[GitHub] [carbondata] ajantha-bhat opened a new pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

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[GitHub] [carbondata] ajantha-bhat commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

GitBox

ajantha-bhat commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r434412447



##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,302 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();

Review comment:
       sum is understandable. There are 2 people reviewed before !




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[GitHub] [carbondata] ajantha-bhat commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

GitBox
In reply to this post by GitBox

ajantha-bhat commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r434412721



##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,302 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();
+    rowCountInSplits.add(sum);
+    for (int i = 1; i < splits.size(); i++) {
+      // prepare a summation array of row counts in each blocklet,
+      // this is used for pruning with pagination vales.
+      // At current index, it contains sum of rows of all the blocklet from previous + current.
+      sum += ((CarbonInputSplit) splits.get(i)).getDetailInfo().getRowCount();
+      rowCountInSplits.add(sum);
+    }
+  }
+
+  /**
+   * Pagination query with from and to range.
+   *
+   * @param fromRowNumber must be greater 0 (as row id starts from 1)
+   *                      and less than equal to toRowNumber
+   * @param toRowNumber must be greater than 0 (as row id starts from 1)

Review comment:
       ok




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[GitHub] [carbondata] ajantha-bhat commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

GitBox
In reply to this post by GitBox

ajantha-bhat commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r434413651



##########
File path: sdk/sdk/src/test/java/org/apache/carbondata/sdk/file/PaginationCarbonReaderTest.java
##########
@@ -0,0 +1,221 @@
+/*
+ * 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.sdk.file;
+
+import java.io.File;
+import java.io.IOException;
+
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.metadata.datatype.DataTypes;
+import org.apache.carbondata.core.metadata.datatype.Field;
+import org.apache.carbondata.core.util.CarbonProperties;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.commons.lang.RandomStringUtils;
+import org.junit.Assert;
+import org.junit.Test;
+
+/**
+ * Test suite for {@link CSVCarbonWriter}
+ */
+public class PaginationCarbonReaderTest {

Review comment:
       already there. please check




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[GitHub] [carbondata] ajantha-bhat commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

GitBox
In reply to this post by GitBox

ajantha-bhat commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r434414148



##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,302 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();
+    rowCountInSplits.add(sum);
+    for (int i = 1; i < splits.size(); i++) {
+      // prepare a summation array of row counts in each blocklet,
+      // this is used for pruning with pagination vales.
+      // At current index, it contains sum of rows of all the blocklet from previous + current.
+      sum += ((CarbonInputSplit) splits.get(i)).getDetailInfo().getRowCount();
+      rowCountInSplits.add(sum);
+    }
+  }
+
+  /**
+   * Pagination query with from and to range.
+   *
+   * @param fromRowNumber must be greater 0 (as row id starts from 1)
+   *                      and less than equal to toRowNumber
+   * @param toRowNumber must be greater than 0 (as row id starts from 1)
+   *                and greater than equals to fromRowNumber and not outside the total rows
+   * @return array of rows between fromRowNumber and toRowNumber (inclusive)
+   * @throws Exception
+   */
+  public Object[] read(long fromRowNumber, long toRowNumber)
+      throws IOException, InterruptedException {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    if (fromRowNumber < 1) {
+      throw new IllegalArgumentException("from row id:" + fromRowNumber + " is less than 1");
+    }
+    if (fromRowNumber > toRowNumber) {
+      throw new IllegalArgumentException(
+          "from row id:" + fromRowNumber + " is greater than to row id:" + toRowNumber);
+    }
+    if (toRowNumber > getTotalRows()) {
+      throw new IllegalArgumentException(

Review comment:
       user should know what to pass, getTotalRows() provided for this reason. If by mistake he passes wrong value. we should not assume and give till end of rows.




