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Lazy filtering has non-linear performance with respect to number of elements in a filter.
Perform a search with the following filter
Filter 1 with 11 elements in the cas filter
"ships_to: [CH,DE,US,GB] && cas: [`NOTSET`,39978-14-8,20232-39-7,5117-12-4,2645-08-1,1185-53-1,25767-47-9,15253-89-1,127337-60-4,1354963-38-4,1160245-45-3]" Takes 561 ms
Filter 2 with 10 elements in the cas filter
filter_6 = "ships_to: [CH,DE,US,GB] && cas: [`NOTSET`,39978-14-8,20232-39-7,5117-12-4,2645-08-1,1185-53-1,25767-47-9,15253-89-1,127337-60-4,1354963-38-4]" Takes 23ms
Schema
{ "created_at": 1711772413, "default_sorting_field": "", "enable_nested_fields": true, "fields": [ { "facet": false, "index": true, "infix": false, "locale": "", "name": "name", "optional": false, "sort": false, "stem": false, "type": "string" }, { "facet": false, "index": true, "infix": false, "locale": "", "name": "description", "optional": true, "sort": false, "stem": false, "type": "string" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "sku", "optional": false, "sort": false, "stem": false, "type": "string" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "unspsc", "optional": false, "sort": false, "stem": false, "type": "string[]" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "mpn", "optional": false, "sort": false, "stem": false, "type": "string[]" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "inchi", "optional": false, "sort": false, "stem": false, "type": "string[]" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "inchikey", "optional": false, "sort": false, "stem": false, "type": "string[]" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "cas", "optional": false, "sort": false, "stem": false, "type": "string[]" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "category_breadcrumbs", "optional": false, "sort": false, "stem": false, "type": "string[]" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "ships_to", "optional": false, "sort": false, "stem": false, "type": "string[]" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "supplier", "optional": false, "sort": false, "stem": false, "type": "string" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "price", "optional": false, "sort": false, "stem": false, "type": "object" }, { "facet": false, "index": false, "infix": false, "locale": "", "name": "properties", "optional": true, "sort": false, "stem": false, "type": "object" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "tags", "optional": false, "sort": false, "stem": false, "type": "string[]" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "brand", "optional": false, "sort": false, "stem": false, "type": "string" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "manufacturer", "optional": false, "sort": false, "stem": false, "type": "string" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "merged_id", "optional": true, "sort": true, "stem": false, "type": "int64" }, { "facet": false, "index": false, "infix": false, "locale": "", "name": "thumbnail", "optional": true, "sort": false, "stem": false, "type": "string" }, { "facet": false, "index": false, "infix": false, "locale": "", "name": "identifier", "optional": true, "sort": false, "stem": false, "type": "string" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "price.DE", "optional": true, "sort": true, "stem": false, "type": "float" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "price.CH", "optional": true, "sort": true, "stem": false, "type": "float" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "price.US", "optional": true, "sort": true, "stem": false, "type": "float" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "price.GB", "optional": true, "sort": true, "stem": false, "type": "float" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "price.CHF", "optional": true, "sort": true, "stem": false, "type": "float" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "price.EUR", "optional": true, "sort": true, "stem": false, "type": "int64" }, { "facet": true, "index": true, "infix": false, "locale": "", "name": "price.USD", "optional": true, "sort": true, "stem": false, "type": "float" } ], "name": "shop_collection_2.en", "num_documents": 21933041, "symbols_to_index": [], "token_separators": [] }
~20-30ms response time
500ms response time
Typesense Version: 0.26.0
OS: Typesense Cloud
The text was updated successfully, but these errors were encountered:
I found a workaround of splitting the arrays of filters into arrays of maximum length of 10 elements separated by a ||
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Description
Lazy filtering has non-linear performance with respect to number of elements in a filter.
Steps to reproduce
Perform a search with the following filter
Filter 1 with 11 elements in the cas filter
Filter 2 with 10 elements in the cas filter
Schema
{
"created_at": 1711772413,
"default_sorting_field": "",
"enable_nested_fields": true,
"fields": [
{
"facet": false,
"index": true,
"infix": false,
"locale": "",
"name": "name",
"optional": false,
"sort": false,
"stem": false,
"type": "string"
},
{
"facet": false,
"index": true,
"infix": false,
"locale": "",
"name": "description",
"optional": true,
"sort": false,
"stem": false,
"type": "string"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "sku",
"optional": false,
"sort": false,
"stem": false,
"type": "string"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "unspsc",
"optional": false,
"sort": false,
"stem": false,
"type": "string[]"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "mpn",
"optional": false,
"sort": false,
"stem": false,
"type": "string[]"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "inchi",
"optional": false,
"sort": false,
"stem": false,
"type": "string[]"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "inchikey",
"optional": false,
"sort": false,
"stem": false,
"type": "string[]"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "cas",
"optional": false,
"sort": false,
"stem": false,
"type": "string[]"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "category_breadcrumbs",
"optional": false,
"sort": false,
"stem": false,
"type": "string[]"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "ships_to",
"optional": false,
"sort": false,
"stem": false,
"type": "string[]"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "supplier",
"optional": false,
"sort": false,
"stem": false,
"type": "string"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "price",
"optional": false,
"sort": false,
"stem": false,
"type": "object"
},
{
"facet": false,
"index": false,
"infix": false,
"locale": "",
"name": "properties",
"optional": true,
"sort": false,
"stem": false,
"type": "object"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "tags",
"optional": false,
"sort": false,
"stem": false,
"type": "string[]"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "brand",
"optional": false,
"sort": false,
"stem": false,
"type": "string"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "manufacturer",
"optional": false,
"sort": false,
"stem": false,
"type": "string"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "merged_id",
"optional": true,
"sort": true,
"stem": false,
"type": "int64"
},
{
"facet": false,
"index": false,
"infix": false,
"locale": "",
"name": "thumbnail",
"optional": true,
"sort": false,
"stem": false,
"type": "string"
},
{
"facet": false,
"index": false,
"infix": false,
"locale": "",
"name": "identifier",
"optional": true,
"sort": false,
"stem": false,
"type": "string"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "price.DE",
"optional": true,
"sort": true,
"stem": false,
"type": "float"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "price.CH",
"optional": true,
"sort": true,
"stem": false,
"type": "float"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "price.US",
"optional": true,
"sort": true,
"stem": false,
"type": "float"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "price.GB",
"optional": true,
"sort": true,
"stem": false,
"type": "float"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "price.CHF",
"optional": true,
"sort": true,
"stem": false,
"type": "float"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "price.EUR",
"optional": true,
"sort": true,
"stem": false,
"type": "int64"
},
{
"facet": true,
"index": true,
"infix": false,
"locale": "",
"name": "price.USD",
"optional": true,
"sort": true,
"stem": false,
"type": "float"
}
],
"name": "shop_collection_2.en",
"num_documents": 21933041,
"symbols_to_index": [],
"token_separators": []
}
Expected Behavior
~20-30ms response time
Actual Behavior
Metadata
Typesense Version: 0.26.0
OS: Typesense Cloud
The text was updated successfully, but these errors were encountered: