diff --git a/.github/dependabot.yml b/.github/dependabot.yml new file mode 100644 index 000000000..1e63f2a92 --- /dev/null +++ b/.github/dependabot.yml @@ -0,0 +1,16 @@ +# To get started with Dependabot version updates, you'll need to specify which +# package ecosystems to update and where the package manifests are located. +# Please see the documentation for all configuration options: +# https://docs.github.com/github/administering-a-repository/configuration-options-for-dependency-updates + +version: 2 +updates: + - package-ecosystem: "npm" # See documentation for possible values + directory: "/" # Location of package manifests + schedule: + interval: "weekly" + groups: + prod-dependencies: + dependency-type: "production" + dev-dependencies: + dependency-type: "development" diff --git a/.github/workflows/docs-branch-checks.yml b/.github/workflows/docs-branch-checks.yml new file mode 100644 index 000000000..a85cf73b8 --- /dev/null +++ b/.github/workflows/docs-branch-checks.yml @@ -0,0 +1,53 @@ +# This is an example of the docs-pr.yml workflow available from the recrwplay org +name: "Verify Branch" + +on: + # push: + # branches: + # - dev + # schedule: + # - cron: '00 16 * * *' + workflow_dispatch: + inputs: + html: + description: 'Generate HTML' + type: boolean + required: false + default: true + links: + description: 'Check links' + type: boolean + required: false + default: true + lint: + description: 'Lint docs' + type: boolean + required: false + default: true + +jobs: + + docs-build: + if: ${{ inputs.html }} + name: Generate HTML + uses: neo4j/docs-tools/.github/workflows/reusable-docs-build.yml@v1.0.3 + with: + retain-artifacts: 14 + deploy-id: 0 + + docs-verify: + name: Verify HTML + needs: docs-build + uses: neo4j/docs-tools/.github/workflows/reusable-docs-verify.yml@v1.0.3 + + docs-links: + if: ${{ inputs.links }} + name: Check links + needs: docs-build + uses: neo4j/docs-tools/.github/workflows/reusable-docs-links.yml@v1.0.3 + + docs-lint: + if: ${{ inputs.lint }} + name: Lint docs + uses: neo4j/docs-tools/.github/workflows/reusable-docs-lint.yml@v1.0.3 + diff --git a/README.adoc b/README.adoc index ed671a939..9d69ce08c 100644 --- a/README.adoc +++ b/README.adoc @@ -15,6 +15,7 @@ To install the required packages: npm i ---- + === Generating HTML output To convert asciidoc source to HTML: @@ -23,6 +24,7 @@ To convert asciidoc source to HTML: npm run build ---- + === Viewing HTML output To view the built site, launch a local server: @@ -30,6 +32,7 @@ To view the built site, launch a local server: . `npm start` . In a browser tab, go to `localhost:8000` + === Live preview When you run `npm start`, the project is monitored for updates to asciidoc files. @@ -37,14 +40,6 @@ When you run `npm start`, the project is monitored for updates to asciidoc files If a change to an asciidoc file is detected, the site is automatically rebuilt. -=== Errors - -Check for xref errors and other warnings. - ----- -./node_modules/@antora/cli/bin/antora preview.yml 2>&1 | tee build.log ----- - == Raising PRs === Branch management @@ -59,6 +54,7 @@ The docs-cypher repo (and all CoreDB docs repos) will contain the following bran Within Github we’ll update the branch descriptions with what the current and next versions are. * Work on older branches (`3.5`, `4.0`, `4.1`, `4.2`, `4.3`) should be seen as “only when absolutely necessary”. + === Raising PRs, and the publishing process Here is the workflow for creating PRs in the repo, and our publication process: diff --git a/antora.yml b/antora.yml index 29bdd8f77..a4efd5ed1 100644 --- a/antora.yml +++ b/antora.yml @@ -7,5 +7,5 @@ nav: asciidoc: attributes: neo4j-version: '5' - neo4j-version-minor: '5.16' - neo4j-version-exact: '5.16.0' + neo4j-version-minor: '5.17' + neo4j-version-exact: '5.17.0' diff --git a/modules/ROOT/pages/clauses/where.adoc b/modules/ROOT/pages/clauses/where.adoc index f30cd589b..90334ffab 100644 --- a/modules/ROOT/pages/clauses/where.adoc +++ b/modules/ROOT/pages/clauses/where.adoc @@ -338,6 +338,35 @@ The `name` and `age` for `Peter` are are returned because his name contains "ete |=== +[[match-string-is-normalized]] +=== Checking if a `STRING` `IS NORMALIZED` + +The `IS NORMALIZED` operator (introduced in Neo4j 5.17) is used to check whether the given `STRING` is in the `NFC` Unicode normalization form: + +.Query +[source, cypher] +---- +MATCH (n:Person) +WHERE n.name IS NORMALIZED +RETURN n.name AS normalizedNames +---- + +The given `STRING` values contain only normalized Unicode characters, therefore all the matched `name` properties are returned. +For more information, see the section about the xref:syntax/operators.adoc#match-string-is-normalized[normalization operator]. + +.Result +[role="queryresult",options="header,footer",cols="1* } IN TRANSACTIONS [ OF ROWS ] [ ON ERROR CONTINUE / BREAK / FAIL ] @@ -888,7 +1004,7 @@ New fine-grained control mechanism to control how an inner transaction impacts s * `ON ERROR BREAK` - will ignore an error and stop the execution of subsequent inner transactions. -* `ON ERROR FAIL` - will fail in case of an error. +* `ON ERROR FAIL` - will fail in case of an error. * `REPORT STATUS AS ` - reports the execution status of the inner transaction (a map value including the fields `started` `committed`, `transactionId`, and `errorMessage`). This flag is disallowed for `ON ERROR FAIL`. @@ -1014,13 +1130,13 @@ RETURN 'val' as one, 'val' as two | Feature | Details -a| +a| label:functionality[] label:new[] New operator: `IntersectionNodeByLabelsScan` -a| +a| The `IntersectionNodeByLabelsScan` operator fetches all nodes that have all of the provided labels from the node label index. More information can be found xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-intersection-node-by-labels-scan[here]. @@ -1045,7 +1161,7 @@ label:updated[] SHOW DATABASES ---- a| -Changes to the visibility of databases hosted on offline servers. +Changes to the visibility of databases hosted on offline servers. For such databases: @@ -1092,20 +1208,20 @@ The property uniqueness constraint type filter now allow both `UNIQUE` and `UNIQ |=== -=== New features +=== New features [cols="2", options="header"] |=== | Feature | Details -a| +a| label:functionality[] label:new[] New operator: `NodeByElementIdSeek` -a| +a| The `NodeByElementIdSeek` operator reads one or more nodes by ID from the node store, specified via the function xref::functions/scalar.adoc#functions-elementid[elementId()]. More information can be found xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-node-by-elementid-seek[here]. diff --git a/modules/ROOT/pages/functions/index.adoc b/modules/ROOT/pages/functions/index.adoc index 7dbd7843b..bfee98569 100644 --- a/modules/ROOT/pages/functions/index.adoc +++ b/modules/ROOT/pages/functions/index.adoc @@ -19,7 +19,7 @@ This section contains information on all functions in the Cypher query language. * LOAD CSV functions [xref::functions/index.adoc#header-query-functions-load-csv[Summary]|xref::functions/load-csv.adoc[Detail]] * Graph functions [xref::functions/index.adoc#header-query-functions-graph[Summary]|xref::functions/graph.adoc[Detail]] * Database functions [xref::functions/index.adoc#header-query-functions-database[Summary]|xref::functions/database.adoc[Detail]] label:new[Introduced in 5.12] -* GenAI function [xref::functions/index.adoc#header-query-functions-genai[Summary]|xref::genai-integrations.adoc#single-embedding[Detail]] label:new[Introduced in 5.16] label:aura-only[Avaliable only on Aura] +* GenAI function [xref::functions/index.adoc#header-query-functions-genai[Summary]|xref::genai-integrations.adoc#single-embedding[Detail]] label:new[Available in Aura] label:new[Introduced in 5.17] * User-defined functions [xref::functions/index.adoc#header-query-functions-user-defined[Summary]|xref::functions/user-defined.adoc[Detail]] Related information may be found in xref::syntax/operators.adoc[Operators]. @@ -201,7 +201,7 @@ Replaced by xref:functions/scalar.adoc#functions-elementid[`elementId()`]. | Returns a `STRING` representation of the `RELATIONSHIP` type. 1.1+| xref::functions/scalar.adoc#functions-valueType[`valueType()`] -| `valueType(input :: ANY?) :: (STRING?)` +| `valueType(input :: ANY) :: STRING` | Returns a `STRING` representation of the most precise value type that the given expression evaluates to. |=== @@ -506,6 +506,12 @@ These functions are used to manipulate `STRING` values or to create a `STRING` r | `ltrim(input :: STRING) :: STRING` | Returns the given `STRING` with leading whitespace removed. +1.2+| xref::functions/string.adoc#functions-normalize[`normalize()`] +| `normalize(input :: STRING) :: STRING` +| Returns the given `STRING` normalized according to the normalization form `NFC`. label:new[Introduced in 5.17] +| `normalize(input :: STRING, normalForm = NFC :: [NFC, NFD, NFKC, NFKD]) :: STRING` +| Returns the given `STRING` normalized according to the specified normalization form. label:new[Introduced in 5.17] + 1.1+| xref::functions/string.adoc#functions-replace[`replace()`] | `replace(original :: STRING, search :: STRING, replace :: STRING) :: STRING` | Returns a `STRING` in which all occurrences of a specified search `STRING` in the given `STRING` have been replaced by another (specified) replacement `STRING`. @@ -774,7 +780,7 @@ Graph functions provide information about the constituent graphs in composite da |=== | Function | Signature | Description 1.1+| xref:functions/graph.adoc#functions-graph-by-elementid[`graph.byElementId()`] | `USE graph.byElementId(elementId :: STRING)` | Resolves the constituent graph to which a given element id belongs. -label:new[Introduced in Neo4j 5.13] +label:new[Introduced in 5.13] 1.1+| xref:functions/graph.adoc#functions-graph-byname[`graph.byName()`] | `USE graph.byName(name :: STRING)` | Resolves a constituent graph by name. 1.1+| xref:functions/graph.adoc#functions-graph-names[`graph.names()`] | `graph.names() :: LIST` | Returns a list containing the names of all graphs in the current composite database. 1.1+| xref:functions/graph.adoc#functions-graph-names[`graph.propertiesByName()`] | `graph.propertiesByName(name :: STRING) :: MAP` | Returns a map containing the properties associated with the given graph. @@ -793,7 +799,7 @@ label:new[Introduced in 5.12] |=== [[header-query-functions-genai]] -**xref::genai-integrations.adoc#single-embedding[GenAI function]** label:new[Introduced in 5.16] label:aura-only[Available only on Aura] +**xref::genai-integrations.adoc#single-embedding[GenAI function]** label:new[Introduced in 5.17] This function is used to generate a vector embedding for a single value. @@ -801,7 +807,6 @@ This function is used to generate a vector embedding for a single value. |=== | Function | Signature | Description 1.1+| xref:genai-integrations.adoc#single-embedding[`genai.vector.encode()`] | `genai.vector.encode(resource :: STRING, provider :: STRING, configuration :: MAP = {}) :: LIST` | Encode a given resource as a vector using the named provider. -label:new[Introduced in 5.16] label:aura-only[Available only on Aura] |=== [[header-query-functions-user-defined]] diff --git a/modules/ROOT/pages/functions/mathematical-numeric.adoc b/modules/ROOT/pages/functions/mathematical-numeric.adoc index 8527af8e1..2685a830b 100644 --- a/modules/ROOT/pages/functions/mathematical-numeric.adoc +++ b/modules/ROOT/pages/functions/mathematical-numeric.adoc @@ -397,7 +397,7 @@ RETURN round(3.141592) RETURN round(-1.5) ---- -Ties are rounded towards positive infinity, therfore `-1.0` is returned. +Ties are rounded towards positive infinity, therefore `-1.0` is returned. .Result [role="queryresult",options="header,footer",cols="1*/products_ directory of the Neo4j installation. +For more information on how to install and configure the plugin, see link:{neo4j-docs-base-uri}/operations-manual/{page-version}/configuration/plugins/[Operations Manual -> Configure plugins]. +The plugin is enabled by default in Neo4j Aura. + [[vector-embeddings]] == Vector embeddings diff --git a/modules/ROOT/pages/indexes/search-performance-indexes/managing-indexes.adoc b/modules/ROOT/pages/indexes/search-performance-indexes/managing-indexes.adoc index 189cd8b64..3ed0b7f54 100644 --- a/modules/ROOT/pages/indexes/search-performance-indexes/managing-indexes.adoc +++ b/modules/ROOT/pages/indexes/search-performance-indexes/managing-indexes.adoc @@ -29,6 +29,7 @@ The `CREATE INDEX` command