From 7411809d446e13e0b84335108bbd261e55508570 Mon Sep 17 00:00:00 2001 From: Daniel Zhang Date: Fri, 26 Feb 2021 16:39:49 -0500 Subject: [PATCH] Index Documentation adjustments --- hetu-docs/en/admin/properties.md | 9 +- hetu-docs/en/images/bitmap_animal_diagram.png | Bin 0 -> 35810 bytes hetu-docs/en/images/bitmap_animal_table.png | Bin 0 -> 51540 bytes hetu-docs/en/images/bitmap_stripe_table.png | Bin 0 -> 37783 bytes hetu-docs/en/images/bloom_animal_table.png | Bin 0 -> 33453 bytes hetu-docs/en/images/btree_animal_diagram.png | Bin 0 -> 38183 bytes hetu-docs/en/images/btree_animal_table.png | Bin 0 -> 48503 bytes hetu-docs/en/images/btree_dictionary.png | Bin 0 -> 38897 bytes hetu-docs/en/images/index-decision.png | Bin 33778 -> 32766 bytes hetu-docs/en/indexer/bitmap.md | 109 ++++++++++++++---- hetu-docs/en/indexer/bloom.md | 70 +++++++++-- hetu-docs/en/indexer/btree.md | 98 +++++++++++++--- hetu-docs/en/indexer/minmax.md | 21 ++-- hetu-docs/en/indexer/overview.md | 49 ++++---- hetu-docs/zh/admin/properties.md | 7 ++ hetu-docs/zh/images/bitmap_animal_diagram.png | Bin 0 -> 35810 bytes hetu-docs/zh/images/bitmap_animal_table.png | Bin 0 -> 51540 bytes hetu-docs/zh/images/bitmap_stripe_table.png | Bin 0 -> 37783 bytes hetu-docs/zh/images/bloom_animal_table.png | Bin 0 -> 33453 bytes hetu-docs/zh/images/btree_animal_diagram.png | Bin 0 -> 38183 bytes hetu-docs/zh/images/btree_animal_table.png | Bin 0 -> 48503 bytes hetu-docs/zh/images/btree_dictionary.png | Bin 0 -> 38897 bytes hetu-docs/zh/images/index-decision.png | Bin 33778 -> 32766 bytes hetu-docs/zh/indexer/bitmap.md | 97 +++++++++++++--- hetu-docs/zh/indexer/bloom.md | 63 ++++++++-- hetu-docs/zh/indexer/btree.md | 92 ++++++++++++--- hetu-docs/zh/indexer/minmax.md | 15 ++- hetu-docs/zh/indexer/overview.md | 52 +++++---- 28 files changed, 532 insertions(+), 150 deletions(-) create mode 100644 hetu-docs/en/images/bitmap_animal_diagram.png create mode 100644 hetu-docs/en/images/bitmap_animal_table.png create mode 100644 hetu-docs/en/images/bitmap_stripe_table.png create mode 100644 hetu-docs/en/images/bloom_animal_table.png create mode 100644 hetu-docs/en/images/btree_animal_diagram.png create mode 100644 hetu-docs/en/images/btree_animal_table.png create mode 100644 hetu-docs/en/images/btree_dictionary.png create mode 100644 hetu-docs/zh/images/bitmap_animal_diagram.png create mode 100644 hetu-docs/zh/images/bitmap_animal_table.png create mode 100644 hetu-docs/zh/images/bitmap_stripe_table.png create mode 100644 hetu-docs/zh/images/bloom_animal_table.png create mode 100644 hetu-docs/zh/images/btree_animal_diagram.png create mode 100644 hetu-docs/zh/images/btree_animal_table.png create mode 100644 hetu-docs/zh/images/btree_dictionary.png diff --git a/hetu-docs/en/admin/properties.md b/hetu-docs/en/admin/properties.md index 8aa29a231..f5e0768d2 100644 --- a/hetu-docs/en/admin/properties.md +++ b/hetu-docs/en/admin/properties.md @@ -559,7 +559,14 @@ Heuristic index is external index module that which can be used to filter to out > - **Default value:** `10s` > > The delay to wait before async loading task starts to load index cache from indexstore. - + +### `hetu.heuristicindex.filter.cache.preload-indices` + +> - **Type**:`string` +> - **Default value:** `` +> +> Preload the specified indices (comma-separated) when the server starts. Put `ALL` to load all indices. + ### `hetu.heuristicindex.indexstore.uri` > - **Type:** `string` diff --git a/hetu-docs/en/images/bitmap_animal_diagram.png b/hetu-docs/en/images/bitmap_animal_diagram.png new file mode 100644 index 0000000000000000000000000000000000000000..88e347b332c053f1840c33ee57caab10055e0b60 GIT binary patch literal 35810 zcma&ON3QJL(k1rP5rhJ20_s1Y)c8NpCdp>flS%K%&JTL;Jx5TQgNC3^wF}TVG#qW- z?-f)KBtW?5o|8#3H#fJ5Sg~S7{;!56{Kx!PZ|z-R1xIC(8W&>YoTyjqCPLl>H}y#MAUwR>$QM_v>Fn zzJWvFd_QJ&QRms;*B}rA{~Lt-8}e}w_@C$(M!+u={)?ip=g`o)c7fik#x8ovS>i@2p_h7!o<=;_bo>J{RBt8to1njeHo1Xh5d#8ePX+({O_Y#e$*+r>D%N4o_PKH@Sg@y z4h-+V#u1#Z|21;-zuhsX+Sgh}>%aR4xC80`-M|oo{{NW)12pw-@Ou>H2oIi8YQ>-f zgXb2_e{&~&78Zhv-_=r+s_q`9HER)CKYRa05<7xN4bcw#20!B)Y6Pf5&l5=N<7;Wz2EjR|w_0F{CA4Ixt9R8X)m^vOu;5Y}TK?mu% zp`uVfz+#nflA5#4vNj}J5)(Rfa77sG6y{O+WAwa?nBW7;sUF!e41o$x^MpG3byA!@ zscP$T2hVS~P@g6_w8}3L-vTf*^!Y_hj}{CAjk477#x!K}nOxb#z)AK)P!EwN;5r@w z^Gj3jQrS{#Cs{vhsA(#0sl|T*SYA&?3)D!l0=UAWccZ(>SSP<^(FZJCg(a&exxAGa 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zWAP_Kgi6i8RK_=C4tUG0`$yxTpx2KYWs6o@u~tXTos03~bSpGecf3{XygFnN-fEG8 z!%RQEfd_Ak$rZ)!YL076J|Cx$Te={%Fj*b%DS=R<8B{>TxSg%7nSUj^K;(^HFrLi* zmrN+y9#Q+PMG{#K|$oH|aB5*=ATK^RML~F)wyV^7Q z{#bZ0_0TF*263B$z>QRa+JR4@$yxdfNg#3KIkfbU{8P&rVfoBnO|+arO+zx80>F#` ze0ua>7GRzeNY6G>Og$fTynXGR=bfFMRBX4C<0zjPS0i$zVwVXEXQQ#sNa!L@9BT`% zOA>u`N_B-Lv}#D}eSZ7)@4pWQQS{OVOZc;$hri61ljXTKw( z#5Xvzat`Y0k*9=rn!H0-7-bGwADiYUHCDD;-O*nG2Zpbn*GW2tW|+Kl%Tg35s8*n2 zEk~Rs5)Giwd(_xElr$cn6or9R5xNnEQ&1L94Y&pwHaJn%$i-a0z6tCtWD$qOoQ zjIlR>H6$_G1GJ>U{b5Kfoia0Jz@+3AkfQ>S0ZJ0|`cP4c$oNXXWz{amXU_aMn&wZE zil7H1#~ye}?F+$R;`), less-than (`<`), `BETWEEN` and more. + +**Note:** BitmapIndex can additionally benefit when ORC predicate pushdown is enabled. This can be enabled by setting `hive.orc-predicate-pushdown-enabled=true` in `hive.properties` or setting the session using `set session hive.orc_predicate_pushdown_enabled=true;`. -Setting this to true will improve improve the performance of queries that utilize Bitmap Index. +Setting this to true will improve the performance of queries that utilize BitmapIndex. See [Properties](../admin/properties.md) for details. -## Filtering +## Use case(s) -1. Bitmap Index is used on workers for filtering rows when reading ORC files. +**Note: Currently, Heuristic Index only supports the Hive connector with +tables using ORC storage format.