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[GitHub] [carbondata] ajantha-bhat commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

GitBox
In reply to this post by GitBox

ajantha-bhat commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r434414895



##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,302 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();
+    rowCountInSplits.add(sum);
+    for (int i = 1; i < splits.size(); i++) {
+      // prepare a summation array of row counts in each blocklet,
+      // this is used for pruning with pagination vales.
+      // At current index, it contains sum of rows of all the blocklet from previous + current.
+      sum += ((CarbonInputSplit) splits.get(i)).getDetailInfo().getRowCount();
+      rowCountInSplits.add(sum);
+    }
+  }
+
+  /**
+   * Pagination query with from and to range.
+   *
+   * @param fromRowNumber must be greater 0 (as row id starts from 1)
+   *                      and less than equal to toRowNumber
+   * @param toRowNumber must be greater than 0 (as row id starts from 1)
+   *                and greater than equals to fromRowNumber and not outside the total rows
+   * @return array of rows between fromRowNumber and toRowNumber (inclusive)
+   * @throws Exception
+   */
+  public Object[] read(long fromRowNumber, long toRowNumber)
+      throws IOException, InterruptedException {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    if (fromRowNumber < 1) {
+      throw new IllegalArgumentException("from row id:" + fromRowNumber + " is less than 1");
+    }
+    if (fromRowNumber > toRowNumber) {
+      throw new IllegalArgumentException(

Review comment:
       argument itslef if fromRowNumber, error message is  enough

##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,302 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();
+    rowCountInSplits.add(sum);
+    for (int i = 1; i < splits.size(); i++) {
+      // prepare a summation array of row counts in each blocklet,
+      // this is used for pruning with pagination vales.
+      // At current index, it contains sum of rows of all the blocklet from previous + current.
+      sum += ((CarbonInputSplit) splits.get(i)).getDetailInfo().getRowCount();
+      rowCountInSplits.add(sum);
+    }
+  }
+
+  /**
+   * Pagination query with from and to range.
+   *
+   * @param fromRowNumber must be greater 0 (as row id starts from 1)
+   *                      and less than equal to toRowNumber
+   * @param toRowNumber must be greater than 0 (as row id starts from 1)
+   *                and greater than equals to fromRowNumber and not outside the total rows
+   * @return array of rows between fromRowNumber and toRowNumber (inclusive)
+   * @throws Exception
+   */
+  public Object[] read(long fromRowNumber, long toRowNumber)
+      throws IOException, InterruptedException {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    if (fromRowNumber < 1) {
+      throw new IllegalArgumentException("from row id:" + fromRowNumber + " is less than 1");

Review comment:
       argument itslef if fromRowNumber, error message is  enough




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[GitHub] [carbondata] ajantha-bhat commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

GitBox
In reply to this post by GitBox

ajantha-bhat commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r434414946



##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,302 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();
+    rowCountInSplits.add(sum);
+    for (int i = 1; i < splits.size(); i++) {
+      // prepare a summation array of row counts in each blocklet,
+      // this is used for pruning with pagination vales.
+      // At current index, it contains sum of rows of all the blocklet from previous + current.
+      sum += ((CarbonInputSplit) splits.get(i)).getDetailInfo().getRowCount();
+      rowCountInSplits.add(sum);
+    }
+  }
+
+  /**
+   * Pagination query with from and to range.
+   *
+   * @param fromRowNumber must be greater 0 (as row id starts from 1)
+   *                      and less than equal to toRowNumber
+   * @param toRowNumber must be greater than 0 (as row id starts from 1)
+   *                and greater than equals to fromRowNumber and not outside the total rows
+   * @return array of rows between fromRowNumber and toRowNumber (inclusive)
+   * @throws Exception
+   */
+  public Object[] read(long fromRowNumber, long toRowNumber)
+      throws IOException, InterruptedException {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    if (fromRowNumber < 1) {
+      throw new IllegalArgumentException("from row id:" + fromRowNumber + " is less than 1");

Review comment:
       argument itslef is fromRowNumber, error message is  enough




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[GitHub] [carbondata] ajantha-bhat commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

GitBox
In reply to this post by GitBox

ajantha-bhat commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r434414895



##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,302 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();
+    rowCountInSplits.add(sum);
+    for (int i = 1; i < splits.size(); i++) {
+      // prepare a summation array of row counts in each blocklet,
+      // this is used for pruning with pagination vales.
+      // At current index, it contains sum of rows of all the blocklet from previous + current.
+      sum += ((CarbonInputSplit) splits.get(i)).getDetailInfo().getRowCount();
+      rowCountInSplits.add(sum);
+    }
+  }
+
+  /**
+   * Pagination query with from and to range.
+   *
+   * @param fromRowNumber must be greater 0 (as row id starts from 1)
+   *                      and less than equal to toRowNumber
+   * @param toRowNumber must be greater than 0 (as row id starts from 1)
+   *                and greater than equals to fromRowNumber and not outside the total rows
+   * @return array of rows between fromRowNumber and toRowNumber (inclusive)
+   * @throws Exception
+   */
+  public Object[] read(long fromRowNumber, long toRowNumber)
+      throws IOException, InterruptedException {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    if (fromRowNumber < 1) {
+      throw new IllegalArgumentException("from row id:" + fromRowNumber + " is less than 1");
+    }
+    if (fromRowNumber > toRowNumber) {
+      throw new IllegalArgumentException(

Review comment:
       argument itslef is fromRowNumber, error message is  enough




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[GitHub] [carbondata] ajantha-bhat commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

GitBox
In reply to this post by GitBox

ajantha-bhat commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r434412447



##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,302 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();

Review comment:
       sum is understandable.




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[GitHub] [carbondata] CarbonDataQA1 commented on pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

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CarbonDataQA1 commented on pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#issuecomment-638130343






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[GitHub] [carbondata] akashrn5 commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

GitBox
In reply to this post by GitBox

akashrn5 commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r434515260



##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,302 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();

Review comment:
       `summationOfRowsInEachBlocklet` would be more meaningful i guess,




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[GitHub] [carbondata] akashrn5 commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

GitBox
In reply to this post by GitBox

akashrn5 commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r434515638



##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,302 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();
+    rowCountInSplits.add(sum);
+    for (int i = 1; i < splits.size(); i++) {
+      // prepare a summation array of row counts in each blocklet,
+      // this is used for pruning with pagination vales.
+      // At current index, it contains sum of rows of all the blocklet from previous + current.
+      sum += ((CarbonInputSplit) splits.get(i)).getDetailInfo().getRowCount();
+      rowCountInSplits.add(sum);
+    }
+  }
+
+  /**
+   * Pagination query with from and to range.
+   *
+   * @param fromRowNumber must be greater 0 (as row id starts from 1)
+   *                      and less than equal to toRowNumber
+   * @param toRowNumber must be greater than 0 (as row id starts from 1)
+   *                and greater than equals to fromRowNumber and not outside the total rows
+   * @return array of rows between fromRowNumber and toRowNumber (inclusive)
+   * @throws Exception
+   */
+  public Object[] read(long fromRowNumber, long toRowNumber)
+      throws IOException, InterruptedException {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    if (fromRowNumber < 1) {
+      throw new IllegalArgumentException("from row id:" + fromRowNumber + " is less than 1");

Review comment:
       just from row id in error, doesn't make much sense right




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[GitHub] [carbondata] akashrn5 commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

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In reply to this post by GitBox

akashrn5 commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r434515732



##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,302 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();
+    rowCountInSplits.add(sum);
+    for (int i = 1; i < splits.size(); i++) {
+      // prepare a summation array of row counts in each blocklet,
+      // this is used for pruning with pagination vales.
+      // At current index, it contains sum of rows of all the blocklet from previous + current.
+      sum += ((CarbonInputSplit) splits.get(i)).getDetailInfo().getRowCount();
+      rowCountInSplits.add(sum);
+    }
+  }
+
+  /**
+   * Pagination query with from and to range.
+   *
+   * @param fromRowNumber must be greater 0 (as row id starts from 1)
+   *                      and less than equal to toRowNumber
+   * @param toRowNumber must be greater than 0 (as row id starts from 1)
+   *                and greater than equals to fromRowNumber and not outside the total rows
+   * @return array of rows between fromRowNumber and toRowNumber (inclusive)
+   * @throws Exception
+   */
+  public Object[] read(long fromRowNumber, long toRowNumber)
+      throws IOException, InterruptedException {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    if (fromRowNumber < 1) {
+      throw new IllegalArgumentException("from row id:" + fromRowNumber + " is less than 1");
+    }
+    if (fromRowNumber > toRowNumber) {
+      throw new IllegalArgumentException(

Review comment:
       same as above




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[GitHub] [carbondata] ajantha-bhat commented on pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

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ajantha-bhat commented on pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#issuecomment-638155466


   retest this please


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[GitHub] [carbondata] CarbonDataQA1 commented on pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

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CarbonDataQA1 commented on pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#issuecomment-638234676


   Build Success with Spark 2.3.4, Please check CI http://121.244.95.60:12545/job/ApacheCarbonPRBuilder2.3/3130/
   


