From b9abd19ec15d03341044662f243b23b297841b30 Mon Sep 17 00:00:00 2001 From: danielle9897 Date: Mon, 13 Nov 2023 10:40:16 +0200 Subject: [PATCH 1/3] RDoc-2478 Indexes > Fanout Indexes - Part 1 --- .../indexes/.docs.json | 12 +- .../fanout-index-performance-hint-1.png | Bin 0 -> 23058 bytes .../fanout-index-performance-hint-2.png | Bin 0 -> 46190 bytes .../indexes/images/indexing-nested-data-1.png | Bin 0 -> 131682 bytes .../indexes/images/indexing-nested-data-2.png | Bin 0 -> 163481 bytes .../indexing-nested-data.dotnet.markdown | 230 +++++++++++ .../indexing-nested-data.java.markdown | 55 +++ .../Indexes/IndexingNestedData.cs | 375 ++++++++++++++++++ .../Indexes/JavaScript.cs | 25 -- .../net/ravendb/Indexes/FanoutIndexes.java | 39 ++ .../indexes/.docs.json | 12 +- .../indexes/.docs.json | 12 +- .../indexes/.docs.json | 12 +- 13 files changed, 723 insertions(+), 49 deletions(-) create mode 100644 Documentation/5.2/Raven.Documentation.Pages/indexes/images/fanout-index-performance-hint-1.png create mode 100644 Documentation/5.2/Raven.Documentation.Pages/indexes/images/fanout-index-performance-hint-2.png create mode 100644 Documentation/5.2/Raven.Documentation.Pages/indexes/images/indexing-nested-data-1.png create mode 100644 Documentation/5.2/Raven.Documentation.Pages/indexes/images/indexing-nested-data-2.png create mode 100644 Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.dotnet.markdown create mode 100644 Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.java.markdown create mode 100644 Documentation/5.2/Samples/csharp/Raven.Documentation.Samples/Indexes/IndexingNestedData.cs create mode 100644 Documentation/5.2/Samples/java/src/test/java/net/ravendb/Indexes/FanoutIndexes.java diff --git a/Documentation/5.2/Raven.Documentation.Pages/indexes/.docs.json b/Documentation/5.2/Raven.Documentation.Pages/indexes/.docs.json index 4ae38d120f..c4f5ed8c34 100644 --- a/Documentation/5.2/Raven.Documentation.Pages/indexes/.docs.json +++ b/Documentation/5.2/Raven.Documentation.Pages/indexes/.docs.json @@ -83,12 +83,6 @@ } ] }, - { - "Path": "fanout-indexes.markdown", - "Name": "Fanout Indexes", - "DiscussionId": "8dd0873a-83c2-4148-8710-b15951047700", - "Mappings": [] - }, { "Path": "sorting-and-collation.markdown", "Name": "Sorting & Collation", @@ -115,6 +109,12 @@ } ] }, + { + "Path": "indexing-nested-data.markdown", + "Name": "Indexing Nested Data", + "DiscussionId": "8dd0873a-83c2-4148-8710-b15951047700", + "Mappings": [] + }, { "Path": "indexing-hierarchical-data.markdown", "Name": "Indexing Hierarchical Data", diff --git a/Documentation/5.2/Raven.Documentation.Pages/indexes/images/fanout-index-performance-hint-1.png b/Documentation/5.2/Raven.Documentation.Pages/indexes/images/fanout-index-performance-hint-1.png new file mode 100644 index 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b/Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.dotnet.markdown @@ -0,0 +1,230 @@ +[//]: # (# Fanout Indexes) + +# Indexing Nested data + +--- + +{NOTE: } + +* JSON documents can have nested structures, where one document contains other objects or arrays of objects. + +* Use a static-index to facilitate querying for documents based on the nested data. + +* In this page: + + * [Sample data](../indexes/indexing-nested-data#sample-data) + + * [Simple index - SINGLE index-entry per document](../indexes/indexing-nested-data#simple-index---single-index-entry-per-document) + * [The index](../indexes/indexing-nested-data#theIndex) + * [The index-entries](../indexes/indexing-nested-data#theIndexEntries) + * [Querying the index](../indexes/indexing-nested-data#queryingTheIndex) + * [When to use](../indexes/indexing-nested-data#whenToUse) + + * [Fanout index - MULTIPLE index-entries per document](../indexes/indexing-nested-data#fanout-index---multiple-index-entries-per-document) + * [What is a fanout index](../indexes/indexing-nested-data#whatIsFanoutIndex) + * [Fanout index - Map index example](../indexes/indexing-nested-data#fanoutMapIndex) + * [Fanout index - Map-Reduce index example](../indexes/indexing-nested-data#fanoutMapReduceIndex) + * [Performance hints](../indexes/indexing-nested-data#performanceHints) + * [Paging](../indexes/indexing-nested-data#paging) + +{NOTE/} + +--- + +{PANEL: Sample data} + +* The examples in this article are based on the following __Class__ and __Sample Data__: + +{CODE-TABS} +{CODE-TAB:csharp:Class online_shop_class@Indexes\IndexingNestedData.cs /} +{CODE-TAB:csharp:Sample_data sample_data@Indexes\IndexingNestedData.cs /} +{CODE-TABS/} + +{PANEL/} + +{PANEL: Simple index - Single index-entry per document} + + + __The index__: + +{CODE simple_index@Indexes\IndexingNestedData.cs /} + +--- + + __The index-entries__: + +![Simple - index-entries](images/indexing-nested-data-1.png "A single index-entry per document") + +1. The index-entries content is visible from the Studio [Query view](../studio/database/queries/query-view). + +2. Check option: _Show raw index-entries instead of Matching documents_. + +3. Each row represents an __index-entry__. + The index has a single index-entry per document (3 entries in this example). + +4. The index-field contains a collection of ALL nested values from the document. + e.g. The third __index-entry__ has the following values in the _Colors_ __index-field__: + `{"black", "blue", "red"}` + +--- + + __Querying the index__: + +{CODE-TABS} +{CODE-TAB:csharp:Query simple_index_query_1@Indexes\IndexingNestedData.cs /} +{CODE-TAB:csharp:Query_async simple_index_query_2@Indexes\IndexingNestedData.cs /} +{CODE-TAB:csharp:DocumentQuery simple_index_query_3@Indexes\IndexingNestedData.cs /} +{CODE-TAB-BLOCK:sql:RQL} +from index "Shops/ByTShirt/Simple" +where Colors == "red" +{CODE-TAB-BLOCK/} +{CODE-TABS/} + +{CODE results_1@Indexes\IndexingNestedData.cs /} + +--- + + __When to use__: + +* This type of index structure is effective for retrieving documents when filtering the query by any of the inner nested values that were indexed. + +* However, due to the way the index-entries are generated, this index __cannot__ provide results for a query searching for documents that contain + specific sub-objects which satisfy some AND condition. For example: + + {CODE results_2@Indexes\IndexingNestedData.cs /} + +* To address this, you must use