All Downloads are FREE. Search and download functionalities are using the official Maven repository.

org.apache.parquet.cli.commands.ScanCommand Maven / Gradle / Ivy

There is a newer version: 1.15.0
Show newest version
/*
 * 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.parquet.cli.commands;

import com.beust.jcommander.Parameter;
import com.beust.jcommander.Parameters;
import com.google.common.base.Preconditions;
import com.google.common.collect.Lists;
import com.google.common.io.Closeables;
import java.io.Closeable;
import java.io.IOException;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import org.apache.avro.Schema;
import org.apache.parquet.cli.BaseCommand;
import org.apache.parquet.cli.util.Expressions;
import org.slf4j.Logger;

@Parameters(commandDescription = "Scan all records from a file")
public class ScanCommand extends BaseCommand {

  @Parameter(description = "")
  List sourceFiles;

  @Parameter(
      names = {"-c", "--column", "--columns"},
      description = "List of columns")
  List columns;

  public ScanCommand(Logger console) {
    super(console);
  }

  @Override
  public int run() throws IOException {
    Preconditions.checkArgument(sourceFiles != null && !sourceFiles.isEmpty(), "Missing file name");

    // Ensure all source files have the columns specified first
    Map schemas = new HashMap<>();
    for (String sourceFile : sourceFiles) {
      Schema schema = getAvroSchema(sourceFile);
      schemas.put(sourceFile, Expressions.filterSchema(schema, columns));
    }

    long totalStartTime = System.currentTimeMillis();
    long totalCount = 0;
    for (String sourceFile : sourceFiles) {
      long startTime = System.currentTimeMillis();
      Iterable reader = openDataFile(sourceFile, schemas.get(sourceFile));
      boolean threw = true;
      long count = 0;
      try {
        for (Object record : reader) {
          count += 1;
        }
        threw = false;
      } catch (RuntimeException e) {
        throw new RuntimeException("Failed on record " + count + " in " + sourceFile, e);
      } finally {
        if (reader instanceof Closeable) {
          Closeables.close((Closeable) reader, threw);
        }
      }
      totalCount += count;
      if (1 < sourceFiles.size()) {
        long endTime = System.currentTimeMillis();
        console.info("Scanned " + count + " records from " + sourceFile + " in "
            + (endTime - startTime) / 1000.0 + " s");
      }
    }
    long totalEndTime = System.currentTimeMillis();
    console.info("Scanned " + totalCount + " records from " + sourceFiles.size() + " file(s)");
    console.info("Time: " + (totalEndTime - totalStartTime) / 1000.0 + " s");
    return 0;
  }

  @Override
  public List getExamples() {
    return Lists.newArrayList(
        "# Scan all the records from file \"data.avro\":",
        "data.avro",
        "# Scan all the records from file \"data.parquet\":",
        "data.parquet");
  }
}