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[GitHub] [carbondata] CarbonDataQA1 commented on pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

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CarbonDataQA1 commented on pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#issuecomment-638235543


   Build Success with Spark 2.4.5, Please check CI http://121.244.95.60:12545/job/ApacheCarbon_PR_Builder_2.4.5/1406/
   


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[GitHub] [carbondata] VenuReddy2103 commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

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In reply to this post by GitBox

VenuReddy2103 commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r435146300



##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,303 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();
+    rowCountInSplits.add(sum);

Review comment:
       Any reason for first split rows count handling seperately instead of doing in below for loop itself with loop starting with i = 0; If it was unintentional, suggest to remove outside & start loop from 0.




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[GitHub] [carbondata] VenuReddy2103 commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

GitBox
In reply to this post by GitBox

VenuReddy2103 commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r435181761



##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,303 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();
+    rowCountInSplits.add(sum);
+    for (int i = 1; i < splits.size(); i++) {
+      // prepare a summation array of row counts in each blocklet,
+      // this is used for pruning with pagination vales.
+      // At current index, it contains sum of rows of all the blocklet from previous + current.
+      sum += ((CarbonInputSplit) splits.get(i)).getDetailInfo().getRowCount();
+      rowCountInSplits.add(sum);
+    }
+  }
+
+  /**
+   * Pagination query with from and to range.
+   *
+   * @param fromRowNumber must be greater than 0 (as row id starts from 1)
+   *                      and less than or equals to toRowNumber
+   * @param toRowNumber must be greater than 0 (as row id starts from 1)
+   *                and greater than or equals to fromRowNumber
+   *                and should not cross the total rows count
+   * @return array of rows between fromRowNumber and toRowNumber (inclusive)
+   * @throws Exception
+   */
+  public Object[] read(long fromRowNumber, long toRowNumber)
+      throws IOException, InterruptedException {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    if (fromRowNumber < 1) {
+      throw new IllegalArgumentException("from row id:" + fromRowNumber + " is less than 1");
+    }
+    if (fromRowNumber > toRowNumber) {
+      throw new IllegalArgumentException(
+          "from row id:" + fromRowNumber + " is greater than to row id:" + toRowNumber);
+    }
+    if (toRowNumber > getTotalRows()) {
+      throw new IllegalArgumentException(
+          "to row id:" + toRowNumber + " is greater than total rows:" + getTotalRows());
+    }
+    return getRows(fromRowNumber, toRowNumber);
+  }
+
+  /**
+   * Get total rows in the folder or a list of CarbonData files.
+   * It is based on the snapshot of files taken while building the reader.
+   *
+   * @return total rows from all the files in the reader.
+   */
+  public long getTotalRows() {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    return rowCountInSplits.get(rowCountInSplits.size() - 1);
+  }
+
+  /**
+   * This interface is for python to call java.
+   * Because python cannot understand java Long object. so send string object.
+   *
+   * Get total rows in the folder or a list of CarbonData files.
+   * It is based on the snapshot of files taken while building the reader.
+   *
+   *
+   * @return total rows from all the files in the reader.
+   */
+  public String getTotalRowsAsString() {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    return (rowCountInSplits.get(rowCountInSplits.size() - 1)).toString();
+  }
+
+  private static int findBlockletIndex(List<Long> summationArray, Long key) {
+    // summation array is in sorted order, so can use the binary search.
+    int index = Collections.binarySearch(summationArray, key);
+    if (index < 0) {
+      // when key not found, binary search returns negative index [-1 to -N].
+      // which is the possible place where key can be inserted.
+      // with one shifted position. As 0 is also a valid index.
+      // offset the one index shifted and get absolute value of it.
+      index = Math.abs(index + 1);
+    }
+    return index;
+  }
+
+  private Range getBlockletIndexRange(long fromRowNumber, long toRowNumber) {
+    // find the matching blocklet index range by checking with from and to.
+    int upperBound = findBlockletIndex(rowCountInSplits, toRowNumber);
+    // lower bound cannot be more than upper bound, so work on sub list.
+    int lowerBound = findBlockletIndex(rowCountInSplits.subList(0, upperBound), fromRowNumber);
+    return new Range(lowerBound, upperBound);
+  }
+
+  private Object[] getRows(long fromRowNumber, long toRowNumber)
+      throws IOException, InterruptedException {
+    int rowCount = 0;
+    Object[] rows = new Object[(int)(toRowNumber - fromRowNumber + 1)];
+    // get the matching split index (blocklets) range for the input range.
+    Range blockletIndexRange = getBlockletIndexRange(fromRowNumber, toRowNumber);
+    for (int i = blockletIndexRange.getFrom(); i <= blockletIndexRange.getTo(); i++) {
+      String blockletUniqueId = String.valueOf(i);
+      BlockletRows blockletRows;
+      if (cache.get(blockletUniqueId) != null) {
+        blockletRows = (BlockletRows)cache.get(blockletUniqueId);
+      } else {
+        BlockletDetailInfo detailInfo =
+            ((CarbonInputSplit) allBlockletSplits.get(i)).getDetailInfo();
+        int rowCountInBlocklet = detailInfo.getRowCount();
+        Object[] rowsInBlocklet = new Object[rowCountInBlocklet];
+        // read the rows from the blocklet
+        // TODO: read blocklets in multi-thread if there is a performance requirement.
+        readerBuilder.setInputSplit(allBlockletSplits.get(i));
+        CarbonReader<Object> carbonReader = readerBuilder.build();
+        int count = 0;
+        while (carbonReader.hasNext()) {