a __Fanout index__ - as described below. + +{PANEL/} + +{PANEL: Fanout index - Multiple index-entries per document} + +{NOTE: } + + __What is a Fanout index__: + +* A fanout index is an index that outputs multiple index-entries per document. + A separate index-entry is created for each nested sub-object from the document. + +* The fanout index is useful when you need to retrieve documents matching query criteria + that search for specific sub-objects that comply with some logical conditions. + +{NOTE/} + +{NOTE: } + + __Fanout index - Map index example__: + +{CODE-TABS} +{CODE-TAB:csharp:LINQ_index fanout_index_1@Indexes\IndexingNestedData.cs /} +{CODE-TAB:csharp:JavaScript_index fanout_index_js@Indexes\IndexingNestedData.cs /} +{CODE-TABS/} + +{CODE-TABS} +{CODE-TAB:csharp:Query fanout_index_query_1@Indexes\IndexingNestedData.cs /} +{CODE-TAB:csharp:Query_async fanout_index_query_2@Indexes\IndexingNestedData.cs /} +{CODE-TAB:csharp:DocumentQuery fanout_index_query_3@Indexes\IndexingNestedData.cs /} +{CODE-TAB-BLOCK:sql:RQL} +from index "Shops/ByTShirt/Fanout" +where Color == "red" and Size == "M" +{CODE-TAB-BLOCK/} +{CODE-TABS/} + +{CODE results_3@Indexes\IndexingNestedData.cs /} + +--- + + __The index-entries__: + +![Fanout - index-entries](images/indexing-nested-data-2.png "Multiple index-entries per document") + +1. The index-entries content is visible from the Studio [Query view](../studio/database/queries/query-view). + +2. Check option: _Show raw index-entries instead of Matching documents_. + +3. Each row represents an __index-entry__. + Each index-entry corresponds to an inner item in the TShirt list. + +4. In this example, the total number of index-entries is __12__, + which is the total number of inner items in the TShirt list in all __3__ documents in the collection. + +{NOTE/} + +{NOTE: } + + __Fanout index - Map-Reduce index example__: + +* The fanout index concept applies to map-reduce indexes as well: + +{CODE-TABS} +{CODE-TAB:csharp:LINQ_index fanout_index_2@Indexes\IndexingNestedData.cs /} +{CODE-TAB:csharp:JavaScript_index map_reduce_2_0@Indexes\JavaScript.cs /}} +{CODE-TABS/} + +{CODE-TABS} +{CODE-TAB:csharp:Query fanout_index_query_4@Indexes\IndexingNestedData.cs /} +{CODE-TAB:csharp:Query_async fanout_index_query_5@Indexes\IndexingNestedData.cs /} +{CODE-TAB:csharp:DocumentQuery fanout_index_query_6@Indexes\IndexingNestedData.cs /} +{CODE-TAB-BLOCK:sql:RQL} +from index "Sales/ByTShirtColor/Fanout" +where Color == "black" +{CODE-TAB-BLOCK/} +{CODE-TABS/} + +{CODE results_4@Indexes\IndexingNestedData.cs /} + +{NOTE/} + +{NOTE: } + + __Fanout index - Performance hints__: + +* Fanout indexes are typically more resource-intensive than other indexes as RavenDB has to index a large number of index-entries. + This increased workload can lead to higher CPU and memory utilization, potentially causing a decline in the overall performance of the index. + +* When the number of index-entries generated from a single document exceeds a configurable limit, + RavenDB will issue a "__High indexing fanout ratio__" alert through the Studio notification center. + +* You can control when this performance hint is created by setting the + [PerformanceHints.Indexing.MaxIndexOutputsPerDocument](../server/configuration/performance-hints-configuration#performancehints.indexing.maxindexoutputsperdocument) configuration key (default: 1024). + +* The following notification will show in the notification area: + + ![Figure 1. High indexing fanout ratio notification](images/fanout-index-performance-hint-1.png "High indexing fanout ratio notification") + +* Clicking the 'Details' button will show the following info: + + ![Figure 2. Fanout index, performance hint details](images/fanout-index-performance-hint-2.png "Fanout index, performance hint details") + +{NOTE/} + +{NOTE: } + + __Fanout index - Paging__: + +* A fanout index has more index-entries than the number of documents in the collection indexed. + Multiple index-entries "point" to the same document from which they originated, + as can be seen in the above [index-entries](../indexes/indexing-nested-data#fanoutMapIndexIndexEntries) example. + +* When making a fanout index query that should return full documents (without projecting results), + then in this case, the `totalResults` variable (available via the `QueryStatistics` object) will contain + the total number of index-entries and Not the total number of resulting documents. + +* __To overcome this when paging results__, you must take into account the number of "duplicate" + index-entries that are skipped internally by the server when serving the resulting documents. + +* Please refer to [paging through tampered results](../indexes/querying/paging#paging-through-tampered-results) for further explanations and examples. + +{NOTE/} + +{PANEL/} + +## Related articles + +### Indexes + +- [What are Indexes](../indexes/what-are-indexes) + +### Querying + +- [Intersect queries](../indexes/querying/intersection) diff --git a/Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.java.markdown b/Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.java.markdown new file mode 100644 index 0000000000..a0f3fea846 --- /dev/null +++ b/Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.java.markdown @@ -0,0 +1,55 @@ +# Fanout Indexes + +The fanout index is the index that outputs multiple index entries per each document. Here is an example of such one: + +{CODE-TABS} +{CODE-TAB:java:LINQ fanout_index_def_1@Indexes\FanoutIndexes.java /} +{CODE-TAB:java:JavaScript fanout_index_def_1@Indexes\JavaScript.java /}} +{CODE-TABS/} + +A large order, having a lot of line items, will create an index entry per each `OrderLine` item from the `Lines` collection. A single document can generate hundreds of index entries. + +The fanout index concept is not specific for map-only indexes. It also applies to map-reduce indexes: + +{CODE-TABS} +{CODE-TAB:java:LINQ fanout_index_def_2@Indexes\FanoutIndexes.java /} +{CODE-TAB:java:JavaScript map_reduce_2_0@Indexes\JavaScript.java /}} +{CODE-TABS/} + +The above index definitions are correct. In both cases this is actually what we want. However, you need to be aware that fanout indexes are typically more expensive than regular ones. +RavenDB has to index many more