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[doc] Add query performance to primary key table
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--- | ||
title: "Query Performance" | ||
weight: 8 | ||
type: docs | ||
aliases: | ||
- /primary-key-table/query-performance.html | ||
--- | ||
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# Query Performance | ||
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## Table Mode | ||
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The table schema has the greatest impact on query performance. See [Table Mode]({{< ref "primary-key-table/table-mode" >}}). | ||
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For Merge On Read table, the most important thing you should pay attention to is the number of buckets, which will limit | ||
the concurrency of reading data. | ||
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For MOW (Deletion Vectors) or COW table or [Read Optimized]({{< ref "maintenance/system-tables#read-optimized-table" >}}) table, | ||
There is no limit to the concurrency of reading data, and they can also utilize some filtering conditions for non-primary-key columns. | ||
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## Data Skipping By Primary Key Filter | ||
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For a regular bucketed table (For example, bucket = 5), the filtering conditions of the primary key will greatly | ||
accelerate queries and reduce the reading of a large number of files. | ||
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## Data Skipping By File Index | ||
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You can use file index to table with Deletion Vectors enabled, it filters files by index on the read side. | ||
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```sql | ||
CREATE TABLE <PAIMON_TABLE> WITH ( | ||
'deletion-vectors' = 'true', | ||
'file-index.bloom-filter.columns' = 'c1,c2', | ||
'file-index.bloom-filter.c1.items' = '200' | ||
); | ||
``` | ||
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Supported filter types: | ||
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`Bloom Filter`: | ||
* `file-index.bloom-filter.columns`: specify the columns that need bloom filter index. | ||
* `file-index.bloom-filter.<column_name>.fpp` to config false positive probability. | ||
* `file-index.bloom-filter.<column_name>.items` to config the expected distinct items in one data file. | ||
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`Bitmap`: | ||
* `file-index.bitmap.columns`: specify the columns that need bitmap index. | ||
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More filter types will be supported... | ||
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If you want to add file index to existing table, without any rewrite, you can use `rewrite_file_index` procedure. Before | ||
we use the procedure, you should config appropriate configurations in target table. You can use ALTER clause to config | ||
`file-index.<filter-type>.columns` to the table. | ||
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How to invoke: see [flink procedures]({{< ref "flink/procedures#procedures" >}}) |