[GitHub] carbondata pull request #1136: [WIP] Support encoding strategy for dimension...

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[GitHub] carbondata pull request #1136: [WIP] Support encoding strategy for dimension...

qiuchenjian-2
GitHub user jackylk opened a pull request:

    https://github.com/apache/carbondata/pull/1136

    [WIP] Support encoding strategy for dimension columns

   

You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/jackylk/incubator-carbondata dimstrategy

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/carbondata/pull/1136.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #1136
   
----
commit 382a53b93858b3443d15f69a5ba3715a9a0a91b4
Author: jackylk <[hidden email]>
Date:   2017-07-04T00:12:13Z

    support column page in writer

commit febd0b87f5484010f609e6415d7f508b41480ef2
Author: jackylk <[hidden email]>
Date:   2017-07-04T15:26:54Z

    add encoding strategy for dimension

----


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[GitHub] carbondata issue #1136: [WIP] Support encoding strategy for dimension column...

qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Failed  with Spark 2.1.0, Please check CI http://136.243.101.176:8080/job/ApacheCarbonPRBuilder/2910/



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[GitHub] carbondata issue #1136: [WIP] Support encoding strategy for dimension column...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Failed with Spark 1.6, Please check CI http://144.76.159.231:8080/job/ApacheCarbonPRBuilder/324/



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[GitHub] carbondata issue #1136: [WIP] Support encoding strategy for dimension column...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Failed  with Spark 2.1.0, Please check CI http://136.243.101.176:8080/job/ApacheCarbonPRBuilder/2916/



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[GitHub] carbondata issue #1136: [WIP] Support encoding strategy for dimension column...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Failed with Spark 1.6, Please check CI http://144.76.159.231:8080/job/ApacheCarbonPRBuilder/330/



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[GitHub] carbondata issue #1136: [CARBONDATA-1268] Support encoding strategy for dime...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Success with Spark 2.1.0, Please check CI http://136.243.101.176:8080/job/ApacheCarbonPRBuilder/2922/



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[GitHub] carbondata issue #1136: [CARBONDATA-1268] Support encoding strategy for dime...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Success with Spark 1.6, Please check CI http://144.76.159.231:8080/job/ApacheCarbonPRBuilder/336/



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[GitHub] carbondata issue #1136: [CARBONDATA-1268] Support encoding strategy for dime...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Success with Spark 2.1.0, Please check CI http://136.243.101.176:8080/job/ApacheCarbonPRBuilder/3058/



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[GitHub] carbondata issue #1136: [CARBONDATA-1268] Support encoding strategy for dime...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Success with Spark 1.6, Please check CI http://144.76.159.231:8080/job/ApacheCarbonPRBuilder/469/



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[GitHub] carbondata issue #1136: [CARBONDATA-1268] Support encoding strategy for dime...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Success with Spark 2.1.0, Please check CI http://136.243.101.176:8080/job/ApacheCarbonPRBuilder/3059/



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[GitHub] carbondata issue #1136: [CARBONDATA-1268] Support encoding strategy for dime...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Success with Spark 1.6, Please check CI http://144.76.159.231:8080/job/ApacheCarbonPRBuilder/470/



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[GitHub] carbondata issue #1136: [CARBONDATA-1268] Support encoding strategy for dime...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Success with Spark 1.6, Please check CI http://144.76.159.231:8080/job/ApacheCarbonPRBuilder/564/



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[GitHub] carbondata issue #1136: [CARBONDATA-1268] Support encoding strategy for dime...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Success with Spark 2.1.0, Please check CI http://136.243.101.176:8080/job/ApacheCarbonPRBuilder/3158/



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[GitHub] carbondata issue #1136: [CARBONDATA-1268] Support encoding strategy for dime...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Success with Spark 1.6, Please check CI http://144.76.159.231:8080/job/ApacheCarbonPRBuilder/565/



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[GitHub] carbondata issue #1136: [CARBONDATA-1268] Support encoding strategy for dime...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Success with Spark 2.1.0, Please check CI http://136.243.101.176:8080/job/ApacheCarbonPRBuilder/3159/