entries than usual. What can result is higher utilization of CPU and memory, and overall declining performance of the index. + +{NOTE:Note} +Starting from version 4.0, the fanout indexes won't error when the number of index entries created from a single document exceeds the configured limit. The configuration options from 3.x: + +- `Raven/MaxSimpleIndexOutputsPerDocument` +- `Raven/MaxMapReduceIndexOutputsPerDocument` + +are no longer valid. + +RavenDB will give you a performance hint regarding high fanout ratio using the Studio's notification center. +{NOTE/} + + +##Performance Hints + +Once RavenDB notices that the number of indexing outputs created from a document is high, the notification that will appear in the Studio: + +![Figure 1. High indexing fanout ratio notification](images/fanout-index-performance-hint-1.png "High indexing fanout ratio notification") + +The details will give you the following info: + +![Figure 2. Fanout index, performance hint details](images/fanout-index-performance-hint-2.png "Fanout index, performance hint details") + +You can control when a performance hint should be created using the `PerformanceHints.Indexing.MaxIndexOutputsPerDocument` setting (default: 1024). + +##Paging + +Since the fanout index creates multiple entries for a single document and queries return documents by default (it can change if the query defines the projection) the paging of query results +is a bit more complex. Please read the dedicated article about [paging through tampered results](../indexes/querying/paging#paging-through-tampered-results). + +## Related articles + +### Indexes + +- [What are Indexes](../indexes/what-are-indexes) diff --git a/Documentation/5.2/Samples/csharp/Raven.Documentation.Samples/Indexes/IndexingNestedData.cs b/Documentation/5.2/Samples/csharp/Raven.Documentation.Samples/Indexes/IndexingNestedData.cs new file mode 100644 index 0000000000..78dc3c1986 --- /dev/null +++ b/Documentation/5.2/Samples/csharp/Raven.Documentation.Samples/Indexes/IndexingNestedData.cs @@ -0,0 +1,375 @@ +using System.Collections.Generic; +using System.Threading.Tasks; +using Raven.Client.Documents.Indexes; +using Raven.Client.Documents; + +namespace Raven.Documentation.Samples.Indexes +{ + using System.Linq; + + #region online_shop_class + public class OnlineShop + { + public string ShopName { get; set; } + public string Email { get; set; } + public List TShirts { get; set; } // Nested data + } + + public class TShirt + { + public string Color { get; set; } + public string Size { get; set; } + public string Logo { get; set; } + public decimal Price { get; set; } + public int Sold { get; set; } + } + #endregion + + #region simple_index + public class Shops_ByTShirt_Simple : AbstractIndexCreationTask + { + public class IndexEntry + { + // The index-fields: + public IEnumerable Colors { get; set; } + public IEnumerable Sizes { get; set; } + public IEnumerable Logos { get; set; } + } + + public Shops_ByTShirt_Simple() + { + Map = shops => from shop in shops + // Creating a SINGLE index-entry per document: + select new IndexEntry + { + // Each index-field will hold a collection + // of ALL matching nested values from the document + Colors = shop.TShirts.Select(x => x.Color), + Sizes = shop.TShirts.Select(x => x.Size), + Logos = shop.TShirts.Select(x => x.Logo) + }; + } + } + #endregion + + #region fanout_index_1 + // A fanout map-index: + // =================== + public class Shops_ByTShirt_Fanout : AbstractIndexCreationTask + { + public class IndexEntry + { + // The index-fields: + public string Color { get; set; } + public string Size { get; set; } + public string Logo { get; set; } + } + + public Shops_ByTShirt_Fanout() + { + Map = shops => + from shop in shops + from shirt in shop.TShirts + // Creating MULTIPLE index-entries per document, + // an index-entry for each sub-object in the TShirts list + select new IndexEntry + { + Color = shirt.Color, + Size = shirt.Size, + Logo = shirt.Logo + }; + } + } + #endregion + + #region fanout_index_2 + // A fanout map-reduce index: + // ========================== + public class Sales_ByTShirtColor_Fanout : + AbstractIndexCreationTask + { + public class IndexEntry + { + // The index-fields: + public string Color { get; set; } + public int Count { get; set; } + public decimal TotalSales; + } + + public Sales_ByTShirtColor_Fanout() + { + Map = shops => + from shop in shops + from shirt in shop.TShirts + // Creating MULTIPLE index-entries per document, + // an index-entry for each sub-object in the TShirts list + select new IndexEntry + { + Color = shirt.Color, + TotalSales = shirt.Price * shirt.Sold, + Count = 1 + }; + + Reduce = results => from result in results + group result by result.Color + into g + select new + { + // Calculate sales per color + Color = g.Key, + TotalSales = g.Sum(x => x.TotalSales), + Count = g.Sum(x => x.Count) + }; + } + } + #endregion + + #region fanout_index_js + public class Shops_ByTShirt_JS : AbstractJavaScriptIndexCreationTask + { + public Shops_ByTShirt_JS() + { + Maps = new HashSet + { + @"map('OnlineShops', function (shop){ + var res = []; + shop.TShirts.forEach(shirt => { + res.push({ + Color: shirt.Color, + Size: shirt.Size, + Logo: shirt.Logo + }) + }); + return res; + })" + }; + } + } + #endregion + + public class IndexingNestedData + { + public void CreateSampleData() + { + using (var store = new DocumentStore()) + { + #region sample_data + // Creating sample data for the examples in this article: + // ====================================================== + + var onlineShops = new[] + { + // Shop1 + new OnlineShop { ShopName = "Shop1", Email = "sales@shop1.com", TShirts = new List { + new TShirt { Color = "Red", Size = "S", Logo = "Bytes and Beyond", Price = 25, Sold = 2 }, + new TShirt { Color = "Red", Size = "M", Logo = "Bytes and Beyond", Price = 25, Sold = 4 }, + new TShirt { Color = "Blue", Size = "M", Logo = "Query Everything", Price = 28, Sold = 5 }, + new TShirt { Color = "Green", Size = "L", Logo = "Data Driver", Price = 30, Sold = 3} + }}, + // Shop2 + new OnlineShop { ShopName = "Shop2", Email = "sales@shop2.com", TShirts = new List { + new TShirt { Color = "Blue", Size = "S", Logo = "Coffee, Code, Repeat", Price = 22, Sold = 12 }, + new TShirt { Color = "Blue", Size = "M", Logo = "Coffee, Code, Repeat", Price = 22, Sold = 7 }, + new TShirt { Color = "Green", Size = "M", Logo = "Big Data Dreamer", Price = 25, Sold = 9 }, + new TShirt { Color = "Black", Size = "L", Logo = "Data Mining Expert", Price = 20, Sold = 11 } + }}, + // Shop3 + new OnlineShop { ShopName = "Shop3", Email = "sales@shop3.com", TShirts = new List { + new TShirt { Color = "Red", Size = "S", Logo = "Bytes of Wisdom", Price = 18, Sold = 2 }, + new TShirt { Color = "Blue", Size = "M", Logo = "Data Geek", Price = 20, Sold = 6 }, + new TShirt { Color = "Black", Size = "L", Logo = "Data Revolution", Price = 15, Sold = 8 }, + new TShirt { Color = "Black", Size = "XL", Logo = "Data Revolution", Price = 15, Sold = 10 } + }} + }; + + using (var session = store.OpenSession()) + { + foreach (var shop in onlineShops) + { + session.Store(shop); + } + + session.SaveChanges(); + } + #endregion + } + } + + public async Task QueryNestedData() + { + using (var store = new DocumentStore()) + { + using (var session = store.OpenSession()) + { + #region simple_index_query_1 + // Query for all shop documents that have a red TShirt + var shopsThatHaveRedShirts = session + .Query() + // Filter query results by a nested value + .Where(x => x.Colors.Contains("red")) + .OfType() + .ToList(); + #endregion + } + + using (var asyncSession = store.OpenAsyncSession()) + { + #region simple_index_query_2 + // Query for all shop documents that have a red TShirt + var shopsThatHaveRedShirts = await asyncSession + .Query() + // Filter query results by a nested value + .Where(x => x.Colors.Contains("red")) + .OfType() + .ToListAsync(); + #endregion + } + + using (var session = store.OpenSession()) + { + #region simple_index_query_3 + // Query for all shop documents that have a red TShirt + var shopsThatHaveRedShirts = session.Advanced + .DocumentQuery() + // Filter query results by a nested value + .ContainsAny(x => x.Colors, new[] { "Red" }) + .OfType() + .ToList(); + #endregion + } + + #region results_1 + // Results will include the following shop documents: + // ================================================== + // * Shop1 + // * Shop3 + #endregion + + using (var session = store.OpenSession()) + { + #region results_2 + // You want to query for shops containing "Large Green TShirts", + // aiming to get only "Shop1" as a result since it has such a combination, + // so you attempt this query: + var GreenAndLarge = session + .Query() + .Where(x => x.Colors.Contains("green") && x.Sizes.Contains("L")) + .OfType() + .ToList(); + + // But, the results of this query will include BOTH "Shop1" & "Shop2" + // since the index-entries do not keep the original sub-objects structure. + #endregion + } + + using (var session = store.OpenSession()) + { + #region fanout_index_query_1 + // Query the fanout index: + // ======================= + var shopsThatHaveMediumRedShirts = session + .Query() + // Query for documents that have a "Medium Red TShirt" + .Where(x => x.Color == "red" && x.Size == "M") + .OfType() + .ToList(); + #endregion + } + + using (var asyncSession = store.OpenAsyncSession()) + { + #region fanout_index_query_2 + // Query the fanout index: + // ======================= + var shopsThatHaveMediumRedShirts = await asyncSession + .Query() + // Query for documents that have a "Medium Red TShirt" + .Where(x => x.Color == "red" && x.Size == "M") + .OfType() + .ToListAsync(); + #endregion + } + + using (var session = store.OpenSession()) + { + #region fanout_index_query_3 + // Query the fanout index: + // ======================= + var shopsThatHaveMediumRedShirts = session.Advanced + .DocumentQuery() + // Query for documents that have a "Medium Red TShirt" + .WhereEquals(x => x.Color, "red") + .AndAlso() + .WhereEquals(x=> x.Size, "M") + .OfType() + .ToList(); + #endregion + } + + #region results_3 + // Query results: + // ============== + + // Only the 'Shop1' document will be returned, + // since it is the only document that has the requested combination within the TShirt list. + #endregion + + using (var session = store.OpenSession()) + { + #region fanout_index_query_4 + // Query the fanout index: + // ======================= + var queryResult = session + .Query() + // Query for index-entries that contain "black" + .Where(x => x.Color == "black") + .FirstOrDefault(); + + // Get total sales for black TShirts + var blackShirtsSales = queryResult?.TotalSales ?? 0; + #endregion + } + + using (var asyncSession = store.OpenAsyncSession()) + { + #region fanout_index_query_5 + // Query the fanout index: + // ======================= + var queryResult = await asyncSession + .Query() + // Query for index-entries that contain "black" + .Where(x => x.Color == "black") + .FirstOrDefaultAsync(); + + // Get total sales for black TShirts + var blackShirtsSales = queryResult?.TotalSales ?? 0; + #endregion + } + + using (var session = store.OpenSession()) + { + #region fanout_index_query_6 + // Query the fanout index: + // ======================= + var queryResult = session.Advanced + .DocumentQuery() + // Query for index-entries that contain "black" + .WhereEquals(x => x.Color, "black") + .FirstOrDefault(); + + // Get total sales for black TShirts + var blackShirtsSales = queryResult?.TotalSales ?? 0; + #endregion + } + + #region results_4 + // Query results: + // ============== + + // With the sample data used in this article, + // The total sales revenue from black TShirts sold (in all shops) is 490.0 + #endregion + } + } + } +} diff --git a/Documentation/5.2/Samples/csharp/Raven.Documentation.Samples/Indexes/JavaScript.cs b/Documentation/5.2/Samples/csharp/Raven.Documentation.Samples/Indexes/JavaScript.cs index d7e87fe669..4a4be1e661 100644 --- a/Documentation/5.2/Samples/csharp/Raven.Documentation.Samples/Indexes/JavaScript.cs +++ b/Documentation/5.2/Samples/csharp/Raven.Documentation.Samples/Indexes/JavaScript.cs @@ -1,9 +1,6 @@ using System; using System.Collections.Generic; -using System.Linq; -using Raven.Client.Documents; using Raven.Client.Documents.Indexes; -using Raven.Documentation.Samples.Orders; namespace Raven.Documentation.Samples.Indexes { @@ -349,28 +346,6 @@ public Product_Sales_ByMonth() } #endregion - #region fanout_index_def_1 - public class Orders_ByProduct : AbstractJavaScriptIndexCreationTask - { - public