** -## Selecting column for Bitmap Index +BitmapIndex is used on workers for filtering rows when reading ORC files. -Bitmap Index works on columns that have a low cardinality (i.e. few unique values), -such as a Gender column. +## Selecting column for BitmapIndex + +Queries that are run in high concurrency and have a filter predicate on a column with +low cardinality (i.e. not many unique values) can benefit from BitmapIndex. + +For example, a query like `SELECT * FROM employees WHERE gender='M' AND type='FULLTIME' AND salary>10000` +can benefit from having a BitmapIndex on both `gender` and `type` columns because +data is being filtered on both columns and they both have low cardinality. ## Supported operators @@ -36,7 +52,7 @@ such as a Gender column. ## Examples -Creating index: +**Creating index:** ```sql create index idx using bitmap on hive.hindex.users (gender); create index idx using bitmap on hive.hindex.users (gender) where regionkey=1; @@ -45,13 +61,64 @@ create index idx using bitmap on hive.hindex.users (gender) where regionkey in ( * assuming users table is partitioned on `regionkey` -Using index: +**Using index:** ```sql -select name from hive.hindex.users where gender="female" -select * from hive.hindex.users where id>123 -select * from hive.hindex.users where id<123 -select * from hive.hindex.users where id>=123 -select * from hive.hindex.users where id<=123 -select * from hive.hindex.users where id between (100, 200) -select * from hive.hindex.users where id in (123, 199) -``` \ No newline at end of file +select * from hive.hindex.users where gender="female" +select * from hive.hindex.users where age>20 +select * from hive.hindex.users where age<25 +select * from hive.hindex.users where age>=21 +select * from hive.hindex.users where age<=24 +select * from hive.hindex.users where age between (20, 25) +select * from hive.hindex.users where age in (22, 23) +``` + +## How BitmapIndex is created + +1. BitmapIndex is created for each Stripe in an ORC file and allows us to know which rows contain a value. +2. Data is inserted as an ordered list, the order in which the data appears in the Stripe. + For the example below, data for `/hive/database.db/animals/000.orc stripe 1` would be inserted as follows: + `["Ant", "Crab", "Bat", "Whale", "Ant", "Monkey"]` + Additional information such as last modified time is stored as metadata to ensure a stale index is not used. +3. When data insertion is finished, a Bitmap is created for each unique value. This is a compact way of tracking which rows the value is present in. (see Table) +4. Once Bitmaps are created for the unique values. The value and the corresponding Bitmap is compressed and stored in a B+Tree to allow for quick lookup in `O(log(n))`. + +![bitmap_animal_table](../images/bitmap_animal_table.png) + +![bitmap_stripe_table](../images/bitmap_stripe_table.png) + +![bitmap_animal_diagram](../images/bitmap_animal_diagram.png) + +## How BitmapIndex is used for Row Filtering + +For filter queries like `SELECT * FROM animals WHERE type=LAND` normally all data needs to be read into memory and filtering will be applied to only return rows matching the predicate. + +For example, for `/hive/database.db/animals/000.orc stripe 1` the following data will be read into memory: +``` +Ant, LAND +Crab, WATER +Bat, AERIAL +Whale, WATER +Ant, LAND +Monkey, LAND +``` +Then, filtering would be applied to remove rows not matching the predicate: +``` +Ant, LAND +Ant, LAND +Monkey, LAND +``` +By using the BitmapIndex, we can improve this process. +Instead of reading all the rows in the Stripe. +BitmapIndex can return a list of matching rows which should be read. +This can reduce both memory consumption and improve query execution time. + +If we create a BitmapIndex on the `type` column, before data is read from the Stripe, +the BitmapIndex for the Stripe will be queried for `"LAND"` and will return an iterator with values: +`[1, 5, 6]` + +These correspond to the row numbers which match the value +(i.e. only these rows should be read into memory), the rest can be skipped. + +For queries with multiple values like `SELECT * FROM animals WHERE type=LAND or type=AERIAL;`, +BitmapIndex will perform two lookups. A union will be performed on the two Bitmaps to get the final result +(i.e. `[001000] UNION [100011] = [101011]`), therefore the returned iterator will be `[1, 3, 5, 6]`. diff --git a/hetu-docs/en/indexer/bloom.md b/hetu-docs/en/indexer/bloom.md index 31a377060..97e73a92b 100644 --- a/hetu-docs/en/indexer/bloom.md +++ b/hetu-docs/en/indexer/bloom.md @@ -1,17 +1,30 @@ -# Bloom Index +# BloomIndex -Bloom Index utilizes Bloom Filters and index size will be fairly small. +BloomIndex utilizes Bloom Filters to allow for filtering during scheduling and while reading data. -## Filtering +BloomIndex works well for columns with high cardinality and index size is fairly small. -1. Bloom Index is used on coordinator for filtering splits during scheduling -2. Bloom Index is used on workers for filtering Stripes when reading ORC files +A Bloom Filter is constructed using column values. Then during lookup, the Bloom Filter can tell us if a given value is not in the Bloom Filter. -## Selecting column for Bloom Index +BloomIndex can only support equality expression, e.g. `name='Monkey'`. -Bloom Index works on columns that have high cardinality (i.e. unique values), -such as an ID column. +## Use case(s) + +**Note: Currently, Heuristic Index is only supports the Hive connector with +tables using ORC storage format.