Add imports

README.md

@@ -643,6 +643,82 @@ RerankResult result = inference.rerank(model, query, documents, rankFields, topN
 System.out.println(result.getData());
 ```
 
+# Imports
+## Start an import
+
+The following example initiates an asynchronous import of vectors from object storage into the index.
+
+```java
+import org.openapitools.db_data.client.ApiException;
+import org.openapitools.db_data.client.model.ImportErrorMode;
+import org.openapitools.db_data.client.model.StartImportResponse;
+...
+
+// Initialize pinecone object
+Pinecone pinecone = new Pinecone.Builder("PINECONE_API_KEY").build();
+// Get async imports connection object
+AsyncIndex asyncIndex = pinecone.getAsyncIndexConnection("PINECONE_INDEX_NAME");
+
+// s3 uri
+String uri = "s3://path/to/file.parquet";
+
+// Start an import
+StartImportResponse response = asyncIndex.startImport(uri, "123-456-789", ImportErrorMode.OnErrorEnum.CONTINUE);
+```
+
+## List imports
+
+The following example lists all recent and ongoing import operations for the specified index.
+
+```java
+import org.openapitools.db_data.client.ApiException;
+import org.openapitools.db_data.client.model.ListImportsResponse;
+...
+
+// Initialize pinecone object
+Pinecone pinecone = new Pinecone.Builder("PINECONE_API_KEY").build();
+// Get async imports connection object
+AsyncIndex asyncIndex = pinecone.getAsyncIndexConnection("PINECONE_INDEX_NAME");
+
+// List imports
+ListImportsResponse response = asyncIndex.listImports(100, "some-pagination-token");
+```
+
+## Describe an import
+
+The following example retrieves detailed information about a specific import operation using its unique identifier.
+
+```java
+import org.openapitools.db_data.client.ApiException;
+import org.openapitools.db_data.client.model.ImportModel;
+...
+
+// Initialize pinecone object
+Pinecone pinecone = new Pinecone.Builder("PINECONE_API_KEY").build();
+// Get async imports connection object
+AsyncIndex asyncIndex = pinecone.getAsyncIndexConnection("PINECONE_INDEX_NAME");
+
+// Describe import
+ImportModel importDetails = asyncIndex.describeImport("1");
+```
+
+## Cancel an import
+
+The following example attempts to cancel an ongoing import operation using its unique identifier.
+
+```java
+import org.openapitools.db_data.client.ApiException;
+...
+
+// Initialize pinecone object
+Pinecone pinecone = new Pinecone.Builder("PINECONE_API_KEY").build();
+// Get async imports connection object
+AsyncIndex asyncIndex = pinecone.getAsyncIndexConnection("PINECONE_INDEX_NAME");
+
+// Cancel import
+asyncIndex.cancelImport("2");
+```
+
 ## Examples
 
 - The data and control plane operation examples can be found in `io/pinecone/integration` folder.

src/integration/java/io/pinecone/integration/dataPlane/QueryErrorTest.java

@@ -2,6 +2,7 @@
 
 import io.pinecone.clients.AsyncIndex;
 import io.pinecone.clients.Index;
+import io.pinecone.configs.PineconeConfig;
 import io.pinecone.configs.PineconeConnection;
 import io.pinecone.exceptions.PineconeValidationException;
 import io.pinecone.proto.VectorServiceGrpc;
@@ -24,6 +25,7 @@ public class QueryErrorTest {
 
     @BeforeAll
     public static void setUp() throws IOException, InterruptedException {
+        PineconeConfig config = mock(PineconeConfig.class);
         PineconeConnection connectionMock = mock(PineconeConnection.class);
 
         VectorServiceGrpc.VectorServiceBlockingStub stubMock = mock(VectorServiceGrpc.VectorServiceBlockingStub.class);
@@ -33,7 +35,7 @@ public static void setUp() throws IOException, InterruptedException {
         when(connectionMock.getAsyncStub()).thenReturn(asyncStubMock);
 
