From 6bdf57d2dd34bef080b7265511f3703c3fe5ea22 Mon Sep 17 00:00:00 2001 From: Shaun Struwig <41984034+Blargian@users.noreply.github.com> Date: Sun, 6 Apr 2025 21:09:09 +0200 Subject: [PATCH 01/14] add page on projections --- docs/data-modeling/projections.md | 504 ++++++++++++++++++ .../postgres/data-modeling-techniques.md | 53 +- sidebars.js | 1 + static/images/data-modeling/projections_1.png | Bin 0 -> 247644 bytes static/images/data-modeling/projections_2.png | Bin 0 -> 314929 bytes 5 files changed, 522 insertions(+), 36 deletions(-) create mode 100644 docs/data-modeling/projections.md create mode 100644 static/images/data-modeling/projections_1.png create mode 100644 static/images/data-modeling/projections_2.png diff --git a/docs/data-modeling/projections.md b/docs/data-modeling/projections.md new file mode 100644 index 00000000000..5eab20e0538 --- /dev/null +++ b/docs/data-modeling/projections.md @@ -0,0 +1,504 @@ +--- +slug: /data-modeling/projections +title: 'Projections' +description: 'Page describing what projections are, how they can be used to improve +query performance, and how they differ from materialized views.' +keywords: ['projection', 'projections', 'query optimization'] +--- + +import projections_1 from '@site/static/images/data-modeling/projections_1.png'; +import projections_2 from '@site/static/images/data-modeling/projections_2.png'; +import Image from '@theme/IdealImage'; + +# Projections + +## Introduction {#introduction} + +ClickHouse offers various mechanisms of speeding up analytical queries on large +amounts of data for real-time scenarios. One such mechanism to speed up your +queries is through the use of so-called _Projections_. Projections help optimize +queries by creating a subset of data that contains only attributes of interest, +at the exclusion of others. + +## How do Projections work? {#how-do-projections-work} + +Practically, a Projection can be thought of as an additional, hidden table to the +original table. The projection can have a different row order, and therefore a +different primary index, to that of the original table and it can automatically +and incrementally pre-compute aggregate values. As a result, using Projections +helps to tune the first two of three "tuning knobs" that you have control over +for speeding up query execution: +- **Properly utilizing primary indexes** +- **Pre-computing aggregates** +- Increasing the level of parallelism used inside the ClickHouse query processing + engine. + +Projections are in some ways similar to [Materialized Views](/materialized-views) +, which also allow you to have multiple row orders and incremental aggregation. +Unlike Materialized Views, however, Projections are automatically updated and +kept in-sync with the original table. When a query targets the original table, +ClickHouse automatically samples the primary keys and chooses a table that can +generate the same correct result, but requires the least amount of data to be +read as shown in the figure below: + +Projections in ClickHouse + +## Examples {#examples} + +### Filtering on columns which aren't in the primary key {#filtering-without-using-primary-keys} + +In this example, we'll show you how to add a projection to a table. +We'll also look at how the projection can be used to speed up queries which filter +on columns which are not in the primary key of a table. + +For this example, we'll be using a subset of the [New York Taxi Data](/getting-started/example-datasets/nyc-taxi) +dataset. Go ahead and create the table noting that data is sorted on disk by +`pickup_datetime` and `dropoff_datetime`: + +```sql +CREATE TABLE trips( + trip_id UInt32, + pickup_datetime DateTime, + dropoff_datetime DateTime, + pickup_longitude Nullable(Float64), + pickup_latitude Nullable(Float64), + dropoff_longitude Nullable(Float64), + dropoff_latitude Nullable(Float64), + passenger_count UInt8, + trip_distance Float32, + fare_amount Float32, + extra Float32, + tip_amount Float32, + tolls_amount Float32, + total_amount Float32, + payment_type Enum('CSH' = 1, 'CRE' = 2, 'NOC' = 3, 'DIS' = 4, 'UNK' = 5), + pickup_ntaname LowCardinality(String), + dropoff_ntaname LowCardinality(String) +) +ENGINE = MergeTree +--highlight-next-line +PRIMARY KEY (pickup_datetime, dropoff_datetime); +``` + +Next we'll insert 10% of the data into the table from an S3 bucket: + +```sql +INSERT INTO trips SELECT + trip_id, + pickup_datetime, + dropoff_datetime, + pickup_longitude, + pickup_latitude, + dropoff_longitude, + dropoff_latitude, + passenger_count, + trip_distance, + fare_amount, + extra, + tip_amount, + tolls_amount, + total_amount, + payment_type, + pickup_ntaname, + dropoff_ntaname +FROM s3('https://datasets-documentation.s3.eu-west-3.amazonaws.com/nyc-taxi/trips_{0..2}.gz', 'TabSeparatedWithNames') +``` + +Let's write a simple query to find all of the trip IDs for which passengers +tipped their driver greater than $200: + +```sql +SELECT + tip_amount, + trip_id, + dateDiff('minutes', pickup_datetime, dropoff_datetime) AS trip_duration_min +FROM trips WHERE tip_amount > 200 AND trip_duration_min > 0 +``` + +```sql + ┌─tip_amount─┬────trip_id─┬─trip_duration_min─┐ +1. │ 233.25 │ 1211709305 │ 18 │ +2. │ 222.88 │ 1203166979 │ 41 │ +3. │ 215 │ 1211976534 │ 16 │ + └────────────┴────────────┴───────────────────┘ + +3 rows in set. Elapsed: 0.009 sec. +--highlight-next-line +Processed 3.00 million rows, +12.12 MB (328.04 million rows/s., 1.33 GB/s.) +Peak memory usage: 161.34 KiB. +``` + +Notice that because we are filtering on `tip_amount` which is not in the primary +key ClickHouse had to do a full table scan of all 3 million rows. Although the +query took only 0.009 seconds to return the result, we are using only 10% of data +in the dataset. It's therefore plausible that running this query on the full +dataset could take as long as 9 seconds. Let's improve this. + +To add a projection we use the `ALTER TABLE` statement together with the `ADD PROJECTION` +statement: + +```sql +ALTER TABLE trips +ADD PROJECTION prj_tip_amount +( + SELECT * + ORDER BY tip_amount, dateDiff('minutes', pickup_datetime, dropoff_datetime) +) +``` + +It is necessary after adding a projection to use the `MATERIALIZE PROJECTION` +statement so that the data in it is physically recalculated and ordered according +to the specified query above: + +```sql +ALTER TABLE trips MATERIALIZE PROJECTION prj_tip_amount +``` + +Let's run the query again now that we've added the projection: + +```sql +SELECT + tip_amount, + trip_id, + dateDiff('minutes', pickup_datetime, dropoff_datetime) AS trip_duration_min +FROM trips WHERE tip_amount > 200 AND trip_duration_min > 0 +``` + +```sql +Query id: db460660-c1e7-4f57-87e4-40bd46a9d052 + + ┌─tip_amount─┬────trip_id─┬─trip_duration_min─┐ +1. │ 215 │ 1211976534 │ 16 │ +2. │ 222.88 │ 1203166979 │ 41 │ +3. │ 233.25 │ 1211709305 │ 18 │ + └────────────┴────────────┴───────────────────┘ + +3 rows in set. Elapsed: 0.005 sec. +--highlight-next-line +Processed 10.97 thousand rows, +175.55 KB (2.20 million rows/s., 35.13 MB/s.) +Peak memory usage: 58.08 KiB. +``` + +Notice how we were able to decrease the query time from 0.009 seconds to 0.005 +seconds and we scanned only 10.97 thousand rows instead of 3 million. + +We can confirm that our query above did indeed use the projection we made by +querying the `system.query_log` table: + +```sql +SELECT query, projections +FROM system.query_log +WHERE query_id='db460660-c1e7-4f57-87e4-40bd46a9d052' +``` + +```response + ┌─query─────────────────────────────────────────────────────────────────────────┬─projections──────────────────────┐ +1. │ SELECT ↴│ ['default.trips.prj_tip_amount'] │ + │↳ tip_amount, ↴│ │ + │↳ trip_id, ↴│ │ + │↳ dateDiff('minutes', pickup_datetime, dropoff_datetime) AS trip_duration_min↴│ │ + │↳FROM trips WHERE tip_amount > 200 AND trip_duration_min > 0 │ │ + └───────────────────────────────────────────────────────────────────────────────┴──────────────────────────────────┘ +``` + +### Using projections to speed up UK price paid queries {#using-projections-to-speed-up-UK-price-paid} + +To demonstrate how Projections can be used to speed up query performance, let's +take a look at an example using a real life dataset. For this example we'll be +using the table from our [UK Property Price Paid](https://clickhouse.com/docs/getting-started/example-datasets/uk-price-paid) +tutorial with 30.03 million rows. This dataset is also available within our +[sql.clickhouse.com](https://sql.clickhouse.com/?query_id=6IDMHK3OMR1C97J6M9EUQS) +environment. + +If you've not done so already, run the queries below to create the table and +insert the data. + +