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[GitHub] carbondata issue #1136: [CARBONDATA-1268] Support encoding strategy for dime...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Success with Spark 1.6, Please check CI http://144.76.159.231:8080/job/ApacheCarbonPRBuilder/571/



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[GitHub] carbondata issue #1136: [CARBONDATA-1268] Support encoding strategy for dime...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user CarbonDataQA commented on the issue:

    https://github.com/apache/carbondata/pull/1136
 
    Build Success with Spark 2.1.0, Please check CI http://136.243.101.176:8080/job/ApacheCarbonPRBuilder/3166/



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[GitHub] carbondata pull request #1136: [CARBONDATA-1268] Support encoding strategy f...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user ravipesala commented on a diff in the pull request:

    https://github.com/apache/carbondata/pull/1136#discussion_r128908712
 
    --- Diff: core/src/main/java/org/apache/carbondata/core/datastore/TableSpec.java ---
    @@ -25,197 +25,142 @@
     
     public class TableSpec {
     
    -  // contains name and type for each dimension
    -  private DimensionSpec dimensionSpec;
    -  // contains name and type for each measure
    -  private MeasureSpec measureSpec;
    +  // column spec for each dimension and measure
    +  private DimensionSpec[] dimensionSpec;
    +  private MeasureSpec[] measureSpec;
     
    -  public TableSpec(List<CarbonDimension> dimensions, List<CarbonMeasure> measures) {
    -    dimensionSpec = new DimensionSpec(dimensions);
    -    measureSpec = new MeasureSpec(measures);
    -  }
    +  // number of simple dimensions
    +  private int numSimpleDimensions;
     
    -  public DimensionSpec getDimensionSpec() {
    -    return dimensionSpec;
    -  }
    -
    -  public MeasureSpec getMeasureSpec() {
    -    return measureSpec;
    -  }
    -
    -  public class DimensionSpec {
    -
    -    // field name of each dimension, in schema order
    -    private String[] fieldName;
    -
    -    // encoding type of each dimension, in schema order
    -    private DimensionType[] types;
    -
    -    // number of simple dimensions
    -    private int numSimpleDimensions;
    -
    -    // number of complex dimensions
    -    private int numComplexDimensions;
    -
    -    // number of dimensions after complex column expansion
    -    private int numDimensionExpanded;
    -
    -    DimensionSpec(List<CarbonDimension> dimensions) {
    -      // first calculate total number of columnar field considering column group and complex column
    -      numDimensionExpanded = 0;
    -      numSimpleDimensions = 0;
    -      numComplexDimensions = 0;
    -      boolean inColumnGroup = false;
    -      for (CarbonDimension dimension : dimensions) {
    -        if (dimension.isColumnar()) {
    -          if (inColumnGroup) {
    -            inColumnGroup = false;
    -          }
    -          if (dimension.isComplex()) {
    -            numDimensionExpanded += dimension.getNumDimensionsExpanded();
    -            numComplexDimensions++;
    -          } else {
    -            numDimensionExpanded++;
    -            numSimpleDimensions++;
    -          }
    -        } else {
    -          // column group
    -          if (!inColumnGroup) {
    -            inColumnGroup = true;
    -            numDimensionExpanded++;
    -            numSimpleDimensions++;
    -          }
    +  public TableSpec(List<CarbonDimension> dimensions, List<CarbonMeasure> measures) {
    +    // first calculate total number of columnar field considering column group and complex column
    +    numSimpleDimensions = 0;
    +    for (CarbonDimension dimension : dimensions) {
    +      if (dimension.isColumnar()) {
    +        if (!dimension.isComplex()) {
    +          numSimpleDimensions++;
             }
    +      } else {
    +        throw new UnsupportedOperationException("column group is not supported");
           }
    +    }
    +    dimensionSpec = new DimensionSpec[dimensions.size()];
    +    measureSpec = new MeasureSpec[measures.size()];
    +    addDimensions(dimensions);
    +    addMeasures(measures);
    +  }
     