         index = new Index(connectionMock, "some-index-name");
-        asyncIndex = new AsyncIndex(connectionMock, "some-index-name");
+        asyncIndex = new AsyncIndex(config, connectionMock, "some-index-name");
     }
 
     @Test

src/integration/java/io/pinecone/integration/dataPlane/UpsertErrorTest.java

@@ -2,6 +2,7 @@
 
 import io.pinecone.clients.AsyncIndex;
 import io.pinecone.clients.Index;
+import io.pinecone.configs.PineconeConfig;
 import io.pinecone.configs.PineconeConnection;
 import io.pinecone.exceptions.PineconeException;
 import io.pinecone.exceptions.PineconeValidationException;
@@ -27,6 +28,7 @@ public class UpsertErrorTest {
 
     @BeforeAll
     public static void setUp() throws IOException, InterruptedException {
+        PineconeConfig config = mock(PineconeConfig.class);
         PineconeConnection connectionMock = mock(PineconeConnection.class);
 
         VectorServiceGrpc.VectorServiceBlockingStub stubMock = mock(VectorServiceGrpc.VectorServiceBlockingStub.class);
@@ -36,7 +38,7 @@ public static void setUp() throws IOException, InterruptedException {
         when(connectionMock.getAsyncStub()).thenReturn(asyncStubMock);
 
         index = new Index(connectionMock, "some-index-name");
-        asyncIndex = new AsyncIndex(connectionMock, "some-index-name");
+        asyncIndex = new AsyncIndex(config, connectionMock, "some-index-name");
     }
 
     @Test

src/main/java/io/pinecone/clients/AsyncIndex.java

@@ -5,14 +5,32 @@
 import com.google.common.util.concurrent.MoreExecutors;
 import com.google.protobuf.Struct;
 import io.pinecone.commons.IndexInterface;
+import io.pinecone.configs.PineconeConfig;
 import io.pinecone.configs.PineconeConnection;
 import io.pinecone.exceptions.PineconeValidationException;
 import io.pinecone.proto.*;
+import io.pinecone.proto.DeleteRequest;
+import io.pinecone.proto.DescribeIndexStatsRequest;
+import io.pinecone.proto.FetchResponse;
+import io.pinecone.proto.ListResponse;
+import io.pinecone.proto.QueryRequest;
+import io.pinecone.proto.QueryResponse;
+import io.pinecone.proto.UpdateRequest;
+import io.pinecone.proto.UpsertRequest;
+import io.pinecone.proto.UpsertResponse;
 import io.pinecone.unsigned_indices_model.QueryResponseWithUnsignedIndices;
 import io.pinecone.unsigned_indices_model.VectorWithUnsignedIndices;
+import okhttp3.OkHttpClient;
+import org.openapitools.db_data.client.ApiClient;
+import org.openapitools.db_data.client.ApiException;
+import org.openapitools.db_data.client.Configuration;
+import org.openapitools.db_data.client.api.BulkOperationsApi;
+import org.openapitools.db_data.client.model.*;
 
 import java.util.List;
 
+import static io.pinecone.clients.Pinecone.buildOkHttpClient;
+
 
 /**
  * A client for interacting with a Pinecone index via GRPC asynchronously. Allows for upserting, querying, fetching, updating, and deleting vectors.
@@ -38,6 +56,7 @@ public class AsyncIndex implements IndexInterface<ListenableFuture<UpsertRespons
     private final PineconeConnection connection;
     private final VectorServiceGrpc.VectorServiceFutureStub asyncStub;
     private final String indexName;
+    BulkOperationsApi bulkOperations;
 
     /**
      * Constructs an {@link AsyncIndex} instance for interacting with a Pinecone index.
@@ -55,14 +74,24 @@ public class AsyncIndex implements IndexInterface<ListenableFuture<UpsertRespons
      * @param indexName The name of the index to interact with. The index host will be automatically resolved.
      * @throws PineconeValidationException if the connection object is null.