+Create and insert data +```sql title="Create Table" +CREATE TABLE uk_price_paid +( + price UInt32, + date Date, + postcode1 LowCardinality(String), + postcode2 LowCardinality(String), + type Enum8('terraced' = 1, 'semi-detached' = 2, 'detached' = 3, 'flat' = 4, 'other' = 0), + is_new UInt8, + duration Enum8('freehold' = 1, 'leasehold' = 2, 'unknown' = 0), + addr1 String, + addr2 String, + street LowCardinality(String), + locality LowCardinality(String), + town LowCardinality(String), + district LowCardinality(String), + county LowCardinality(String) +) +ENGINE = MergeTree +ORDER BY (postcode1, postcode2, addr1, addr2); +``` + +```sql title="Preprocess and insert the data" +INSERT INTO uk_price_paid +WITH + splitByChar(' ', postcode) AS p +SELECT + toUInt32(price_string) AS price, + parseDateTimeBestEffortUS(time) AS date, + p[1] AS postcode1, + p[2] AS postcode2, + transform(a, ['T', 'S', 'D', 'F', 'O'], ['terraced', 'semi-detached', 'detached', 'flat', 'other']) AS type, + b = 'Y' AS is_new, + transform(c, ['F', 'L', 'U'], ['freehold', 'leasehold', 'unknown']) AS duration, + addr1, + addr2, + street, + locality, + town, + district, + county +FROM url( + 'http://prod.publicdata.landregistry.gov.uk.s3-website-eu-west-1.amazonaws.com/pp-complete.csv', + 'CSV', + 'uuid_string String, + price_string String, + time String, + postcode String, + a String, + b String, + c String, + addr1 String, + addr2 String, + street String, + locality String, + town String, + district String, + county String, + d String, + e String' +) SETTINGS max_http_get_redirects=10; +``` +
+ +We can run a simple query on this dataset that lists the counties in London which +have the highest prices paid: + +```sql +SELECT + county, + price +FROM uk_price_paid +WHERE town = 'LONDON' +ORDER BY price DESC +LIMIT 3 +``` + +```response + ┌─county─────────┬─────price─┐ +1. │ GREATER LONDON │ 594300000 │ +2. │ GREATER LONDON │ 569200000 │ +3. │ GREATER LONDON │ 542540820 │ + └────────────────┴───────────┘ +// highlight-next-line +3 rows in set. Elapsed: 0.028 sec. Processed 30.03 million rows, 72.71 MB (1.06 billion rows/s., 2.57 GB/s.) +Peak memory usage: 719.45 KiB. +``` + +Notice above how a full table scan of all 30.03 million rows occurred, due to +the fact that `town` was not one of the keys in our ORDER BY statement when we +created the table: + +```sql +CREATE TABLE uk_price_paid +( + ... +) +ENGINE = MergeTree +--highlight-next-line +ORDER BY (postcode1, postcode2, addr1, addr2); +``` + +For the original example table `uk_price_paid`, we will create (and populate) two +projections. + +Let's see if we can speed this query up using Projections. To keep things tidy +and simple in our playground, we first duplicate the table `uk_price_paid` as +`uk_price_paid_with_projections`: + +```sql +CREATE TABLE uk_price_paid_with_projections AS uk_price_paid; +INSERT INTO uk_price_paid_with_projections SELECT * FROM uk_price_paid; +``` + +We create and populate projection `prj_oby_town_price` which produces an +additional (hidden) table with a primary index, ordering by town and price, to +optimize the query that lists the counties in a specific town for the highest +paid prices: + +```sql +ALTER TABLE uk_price_paid_with_projections + (ADD PROJECTION prj_obj_town_price + ( + SELECT * + ORDER BY + town, + price + )) +``` +```sql +ALTER TABLE uk_price_paid_with_projections + (MATERIALIZE PROJECTION prj_obj_town_price) +SETTINGS mutations_sync = 1 +``` + +The [`mutations_sync`](/operations/settings/settings#mutations_sync) setting is +used to force synchronous execution. + +We create and populate projection prj_gby_county – an additional (hidden) table +that incrementally pre-computes the avg(price) aggregate values for all existing +130 UK counties: + +```sql +ALTER TABLE uk_price_paid_with_projections + (ADD PROJECTION prj_gby_county + ( + SELECT + county, + avg(price) + GROUP BY county + )) +``` +```sql +ALTER TABLE uk_price_paid_with_projections + (MATERIALIZE PROJECTION prj_gby_county) +SETTINGS mutations_sync = 1 +``` + +:::note +If there is a `GROUP BY` clause used in a projection like in the `prj_gby_county` +projection above, then the underlying storage engine for the (hidden) table +becomes `AggregatingMergeTree`, and all aggregate functions are converted to +`AggregateFunction`. This ensures proper incremental data aggregation. +::: + +The figure below is a visualization of the main table `uk_price_paid_with_projections` +and its two projections: + +Visualization of the main table uk_price_paid_with_projections and its two projections + +If we now run the query that lists the counties in London for the three highest +paid prices again, we see a dramatic difference in performance, from 0.028 sec +down to 0.012 sec: + +```sql title="Query (with projections)" +SELECT + county, + price +FROM uk_price_paid_with_projections +WHERE town = 'LONDON' +ORDER BY price DESC +LIMIT 3 +SETTINGS log_queries=1 +``` +```sql +Query id: dd2cb0ff-7082-4b71-a03c-9260d470a302 -- Note: this will be different for each user + +↘ Progress: 2.29 million rows, 16.06 MB (188.06 million rows/s., 1.32 GB/s.) 99↓ Progress: 2.29 million rows, 16.06 MB (188.06 million rows/s., 1.32 GB/s.) 99 + ┌─county─────────┬─────price─┐ +1. │ GREATER LONDON │ 594300000 │ +2. │ GREATER LONDON │ 569200000 │ +3. │ GREATER LONDON │ 542540820 │ + └────────────────┴───────────┘ + +3 rows in set. Elapsed: 0.012 sec. Processed 2.29 million rows, 16.06 MB (186.83 million rows/s., 1.31 GB/s.) +Peak memory usage: 193.73 KiB. +``` + +Likewise, for the query that lists the U.K. counties with the three highest +average paid prices: + +```sql +SELECT + county, + avg(price) +FROM uk_price_paid_with_projections +GROUP BY county +ORDER BY avg(price) DESC +LIMIT 3 +SETTINGS log_queries=1 +``` + +```response +Query id: 7efd131f-5091-4124-89b2-2505d31ca465 + + ┌─county─────────────────┬────────avg(price)─┐ +1. │ GREATER LONDON │ 427152.7303796859 │ +2. │ WINDSOR AND MAIDENHEAD │ 423806.3374685812 │ +3. │ WEST NORTHAMPTONSHIRE │ 414738.3185798591 │ + └────────────────────────┴───────────────────┘ + +3 rows in set. Elapsed: 0.004 sec. +``` + +Note that both queries target the original table, and that both queries resulted +in a full table scan (all 30.03 million rows got streamed from disk) before we +created the two projections. + +Also, note that the query that lists the counties in London for the three highest +paid prices is streaming 2.17 million rows. When we directly used a second table +optimized for this query, only 81.92 thousand rows were streamed from disk. + +The reason for the difference is that currently, the `optimize_read_in_order` +optimization mentioned above isn’t supported for projections. + +We inspect the `system.query_log` table in order to see that ClickHouse +automatically used the two projections for the two queries above (see the +projections column below): + +```sql +HELLO +``` + +## When to use Projections? {#when-to-use-projections} + +Projections are an appealing feature for new users as they are automatically +maintained as data is inserted. Furthermore, queries can just be sent to a +single table where the projections are exploited where possible to speed up +the response time. + +This is in contrast to Materialized Views, where the user has to select the +appropriate optimized target table or rewrite their query, depending on the +filters. This places greater emphasis on user applications and increases +client-side complexity. + +Despite these advantages, projections come with some inherent limitations which +users should be aware of and thus should be deployed sparingly. + +- Projections don't allow using different TTL for the source table and the + (hidden) target table, materialized views allow different TTLs. +- Projections don't currently support `optimize_read_in_order` for the (hidden) + target table. +- Lightweight updates and deletes are not supported for tables with projections. +- Materialized Views can be chained: the target table of one Materialized View + can be the source table of another Materialized View, and so on. This is not + possible with projections. +- Projections don't support joins, but Materialized Views do. +- Projections don't support filters (`WHERE` clause), but Materialized Views do. + +We recommend using projections when: + +- A complete re-ordering of the data is required. While the expression in the + projection can, in theory, use a `GROUP BY,` materialized views are more + effective for maintaining aggregates. The query optimizer is also more likely + to exploit projections that use a simple reordering, i.e., `SELECT * ORDER BY x`. + Users can select a subset of columns in this expression to reduce storage + footprint. +- Users are comfortable with the associated increase in storage footprint and + overhead of writing data twice. Test the impact on insertion speed and + [evaluate the storage overhead](/data-compression/compression-in-clickhouse). + +## Related content {#related-content} +- [A Practical Introduction to Primary Indexes in ClickHouse](/guides/best-practices/sparse-primary-indexes#option-3-projections) +- [Materialized Views](/docs/materialized-views) +- [ALTER PROJECTION](/sql-reference/statements/alter/projection) diff --git a/docs/migrations/postgres/data-modeling-techniques.md b/docs/migrations/postgres/data-modeling-techniques.md index 4263ac571bf..e8bea881d6f 100644 --- a/docs/migrations/postgres/data-modeling-techniques.md +++ b/docs/migrations/postgres/data-modeling-techniques.md @@ -114,7 +114,10 @@ WHERE UserId = 8592047 Peak memory usage: 201.93 MiB. ``` -This query requires all 90m rows to be scanned (admittedly quickly) as the `UserId` is not the ordering key. Previously, we solved this using a materialized view acting as a lookup for the `PostId`. The same problem can be solved with a projection. The command below adds a projection for the `ORDER BY user_id`. +This query requires all 90m rows to be scanned (admittedly quickly) as the `UserId` is not the ordering key. +Previously, we solved this using a materialized view acting as a lookup for the `PostId`. The same problem can be solved +with a [projection](/data-modeling/projections). The command below adds a +projection for the `ORDER BY user_id`. ```sql ALTER TABLE comments ADD PROJECTION comments_user_id ( @@ -157,7 +160,7 @@ FROM system.mutations WHERE (`table` = 'comments') AND (command LIKE '%MATERIALIZE%') ┌─parts_to_do─┬─is_done─┬─latest_fail_reason─┐ -1. │ 1 │ 0 │ │ +1. │ 1 │ 0 │ │ └─────────────┴─────────┴────────────────────┘ 1 row in set. Elapsed: 0.003 sec. @@ -186,43 +189,21 @@ SELECT avg(Score) FROM comments WHERE UserId = 8592047 - ┌─explain─────────────────────────────────────────────┐ - 1. │ Expression ((Projection + Before ORDER BY)) │ - 2. │ Aggregating │ - 3. │ Filter │ - 4. │ ReadFromMergeTree (comments_user_id) │ - 5. │ Indexes: │ - 6. │ PrimaryKey │ - 7. │ Keys: │ - 8. │ UserId │ + ┌─explain─────────────────────────────────────────────┐ + 1. │ Expression ((Projection + Before ORDER BY)) │ + 2. │ Aggregating │ + 3. │ Filter │ + 4. │ ReadFromMergeTree (comments_user_id) │ + 5. │ Indexes: │ + 6. │ PrimaryKey │ + 7. │ Keys: │ + 8. │ UserId │ 9. │ Condition: (UserId in [8592047, 8592047]) │ -10. │ Parts: 2/2 │ -11. │ Granules: 2/11360 │ - └─────────────────────────────────────────────────────┘ +10. │ Parts: 2/2 │ +11. │ Granules: 2/11360 │ + └─────────────────────────────────────────────────────┘ 11 rows in set. Elapsed: 0.004 sec. ``` -## When to use projections {#when-to-use-projections} - -Projections are an appealing feature for new users as they are automatically maintained as data is inserted. Furthermore, queries can just be sent to a single table where the projections are exploited where possible to speed up the response time. - -PostgreSQL projections in ClickHouse - -This is in contrast to materialized views, where the user has to select the appropriate optimized target table or rewrite their query, depending on the filters. This places greater emphasis on user applications and increases client-side complexity. - -Despite these advantages, projections come with some inherent limitations which users should be aware of and thus should be deployed sparingly. - -- Projections don't allow to use different TTL for the source table and the (hidden) target table, materialized views allow different TTLs. -- Projections [don't currently support](https://clickhouse.com/blog/clickhouse-faster-queries-with-projections-and-primary-indexes) `optimize_read_in_order` for the (hidden) target table. -- Lightweight updates and deletes are not supported for tables with projections. -- Materialized views can be chained: the target table of one materialized view can be the source table of another materialized view, and so on. This is not possible with projections. -- Projections don't support joins; materialized views do. -- Projections don't support filters (WHERE clause); materialized views do. - -We recommend using projections when: - -- A complete reordering of the data is required. While the expression in the projection can, in theory, use a `GROUP BY,` materialized views are more effective for maintaining aggregates. The query optimizer is also more likely to exploit projections that use a simple reordering, i.e., `SELECT * ORDER BY x`. Users can select a subset of columns in this expression to reduce storage footprint. -- Users are comfortable with the associated increase in storage footprint and overhead of writing data twice. Test the impact on insertion speed and [evaluate the storage overhead](/data-compression/compression-in-clickhouse). - [Click here for Part 4](/migrations/postgresql/rewriting-queries). diff --git a/sidebars.js b/sidebars.js index 6a426cb3dd6..892d474f1b7 100644 --- a/sidebars.js +++ b/sidebars.js @@ -1104,6 +1104,7 @@ const sidebars = { "materialized-view/refreshable-materialized-view" ], }, + "data-modeling/projections", { type: "category", label: "Data Compression", diff --git a/static/images/data-modeling/projections_1.png b/static/images/data-modeling/projections_1.png new file mode 100644 index 0000000000000000000000000000000000000000..1dbeabe95964102d0da791e5e28ba7bb1611dec5 GIT binary patch literal 247644 zcmeFacT|&G^9G6$l_Eu{(iNol-V;ITO}f%SrPokHGa?