Restructuring and version for Data Platform

site/content/_index.md

@@ -62,7 +62,7 @@ data management, monitoring, and automation.
 
 ### Graph Queries
 
-Utilizing connected data starts with running simple [graph queries](arangodb/3.12/aql/graphs/_index.md).
+Utilizing connected data starts with running simple [graph queries](arangodb/3.12/aql/graph-queries/_index.md).
 Using ArangoDB and its query language, you can determine the shortest paths between nodes as well as execute graph traversals. A traversal starts at a
 given node of a graph and follows the directly connected edges. The edges indicate
 what the next connected nodes are, and this discovery of neighbors can repeat.

site/content/ai-suite/_index.md

@@ -43,5 +43,5 @@ Alongside these components, you also get the following additional features:
 ## Sample datasets
 
 If you want to try out ArangoDB's data science features, you may use the
-[`arango-datasets` Python package](../arangodb/3.12/components/tools/arango-datasets.md)
+[`arango-datasets` Python package](../ecosystem/arango-datasets.md)
 to load sample datasets into a deployment.

site/content/ai-suite/graphml/notebooks-api.md

@@ -79,7 +79,7 @@ news sources, and locations are interconnected into a large graph.
 
 ![Example Event](../../images/ArangoML_open_intelligence_visualization.png)
 
-The [`arango-datasets`](../../arangodb/3.12/components/tools/arango-datasets.md) Python package
+The [`arango-datasets`](../../ecosystem/arango-datasets.md) Python package
 allows you to load pre-defined datasets into Arango Data Platform. It comes pre-installed in the
 GraphML notebook environment.
 

site/content/arangodb/3.10/develop/integrations/spring-data-arangodb/reference-version-3/_index.md

@@ -1,5 +1,5 @@
 ---
-title: Spring Data ArangoDB - Reference (version 3)
+title: Spring Data ArangoDB - Reference (v3.0)
 menuTitle: Reference version 3
 weight: 6
 description: ''

site/content/arangodb/3.11/about/features/community-edition.md

@@ -117,23 +117,23 @@ see [arangodb.com/community-server/](https://www.arangodb.com/community-server/)
   match up documents from different collections, allowing normalized data models.
 
 - **Advanced Path-Finding with Multiple Algorithms**:
-  Graphs can be [traversed](../../aql/graphs/traversals-explained.md) with AQL to
+  Graphs can be [traversed](../../aql/graph-queries/traversals-explained.md) with AQL to
   retrieve direct and indirect neighbor nodes using a fixed or variable depth.
-  The [traversal order](../../aql/graphs/traversals.md) can be
+  The [traversal order](../../aql/graph-queries/traversals.md) can be
   depth-first, breadth-first, or in order of increasing edge weights
   ("Weighted Traversals"). Stop conditions for pruning paths are supported.
-  Traversal algorithms to get a [shortest path](../../aql/graphs/shortest-path.md),
-  [all shortest paths](../../aql/graphs/all-shortest-paths.md), paths in order of
-  increasing length ("[k Shortest Paths](../../aql/graphs/k-shortest-paths.md)"),
+  Traversal algorithms to get a [shortest path](../../aql/graph-queries/shortest-path.md),
+  [all shortest paths](../../aql/graph-queries/all-shortest-paths.md), paths in order of
+  increasing length ("[k Shortest Paths](../../aql/graph-queries/k-shortest-paths.md)"),
   and to enumerate all paths between two vertices
-  ("[k Paths](../../aql/graphs/k-paths.md)") are available, too.
+  ("[k Paths](../../aql/graph-queries/k-paths.md)") are available, too.
 
 - [**Pregel**](../../data-science/pregel/_index.md):
   Iterative graph processing for single servers with pre-built algorithms like
   PageRank, Connected Components, and Label Propagation. Cluster support
   requires the Enterprise Edition.
 