Orders_ByProduct() - { - Maps = new HashSet - { - @"map('Orders', function (order){ - var res = []; - order.Lines.forEach(l => { - res.push({ - Product: l.Product, - ProductName: l.ProductName - }) - }); - return res; - })", - }; - } - } - #endregion - #region static_sorting2 private class Products_ByName : AbstractJavaScriptIndexCreationTask { diff --git a/Documentation/5.2/Samples/java/src/test/java/net/ravendb/Indexes/FanoutIndexes.java b/Documentation/5.2/Samples/java/src/test/java/net/ravendb/Indexes/FanoutIndexes.java new file mode 100644 index 0000000000..f31209e1a8 --- /dev/null +++ b/Documentation/5.2/Samples/java/src/test/java/net/ravendb/Indexes/FanoutIndexes.java @@ -0,0 +1,39 @@ +package net.ravendb.Indexes; + +import net.ravendb.client.documents.indexes.AbstractIndexCreationTask; + +public class FanoutIndexes { + + private static class Order { + } + + + //region fanout_index_def_1 + public static class Orders_ByProduct extends AbstractIndexCreationTask { + public Orders_ByProduct() { + map = "docs.Orders.SelectMany(order => order.Lines, (order, orderLine) => new { " + + " Product = orderLine.Product, " + + " ProductName = orderLine.ProductName " + + "})"; + } + } + //endregion + + //region fanout_index_def_2 + public static class Product_Sales extends AbstractIndexCreationTask { + public Product_Sales() { + map = "docs.Orders.SelectMany(order => order.Lines, (order, line) => new { " + + " Product = line.Product, " + + " Count = 1, " + + " Total = (((decimal) line.Quantity) * line.PricePerUnit) * (1M - line.Discount) " + + "})"; + + reduce = "results.GroupBy(result => result.Product).Select(g => new {\n" + + " Product = g.Key,\n" + + " Count = Enumerable.Sum(g, x => ((int) x.Count)),\n" + + " Total = Enumerable.Sum(g, x0 => ((decimal) x0.Total))\n" + + "})"; + } + } + //endregion +} diff --git a/Documentation/5.3/Raven.Documentation.Pages/indexes/.docs.json b/Documentation/5.3/Raven.Documentation.Pages/indexes/.docs.json index 262fb4e11f..811756b348 100644 --- a/Documentation/5.3/Raven.Documentation.Pages/indexes/.docs.json +++ b/Documentation/5.3/Raven.Documentation.Pages/indexes/.docs.json @@ -78,12 +78,6 @@ } ] }, - { - "Path": "fanout-indexes.markdown", - "Name": "Fanout Indexes", - "DiscussionId": "8dd0873a-83c2-4148-8710-b15951047700", - "Mappings": [] - }, { "Path": "sorting-and-collation.markdown", "Name": "Sorting & Collation", @@ -110,6 +104,12 @@ } ] }, + { + "Path": "indexing-nested-data.markdown", + "Name": "Indexing Nested Data", + "DiscussionId": "8dd0873a-83c2-4148-8710-b15951047700", + "Mappings": [] + }, { "Path": "indexing-hierarchical-data.markdown", "Name": "Indexing Hierarchical Data", diff --git a/Documentation/5.4/Raven.Documentation.Pages/indexes/.docs.json b/Documentation/5.4/Raven.Documentation.Pages/indexes/.docs.json index 7cdb0fb2d7..cf64def30d 100644 --- a/Documentation/5.4/Raven.Documentation.Pages/indexes/.docs.json +++ b/Documentation/5.4/Raven.Documentation.Pages/indexes/.docs.json @@ -78,12 +78,6 @@ } ] }, - { - "Path": "fanout-indexes.markdown", - "Name": "Fanout Indexes", - "DiscussionId": "8dd0873a-83c2-4148-8710-b15951047700", - "Mappings": [] - }, { "Path": "sorting-and-collation.markdown", "Name": "Sorting & Collation", @@ -110,6 +104,12 @@ } ] }, + { + "Path": "indexing-nested-data.markdown", + "Name": "Indexing Nested Data", + "DiscussionId": "8dd0873a-83c2-4148-8710-b15951047700", + "Mappings": [] + }, { "Path": "indexing-hierarchical-data.markdown", "Name": "Indexing Hierarchical Data", diff --git a/Documentation/6.0/Raven.Documentation.Pages/indexes/.docs.json b/Documentation/6.0/Raven.Documentation.Pages/indexes/.docs.json index 7cdb0fb2d7..cf64def30d 100644 --- a/Documentation/6.0/Raven.Documentation.Pages/indexes/.docs.json +++ b/Documentation/6.0/Raven.Documentation.Pages/indexes/.docs.json @@ -78,12 +78,6 @@ } ] }, - { - "Path": "fanout-indexes.markdown", - "Name": "Fanout Indexes", - "DiscussionId": "8dd0873a-83c2-4148-8710-b15951047700", - "Mappings": [] - }, { "Path": "sorting-and-collation.markdown", "Name": "Sorting & Collation", @@ -110,6 +104,12 @@ } ] }, + { + "Path": "indexing-nested-data.markdown", + "Name": "Indexing Nested Data", + "DiscussionId": "8dd0873a-83c2-4148-8710-b15951047700", + "Mappings": [] + }, { "Path": "indexing-hierarchical-data.markdown", "Name": "Indexing Hierarchical Data", From e1777f5c0ee7513bf781b824255a63eb6806bb37 Mon Sep 17 00:00:00 2001 From: danielle9897 Date: Wed, 15 Nov 2023 18:21:31 +0200 Subject: [PATCH 2/3] RDoc-2478 Indexes > Fanout Indexes - Part 2 --- .../indexing-nested-data.dotnet.markdown | 21 +- .../indexes/indexing-nested-data.js.markdown | 219 ++++++++++++++++++ .../Indexes/IndexingNestedData.cs | 15 +- .../nodejs/indexes/indexingNestedData.js | 212 +++++++++++++++++ 4 files changed, 449 insertions(+), 18 deletions(-) create mode 100644 Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.js.markdown create mode 100644 Documentation/5.2/Samples/nodejs/indexes/indexingNestedData.js diff --git a/Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.dotnet.markdown b/Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.dotnet.markdown index 0322d4e6e1..8b02852f48 100644 --- a/Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.dotnet.markdown +++ b/Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.dotnet.markdown @@ -1,5 +1,3 @@ -[//]: # (# Fanout Indexes) - # Indexing Nested data --- @@ -33,7 +31,7 @@ {PANEL: Sample data} -* The examples in this article are based on the following __Class__ and __Sample Data__: +* The examples in this article are based on the following __Classes__ and __Sample Data__: {CODE-TABS} {CODE-TAB:csharp:Class online_shop_class@Indexes\IndexingNestedData.cs /} @@ -89,7 +87,8 @@ where Colors == "red" * This type of index structure is effective for retrieving documents when filtering the query by any of the inner nested values that were indexed. * However, due to the way the index-entries are generated, this index __cannot__ provide results for a query searching for documents that contain - specific sub-objects which satisfy some AND condition. For example: + specific sub-objects which satisfy some `AND` condition. + For example: {CODE results_2@Indexes\IndexingNestedData.cs /} @@ -183,16 +182,18 @@ where Color == "black" This increased workload