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Copy file name to clipboardExpand all lines: docs/reference/elasticsearch/mapping-reference/sparse-vector.md
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## Token pruning
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```{applies_to}
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stack: preview 9.1
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stack: ga 9.1
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```
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With any new indices created, token pruning will be turned on by default with appropriate defaults. You can control this behaviour using the optional `index_options` parameters for the field:
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* Exclude the field from [_source](/reference/elasticsearch/rest-apis/retrieve-selected-fields.md#source-filtering).
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* Use [synthetic `_source`](/reference/elasticsearch/mapping-reference/mapping-source-field.md#synthetic-source).
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index_options {applies_to}`stack: preview 9.1`
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index_options {applies_to}`stack: ga 9.1`
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: (Optional, object) You can set index options for your `sparse_vector` field to determine if you should prune tokens, and the parameter configurations for the token pruning. If pruning options are not set in your [`sparse_vector` query](/reference/query-languages/query-dsl/query-dsl-sparse-vector-query.md), Elasticsearch will use the default options configured for the field, if any.
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Parameters for `index_options` are:
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`prune` {applies_to}`stack: preview 9.1`
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`prune` {applies_to}`stack: ga 9.1`
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: (Optional, boolean) Whether to perform pruning, omitting the non-significant tokens from the query to improve query performance. If `prune` is true but the `pruning_config` is not specified, pruning will occur but default values will be used. Default: true.
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`pruning_config` {applies_to}`stack: preview 9.1`
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`pruning_config` {applies_to}`stack: ga 9.1`
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: (Optional, object) Optional pruning configuration. If enabled, this will omit non-significant tokens from the query in order to improve query performance. This is only used if `prune` is set to `true`. If `prune` is set to `true` but `pruning_config` is not specified, default values will be used. If `prune` is set to false but `pruning_config` is specified, an exception will occur.
`tokens_freq_ratio_threshold` {applies_to}`stack: ga 9.1`
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: (Optional, integer) Tokens whose frequency is more than `tokens_freq_ratio_threshold` times the average frequency of all tokens in the specified field are considered outliers and pruned. This value must between 1 and 100. Default: `5`.
`tokens_weight_threshold` {applies_to}`stack: ga 9.1`
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: (Optional, float) Tokens whose weight is less than `tokens_weight_threshold` are considered insignificant and pruned. This value must be between 0 and 1. Default: `0.4`.
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