** + +1. BloomIndex is used on coordinator for filtering splits during scheduling +2. BloomIndex is used on workers for filtering Stripes when reading ORC files + +## Selecting column for BloomIndex + +Queries that have a filter predicate on a column with +high cardinality (i.e. many unique values) can benefit from BloomIndex. + +For example, a query like `SELECT name FROM users WHERE phone=123456789` +can benefit from having a BloomIndex on the `phone` column because +data is being filtered on the column and `phone` column has a high cardinality. ## Supported operators @@ -35,7 +48,7 @@ such as an ID column. ## Examples -Creating index: +**Creating index:** ```sql create index idx using bloom on hive.hindex.users (id); create index idx using bloom on hive.hindex.users (id) where regionkey=1; @@ -45,7 +58,42 @@ create index idx using bloom on hive.hindex.users (id) WITH ("bloom.fpp" = '0.00 * assuming users table is partitioned on `regionkey` -Using index: +**Using index:** ```sql select name from hive.hindex.users where id=123 -``` \ No newline at end of file +``` + +## How BloomIndex is created + +1. BloomIndex is created for each Stripe and allows us to know if the Stripe does not contain a given value. +2. Data is inserted as a list, the order is not important and duplicates are acceptable. + For the example below, data for `/hive/database.db/animals/000.orc stripe 1` would be inserted as follows: + `["Ant", "Crab", "Bat", "Whale", "Ant", "Monkey"]` + Additional information such as last modified time is stored as metadata to ensure a stale index is not used. +3. When data insertion is finished, the BloomIndex can be serialized into the index store. + +![bloom_animal_table](../images/bloom_animal_table.png) + + +## How BloomIndex is used for Split Filtering + +When OLK engine needs to read data it schedules Splits. +Each Split is responsible for reading a portion of the data. +For example, when reading a Hive table with ORC data format, +each Split will be responsible for reading a portion of the ORC file between the specified offsets. + +E.g. `/hive/database.db/animals/000.orc`, starting offset `0`, ending offset `2000`. + +For simplicity, we can assume each Split corresponds to a Stripe. + +For a point query like `SELECT * FROM animals WHERE name='Monkey';` +all data would normally need to be read and filtering will be applied to only return rows matching the predicate. +In the example, all four Stripes will be read although only one of them contains the value. + +By using the BloomIndex, only Stripes matching the predicate can be scheduled, therefore reducing the data that is read. +This can significantly reduce the query execution time. + +In this example, a lookup operation is performed on the BloomIndex for `Monkey`, which returns true for only the first Stripe. + +Additionally, the last modified time is stored as part of the metadata and can be used to ensure that the index is still valid. +If the original ORC file had been modified since the index was created, then the index is invalid and should not be used for filtering. diff --git a/hetu-docs/en/indexer/btree.md b/hetu-docs/en/indexer/btree.md index ea5b12dfb..1d7829476 100644 --- a/hetu-docs/en/indexer/btree.md +++ b/hetu-docs/en/indexer/btree.md @@ -1,24 +1,37 @@ -# BTree Index +# BTreeIndex -BTree Index utilizes the B-Tree data structure. -The size of the index increases as the number +BTreeIndex utilizes the B+Tree data structure to allow for filtering during scheduling. + +BTreeIndex is similar to BloomIndex and works well for columns with high cardinality. +However, index size is can be large because the size of the index increases as the number of unique values in the column increases. -## Filtering +A B+Tree is constructed using the unique column values as keys and the values are where the column value can be found. +In order to reduce the index size, a dictionary is created for the values so large duplicate entries do not need to be stored multiple times. -1. BTree Index is used on coordinator for filtering splits during scheduling +Unlike BloomIndex, BTreeIndex can also support range queries with operators such as +greater-than (`>`), less-than (`<`), `BETWEEN` and more. -## Selecting column for BTree Index +## Use case(s) -BTree Index works on columns that have high cardinality (i.e. unique values), -such as an ID column, additionally it requires that the table be partitioned, -e.g. by date. +**Note: Currently, Heuristic Index is only supports the Hive connector with +tables using ORC storage format.** -When selecting between BTree Index, the following should be considered: -- Bloom index only supports `=` -- Btree index requires the table to be partitioned -- Bloom index is probabilistic, whereas Btree index is deterministic. This means Btree will perform better filtering. -- Btree index size will be larger than Bloom index +BTreeIndex is used on a coordinator for filtering splits during scheduling. + +## Selecting column for BTreeIndex + +Queries that have a filter predicate on a column with +high cardinality (i.e. many unique values) can benefit from BTreeIndex. + +For example, a query like `SELECT name FROM users WHERE phone>123456789` +can benefit from having a BTreeIndex on the `phone` column because +data is being filtered on the column and `phone` column has a high cardinality. + +When selecting between BTreeIndex and BloomIndex, the following should be considered: +- BloomIndex only supports `=`, whereas BTreeIndex supports range queries +- BloomIndex is probabilistic, whereas BTreeIndex is deterministic. This means BTreeIndex will perform better filtering. +- BTreeIndex size will be much larger than BloomIndex ## Supported operators @@ -35,15 +48,17 @@ When selecting between BTree Index, the following should be considered: ## Examples -Creating index: +**Creating index:** + ```sql -create index idx using btree on hive.hindex.orders (orderid) with (level=partition) where orderDate='01-10-2020' ; +create index idx using btree on hive.hindex.orders (orderid) with (level=table)'; +create index idx using btree on hive.hindex.orders (orderid) with (level=partition) where orderDate='01-10-2020'; create index idx using btree on hive.hindex.orders (orderid) with (level=partition) where orderDate in ('01-10-2020', '01-10-2020'); ``` -* assuming orders table is partitioned on `orderDate`; table must be partitioned +* assuming orders table is partitioned on `orderDate` -Using index: +**Using index:** ```sql select * from hive.hindex.orders where orderid=12345 select * from hive.hindex.orders where orderid>12345 @@ -52,4 +67,49 @@ select * from hive.hindex.orders where orderid>=12345 select * from hive.hindex.orders where orderid<=12345 select * from hive.hindex.orders where orderid between (10000, 20000) select * from hive.hindex.orders where orderid in (12345, 7890) -``` \ No newline at end of file +``` + +## How BTreeIndex is created + +1. BTreeIndex is created at the Table level (or Partition level if table is partitioned). +2. Data is inserted as `` pairs. The `Keys` are the column values and the `Values` are the Stripes containing the column value. + For the example below, data would be inserted as follows: + ``` + <"Ant", "/hive/database.db/animals/000.orc+3+1023+12345"> + <"Ant", "/hive/database.db/animals/000.orc+1024+2044+12345"> + <"Ant", "/hive/database.db/animals/001.orc+3+1023+12348"> + <"Crab", "/hive/database.db/animals/000.orc+3+1023+12345"> + ... + ``` + Additional information about the stripe is included in the Value to help with filtering and to ensure a stale index is not used. +3. Since storing the long value `"/hive/database.db/animals/000.orc+3+1023+12345"` multiple times would take up too much space, a dictionary is used. This dictionary maps the values to an integer. Instead of storing the long string value, the integer is stored in the B+Tree. +4. As more data is inserted, the B+Tree is reblanced to ensure the height of the tree doesn't grow too much and lookup remains `O(log(n))`. + +![btree_animal_table](../images/btree_animal_table.png) +![btree_dictionary](../images/btree_dictionary.png) +![btree_animal_diagram](../images/btree_animal_diagram.png) + +## How BTreeIndex is used for Split Filtering + +When OLK engine needs to read data it schedules Splits. Each Split is responsible for reading a portion of the data. +For example, when reading a Hive table with ORC data format, each Split will be responsible for reading a portion of the ORC file between the specified offsets. + +E.g. `/hive/database.db/animals/000.orc`, starting offset `0`, ending offset `2000`. + +For a point query like `SELECT * FROM animals WHERE name=Ant;` +all data would normally need to be read and filtering will be applied to only return rows matching the predicate. + +By using the BTreeIndex, only Splits matching the predicate can be scheduled, therefore reducing the data that is read. +This can significantly reduce the query execution time. + +In this example, a lookup operation is performed on the BTreeIndex for `Ant`, which returns an iterator with values: +``` +"/hive/database.db/animals/000.orc+3+1023+12345" +"/hive/database.db/animals/000.orc+1024+2044+12345" +"/hive/database.db/animals/001.orc+3+1023+12348" +``` +The file name and offsets can be used to filter out Splits which do not match the predicate. + +Additionally, the last modified time can be used to ensure that the index is still valid. +If the original ORC file had been modified since the index was created, +then the index is invalid and should not be used for filtering. diff --git a/hetu-docs/en/indexer/minmax.md b/hetu-docs/en/indexer/minmax.md index 796a5af66..040ff18d6 100644 --- a/hetu-docs/en/indexer/minmax.md +++ b/hetu-docs/en/indexer/minmax.md @@ -1,19 +1,26 @@ -# MinMax Index +# MinMaxIndex -MinMax simply keeps tracks of the largest and smallest value. +MinMaxIndex simply keeps tracks of the largest and smallest value. The size of the index is extremely small. However, this index will only be useful if the table is sorted on the indexed column. -## Filtering +## Use case(s) -1. MinMax Index is used on coordinator for filtering splits during scheduling +**Note: Currently, Heuristic Index only supports the Hive connector with +tables using ORC storage format.** -## Selecting column for MinMax Index +MinMaxIndex is used on coordinator for filtering splits during scheduling. -MinMax Index will only work well on columns on which the table is sorted. -For example, ID or age. +## Selecting column for MinMaxIndex + +Queries that have a filter predicate on a column on which data is sorted +can benefit from MinMaxIndex. + +For example, a query like `SELECT name FROM users WHERE age>25` +can benefit from having a MinMaxIndex on the `age` column if +the data is sorted on `age` column. ## Supported operators diff --git a/hetu-docs/en/indexer/overview.md b/hetu-docs/en/indexer/overview.md index d78c2fc17..ff1751467 100644 --- a/hetu-docs/en/indexer/overview.md +++ b/hetu-docs/en/indexer/overview.md @@ -12,15 +12,18 @@ The Heuristic Indexer allows creating indexes on existing data but stores the in - New index types not supported by the underlying data source can be created - Index data does not use the storage space of the data source +## Use case(s) -## Use cases - -**Currently, Heuristic Index is only supports the Hive connector with +**Note: Currently, Heuristic Index only supports the Hive connector with tables using ORC storage format.** +1. BloomIndex, MinMaxIndex and BtreeIndex can be used on a coordinator for filtering splits during scheduling +2. When reading ORC files, to filter Stripes, MinMaxIndex can be used or BloomIndex can be used on workers +2. BitmapIndex can used on workers for filtering rows when reading ORC files + ### 1. Filtering scheduled Splits during query execution -*Index types supported: Bloom Index, Btree Index, MinMax Index* +*Index types supported: BloomIndex, BtreeIndex, MinMaxIndex* When the engine needs to read data from a data source it schedules Splits. However, not all Splits will return data if a predicate is applied. @@ -33,7 +36,7 @@ By keeping an external index for the predicate column, the Heuristic Indexer can ### 2. Filtering Stripes when reading ORC files -*Index types supported: Bloom Index, MinMax Index* +*Index types supported: BloomIndex, MinMaxIndex* Similar to Split filtering above, when using the Hive connector to read ORC tables, Stripes can be filtered out based on the specified predicate. This reduces the amount @@ -41,13 +44,13 @@ of data read and improves query performance. ### 3. Filtering rows when reading ORC files -*Index types supported: Bitmap Index* +*Index types supported: BitmapIndex* Going one level lower, once the rows are read, they must be filtered if a predicate is present. This involves