-- [**ArangoSearch for Text Search and Ranking**](../../index-and-search/arangosearch/_index.md):
+- [**ArangoSearch for Text Search and Ranking**](../../indexes-and-search/arangosearch/_index.md):
   A built-in search engine for full-text, complex data structures, and more.
   Exact value matching, range queries, prefix matching, case-insensitive and
   accent-insensitive search. Token, phrase, wildcard, and fuzzy search support
@@ -185,34 +185,34 @@ see [arangodb.com/community-server/](https://www.arangodb.com/community-server/)
 
 ## Performance
 
-- [**Persistent Indexes**](../../index-and-search/indexing/basics.md#persistent-index):
+- [**Persistent Indexes**](../../indexes-and-search/indexing/basics.md#persistent-index):
   Indexes are stored on disk to enable fast server restarts. You can create
   secondary indexes over one or multiple fields, optionally with a uniqueness
   constraint. A "sparse" option to only index non-null values is also available.
   The elements of an array can be indexed individually.
 
-- [**Inverted indexes**](../../index-and-search/indexing/working-with-indexes/inverted-indexes.md):
+- [**Inverted indexes**](../../indexes-and-search/indexing/working-with-indexes/inverted-indexes.md):
   An eventually consistent index type that can accelerate a broad range of
   queries from simple to complex, including full-text search.
 
-- [**Vertex-centric Indexes**](../../index-and-search/indexing/basics.md#vertex-centric-indexes):
+- [**Vertex-centric Indexes**](../../indexes-and-search/indexing/basics.md#vertex-centric-indexes):
   Secondary indexes for more efficient graph traversals with filter conditions.
 
-- [**Time-to-Live (TTL) Indexes**](../../index-and-search/indexing/basics.md#ttl-time-to-live-index):
+- [**Time-to-Live (TTL) Indexes**](../../indexes-and-search/indexing/basics.md#ttl-time-to-live-index):
   Time-based removal of expired documents.
 
-- [**Geo-spatial Indexes**](../../index-and-search/indexing/basics.md#geo-index):
+- [**Geo-spatial Indexes**](../../indexes-and-search/indexing/basics.md#geo-index):
   Accelerated geo-spatial queries for locations and GeoJSON objects, based on
   the S2 library. <!-- TODO: list supported queries? Centroid-limitations? -->
   Support for composable, distance-based geo-queries ("geo cursors").
 
 {{% comment %}} Experimental feature
-- [**Multi-dimensional indexes**](../../index-and-search/indexing/working-with-indexes/multi-dimensional-indexes.md):
+- [**Multi-dimensional indexes**](../../indexes-and-search/indexing/working-with-indexes/multi-dimensional-indexes.md):
   An index type to efficiently intersect multiple range queries, like finding
   all appointments that intersect a time range.
 {{% /comment %}}
 
-- [**Background Indexing**](../../index-and-search/indexing/basics.md#creating-indexes-in-background):
+- [**Background Indexing**](../../indexes-and-search/indexing/basics.md#creating-indexes-in-background):
   Indexes can be created in the background to not block queries in the meantime.
 
 - [**Index cache refilling**](../../release-notes/version-3.11/whats-new-in-3-11.md#index-cache-refilling):

site/content/arangodb/3.11/about/features/enterprise-edition.md

@@ -54,11 +54,11 @@ features outlined below. For additional information, see
 - [**Parallel index creation**](../../release-notes/version-3.10/whats-new-in-3-10.md#parallel-index-creation-enterprise-edition):
   Non-unique indexes can be created with multiple threads in parallel.
 
-- [**`minhash` Analyzer**](../../index-and-search/analyzers.md#minhash):
+- [**`minhash` Analyzer**](../../indexes-and-search/analyzers.md#minhash):
   Jaccard similarity approximation for entity resolution, such as for finding
   duplicate records, based on how many elements they have in common
 
-- [**`geo_s2` Analyzer**](../../index-and-search/analyzers.md#geo_s2):
+- [**`geo_s2` Analyzer**](../../indexes-and-search/analyzers.md#geo_s2):
   Efficiently index geo-spatial data using different binary formats, tuning the
   size on disk, the precision, and query performance.
 
@@ -76,15 +76,15 @@ features outlined below. For additional information, see
 - [**Pregel in Cluster**](../../data-science/pregel/_index.md#prerequisites):
   Distributed iterative graph analytics for cluster deployments.
 
-- [**Search highlighting**](../../index-and-search/arangosearch/search-highlighting.md):
+- [**Search highlighting**](../../indexes-and-search/arangosearch/search-highlighting.md):
   Get the substring positions of matched terms, phrases, or _n_-grams.
 