is optionally idempotent. This mean that its default behavior is to throw an error if an attempt is made to create the same index twice. If `IF NOT EXISTS` is appended to the command, no error is thrown and nothing happens should an index with the same name or same schema and index type already exist. It may still throw an error if conflicting constraints exist, such as constraints with the same name or schema and backing index type. +label:new[Introduced in 5.17] An informational notification is instead returned showing the existing index which blocks the creation. Index providers and configuration settings can be specified using the `OPTIONS` clause.footnote:[Index providers are essentially different implementations of the same index type. Different providers are only available for xref:indexes/search-performance-indexes/managing-indexes.adoc#create-a-text-index-specifying-the-index-provider[text indexes].] @@ -39,7 +40,7 @@ In those cases, nothing needs to be specified and the `OPTIONS` map should be om [TIP] Creating an index requires link:{neo4j-docs-base-uri}/operations-manual/{page-version}/authentication-authorization/database-administration/#access-control-database-administration-index[the `CREATE INDEX` privilege]. -A newly created index is not immediately available but is created in the background. +A newly created index is not immediately available but is created in the background. [[create-range-index]] === Create a range index @@ -198,6 +199,14 @@ FOR (n:Person) ON (n.surname) ---- The index will not be created if there already exists an index with the same schema and type, same name or both. +label:new[Introduced in 5.17] An informational notification is instead returned. + +.Notification +[source] +---- +`CREATE RANGE INDEX node_range_index_name IF NOT EXISTS FOR (e:Person) ON (e.surname)` has no effect. +`RANGE INDEX node_range_index_name FOR (e:Person) ON (e.surname)` already exists. +---- [[create-text-index]] === Create a text index @@ -346,6 +355,14 @@ CREATE TEXT INDEX node_index_name IF NOT EXISTS FOR (n:Person) ON (n.nickname) ---- Note that the index will not be created if there already exists an index with the same schema and type, same name or both. +label:new[Introduced in 5.17] An informational notification is instead returned. + +.Notification +[source] +---- +`CREATE TEXT INDEX node_index_name IF NOT EXISTS FOR (e:Person) ON (e.nickname)` has no effect. +`TEXT INDEX node_text_index_nickname FOR (e:Person) ON (e.nickname)` already exists. +---- [discrete] [[create-a-text-index-specifying-the-index-provider]] @@ -483,6 +500,14 @@ FOR (n:Person) ON (n.sublocation) ---- Note that the index will not be created if there already exists an index with the same schema and type, same name or both. +label:new[Introduced in 5.17] An informational notification is instead returned. + +.Notification +[source] +---- +`CREATE POINT INDEX node_point_index IF NOT EXISTS FOR (e:Person) ON (e.sublocation)` has no effect. +`POINT INDEX node_point_index_name FOR (e:Person) ON (e.sublocation)` already exists. +---- [discrete] [[create-a-point-index-specifying-the-index-configuration]] @@ -532,7 +557,7 @@ Token lookup indexes have only one index provider available, `token-lookup-1.0`, [discrete] [[lookup-index-supported-predicates]] -==== Supported predicates +==== Supported predicates Token lookup indexes are present by default and solve only node label and relationship type predicates: @@ -570,7 +595,7 @@ WHERE r:REL [WARNING] ==== -Token lookup indexes improve the performance of Cypher queries and the population of other indexes. Dropping these indexes may lead to severe performance degradation. +Token lookup indexes improve the performance of Cypher queries and the population of other indexes. Dropping these indexes may lead to severe performance degradation. ==== @@ -631,6 +656,14 @@ CREATE LOOKUP INDEX node_label_lookup IF NOT EXISTS FOR (n) ON EACH labels(n) ---- The index will not be created if there already exists an index with the same schema and type, same name or both. +label:new[Introduced in 5.17] An informational notification is instead returned. + +.Notification +[source] +---- +`CREATE LOOKUP INDEX node_label_lookup IF NOT EXISTS FOR (e) ON EACH labels(e)` has no effect. +`LOOKUP INDEX node_label_lookup_index FOR (e) ON EACH labels(e)` already exists. +---- [[create-conflicting-index]] @@ -913,7 +946,7 @@ SHOW RANGE INDEXES YIELD * WHERE owningConstraint IS NULL [[listing-indexes-result-columns]] ==== Result columns for listing indexes -The below table contains the full information about all columns returned by the `SHOW INDEXES YIELD *` command: +The below table contains the full information about all columns returned by the `SHOW INDEXES YIELD *` command: .List indexes output [options="header", cols="4,6,2"] @@ -1009,6 +1042,7 @@ DROP INDEX index_name [IF EXISTS] The `DROP INDEX` command is optionally idempotent. This means that its default behavior is to throw an error if an attempt is made to drop the same index twice. With `IF EXISTS`, no error is thrown and nothing happens should the index not exist. +label:new[Introduced in 5.17] An informational notification is instead returned detailing that the index does not exist. [TIP] Dropping an index requires link:{neo4j-docs-base-uri}/operations-manual/{page-version}/database-administration/authentication-authorization/database-administration/#access-control-database-administration-index[the `DROP INDEX` privilege]. @@ -1097,3 +1131,10 @@ DROP INDEX missing_index_name IF EXISTS ---- If an index with that name exists it is removed, if not the command does nothing. +label:new[Introduced in 5.17] Additionally, an informational notification is returned. + +.Notification +[source] +---- +`DROP INDEX missing_index_name IF EXISTS` has no effect. `missing_index_name` does not exist. +---- diff --git a/modules/ROOT/pages/indexes/semantic-indexes/full-text-indexes.adoc b/modules/ROOT/pages/indexes/semantic-indexes/full-text-indexes.adoc index cf199c306..03e19fb4c 100644 --- a/modules/ROOT/pages/indexes/semantic-indexes/full-text-indexes.adoc +++ b/modules/ROOT/pages/indexes/semantic-indexes/full-text-indexes.adoc @@ -37,7 +37,8 @@ If no name is given when created, a random name will be assigned to the full-tex The `CREATE FULLTEXT INDEX` command is optionally idempotent. This mean that its default behavior is to throw an error if an attempt is made to create the same index twice. If `IF NOT EXISTS` is appended to the command, no error is thrown and nothing happens should an index with the same name or a full-text index on the same schema already exist. -As of Neo4j 5.16, the index name can also be given as a parameter, `CREATE FULLTEXT INDEX $name FOR ...`. +label:new[Introduced in 5.17] An informational notification is instead returned showing the existing index which blocks the creation. +label:new[Introduced in 5.16] The index name can also be given as a parameter, `CREATE FULLTEXT INDEX $name FOR ...`. [TIP] Creating a full-text index requires the link:{neo4j-docs-base-uri}/operations-manual/{page-version}/authentication-authorization/database-administration/#access-control-database-administration-index[`CREATE INDEX` privilege]. @@ -78,8 +79,8 @@ The default analyzer (`standard-no-stop-words`) analyzes both the indexed values [NOTE] ==== -Stop words are common words in a language that can be filtered out during -information retrieval tasks since they are considered to be of little use when determining the meaning of a string. These words are typically short and frequently used across various contexts. +Stop words are common words in a language that can be filtered out during +information retrieval tasks since they are considered to be of little use when determining the meaning of a string. These words are typically short and frequently used across various contexts. For example, the following stop words are included in Lucene’s english analyzer: "a", "an", "and", "are", "as", "at", "be", "but”, and so on. @@ -113,7 +114,7 @@ Creating and dropping indexes using parameters was introduced in Neo4j 5.16. [source, cypher] ---- CREATE FULLTEXT INDEX $name FOR (n:Employee|Manager) ON EACH [n.peerReviews] -OPTIONS { +OPTIONS { indexConfig: { `fulltext.analyzer`: 'english', // <1> `fulltext.eventually_consistent`: true // <2> @@ -275,7 +276,7 @@ RETURN node.name, node.peerReviews, score |=== [[show-full-text-indexes]] -== Show full-text indexes +== Show full-text indexes To list all full-text indexes in a database, use the `SHOW FULLTEXT INDEXES` command: @@ -350,7 +351,7 @@ In the following example, the previously created `communications` full-text inde DROP INDEX communications ---- -As of Neo4j 5.16, the index name can also be given as a parameter when dropping an index: `DROP INDEX $name`. +label:new[Introduced in 5.16] The index name can also be given as a parameter when dropping an index: `DROP INDEX $name`. [[full--text-index-procedures]] == List of full-text index procedures diff --git a/modules/ROOT/pages/indexes/semantic-indexes/vector-indexes.adoc b/modules/ROOT/pages/indexes/semantic-indexes/vector-indexes.adoc index d47ed18bc..682b0aa57 100644 --- a/modules/ROOT/pages/indexes/semantic-indexes/vector-indexes.adoc +++ b/modules/ROOT/pages/indexes/semantic-indexes/vector-indexes.adoc @@ -114,7 +114,7 @@ The options map is mandatory because setting the vector dimensions and similarit It is considered best practice to give the index a name when it is created. This name is needed for both dropping and querying the index. If the index is not explicitly named, it will get an auto-generated name. -As of Neo4j 5.16, the index name can also be given as a parameter, `CREATE VECTOR INDEX $name FOR ...`. +label:new[Introduced in 5.16] The index name can also be given as a parameter, `CREATE VECTOR INDEX $name FOR ...`. [IMPORTANT] ==== @@ -128,6 +128,7 @@ The `indexConfig` is a `MAP` from `STRING` values to `STRING` and `INTEGER` valu The command is optionally idempotent. This means that its default behavior is to throw an error if an attempt is made to create the same index twice. With `IF NOT EXISTS`, no error is thrown and nothing happens should an index with the same name, schema or both already exist. It may still throw an error should a constraint with the same name exist. +label:new[Introduced in 5.17] An informational notification is instead returned showing the existing index which blocks the creation. [NOTE] ==== @@ -358,11 +359,11 @@ SET node.propertyKey = $vector RETURN node ---- -However, Cypher stores the provided `LIST` as a primitive array of {ieee-754} _double_ precision values. +However, Cypher stores the provided `LIST` as a primitive array of {ieee-754} _double_ precision values. This takes up almost twice as much space compared to the alternative method, where you use the `db.create.setNodeVectorProperty` procedure. -As a result, using `SET` for a vector index is not recommended. +As a result, using `SET` for a vector index is not recommended. -To reduce the storage space, you can reset the existing properties using `db.create.setNodeVectorProperty`. +To reduce the storage space, you can reset the existing properties using `db.create.setNodeVectorProperty`. However, this comes with the cost of an increase in the transaction log size until they are rotated away. [[indexes-vector-similarity]] @@ -450,7 +451,7 @@ The following table lists the known issues and the version in which they were fi |=== | Known issues | Fixed in -| Vector indexes cannot be assigned autogenerated names. +| Vector indexes cannot be assigned autogenerated names. | Neo4j 5.15 diff --git a/modules/ROOT/pages/indexes/syntax.adoc b/modules/ROOT/pages/indexes/syntax.adoc index b1a410be0..f681205d3 100644 --- a/modules/ROOT/pages/indexes/syntax.adoc +++ b/modules/ROOT/pages/indexes/syntax.adoc @@ -22,6 +22,7 @@ ON property_or_token_lookup_pattern The `CREATE … INDEX …` command is optionally idempotent. This means that its default behavior is to throw an error if an attempt is made to create an index with the same name twice. With `IF NOT EXISTS`, no error is thrown and nothing happens should an index with the same name or same schema and index type already exist (it may still throw an error if conflicting constraints exist, such as constraints with the same name or with the same schema and backing index). +label:new[Introduced in 5.17] An informational