File: abb4a58089574211d434946a923e5725.asciidoc

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python-elasticsearch 9.1.0-1
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// This file is autogenerated, DO NOT EDIT
// aggregations/pipeline/inference-bucket-aggregation.asciidoc:95

[source, python]
----
resp = client.search(
    index="kibana_sample_data_logs",
    size=0,
    aggs={
        "client_ip": {
            "composite": {
                "sources": [
                    {
                        "client_ip": {
                            "terms": {
                                "field": "clientip"
                            }
                        }
                    }
                ]
            },
            "aggs": {
                "url_dc": {
                    "cardinality": {
                        "field": "url.keyword"
                    }
                },
                "bytes_sum": {
                    "sum": {
                        "field": "bytes"
                    }
                },
                "geo_src_dc": {
                    "cardinality": {
                        "field": "geo.src"
                    }
                },
                "geo_dest_dc": {
                    "cardinality": {
                        "field": "geo.dest"
                    }
                },
                "responses_total": {
                    "value_count": {
                        "field": "timestamp"
                    }
                },
                "success": {
                    "filter": {
                        "term": {
                            "response": "200"
                        }
                    }
                },
                "error404": {
                    "filter": {
                        "term": {
                            "response": "404"
                        }
                    }
                },
                "error503": {
                    "filter": {
                        "term": {
                            "response": "503"
                        }
                    }
                },
                "malicious_client_ip": {
                    "inference": {
                        "model_id": "malicious_clients_model",
                        "buckets_path": {
                            "response_count": "responses_total",
                            "url_dc": "url_dc",
                            "bytes_sum": "bytes_sum",
                            "geo_src_dc": "geo_src_dc",
                            "geo_dest_dc": "geo_dest_dc",
                            "success": "success._count",
                            "error404": "error404._count",
                            "error503": "error503._count"
                        }
                    }
                }
            }
        }
    },
)
print(resp)
----