-- [**Nested search**](../../index-and-search/arangosearch/nested-search.md):
+- [**Nested search**](../../indexes-and-search/arangosearch/nested-search.md):
   Match arrays of objects with all the conditions met by a single sub-object,
   and define for how many of the elements this must be true.
 
 {{% comment %}} Experimental feature
-- **[`classification`](../../index-and-search/analyzers.md#classification) and [`nearest_neighbors` Analyzers](../../index-and-search/analyzers.md#nearest_neighbors)**:
+- **[`classification`](../../indexes-and-search/analyzers.md#classification) and [`nearest_neighbors` Analyzers](../../indexes-and-search/analyzers.md#nearest_neighbors)**:
   Classification of text tokens and finding similar tokens using supervised
   fastText word embedding models.
 {{% /comment %}}

site/content/arangodb/3.11/about/features/highlights-by-version.md

@@ -28,7 +28,7 @@ aliases:
   stored values, primary sort columns, and primary key columns in memory to
   improve the performance of Views and inverted indexes.
 
-- [**`geo_s2` Analyzer**](../../index-and-search/analyzers.md#geo_s2):
+- [**`geo_s2` Analyzer**](../../indexes-and-search/analyzers.md#geo_s2):
   Efficiently index geo-spatial data using different binary formats, tuning the
   size on disk, the precision, and query performance.
 
@@ -46,7 +46,7 @@ Also see [What's New in 3.11](../../release-notes/version-3.11/whats-new-in-3-11
   Persistent document attributes that are generated when documents are created
   or modified, using an AQL expression.
 
-- [**Inverted indexes**](../../index-and-search/indexing/working-with-indexes/inverted-indexes.md):
+- [**Inverted indexes**](../../indexes-and-search/indexing/working-with-indexes/inverted-indexes.md):
   A new, eventually consistent index type that can accelerate a broad range of
   queries, providing similar search capabilities as `arangosearch` Views, but
   defined per collection and simpler to use.
@@ -57,28 +57,28 @@ Also see [What's New in 3.11](../../release-notes/version-3.11/whats-new-in-3-11
   alternative to `arangosearch` Views.
 
 - **Persistent indexes**:
-  An optional [**In-memory Cache**](../../index-and-search/indexing/working-with-indexes/persistent-indexes.md#caching-of-index-values)
-  for faster lookups and [**Stored Values**](../../index-and-search/indexing/working-with-indexes/persistent-indexes.md#storing-additional-values-in-indexes)
+  An optional [**In-memory Cache**](../../indexes-and-search/indexing/working-with-indexes/persistent-indexes.md#caching-of-index-values)
+  for faster lookups and [**Stored Values**](../../indexes-and-search/indexing/working-with-indexes/persistent-indexes.md#storing-additional-values-in-indexes)
   to let persistent indexes cover additional attributes of projections.
 
 - **AQL Graph Traversals**:
-  [All Shortest Paths](../../aql/graphs/all-shortest-paths.md) allows you to query
+  [All Shortest Paths](../../aql/graph-queries/all-shortest-paths.md) allows you to query
   for all paths of shortest length between two documents.
 
 **Enterprise Edition**
 
 - [**EnterpriseGraphs**](../../graphs/enterprisegraphs/_index.md): A new specialized version of
   SmartGraphs, with an automatic sharding key selection.
 
-- [**Search highlighting**](../../index-and-search/arangosearch/search-highlighting.md):
+- [**Search highlighting**](../../indexes-and-search/arangosearch/search-highlighting.md):
   Get the substring positions of matched terms, phrases, or _n_-grams.
 
-- [**Nested search**](../../index-and-search/arangosearch/nested-search.md):
+- [**Nested search**](../../indexes-and-search/arangosearch/nested-search.md):
   Match arrays of objects with all the conditions met by a single sub-object,
   and define for how many of the elements this must be true.
 
 - **ArangoSearch**:
-  New [`minhash` Analyzer](../../index-and-search/analyzers.md#minhash) for locality-sensitive hashing
+  New [`minhash` Analyzer](../../indexes-and-search/analyzers.md#minhash) for locality-sensitive hashing
   to approximate the Jaccard similarity, with inverted index and
   `arangosearch` View support that allows you to implement entity resolution.
 