    -      // then extract dimension name and type for each column
    -      fieldName = new String[numDimensionExpanded];
    -      types = new DimensionType[numDimensionExpanded];
    -      inColumnGroup = false;
    -      int index = 0;
    -      for (CarbonDimension dimension : dimensions) {
    -        if (dimension.isColumnar()) {
    -          if (inColumnGroup) {
    -            inColumnGroup = false;
    -          }
    -          if (dimension.isComplex()) {
    -            int count = addDimension(index, dimension);
    -            index += count;
    -          } else if (dimension.getDataType() == DataType.TIMESTAMP ||
    -                     dimension.getDataType() == DataType.DATE) {
    -            addSimpleDimension(index++, dimension.getColName(), DimensionType.DIRECT_DICTIONARY);
    -          } else if (dimension.isGlobalDictionaryEncoding()) {
    -            addSimpleDimension(index++, dimension.getColName(), DimensionType.GLOBAL_DICTIONARY);
    -          } else {
    -            addSimpleDimension(index++, dimension.getColName(), DimensionType.PLAIN_VALUE);
    -          }
    +  private void addDimensions(List<CarbonDimension> dimensions) {
    +    int dimIndex = 0;
    +    for (int i = 0; i < dimensions.size(); i++) {
    +      CarbonDimension dimension = dimensions.get(i);
    +      if (dimension.isColumnar()) {
    +        if (dimension.isComplex()) {
    +          DimensionSpec spec = new DimensionSpec(DimensionType.COMPLEX, dimension);
    +          dimensionSpec[dimIndex++] = spec;
    +        } else if (dimension.getDataType() == DataType.TIMESTAMP ||
    --- End diff --
   
    it is better to check the encoding types rather than datatype.


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[GitHub] carbondata pull request #1136: [CARBONDATA-1268] Support encoding strategy f...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user ravipesala commented on a diff in the pull request:

    https://github.com/apache/carbondata/pull/1136#discussion_r128908871
 
    --- Diff: core/src/main/java/org/apache/carbondata/core/datastore/page/encoding/DictDimensionIndexCodec.java ---
    @@ -0,0 +1,70 @@
    +/*
    + * 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.carbondata.core.datastore.page.encoding;
    +
    +import org.apache.carbondata.core.datastore.DimensionType;
    +import org.apache.carbondata.core.datastore.columnar.BlockIndexerStorageForInt;
    +import org.apache.carbondata.core.datastore.columnar.BlockIndexerStorageForNoInvertedIndexForInt;
    +import org.apache.carbondata.core.datastore.columnar.BlockIndexerStorageForNoInvertedIndexForShort;
    +import org.apache.carbondata.core.datastore.columnar.BlockIndexerStorageForShort;
    +import org.apache.carbondata.core.datastore.columnar.IndexStorage;
    +import org.apache.carbondata.core.datastore.compression.Compressor;
    +import org.apache.carbondata.core.datastore.page.ColumnPage;
    +import org.apache.carbondata.core.memory.MemoryException;
    +import org.apache.carbondata.core.metadata.ColumnarFormatVersion;
    +import org.apache.carbondata.core.util.ByteUtil;
    +
    +public class DictDimensionIndexCodec extends IndexStorageCodec {
    +
    +  DictDimensionIndexCodec(boolean isSort, boolean isInvertedIndex, Compressor compressor) {
    +    super(isSort, isInvertedIndex, compressor);
    +  }
    +
    +  @Override
    +  public String getName() {
    +    return "DictDimensionIndexCodec";
    +  }
    +
    +  @Override
    +  public EncodedColumnPage encode(ColumnPage input) {
    +    IndexStorage indexStorage;
    +    byte[][] data = input.getByteArrayPage();
    +    if (isInvertedIndex) {
    +      if (version == ColumnarFormatVersion.V3) {
    +        indexStorage = new BlockIndexerStorageForShort(data, true, false, isSort);
    +      } else {
    +        indexStorage = new BlockIndexerStorageForInt(data, true, false, isSort);
    +      }
    +    } else {
    +      if (version == ColumnarFormatVersion.V3) {
    +        indexStorage = new BlockIndexerStorageForNoInvertedIndexForShort(data, false);
    +      } else {
    +        indexStorage = new BlockIndexerStorageForNoInvertedIndexForInt(data);
    +      }
    +    }
    +    byte[] flattened = ByteUtil.flatten(indexStorage.getDataPage());
    +    byte[] compressed = compressor.compressByte(flattened);
    +    return new EncodedDimensionPage(input.getPageSize(), compressed, indexStorage,
    +        DimensionType.GLOBAL_DICTIONARY);
    +  }
    +
    +  @Override
    +  public ColumnPage decode(byte[] input, int offset, int length) throws MemoryException {
    --- End diff --
   
