mirror of
https://github.com/open-metadata/OpenMetadata.git
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* Implement Modern Fluent API Pattern for OpenMetadata Java Client * Add Lineage, Bulk, Search static methods * Add all API support for Java & Python SDKs * Add Python SDKs and mock tests * Add Fluent APIs for sdks * Add Fluent APIs for sdks * Add Fluent APIs for sdks, support async import/export * Remove unnecessary scripts * fix py checkstyle * fix tests with new plural form sdks * Fix tests * remove examples from python sdk * remove examples from python sdk * Fix type check * Fix pyformat check * Fix pyformat check * fix python integration tests * fix pycheck and pytests * fix search api pycheck * fix pycheck * fix pycheck * fix pycheck * Fix test_sdk_integration * Improvements to SDK * Remove SDK coverage for Python 3.9 * Remove SDK coverage for Python 3.9 * Remove SDK coverage for Python 3.9
362 lines
9.3 KiB
Markdown
362 lines
9.3 KiB
Markdown
# OpenMetadata SDK
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A modern Java SDK for OpenMetadata that provides a fluent API for all operations.
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## Installation
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Add the OpenMetadata SDK to your project:
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```xml
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<dependency>
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<groupId>org.open-metadata</groupId>
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<artifactId>openmetadata-sdk</artifactId>
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<version>1.5.0-SNAPSHOT</version>
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</dependency>
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```
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## Quick Start
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### Initialize the SDK
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```java
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import org.openmetadata.sdk.config.OpenMetadataConfig;
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import org.openmetadata.sdk.client.OpenMetadataClient;
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import org.openmetadata.sdk.entities.*;
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import org.openmetadata.sdk.api.*;
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// Configure the client
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OpenMetadataConfig config = OpenMetadataConfig.builder()
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.serverUrl("http://localhost:8585")
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.apiKey("your-api-key")
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.build();
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// Initialize the client
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OpenMetadataClient.initialize(config);
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// Set default client for static APIs
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Table.setDefaultClient(OpenMetadataClient.getInstance());
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User.setDefaultClient(OpenMetadataClient.getInstance());
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Search.setDefaultClient(OpenMetadataClient.getInstance());
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Lineage.setDefaultClient(OpenMetadataClient.getInstance());
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Bulk.setDefaultClient(OpenMetadataClient.getInstance());
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```
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## Entity Operations
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### Tables
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```java
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// Create a table
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CreateTable request = new CreateTable()
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.withName("my_table")
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.withDatabase("my_database")
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.withColumns(columns);
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Table table = Table.create(request);
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// Retrieve a table by ID
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Table table = Table.retrieve("table-id");
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// Retrieve by fully qualified name with specific fields
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Table table = Table.retrieveByName(
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"service.database.schema.table",
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"owners,tags,columns"
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);
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// List tables with pagination
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for (Table table : Table.list().autoPagingIterable()) {
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System.out.println(table.getName());
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}
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// List with filters
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TableListParams params = TableListParams.builder()
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.limit(50)
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.database("my_database")
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.fields("owners,tags")
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.build();
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TableCollection tables = Table.list(params);
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// Update a table
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table.setDescription("Updated description");
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Table updated = table.save();
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// Delete a table
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Table.delete("table-id");
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// Delete with options
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Table.delete("table-id", true, true); // recursive, hardDelete
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// Export/Import CSV
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String csv = Table.exportCsv("table-name");
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Table.importCsv("table-name", csvData);
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```
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### Users
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```java
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// Create a user
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CreateUser request = new CreateUser()
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.withName("john.doe")
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.withEmail("john@example.com")
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.withIsAdmin(false);
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User user = User.create(request);
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// Retrieve a user
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User user = User.retrieve("user-id");
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User user = User.retrieveByName("john.doe", "teams,roles");
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// List users
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for (User user : User.list().autoPagingIterable()) {
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System.out.println(user.getEmail());
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}
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// Update a user
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user.setDisplayName("John Doe");
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User updated = user.save();
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// Delete a user
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User.delete("user-id");
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```
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### All Entity Types Supported
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The SDK provides the same fluent API for all 40+ OpenMetadata entity types:
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- **Data Assets**: Table, Database, DatabaseSchema, Dashboard, Pipeline, Topic, Container, Query, StoredProcedure, DashboardDataModel, SearchIndex, MlModel, Report
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- **Services**: DatabaseService, MessagingService, DashboardService, PipelineService, MlModelService, StorageService, SearchService, MetadataService, ApiService
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- **Teams & Users**: User, Team, Role, Policy
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- **Governance**: Glossary, GlossaryTerm, Classification, Tag, DataProduct, Domain
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- **Quality**: TestCase, TestSuite, TestDefinition, DataQualityDashboard
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- **Ingestion**: Ingestion, Workflow, Connection
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- **Other**: Type, Webhook, Kpi, Application, Persona, DocStore, Page, SearchQuery
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## Search Operations
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```java
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// Simple search
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String results = Search.search("customer");
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// Search with index
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String results = Search.search("customer", "table_search_index");
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// Advanced search with pagination and sorting
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String results = Search.search(
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"customer",
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"table_search_index",
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0, 100,
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"name.keyword", "asc"
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);
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// Suggestions
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String suggestions = Search.suggest("cust");
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String suggestions = Search.suggest("cust", "table_search_index", 10);
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// Aggregations
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String aggregations = Search.aggregate("type:Table", "table_search_index", "database");
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// Advanced search with custom request
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Map<String, Object> searchRequest = Map.of(
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"query", Map.of("match", Map.of("name", "customer")),
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"size", 50
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);
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String results = Search.searchAdvanced(searchRequest);
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// Reindex operations
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Search.reindex("table");
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Search.reindexAll();
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// Using the builder
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String results = Search.builder()
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.query("customer")
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.index("table_search_index")
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.from(0)
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.size(100)
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.sortField("name.keyword")
