| /* |
| * Licensed to the Apache Software Foundation (ASF) under one |
| * or more contributor license agreements. See the NOTICE file |
| * distributed with this work for additional information |
| * regarding copyright ownership. The ASF licenses this file |
| * to you under the Apache License, Version 2.0 (the |
| * "License"); you may not use this file except in compliance |
| * with the License. You may obtain a copy of the License at |
| * |
| * http://www.apache.org/licenses/LICENSE-2.0 |
| * |
| * Unless required by applicable law or agreed to in writing, |
| * software distributed under the License is distributed on an |
| * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| * KIND, either express or implied. See the License for the |
| * specific language governing permissions and limitations |
| * under the License. |
| */ |
| |
| package org.apache.datafusion; |
| |
| import java.io.ByteArrayInputStream; |
| import java.io.ByteArrayOutputStream; |
| import java.io.IOException; |
| import java.nio.channels.Channels; |
| |
| import org.apache.arrow.memory.BufferAllocator; |
| import org.apache.arrow.memory.RootAllocator; |
| import org.apache.arrow.vector.VectorSchemaRoot; |
| import org.apache.arrow.vector.ipc.ArrowStreamWriter; |
| import org.apache.arrow.vector.ipc.ReadChannel; |
| import org.apache.arrow.vector.ipc.message.MessageSerializer; |
| import org.apache.arrow.vector.types.pojo.Schema; |
| |
| /** |
| * A DataFusion session context. |
| * |
| * <p>Instances are <strong>not thread-safe</strong>. Concurrent calls to any of {@link #sql}, |
| * {@link #registerParquet}, or {@link #close} from different threads can produce a use-after-free |
| * on the native side. Callers must externally synchronize, or confine each context to a single |
| * thread. |
| */ |
| public final class SessionContext implements AutoCloseable { |
| static { |
| NativeLibraryLoader.loadLibrary(); |
| } |
| |
| private long nativeHandle; |
| |
| public SessionContext() { |
| this.nativeHandle = createSessionContext(); |
| if (this.nativeHandle == 0) { |
| throw new RuntimeException("Failed to create native SessionContext"); |
| } |
| } |
| |
| SessionContext(byte[] optionsBytes) { |
| this.nativeHandle = createSessionContextWithOptions(optionsBytes); |
| if (this.nativeHandle == 0) { |
| throw new RuntimeException("Failed to create native SessionContext"); |
| } |
| } |
| |
| /** Start configuring a {@link SessionContext}. */ |
| public static SessionContextBuilder builder() { |
| return new SessionContextBuilder(); |
| } |
| |
| /** |
| * Parse and plan {@code query}, returning a lazy {@link DataFrame}. The query is not executed |
| * until {@link DataFrame#collect} is called. |
| */ |
| public DataFrame sql(String query) { |
| if (nativeHandle == 0) { |
| throw new IllegalStateException("SessionContext is closed"); |
| } |
| long dfHandle = createDataFrame(nativeHandle, query); |
| return new DataFrame(dfHandle); |
| } |
| |
| /** |
| * Decode a DataFusion-Proto {@code LogicalPlanNode} and return a lazy {@link DataFrame}. The plan |
| * is not executed until {@link DataFrame#collect} is called. |
| * |
| * <p>The bytes must be a serialized {@code datafusion.LogicalPlanNode} (see {@code |
| * org.apache.datafusion.protobuf.LogicalPlanNode}). |
| * |
| * @throws RuntimeException if the bytes are not a valid {@code LogicalPlanNode} or if logical |
| * planning fails. |
| */ |
| public DataFrame fromProto(byte[] planBytes) { |
| if (nativeHandle == 0) { |
| throw new IllegalStateException("SessionContext is closed"); |
| } |
| long dfHandle = createDataFrameFromProto(nativeHandle, planBytes); |
| return new DataFrame(dfHandle); |
| } |
| |
| /** |
| * Return the Arrow {@link Schema} of a registered table. Transferred via Arrow IPC; no {@link |
| * org.apache.arrow.memory.BufferAllocator} is required because a schema carries no buffer data. |
| * |
| * @throws RuntimeException if {@code tableName} is not registered in this context. |
| */ |
| public Schema tableSchema(String tableName) { |
| if (nativeHandle == 0) { |
| throw new IllegalStateException("SessionContext is closed"); |
| } |
| byte[] ipcBytes = tableSchemaIpc(nativeHandle, tableName); |
| try { |
| return MessageSerializer.deserializeSchema( |
| new ReadChannel(Channels.newChannel(new ByteArrayInputStream(ipcBytes)))); |
| } catch (IOException e) { |
| throw new RuntimeException("Failed to deserialize IPC schema", e); |
| } |
| } |
| |
| public void registerCsv(String name, String path) { |
