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[Improvement] Add iceberg metadata cache and support manifest file content cache #22336

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merged 2 commits into from Jul 31, 2023

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wuwenchi
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@wuwenchi wuwenchi commented Jul 28, 2023

Proposed changes

  1. Cache the iceberg table. When accessing the same table, the metadata will only be loaded once.
  2. Cache the snapshot of the table to optimize the performance of the iceberg table function.
  3. Add cache support for iceberg's manifest file content

a simple test from 2.0s to 0.8s

before

mysql> refresh table tb3;
Query OK, 0 rows affected (0.03 sec)

mysql> select * from tb3;
+------+------+------+
| id   | par  | data |
+------+------+------+
|    1 | a    | a    |
|    2 | a    | b    |
|    3 | a    | c    |
....
|   68 | a    | a    |
|   69 | a    | b    |
|   70 | a    | c    |
+------+------+------+
70 rows in set (2.10 sec)

mysql> select * from tb3;
+------+------+------+
| id   | par  | data |
+------+------+------+
|    1 | a    | a    |
|    2 | a    | b    |
|    3 | a    | c    |
...
|   68 | a    | a    |
|   69 | a    | b    |
|   70 | a    | c    |
+------+------+------+
70 rows in set (2.00 sec)

after

mysql> refresh table tb3;
Query OK, 0 rows affected (0.03 sec)

mysql> select * from tb3;
+------+------+------+
| id   | par  | data |
+------+------+------+
|    1 | a    | a    |
|    2 | a    | b    |
...
|   68 | a    | a    |
|   69 | a    | b    |
|   70 | a    | c    |
+------+------+------+
70 rows in set (2.05 sec)

mysql> select * from tb3;
+------+------+------+
| id   | par  | data |
+------+------+------+
|    1 | a    | a    |
|    2 | a    | b    |
|    3 | a    | c    |
...
|   68 | a    | a    |
|   69 | a    | b    |
|   70 | a    | c    |
+------+------+------+
70 rows in set (0.80 sec)

Further comments

If this is a relatively large or complex change, kick off the discussion at dev@doris.apache.org by explaining why you chose the solution you did and what alternatives you considered, etc...

@wuwenchi
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run buildall

@hello-stephen
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(From new machine)TeamCity pipeline, clickbench performance test result:
the sum of best hot time: 45.12 seconds
stream load tsv: 536 seconds loaded 74807831229 Bytes, about 133 MB/s
stream load json: 19 seconds loaded 2358488459 Bytes, about 118 MB/s
stream load orc: 65 seconds loaded 1101869774 Bytes, about 16 MB/s
stream load parquet: 31 seconds loaded 861443392 Bytes, about 26 MB/s
insert into select: 28.9 seconds inserted 10000000 Rows, about 346K ops/s
storage size: 17168371807 Bytes

return icebergMetadataCache;
}

public static IcebergMetadataCacheMgr get() {
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Why using Singleton?

@wuwenchi
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run buildall

@hello-stephen
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(From new machine)TeamCity pipeline, clickbench performance test result:
the sum of best hot time: 45.31 seconds
stream load tsv: 539 seconds loaded 74807831229 Bytes, about 132 MB/s
stream load json: 19 seconds loaded 2358488459 Bytes, about 118 MB/s
stream load orc: 65 seconds loaded 1101869774 Bytes, about 16 MB/s
stream load parquet: 30 seconds loaded 861443392 Bytes, about 27 MB/s
insert into select: 29.4 seconds inserted 10000000 Rows, about 340K ops/s
storage size: 17162324069 Bytes

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LGTM

@github-actions github-actions bot added the approved Indicates a PR has been approved by one committer. label Jul 30, 2023
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PR approved by at least one committer and no changes requested.

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PR approved by anyone and no changes requested.