@@ -101,9 +101,9 @@ Also see [What's New in 3.10](../../release-notes/version-3.10/whats-new-in-3-10
 **All Editions**
 
 - **ArangoSearch**:
-  New [**Segmentation Analyzer**](../../index-and-search/analyzers.md#segmentation)
+  New [**Segmentation Analyzer**](../../indexes-and-search/analyzers.md#segmentation)
   for language-agnostic tokenization of text.
-  A [**Collation Analyzer**](../../index-and-search/analyzers.md#collation)
+  A [**Collation Analyzer**](../../indexes-and-search/analyzers.md#collation)
   to honor the alphabetical order of the specified language in range queries.
 
 **Enterprise Edition**
@@ -125,16 +125,16 @@ Also see [What's New in 3.9](../../release-notes/version-3.9/whats-new-in-3-9.md
   match a given length.
 
 - **ArangoSearch**:
-  New [**Pipeline Analyzer**](../../index-and-search/analyzers.md#pipeline)
+  New [**Pipeline Analyzer**](../../indexes-and-search/analyzers.md#pipeline)
   that allows you to combine multiple Analyzers, enabling case-insensitive
   _n_-gram-based fuzzy search and more. New
-  [**AQL Analyzer**](../../index-and-search/analyzers.md#aql)
+  [**AQL Analyzer**](../../indexes-and-search/analyzers.md#aql)
   so that you can use an AQL query to pre-process and filter your data for
   indexing. Support for **geo-spatial queries** through new
-  [Geo](../../index-and-search/analyzers.md#geojson)
-  [Analyzers](../../index-and-search/analyzers.md#geopoint) and
+  [Geo](../../indexes-and-search/analyzers.md#geojson)
+  [Analyzers](../../indexes-and-search/analyzers.md#geopoint) and
   [ArangoSearch Geo functions](../../aql/functions/arangosearch.md#geo-functions).
-  A new [**Stop words Analyzer**](../../index-and-search/analyzers.md#stopwords) that
+  A new [**Stop words Analyzer**](../../indexes-and-search/analyzers.md#stopwords) that
   can be used standalone or in an Analyzer pipeline.
 
 - A [**`WINDOW` operation**](../../aql/high-level-operations/window.md) for aggregations over
@@ -243,24 +243,24 @@ Also see [What's New in 3.6](../../release-notes/version-3.6/whats-new-in-3-6.md
 
 - **ArangoSearch**:
   The search and ranking engine received an upgrade and now features
-  [Configurable Analyzers](../../index-and-search/analyzers.md),
-  [Sorted Views](../../index-and-search/arangosearch/performance.md#primary-sort-order)
+  [Configurable Analyzers](../../indexes-and-search/analyzers.md),
+  [Sorted Views](../../indexes-and-search/arangosearch/performance.md#primary-sort-order)
   and several improvements to the
   [AQL integration](../../release-notes/version-3.5/whats-new-in-3-5.md#arangosearch).
 
 - **AQL Graph Traversals**:
-  [k Shortest Paths](../../aql/graphs/k-shortest-paths.md) allows you to query not
+  [k Shortest Paths](../../aql/graph-queries/k-shortest-paths.md) allows you to query not
   just for one shortest path between two documents but multiple, sorted by
-  length or weight. With [PRUNE](../../aql/graphs/traversals.md#pruning) you can
+  length or weight. With [PRUNE](../../aql/graph-queries/traversals.md#pruning) you can
   stop walking down certain paths early in a graph traversal to improve its
   efficiency.
 
 - [**Stream Transaction API**](../../develop/http-api/transactions/stream-transactions.md):
   Perform multi-document transactions with individual begin and commit / abort
   commands using the new HTTP endpoints or via a supported driver.
 
-- [**Time-to-Live**](../../index-and-search/indexing/basics.md#ttl-time-to-live-index)
-  [**Indexes**](../../index-and-search/indexing/working-with-indexes/ttl-indexes.md):
+- [**Time-to-Live**](../../indexes-and-search/indexing/basics.md#ttl-time-to-live-index)
+  [**Indexes**](../../indexes-and-search/indexing/working-with-indexes/ttl-indexes.md):
   TTL indexes can be used to automatically remove documents in collections for
   use cases like expiring sessions or automatic purging of statistics or logs.
 