notification is instead returned showing the existing index which blocks the creation. The index name must be unique among both indexes and constraints. A random name will be assigned if no name is explicitly given when an index is created. @@ -43,7 +44,7 @@ Since the index provider will be assigned by default, the `OPTIONS` map has been [source,syntax] ---- CREATE [RANGE] INDEX [index_name] [IF NOT EXISTS] -FOR (n:LabelName) +FOR (n:LabelName) ON (n.propertyName_1[, n.propertyName_2, ... @@ -54,7 +55,7 @@ ON (n.propertyName_1[, [source,syntax] ---- CREATE [RANGE] INDEX [index_name] [IF NOT EXISTS] -FOR ()-”[“r:TYPE_NAME”]”-() +FOR ()-”[“r:TYPE_NAME”]”-() ON (r.propertyName_1[, r.propertyName_2, ... @@ -70,7 +71,7 @@ For more information, see xref:indexes/search-performance-indexes/managing-index [source,syntax] ---- CREATE TEXT INDEX [index_name] [IF NOT EXISTS] -FOR (n:LabelName) +FOR (n:LabelName) ON (n.propertyName_1) [OPTIONS “{“ option: value[, …] “}”] ---- @@ -79,7 +80,7 @@ ON (n.propertyName_1) [source,syntax] ---- CREATE TEXT INDEX [index_name] [IF NOT EXISTS] -FOR ()-”[“r:TYPE_NAME”]”-() +FOR ()-”[“r:TYPE_NAME”]”-() ON (r.propertyName_1) [OPTIONS “{“ option: value[, …] “}”] ---- @@ -98,7 +99,7 @@ For more information, see xref:indexes/search-performance-indexes/managing-index [source, syntax] ---- CREATE POINT INDEX [index_name] [IF NOT EXISTS] -FOR (n:LabelName) +FOR (n:LabelName) ON (n.propertyName_1) [OPTIONS “{“ option: value[, …] “}”] ---- @@ -107,7 +108,7 @@ ON (n.propertyName_1) .Create a point index for a relationship type on a single property ---- CREATE POINT INDEX [index_name] [IF NOT EXISTS] -FOR ()-”[“r:TYPE_NAME”]”-() +FOR ()-”[“r:TYPE_NAME”]”-() ON (r.propertyName_1) [OPTIONS “{“ option: value[, …] “}”] ---- @@ -139,7 +140,7 @@ Since the index provider will be assigned by default, the `OPTIONS` map has been [source,syntax] ---- CREATE LOOKUP INDEX [index name] [IF NOT EXISTS] -FOR (n) +FOR (n) ON EACH labels(n) ---- @@ -147,7 +148,7 @@ ON EACH labels(n) [source,syntax] ---- CREATE LOOKUP INDEX [index name] [IF NOT EXISTS] -FOR ()-”[“r”]”-() +FOR ()-”[“r”]”-() ON [EACH] type(r) ---- @@ -162,7 +163,7 @@ For more information, see xref:indexes/search-performance-indexes/managing-index [source,syntax] ---- CREATE FULLTEXT INDEX [index_name] [IF NOT EXISTS] -FOR (n:LabelName[“|” …]) +FOR (n:LabelName[“|” …]) ON EACH “[“ n.propertyName[, ...] “]” [OPTIONS “{“ option: value[, …] “}”] ---- @@ -192,7 +193,7 @@ For more information, see xref:indexes/semantic-indexes/full-text-indexes.adoc#c [source,syntax] ---- CREATE VECTOR INDEX [index_name] [IF NOT EXISTS] -FOR (n:LabelName) +FOR (n:LabelName) ON (n.propertyName) [OPTIONS “{“ option: value[, …] “}”] ---- @@ -205,7 +206,7 @@ The `OPTIONS` clause is mandatory when creating a vector index, because it is ne OPTIONS { indexConfig: { `vector.dimensions`: $dimension, - `vector.similarity_function`: $similarityFunction + `vector.similarity_function`: $similarityFunction } } ---- @@ -252,7 +253,7 @@ CALL db.index.fulltext.queryNodes(indexName :: STRING, queryString :: STRING, op .Query full-text index on relationships: db.index.fulltext.queryRelationships [source, syntax] ---- -CALL db.index.fulltext.queryRelationships(indexName :: STRING, queryString :: STRING, options = {} :: MAP) +CALL db.index.fulltext.queryRelationships(indexName :: STRING, queryString :: STRING, options = {} :: MAP) ---- The valid _key: value_ pairs for the `options` map are: @@ -261,7 +262,7 @@ The valid _key: value_ pairs for the `options` map are: * limit:  — limit the number of results returned. * analyzer:  — use the specified analyzer as a search analyzer for this query. -The `options` map and all of the keys are optional. +The `options` map and all of the keys are optional. For more information, see xref:indexes/semantic-indexes/full-text-indexes.adoc#query-full-text-indexes[Full-text indexes - Query full-text indexes]. @@ -271,7 +272,7 @@ For more information, see xref:indexes/semantic-indexes/full-text-indexes.adoc#q .Query vector-text index on nodes: db.index.vector.queryNodes [source,syntax] ---- -CALL db.index.vector.queryNodes(indexName :: STRING, numberOfNearestNeighbours :: INTEGER, query :: LIST) +CALL db.index.vector.queryNodes(indexName :: STRING, numberOfNearestNeighbours :: INTEGER, query :: LIST) ---- The `numberOfNearestNeighbours` refers to the number of nearest neighbors to return as the neighborhood. @@ -288,6 +289,7 @@ The name of the index can be found using the `SHOW INDEXES` command, given in th The `DROP INDEX` command is optionally idempotent. This means that its default behavior is to throw an error if an attempt is made to drop the same index twice. With `IF EXISTS`, no error is thrown and nothing happens should the index not exist. +label:new[Introduced in 5.17] An informational notification is instead returned detailing that the index does not exist. [TIP] Dropping indexes requires link:{neo4j-docs-base-uri}/operations-manual/{page-version}/authentication-authorization/database-administration/#access-control-database-administration-index[the `DROP INDEX` privilege]. diff --git a/modules/ROOT/pages/introduction/cypher_overview.adoc b/modules/ROOT/pages/introduction/cypher_overview.adoc index 67c746f92..da48b5a0e 100644 --- a/modules/ROOT/pages/introduction/cypher_overview.adoc +++ b/modules/ROOT/pages/introduction/cypher_overview.adoc @@ -2,7 +2,7 @@ = Overview :description: This section provides an overview of Cypher and its key differences compared to SQL. -This section provides an overview of Cypher and a brief discussion of how Cypher differs to SQL. +This section provides an overview of Cypher and a brief discussion of how Cypher differs to SQL. //// [source, cypher, role=test-setup] @@ -36,8 +36,8 @@ However, there are some important differences between the two: *Cypher is schema-flexible*:: While it is both possible and advised to enforce partial schemas using xref:constraints/index.adoc[indexes and constraints], Cypher and Neo4j offers a greater degree of schema-flexibility than SQL and a relational database. -More specifically, nodes and relationships in a Neo4j database do not have to have a specific property set to them because other nodes or relationships in the same graph have that property (unless there is an xref:constraints/examples.adoc#constraints-examples-node-property-existence[existence constraint created on that specific property]). -This means that users are not required to use a fixed schema to represent data and that they can add new attributes and relationships as their graphs evolve. +More specifically, nodes and relationships in a Neo4j database do not have to have a specific property set to them because other nodes or relationships in the same graph have that property (unless there is an xref:constraints/examples.adoc#constraints-examples-node-property-existence[existence constraint created on that specific property]). +This means that users are not required to use a fixed schema to represent data and that they can add new attributes and relationships as their graphs evolve. *Query order*:: @@ -79,7 +79,7 @@ RETURN actor.name == Cypher and APOC -Neo4j supports the APOC (Awesome Procedures on Cypher) Core library. +Neo4j supports the APOC (Awesome Procedures on Cypher) Core library. The APOC Core library provides access to user-defined procedures and functions which extend the use of the Cypher query language into areas such as data integration, graph algorithms, and data conversion. -For more details, visit the link:{neo4j-docs-base-uri}/apoc/{page-version}[APOC Core page]. +For more details, visit the link:{neo4j-docs-base-uri}/apoc/{page-version}[APOC Core page]. diff --git a/modules/ROOT/pages/planning-and-tuning/operators/index.adoc b/modules/ROOT/pages/planning-and-tuning/operators/index.adoc index 49c8fa1ed..a43819436 100644 --- a/modules/ROOT/pages/planning-and-tuning/operators/index.adoc +++ b/modules/ROOT/pages/planning-and-tuning/operators/index.adoc @@ -8,7 +8,7 @@ For information about how to understand execution plans (and the role operators For more information about each operator, see xref:planning-and-tuning/operators/operators-detail.adoc[]. -== Summary of operators +== Summary of operators This table comprises all the execution plan operators ordered lexicographically. @@ -347,7 +347,7 @@ Tests for the presence of a pattern predicate in queries containing multiple pat | Reads one or more nodes by id from the node store, specified via the function xref::functions/scalar.adoc#functions-id[id()]. | label:yes[] | -| +| | xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-node-by-label-scan[NodeByLabelScan] | Fetches all nodes with a specific label from the node label index. @@ -471,6 +471,128 @@ It is not eager. | | +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-all-nodes-scan[PartitionedAllNodesScan] +| Used by the parallel runtime to read all nodes from the node store. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-directed-all-relationships-scan[PartitionedDirectedAllRelationshipsScan] +| Used by the parallel runtime to fetch all relationships and their start and end nodes from the database. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-directed-relationship-index-scan[PartitionedDirectedRelationshipIndexScan] +| Used by the parallel runtime to examine all values stored in an index. +It returns all relationships with a particular type and a specified property, along with their start and end nodes. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-directed-relationship-index-seek[PartitionedDirectedRelationshipIndexSeek] +| Finds relationships and their start and end nodes using a parallel index seek. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-directed-relationship-index-seek-by-range[PartitionedDirectedRelationshipIndexSeekByRange] +| Finds relationships using a parallel index seek where the value of the of the specified relationship type property is within a given range. +It also finds the start and end nodes of those relationships. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-directed-relationship-types-scan[PartitionedDirectedRelationshipTypesScan] +| Fetches all relationships with a specific type from the relationship type index using a parallel scan. +It also fetches the start and end nodes of those relationships. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-directed-union-relationship-types-scan[PartitionedDirectedUnionRelationshipTypesScan] +| Fetches all relationships with at least one of the provided types from the relationship type index using a parallel scan. +It also fetches the start and end nodes of those relationships. +| +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-node-by-label-scan[PartitionedNodeByLabelScan] +| Used by the parallel runtime to fetch all nodes with a specific label from the node label index. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-node-index-scan[PartitionedNodeIndexScan] +| Used by the parallel runtime to examine all values stored in an index, returning all nodes with a particular label and a specified property. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-node-index-seek[PartitionedNodeIndexSeek] +| Used by the parallel runtime to find nodes using an index seek. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-node-index-seek-by-range[PartitionedNodeIndexSeekByRange] +| Finds nodes using a parallel index seek where the value of the specified property is within a given range. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-undirected-all-relationships-scan[PartitionedUndirectedAllRelationshipsScan] +| Used by the parallel runtime to fetch all relationships and their start and end nodes from the database. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-undirected-relationship-index-scan[PartitionedUndirectedRelationshipIndexScan] +| Used by the parallel runtime to examine all values stored in an index, returning all relationships with a particular relationship type and a specified property. +It also returns the start and end nodes of those relationships. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-undirected-relationship-index-seek[PartitionedUndirectedRelationshipIndexSeek] +| Finds relationships and their start and end nodes using a parallel index seek. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-undirected-relationship-index-seek-by-range[PartitionedUndirectedRelationshipIndexSeekByRange] +| Finds relationships using a parallel index seek where the value of the specified relationship property type is within a given range. +It also finds the start and end nodes of those relationships. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-undirected-relationship-type-scan[PartitionedUndirectedRelationshipTypeScan] +| Used by the parallel runtime to fetch all relationships with a specific type from the relationship type index. +It also fetches the start and end nodes of those relationships. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-undirected-union-relationship-types-scan[PartitionedUndirectedUnionRelationshipTypesScan] +| Used by the parallel runtime to fetch all relationships with at least one of the provided types from the relationship type index. +It also fetches the start and end nodes of those relationships. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-union-node-by-labels-scan[PartitionedUnionNodeByLabelsScan] +| Used by the parallel runtime to fetch all nodes that have at least one of the provided labels from the node label index. +| label:yes[] +| +| label:new[Introduced in 5.17] + +| xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-unwind[PartitionedUnwind] +| Used by the parallel runtime to return one row per item in a list. +| +| +| label:new[Introduced in 5.17] + | xref::planning-and-tuning/operators/operators-detail.adoc#query-plan-procedure-call[ProcedureCall] | Calls a procedure. | diff --git a/modules/ROOT/pages/planning-and-tuning/operators/operators-detail.adoc b/modules/ROOT/pages/planning-and-tuning/operators/operators-detail.adoc index cedd5621b..250e207d7 100644 --- a/modules/ROOT/pages/planning-and-tuning/operators/operators-detail.adoc +++ b/modules/ROOT/pages/planning-and-tuning/operators/operators-detail.adoc @@ -125,6 +125,53 @@ Total database accesses: 36, total allocated memory: 184 ====== +[[query-plan-partitioned-all-nodes-scan]] +== Partitioned All Nodes Scan +// PartitionedAllNodesScan +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + + +The `PartitionedAllNodesScan` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-all-nodes-scan[`AllNodesScan`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the store to be partitioned into different segments where each segment can be scanned independently in parallel. + +.PartitionedAllNodesScan +====== + +.Query +[source, cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH (n) +RETURN n +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++--------------------------+----+---------+----------------+------+---------+------------------------+-----------+---------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++--------------------------+----+---------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | n | 35 | 35 | 71 | 2/0 | 6.470 | In Pipeline 1 | +| | +----+---------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedAllNodesScan | 1 | n | 35 | 35 | 35 | 3/0 | 1.491 | In Pipeline 0 | ++--------------------------+----+---------+----------------+------+---------+------------------------+-----------+---------------+ + +Total database accesses: 106 +---- + +====== + [[query-plan-directed-relationship-index-scan]] == Directed Relationship Index Scan @@ -176,6 +223,53 @@ Total database accesses: 16, total allocated memory: 184 ====== +[[query-plan-partitioned-directed-relationship-index-scan]] +== Partitioned Directed Relationship Index Scan +// PartitionedDirectedRelationshipIndexScan +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + + +The `PartitionedDirectedRelationshipIndexScan` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-directed-relationship-index-scan[`DirectedRelationshipIndexScan`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the index to be partitioned into different segments where each segment can be scanned independently in parallel. + +.PartitionedDirectedRelationshipIndexScan +====== + +.Query +[source, cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH ()-[r: WORKS_IN]->() +WHERE r.title IS NOT NULL +RETURN r +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++-------------------------------------------+----+----------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++-------------------------------------------+----+----------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | r | 15 | 15 | 70 | 1/0 | 2.865 | In Pipeline 1 | +| | +----+----------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedDirectedRelationshipIndexScan | 1 | RANGE INDEX (anon_0)-[r:WORKS_IN(title)]->(anon_1) WHERE title IS NOT NULL | 15 | 15 | 16 | 2/0 | 0.527 | In Pipeline 0 | ++-------------------------------------------+----+----------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ + +Total database accesses: 86 +---- + +====== [[query-plan-undirected-relationship-index-scan]] == Undirected Relationship Index Scan @@ -220,6 +314,54 @@ Total database accesses: 16, total allocated memory: 184 ====== +[[query-plan-partitioned-undirected-relationship-index-scan]] +== Partitioned Undirected Relationship Index Scan +// PartitionedUndirectedRelationshipIndexScan +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + + +The `PartitionedUndirectedRelationshipIndexScan` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-undirected-relationship-index-scan[`UndirectedRelationshipIndexScan`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the index to be partitioned into different segments where each segment can be scanned independently in parallel. + +.PartitionedUndirectedRelationshipIndexScan +====== + +.Query +[source, cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH ()-[r: WORKS_IN]-() +WHERE r.title IS NOT NULL +RETURN r +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++---------------------------------------------+----+---------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++---------------------------------------------+----+---------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | r | 30 | 30 | 140 | 1/0 | 3.088 | In Pipeline 1 | +| | +----+---------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedUndirectedRelationshipIndexScan | 1 | RANGE INDEX (anon_0)-[r:WORKS_IN(title)]-(anon_1) WHERE title IS NOT NULL | 30 | 30 | 16 | 2/0 | 0.572 | In Pipeline 0 | ++---------------------------------------------+----+---------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ + +Total database accesses: 156 +---- + +====== + [[query-plan-directed-relationship-index-seek]] == Directed Relationship Index Seek @@ -265,6 +407,54 @@ Total database accesses: 2, total allocated memory: 184 ====== +[[query-plan-partitioned-directed-relationship-index-seek]] +== Partitioned Directed Relationship Index Seek +// PartitionedDirectedRelationshipIndexSeek +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + + +The `PartitionedDirectedRelationshipIndexSeek` is a variant of the the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-directed-relationship-index-seek[`DirectedRelationshipIndexSeek`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the index to be partitioned into different segments where each segment can be scanned independently in parallel. + +.PartitionedDirectedRelationshipIndexSeek +====== + +.Query +[source, cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH (candidate)-[r:WORKS_IN]->() +WHERE r.title = 'chief architect' +RETURN candidate +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++-------------------------------------------+----+-----------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++-------------------------------------------+----+-----------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | candidate | 2 | 1 | 2 | 2/0 | 0.284 | In Pipeline 1 | +| | +----+-----------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedDirectedRelationshipIndexSeek | 1 | RANGE INDEX (candidate)-[r:WORKS_IN(title)]->(anon_0) WHERE title = $autostring_0 | 2 | 1 | 2 | 2/0 | 0.148 | In Pipeline 0 | ++-------------------------------------------+----+-----------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ + +Total database accesses: 4 +---- + +====== + [[query-plan-undirected-relationship-index-seek]] == Undirected Relationship Index Seek @@ -310,6 +500,51 @@ Total database accesses: 2, total allocated memory: 184 ====== +[[query-plan-partitioned-undirected-relationship-index-seek]] +== Partitioned Undirected Relationship Index Seek +// PartitionedUndirectedRelationshipIndexSeek + +The `PartitionedUndirectedRelationshipIndexSeek` operator finds relationships and their start and end nodes using an index seek. +The relationship variable and the index used are shown in the arguments of the operator. + + +.PartitionedUndirectedRelationshipIndexSeek +====== + +.Query +[source, cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH (candidate)-[r:WORKS_IN]-() +WHERE r.title = 'chief architect' +RETURN candidate +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++---------------------------------------------+----+----------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++---------------------------------------------+----+----------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | candidate | 4 | 2 | 4 | 2/0 | 0.333 | In Pipeline 1 | +| | +----+----------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedUndirectedRelationshipIndexSeek | 1 | RANGE INDEX (candidate)-[r:WORKS_IN(title)]-(anon_0) WHERE title = $autostring_0 | 4 | 2 | 2 | 2/0 | 0.151 | In Pipeline 0 | ++---------------------------------------------+----+----------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ + +Total database accesses: 6 +---- + +====== + [[query-plan-directed-relationship-by-element-id-seek]] == Directed Relationship By Element Id Seek @@ -726,6 +961,56 @@ Total database accesses: 46, total allocated memory: 184 ====== +[[query-plan-partitioned-directed-relationship-index-seek-by-range]] +== Partitioned Directed Relationship Index Seek By Range +// PartitionedDirectedRelationshipIndexSeekByRange +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + + +The `PartitionedDirectedRelationshipIndexSeekByRange` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-directed-relationship-index-seek-by-range[`DirectedRelationshipIndexSeekByRange`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the index to be partitioned into different segments where each segment can be scanned independently in parallel. + +.PartitionedDirectedRelationshipIndexSeekByRange +====== + +.Query +[source, cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH (candidate: Person)-[r:WORKS_IN]->(location) +WHERE r.duration > 100 +RETURN candidate +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++--------------------------------------------------+----+----------------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++--------------------------------------------------+----+----------------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------------+ +| +ProduceResults | 0 | candidate | 4 | 15 | 30 | 1/0 | 1.031 | In Pipeline 1 | +| | +----+----------------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------------+ +| +Filter | 1 | candidate:Person | 4 | 15 | 30 | | | | +| | +----+----------------------------------------------------------------------------------------+----------------+------+---------+ | | | +| +PartitionedDirectedRelationshipIndexSeekByRange | 2 | RANGE INDEX (candidate)-[r:WORKS_IN(duration)]->(location) WHERE duration > $autoint_0 | 4 | 15 | 16 | 3/0 | 0.203 | Fused in Pipeline 0 | ++--------------------------------------------------+----+----------------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------------+ + +Total database accesses: 76 +---- + +====== + [[query-plan-undirected-relationship-index-seek-by-range]] == Undirected Relationship Index Seek By Range @@ -773,6 +1058,56 @@ Total database accesses: 76, total allocated memory: 184 ====== +[[query-plan-partitioned-undirected-relationship-index-seek-by-range]] +== Partitioned Undirected Relationship Index Seek By Range +// PartitionedUndirectedRelationshipIndexSeekByRange +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + + +The `PartitionedUndirectedRelationshipIndexSeekByRange` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-undirected-relationship-index-seek-by-range[`UndirectedRelationshipIndexSeekByRange`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the