{GKoF1;iXgosy$S+Km#S0& zA@mx0yKhvEobPw;x_{rbTY8>s%_=@*!!k@KV^ z>n%IZ$#Kon)|c%G)fW$xYg`Gxsp`jebH=(Rfi!%N4F;1x$5R|n4%~TpgY^5WplI6= z?1|enJQgg|Ip1qL+Me}uCW|FSKT6z-(e1;r3aFH4&lE#>U5O2ToL}bmbs~9CC$@!Z 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zNh=2h$}l4I=kr=8ZC%Todx@Hj>%{9fEQb0Kk?VQ!WI}A;1?2`N%C@B1Ce@_h`eg34 zTKk>;9QxpHP9t~M@8;^>NM6(JK`yH2)qV=UaH)17jN@f@s`Cjq$Io!(w~eK{n?COI zuInPFHuoxM9$t@4_ZX(L-&X6&qe_a5hbCJFiXPjzjnHRsyh zH<&K7tEK+y>qbd~3X91J^B#=7UDbUAF33a-R&L!}(mx|Fu+;)X_`JOrsL(n_UqwH) zA4C3mlAG@#;=JSopXSrMoUEU$NS*WU$t`2+FPzpZ_Xc0;o6=fMAyj=^z_Ih+FXi{u zgQ8HA7xL43QT}|Gf9JMGa^eW} Date: Sun, 6 Apr 2025 21:17:59 +0200 Subject: [PATCH 02/14] update example --- docs/data-modeling/projections.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/data-modeling/projections.md b/docs/data-modeling/projections.md index 5eab20e0538..ff04d9245bb 100644 --- a/docs/data-modeling/projections.md +++ b/docs/data-modeling/projections.md @@ -457,7 +457,7 @@ automatically used the two projections for the two queries above (see the projections column below): ```sql -HELLO + ``` ## When to use Projections? {#when-to-use-projections} From 110eb1e36cc9212aef707984c808b1f59c399233 Mon Sep 17 00:00:00 2001 From: Shaun Struwig <41984034+Blargian@users.noreply.github.com> Date: Sun, 6 Apr 2025 21:21:25 +0200 Subject: [PATCH 03/14] update query_log result --- docs/data-modeling/projections.md | 49 ++++++++++++++++++++++++++++--- 1 file changed, 45 insertions(+), 4 deletions(-) diff --git a/docs/data-modeling/projections.md b/docs/data-modeling/projections.md index ff04d9245bb..8131547888a 100644 --- a/docs/data-modeling/projections.md +++ b/docs/data-modeling/projections.md @@ -399,7 +399,6 @@ FROM uk_price_paid_with_projections WHERE town = 'LONDON' ORDER BY price DESC LIMIT 3 -SETTINGS log_queries=1 ``` ```sql Query id: dd2cb0ff-7082-4b71-a03c-9260d470a302 -- Note: this will be different for each user @@ -416,7 +415,7 @@ Peak memory usage: 193.73 KiB. ``` Likewise, for the query that lists the U.K. counties with the three highest -average paid prices: +average-paid prices: ```sql SELECT @@ -426,7 +425,6 @@ FROM uk_price_paid_with_projections GROUP BY county ORDER BY avg(price) DESC LIMIT 3 -SETTINGS log_queries=1 ``` ```response @@ -452,12 +450,55 @@ optimized for this query, only 81.92 thousand rows were streamed from disk. The reason for the difference is that currently, the `optimize_read_in_order` optimization mentioned above isn’t supported for projections. -We inspect the `system.query_log` table in order to see that ClickHouse +We inspect the `system.query_log` table to see that ClickHouse automatically used the two projections for the two queries above (see the projections column below): ```sql +SELECT + tables, + query, + query_duration_ms::String || ' ms' AS query_duration, + formatReadableQuantity(read_rows) AS read_rows, + projections +FROM clusterAllReplicas(default, system.query_log) +WHERE (type = 'QueryFinish') AND (tables = ['default.uk_price_paid_with_projections']) +ORDER BY initial_query_start_time DESC + LIMIT 2 +FORMAT Vertical +``` + +```response +Row 1: +────── +tables: ['default.uk_price_paid_with_projections'] +query: SELECT + county, + avg(price) +FROM uk_price_paid_with_projections +GROUP BY county +ORDER BY avg(price) DESC +LIMIT 3 +query_duration: 5 ms +read_rows: 132.00 +projections: ['default.uk_price_paid_with_projections.prj_gby_county'] + +Row 2: +────── +tables: ['default.uk_price_paid_with_projections'] +query: SELECT + county, + price +FROM uk_price_paid_with_projections +WHERE town = 'LONDON' +ORDER BY price DESC +LIMIT 3 +SETTINGS log_queries=1 +query_duration: 11 ms +read_rows: 2.29 million +projections: ['default.uk_price_paid_with_projections.prj_obj_town_price'] +2 rows in set. Elapsed: 0.006 sec. ``` ## When to use Projections? {#when-to-use-projections} From 6894a2e0b674cc9dce07576c9183f9e2af714980 Mon Sep 17 00:00:00 2001 From: Shaun Struwig <41984034+Blargian@users.noreply.github.com> Date: Mon, 7 Apr 2025 10:02:28 +0200 Subject: [PATCH 04/14] fix typo in primary index of example image --- static/images/data-modeling/projections_2.png | Bin 314929 -> 315232 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/static/images/data-modeling/projections_2.png b/static/images/data-modeling/projections_2.png index b239e7d309fd9dd4db8ccee6e8977903b597613a..ce2b18e69588b55710d1262100ecd14208846edb 100644 GIT binary patch delta 55438 zcmdRV1yfvIvvrUl!689|y9c-6?hpv>9^4%U0tENKz~Jug5Zv9}-QE2g9(mt;??3pe z&P-9KW)6Gz?(VgEbx%by##$-`7%|W{v2BnigwYTU#|XHTonIm3a5&YpJBA z9Dp8_+7u>$)%K7>E?y%_YZuI;SrJOlITUhwtKmh{-0|f;I zH;XC)_$hD5?^hi1qHS)CYPfh7)jJ9PQ&WzfE{DKWY19;?EtJR*TRm-bBHsgI0f`>QIlbbEHDN4AE|{(Qd>iYq_E*i7x1a9}Iy`MeBR_B(82To(3(k#(;iyN%vF% 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z1wY@^-si=xbTxQhSw=IzDPi|CTy-{IFg|*LJ~8Tiu+ng@2yCE*P;hD23o>v0@~i)| z&HuuCI<2G&zcFFy6b(f0QHJ)imJ*Zun0BiS84chifThWW0)itD81 zb^cYHd0|<9(fILJryXYX=1$vR=9Q#fyaX&F_xibDevZ}G zzhAa^P8M4-@4S6{`MdtM`9-JX?%U^{@0%M194L8lm_Ph{MefHhFT3CGDn4cXUMK(3 zl7Bz{e#^hUE^^Mf>91Vu|4-k(*m%+F;xzG7|&>F9jEykFW{|CE*c`5PNwJ0HI3?=rJ`?uP@JwclS| zTwI!>6>j~P~+oL>0N#PC(S&&)j=-oLCaygE92{TcTAnW&UjPX;&(2Y^}4o!r73s3pD$rLB|hhSeMm^ky3`M1ySJ|7 zy|%C6?Cj9r#&=a67G$xcIE0^FzC{qZu>dSm)mdM;ys$iZO`^6hdaB#}WG|5hzl+Z` zoDHk4-1+k7|M&f~Zza6tzP%@MtNrCzCYDuh4!kc`{hVUvgxZ|s05+{|=k4}AU*CM& zy|Hhe?d|xw)bm@eRll3HN%G_CwN>-Q+<{H+ISo87WZKkF%RL2$2id|I7Z%*R`~BNF zd*CVL{_lQWUj0)p7wA-A#^QOQ^?SiKXEgh+NH(rsCnLOE>e|ewQ5rx4wZwtRcjwG{ zNz@G3a3GD-=I4*nU^_o_}W*{FYR z_3h|QRX|&7rXJWPYrXCND#Lf^@d7oyv5R%egB3H*u%HH~Lqk2JYSM6bVAv(2nv9y4 zVAa-wBw(Yw>!c4_oWsm60@e?w1C82X%2B Date: Mon, 7 Apr 2025 18:52:43 +0200 Subject: [PATCH 05/14] PRIMARY KEY -> ORDER BY --- docs/data-modeling/projections.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/data-modeling/projections.md b/docs/data-modeling/projections.md index 8131547888a..22297bbe82b 100644 --- a/docs/data-modeling/projections.md +++ b/docs/data-modeling/projections.md @@ -77,7 +77,7 @@ CREATE TABLE trips( ) ENGINE = MergeTree --highlight-next-line -PRIMARY KEY (pickup_datetime, dropoff_datetime); +ORDER BY (pickup_datetime, dropoff_datetime); ``` Next we'll insert 10% of the data into the table from an S3 bucket: From 3ea0687991f16676e8996899d2728ffa43b64b8c Mon Sep 17 00:00:00 2001 From: Shaun Struwig <41984034+Blargian@users.noreply.github.com> Date: Mon, 7 Apr 2025 21:45:13 +0200 Subject: [PATCH 06/14] review comments --- docs/data-modeling/projections.md | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/docs/data-modeling/projections.md b/docs/data-modeling/projections.md index 22297bbe82b..f4056ae3c59 100644 --- a/docs/data-modeling/projections.md +++ b/docs/data-modeling/projections.md @@ -166,8 +166,6 @@ FROM trips WHERE tip_amount > 200 AND trip_duration_min > 0 ``` ```sql -Query id: db460660-c1e7-4f57-87e4-40bd46a9d052 - ┌─tip_amount─┬────trip_id─┬─trip_duration_min─┐ 1. │ 215 │ 1211976534 │ 16 │ 2. │ 222.88 │ 1203166979 │ 41 │ @@ -190,7 +188,7 @@ querying the `system.query_log` table: ```sql SELECT query, projections FROM system.query_log -WHERE query_id='db460660-c1e7-4f57-87e4-40bd46a9d052' +WHERE query_id='' ``` ```response @@ -401,9 +399,6 @@ ORDER BY price DESC LIMIT 3 ``` ```sql -Query id: dd2cb0ff-7082-4b71-a03c-9260d470a302 -- Note: this will be different for each user - -↘ Progress: 2.29 million rows, 16.06 MB (188.06 million rows/s., 1.32 GB/s.) 