File: 62c311e7ab4de8b79e532929a5069975.asciidoc

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python-elasticsearch 9.1.0-1
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// This file is autogenerated, DO NOT EDIT
// mapping/types/rank-features.asciidoc:16

[source, python]
----
resp = client.indices.create(
    index="my-index-000001",
    mappings={
        "properties": {
            "topics": {
                "type": "rank_features"
            },
            "negative_reviews": {
                "type": "rank_features",
                "positive_score_impact": False
            }
        }
    },
)
print(resp)

resp1 = client.index(
    index="my-index-000001",
    id="1",
    document={
        "topics": {
            "politics": 20,
            "economics": 50.8
        },
        "negative_reviews": {
            "1star": 10,
            "2star": 100
        }
    },
)
print(resp1)

resp2 = client.index(
    index="my-index-000001",
    id="2",
    document={
        "topics": {
            "politics": 5.2,
            "sports": 80.1
        },
        "negative_reviews": {
            "1star": 1,
            "2star": 10
        }
    },
)
print(resp2)

resp3 = client.search(
    index="my-index-000001",
    query={
        "rank_feature": {
            "field": "topics.politics"
        }
    },
)
print(resp3)

resp4 = client.search(
    index="my-index-000001",
    query={
        "rank_feature": {
            "field": "negative_reviews.1star"
        }
    },
)
print(resp4)

resp5 = client.search(
    index="my-index-000001",
    query={
        "term": {
            "topics": "economics"
        }
    },
)
print(resp5)
----