store to be partitioned into different segments where each segment can be scanned independently in parallel. + +.PartitionedUndirectedRelationshipIndexSeekByRange +====== + +.Query +[source, cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH (candidate: Person)-[r:WORKS_IN]-(location) +WHERE r.duration > 100 +RETURN candidate +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++----------------------------------------------------+----+---------------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++----------------------------------------------------+----+---------------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------------+ +| +ProduceResults | 0 | candidate | 5 | 15 | 30 | 1/0 | 0.918 | In Pipeline 1 | +| | +----+---------------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------------+ +| +Filter | 1 | candidate:Person | 5 | 15 | 60 | | | | +| | +----+---------------------------------------------------------------------------------------+----------------+------+---------+ | | | +| +PartitionedUndirectedRelationshipIndexSeekByRange | 2 | RANGE INDEX (candidate)-[r:WORKS_IN(duration)]-(location) WHERE duration > $autoint_0 | 8 | 30 | 16 | 3/0 | 0.413 | Fused in Pipeline 0 | ++----------------------------------------------------+----+---------------------------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------------+ + +Total database accesses: 106 +---- + +====== + [[query-plan-union-node-by-labels-scan]] == Union Node By Labels Scan @@ -814,6 +1149,50 @@ Total database accesses: 13, total allocated memory: 184 ====== +[[query-plan-partitioned-union-node-by-labels-scan]] +== Partitioned Union Node By Labels Scan +// PartitionedUnionNodeByLabelsScan +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + +The `PartitionedUnionNodeByLabelsScan` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-union-node-by-labels-scan[`UnionNodeByLabelsScan`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the index to be partitioned into different segments where each segment can be scanned independently in parallel. +====== + +.Query +[source,cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH (countryOrLocation:Country|Location) +RETURN countryOrLocation +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++-----------------------------------+----+------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++-----------------------------------+----+------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | countryOrLocation | 17 | 11 | 22 | 2/0 | 1.548 | In Pipeline 1 | +| | +----+------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedUnionNodeByLabelsScan | 1 | countryOrLocation:Country|Location | 17 | 11 | 13 | 2/0 | 1.976 | In Pipeline 0 | ++-----------------------------------+----+------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ + +Total database accesses: 35 +---- + +====== + [[query-plan-intersection-node-by-labels-scan]] == Intersection Node By Labels Scan @@ -857,6 +1236,51 @@ Total database accesses: 13, total allocated memory: 184 ====== +[[query-plan-partitioned-intersection-node-by-labels-scan]] +== Partitioned Intersection Node By Labels Scan +// PartitionedIntersectionNodeByLabelsScan +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + +The `PartitionedIntersectionNodeByLabelsScan` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-intersection-node-by-labels-scan[`IntersectionNodeByLabelsScan`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the index to be partitioned into different segments where each segment can be scanned independently in parallel. +====== + +.Query +[source,cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH (countryAndLocation:Country&Location) +RETURN countryAndLocation +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + + +------------------------------------------+----+-------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++------------------------------------------+----+-------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | countryAndLocation | 3 | 0 | 0 | 0/0 | 0.018 | In Pipeline 1 | +| | +----+-------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedIntersectionNodeByLabelsScan | 1 | countryAndLocation:Country&Location | 3 | 0 | 13 | 2/0 | 0.770 | In Pipeline 0 | ++------------------------------------------+----+-------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ + +Total database accesses: 13 +---- + +====== + [[query-plan-directed-all-relationships-scan]] == Directed All Relationships Scan @@ -897,6 +1321,48 @@ Total database accesses: 28, total allocated memory: 184 ---- ====== +[[query-plan-partitioned-directed-all-relationships-scan]] +== Partitioned Directed All Relationships Scan +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + +The `PartitionedDirectedAllRelationshipsScan` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-directed-all-relationships-scan[`DirectedAllRelationshipsScan`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the store to be partitioned into different segments where each segment can be scanned independently in parallel. + +====== + +.Query +[source,cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH ()-[r]->() RETURN r +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++------------------------------------------+----+------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | r | 28 | 28 | 83 | 2/0 | 3.872 | In Pipeline 1 | +| | +----+------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedDirectedAllRelationshipsScan | 1 | (anon_0)-[r]->(anon_1) | 28 | 28 | 28 | 3/0 | 1.954 | In Pipeline 0 | ++------------------------------------------+----+------------------------+----------------+------+---------+------------------------+-----------+---------------+ + +Total database accesses: 111 + +---- +====== + [[query-plan-undirected-all-relationships-scan]] == Undirected All Relationships Scan //UndirectedAllRelationshipsScan @@ -907,7 +1373,137 @@ The `UndirectedAllRelationshipsScan` operator fetches all relationships and thei [source,cypher] ---- PROFILE -MATCH ()-[r]-() RETURN r +MATCH ()-[r]-() RETURN r +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PIPELINED + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++---------------------------------+-----------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ +| Operator | Details | Estimated Rows | Rows | DB Hits | Memory (Bytes) | Page Cache Hits/Misses | Time (ms) | Pipeline | ++---------------------------------+-----------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ +| +ProduceResults | r | 56 | 56 | 0 | | | | | +| | +-----------------------+----------------+------+---------+----------------+ | | | +| +UndirectedAllRelationshipsScan | (anon_0)-[r]-(anon_1) | 56 | 56 | 28 | 120 | 3/0 | 1.110 | Fused in Pipeline 0 | ++---------------------------------+-----------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ + +Total database accesses: 28, total allocated memory: 184 + +---- +====== + +[[query-plan-partitioned-undirected-all-relationships-scan]] +== Partitioned Undirected All Relationships Scan +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + +The `PartitionedUndirectedAllRelationshipsScan` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-undirected-all-relationships-scan[`UndirectedAllRelationshipsScan`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the store to be partitioned into different segments where each segment can be scanned independently in parallel. + +====== +.Query +[source,cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH ()-[r]-() RETURN r +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++--------------------------------------------+----+-----------------------+----------------+------+---------+------------------------+-----------+---------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++--------------------------------------------+----+-----------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | r | 56 | 56 | 166 | 2/0 | 4.905 | In Pipeline 1 | +| | +----+-----------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedUndirectedAllRelationshipsScan | 1 | (anon_0)-[r]-(anon_1) | 56 | 56 | 28 | 9/0 | 1.573 | In Pipeline 0 | ++--------------------------------------------+----+-----------------------+----------------+------+---------+------------------------+-----------+---------------+ + +Total database accesses: 194 + +---- +====== + +[[query-plan-directed-relationship-type-scan]] +== Directed Relationship Type Scan +// DirectedRelationshipTypeScan + +The `DirectedRelationshipTypeScan` operator fetches all relationships and their start and end nodes with a specific type from the relationship type index. + + +.DirectedRelationshipTypeScan +====== + +.Query +[source, cypher] +---- +PROFILE +MATCH ()-[r: FRIENDS_WITH]->() +RETURN r +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PIPELINED + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++-------------------------------+-------------------------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ +| Operator | Details | Estimated Rows | Rows | DB Hits | Memory (Bytes) | Page Cache Hits/Misses | Time (ms) | Pipeline | ++-------------------------------+-------------------------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ +| +ProduceResults | r | 12 | 12 | 0 | | | | | +| | +-------------------------------------+----------------+------+---------+----------------+ | | | +| +DirectedRelationshipTypeScan | (anon_0)-[r:FRIENDS_WITH]->(anon_1) | 12 | 12 | 13 | 120 | 2/1 | 0.557 | Fused in Pipeline 0 | ++-------------------------------+-------------------------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ + +Total database accesses: 13, total allocated memory: 184 +---- + +====== + +[[query-plan-partitioned-directed-relationship-types-scan]] +== Partitioned Directed Relationship Type Scan +// PartitionedDirectedRelationshipTypeScan +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + +The `PartitionedDirectedRelationshipTypeScan` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-directed-relationship-type-scan[`DirectedRelationshipTypeScan`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the index to be partitioned into different segments where each segment can be scanned independently in parallel. + +.PartitionedDirectedRelationshipTypeScan +====== + +.Query +[source, cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH ()-[r: FRIENDS_WITH]->() +RETURN r ---- .Query Plan @@ -915,40 +1511,39 @@ MATCH ()-[r]-() RETURN r ---- Planner COST -Runtime PIPELINED +Runtime PARALLEL Runtime version {neo4j-version-minor} Batch size 128 -+---------------------------------+-----------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ -| Operator | Details | Estimated Rows | Rows | DB Hits | Memory (Bytes) | Page Cache Hits/Misses | Time (ms) | Pipeline | -+---------------------------------+-----------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ -| +ProduceResults | r | 56 | 56 | 0 | | | | | -| | +-----------------------+----------------+------+---------+----------------+ | | | -| +UndirectedAllRelationshipsScan | (anon_0)-[r]-(anon_1) | 56 | 56 | 28 | 120 | 3/0 | 1.110 | Fused in Pipeline 0 | -+---------------------------------+-----------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ - -Total database accesses: 28, total allocated memory: 184 +++------------------------------------------+----+-------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ + | Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | + +------------------------------------------+----+-------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ + | +ProduceResults | 0 | r | 12 | 12 | 12 | 0/0 | 0.560 | In Pipeline 1 | + | | +----+-------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ + | +PartitionedDirectedRelationshipTypeScan | 1 | (anon_0)-[r:FRIENDS_WITH]->(anon_1) | 12 | 12 | 13 | 2/0 | 0.167 | In Pipeline 0 | + +------------------------------------------+----+-------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ + Total database accesses: 25 ---- + ====== -[[query-plan-directed-relationship-type-scan]] -== Directed Relationship Type Scan -// DirectedRelationshipTypeScan -The `DirectedRelationshipTypeScan` operator fetches all relationships and their start and end nodes with a specific type from the relationship type index. +[[query-plan-undirected-relationship-type-scan]] +== Undirected