reading rows and then using the Filter operator to discard rows that do not match the predicate. -By creating a Bitmap Index for the predicate column, the Heuristic Indexer will only read +By creating a BitmapIndex for the predicate column, the Heuristic Indexer will only read rows which match the predicate, before the Filter operator is even applied. This can reduce memory and cpu usage and result in improved query performance, especially at higher concurrency. @@ -69,7 +72,7 @@ In `etc/config.properties`, add these lines: Path whitelist:`["/tmp", "/opt/hetu", "/opt/openlookeng", "/etc/hetu", "/etc/openlookeng", current workspace]` **Note**: -- `LOCAL` filesystem type is NOT supported anymore. +- `LOCAL` filesystem type is NOT supported. - `HDFS` filesystem type should be used in production in order for the index to be accessible by all nodes in the cluster. - All nodes should be configured to use the same filesystem profile. - Heuristic Index can be disabled while the engine is running by setting: `set session heuristicindex_filter_enabled=false;` @@ -122,7 +125,7 @@ Subsequent queries will utilize the index to reduce the amount of data read | hetu.heuristicindex.filter.cache.loading-delay | 10s | No | The delay to wait before async loading task starts to load index cache from indexstore| | hetu.heuristicindex.indexstore.uri | /opt/hetu/indices/ | No | Directory under which all index files are stored| | hetu.heuristicindex.indexstore.filesystem.profile | local-config-default| No | This property defines the filesystem profile used to read and write index| -| hetu.heuristicindex.filter.cache.preload.indices | | No | Preload the specified indices (comma-separated) when the server starts. Put `ALL` to load all indices| +| hetu.heuristicindex.filter.cache.preload-indices | | No | Preload the specified indices (comma-separated) when the server starts. Put `ALL` to load all indices| Heuristic indexer now uses Hetu Metastore to manage its metadata. Please check [Hetu Metastore](../admin/meta-store.md) for more information. @@ -134,12 +137,12 @@ See [Heuristic Index Statements](./hindex-statements.md). ## Supported Index Types -| Index ID | Filtering type | Best Column type | Supported query operators | Notes | Example | -|----------|-----------------|--------------------------------------------|---------------------------------------|---------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| -| [Bloom](./bloom.md) | Split
    Stripe | High cardinality
    (such as an ID column) | `=` `IN` | | `create index idx using bloom on hive.hindex.users (id);`
    `select name from hive.hindex.users where id=123` | -| [Btree](./btree.md) | Split | High cardinality
    (such as an ID column) | `=` `>` `>=` `<` `<=` `IN` `BETWEEN` | Table must be partitioned | `create index idx using btree on hive.hindex.users (id) where regionkey IN (1,4) with ("level"='partition')`
    (assuming table is partitioned on regionkey)
    `select name from hive.hindex.users where id>123` | -| [MinMax](./minmax.md) | Split
    Stripe | Column which table is sorted on | `=` `>` `>=` `<` `<=` | | `create index idx using bloom on hive.hindex.users (age);`
    (assuming users is sorted by age)
    `select name from hive.hindex.users where age>25` | -| [Bitmap](./bitmap.md) | Row | Low cardinality
    (such as Gender column) | `=` `IN` | | `create index idx using bitmap on hive.hindex.users (gender);`
    `select name from hive.hindex.users where gender='female'` | +| Index ID | Filtering type | Best Column type | Supported query operators | Example | +|----------|-----------------|--------------------------------------------|---------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| [Bloom](./bloom.md) | Split
    Stripe | High cardinality
    (such as an ID column) | `=` `IN` | `create index idx using bloom on hive.hindex.users (id);`
    `select name from hive.hindex.users where id=123` | +| [Btree](./btree.md) | Split | High cardinality
    (such as an ID column) | `=` `>` `>=` `<` `<=` `IN` `BETWEEN` | `create index idx using btree on hive.hindex.users (id) where regionkey IN (1,4)`
    `select name from hive.hindex.users where id>123` | +| [MinMax](./minmax.md) | Split
    Stripe | Column which table is sorted on | `=` `>` `>=` `<` `<=` | `create index idx using bloom on hive.hindex.users (age);`
    (assuming users is sorted by age)
    `select name from hive.hindex.users where age>25` | +| [Bitmap](./bitmap.md) | Row | Low cardinality
    (such as Gender column) | `=` `>` `>=` `<` `<=` `IN` `BETWEEN` | `create index idx using bitmap on hive.hindex.users (gender);`
    `select name from hive.hindex.users where gender='female'` | **Note:** unsupported operators will still function correctly but will not benefit from the index. @@ -162,30 +165,30 @@ Example queries: 1. `SELECT id FROM employees WHERE site = 'lab';` - In this query `site` has a low cardinality (i.e. not many sites) so **Bitmap Index** will help. + In this query `site` has a low cardinality (i.e. not many sites) so **BitmapIndex** will help. 2. `SELECT * FROM visited WHERE id = '34857' AND date < '2020-01-01';` - In this query `id` has a high cardinality (i.e. IDs are likely unique) - and table is partitioned on `date` so **Btree Index** will help. + In this query `id` has a high cardinality (i.e. IDs are likely unique). + **BloomIndex** or **BtreeIndex** will help. 3. `SELECT * FROM salaries WHERE salary > 50251.40;` In this query `salary` has a high cardinality (i.e. salary of employees will slightly vary) and assuming `salaries` table is sorted on `salary`, - **MinMax Index** will help. + **MinMaxIndex** will help. 4. `SELECT * FROM assets WHERE id = 50;` - In this query `id` has a high cardinality (i.e. IDs are likely unique) - but the table is not partitioned, so **Bloom Index** will help. + In this query `id` has a high cardinality (i.e. IDs are likely unique). + **BloomIndex** or **BtreeIndex** will help. 5. `SELECT * FROM phoneRecords WHERE phone='1234567890' and type = 'outgoing' and date > '2020-01-01';` In this query `phone` has a high cardinality (i.e. there are many phone numbers, even if they made multiple calls), `type` has low cardinality (only outgoing or incoming), - and the data is partitioned on date. Creating a **Btree Index** on `phone` - and a **Bitmap Index** on `type` will help. + and the data is partitioned on date. Creating a **BloomIndex** or **BtreeIndex** on `phone` + and a **BitmapIndex** on `type` will help. ## Adding your own Index Type diff --git a/hetu-docs/zh/admin/properties.md b/hetu-docs/zh/admin/properties.md index 9c4c63443..81ec90c60 100644 --- a/hetu-docs/zh/admin/properties.md +++ b/hetu-docs/zh/admin/properties.md @@ -490,6 +490,13 @@ > > 在异步加载索引到缓存前等待的时长。 +### `hetu.heuristicindex.filter.cache.preload-indices` + +> - 类型:`string` +> - **默认值:** `` +> +> 在服务器启动时预加载指定名称的索引(用逗号分隔), 当值为`ALL`时将预载入全部索引。 + ### `hetu.heuristicindex.indexstore.uri` > - 类型:`string` diff --git a/hetu-docs/zh/images/bitmap_animal_diagram.png b/hetu-docs/zh/images/bitmap_animal_diagram.png new file mode 100644 index 0000000000000000000000000000000000000000..88e347b332c053f1840c33ee57caab10055e0b60 GIT binary patch literal 35810 zcma&ON3QJL(k1rP5rhJ20_s1Y)c8NpCdp>flS%K%&JTL;Jx5TQgNC3^wF}TVG#qW- z?-f)KBtW?5o|8#3H#fJ5Sg~S7{;!56{Kx!PZ|z-R1xIC(8W&>YoTyjqCPLl>H}y#MAUwR>$QM_v>Fn 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zWAP_Kgi6i8RK_=C4tUG0`$yxTpx2KYWs6o@u~tXTos03~bSpGecf3{XygFnN-fEG8 z!%RQEfd_Ak$rZ)!YL076J|Cx$Te={%Fj*b%DS=R<8B{>TxSg%7nSUj^K;(^HFrLi* zmrN+y9#Q+PMG{#K|$oH|aB5*=ATK^RML~F)wyV^7Q z{#bZ0_0TF*263B$z>QRa+JR4@$yxdfNg#3KIkfbU{8P&rVfoBnO|+arO+zx80>F#` ze0ua>7GRzeNY6G>Og$fTynXGR=bfFMRBX4C<0zjPS0i$zVwVXEXQQ#sNa!L@9BT`% zOA>u`N_B-Lv}#D}eSZ7)@4pWQQS{OVOZc;$hri61ljXTKw( z#5Xvzat`Y0k*9=rn!H0-7-bGwADiYUHCDD;-O*nG2Zpbn*GW2tW|+Kl%Tg35s8*n2 zEk~Rs5)Giwd(_xElr$cn6or9R5xNnEQ&1L94Y&pwHaJn%$i-a0z6tCtWD$qOoQ zjIlR>H6$_G1GJ>U{b5Kfoia0Jz@+3AkfQ>S0ZJ0|`cP4c$oNXXWz{amXU_aMn&wZE zil7H1#~ye}?F+$R;`),小于(`<`),`BETWEEN`等。 + +**注意:** 在ORC算子下推启用时,BitmapIndex效果更好。可以通过设置`hive.properties`中的`hive.orc-predicate-pushdown-enabled=true`来启用, 或者在命令行中启用`set session hive.orc_predicate_pushdown_enabled=true;`。 参见[Properties](../admin/properties.md)获得更多信息。 -## 过滤 +## 使用场景 -1. BitMap索引用于过滤从ORC文件中读取的数据,且仅供worker节点使用。 +**注意:当前,启发式索引仅支持ORC存储格式的Hive数据源。** + +BitmapIndex用于过滤从ORC文件中读取的数据,且仅供worker节点使用。 ## 选择适用的列 -BitMap索引在拥有较少不同值数量的列上比较适用,例如:性别。 +以高并发率运行的queries,并且在具有低基数(独特值不多的)条件的列上具有过滤predicates +可以从BitmapIndex中得到好的效果。 + +例如,类似`SELECT * FROM Employees WHERE gender='M' AND type='FULLTIME' AND salary>10000`的query +可以在`gender`和`type`列上用BitmapIndex并且得到好的效果,因为数据在两列上都被过滤,并且两者的基数都很低。 ## 支持的运算符 @@ -31,7 +48,7 @@ BitMap索引在拥有较少不同值数量的列上比较适用,例如:性 ## 用例 -创建: +**创建:** ```sql create index idx using bitmap on hive.hindex.users (gender); create index idx using bitmap on hive.hindex.users (gender) where regionkey=1; @@ -40,13 +57,61 @@ create index idx using bitmap on hive.hindex.users (gender) where regionkey in ( * 假设表已按照`regionkey`列分区 -使用: +**使用:** ```sql -select name from hive.hindex.users where gender="female" -select * from hive.hindex.users where id>123 -select * from hive.hindex.users where id<123 -select * from hive.hindex.users where id>=123 -select * from hive.hindex.users where id<=123 -select * from hive.hindex.users where id between (100, 200) -select * from hive.hindex.users where id in (123, 199) -``` \ No newline at end of file +select * from hive.hindex.users where gender="female" +select * from hive.hindex.users where age>20 +select * from hive.hindex.users where age<25 +select * from hive.hindex.users where age>=21 +select * from hive.hindex.users where age<=24 +select * from hive.hindex.users where age between (20, 25) +select * from hive.hindex.users where age in (22, 23) +``` + +## 如何创建BitmapIndex + +1. BitmapIndex是为每一个在ORC文件中的Stripe创建的,并使我们知道哪些行包含值。 +2. 数据作为有序列表插入,数据顺序是根据在Stripe中的出现顺序。 + 对于以下示例,`/hive/database.db/animals/000.orc stripe 1`的数据将如下插入: + `["Ant", "Crab", "Bat", "Whale", "Ant", "Monkey"]` + 诸如上次修改时间之类的其他信息将作为元数据存储,以确保不使用陈旧索引。 +3. 数据插入完成后,将为每个独特值创建一个Bitmap。这是一种跟踪值存在的行的紧凑方式。(请参见表) +4. 一旦为独特值创建了Bitmap。该值和相应的Bitmap被压缩并存储在B+Tree中,以允许在`O(log(n))`之内的运行速度来快速查找。 + +![bitmap_animal_table](../images/bitmap_animal_table.png) + +![bitmap_stripe_table](../images/bitmap_stripe_table.png) + +![bitmap_animal_diagram](../images/bitmap_animal_diagram.png) + +## 如何将BitmapIndex用于行过滤 + +对于诸如`SELECT * FROM Animal WHERE type = LAND`之类的过滤器queries,通常,所有数据都需要读入内存,并且过滤将仅应用于与predicates匹配的返回行。 + +例如,对于`/hive/database.db/animals/000.orc stripe 1`,以下数据将被读入内存: +``` +Ant, LAND +Crab, WATER +Bat, AERIAL +Whale, WATER +Ant, LAND +Monkey, LAND +``` +然后,将应用过滤以删除与predicate不匹配的行: +``` +Ant, LAND +Ant, LAND +Monkey, LAND +``` +通过使用BitmapIndex,我们可以改进此过程。而不是读取Stripe中的所有行。 +BitmapIndex可以返回应读取的匹配行的列表。这样既可以减少内存消耗,又可以缩短查询执行时间。 + +如果我们在`type`列上创建BitmapIndex,则在从Stripe读取数据之前, +将为Stripe的BitmapIndex查询`LAND`,并将返回具有以下值的迭代器: +`[1, 5, 6]` + +这些对应于与值匹配的行号(即仅应将这些行读入内存),其余的可以跳过。 + +对于具有多个值的queries,例如`SELECT * FROM animes WHERE type=LAND OR type=AERIAL;`, +BitmapIndex将执行两次查找。将对两个Bitmaps执行联合以得到最终结果 +(例如,`[001000] UNION [100011] = [101011]`),因此返回的迭代器将为`[1、3、5、6]`。 diff --git a/hetu-docs/zh/indexer/bloom.md b/hetu-docs/zh/indexer/bloom.md index 6d77149b8..59f43a4e7 100644 --- a/hetu-docs/zh/indexer/bloom.md +++ b/hetu-docs/zh/indexer/bloom.md @@ -1,16 +1,27 @@ -# Bloom索引 +# BloomIndex -Bloom索引实用布隆过滤器来过滤数据。索引体积非常小。 +BloomIndex使用Bloom Filters(布隆过滤器)来在计划期间和读取数据时进行过滤。 -## 过滤 +BloomIndex对于具有高基数的列以及索引大小很小的列都适用。 -1. Bloom索引用于调度时的分片过滤,被coordinator节点使用。 -2. Bloom索引也用于worker节点上,用于在读取ORC文件是过滤stripes。 +布隆过滤器是使用列值构造的。然后在查找过程中,布隆过滤器会告诉我们布隆过滤器中是否有给定值。 + +BloomIndex仅支持相等表达式,例如`name='monkey'`。 + +## 使用场景 + +**注意:当前,启发式索引仅支持ORC存储格式的Hive数据源。** + +1. BloomIndex用于调度时的分片过滤,被coordinator节点使用。 +2. BloomIndex也用于worker节点上,用于在读取ORC文件是过滤stripes。 ## 选择适用的列 -位图索引在拥有较多不同值数量的列上比较适用,例如:ID。 +在具有高基数(即许多独特值)条件的列上具有过滤predicate的queries可以从BloomIndex中得到好的效果。 + +例如,类似`SELECT name FROM users WHERE phone=123456789`之类的query +可以通过在`phone`列上使用BloomIndex而得到好的效果,因为列中的数据已被过滤,`phone`列的基数较高。 ## 支持的运算符 @@ -32,7 +43,7 @@ Bloom索引实用布隆过滤器来过滤数据。索引体积非常小。 ## 用例 -创建索引: +**创建索引:** ```sql create index idx using bloom on hive.hindex.users (id); create index idx using bloom on hive.hindex.users (id) where regionkey=1; @@ -42,7 +53,41 @@ create index idx using bloom on hive.hindex.users (id) WITH ("bloom.fpp" = '0.00 * 假设表已按照`regionkey`列分区 -使用: +**使用:** ```sql select name from hive.hindex.users where id=123 -``` \ No newline at end of file +``` + +## 如何创建BloomIndex + +1. BloomIndex是为每一个Stripe创建的,并让我们知道Stripe是否不包含给定值。 +2. 数据作为列表插入,顺序不重要,并且可以接受重复项。 + 对于以下示例,将插入`/hive/database.db/animals/000.orc stripe 1`的数据,如下所示: + `["Ant", "Crab", "Bat", "Whale", "Ant", "Monkey"]` + 诸如上次修改时间之类的其他信息将作为元数据存储,以确保不使用陈旧索引。 +3. 数据插入完成后,可以将BloomIndex序列化到索引存储中。 + +![bloom_animal_table](../images/bloom_animal_table.png) + +## 如何将BloomIndex用于分片过滤 + +当OLK引擎需要读取数据时,它会计划Splits(分片)。 +每个分片负责读取一部分数据。 +例如,当读取具有ORC数据格式的Hive表时, +每个分割将负责读取指定偏移量之间的ORC文件的一部分。 + +例如,`/hive/database.db/animals/000.orc`,从偏移量`0`开始,从偏移量`2000`开始。 + +为简单起见,我们可以假定每个分片对应于一个Stripe。 + +对于类似`SELECT * FROM animals WHERE name='Monkey';`的点查询(point query) +通常将需要读取所有数据,并且过滤将仅应用于与predicates匹配的返回行。 +在该示例中,将读取所有四个条带,尽管其中只有一个包含该值。 + +通过使用BloomIndex,只能调度与predicates匹配的Stripes,因此减少了读取的数据。 +这样可以大大减少查询的执行时间。 + +在此示例中,对`Monkey`的BloomIndex执行查找操作,该操作仅对第一个Stripe返回true。 + +此外,上次修改时间存储为元数据的一部分,可用于确保索引仍然有效。 +如果自创建索引以来已对原始ORC文件进行了修改,则该索引无效,因此不应将其用于过滤。 diff --git a/hetu-docs/zh/indexer/btree.md b/hetu-docs/zh/indexer/btree.md index 5bbf6a782..b92f48831 100644 --- a/hetu-docs/zh/indexer/btree.md +++ b/hetu-docs/zh/indexer/btree.md @@ -1,20 +1,37 @@ -# BTree索引 +# BTreeIndex -BTree索引使用二叉树数据结构存储。索引的大小随着索引列中不同值的个数而增加。 +BTreeIndex使用二叉树数据结构存储。索引的大小随着索引列中不同值的个数而增加。 -## 过滤 +BTreeIndex利用B+Tree数据结构来允许在调度期间进行过滤。 -1. Bloom索引用于调度时的分片过滤,被coordinator节点使用。 +BTreeIndex与BloomIndex相似,并且对于具有高基数的列非常适用。 +但是,索引的大小可能会很大,因为索引的大小会随着数量的增加而增加 +列中独特值的百分比增加。 + +B+Tree的建立构造使用独特列值作为键,并且可以在其中找到该列值的值。 +为了减小索引的大小,将为这些值创建一部Dictionary,因此不需要将大型重复项存储多次。 + +与BloomIndex不同,BTreeIndex还可以使用以下运算符来支持范围查询 +大于(`>`),小于(`<`),`BETWEEN`等。 + +## 使用场景 + +**注意:当前,启发式索引仅支持ORC存储格式的Hive数据源。** + +BTreeIndex用于调度时的分片(Split)过滤,被coordinator节点使用。 ## 选择适用的列 -位图索引在拥有较多不同值数量的列上比较适用,例如:ID。除此之外,BTree索引还要求表是分区的。 +在具有高基数(即许多独特值)条件的列上具有过滤predicate的queries可以从BTreeIndex中达到好的效果。 -在BTree和Bloom索引之间选择时,需要考虑: -- Bloom索引只支持`=` -- Btree索引要求表是分区的 -- Bloom索引是不确定的,而BTree索引是确定的。因此BTree通常有更好的过滤性能 -- BTree索引比Bloom索引更大 +例如,类似`SELECT FROM FROM users WHERE phone>123456789`的query +可以通过在`phone`列上使用BTreeIndex而达到好的效果,因为 +列中的数据已被过滤,`phone`列的基数较高。 + +在BTreeIndex和BloomIndex索引之间选择时,需要考虑: +- BloomIndex只支持`=`,而BTreeIndex提供范围咨询 +- BloomIndex是不确定的,而BTreeIndex是确定的。因此BTreeIndex通常有更好的过滤性能 +- BTreeIndex比BloomIndex索引更大 ## 支持的运算符 @@ -31,15 +48,17 @@ BTree索引使用二叉树数据结构存储。索引的大小随着索引列中 ## 用例 -创建索引: +**创建索引:** + ```sql -create index idx using btree on hive.hindex.orders (orderid) with (level=partition) where orderDate='01-10-2020' ; +create index idx using btree on hive.hindex.orders (orderid) with (level=table)'; +create index idx using btree on hive.hindex.orders (orderid) with (level=partition) where orderDate='01-10-2020'; create index idx using btree on hive.hindex.orders (orderid) with (level=partition) where orderDate in ('01-10-2020', '01-10-2020'); ``` * 假设表已按照`orderDate`列分区 -使用索引: +**使用索引:** ```sql select * from hive.hindex.orders where orderid=12345 select * from hive.hindex.orders where orderid>12345 @@ -48,4 +67,49 @@ select * from hive.hindex.orders where orderid>=12345 select * from hive.hindex.orders where orderid<=12345 select * from hive.hindex.orders where orderid between (10000, 20000) select * from hive.hindex.orders where orderid in (12345, 7890) -``` \ No newline at end of file +``` + +## 如何创建BTreeIndex + +1. BTreeIndex在表级别(table level)(如果表已分区,则在分区级别)创建。 +2. 数据作为``对插入。`Keys`是列值,`Values`是包含列值的Stripes。 + 对于下面的示例,数据将按以下方式插入: + ``` + <"Ant", "/hive/database.db/animals/000.orc+3+1023+12345"> + <"Ant", "/hive/database.db/animals/000.orc+1024+2044+12345"> + <"Ant", "/hive/database.db/animals/001.orc+3+1023+12348"> + <"Crab", "/hive/database.db/animals/000.orc+3+1023+12345"> + ... + ``` + 值中包含有关条带的其他信息,以帮助进行过滤并确保不使用陈旧的索引。 +3. 由于多次存储长值`"/hive/database.db/animals/000.orc+3+1023+12345"`会占用太多空间,因此使用了Dictionary。该Dictionary将值映射为整数。而不是存储长字符串值,而是将整数存储在B+Tree中。 +4. 随着更多数据的插入,B+Tree重新平衡以确保树的高度不会增加太多,并且查找运行时间保持为`O(log(n))`。 + +![btree_animal_table](../images/btree_animal_table.png) +![btree_dictionary](../images/btree_dictionary.png) +![btree_animal_diagram](../images/btree_animal_diagram.png) + +## 如何将BTreeIndex用于分片过滤 + +当OLK引擎需要读取数据时,它会计划分片。每个分片负责读取一部分数据。 +例如,当读取具有ORC数据格式的Hive表时,每个Split将负责读取指定偏移量之间的ORC文件的一部分。 + +例如,`/hive/database.db/animals/000.orc`,起始偏移量`0`,结束偏移量`2000`。 + +对于诸如`SELECT * FROM animals WHERE name=Ant;`的点查询(point query), +通常将需要读取所有数据,并且过滤将仅应用于与predicates匹配的返回行。 + +通过使用BTreeIndex,只会调度与predicates匹配的分片,因此减少了读取的数据。 +这样可以大大减少查询的执行时间。 + +在此示例中,对Ant的BTreeIndex执行查找操作,该操作返回具有以下值的迭代器: +``` +“ /hive/database.db/animals/000.orc+3+1023+12345” +“ /hive/database.db/animals/000.orc+1024+2044+12345” +“ /hive/database.db/animals/001.orc+3+1023+12348” +``` +文件名和偏移量可用于筛选出与predicates不匹配的分片。 + +此外,上次修改的时间可以用来确保索引仍然有效。 +如果自创建索引以来已修改原始ORC文件, +则索引无效,不应将其用于过滤。 diff --git a/hetu-docs/zh/indexer/minmax.md b/hetu-docs/zh/indexer/minmax.md index d57c57323..c05ec8070 100644 --- a/hetu-docs/zh/indexer/minmax.md +++ b/hetu-docs/zh/indexer/minmax.md @@ -1,16 +1,21 @@ -# MinMax索引 +# MinMaxIndex -MinMax索引简单地记录数据的最大和最小值,占用空间极小。 +MinMaxIndex简单地记录数据的最大和最小值,占用空间极小。 因此,这一索引仅仅能被用于已经排序的数据列。 -## 过滤 +## 使用场景 -1. MinMax索引用于调度时的分片过滤,被coordinator节点使用。 +**注意:当前,启发式索引仅支持ORC存储格式的Hive数据源。** + +MinMaxIndex用于调度时的分片过滤,被coordinator节点使用。 ## 选择适用的列 -MinMax索引仅仅能被用于已经排序的数据列。例如,ID或年龄. +在对数据进行排序的列上具有过滤predicate的query可以从MinMaxIndex中得到好的效果。 + +例如,如果一下数据是根据`age`来排序的,那么一个像`SELECT name from users WHERE age> 25` +之类的query则可以因有效地在`age`上利用MinMaxIndex,而从中得到好的效果。 ## 支持的运算符 diff --git a/hetu-docs/zh/indexer/overview.md b/hetu-docs/zh/indexer/overview.md index a1d49b00e..2b9d72061 100644 --- a/hetu-docs/zh/indexer/overview.md +++ b/hetu-docs/zh/indexer/overview.md @@ -14,33 +14,37 @@ ## 使用场景 -**当前,启发式索引支持ORC存储格式的hive数据源。