99↓ Progress: 2.29 million rows, 16.06 MB (188.06 million rows/s., 1.32 GB/s.) 99 ┌─county─────────┬─────price─┐ 1. │ GREATER LONDON │ 594300000 │ 2. │ GREATER LONDON │ 569200000 │ From d119523bb30f2101dff9c10347a06543b4008aaa Mon Sep 17 00:00:00 2001 From: Shaun Struwig <41984034+Blargian@users.noreply.github.com> Date: Tue, 8 Apr 2025 13:20:35 +0200 Subject: [PATCH 07/14] incorporate review feedback --- docs/data-modeling/projections.md | 231 +++++++----------------------- 1 file changed, 48 insertions(+), 183 deletions(-) diff --git a/docs/data-modeling/projections.md b/docs/data-modeling/projections.md index f4056ae3c59..3cc099a292d 100644 --- a/docs/data-modeling/projections.md +++ b/docs/data-modeling/projections.md @@ -17,8 +17,11 @@ import Image from '@theme/IdealImage'; ClickHouse offers various mechanisms of speeding up analytical queries on large amounts of data for real-time scenarios. One such mechanism to speed up your queries is through the use of so-called _Projections_. Projections help optimize -queries by creating a subset of data that contains only attributes of interest, -at the exclusion of others. +queries by creating a reordering of data by attributes of interest. This can be: +1. A complete reordering +2. A subset of the original table with a different order +3. A precomputed aggregation (similar to a Materialized View) but with an ordering + aligned to the aggregation. ## How do Projections work? {#how-do-projections-work} @@ -26,17 +29,17 @@ Practically, a Projection can be thought of as an additional, hidden table to th original table. The projection can have a different row order, and therefore a different primary index, to that of the original table and it can automatically and incrementally pre-compute aggregate values. As a result, using Projections -helps to tune the first two of three "tuning knobs" that you have control over +helps to tune the first two "tuning knobs" that you have control over for speeding up query execution: -- **Properly utilizing primary indexes** +- **Properly using primary indexes** - **Pre-computing aggregates** -- Increasing the level of parallelism used inside the ClickHouse query processing - engine. Projections are in some ways similar to [Materialized Views](/materialized-views) -, which also allow you to have multiple row orders and incremental aggregation. -Unlike Materialized Views, however, Projections are automatically updated and -kept in-sync with the original table. When a query targets the original table, +, which also allow you to have multiple row orders and pre-compute aggregations +at insert time. +Projections are automatically updated and +kept in-sync with the original table, unlike Materialized Views, which are +explicitly updated. When a query targets the original table, ClickHouse automatically samples the primary keys and chooses a table that can generate the same correct result, but requires the least amount of data to be read as shown in the figure below: @@ -51,95 +54,36 @@ In this example, we'll show you how to add a projection to a table. We'll also look at how the projection can be used to speed up queries which filter on columns which are not in the primary key of a table. -For this example, we'll be using a subset of the [New York Taxi Data](/getting-started/example-datasets/nyc-taxi) -dataset. Go ahead and create the table noting that data is sorted on disk by -`pickup_datetime` and `dropoff_datetime`: +For this example, we'll be using the New York Taxi Data +dataset available at [sql.clickhouse.com](sql.clickhouse.com) which is ordered +by `pickup_datetime` and `dropoff_datetime`: -```sql -CREATE TABLE trips( - trip_id UInt32, - pickup_datetime DateTime, - dropoff_datetime DateTime, - pickup_longitude Nullable(Float64), - pickup_latitude Nullable(Float64), - dropoff_longitude Nullable(Float64), - dropoff_latitude Nullable(Float64), - passenger_count UInt8, - trip_distance Float32, - fare_amount Float32, - extra Float32, - tip_amount Float32, - tolls_amount Float32, - total_amount Float32, - payment_type Enum('CSH' = 1, 'CRE' = 2, 'NOC' = 3, 'DIS' = 4, 'UNK' = 5), - pickup_ntaname LowCardinality(String), - dropoff_ntaname LowCardinality(String) -) -ENGINE = MergeTree ---highlight-next-line -ORDER BY (pickup_datetime, dropoff_datetime); -``` - -Next we'll insert 10% of the data into the table from an S3 bucket: - -```sql -INSERT INTO trips SELECT - trip_id, - pickup_datetime, - dropoff_datetime, - pickup_longitude, - pickup_latitude, - dropoff_longitude, - dropoff_latitude, - passenger_count, - trip_distance, - fare_amount, - extra, - tip_amount, - tolls_amount, - total_amount, - payment_type, - pickup_ntaname, - dropoff_ntaname -FROM s3('https://datasets-documentation.s3.eu-west-3.amazonaws.com/nyc-taxi/trips_{0..2}.gz', 'TabSeparatedWithNames') -``` - -Let's write a simple query to find all of the trip IDs for which passengers +Let's write a simple query to find all the trip IDs for which passengers tipped their driver greater than $200: ```sql -SELECT - tip_amount, - trip_id, - dateDiff('minutes', pickup_datetime, dropoff_datetime) AS trip_duration_min -FROM trips WHERE tip_amount > 200 AND trip_duration_min > 0 -``` +SELECT + tip_amount, + trip_id, + dateDiff('minutes', pickup_datetime, dropoff_datetime) AS trip_duration_min +FROM nyc_taxi.trips WHERE tip_amount > 200 AND trip_duration_min > 0 -```sql ┌─tip_amount─┬────trip_id─┬─trip_duration_min─┐ -1. │ 233.25 │ 1211709305 │ 18 │ -2. │ 222.88 │ 1203166979 │ 41 │ -3. │ 215 │ 1211976534 │ 16 │ + │ 233.25 │ 1211709305 │ 18 │ + │ 222.88 │ 1203166979 │ 41 │ + │ 215 │ 1211976534 │ 16 │ └────────────┴────────────┴───────────────────┘ - -3 rows in set. Elapsed: 0.009 sec. ---highlight-next-line -Processed 3.00 million rows, -12.12 MB (328.04 million rows/s., 1.33 GB/s.) -Peak memory usage: 161.34 KiB. ``` Notice that because we are filtering on `tip_amount` which is not in the primary -key ClickHouse had to do a full table scan of all 3 million rows. Although the -query took only 0.009 seconds to return the result, we are using only 10% of data -in the dataset. It's therefore plausible that running this query on the full -dataset could take as long as 9 seconds. Let's improve this. +key ClickHouse had to do a full table scan which takes around 2.3 seconds to +return the result. Let's speed this up. To add a projection we use the `ALTER TABLE` statement together with the `ADD PROJECTION` statement: ```sql -ALTER TABLE trips +ALTER TABLE nyc_taxi.trips ADD PROJECTION prj_tip_amount ( SELECT * @@ -148,7 +92,7 @@ ADD PROJECTION prj_tip_amount ``` It is necessary after adding a projection to use the `MATERIALIZE PROJECTION` -statement so that the data in it is physically recalculated and ordered according +statement so that the data in it is physically ordered and rewritten according to the specified query above: ```sql @@ -162,24 +106,18 @@ SELECT tip_amount, trip_id, dateDiff('minutes', pickup_datetime, dropoff_datetime) AS trip_duration_min -FROM trips WHERE tip_amount > 200 AND trip_duration_min > 0 +FROM nyc_taxi.trips_with_projections WHERE tip_amount > 200 AND trip_duration_min > 0 ``` ```sql ┌─tip_amount─┬────trip_id─┬─trip_duration_min─┐ -1. │ 215 │ 1211976534 │ 16 │ -2. │ 222.88 │ 1203166979 │ 41 │ -3. │ 233.25 │ 1211709305 │ 18 │ + │ 215 │ 1211976534 │ 16 │ + │ 222.88 │ 1203166979 │ 41 │ + │ 233.25 │ 1211709305 │ 18 │ └────────────┴────────────┴───────────────────┘ - -3 rows in set. Elapsed: 0.005 sec. ---highlight-next-line -Processed 10.97 thousand rows, -175.55 KB (2.20 million rows/s., 35.13 MB/s.) -Peak