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Xls addition #9
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Xls addition #9
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Original file line number | Diff line number | Diff line change |
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<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd"> | ||
<!-- | ||
~ Copyright © 2024 Cask Data, Inc. | ||
~ | ||
~ Licensed 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. | ||
--> | ||
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<modelVersion>4.0.0</modelVersion> | ||
<parent> | ||
<groupId>io.cdap.plugin</groupId> | ||
<artifactId>hydrator-plugins</artifactId> | ||
<version>2.13.0-SNAPSHOT</version> | ||
</parent> | ||
<artifactId>format-xls</artifactId> | ||
<name>XLS format plugins</name> | ||
<packaging>jar</packaging> | ||
<properties> | ||
<poi.version>5.2.4</poi.version> | ||
<log4j-core.version>2.20.0</log4j-core.version> | ||
</properties> | ||
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<dependencies> | ||
<dependency> | ||
<groupId>org.apache.poi</groupId> | ||
<artifactId>poi</artifactId> | ||
<version>${poi.version}</version> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.apache.poi</groupId> | ||
<artifactId>poi-ooxml</artifactId> | ||
<version>${poi.version}</version> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.apache.logging.log4j</groupId> | ||
<artifactId>log4j-core</artifactId> | ||
<scope>compile</scope> | ||
<version>${log4j-core.version}</version> | ||
</dependency> | ||
<dependency> | ||
<groupId>io.cdap.cdap</groupId> | ||
<artifactId>cdap-etl-api</artifactId> | ||
</dependency> | ||
<dependency> | ||
<groupId>io.cdap.cdap</groupId> | ||
<artifactId>cdap-formats</artifactId> | ||
</dependency> | ||
<dependency> | ||
<groupId>io.cdap.cdap</groupId> | ||
<artifactId>hydrator-test</artifactId> | ||
</dependency> | ||
<dependency> | ||
<groupId>io.cdap.plugin</groupId> | ||
<artifactId>format-common</artifactId> | ||
<version>${project.version}</version> | ||
</dependency> | ||
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<dependency> | ||
<groupId>junit</groupId> | ||
<artifactId>junit</artifactId> | ||
</dependency> | ||
</dependencies> | ||
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<build> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.apache.felix</groupId> | ||
<artifactId>maven-bundle-plugin</artifactId> | ||
<configuration> | ||
<instructions> | ||
<_exportcontents> | ||
io.cdap.plugin.format.xls.* | ||
</_exportcontents> | ||
<Embed-Dependency>*;inline=false;scope=compile</Embed-Dependency> | ||
<Embed-Transitive>true</Embed-Transitive> | ||
<Embed-Directory>lib</Embed-Directory> | ||
</instructions> | ||
</configuration> | ||
</plugin> | ||
<plugin> | ||
<groupId>io.cdap</groupId> | ||
<artifactId>cdap-maven-plugin</artifactId> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
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</project> |
180 changes: 180 additions & 0 deletions
180
format-xls/src/main/java/io/cdap/plugin/format/xls/input/XlsInputFormat.java
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/* | ||
* Copyright © 2024 Cask Data, Inc. | ||
* | ||
* Licensed 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. | ||
*/ | ||
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package io.cdap.plugin.format.xls.input; | ||
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import io.cdap.cdap.api.data.format.StructuredRecord; | ||
import io.cdap.cdap.api.data.schema.Schema; | ||
import io.cdap.plugin.format.input.PathTrackingInputFormat; | ||
import org.apache.hadoop.conf.Configuration; | ||
import org.apache.hadoop.fs.FSDataInputStream; | ||
import org.apache.hadoop.fs.FileSystem; | ||
import org.apache.hadoop.fs.Path; | ||
import org.apache.hadoop.io.NullWritable; | ||
import org.apache.hadoop.mapreduce.InputSplit; | ||
import org.apache.hadoop.mapreduce.RecordReader; | ||
import org.apache.hadoop.mapreduce.TaskAttemptContext; | ||
import org.apache.hadoop.mapreduce.lib.input.FileSplit; | ||
import org.apache.hadoop.mapreduce.lib.input.TextInputFormat; | ||
import org.apache.poi.ss.usermodel.FormulaEvaluator; | ||
import org.apache.poi.ss.usermodel.Row; | ||
import org.apache.poi.ss.usermodel.Sheet; | ||
import org.apache.poi.ss.usermodel.Workbook; | ||
import org.apache.poi.ss.usermodel.WorkbookFactory; | ||
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import java.io.IOException; | ||
import javax.annotation.Nullable; | ||
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/** | ||
* {@link XlsInputFormat} is {@link TextInputFormat} implementation for reading Excel files. | ||
* <p> | ||
* The {@link XlsInputFormat.XlsRecordReader} reads a given sheet, and within a sheet reads | ||
* all columns and all rows. | ||
*/ | ||
public class XlsInputFormat extends PathTrackingInputFormat { | ||
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public static final String SHEET_NUM = "Sheet Number"; | ||
public static final String SHEET_VALUE = "sheetValue"; | ||
public static final String NAME_SKIP_HEADER = "skipHeader"; | ||
public static final String TERMINATE_IF_EMPTY_ROW = "terminateIfEmptyRow"; | ||
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@Override | ||