** +**注意:当前,启发式索引仅支持ORC存储格式的Hive数据源。** + +1. BloomIndex,MinMaxIndex和BtreeIndex可以在Coordinator上使用,以在调度期间过滤Splits +2. 在读取ORC文件时,为了过滤Splits,可以使用MinMaxIndex或者在workers上使用BloomIndex +3. 在读取ORC文件时,BitmapIndex可以在workers上用于过滤数据行 ### 1.查询过程中过滤预定分片 -支持的索引:Bloom, BTree, MinMax +*支持的索引:BloomIndex, BTreeIndex, MinMaxIndex* -当引擎需要调度一个TableScan操作时,它可以调度worker节点上的Split。这些Split负责读取部分源数据。但是如果应用了谓词,则并非所有Split都会返回数据。 +当引擎需要调度一个TableScan操作时,它可以调度worker节点上的Split。这些Split负责读取部分源数据。但是如果应用了predicates,则并非所有Split都会返回数据。 例如,`select * from test_base where j1='070299439'` -通过为谓词列保留外部索引,启发式索引可以确定每个Split是否包含正在搜索的值,并且只对可能包含该值的Split安排读操作。 +通过为predicate列保留外部索引,启发式索引可以确定每个Split是否包含正在搜索的值,并且只对可能包含该值的Split安排读操作。 ![indexer_filter_splits](../images/indexer_filter_splits.png) ### 2.读取ORC文件时提前筛选Stripes -支持的索引:Bloom, MinMax +*支持的索引:BloomIndex, MinMaxIndex* 与分片过滤类似,当使用Hive Connector读取ORC文件时,Stripe可以被提前过滤来减少读取的数据量,从而提升查询性能。 ### 3.读取ORC文件时筛选行 -支持的索引:Bitmap +*支持的索引:BitmapIndex* -当需要从ORC文件中读取数据时,如果有一个谓词存在,那么就不需要批量读取中的所有行。 +当需要从ORC文件中读取数据时,如果有一个predicate存在,那么就不需要批量读取中的所有行。 -通过为谓词列保留外部位图索引,将实现只读取匹配当行,来提升内存和处理器表现。在服务器高并发时提升尤其明显。 +通过为predicate列保留外部位图索引,将实现只读取匹配当行,来提升内存和处理器表现。在服务器高并发时提升尤其明显。 ## 示例教程 @@ -60,7 +64,7 @@ 避免选择根目录;路径不能包含../;如果配置了node.data_dir,那么当前工作目录为node.data_dir的父目录;如果没有配置,那么当前工作目录为openlookeng server的目录 **注意**: -- `LOCAL` 本地文件系统将*不再*被支持 +- `LOCAL` 本地文件系统是*不*被支持的。 - `HDFS` 应用于生产环境来在集群中共享数据。 - 所有节点必须有相同的文件系统配置。 - 在服务器运行中可以通过`set session heuristicindex_filter_enabled=false;`关闭启发式索引。 @@ -80,7 +84,7 @@ SELECT * FROM table1 WHERE id="abcd1234"; -如果id比较唯一,bloom索引可以大大较少读取的分段数量。 +如果id比较独特,bloom索引可以大大较少读取的分段数量。 在本教程中我们将以这个语句为例。 @@ -106,7 +110,7 @@ | hetu.heuristicindex.filter.cache.loading-delay | 10s | 否 | 在异步加载索引到缓存前等待的时长| | hetu.heuristicindex.indexstore.uri | /opt/hetu/indices/ | 否 | 所有索引文件存储的目录| | hetu.heuristicindex.indexstore.filesystem.profile | local-config-default| 否 | 用于存储索引文件的文件系统属性描述文件名称| -| hetu.heuristicindex.filter.cache.preload.indices | | 否 | 在服务器启动时预加载指定名称的索引(用逗号分隔), 当值为`ALL`时将预载入全部索引| +| hetu.heuristicindex.filter.cache.preload-indices | | 否 | 在服务器启动时预加载指定名称的索引(用逗号分隔), 当值为`ALL`时将预载入全部索引| 索引功能现使用Hetu Metastore管理元数据。请参阅 [Hetu Metastore](../admin/meta-store.md) 获取关于如何配置的更多信息。 @@ -118,19 +122,19 @@ ## 支持的索引类型 -| 索引 ID | 过滤类型 | 最适用的列 | 支持的运算符 | 注释 | 用例 | -|----------|-----------------|--------------------------------------------|---------------------------------------|---------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| -| [Bloom](./bloom.md) | Split
      Stripe | 大量不同数据值
      (如ID) | `=` `IN` | | `create index idx using bloom on hive.hindex.users (id);`
      `select name from hive.hindex.users where id=123` | -| [Btree](./btree.md) | Split | 大量不同数据值
      (如ID) | `=` `>` `>=` `<` `<=` `IN` `BETWEEN` | 表必须被分区 | `create index idx using btree on hive.hindex.users (id) where regionkey IN (1,4) with ("level"='partition')`
      (假设表根据regionkey分区)
      `select name from hive.hindex.users where id>123` | -| [MinMax](./minmax.md) | Split
      Stripe | 列数据被排序 | `=` `>` `>=` `<` `<=` | | `create index idx using bloom on hive.hindex.users (age);`
      (假设数据根据年龄已排序)
      `select name from hive.hindex.users where age>25` | -| [Bitmap](./bitmap.md) | Row | 少量不同数据值
      (如性别) | `=` `IN` | | `create index idx using bitmap on hive.hindex.users (gender);`
      `select name from hive.hindex.users where gender='female'` | +| 索引 ID | 过滤类型 | 最适用的列 | 支持的运算符 | 用例 | +|----------|-----------------|--------------------------------------------|---------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| [Bloom](./bloom.md) | Split
      Stripe | 大量不同数据值
      (如ID) | `=` `IN` | `create index idx using bloom on hive.hindex.users (id);`
      `select name from hive.hindex.users where id=123` | +| [Btree](./btree.md) | Split | 大量不同数据值
      (如ID) | `=` `>` `>=` `<` `<=` `IN` `BETWEEN` | `create index idx using btree on hive.hindex.users (id) where regionkey IN (1,4)`
      `select name from hive.hindex.users where id>123` | +| [MinMax](./minmax.md) | Split
      Stripe | 列数据被排序 | `=` `>` `>=` `<` `<=` | `create index idx using bloom on hive.hindex.users (age);`
      (假设数据根据年龄已排序)
      `select name from hive.hindex.users where age>25` | +| [Bitmap](./bitmap.md) | Row | 少量不同数据值
      (如性别) | `=` `>` `>=` `<` `<=` `IN` `BETWEEN` | `create index idx using bitmap on hive.hindex.users (gender);`
      `select name from hive.hindex.users where gender='female'` | **注意:** 包含不支持的运算符的语句依然会正常运行,但是不会从启发式索引中获得性能提升。 ## 选择索引类型 -启发式索引用于根据谓词表达式过滤数据。请根据下面的决策流程图选择适用于数据列的最佳索引。 +启发式索引用于根据predicate表达式过滤数据。请根据下面的决策流程图选择适用于数据列的最佳索引。 Cardinality 是指数据集中值域的大小。例如,`ID`列通常有很大的cardinality, 而`employeeType`列通常cardinality很小(如 Manager, Developer, Tester)。 @@ -141,24 +145,24 @@ Cardinality 是指数据集中值域的大小。例如,`ID`列通常有很大 1. `SELECT id FROM employees WHERE site = 'lab';` - 在这个语句中`site`的cardinality很小(没有很多不同的地点取值)。 因此,**Bitmap索引**比较适合。 + 在这个语句中`site`的cardinality很小(没有很多不同的地点取值)。 因此,**BitmapIndex**比较适合。 2. `SELECT * FROM visited WHERE id = '34857' AND date < '2020-01-01';` - 在这个语句中`id`有很高的cardinality (每一个ID是唯一的)。同时,表根据`date`已经分区。因此**Btree索引**比较适合。 + 在这个语句中`id`有很高的cardinality (每一个ID是唯一的)。**BloomIndex**或者**BtreeIndex**都比较适合。 3. `SELECT * FROM salaries WHERE salary > 50251.40;` - 在这个语句中`salary`有很高的cardinality(每个员工的收入总有些许不同)。假设表已经根据`salary`排序, 则**MinMax索引**最为适合。 + 在这个语句中`salary`有很高的cardinality(每个员工的收入总有些许不同)。假设表已经根据`salary`排序, 则**MinMaxIndex**最为适合。 4. `SELECT * FROM assets WHERE id = 50;` - 在这个语句中`id`有很高的cardinality (每一个ID是唯一的)。但是,表没有分区。因此**Bloom索引**比较适合。 + 在这个语句中`id`有很高的cardinality (每一个ID是唯一的)。**BloomIndex**或者**BtreeIndex**都比较适合。 5. `SELECT * FROM phoneRecords WHERE phone='1234567890' and type = 'outgoing' and date > '2020-01-01';` - 在这个语句中`phone`有很高的cardinality (即使有重复的电话,绝大部分号码总是不同的), `type`的cardinality较低 (只有两种:呼出/呼入), - 同时数据根据`date`已分区。因此,在`phone`上创建**Btree索引**并在`type`上创建**Bitmap索引**最为适合。 + 在这个语句中`phone`有很高的cardinality (即使有重复的电话,绝大部分号码总是不同的), `type`的cardinality较低 (只有两种:呼出/呼入)。 + 在`phone`上创建**BloomIndex**或者**BtreeIndex**并在`type`上创建**BitmapIndex**比较适合。 ## 添加自定义的索引类型