@@ -298,7 +298,7 @@ Also see [What's New in 3.5](../../release-notes/version-3.5/whats-new-in-3-5.md
 
 **All Editions**
 
-- [**ArangoSearch**](../../index-and-search/arangosearch/_index.md):
+- [**ArangoSearch**](../../indexes-and-search/arangosearch/_index.md):
   Search and similarity ranking engine integrated natively into ArangoDB and
   AQL. ArangoSearch combines Boolean retrieval capabilities with generalized
   ranking algorithms (BM25, TFDIF). Support of e.g. relevance-based searching,
@@ -308,7 +308,7 @@ Also see [What's New in 3.5](../../release-notes/version-3.5/whats-new-in-3-5.md
   English, German, French, Chinese, Spanish and many other language.
 
 - [**GeoJSON Support**](../../aql/functions/geo.md) and
-  [**S2 Geo Index**](../../index-and-search/indexing/working-with-indexes/geo-spatial-indexes.md): ArangoDB now supports all geo primitives.
+  [**S2 Geo Index**](../../indexes-and-search/indexing/working-with-indexes/geo-spatial-indexes.md): ArangoDB now supports all geo primitives.
   (Multi-)Point, (Multi-)LineStrings, (Multi-)Polygons or intersections can be
   defined and queried for. The Google S2 geo index is optimized for RocksDB and
   enables efficient querying. Geo query results are automatically visualized
@@ -403,7 +403,7 @@ Also see [What's New in 3.2](../../release-notes/version-3.2/whats-new-in-3-2.md
 
 **All Editions**
 
-- [**Vertex-centric indexes**](../../index-and-search/indexing/working-with-indexes/vertex-centric-indexes.md):
+- [**Vertex-centric indexes**](../../indexes-and-search/indexing/working-with-indexes/vertex-centric-indexes.md):
   AQL traversal queries can utilize secondary edge collection
   indexes for better performance against graphs with supernodes.
 
@@ -432,12 +432,12 @@ Also see [What's New in 3.1](../../release-notes/version-3.1/whats-new-in-3-1.md
   synchronous replication, master/master setup, shared nothing
   architecture, cluster management Agency.
 
-- Deeply integrated, native [**AQL graph traversal**](../../aql/graphs/_index.md)
+- Deeply integrated, native [**AQL graph traversal**](../../aql/graph-queries/_index.md)
 
 - [**VelocyPack**](https://github.com/arangodb/velocypack) as new internal
   binary storage format as well as for intermediate AQL values.
 
-- [**Persistent indexes**](../../index-and-search/indexing/working-with-indexes/persistent-indexes.md) via RocksDB suitable
+- [**Persistent indexes**](../../indexes-and-search/indexing/working-with-indexes/persistent-indexes.md) via RocksDB suitable
   for sorting and range queries.
 
 - [**Foxx 3.0**](../../develop/foxx-microservices/_index.md): overhauled JS framework for data-centric

site/content/arangodb/3.11/about/use-cases.md

@@ -148,7 +148,7 @@ It also features natural language processing (NLP) capabilities.
 and can classify or find similar terms using word embedding models.
 {{% /comment %}}
 
-For more information about the search engine, see [ArangoSearch](../index-and-search/arangosearch/_index.md).
+For more information about the search engine, see [ArangoSearch](../indexes-and-search/arangosearch/_index.md).
 
 ## ArangoDB for Machine Learning
 

site/content/arangodb/3.11/aql/examples-and-query-patterns/joins.md

@@ -431,7 +431,7 @@ arangosh> db.written.save("authors/2938210813",
 ```
 
 In order to get all books with their authors, you can use a
-[graph traversal](../graphs/traversals.md#working-with-collection-sets):
+[graph traversal](../graph-queries/traversals.md#working-with-collection-sets):
 
 ```js
 arangosh> db._query(

site/content/arangodb/3.11/aql/examples-and-query-patterns/traversals.md

@@ -7,7 +7,7 @@ description: >-
 ---
 ## Finding the start vertex via a geo query
 
-Our first example will locate the start vertex for a graph traversal via [a geo index](../../index-and-search/indexing/working-with-indexes/geo-spatial-indexes.md).
+Our first example will locate the start vertex for a graph traversal via [a geo index](../../indexes-and-search/indexing/working-with-indexes/geo-spatial-indexes.md).
 We use the [City Graph](../../graphs/example-graphs.md#city-graph) and its geo indexes:
 
 ![Cities Example Graph](../../../../images/cities_graph.png)