    I think you are going to implement in future. May be at this point move this to `IndexStorageCodec` and throw UnsupportedException.


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[GitHub] carbondata pull request #1136: [CARBONDATA-1268] Support encoding strategy f...

qiuchenjian-2
In reply to this post by qiuchenjian-2
Github user jackylk commented on a diff in the pull request:

    https://github.com/apache/carbondata/pull/1136#discussion_r128918118
 
    --- Diff: core/src/main/java/org/apache/carbondata/core/datastore/page/encoding/DictDimensionIndexCodec.java ---
    @@ -0,0 +1,70 @@
    +/*
    + * 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.carbondata.core.datastore.page.encoding;
    +
    +import org.apache.carbondata.core.datastore.DimensionType;
    +import org.apache.carbondata.core.datastore.columnar.BlockIndexerStorageForInt;
    +import org.apache.carbondata.core.datastore.columnar.BlockIndexerStorageForNoInvertedIndexForInt;
    +import org.apache.carbondata.core.datastore.columnar.BlockIndexerStorageForNoInvertedIndexForShort;
    +import org.apache.carbondata.core.datastore.columnar.BlockIndexerStorageForShort;
    +import org.apache.carbondata.core.datastore.columnar.IndexStorage;
    +import org.apache.carbondata.core.datastore.compression.Compressor;
    +import org.apache.carbondata.core.datastore.page.ColumnPage;
    +import org.apache.carbondata.core.memory.MemoryException;
    +import org.apache.carbondata.core.metadata.ColumnarFormatVersion;
    +import org.apache.carbondata.core.util.ByteUtil;
    +
    +public class DictDimensionIndexCodec extends IndexStorageCodec {
    +
    +  DictDimensionIndexCodec(boolean isSort, boolean isInvertedIndex, Compressor compressor) {
    +    super(isSort, isInvertedIndex, compressor);
    +  }
    +
    +  @Override
    +  public String getName() {
    +    return "DictDimensionIndexCodec";
    +  }
    +
    +  @Override
    +  public EncodedColumnPage encode(ColumnPage input) {
    +    IndexStorage indexStorage;
    +    byte[][] data = input.getByteArrayPage();
    +    if (isInvertedIndex) {
    +      if (version == ColumnarFormatVersion.V3) {
    +        indexStorage = new BlockIndexerStorageForShort(data, true, false, isSort);
    +      } else {
    +        indexStorage = new BlockIndexerStorageForInt(data, true, false, isSort);
    +      }
    +    } else {
    +      if (version == ColumnarFormatVersion.V3) {
    +        indexStorage = new BlockIndexerStorageForNoInvertedIndexForShort(data, false);
    +      } else {
    +        indexStorage = new BlockIndexerStorageForNoInvertedIndexForInt(data);
    +      }
    +    }
    +    byte[] flattened = ByteUtil.flatten(indexStorage.getDataPage());
    +    byte[] compressed = compressor.compressByte(flattened);
    +    return new EncodedDimensionPage(input.getPageSize(), compressed, indexStorage,
    +        DimensionType.GLOBAL_DICTIONARY);
    +  }
    +
    +  @Override
    +  public ColumnPage decode(byte[] input, int offset, int length) throws MemoryException {
    --- End diff --
   
    I have not modified any logic in read part so that backward compatibility is ensured.
    This need to be done in future PR


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