org.apache.parquet.cli.commands.CSVSchemaCommand Maven / Gradle / Ivy
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* to you under the Apache License, Version 2.0 (the
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* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
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package org.apache.parquet.cli.commands;
import com.beust.jcommander.Parameter;
import com.beust.jcommander.Parameters;
import com.beust.jcommander.internal.Lists;
import com.google.common.base.Preconditions;
import com.google.common.collect.ImmutableSet;
import java.io.IOException;
import java.nio.charset.Charset;
import java.util.List;
import java.util.Set;
import org.apache.parquet.cli.BaseCommand;
import org.apache.parquet.cli.csv.AvroCSV;
import org.apache.parquet.cli.csv.CSVProperties;
import org.slf4j.Logger;
@Parameters(commandDescription = "Build a schema from a CSV data sample")
public class CSVSchemaCommand extends BaseCommand {
public CSVSchemaCommand(Logger console) {
super(console);
}
@Parameter(description = "")
List samplePaths;
@Parameter(
names = {"-o", "--output"},
description = "Save schema avsc to path")
String outputPath = null;
@Parameter(
names = {"--class", "--record-name"},
required = true,
description = "A name or class for the result schema")
String recordName = null;
@Parameter(names = "--minimize", description = "Minimize schema file size by eliminating white space")
boolean minimize = false;
@Parameter(names = "--delimiter", description = "Delimiter character")
String delimiter = ",";
@Parameter(names = "--escape", description = "Escape character")
String escape = "\\";
@Parameter(names = "--quote", description = "Quote character")
String quote = "\"";
@Parameter(names = "--no-header", description = "Don't use first line as CSV header")
boolean noHeader = false;
@Parameter(names = "--skip-lines", description = "Lines to skip before CSV start")
int linesToSkip = 0;
@Parameter(names = "--charset", description = "Character set name", hidden = true)
String charsetName = Charset.defaultCharset().displayName();
@Parameter(names = "--header", description = "Line to use as a header. Must match the CSV settings.")
String header;
@Parameter(names = "--require", description = "Do not allow null values for the given field")
List requiredFields;
@Override
public int run() throws IOException {
Preconditions.checkArgument(samplePaths != null && !samplePaths.isEmpty(), "Sample CSV path is required");
Preconditions.checkArgument(samplePaths.size() == 1, "Only one CSV sample can be given");
if (header != null) {
// if a header is given on the command line, do assume one is in the file
noHeader = true;
}
CSVProperties props = new CSVProperties.Builder()
.delimiter(delimiter)
.escape(escape)
.quote(quote)
.header(header)
.hasHeader(!noHeader)
.linesToSkip(linesToSkip)
.charset(charsetName)
.build();
Set required = ImmutableSet.of();
if (requiredFields != null) {
required = ImmutableSet.copyOf(requiredFields);
}
// assume fields are nullable by default, users can easily change this
String sampleSchema = AvroCSV.inferNullableSchema(recordName, open(samplePaths.get(0)), props, required)
.toString(!minimize);
output(sampleSchema, console, outputPath);
return 0;
}
@Override
public List getExamples() {
return Lists.newArrayList(
"# Print the schema for samples.csv to standard out:",
"samples.csv --record-name Sample",
"# Write schema to sample.avsc:",
"samples.csv -o sample.avsc --record-name Sample");
}
}