Can we use gunicorn to deploy pyspark models?
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I have created a pyspark model and want to deploy it as a real time application. I am using Flask to handle requests and gunicorn to handle multiple requests by increasing workers and threads. To run a pyspark script we need to use spark-submit which is where I am not able to run my pyspark script using gunicorn. Is there an alternative to handle multiple requests when deploying a pyspark model?
machine-learning python pyspark
asked 12 mins ago
Abhishek SawantAbhishek Sawant
1011
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add a comment |
$begingroup$
I have created a pyspark model and want to deploy it as a real time application. I am using Flask to handle requests and gunicorn to handle multiple requests by increasing workers and threads. To run a pyspark script we need to use spark-submit which is where I am not able to run my pyspark script using gunicorn. Is there an alternative to handle multiple requests when deploying a pyspark model?
machine-learning python pyspark
asked 12 mins ago
Abhishek SawantAbhishek Sawant
1011
New contributor
Abhishek Sawant is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
add a comment |
$begingroup$
I have created a pyspark model and want to deploy it as a real time application. I am using Flask to handle requests and gunicorn to handle multiple requests by increasing workers and threads. To run a pyspark script we need to use spark-submit which is where I am not able to run my pyspark script using gunicorn. Is there an alternative to handle multiple requests when deploying a pyspark model?
machine-learning python pyspark
asked 12 mins ago
Abhishek SawantAbhishek Sawant
1011
New contributor
Abhishek Sawant is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
I have created a pyspark model and want to deploy it as a real time application. I am using Flask to handle requests and gunicorn to handle multiple requests by increasing workers and threads. To run a pyspark script we need to use spark-submit which is where I am not able to run my pyspark script using gunicorn. Is there an alternative to handle multiple requests when deploying a pyspark model?
machine-learning python pyspark
machine-learning python pyspark
asked 12 mins ago
Abhishek SawantAbhishek Sawant
1011
New contributor
Abhishek Sawant is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 12 mins ago
Abhishek SawantAbhishek Sawant
1011
New contributor
Abhishek Sawant is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 12 mins ago
Abhishek SawantAbhishek Sawant
1011
New contributor
Abhishek Sawant is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 12 mins ago
Abhishek SawantAbhishek Sawant
1011
asked 12 mins ago
Abhishek SawantAbhishek Sawant
1011
1011
New contributor
Abhishek Sawant is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Abhishek Sawant is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Abhishek Sawant is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
add a comment |
add a comment |
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