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.sortOrder("asc")
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.execute();
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```
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## Lineage Operations
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```java
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// Get lineage for an entity
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String lineage = Lineage.getLineage("entity-fqn");
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// Get lineage with depth control
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String lineage = Lineage.getLineage("entity-fqn", "3", "2");
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// Get entity lineage by type and ID
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String lineage = Lineage.getEntityLineage("table", "entity-id");
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String lineage = Lineage.getEntityLineage("table", "entity-id", "3", "2");
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// Add lineage relationship
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Lineage.addLineage(
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"source-entity-id", "table",
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"target-entity-id", "dashboard"
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);
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// Delete lineage
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Lineage.deleteLineage("from-entity", "to-entity");
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// Export lineage
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String export = Lineage.exportLineage("table", "entity-id");
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// Using the builder
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String lineage = Lineage.builder()
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.entityType("table")
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.entityId("entity-id")
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.upstreamDepth(3)
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.downstreamDepth(2)
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.execute();
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```
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## Bulk Operations
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```java
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// Bulk create entities
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List<Object> entities = Arrays.asList(entity1, entity2, entity3);
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String result = Bulk.create("table", entities);
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// Bulk update entities
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List<Object> updates = Arrays.asList(updatedEntity1, updatedEntity2);
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String result = Bulk.update("table", updates);
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// Bulk delete entities
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List<String> ids = Arrays.asList("id1", "id2", "id3");
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String result = Bulk.delete("table", ids);
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// Bulk add tags
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List<String> entityIds = Arrays.asList("id1", "id2");
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List<String> tags = Arrays.asList("tag1", "tag2");
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Bulk.addTags("table", entityIds, tags);
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// Bulk remove tags
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Bulk.removeTags("table", entityIds, tags);
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// Get operation status
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String status = Bulk.getOperationStatus("operation-id");
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// Using the builder
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String result = Bulk.builder()
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.entityType("table")
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.entities(entities)
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.forCreate()
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.execute();
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// Builder for bulk delete
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String result = Bulk.builder()
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.entityType("table")
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.entityIds(ids)
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.forDelete()
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.execute();
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```
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## Async Operations
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All operations support async execution:
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```java
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// Async entity operations
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CompletableFuture<Table> future = Table.createAsync(request);
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CompletableFuture<Table> future = Table.retrieveAsync("id");
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CompletableFuture<Void> future = Table.deleteAsync("id", true, true);
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// Async search
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CompletableFuture<String> future = Search.searchAsync("query");
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CompletableFuture<String> future = Search.suggestAsync("query");
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CompletableFuture<String> future = Search.reindexAsync("table");
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// Async lineage
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CompletableFuture<String> future = Lineage.getLineageAsync("entity");
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CompletableFuture<String> future = Lineage.addLineageAsync(lineageRequest);
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CompletableFuture<String> future = Lineage.exportLineageAsync("table", "id");
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// Async bulk operations
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CompletableFuture<String> future = Bulk.createAsync("table", entities);
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CompletableFuture<String> future = Bulk.deleteAsync("table", ids);
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// Handle async results
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future.thenAccept(result -> {
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System.out.println("Operation completed: " + result);
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}).exceptionally(error -> {
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System.err.println("Operation failed: " + error);
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return null;
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});
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```
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## Advanced Configuration
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```java
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// Full configuration options
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OpenMetadataConfig config = OpenMetadataConfig.builder()
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.serverUrl("https://metadata.company.com")
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.apiKey("api-key")
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.connectionTimeoutMillis(30000)
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.readTimeoutMillis(60000)
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.writeTimeoutMillis(60000)
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.maxRetries(3)
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.retryIntervalMillis(1000)
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.build();
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// JWT authentication
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OpenMetadataConfig config = OpenMetadataConfig.builder()
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.serverUrl("https://metadata.company.com")
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.jwtToken("eyJhbGciOiJ...")
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.build();
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```
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## Error Handling
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```java
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try {
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Table table = Table.retrieve("table-id");
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} catch (OpenMetadataException e) {
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if (e.getStatusCode() == 404) {
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System.err.println("Table not found");
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} else if (e.getStatusCode() == 401) {
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System.err.println("Authentication failed");
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} else {
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System.err.println("Error: " + e.getMessage());
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}
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}
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```
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## Auto-Pagination
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The SDK automatically handles pagination for list operations:
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```java
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// Iterate through all tables
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for (Table table : Table.list().autoPagingIterable()) {
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processTable(table);
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}
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// Manual pagination control
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TableListParams params = TableListParams.builder()
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.limit(100)
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.after("cursor-token")
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.build();
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TableCollection tables = Table.list(params);
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```
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## Thread Safety
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The OpenMetadataClient is thread-safe and can be shared across multiple threads. The static API methods use a shared default client instance.
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## Examples
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See the [examples](examples/) directory for complete working examples:
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- Basic CRUD operations
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- Bulk data import/export
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- Lineage management
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- Search and discovery
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- Async operations
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- Error handling
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## Contributing
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Please read [CONTRIBUTING.md](../CONTRIBUTING.md) for details on our code of conduct and the process for submitting pull requests.
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## License
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This project is licensed under the Apache License 2.0 - see the [LICENSE](../LICENSE) file for details. |