld/resource.csv"))


In this example r_url downloads the file (if it's not in the local cache) and returns the file path to the cached file.










share|improve this question







New contributor




moritzschaefer is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.







$endgroup$



closed as off-topic by Simon Larsson, Siong Thye Goh, Mark.F, oW_, Kiritee Gak Mar 21 at 7:46


This question appears to be off-topic. The users who voted to close gave this specific reason:


  • "This question does not appear to be about data science, within the scope defined in the help center." – Simon Larsson, Siong Thye Goh, Mark.F, oW_, Kiritee Gak
If this question can be reworded to fit the rules in the help center, please edit the question.















  • $begingroup$
    This seems more suited for stackoverflow
    $endgroup$
    – Simon Larsson
    Mar 20 at 17:14










  • $begingroup$
    Ok. Is there a way to "transfer" (besides copy pasting)?
    $endgroup$
    – moritzschaefer
    Mar 21 at 10:00













0












0








0





$begingroup$


In my data analysis I often use an xlsx or csv file from a remote location (a URL). I want that my code is reproducible and understandable so the best would be to download the file in my Python code such that the URL is contained in my script, however running my script it would download the file each time which takes too long. So my question is: Is there a Python library that automatically downloads and caches files, so I can use URLs in my code like so



from remotecaching import r_url


f = open(r_url("https://domain.tld/resource.csv"))


In this example r_url downloads the file (if it's not in the local cache) and returns the file path to the cached file.










share|improve this question







New contributor




moritzschaefer is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.







$endgroup$




In my data analysis I often use an xlsx or csv file from a remote location (a URL). I want that my code is reproducible and understandable so the best would be to download the file in my Python code such that the URL is contained in my script, however running my script it would download the file each time which takes too long. So my question is: Is there a Python library that automatically downloads and caches files, so I can use URLs in my code like so



from remotecaching import r_url


f = open(r_url("https://domain.tld/resource.csv"))


In this example r_url downloads the file (if it's not in the local cache) and returns the file path to the cached file.







python library






share|improve this question







New contributor




moritzschaefer is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.











share|improve this question







New contributor




moritzschaefer is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.









share|improve this question




share|improve this question






New contributor




moritzschaefer is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.









asked Mar 20 at 16:16









moritzschaefermoritzschaefer

1




1




New contributor




moritzschaefer is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.





New contributor





moritzschaefer is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.






moritzschaefer is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.




closed as off-topic by Simon Larsson, Siong Thye Goh, Mark.F, oW_, Kiritee Gak Mar 21 at 7:46


This question appears to be off-topic. The users who voted to close gave this specific reason:


  • "This question does not appear to be about data science, within the scope defined in the help center." – Simon Larsson, Siong Thye Goh, Mark.F, oW_, Kiritee Gak
If this question can be reworded to fit the rules in the help center, please edit the question.







closed as off-topic by Simon Larsson, Siong Thye Goh, Mark.F, oW_, Kiritee Gak Mar 21 at 7:46


This question appears to be off-topic. The users who voted to close gave this specific reason:


  • "This question does not appear to be about data science, within the scope defined in the help center." – Simon Larsson, Siong Thye Goh, Mark.F, oW_, Kiritee Gak
If this question can be reworded to fit the rules in the help center, please edit the question.











  • $begingroup$
    This seems more suited for stackoverflow
    $endgroup$
    – Simon Larsson
    Mar 20 at 17:14










  • $begingroup$
    Ok. Is there a way to "transfer" (besides copy pasting)?
    $endgroup$
    – moritzschaefer
    Mar 21 at 10:00
















  • $begingroup$
    This seems more suited for stackoverflow
    $endgroup$
    – Simon Larsson
    Mar 20 at 17:14










  • $begingroup$
    Ok. Is there a way to "transfer" (besides copy pasting)?
    $endgroup$
    – moritzschaefer
    Mar 21 at 10:00















$begingroup$
This seems more suited for stackoverflow
$endgroup$
– Simon Larsson
Mar 20 at 17:14




$begingroup$
This seems more suited for stackoverflow
$endgroup$
– Simon Larsson
Mar 20 at 17:14












$begingroup$
Ok. Is there a way to "transfer" (besides copy pasting)?
$endgroup$
– moritzschaefer
Mar 21 at 10:00




$begingroup$
Ok. Is there a way to "transfer" (besides copy pasting)?
$endgroup$
– moritzschaefer
Mar 21 at 10:00










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