      */
-    public AsyncIndex(PineconeConnection connection, String indexName) {
+    public AsyncIndex(PineconeConfig config, PineconeConnection connection, String indexName) {
         if (connection == null) {
             throw new PineconeValidationException("Pinecone connection object cannot be null.");
         }
 
         this.indexName = indexName;
         this.connection = connection;
         this.asyncStub = connection.getAsyncStub();
+
+        OkHttpClient customOkHttpClient = config.getCustomOkHttpClient();
+        ApiClient apiClient = (customOkHttpClient != null) ? new ApiClient(customOkHttpClient) : new ApiClient(buildOkHttpClient(config.getProxyConfig()));
+        apiClient.setApiKey(config.getApiKey());
+        apiClient.setUserAgent(config.getUserAgent());
+        apiClient.addDefaultHeader("X-Pinecone-Api-Version", Configuration.VERSION);
+
+        this.bulkOperations = new BulkOperationsApi(apiClient);
+        String protocol = config.isTLSEnabled() ? "https://" : "http://";
+        bulkOperations.setCustomBaseUrl(protocol + config.getHost());
     }
 
     /**
@@ -1039,6 +1068,175 @@ public ListenableFuture<ListResponse> list(String namespace, String prefix, Stri
         return asyncStub.list(listRequest);
     }
 
+    /**
+     * <p>Initiates an asynchronous import of vectors from object storage into a specified index.</p>
+     *
+     * <p>The method constructs a {@link StartImportRequest} using the provided URI for the data and optional
+     * storage integration ID. It also allows for specifying how to respond to errors during the import process
+     * through the {@link ImportErrorMode}. The import operation is then initiated via a call to the
+     * underlying {@link BulkOperationsApi}.</p>
+     *
+     * <p>Example:
+     *  <pre>{@code
+     *     import org.openapitools.db_data.client.ApiException;
+     *     import org.openapitools.db_data.client.model.ImportErrorMode;
+     *
+     *     ...
+     *
+     *     String uri = "s3://path/to/file.parquet";
+     *     String integrationId = "123-456-789";
+     *     StartImportResponse response = asyncIndex.startImport(uri, integrationId, ImportErrorMode.OnErrorEnum.CONTINUE);
+     *  }</pre>
+     *
+     * @param uri The URI prefix under which the data to import is available.
+     * @param integrationId The ID of the storage integration to access the data. Can be null or empty.
+     * @param errorMode Indicates how to respond to errors during the import process. Can be null.
+     * @return {@link StartImportResponse} containing the details of the initiated import operation.
+     * @throws ApiException if there are issues processing the request or communicating with the server.
+     *         This includes network issues, server errors, or serialization issues with the request or response.
+     */
+    public StartImportResponse startImport(String uri, String integrationId, ImportErrorMode.OnErrorEnum errorMode) throws ApiException {
+        StartImportRequest importRequest = new StartImportRequest();
+        importRequest.setUri(uri);
+        if(integrationId != null && !integrationId.isEmpty()) {
+            importRequest.setIntegrationId(integrationId);
+        }
+        if(errorMode != null) {
+            ImportErrorMode importErrorMode = new ImportErrorMode().onError(errorMode);
+            importRequest.setErrorMode(importErrorMode);
+        }
+
+        return bulkOperations.startBulkImport(importRequest);
+    }
+
+    /**
+     * <p>Lists all recent and ongoing import operations for the specified index with default limit and pagination.</p>
+     *
+     * <p>The method constructs a request to fetch a list of import operations, limited by the default value set to 100
+     * number of operations to return per page. The pagination token is set to null as well by default.</p>
+     *
+     *
+     * <p>Example:
+     *  <pre>{@code
+     *     import org.openapitools.db_data.client.ApiException;
+     *     import org.openapitools.db_data.client.model.ListImportsResponse;
+     *
+     *     ...
+     *
+     *     ListImportsResponse response = asyncIndex.listImports();
+     *  }</pre>
+     *
+     * @return {@link ListImportsResponse} containing the list of recent and ongoing import operations.
+     * @throws ApiException if there are issues processing the request or communicating with the server.
+     *         This includes network issues, server errors, or serialization issues with the request or response.
+     */
+    public ListImportsResponse listImports() throws ApiException {
+        return listImports(100, null);
+    }
+
+    /**
+     * <p>Lists all recent and ongoing import operations for the specified index based on limit.</p>
+     *
+     * <p>The method constructs a request to fetch a list of import operations, limited by the specified
+     * maximum number of operations to return per page. The pagination token is set to null by default.</p>
+     *
+     *
+     * <p>Example:
+     *  <pre>{@code
+     *     import org.openapitools.db_data.client.ApiException;
+     *     import org.openapitools.db_data.client.model.ListImportsResponse;
+     *
+     *     ...