Relationship Type Scan +// UndirectedRelationshipTypeScan +The `UndirectedRelationshipTypeScan` operator fetches all relationships and their start and end nodes with a specific type from the relationship type index. -.DirectedRelationshipTypeScan ====== .Query [source, cypher] ---- PROFILE -MATCH ()-[r: FRIENDS_WITH]->() +MATCH ()-[r: FRIENDS_WITH]-() RETURN r ---- @@ -963,31 +1558,35 @@ Runtime version {neo4j-version-minor} Batch size 128 -+-------------------------------+-------------------------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ -| Operator | Details | Estimated Rows | Rows | DB Hits | Memory (Bytes) | Page Cache Hits/Misses | Time (ms) | Pipeline | -+-------------------------------+-------------------------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ -| +ProduceResults | r | 12 | 12 | 0 | | | | | -| | +-------------------------------------+----------------+------+---------+----------------+ | | | -| +DirectedRelationshipTypeScan | (anon_0)-[r:FRIENDS_WITH]->(anon_1) | 12 | 12 | 13 | 120 | 2/1 | 0.557 | Fused in Pipeline 0 | -+-------------------------------+-------------------------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ ++---------------------------------+------------------------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ +| Operator | Details | Estimated Rows | Rows | DB Hits | Memory (Bytes) | Page Cache Hits/Misses | Time (ms) | Pipeline | ++---------------------------------+------------------------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ +| +ProduceResults | r | 24 | 24 | 0 | | | | | +| | +------------------------------------+----------------+------+---------+----------------+ | | | +| +UndirectedRelationshipTypeScan | (anon_0)-[r:FRIENDS_WITH]-(anon_1) | 24 | 24 | 13 | 120 | 2/1 | 0.749 | Fused in Pipeline 0 | ++---------------------------------+------------------------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ Total database accesses: 13, total allocated memory: 184 ---- ====== +[[query-plan-partitioned-undirected-relationship-type-scan]] +== Partitioned Undirected Relationship Type Scan +// PartitionedUndirectedRelationshipTypeScan +// New in 5.17 -[[query-plan-undirected-relationship-type-scan]] -== Undirected Relationship Type Scan -// UndirectedRelationshipTypeScan +_This feature was introduced in Neo4j 5.17._ -The `UndirectedRelationshipTypeScan` operator fetches all relationships and their start and end nodes with a specific type from the relationship type index. +The `PartitionedUndirectedRelationshipTypeScan` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-undirected-relationship-type-scan[`UndirectedRelationshipTypeScan`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the index to be partitioned into different segments where each segment can be scanned independently in parallel. ====== .Query [source, cypher] ---- +CYPHER runtime=parallel PROFILE MATCH ()-[r: FRIENDS_WITH]-() RETURN r @@ -998,21 +1597,21 @@ RETURN r ---- Planner COST -Runtime PIPELINED +Runtime PARALLEL Runtime version {neo4j-version-minor} Batch size 128 -+---------------------------------+------------------------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ -| Operator | Details | Estimated Rows | Rows | DB Hits | Memory (Bytes) | Page Cache Hits/Misses | Time (ms) | Pipeline | -+---------------------------------+------------------------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ -| +ProduceResults | r | 24 | 24 | 0 | | | | | -| | +------------------------------------+----------------+------+---------+----------------+ | | | -| +UndirectedRelationshipTypeScan | (anon_0)-[r:FRIENDS_WITH]-(anon_1) | 24 | 24 | 13 | 120 | 2/1 | 0.749 | Fused in Pipeline 0 | -+---------------------------------+------------------------------------+----------------+------+---------+----------------+------------------------+-----------+---------------------+ ++--------------------------------------------+----+------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++--------------------------------------------+----+------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | r | 24 | 24 | 24 | 1/0 | 1.466 | In Pipeline 1 | +| | +----+------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedUndirectedRelationshipTypeScan | 1 | (anon_0)-[r:FRIENDS_WITH]-(anon_1) | 24 | 24 | 13 | 2/0 | 0.171 | In Pipeline 0 | ++--------------------------------------------+----+------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ -Total database accesses: 13, total allocated memory: 184 +Total database accesses: 37 ---- ====== @@ -1022,10 +1621,10 @@ Total database accesses: 13, total allocated memory: 184 == Directed Union Relationship Types Scan // DirectedUnionRelationshipTypesScan -The `DirectedUnionRelationshipTypeScan` operator fetches all relationships and their start and end nodes with at least one of the provided types from the relationship type index. +The `DirectedUnionRelationshipTypesScan` operator fetches all relationships and their start and end nodes with at least one of the provided types from the relationship type index. -.DirectedUnionRelationshipTypeScan +.DirectedUnionRelationshipTypesScan ====== .Query @@ -1060,12 +1659,59 @@ Total database accesses: 14, total allocated memory: 184 ====== +[[query-plan-partitioned-directed-union-relationship-types-scan]] +== Partitioned Directed Union Relationship Types Scan +// PartitionedDirectedUnionRelationshipTypesScan +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + +The `PartitionedDirectedUnionRelationshipTypeScan` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-directed-union-relationship-types-scan[`DirectedUnionRelationshipTypesScan`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the index to be partitioned into different segments where each segment can be scanned independently in parallel. + + +.PartitionedDirectedUnionRelationshipTypesScan +====== + +.Query +[source,cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH ()-[friendOrFoe: FRIENDS_WITH|FOE]->() +RETURN friendOrFoe +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++------------------------------------------------+----+---------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++------------------------------------------------+----+---------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | friendOrFoe | 15 | 12 | 12 | 0/0 | 0.570 | In Pipeline 1 | +| | +----+---------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedDirectedUnionRelationshipTypesScan | 1 | (anon_0)-[friendOrFoe:FRIENDS_WITH|FOE]->(anon_1) | 15 | 12 | 13 | 2/0 | 0.170 | In Pipeline 0 | ++------------------------------------------------+----+---------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ + +Total database accesses: 25 +---- + +====== + [[query-plan-undirected-union-relationship-types-scan]] == Undirected Union Relationship Types Scan // UndirectedUnionRelationshipTypesScan -The `UndirectedUnionRelationshipTypeScan` operator fetches all relationships and their start and end nodes with at least one of the provided types from the relationship type index. +The `UndirectedUnionRelationshipTypesScan` operator fetches all relationships and their start and end nodes with at least one of the provided types from the relationship type index. .UndirectedUnionRelationshipTypeScan @@ -1103,6 +1749,52 @@ Total database accesses: 14, total allocated memory: 184 ====== +[[query-plan-partitioned-undirected-union-relationship-types-scan]] +== Partitioned Undirected Union Relationship Types Scan +// PartitionedUndirectedUnionRelationshipTypesScan +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + +The `PartitionedUndirectedUnionRelationshipTypeScan` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-undirected-union-relationship-types-scan[`UndirectedUnionRelationshipTypesScan`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the index to be partitioned into different segments where each segment can be scanned independently in parallel. + +.PartitionedUndirectedUnionRelationshipTypesScan +====== + +.Query +[source,cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH ()-[friendOrFoe: FRIENDS_WITH|FOE]-() +RETURN friendOrFoe +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++--------------------------------------------------+----+--------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++--------------------------------------------------+----+--------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | friendOrFoe | 30 | 24 | 24 | 0/0 | 0.896 | In Pipeline 1 | +| | +----+--------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedUndirectedUnionRelationshipTypesScan | 1 | (anon_0)-[friendOrFoe:FRIENDS_WITH|FOE]-(anon_1) | 30 | 24 | 13 | 2/0 | 0.818 | In Pipeline 0 | ++--------------------------------------------------+----+--------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ + +Total database accesses: 37 +---- + +====== + [[query-plan-node-by-elementid-seek]] == Node By ElementId Seek // NodeByElementIdSeek @@ -1235,6 +1927,53 @@ Total database accesses: 15, total allocated memory: 184 ====== +[[query-plan-partitioned-node-by-label-scan]] +== Partitioned Node By Label Scan +// PartitionedNodeByLabelScan +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + +The `PartitionedNodeByLabelScan` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-node-by-label-scan[`NodeByLabelScan`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the index to be partitioned into different segments where each segment can be scanned independently in parallel. + + +.PartitionedNodeByLabelScan +====== + +.Query +[source, cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH (person:Person) +RETURN person +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++-----------------------------+----+---------------+----------------+------+---------+------------------------+-----------+---------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++-----------------------------+----+---------------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | person | 14 | 14 | 28 | 2/0 | 0.623 | In Pipeline 1 | +| | +----+---------------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedNodeByLabelScan | 1 | person:Person | 14 | 14 | 15 | 1/0 | 0.094 | In Pipeline 0 | ++-----------------------------+----+---------------+----------------+------+---------+------------------------+-----------+---------------+ + +Total database accesses: 43 +---- + +====== + [[query-plan-node-index-seek]] == Node Index Seek @@ -1287,6 +2026,53 @@ Total database accesses: 2, total allocated memory: 184 ====== +[[query-plan-partitioned-node-index-seek]] +== Partitioned Node Index Seek +// PartitionedNodeIndexSeek +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + +The `PartitionedNodeIndexSeek` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-node-index-seek[`NodeIndexSeek`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the index to be partitioned into different segments where each segment can be scanned independently in parallel. + + +.PartitionedNodeIndexSeek +====== + +.Query +[source, cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH (location:Location {name: 'Malmo'}) +RETURN location +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++---------------------------+----+----------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++---------------------------+----+----------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | location | 0 | 1 | 2 | 2/0 | 0.179 | In Pipeline 1 | +| | +----+----------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedNodeIndexSeek | 1 | RANGE INDEX location:Location(name) WHERE name = $autostring_0 | 0 | 1 | 2 | 1/0 | 0.167 | In Pipeline 0 | ++---------------------------+----+----------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ + +Total database accesses: 4 +---- + +====== + [[query-plan-node-unique-index-seek]] == Node Unique Index Seek @@ -1502,6 +2288,54 @@ Total database accesses: 2, total allocated memory: 184 ====== +[[query-plan-partitioned-node-index-seek-by-range]] +== Partitioned Node Index Seek By Range +// PartitionedNodeIndexSeekByRange +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + +The `PartitionedNodeIndexSeekByRange` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-node-index-seek-by-range[`NodeIndexSeekByRange`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the index to be partitioned into different segments where each segment