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LGTM

@yiguolei yiguolei merged commit 93a9cec into apache:master Jul 31, 2023
22 of 25 checks passed

private void initIcebergTableFileIO(Table table) {
Map<String, String> ioConf = new HashMap<>();
table.properties().forEach((key, value) -> {
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Is table.properties() and CatalogProperty different? Is it missing some properties such as s3 or hdfs HA?

xiaokang pushed a commit to xiaokang/doris that referenced this pull request Aug 9, 2023
…ntent cache (apache#22336)

Cache the iceberg table. When accessing the same table, the metadata will only be loaded once.
Cache the snapshot of the table to optimize the performance of the iceberg table function.
Add cache support for iceberg's manifest file content
a simple test from 2.0s to 0.8s

before
mysql> refresh table tb3;
Query OK, 0 rows affected (0.03 sec)

mysql> select * from tb3;
+------+------+------+
| id   | par  | data |
+------+------+------+
|    1 | a    | a    |
|    2 | a    | b    |
|    3 | a    | c    |
....
|   68 | a    | a    |
|   69 | a    | b    |
|   70 | a    | c    |
+------+------+------+
70 rows in set (2.10 sec)

mysql> select * from tb3;
+------+------+------+
| id   | par  | data |
+------+------+------+
|    1 | a    | a    |
|    2 | a    | b    |
|    3 | a    | c    |
...
|   68 | a    | a    |
|   69 | a    | b    |
|   70 | a    | c    |
+------+------+------+
70 rows in set (2.00 sec)

after
mysql> refresh table tb3;
Query OK, 0 rows affected (0.03 sec)

mysql> select * from tb3;
+------+------+------+
| id   | par  | data |
+------+------+------+
|    1 | a    | a    |
|    2 | a    | b    |
...
|   68 | a    | a    |
|   69 | a    | b    |
|   70 | a    | c    |
+------+------+------+
70 rows in set (2.05 sec)

mysql> select * from tb3;
+------+------+------+
| id   | par  | data |
+------+------+------+
|    1 | a    | a    |
|    2 | a    | b    |
|    3 | a    | c    |
...
|   68 | a    | a    |
|   69 | a    | b    |
|   70 | a    | c    |
+------+------+------+
70 rows in set (0.80 sec)
xiaokang pushed a commit that referenced this pull request Aug 11, 2023
…ntent cache (#22336)

Cache the iceberg table. When accessing the same table, the metadata will only be loaded once.
Cache the snapshot of the table to optimize the performance of the iceberg table function.
Add cache support for iceberg's manifest file content
a simple test from 2.0s to 0.8s

before
mysql> refresh table tb3;
Query OK, 0 rows affected (0.03 sec)

mysql> select * from tb3;
+------+------+------+
| id   | par  | data |
+------+------+------+
|    1 | a    | a    |
|    2 | a    | b    |
|    3 | a    | c    |
....
|   68 | a    | a    |
|   69 | a    | b    |
|   70 | a    | c    |
+------+------+------+
70 rows in set (2.10 sec)

mysql> select * from tb3;
+------+------+------+
| id   | par  | data |
+------+------+------+
|    1 | a    | a    |
|    2 | a    | b    |
|    3 | a    | c    |
...
|   68 | a    | a    |
|   69 | a    | b    |
|   70 | a    | c    |
+------+------+------+
70 rows in set (2.00 sec)

after
mysql> refresh table tb3;
Query OK, 0 rows affected (0.03 sec)

mysql> select * from tb3;
+------+------+------+
| id   | par  | data |
+------+------+------+
|    1 | a    | a    |
|    2 | a    | b    |
...
|   68 | a    | a    |
|   69 | a    | b    |
|   70 | a    | c    |
+------+------+------+
70 rows in set (2.05 sec)

mysql> select * from tb3;
+------+------+------+
| id   | par  | data |
+------+------+------+
|    1 | a    | a    |
|    2 | a    | b    |
|    3 | a    | c    |
...
|   68 | a    | a    |
|   69 | a    | b    |
|   70 | a    | c    |
+------+------+------+
70 rows in set (0.80 sec)
@xiaokang xiaokang mentioned this pull request Aug 30, 2023
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6 participants