protected RecordReader<NullWritable, StructuredRecord.Builder> createRecordReader( | ||
FileSplit split, TaskAttemptContext context, @Nullable String pathField, | ||
@Nullable Schema schema) throws IOException { | ||
Configuration jobConf = context.getConfiguration(); | ||
boolean skipFirstRow = jobConf.getBoolean(NAME_SKIP_HEADER, false); | ||
boolean terminateIfEmptyRow = jobConf.getBoolean(TERMINATE_IF_EMPTY_ROW, false); | ||
Schema outputSchema = schema != null ? Schema.parseJson(context.getConfiguration().get("schema")) : null; | ||
String sheet = jobConf.get(SHEET_NUM); | ||
String sheetValue = jobConf.get(SHEET_VALUE, "0"); | ||
return new XlsRecordReader(sheet, sheetValue, outputSchema, terminateIfEmptyRow, skipFirstRow); | ||
} | ||
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/** | ||
* Reads Excel sheet, where each row is a {@link StructuredRecord} and each cell is a field in the record. | ||
*/ | ||
public static class XlsRecordReader extends RecordReader<NullWritable, StructuredRecord.Builder> { | ||
// Converter for converting xls row to structured record | ||
XlsRowConverter rowConverter; | ||
FormulaEvaluator formulaEvaluator; | ||
// Builder for building structured record | ||
private StructuredRecord.Builder valueBuilder; | ||
private Sheet workSheet; | ||
// InputStream handler for Excel files. | ||
private FSDataInputStream fileIn; | ||
// Specifies the row index. | ||
private int rowIndex; | ||
// Specifies last row num. | ||
private int lastRowNum; | ||
private boolean isRowNull; | ||
private final String sheet; | ||
private final String sheetValue; | ||
private final Schema outputSchema; | ||
private final boolean terminateIfEmptyRow; | ||
private final boolean skipFirstRow; | ||
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/** | ||
* Constructor for XlsRecordReader. | ||
*/ | ||
public XlsRecordReader(String sheet, String sheetValue, Schema outputSchema, boolean terminateIfEmptyRow, | ||
boolean skipFirstRow) { | ||
this.sheet = sheet; | ||
this.sheetValue = sheetValue; | ||
this.outputSchema = outputSchema; | ||
this.terminateIfEmptyRow = terminateIfEmptyRow; | ||
this.skipFirstRow = skipFirstRow; | ||
} | ||
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@Override | ||
public void initialize(InputSplit split, TaskAttemptContext context) throws IOException { | ||
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if (!(split instanceof FileSplit)) { | ||
// should never happen | ||
throw new IllegalStateException("Input split is not a FileSplit."); | ||
} | ||
FileSplit fileSplit = (FileSplit) split; | ||
Configuration jobConf = context.getConfiguration(); | ||
// Path of input file. | ||
Path file = fileSplit.getPath(); | ||
FileSystem fs = file.getFileSystem(jobConf); | ||
fileIn = fs.open(file); | ||
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try (Workbook workbook = WorkbookFactory.create(fileIn)) { | ||
formulaEvaluator = workbook.getCreationHelper().createFormulaEvaluator(); | ||
formulaEvaluator.setIgnoreMissingWorkbooks(true); | ||
// Check if user wants to access with name or number | ||
if (sheet.equals(XlsInputFormatConfig.SHEET_NUMBER)) { | ||
workSheet = workbook.getSheetAt(Integer.parseInt(sheetValue)); | ||
} else { | ||
workSheet = workbook.getSheet(sheetValue); | ||
} | ||
rowConverter = new XlsRowConverter(formulaEvaluator); | ||
} catch (Exception e) { | ||
throw new IOException("Exception while reading excel sheet. " + e.getMessage(), e); | ||
} | ||
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lastRowNum = workSheet.getLastRowNum(); | ||
isRowNull = false; | ||
rowIndex = skipFirstRow ? 1 : 0; | ||
valueBuilder = StructuredRecord.builder(outputSchema); | ||
} | ||
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@Override | ||
public boolean nextKeyValue() { | ||
// If any is true, then we stop processing. | ||
if (rowIndex > lastRowNum || lastRowNum == -1 || (isRowNull && terminateIfEmptyRow)) { | ||
return false; | ||
} | ||
// Get the next row. | ||
Row row = workSheet.getRow(rowIndex); | ||
valueBuilder = rowConverter.convert(row, outputSchema); | ||
if (row == null || valueBuilder == null) { | ||
isRowNull = true; | ||
// set valueBuilder to a new builder with all fields set to null | ||
valueBuilder = StructuredRecord.builder(outputSchema); | ||
} | ||
// if all fields are null, then the row is null | ||
rowIndex++; | ||
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// Stop processing if the row is null and terminateIfEmptyRow is true. | ||
return !isRowNull || !terminateIfEmptyRow; | ||
} | ||
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@Override | ||
public float getProgress() { | ||
return (float) rowIndex / lastRowNum; | ||
} | ||
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@Override | ||
public void close() throws IOException { | ||
if (fileIn != null) { | ||
fileIn.close(); | ||
} | ||
} | ||
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@Override | ||
public NullWritable getCurrentKey() { | ||
return NullWritable.get(); | ||
} | ||
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@Override | ||
public StructuredRecord.Builder getCurrentValue() { | ||
return valueBuilder; | ||
} | ||
} | ||
} |
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is it guaranteed that
workSheet.getRow(rowIndex)
never returnnull
?