can be scanned independently in parallel. + + +.PartitionedNodeIndexSeekByRange +====== + +.Query +[source, cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH (l:Location) +WHERE l.name STARTS WITH 'Lon' +RETURN l +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++----------------------------------+----+-------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++----------------------------------+----+-------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | l | 0 | 1 | 2 | 2/0 | 0.191 | In Pipeline 1 | +| | +----+-------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedNodeIndexSeekByRange | 1 | RANGE INDEX l:Location(name) WHERE name STARTS WITH $autostring_0 | 0 | 1 | 2 | 1/0 | 0.087 | In Pipeline 0 | ++----------------------------------+----+-------------------------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ + +Total database accesses: 4 +---- + +====== + [[query-plan-node-unique-index-seek-by-range]] == Node Unique Index Seek By Range @@ -1689,6 +2523,53 @@ Total database accesses: 11, total allocated memory: 184 ====== +[[query-plan-partitioned-node-index-scan]] +== Partitioned Node Index Scan +// PartitionedNodeIndexScan +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + +The `PartitionedNodeIndexScan` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-node-index-scan[`NodeIndexScan`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the index to be partitioned into different segments where each segment can be scanned independently in parallel. + + +.PartitionedNodeIndexScan +====== + +.Query +[source, cypher] +---- +CYPHER runtime=parallel +PROFILE +MATCH (l:Location) +WHERE l.name IS NOT NULL +RETURN l +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++---------------------------+----+-----------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++---------------------------+----+-----------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +ProduceResults | 0 | l | 1 | 10 | 20 | 2/0 | 0.472 | In Pipeline 1 | +| | +----+-----------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ +| +PartitionedNodeIndexScan | 1 | RANGE INDEX l:Location(name) WHERE name IS NOT NULL | 1 | 10 | 11 | 1/0 | 0.187 | In Pipeline 0 | ++---------------------------+----+-----------------------------------------------------+----------------+------+---------+------------------------+-----------+---------------+ + +Total database accesses: 31 +---- + +====== // --- apply operators --- @@ -3229,6 +4110,7 @@ Total database accesses: 2, total allocated memory: 64 ====== + // DropResult -- removed in 4.3 @@ -4741,6 +5623,52 @@ Total database accesses: 0, total allocated memory: 184 ====== +[[query-plan-partitioned-unwind]] +== Partitioned Unwind +// PartitionedUnwind +// New in 5.17 + +_This feature was introduced in Neo4j 5.17._ + +The `PartitionedUnwind` is a variant of the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-unwind[`Unwind`] operator used by the xref:planning-and-tuning/runtimes/concepts.adoc#runtimes-parallel-runtime[parallel runtime]. +It allows the index to be partitioned into different segments where each segment can be scanned independently in parallel. + + +.PartitionedUnwind +====== + +.Query +[source, cypher] +---- +CYPHER runtime=parallel +PROFILE +UNWIND range(1, 5) AS value +RETURN value +---- + +.Query Plan +[role="queryplan", subs="attributes+"] +---- +Planner COST + +Runtime PARALLEL + +Runtime version {neo4j-version-minor} + +Batch size 128 + ++--------------------+----+----------------------------------------+----------------+------+---------+------------------------+-----------+---------------------+ +| Operator | Id | Details | Estimated Rows | Rows | DB Hits | Page Cache Hits/Misses | Time (ms) | Pipeline | ++--------------------+----+----------------------------------------+----------------+------+---------+------------------------+-----------+---------------------+ +| +ProduceResults | 0 | value | 10 | 5 | 0 | 0/0 | 0.119 | In Pipeline 1 | +| | +----+----------------------------------------+----------------+------+---------+------------------------+-----------+---------------------+ +| +PartitionedUnwind | 1 | range($autoint_0, $autoint_1) AS value | 10 | 5 | 0 | | | Fused in Pipeline 0 | ++--------------------+----+----------------------------------------+----------------+------+---------+------------------------+-----------+---------------------+ + +Total database accesses: 0 +---- + +====== [[query-plan-exhaustive-limit]] == Exhaustive Limit diff --git a/modules/ROOT/pages/planning-and-tuning/runtimes/concepts.adoc b/modules/ROOT/pages/planning-and-tuning/runtimes/concepts.adoc index 813ecaf95..0100bb79a 100644 --- a/modules/ROOT/pages/planning-and-tuning/runtimes/concepts.adoc +++ b/modules/ROOT/pages/planning-and-tuning/runtimes/concepts.adoc @@ -1,11 +1,11 @@ -:description: information about the concepts behind slotted, pipelined, and parallel runtime. +:description: information about the concepts behind slotted, pipelined, and parallel runtime. [[runtimes-concepts]] = Runtime concepts In Cypher, there are three types of runtimes: slotted, pipelined, and parallel. In general, the default runtimes (the pipelined runtime in Enterprise Edition) provide the best query performance. -However, each runtime offers advantages and disadvantages, and there are scenarios when deciding which runtime to use is an important step in maximizing the efficiency of queries. +However, each runtime offers advantages and disadvantages, and there are scenarios when deciding which runtime to use is an important step in maximizing the efficiency of queries. This is a step-by-step guide to the concepts behind each of the three available Cypher runtimes. For readers not familiar with reading the execution plans produced by Cypher queries, it is recommended to first read the section on xref:planning-and-tuning/execution-plans.adoc[]. @@ -19,16 +19,16 @@ image::patterns_qpp_calling_points.svg[width="700",role="middle"] The graph contains two types of nodes: `Stop` and `Station`. Each `Stop` on a train service `CALLS_AT` one `Station`, and has the properties `arrives` and `departs` that give the times the train is at the `Station`. -Following the `NEXT` relationship of a `Stop` will give the next `Stop` of a service. +Following the `NEXT` relationship of a `Stop` will give the next `Stop` of a service. To recreate the graph, run the following query against an empty Neo4j database: .Query [source, cypher, role=test-setup] ---- -CREATE (pmr:Station {name: 'Peckham Rye'}), +CREATE (pmr:Station {name: 'Peckham Rye'}), (dmk:Station {name: 'Denmark Hill'}), - (clp:Station {name: 'Clapham High Street'}), + (clp:Station {name: 'Clapham High Street'}), (wwr:Station {name: 'Wandsworth Road'}), (clj:Station {name: 'Clapham Junction'}), (s1:Stop {arrives: time('17:19'), departs: time('17:20')}), @@ -59,7 +59,7 @@ For example: ---- EXPLAIN CYPHER runtime = slotted -MATCH (:Station { name: 'Denmark Hill' })<-[:CALLS_AT]-(d:Stop) +MATCH (:Station { name: 'Denmark Hill' })<-[:CALLS_AT]-(d:Stop) ((:Stop)-[:NEXT]->(:Stop))+ (a:Stop)-[:CALLS_AT]->(:Station { name: 'Clapham Junction' }) RETURN count(*) @@ -151,7 +151,7 @@ For example: ---- EXPLAIN CYPHER runtime = pipelined -MATCH (:Station { name: 'Denmark Hill' })<-[:CALLS_AT]-(d:Stop) +MATCH (:Station { name: 'Denmark Hill' })<-[:CALLS_AT]-(d:Stop) ((:Stop)-[:NEXT]->(:Stop))+ (a:Stop)-[:CALLS_AT]->(:Station { name: 'Clapham Junction' }) RETURN count(*) @@ -207,10 +207,10 @@ Batch size 128 The rightmost column of the plan shows that it has been divided into four different *pipelines*. In order to understand what pipelines are, it is first necessary to understand that queries using pipelined runtime are, unlike those run in slotted runtime, not executed one row at a time. Rather, the pipelined runtime allows the physical operators to consume and produce *batches* of between roughly 100 and 1000 rows each (referred to as *morsels*), which are written into *buffers* containing data and tasks for a pipeline. -A pipeline can, in turn, be defined as a sequence of operators which have been fused into one another so that they may be executed together in the same task by the runtime. +A pipeline can, in turn, be defined as a sequence of operators which have been fused into one another so that they may be executed together in the same task by the runtime. The logical operators are thus not mapped to a corresponding physical operator when using the pipelined runtime. -Instead, the logical operator tree is transformed into an execution graph containing pipelines and buffers: +Instead, the logical operator tree is transformed into an execution graph containing pipelines and buffers: image::runtimes_execution_graph1.svg[width="700",role="middle"] @@ -255,7 +255,7 @@ For example: ---- EXPLAIN CYPHER runtime = parallel -MATCH (:Station { name: 'Denmark Hill' })<-[:CALLS_AT]-(d:Stop) +MATCH (:Station { name: 'Denmark Hill' })<-[:CALLS_AT]-(d:Stop) ((:Stop)-[:NEXT]->(:Stop))+ (a:Stop)-[:CALLS_AT]->(:Station { name: 'Clapham Junction' }) RETURN count(*) @@ -273,44 +273,47 @@ Runtime version {neo4j-version-minor} Batch size 128 -+-------------------+----+------------------------------------------------------------------------+----------------+---------------------+ -| Operator | Id | Details | Estimated Rows | Pipeline | -+-------------------+----+------------------------------------------------------------------------+----------------+---------------------+ -| +ProduceResults | 0 | `count(*)` | 1 | In Pipeline 6 | -| | +----+------------------------------------------------------------------------+----------------+---------------------+ -| +EagerAggregation | 1 | count(*) AS `count(*)` | 1 | | -| | +----+------------------------------------------------------------------------+----------------+ | -| +Filter | 2 | not anon_1 = anon_5 AND anon_0.name = $autostring_0 AND anon_0:Station | 0 | | -| | +----+------------------------------------------------------------------------+----------------+ | -| +Expand(All) | 3 | (d)-[anon_1:CALLS_AT]->(anon_0) | 0 | Fused in Pipeline 5 | -| | +----+------------------------------------------------------------------------+----------------+---------------------+ -| +Filter | 4 | d:Stop | 0 | | -| | +----+------------------------------------------------------------------------+----------------+ | -| +NullifyMetadata | 14 | | 0 | | -| | +----+------------------------------------------------------------------------+----------------+ | -| +Repeat(Trail) | 5 | (a) (...){1, *} (d) | 0 | Fused in Pipeline 4 | -| |\ +----+------------------------------------------------------------------------+----------------+---------------------+ -| | +Filter | 6 | isRepeatTrailUnique(anon_7) AND anon_2:Stop | 6 | | -| | | +----+------------------------------------------------------------------------+----------------+ | -| | +Expand(All) | 7 | (anon_4)<-[anon_7:NEXT]-(anon_2) | 6 | Fused in Pipeline 3 | -| | | +----+------------------------------------------------------------------------+----------------+---------------------+ -| | +Filter | 8 | anon_4:Stop | 11 | | -| | | +----+------------------------------------------------------------------------+----------------+ | -| | +Argument | 9 | anon_4 | 13 | Fused in Pipeline 2 | -| | +----+------------------------------------------------------------------------+----------------+---------------------+ -| +Filter | 10 | a:Stop | 0 | | -| | +----+------------------------------------------------------------------------+----------------+ | -| +Expand(All) | 11 | (anon_6)<-[anon_5:CALLS_AT]-(a) | 0 | Fused in Pipeline 1 | -| | +----+------------------------------------------------------------------------+----------------+---------------------+ -| +Filter | 12 | anon_6.name = $autostring_1 | 1 | | -| | +----+------------------------------------------------------------------------+----------------+ | -| +NodeByLabelScan | 13 | anon_6:Station | 10 | Fused in Pipeline 0 | -+-------------------+----+------------------------------------------------------------------------+----------------+---------------------+ ++-----------------------------+----+------------------------------------------------------------------------+----------------+---------------------+ +| Operator | Id | Details | Estimated Rows | Pipeline | ++-----------------------------+----+------------------------------------------------------------------------+----------------+---------------------+ +| +ProduceResults | 0 | `count(*)` | 1 | In Pipeline 6 | +| | +----+------------------------------------------------------------------------+----------------+---------------------+ +| +EagerAggregation | 1 | count(*) AS `count(*)` | 1 | | +| | +----+------------------------------------------------------------------------+----------------+ | +| +Filter | 2 | NOT anon_1 = anon_5 AND anon_0.name = $autostring_0 AND anon_0:Station | 0 | | +| | +----+------------------------------------------------------------------------+----------------+ | +| +Expand(All) | 3 | (d)-[anon_1:CALLS_AT]->(anon_0) | 0 | Fused in Pipeline 5 | +| | +----+------------------------------------------------------------------------+----------------+---------------------+ +| +Filter | 4 | d:Stop | 0 | | +| | +----+------------------------------------------------------------------------+----------------+ | +| +NullifyMetadata | 14 | | 0 | | +| | +----+------------------------------------------------------------------------+----------------+ | +| +Repeat(Trail) | 5 | (a) (...){1, *} (d) | 0 | Fused in Pipeline 4 | +| |\ +----+------------------------------------------------------------------------+----------------+---------------------+ +| | +Filter | 6 | isRepeatTrailUnique(anon_8) AND anon_7:Stop | 6 | | +| | | +----+------------------------------------------------------------------------+----------------+ | +| | +Expand(All) | 7 | (anon_9)<-[anon_8:NEXT]-(anon_7) | 6 | Fused in Pipeline 3 | +| | | +----+------------------------------------------------------------------------+----------------+---------------------+ +| | +Filter | 8 | anon_9:Stop | 11 | | +| | | +----+------------------------------------------------------------------------+----------------+ | +| | +Argument | 9 | anon_9 | 13 | Fused in Pipeline 2 | +| | +----+------------------------------------------------------------------------+----------------+---------------------+ +| +Filter | 10 | a:Stop | 0 | | +| | +----+------------------------------------------------------------------------+----------------+ | +| +Expand(All) | 11 | (anon_6)<-[anon_5:CALLS_AT]-(a) | 0 | Fused in Pipeline 1 | +| | +----+------------------------------------------------------------------------+----------------+---------------------+ +| +Filter | 12 | anon_6.name = $autostring_1 | 1 | | +| | +----+------------------------------------------------------------------------+----------------+ | +| +PartitionedNodeByLabelScan | 13 | anon_6:Station | 10 | Fused in Pipeline 0 | ++-----------------------------+----+------------------------------------------------------------------------+----------------+---------------------+ ---- A key difference between the physical plans produced by the parallel runtime compared to those generated by pipelined runtime is that, in general, more pipelines are produced when using the parallel runtime (in this case, seven instead of the four produced by the same query being run on pipelined runtime). This is because, when executing a query in the parallel runtime, it is more efficient to have more tasks that can be run in parallel, whereas when running a single-threaded execution in the pipelined runtime it is more efficient to fuse several pipelines together. +Another important difference is that the parallel runtime uses partitioned operators (xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-partitioned-node-by-label-scan[`PartitionedNodeByLabelScan`] in this case). +These operators first segment the retrieved data and then operate on each segment in parallel. + The parallel runtime shares the same architecture as the pipelined runtime, meaning that it will transform the logical plan into the same type of execution graph as described above. However, when using parallel runtime, each pipeline task can be executed in a separate thread. Another similarity with pipelined runtime is that queries run on the parallel runtime will begin by generating the first pipeline which eventually will produce a morsel in the input buffer of the subsequent pipeline. @@ -331,10 +334,10 @@ Consider the execution graph below, based on the same example query: image::runtimes_execution_graph2.svg[width="900",role="middle"] -The execution graph shows that execution starts at `pipeline 0`, which consists of the operator `NodeByLabelScan` and can be executed simultaneously on all available threads working on different morsels of data. +The execution graph shows that execution starts at `pipeline 0`, which consists of the operator `PartitionedNodeByLabelScan` and can be executed simultaneously on all available threads working on different morsels of data. Once pipeline `0` has produced at least one full morsel of data, any thread can then start executing `pipeline 1`, while other threads may continue to execute `pipeline 0`. More specifically, once there is data from a pipeline, the scheduler can proceed to the next pipeline while concurrently executing earlier pipelines. -In this case, `pipeline 5` ends with an aggregation (performed by the EagerAggregation operator), which means that the last pipeline (6) cannot start until all preceding pipelines are completely finished for all the preceding morsels of data. +In this case, `pipeline 5` ends with an aggregation (performed by the xref:planning-and-tuning/operators/operators-detail.adoc#query-plan-eager-aggregation[`EagerAggregation`] operator), which means that the last pipeline (`6`) cannot start until all preceding pipelines are completely finished for all the preceding morsels of data. [[runtimes-parallel-runtime-considerations]] === Considerations @@ -362,7 +365,7 @@ It also does not support procedures functions that are not considered thread-saf Moreover, not all queries will run faster by using the parallel runtime. For example, a *graph-local* query that starts with anchoring a node and proceeds to only match a small portion of the graph will probably not run any faster on the parallel runtime (it may even run slower when executed with the parallel runtime, because of its scheduling and the additional book-keeping required for executing a query on multiple threads). -As a general rule of thumb, the parallel runtime is probably not beneficial for queries which take less than half a second to complete. +As a general rule of thumb, the parallel runtime is probably not beneficial for queries which take less than half a second to complete. The parallel runtime may also perform worse than the pipelined runtime for queries that contain subclauses where xref:clauses/order-by.adoc[] is used to order a property that is indexed. This is because the parallel runtime is unable to take advantage of property indexes for ordering, and therefore must re-sort the aggregated results on the selected properties before returning any results. @@ -393,7 +396,7 @@ The below table summarizes the most important distinctions between the three dif | | *Slotted* | *Pipelined* | *Parallel* | *Execution model* | Pull | Push | Push -| *Physical operator consumption* | Row-by-row | Batched | Batched +| *Physical operator consumption* | Row-by-row | Batched | Batched | *Processor threads* | Single-threaded | Single-threaded | Multi-threaded | *Runtime type* | Interpreted | Compiled or interpreted | Compiled or interpreted | *Supported query type* | Read and write | Read and write | Read only diff --git a/modules/ROOT/pages/syntax/operators.adoc b/modules/ROOT/pages/syntax/operators.adoc index 690920387..81f3a8a89 100644 --- a/modules/ROOT/pages/syntax/operators.adoc +++ b/modules/ROOT/pages/syntax/operators.adoc @@ -16,7 +16,7 @@ This page contains an overview of the available Cypher operators. | xref::syntax/operators.adoc#query-operators-comparison[Comparison operators] | `+=+`, `+<>+`, `+<+`, `+>+`, `+<=+`, `+>=+`, `IS NULL`, `IS NOT NULL` | xref::syntax/operators.adoc#query-operators-comparison[`STRING`-specific comparison operators] | `STARTS WITH`, `ENDS WITH`, `CONTAINS`, `=~` (regex matching) | xref::syntax/operators.adoc#query-operators-boolean[Boolean operators] | `AND`, `OR`, `XOR`, `NOT` -| xref::syntax/operators.adoc#query-operators-string[String operators] | `+` (string concatenation) +| xref::syntax/operators.adoc#query-operators-string[String operators] | `+` (string concatenation), `IS NORMALIZED` | xref::syntax/operators.adoc#query-operators-temporal[Temporal operators] | `+` and `-` for operations between durations and temporal instants/durations, `*` and `/` for operations between durations and numbers | xref::syntax/operators.adoc#query-operators-map[Map operators] | `.` for static value access by key, `[]` for dynamic value access by key | xref::syntax/operators.adoc#query-operators-list[List operators] | `+` (list concatenation), `IN` to check existence of an element in a list, `[]` for accessing element(s) dynamically @@ -542,8 +542,8 @@ RETURN number The string operators comprise: -* concatenating `STRING` values`: `+` - +* concatenating `STRING` values: `+` +* checking if a `STRING` is normalized: `IS NORMALIZED` [[syntax-concatenating-two-strings]] === Concatenating two `STRING` values with `+` @@ -563,6 +563,102 @@ RETURN 'neo' + '4j' AS result |=== +[[match-string-is-normalized]] +=== Checking if a `STRING` `IS NORMALIZED` + +_This feature was introduced in Neo4j 5.17._ + +The `IS NORMALIZED` operator is used to check whether the given `STRING` is in the `NFC` Unicode normalization form: + +[NOTE] +==== +Unicode normalization is a process that transforms different representations of the same string into a standardized form. +For more information, see the documentation for link:https://unicode.org/reports/tr15/#Norm_Forms[Unicode normalization forms]. +==== + +.Query +[source, cypher] +---- +RETURN "the \u212B char" IS NORMALIZED AS normalized +---- + +.Result +[role="queryresult",options="header,footer",cols="1*=16.0.0" + } + }, + "node_modules/@antora/cli": { + "version": "3.1.7", + "resolved": "https://registry.npmjs.org/@antora/cli/-/cli-3.1.7.tgz", + "integrity": "sha512-yHo30VmiLLsZU4JW8VZR6fql9m5lIxocA2d0tduKQ+r4YSD1kt+bbwX3You3iMwW7oLoNo62zfU76F8CQBnm2g==", + "dependencies": { + "@antora/logger": "3.1.7", + "@antora/playbook-builder": "3.1.7", + "@antora/user-require-helper": "~2.0", + "commander": "~10.0" + }, + "bin": { + "antora": "bin/antora" + }, + "engines": { + "node": ">=16.0.0" + } + }, + "node_modules/@antora/content-aggregator": { + "version": "3.1.7", + "resolved": "https://registry.npmjs.org/@antora/content-aggregator/-/content-aggregator-3.1.7.tgz", + "integrity": 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"@antora/site-generator-default": "^3.1.3", - "@neo4j-antora/antora-add-notes": "^0.1.6", + "@antora/cli": "^3.1.7", + "@antora/site-generator-default": "^3.1.7", + "@neo4j-antora/antora-add-notes": "^0.3.1", "@neo4j-antora/antora-modify-sitemaps": "^0.4.4", "@neo4j-antora/antora-page-roles": "^0.3.1", "@neo4j-antora/antora-table-footnotes": "^0.3.2", "@neo4j-antora/mark-terms": "1.1.0", "@neo4j-documentation/macros": "^1.0.2", "@neo4j-documentation/remote-include": "^1.0.0", - "asciidoctor-kroki": "^0.16.0" + "asciidoctor-kroki": "^0.18.1" }, "devDependencies": { "express": "^4.17.1", - "nodemon": "^2.0.15" + "nodemon": "^3.0.3" + }, + "overrides": { + "@antora/site-generator-default": { + "glob-parent": "6.0.2" + } }, "repository": { "type": "git", diff --git a/preview.yml b/preview.yml index f46674558..fa119684c 100644 --- a/preview.yml +++ b/preview.yml @@ -15,7 +15,7 @@ content: ui: bundle: - url: https://d12wh7zj8x3amw.cloudfront.net/build/ui-bundle-latest.zip + url: https://static-content.neo4j.com/build/ui-bundle-latest.zip snapshot: true output_dir: /assets diff --git a/publish.yml b/publish.yml index b43eafa6d..7aeefb469 100644 --- a/publish.yml +++ b/publish.yml @@ -6,7 +6,7 @@ site: content: sources: - url: ./ - branches: ['3.5', '4.0', '4.1', '4.2', '4.3', '4.4', '5.x'] + branches: ['3.5', '4.0', '4.1', '4.2', '4.3', '4.4', 'HEAD'] edit_url: https://github.com/neo4j/docs-cypher/tree/{refname}/{path} exclude: - '!**/_includes/*' @@ -15,7 +15,7 @@ content: ui: bundle: - url: https://d12wh7zj8x3amw.cloudfront.net/build/ui-bundle-latest.zip + url: https://static-content.neo4j.com/build/ui-bundle-latest.zip snapshot: true output_dir: /assets @@ -60,4 +60,3 @@ asciidoc: cross-mark: icon:times[] neo4j-base-uri: '' neo4j-docs-base-uri: /docs -