can lead to higher CPU and memory utilization, potentially causing a decline in the overall performance of the index. * When the number of index-entries generated from a single document exceeds a configurable limit, - RavenDB will issue a "__High indexing fanout ratio__" alert through the Studio notification center. + RavenDB will issue a __High indexing fanout ratio__ alert in the Studio notification center. * You can control when this performance hint is created by setting the - [PerformanceHints.Indexing.MaxIndexOutputsPerDocument](../server/configuration/performance-hints-configuration#performancehints.indexing.maxindexoutputsperdocument) configuration key (default: 1024). + [PerformanceHints.Indexing.MaxIndexOutputsPerDocument](../server/configuration/performance-hints-configuration#performancehints.indexing.maxindexoutputsperdocument) configuration key + (default is 1024). -* The following notification will show in the notification area: +* So, for example, adding another OnlineShop document with a `tShirt` object containing 1025 items + will trigger the following alert: ![Figure 1. High indexing fanout ratio notification](images/fanout-index-performance-hint-1.png "High indexing fanout ratio notification") -* Clicking the 'Details' button will show the following info: +* Clicking the 'Details' button will show the following info: ![Figure 2. Fanout index, performance hint details](images/fanout-index-performance-hint-2.png "Fanout index, performance hint details") @@ -207,13 +208,13 @@ where Color == "black" as can be seen in the above [index-entries](../indexes/indexing-nested-data#fanoutMapIndexIndexEntries) example. * When making a fanout index query that should return full documents (without projecting results), - then in this case, the `totalResults` variable (available via the `QueryStatistics` object) will contain + then in this case, the `TotalResults` property (available via the `QueryStatistics` object) will contain the total number of index-entries and Not the total number of resulting documents. * __To overcome this when paging results__, you must take into account the number of "duplicate" index-entries that are skipped internally by the server when serving the resulting documents. -* Please refer to [paging through tampered results](../indexes/querying/paging#paging-through-tampered-results) for further explanations and examples. +* Please refer to [paging through tampered results](../indexes/querying/paging#paging-through-tampered-results) for further explanation and examples. {NOTE/} diff --git a/Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.js.markdown b/Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.js.markdown new file mode 100644 index 0000000000..6b836bc4b7 --- /dev/null +++ b/Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.js.markdown @@ -0,0 +1,219 @@ +# Indexing Nested data + +--- + +{NOTE: } + +* JSON documents can have nested structures, where one document contains other objects or arrays of objects. + +* Use a static-index to facilitate querying for documents based on the nested data. + +* In this page: + + * [Sample data](../indexes/indexing-nested-data#sample-data) + + * [Simple index - SINGLE index-entry per document](../indexes/indexing-nested-data#simple-index---single-index-entry-per-document) + * [The index](../indexes/indexing-nested-data#theIndex) + * [The index-entries](../indexes/indexing-nested-data#theIndexEntries) + * [Querying the index](../indexes/indexing-nested-data#queryingTheIndex) + * [When to use](../indexes/indexing-nested-data#whenToUse) + + * [Fanout index - MULTIPLE index-entries per document](../indexes/indexing-nested-data#fanout-index---multiple-index-entries-per-document) + * [What is a fanout index](../indexes/indexing-nested-data#whatIsFanoutIndex) + * [Fanout index - Map index example](../indexes/indexing-nested-data#fanoutMapIndex) + * [Fanout index - Map-Reduce index example](../indexes/indexing-nested-data#fanoutMapReduceIndex) + * [Performance hints](../indexes/indexing-nested-data#performanceHints) + * [Paging](../indexes/indexing-nested-data#paging) + +{NOTE/} + +--- + +{PANEL: Sample data} + +* The examples in this article are based on the following __Classes__ and __Sample Data__: + +{CODE-TABS} +{CODE-TAB:nodejs:Class online_shop_class@Indexes\indexingNestedData.js /} +{CODE-TAB:nodejs:Sample_data sample_data@Indexes\indexingNestedData.js /} +{CODE-TABS/} + +{PANEL/} + +{PANEL: Simple index - Single index-entry per document} + + + __The index__: + +{CODE:nodejs simple_index@Indexes\indexingNestedData.js /} + +--- + + __The index-entries__: + +![Simple - index-entries](images/indexing-nested-data-1.png "A single index-entry per document") + +1. The index-entries content is visible from the Studio [Query view](../studio/database/queries/query-view). + +2. Check option: _Show raw index-entries instead of Matching documents_. + +3. Each row represents an __index-entry__. + The index has a single index-entry per document (3 entries in this example). + +4. The index-field contains a collection of ALL nested values from the document. + e.g. The third __index-entry__ has the following values in the _Colors_ __index-field__: + `{"black", "blue", "red"}` + +--- + + __Querying the index__: + +{CODE-TABS} +{CODE-TAB:nodejs:Query simple_index_query_1@Indexes\indexingNestedData.js /} +{CODE-TAB-BLOCK:sql:RQL} +from index "Shops/ByTShirt/Simple" +where colors == "red" +{CODE-TAB-BLOCK/} +{CODE-TABS/} + +{CODE:nodejs results_1@Indexes\indexingNestedData.js /} + +--- + + __When to use__: + +* This type of index structure is effective for retrieving documents when filtering the query by any of the inner nested values that were indexed. + +* However, due to the way the index-entries are generated, this index __cannot__ provide results for a query searching for documents that contain + specific sub-objects which satisfy some `AND` condition. + For example: + + {CODE:nodejs results_2@Indexes\indexingNestedData.js /} + +* To address this, you must use a __Fanout index__ - as described below. + +{PANEL/} + +{PANEL: Fanout index - Multiple index-entries per document} + +{NOTE: } + + __What is a Fanout index__: + +* A fanout index is an index that outputs multiple index-entries per document. + A separate