TransportError(503, 'search_phase_execution_exception') only while using python but not in kibana?

Elastic Stack Elasticsearch
1

I am using python to extract data from my Elasticsearch but suddenly started to get this error : TransportError(503, 'search_phase_execution_exception'). I also have kibana working with the same Elasticsearch and I am able to execute the same query in devTools.

Query

{

                "size" : 10000,

                "sort": { "timestamp": "desc"},

                "_source": ["data.service","data.vpn","data.policyid","data.srccountry1","data.srcip","data.dstip","data.group","data.srcuser","data.tunneltype"],

                "query":{

                    "bool": {

                        "must": [

                            {"exists": {"field": "data.service"}},

                            {"exists": {"field": "data.vpn"}},

                            {"exists": {"field": "data.policyid"}},

                            {"exists": {"field": "data.srccountry1"}},

                            {"exists": {"field": "data.srcip"}},

                            {"exists": {"field": "data.dstip"}},

                            {"match_phrase": {"data.action": "accept"}},

                            {"match_phrase": {"location":host }}

                        ]

                    }

                }

            }

And
es.indices.exists(index=today_index_name): to check if index is there or not.

only 2 queries are being executed by python.
What could be causing this issue? Is this related to SEARCH API which python uses?

2

Can you share the full exception of the response and also add the error_trace parameter? See Common options | Elasticsearch Guide [8.1] | Elastic

3

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