memory usage: 58.08 KiB. ``` -Notice how we were able to decrease the query time from 0.009 seconds to 0.005 +Notice how we were able to decrease the query time from 2.3 seconds to _ seconds and we scanned only 10.97 thousand rows instead of 3 million. We can confirm that our query above did indeed use the projection we made by @@ -193,7 +131,7 @@ WHERE query_id='' ```response ┌─query─────────────────────────────────────────────────────────────────────────┬─projections──────────────────────┐ -1. │ SELECT ↴│ ['default.trips.prj_tip_amount'] │ + │ SELECT ↴│ ['default.trips.prj_tip_amount'] │ │↳ tip_amount, ↴│ │ │↳ trip_id, ↴│ │ │↳ dateDiff('minutes', pickup_datetime, dropoff_datetime) AS trip_duration_min↴│ │ @@ -203,81 +141,16 @@ WHERE query_id='' ### Using projections to speed up UK price paid queries {#using-projections-to-speed-up-UK-price-paid} -To demonstrate how Projections can be used to speed up query performance, let's +To demonstrate how projections can be used to speed up query performance, let's take a look at an example using a real life dataset. For this example we'll be using the table from our [UK Property Price Paid](https://clickhouse.com/docs/getting-started/example-datasets/uk-price-paid) tutorial with 30.03 million rows. This dataset is also available within our [sql.clickhouse.com](https://sql.clickhouse.com/?query_id=6IDMHK3OMR1C97J6M9EUQS) environment. -If you've not done so already, run the queries below to create the table and -insert the data. - -

-Create and insert data -```sql title="Create Table" -CREATE TABLE uk_price_paid -( - price UInt32, - date Date, - postcode1 LowCardinality(String), - postcode2 LowCardinality(String), - type Enum8('terraced' = 1, 'semi-detached' = 2, 'detached' = 3, 'flat' = 4, 'other' = 0), - is_new UInt8, - duration Enum8('freehold' = 1, 'leasehold' = 2, 'unknown' = 0), - addr1 String, - addr2 String, - street LowCardinality(String), - locality LowCardinality(String), - town LowCardinality(String), - district LowCardinality(String), - county LowCardinality(String) -) -ENGINE = MergeTree -ORDER BY (postcode1, postcode2, addr1, addr2); -``` - -```sql title="Preprocess and insert the data" -INSERT INTO uk_price_paid -WITH - splitByChar(' ', postcode) AS p -SELECT - toUInt32(price_string) AS price, - parseDateTimeBestEffortUS(time) AS date, - p[1] AS postcode1, - p[2] AS postcode2, - transform(a, ['T', 'S', 'D', 'F', 'O'], ['terraced', 'semi-detached', 'detached', 'flat', 'other']) AS type, - b = 'Y' AS is_new, - transform(c, ['F', 'L', 'U'], ['freehold', 'leasehold', 'unknown']) AS duration, - addr1, - addr2, - street, - locality, - town, - district, - county -FROM url( - 'http://prod.publicdata.landregistry.gov.uk.s3-website-eu-west-1.amazonaws.com/pp-complete.csv', - 'CSV', - 'uuid_string String, - price_string String, - time String, - postcode String, - a String, - b String, - c String, - addr1 String, - addr2 String, - street String, - locality String, - town String, - district String, - county String, - d String, - e String' -) SETTINGS max_http_get_redirects=10; -``` -
+If you would like to see how the table was created and data inserted, you can +refer to ["The UK property prices dataset"](/getting-started/example-datasets/uk-price-paid) +page. We can run a simple query on this dataset that lists the counties in London which have the highest prices paid: @@ -286,7 +159,7 @@ have the highest prices paid: SELECT county, price -FROM uk_price_paid +FROM uk_price_paid_with_projections WHERE town = 'LONDON' ORDER BY price DESC LIMIT 3 @@ -308,7 +181,7 @@ the fact that `town` was not one of the keys in our ORDER BY statement when we created the table: ```sql -CREATE TABLE uk_price_paid +CREATE TABLE uk_price_paid_with_projections ( ... ) @@ -320,14 +193,7 @@ ORDER BY (postcode1, postcode2, addr1, addr2); For the original example table `uk_price_paid`, we will create (and populate) two projections. -Let's see if we can speed this query up using Projections. To keep things tidy -and simple in our playground, we first duplicate the table `uk_price_paid` as -`uk_price_paid_with_projections`: - -```sql -CREATE TABLE uk_price_paid_with_projections AS uk_price_paid; -INSERT INTO uk_price_paid_with_projections SELECT * FROM uk_price_paid; -``` +Let's see if we can speed this query up using Projections. We create and populate projection `prj_oby_town_price` which produces an additional (hidden) table with a primary index, ordering by town and price, to @@ -353,7 +219,7 @@ SETTINGS mutations_sync = 1 The [`mutations_sync`](/operations/settings/settings#mutations_sync) setting is used to force synchronous execution. -We create and populate projection prj_gby_county – an additional (hidden) table +We create and populate projection `prj_gby_county` – an additional (hidden) table that incrementally pre-computes the avg(price) aggregate values for all existing 130 UK counties: @@ -400,9 +266,9 @@ LIMIT 3 ``` ```sql ┌─county─────────┬─────price─┐ -1. │ GREATER LONDON │ 594300000 │ -2. │ GREATER LONDON │ 569200000 │ -3. │ GREATER LONDON │ 542540820 │ + │ GREATER LONDON │ 594300000 │ + │ GREATER LONDON │ 569200000 │ + │ GREATER LONDON │ 542540820 │ └────────────────┴───────────┘ 3 rows in set. Elapsed: 0.012 sec. Processed 2.29 million rows, 16.06 MB (186.83 million rows/s., 1.31 GB/s.) @@ -423,12 +289,11 @@ LIMIT 3 ``` ```response -Query id: 7efd131f-5091-4124-89b2-2505d31ca465 ┌─county─────────────────┬────────avg(price)─┐ -1. │ GREATER LONDON │ 427152.7303796859 │ -2. │ WINDSOR AND MAIDENHEAD │ 423806.3374685812 │ -3. │ WEST NORTHAMPTONSHIRE │ 414738.3185798591 │ + │ GREATER LONDON │ 427152.7303796859 │ + │ WINDSOR AND MAIDENHEAD │ 423806.3374685812 │ + │ WEST NORTHAMPTONSHIRE │ 414738.3185798591 │ └────────────────────────┴───────────────────┘ 3 rows in set. Elapsed: 0.004 sec. From 5770ef839e3fcabdc811fac24e1c0f3e9891691f Mon Sep 17 00:00:00 2001 From: Shaun Struwig <41984034+Blargian@users.noreply.github.com> Date: Wed, 9 Apr 2025 18:11:58 +0200 Subject: [PATCH 08/14] update doc with runnable code blocks --- docs/data-modeling/projections.md | 111 ++++++++++-------------------- 1 file changed, 37 insertions(+), 74 deletions(-) diff --git a/docs/data-modeling/projections.md b/docs/data-modeling/projections.md index 3cc099a292d..b31aba3cf24 100644 --- a/docs/data-modeling/projections.md +++ b/docs/data-modeling/projections.md @@ -56,34 +56,27 @@ on columns which are not in the primary key of a table. For this example, we'll be using the New York Taxi Data dataset available at [sql.clickhouse.com](sql.clickhouse.com) which is ordered -by `pickup_datetime` and `dropoff_datetime`: +by `pickup_datetime`. Let's write a simple query to find all the trip IDs for which passengers tipped their driver greater than $200: -```sql +```sql runnable SELECT tip_amount, trip_id, dateDiff('minutes', pickup_datetime, dropoff_datetime) AS trip_duration_min FROM nyc_taxi.trips WHERE tip_amount > 200 AND trip_duration_min > 0 - - ┌─tip_amount─┬────trip_id─┬─trip_duration_min─┐ - │ 233.25 │ 1211709305 │ 18 │ - │ 222.88 │ 1203166979 │ 41 │ - │ 215 │ 1211976534 │ 16 │ - └────────────┴────────────┴───────────────────┘ ``` -Notice that because we are filtering on `tip_amount` which is not in the primary -key ClickHouse had to do a full table scan which takes around 2.3 seconds to -return the result. Let's speed this up. +Notice that because we are filtering on `tip_amount` which is not in the `ORDER BY`, ClickHouse +had to do a full table scan. Let's speed this query up. To add a projection we use the `ALTER TABLE` statement