File: dfa16b7300d225e013f23625f44c087b.asciidoc

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python-elasticsearch 9.1.0-1
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// This file is autogenerated, DO NOT EDIT
// index-modules/similarity.asciidoc:194

[source, python]
----
resp = client.indices.create(
    index="index",
    settings={
        "number_of_shards": 1,
        "similarity": {
            "scripted_tfidf": {
                "type": "scripted",
                "script": {
                    "source": "double tf = Math.sqrt(doc.freq); double idf = Math.log((field.docCount+1.0)/(term.docFreq+1.0)) + 1.0; double norm = 1/Math.sqrt(doc.length); return query.boost * tf * idf * norm;"
                }
            }
        }
    },
    mappings={
        "properties": {
            "field": {
                "type": "text",
                "similarity": "scripted_tfidf"
            }
        }
    },
)
print(resp)

resp1 = client.index(
    index="index",
    id="1",
    document={
        "field": "foo bar foo"
    },
)
print(resp1)

resp2 = client.index(
    index="index",
    id="2",
    document={
        "field": "bar baz"
    },
)
print(resp2)

resp3 = client.indices.refresh(
    index="index",
)
print(resp3)

resp4 = client.search(
    index="index",
    explain=True,
    query={
        "query_string": {
            "query": "foo^1.7",
            "default_field": "field"
        }
    },
)
print(resp4)
----