index-entry is created for each nested sub-object from the document. + +* The fanout index is useful when you need to retrieve documents matching query criteria + that search for specific sub-objects that comply with some logical conditions. + +{NOTE/} + +{NOTE: } + + __Fanout index - Map index example__: + +{CODE:nodejs fanout_index_1@Indexes\indexingNestedData.js /} + +{CODE-TABS} +{CODE-TAB:nodejs:Query fanout_index_query_1@Indexes\indexingNestedData.js /} +{CODE-TAB-BLOCK:sql:RQL} +from index "Shops/ByTShirt/Fanout" +where color == "red" and size == "M" +{CODE-TAB-BLOCK/} +{CODE-TABS/} + +{CODE:nodejs results_3@Indexes\indexingNestedData.js /} + +--- + + __The index-entries__: + +![Fanout - index-entries](images/indexing-nested-data-2.png "Multiple index-entries per document") + +1. The index-entries content is visible from the Studio [Query view](../studio/database/queries/query-view). + +2. Check option: _Show raw index-entries instead of Matching documents_. + +3. Each row represents an __index-entry__. + Each index-entry corresponds to an inner item in the TShirt list. + +4. In this example, the total number of index-entries is __12__, + which is the total number of inner items in the TShirt list in all __3__ documents in the collection. + +{NOTE/} + +{NOTE: } + + __Fanout index - Map-Reduce index example__: + +* The fanout index concept applies to map-reduce indexes as well: + +{CODE:nodejs fanout_index_2@Indexes\indexingNestedData.js /} + +{CODE-TABS} +{CODE-TAB:nodejs:Query fanout_index_query_2@Indexes\indexingNestedData.js /} +{CODE-TAB-BLOCK:sql:RQL} +from index "Sales/ByTShirtColor/Fanout" +where Color == "black" +{CODE-TAB-BLOCK/} +{CODE-TABS/} + +{CODE:nodejs results_4@Indexes\indexingNestedData.js /} + +{NOTE/} + +{NOTE: } + + __Fanout index - Performance hints__: + +* Fanout indexes are typically more resource-intensive than other indexes as RavenDB has to index a large number of index-entries. + This increased workload can lead to higher CPU and memory utilization, potentially causing a decline in the overall performance of the index. + +* When the number of index-entries generated from a single document exceeds a configurable limit, + RavenDB will issue a __High indexing fanout ratio__ alert in the Studio notification center. + +* You can control when this performance hint is created by setting the + [PerformanceHints.Indexing.MaxIndexOutputsPerDocument](../server/configuration/performance-hints-configuration#performancehints.indexing.maxindexoutputsperdocument) configuration key + (default is 1024). + +* So, for example, adding another OnlineShop document with a `tShirt` object containing 1025 items + will trigger the following alert: + + ![Figure 1. High indexing fanout ratio notification](images/fanout-index-performance-hint-1.png "High indexing fanout ratio notification") + +* Clicking the 'Details' button will show the following info: + + ![Figure 2. Fanout index, performance hint details](images/fanout-index-performance-hint-2.png "Fanout index, performance hint details") + +{NOTE/} + +{NOTE: } + + __Fanout index - Paging__: + +* A fanout index has more index-entries than the number of documents in the collection indexed. + Multiple index-entries "point" to the same document from which they originated, + as can be seen in the above [index-entries](../indexes/indexing-nested-data#fanoutMapIndexIndexEntries) example. + +* When making a fanout index query that should return full documents (without projecting results), + then in this case, the `totalResults` property (available when calling the query `statistics()` method) + will contain the total number of index-entries and Not the total number of resulting documents. + +* __To overcome this when paging results__, you must take into account the number of "duplicate" + index-entries that are skipped internally by the server when serving the resulting documents. + +* Please refer to [paging through tampered results](../indexes/querying/paging#paging-through-tampered-results) for further explanation and examples. + +{NOTE/} + +{PANEL/} + +## Related articles + +### Indexes + +- [What are Indexes](../indexes/what-are-indexes) + +### Querying + +- [Intersect queries](../indexes/querying/intersection) diff --git a/Documentation/5.2/Samples/csharp/Raven.Documentation.Samples/Indexes/IndexingNestedData.cs b/Documentation/5.2/Samples/csharp/Raven.Documentation.Samples/Indexes/IndexingNestedData.cs index 78dc3c1986..a31b87aefb 100644 --- a/Documentation/5.2/Samples/csharp/Raven.Documentation.Samples/Indexes/IndexingNestedData.cs +++ b/Documentation/5.2/Samples/csharp/Raven.Documentation.Samples/Indexes/IndexingNestedData.cs @@ -42,8 +42,7 @@ public Shops_ByTShirt_Simple() // Creating a SINGLE index-entry per document: select new IndexEntry { - // Each index-field will hold a collection - // of ALL matching nested values from the document + // Each index-field will hold a collection of nested values from the document Colors = shop.TShirts.Select(x => x.Color), Sizes = shop.TShirts.Select(x => x.Size), Logos = shop.TShirts.Select(x => x.Logo) @@ -92,8 +91,8 @@ public class IndexEntry { // The index-fields: public string Color { get; set; } - public int Count { get; set; } - public decimal TotalSales; + public int ItemsSold { get; set; } + public decimal TotalSales { get; set; } } public Sales_ByTShirtColor_Fanout() @@ -106,8 +105,8 @@ from shirt in shop.TShirts select new IndexEntry { Color = shirt.Color, - TotalSales = shirt.Price * shirt.Sold, - Count = 1 + ItemsSold = shirt.Sold, + TotalSales = shirt.Price * shirt.Sold }; Reduce = results => from result in results @@ -117,8 +116,8 @@ into g { // Calculate sales per color Color = g.Key, - TotalSales = g.Sum(x => x.TotalSales), - Count = g.Sum(x => x.Count) + ItemsSold = g.Sum(x => x.ItemsSold), + TotalSales = g.Sum(x => x.TotalSales) }; } } diff --git a/Documentation/5.2/Samples/nodejs/indexes/indexingNestedData.js b/Documentation/5.2/Samples/nodejs/indexes/indexingNestedData.js new file mode 100644 index 0000000000..3be66fbf1d --- /dev/null +++ b/Documentation/5.2/Samples/nodejs/indexes/indexingNestedData.js @@ -0,0 +1,212 @@ +import { DocumentStore, AbstractJavaScriptIndexCreationTask } from "ravendb"; +import assert from "assert"; + +const store = new