together with the `ADD PROJECTION` statement: ```sql -ALTER TABLE nyc_taxi.trips +ALTER TABLE nyc_taxi.trips_with_projection ADD PROJECTION prj_tip_amount ( SELECT * @@ -96,29 +89,21 @@ statement so that the data in it is physically ordered and rewritten according to the specified query above: ```sql -ALTER TABLE trips MATERIALIZE PROJECTION prj_tip_amount +ALTER TABLE nyc.trips_with_projection MATERIALIZE PROJECTION prj_tip_amount ``` Let's run the query again now that we've added the projection: -```sql +```sql runnable SELECT tip_amount, trip_id, dateDiff('minutes', pickup_datetime, dropoff_datetime) AS trip_duration_min -FROM nyc_taxi.trips_with_projections WHERE tip_amount > 200 AND trip_duration_min > 0 +FROM nyc_taxi.trips_with_projection WHERE tip_amount > 200 AND trip_duration_min > 0 ``` -```sql - ┌─tip_amount─┬────trip_id─┬─trip_duration_min─┐ - │ 215 │ 1211976534 │ 16 │ - │ 222.88 │ 1203166979 │ 41 │ - │ 233.25 │ 1211709305 │ 18 │ - └────────────┴────────────┴───────────────────┘ -``` - -Notice how we were able to decrease the query time from 2.3 seconds to _ -seconds and we scanned only 10.97 thousand rows instead of 3 million. +Notice how we were able to decrease the query time substantially, and needed to scan +less rows. We can confirm that our query above did indeed use the projection we made by querying the `system.query_log` table: @@ -152,36 +137,35 @@ If you would like to see how the table was created and data inserted, you can refer to ["The UK property prices dataset"](/getting-started/example-datasets/uk-price-paid) page. -We can run a simple query on this dataset that lists the counties in London which -have the highest prices paid: +We can run two simple queries on this dataset. The first lists the counties in London which +have the highest prices paid, and the second calculates the average price for the counties: -```sql +```sql runnable SELECT county, price -FROM uk_price_paid_with_projections +FROM uk.uk_price_paid WHERE town = 'LONDON' ORDER BY price DESC LIMIT 3 ``` -```response - ┌─county─────────┬─────price─┐ -1. │ GREATER LONDON │ 594300000 │ -2. │ GREATER LONDON │ 569200000 │ -3. │ GREATER LONDON │ 542540820 │ - └────────────────┴───────────┘ -// highlight-next-line -3 rows in set. Elapsed: 0.028 sec. Processed 30.03 million rows, 72.71 MB (1.06 billion rows/s., 2.57 GB/s.) -Peak memory usage: 719.45 KiB. +```sql runnable +SELECT + county, + avg(price) +FROM uk.uk_price_paid +GROUP BY county +ORDER BY avg(price) DESC +LIMIT 3 ``` -Notice above how a full table scan of all 30.03 million rows occurred, due to -the fact that `town` was not one of the keys in our ORDER BY statement when we +Notice above how a full table scan of all 30.03 million rows occurred for both queries, due +to the fact that neither `town` nor `price` were in our `ORDER BY` statement when we created the table: ```sql -CREATE TABLE uk_price_paid_with_projections +CREATE TABLE uk.uk_price_paid ( ... ) @@ -201,7 +185,7 @@ optimize the query that lists the counties in a specific town for the highest paid prices: ```sql -ALTER TABLE uk_price_paid_with_projections +ALTER TABLE uk.uk_price_paid_with_projections (ADD PROJECTION prj_obj_town_price ( SELECT * @@ -210,8 +194,9 @@ ALTER TABLE uk_price_paid_with_projections price )) ``` + ```sql -ALTER TABLE uk_price_paid_with_projections +ALTER TABLE uk.uk_price_paid_with_projections (MATERIALIZE PROJECTION prj_obj_town_price) SETTINGS mutations_sync = 1 ``` @@ -224,7 +209,7 @@ that incrementally pre-computes the avg(price) aggregate values for all existing 130 UK counties: ```sql -ALTER TABLE uk_price_paid_with_projections +ALTER TABLE uk.uk_price_paid_with_projections (ADD PROJECTION prj_gby_county ( SELECT @@ -234,7 +219,7 @@ ALTER TABLE uk_price_paid_with_projections )) ``` ```sql -ALTER TABLE uk_price_paid_with_projections +ALTER TABLE uk.uk_price_paid_with_projections (MATERIALIZE PROJECTION prj_gby_county) SETTINGS mutations_sync = 1 ``` @@ -252,28 +237,17 @@ and its two projections: Visualization of the main table uk_price_paid_with_projections and its two projections If we now run the query that lists the counties in London for the three highest -paid prices again, we see a dramatic difference in performance, from 0.028 sec -down to 0.012 sec: +paid prices again, we see a dramatic difference in query performance: ```sql title="Query (with projections)" SELECT county, price -FROM uk_price_paid_with_projections +FROM uk.uk_price_paid_with_projections WHERE town = 'LONDON' ORDER BY price DESC LIMIT 3 ``` -```sql - ┌─county─────────┬─────price─┐ - │ GREATER LONDON │ 594300000 │ - │ GREATER LONDON │ 569200000 │ - │ GREATER LONDON │ 542540820 │ - └────────────────┴───────────┘ - -3 rows in set. Elapsed: 0.012 sec. Processed 2.29 million rows, 16.06 MB (186.83 million rows/s., 1.31 GB/s.) -Peak memory usage: 193.73 KiB. -``` Likewise, for the query that lists the U.K. counties with the three highest average-paid prices: @@ -282,23 +256,12 @@ average-paid prices: SELECT county, avg(price) -FROM uk_price_paid_with_projections +FROM uk.uk_price_paid_with_projections GROUP BY county ORDER BY avg(price) DESC LIMIT 3 ``` -```response - - ┌─county─────────────────┬────────avg(price)─┐ - │ GREATER LONDON │ 427152.7303796859 │ - │ WINDSOR AND MAIDENHEAD │ 423806.3374685812 │ - │ WEST NORTHAMPTONSHIRE │ 414738.3185798591 │ - └────────────────────────┴───────────────────┘ - -3 rows in set. Elapsed: 0.004 sec. -``` - Note that both queries target the original table, and that both queries resulted in a full table scan (all 30.03 million rows got streamed from disk) before we created the two projections. @@ -331,7 +294,7 @@ FORMAT Vertical ```response Row 1: ────── -tables: ['default.uk_price_paid_with_projections'] +tables: ['uk.uk_price_paid_with_projections'] query: SELECT county, avg(price) @@ -341,11 +304,11 @@ ORDER BY avg(price) DESC LIMIT 3 query_duration: 5 ms read_rows: 132.00 -projections: ['default.uk_price_paid_with_projections.prj_gby_county'] +projections: ['uk.uk_price_paid_with_projections.prj_gby_county'] Row 2: ────── -tables: ['default.uk_price_paid_with_projections'] +tables: ['uk.uk_price_paid_with_projections'] query: SELECT county, price @@ -356,7 +319,7 @@ LIMIT 3 SETTINGS log_queries=1 query_duration: 11 ms read_rows: 2.29 million -projections: ['default.uk_price_paid_with_projections.prj_obj_town_price'] +projections: ['uk.uk_price_paid_with_projections.prj_obj_town_price'] 2 rows in set. Elapsed: 0.006 sec. ``` From 99741feaa6bae0379717bf0ba05a1a6c7272e6a5 Mon Sep 17 00:00:00 2001 From: Shaun Struwig <41984034+Blargian@users.noreply.github.com> Date: Wed, 9 Apr 2025 18:30:48 +0200 Subject: [PATCH 09/14] Add projections to landing pages --- docs/data-modeling/index.md | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/data-modeling/index.md b/docs/data-modeling/index.md index 647b7e194a9..43ed151580c 100644 --- a/docs/data-modeling/index.md +++ b/docs/data-modeling/index.md @@ -14,5 +14,6 @@ This section is about data modeling in ClickHouse and contains the following top | [Schema Design](/data-modeling/schema-design) | Discusses ClickHouse schema design for optimal performance, considering factors like queries, data updates, latency, and volume. | | [Dictionary](/dictionary) | An explainer on how to define and use dictionaries to improve query performance and enrich data. | | [Materialized Views](/materialized-views) | Information on Materialized Views and Refreshable Materialized Views in ClickHouse. | +| [Projections](/data-modeling/projections)| Information on Projections in ClickHouse.