| registerCsv(name, path, new CsvReadOptions()); |
| } |
| |
| /** |
| * Register a CSV file (or directory of CSV files) as a table with the supplied {@link |
| * CsvReadOptions}. |
| * |
| * @throws RuntimeException if registration fails (path not found, schema inference error, etc.). |
| */ |
| public void registerCsv(String name, String path, CsvReadOptions options) { |
| if (nativeHandle == 0) { |
| throw new IllegalStateException("SessionContext is closed"); |
| } |
| registerCsvWithOptions( |
| nativeHandle, |
| name, |
| path, |
| options.toBytes(), |
| options.schema() != null ? serializeSchemaIpc(options.schema()) : null); |
| } |
| |
| /** Read a CSV file as a {@link DataFrame} without registering it. */ |
| public DataFrame readCsv(String path) { |
| return readCsv(path, new CsvReadOptions()); |
| } |
| |
| /** |
| * Read a CSV file as a {@link DataFrame} with the supplied {@link CsvReadOptions}. |
| * |
| * @throws RuntimeException if the read fails. |
| */ |
| public DataFrame readCsv(String path, CsvReadOptions options) { |
| if (nativeHandle == 0) { |
| throw new IllegalStateException("SessionContext is closed"); |
| } |
| long dfHandle = |
| readCsvWithOptions( |
| nativeHandle, |
| path, |
| options.toBytes(), |
| options.schema() != null ? serializeSchemaIpc(options.schema()) : null); |
| return new DataFrame(dfHandle); |
| } |
| |
| public void registerParquet(String name, String path) { |
| registerParquet(name, path, new ParquetReadOptions()); |
| } |
| |
| /** |
| * Register a parquet file as a table with the supplied {@link ParquetReadOptions}. |
| * |
| * @throws RuntimeException if registration fails (path not found, schema mismatch, etc.). |
| */ |
| public void registerParquet(String name, String path, ParquetReadOptions options) { |
| if (nativeHandle == 0) { |
| throw new IllegalStateException("SessionContext is closed"); |
| } |
| registerParquetWithOptions( |
| nativeHandle, |
| name, |
| path, |
| options.toBytes(), |
| options.schema() != null ? serializeSchemaIpc(options.schema()) : null); |
| } |
| |
| /** Read a parquet file as a {@link DataFrame} without registering it. */ |
| public DataFrame readParquet(String path) { |
| return readParquet(path, new ParquetReadOptions()); |
| } |
| |
| /** |
| * Read a parquet file as a {@link DataFrame} with the supplied {@link ParquetReadOptions}. |
| * |
| * @throws RuntimeException if the read fails. |
| */ |
| public DataFrame readParquet(String path, ParquetReadOptions options) { |
| if (nativeHandle == 0) { |
| throw new IllegalStateException("SessionContext is closed"); |
| } |
| long dfHandle = |
| readParquetWithOptions( |
| nativeHandle, |
| path, |
| options.toBytes(), |
| options.schema() != null ? serializeSchemaIpc(options.schema()) : null); |
| return new DataFrame(dfHandle); |
| } |
| |
| private static byte[] serializeSchemaIpc(Schema schema) { |
| ByteArrayOutputStream baos = new ByteArrayOutputStream(); |
| try (BufferAllocator allocator = new RootAllocator(); |
| VectorSchemaRoot root = VectorSchemaRoot.create(schema, allocator); |
| ArrowStreamWriter writer = new ArrowStreamWriter(root, null, Channels.newChannel(baos))) { |
| writer.start(); |
| writer.end(); |
| } catch (IOException e) { |
| throw new RuntimeException("Failed to serialize Arrow schema for JNI", e); |
| } |
| return baos.toByteArray(); |
| } |
| |
| @Override |
| public void close() { |
| if (nativeHandle != 0) { |
| closeSessionContext(nativeHandle); |
| nativeHandle = 0; |
| } |
| } |
| |
| private static native long createSessionContext(); |
| |
| private static native long createSessionContextWithOptions(byte[] optionsBytes); |
| |
| private static native long createDataFrame(long handle, String sql); |
| |
| private static native long createDataFrameFromProto(long handle, byte[] planBytes); |
| |
| private static native byte[] tableSchemaIpc(long handle, String tableName); |
| |
| private static native void registerParquetWithOptions( |
| long handle, String name, String path, byte[] optionsBytes, byte[] schemaIpcBytes); |
| |
| private static native long readParquetWithOptions( |
| long handle, String path, byte[] optionsBytes, byte[] schemaIpcBytes); |
| |
| private static native void registerCsvWithOptions( |
| long handle, String name, String path, byte[] optionsBytes, byte[] schemaIpcBytes); |
| |
| private static native long readCsvWithOptions( |
| long handle, String path, byte[] optionsBytes, byte[] schemaIpcBytes); |
| |
| private static native void closeSessionContext(long handle); |
| } |