DocumentStore(); +const session = store.openSession(); + +{ + //region online_shop_class + class OnlineShop { + constructor( + shopName = '', + email = '', + tShirts = {} // Will contain the nested data + ) { + Object.assign(this, { shopName, email, tShirts }); + } + } + + class TShirt { + constructor( + color = '', + size = '', + logo = '', + price = 0, + sold = 0 + ) { + Object.assign(this, { color, size, logo, price, sold }); + } + } + //endregion + +//region simple_index + class Shops_ByTShirt_Simple extends AbstractJavaScriptIndexCreationTask { + constructor () { + super(); + + // Creating a SINGLE index-entry per document: + this.map("OnlineShops", shop => { + return { + // Each index-field will hold a collection of nested values from the document + colors: shop.tShirts.map(x => x.color), + sizes: shop.tShirts.map(x => x.size), + logos: shop.tShirts.map(x => x.logo) + }; + }); + } + } +//endregion + + //region fanout_index_1 + // A fanout map-index: + // =================== + class Shops_ByTShirt_Fanout extends AbstractJavaScriptIndexCreationTask { + constructor () { + super(); + + // Creating MULTIPLE index-entries per document, + // an index-entry for each sub-object in the tShirts list + this.map("OnlineShops", shop => { + return shop.tShirts.map(shirt => { + return { + color: shirt.color, + size: shirt.size, + logo: shirt.logo + }; + }); + }); + } + } + //endregion + + //region fanout_index_2 + // A fanout map-reduce index: + // ========================== + class Sales_ByTShirtColor_Fanout extends AbstractJavaScriptIndexCreationTask { + constructor () { + super(); + + this.map("OnlineShops", shop => { + return shop.tShirts.map(shirt => { + return { + // Define the index-fields: + color: shirt.color, + itemsSold: shirt.sold, + totalSales: shirt.price * shirt.sold + }; + }); + }); + + this.reduce(results => results + .groupBy(shirt => shirt.color) + .aggregate(g => { + return { + // Calculate sales per color + color: g.key, + itemsSold: g.values.reduce((p, c) => p + c.itemsSold, 0), + totalSales: g.values.reduce((p, c) => p + c.totalSales, 0), + } + })); + } + } + //endregion + + async function indexingNestedData() { + + //region sample_data + // Creating sample data for the examples in this article: + // ====================================================== + + const bulkInsert = store.bulkInsert(); + + const onlineShops = [ + new OnlineShop("Shop1", "sales@shop1.com", [ + new TShirt("Red", "S", "Bytes and Beyond", 25, 2), + new TShirt("Red", "M", "Bytes and Beyond", 25, 4), + new TShirt("Blue", "M", "Query Everything", 28, 5), + new TShirt("Green", "L", "Data Driver", 30, 3) + ]), + new OnlineShop("Shop2", "sales@shop2.com", [ + new TShirt("Blue", "S", "Coffee, Code, Repeat", 22, 12), + new TShirt("Blue", "M", "Coffee, Code, Repeat", 22, 7), + new TShirt("Green", "M", "Big Data Dreamer", 25, 9), + new TShirt("Black", "L", "Data Mining Expert", 20, 11) + ]), + new OnlineShop("Shop3", "sales@shop3.com", [ + new TShirt("Red", "S", "Bytes of Wisdom", 18, 2), + new TShirt("Blue", "M", "Data Geek", 20, 6), + new TShirt("Black", "L", "Data Revolution", 15, 8), + new TShirt("Black", "XL", "Data Revolution", 15, 10) + ]) + ]; + + for (const shop of onlineShops ) { + await bulkInsert.store(shop); + } + + await bulkInsert.finish(); + //endregion + + //region simple_index_query_1 + // Query for all shop documents that have a red TShirt + const results = await session + .query({ indexName: "Shops/ByTShirt/Simple" }) + // Filter query results by a nested value + .containsAny("colors", ["red"]) + .all(); + //endregion + + //region results_1 + // Results will include the following shop documents: + // ================================================== + // * Shop1 + // * Shop3 + //endregion + + //region results_2 + // You want to query for shops containing "Large Green TShirts", + // aiming to get only "Shop1" as a result since it has such a combination, + // so you attempt this query: + const greenAndLarge = await session + .query({ indexName: "Shops/ByTShirt/Simple" }) + .containsAny("colors", ["green"]) + .andAlso() + .containsAny("sizes", ["L"]) + .all(); + + // But, the results of this query will include BOTH "Shop1" & "Shop2" + // since the index-entries do not keep the original sub-objects structure. + //endregion + + //region fanout_index_query_1 + // Query the fanout index: + // ======================= + const shopsThatHaveMediumRedShirts = await session + .query({ indexName: "Shops/ByTShirt/Fanout" }) + // Query for documents that have a "Medium Red TShirt" + .whereEquals("color", "red") + .andAlso() + .whereEquals("size", "M") + .all(); + //endregion + + //region results_3 + // Query results: + // ============== + + // Only the 'Shop1' document will be returned, + // since it is the only document that has the requested combination within the tShirt list. + //endregion + + //region fanout_index_query_2 + // Query the fanout index: + // ======================= + const queryResult = await session + .query({ indexName: "Sales/ByTShirtColor/Fanout" }) + // Query for index-entries that contain "black" + .whereEquals("color", "black") + .firstOrNull(); + + // Get total sales for black TShirts + const blackShirtsSales = queryResult?.totalSales ?? 0; + //endregion + + //region results_4 + // Query results: + // ============== + + // With the sample data used in this article, + // The total sales revenue from black TShirts sold (in all shops) is 490 + //endregion + } +} From 5dfb3ccf76e41ae8ff2bc8b7d457b3c3e35dfb3f Mon Sep 17 00:00:00 2001 From: danielle9897 Date: Wed, 15 Nov 2023 20:33:02 +0200 Subject: [PATCH 3/3] RDoc-2478 small fix --- .../indexes/indexing-nested-data.js.markdown | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.js.markdown b/Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.js.markdown index 6b836bc4b7..2b3be44e74 100644 --- a/Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.js.markdown +++ b/Documentation/5.2/Raven.Documentation.Pages/indexes/indexing-nested-data.js.markdown @@ -154,7 +154,7 @@ where color == "red" and size == "M" {CODE-TAB:nodejs:Query fanout_index_query_2@Indexes\indexingNestedData.js /} {CODE-TAB-BLOCK:sql:RQL} from index "Sales/ByTShirtColor/Fanout" -where Color == "black" +where color == "black" {CODE-TAB-BLOCK/} {CODE-TABS/}