| | [Data Compression](/data-compression/compression-in-clickhouse) | Discusses various compression modes in ClickHouse and how to optimize data storage and query performance by choosing the right compression method for your specific data types and workloads. | | [Denormalizing Data](/data-modeling/denormalization) | Discusses the denormalization approach used in ClickHouse which aims to improve query performance by storing related data in a single table. | From 06e3ea3b9df97d6593d5f6d951d9f4f98ada0724 Mon Sep 17 00:00:00 2001 From: Shaun Struwig <41984034+Blargian@users.noreply.github.com> Date: Wed, 9 Apr 2025 18:35:33 +0200 Subject: [PATCH 10/14] small fixes --- docs/data-modeling/projections.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/data-modeling/projections.md b/docs/data-modeling/projections.md index b31aba3cf24..a0758c1212d 100644 --- a/docs/data-modeling/projections.md +++ b/docs/data-modeling/projections.md @@ -177,7 +177,7 @@ ORDER BY (postcode1, postcode2, addr1, addr2); For the original example table `uk_price_paid`, we will create (and populate) two projections. -Let's see if we can speed this query up using Projections. +Let's see if we can speed this query up using projections. We create and populate projection `prj_oby_town_price` which produces an additional (hidden) table with a primary index, ordering by town and price, to @@ -239,7 +239,7 @@ and its two projections: If we now run the query that lists the counties in London for the three highest paid prices again, we see a dramatic difference in query performance: -```sql title="Query (with projections)" +```sql runnable SELECT county, price @@ -252,7 +252,7 @@ LIMIT 3 Likewise, for the query that lists the U.K. counties with the three highest average-paid prices: -```sql +```sql runnable SELECT county, avg(price) From 9771894a73a4e44e3b45e2a673746a871bd80061 Mon Sep 17 00:00:00 2001 From: Dale McDiarmid Date: Thu, 10 Apr 2025 16:18:17 +0100 Subject: [PATCH 11/14] Tweaks --- docs/data-modeling/projections.md | 24 ++++++++++++++++++------ 1 file changed, 18 insertions(+), 6 deletions(-) diff --git a/docs/data-modeling/projections.md b/docs/data-modeling/projections.md index a0758c1212d..2a1865970c1 100644 --- a/docs/data-modeling/projections.md +++ b/docs/data-modeling/projections.md @@ -16,8 +16,9 @@ import Image from '@theme/IdealImage'; ClickHouse offers various mechanisms of speeding up analytical queries on large amounts of data for real-time scenarios. One such mechanism to speed up your -queries is through the use of so-called _Projections_. Projections help optimize +queries is through the use of _Projections_. Projections help optimize queries by creating a reordering of data by attributes of interest. This can be: + 1. A complete reordering 2. A subset of the original table with a different order 3. A precomputed aggregation (similar to a Materialized View) but with an ordering @@ -29,8 +30,8 @@ Practically, a Projection can be thought of as an additional, hidden table to th original table. The projection can have a different row order, and therefore a different primary index, to that of the original table and it can automatically and incrementally pre-compute aggregate values. As a result, using Projections -helps to tune the first two "tuning knobs" that you have control over -for speeding up query execution: +provide two "tuning knobs" for speeding up query execution: + - **Properly using primary indexes** - **Pre-computing aggregates** @@ -72,6 +73,13 @@ FROM nyc_taxi.trips WHERE tip_amount > 200 AND trip_duration_min > 0 Notice that because we are filtering on `tip_amount` which is not in the `ORDER BY`, ClickHouse had to do a full table scan. Let's speed this query up. +So as to preserve the original table and results, we'll create a new table and copy the data using an `INSERT INTO SELECT`: + +```sql +CREATE TABLE nyc_taxi.trips_with_projection AS nyc_taxi.trips; +INSERT INTO nyc_taxi.trips_with_projection SELECT * FROM nyc_taxi.trips; +``` + To add a projection we use the `ALTER TABLE` statement together with the `ADD PROJECTION` statement: @@ -174,11 +182,15 @@ ENGINE = MergeTree ORDER BY (postcode1, postcode2, addr1, addr2); ``` -For the original example table `uk_price_paid`, we will create (and populate) two -projections. - Let's see if we can speed this query up using projections. +To preserve the original table and results, we'll create a new table and copy the data using an `INSERT INTO SELECT`: + +```sql +CREATE TABLE uk.uk_price_paid_with_projections AS uk_price_paid; +INSERT INTO uk.uk_price_paid_with_projections SELECT * FROM uk.uk_price_paid; +``` + We create and populate projection `prj_oby_town_price` which produces an additional (hidden) table with a primary index, ordering by town and price, to optimize the query that lists the counties in a specific town for the highest From 1936c01ec5e5dc55935e712d57532e6d48ac945f Mon Sep 17 00:00:00 2001 From: Dale McDiarmid Date: Thu, 10 Apr 2025 16:25:59 +0100 Subject: [PATCH 12/14] Update projections.md --- docs/data-modeling/projections.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/data-modeling/projections.md b/docs/data-modeling/projections.md index 2a1865970c1..fe2c6a06390 100644 --- a/docs/data-modeling/projections.md +++ b/docs/data-modeling/projections.md @@ -68,6 +68,7 @@ SELECT trip_id, dateDiff('minutes', pickup_datetime, dropoff_datetime) AS trip_duration_min FROM nyc_taxi.trips WHERE tip_amount > 200 AND trip_duration_min > 0 +ORDER BY tip_amount, trip_id ASC ``` Notice that because we are filtering on `tip_amount` which is not in the `ORDER BY`, ClickHouse @@ -108,6 +109,7 @@ SELECT trip_id, dateDiff('minutes', pickup_datetime, dropoff_datetime) AS trip_duration_min FROM nyc_taxi.trips_with_projection WHERE tip_amount > 200 AND trip_duration_min > 0 +ORDER BY tip_amount, trip_id ASC ``` Notice how we were able to decrease the query time substantially, and needed to scan From 3f07c5c1e3b4a58b6f422a3265558668457470c8 Mon Sep 17 00:00:00 2001 From: Dale McDiarmid Date: Thu, 10 Apr 2025 16:27:36 +0100 Subject: [PATCH 13/14] Update projections.md --- docs/data-modeling/projections.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/data-modeling/projections.md b/docs/data-modeling/projections.md index fe2c6a06390..f318ce38215 100644 --- a/docs/data-modeling/projections.md +++ b/docs/data-modeling/projections.md @@ -170,7 +170,7 @@ ORDER BY avg(price) DESC LIMIT 3 ``` -Notice above how a full table scan of all 30.03 million rows occurred for both queries, due +Notice that despite being very fast how a full table scan of all 30.03 million rows occurred for both queries, due to the fact that neither `town` nor `price` were in our `ORDER BY` statement when we created the table: From 07f69bf2cda9b062ae8c67f1320c0c012d5c2ac1 Mon Sep 17 00:00:00 2001 From: Dale McDiarmid Date: Thu, 10 Apr 2025 16:28:34 +0100 Subject: [PATCH 14/14] Update projections.md --- docs/data-modeling/projections.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/data-modeling/projections.md b/docs/data-modeling/projections.md index f318ce38215..364fada1b78 100644 --- a/docs/data-modeling/projections.md +++ b/docs/data-modeling/projections.md @@ -251,7 +251,7 @@ and its two projections: Visualization of the main table uk_price_paid_with_projections and its two projections If we now run the query that lists the counties in London for the three highest -paid prices again, we see a dramatic difference in query performance: +paid prices again, we see an improvement in query performance: ```sql runnable SELECT