+     *     int limit = 10;
+     *     ListImportsResponse response = asyncIndex.listImports(limit);
+     *  }</pre>
+     *
+     * @param limit The maximum number of operations to return per page. Default is 100.
+     * @return {@link ListImportsResponse} containing the list of recent and ongoing import operations.
+     * @throws ApiException if there are issues processing the request or communicating with the server.
+     *         This includes network issues, server errors, or serialization issues with the request or response.
+     */
+    public ListImportsResponse listImports(Integer limit) throws ApiException {
+        return listImports(limit, null);
+    }
+
+    /**
+     * <p>Lists all recent and ongoing import operations for the specified index.</p>
+     *
+     * <p>The method constructs a request to fetch a list of import operations, limited by the specified
+     * maximum number of operations to return per page. The pagination token allows for
+     * deterministic pagination through the list of import operations.</p>
+     *
+     * <p>Example:
+     *  <pre>{@code
+     *     import org.openapitools.db_data.client.ApiException;
+     *     import org.openapitools.db_data.client.model.ListImportsResponse;
+     *
+     *     ...
+     *     int limit = 10;
+     *     String paginationToken = "some-pagination-token";
+     *     ListImportsResponse response = asyncIndex.listImports(limit, paginationToken);
+     *  }</pre>
+     *
+     * @param limit The maximum number of operations to return per page. Default is 100.
+     * @param paginationToken The token to continue a previous listing operation. Can be null or empty.
+     * @return {@link ListImportsResponse} containing the list of recent and ongoing import operations.
+     * @throws ApiException if there are issues processing the request or communicating with the server.
+     *         This includes network issues, server errors, or serialization issues with the request or response.
+     */
+    public ListImportsResponse listImports(Integer limit, String paginationToken) throws ApiException {
+        return bulkOperations.listBulkImports(limit, paginationToken);
+    }
+
+    /**
+     * <p>Retrieves detailed information about a specific import operation using its unique identifier.</p>
+     *
+     * <p>The method constructs a request to fetch details of the specified import operation by its ID,
+     * allowing users to monitor the status and results of the import process.</p>
+     *
+     * <p>Example:
+     *  <pre>{@code
+     *     import org.openapitools.db_data.client.ApiException;
+     *     import org.openapitools.db_data.client.model.ImportModel;
+     *
+     *     ...
+     *
+     *     String importId = "1";
+     *     ImportModel importDetails = asyncIndex.describeImport(importId);
+     *  }</pre>
+     *
+     * @param id The unique identifier for the import operation.
+     * @return {@link ImportModel} containing details of the specified import operation.
+     * @throws ApiException if there are issues processing the request or communicating with the server.
+     *         This includes network issues, server errors, or serialization issues with the request or response.
+     */
+    public ImportModel describeImport(String id) throws ApiException {
+        return bulkOperations.describeBulkImport(id);
+    }
+
+    /**
+     * <p>Attempts to cancel an ongoing import operation using its unique identifier.</p>
+     *
+     * <p>The method issues a request to cancel the specified import operation if it has not yet finished.
+     * If the operation is already completed, the method has no effect.</p>
+     *
+     * <p>Example:
+     *  <pre>{@code
+     *     import org.openapitools.db_data.client.ApiException;
+     *
+     *     ...
+     *     String importId = "2";
+     *     asyncIndex.cancelImport(importId);
+     *  }</pre>
+     *
+     * @param id The unique identifier for the import operation to cancel.
+     * @throws ApiException if there are issues processing the request or communicating with the server.
+     *         This includes network issues, server errors, or serialization issues with the request or response.
+     */
+    public void cancelImport(String id) throws ApiException {
+        bulkOperations.cancelBulkImport(id);
+    }
+
     /**
      * {@inheritDoc}
      * Closes the current index connection gracefully, releasing any resources associated with it. This method should

src/main/java/io/pinecone/clients/Pinecone.java

@@ -873,7 +873,7 @@ public AsyncIndex getAsyncIndexConnection(String indexName) throws PineconeValid
 
         config.setHost(getIndexHost(indexName));
         PineconeConnection connection = getConnection(indexName);
-        return new AsyncIndex(connection, indexName);
+        return new AsyncIndex(config, connection, indexName);
     }
 
     /**