Review comment:
       we don't continue with next splits if current split read fails ?




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[GitHub] [carbondata] VenuReddy2103 commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

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VenuReddy2103 commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r435183240



##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,303 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();
+    rowCountInSplits.add(sum);
+    for (int i = 1; i < splits.size(); i++) {
+      // prepare a summation array of row counts in each blocklet,
+      // this is used for pruning with pagination vales.
+      // At current index, it contains sum of rows of all the blocklet from previous + current.
+      sum += ((CarbonInputSplit) splits.get(i)).getDetailInfo().getRowCount();
+      rowCountInSplits.add(sum);
+    }
+  }
+
+  /**
+   * Pagination query with from and to range.
+   *
+   * @param fromRowNumber must be greater than 0 (as row id starts from 1)
+   *                      and less than or equals to toRowNumber
+   * @param toRowNumber must be greater than 0 (as row id starts from 1)
+   *                and greater than or equals to fromRowNumber
+   *                and should not cross the total rows count
+   * @return array of rows between fromRowNumber and toRowNumber (inclusive)
+   * @throws Exception
+   */
+  public Object[] read(long fromRowNumber, long toRowNumber)
+      throws IOException, InterruptedException {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    if (fromRowNumber < 1) {
+      throw new IllegalArgumentException("from row id:" + fromRowNumber + " is less than 1");
+    }
+    if (fromRowNumber > toRowNumber) {
+      throw new IllegalArgumentException(
+          "from row id:" + fromRowNumber + " is greater than to row id:" + toRowNumber);
+    }
+    if (toRowNumber > getTotalRows()) {
+      throw new IllegalArgumentException(
+          "to row id:" + toRowNumber + " is greater than total rows:" + getTotalRows());
+    }
+    return getRows(fromRowNumber, toRowNumber);
+  }
+
+  /**
+   * Get total rows in the folder or a list of CarbonData files.
+   * It is based on the snapshot of files taken while building the reader.
+   *
+   * @return total rows from all the files in the reader.
+   */
+  public long getTotalRows() {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    return rowCountInSplits.get(rowCountInSplits.size() - 1);
+  }
+
+  /**
+   * This interface is for python to call java.
+   * Because python cannot understand java Long object. so send string object.
+   *
+   * Get total rows in the folder or a list of CarbonData files.
+   * It is based on the snapshot of files taken while building the reader.
+   *
+   *
+   * @return total rows from all the files in the reader.
+   */
+  public String getTotalRowsAsString() {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    return (rowCountInSplits.get(rowCountInSplits.size() - 1)).toString();
+  }
+
+  private static int findBlockletIndex(List<Long> summationArray, Long key) {
+    // summation array is in sorted order, so can use the binary search.
+    int index = Collections.binarySearch(summationArray, key);
+    if (index < 0) {
+      // when key not found, binary search returns negative index [-1 to -N].
+      // which is the possible place where key can be inserted.
+      // with one shifted position. As 0 is also a valid index.
+      // offset the one index shifted and get absolute value of it.
+      index = Math.abs(index + 1);
+    }
+    return index;
+  }
+
+  private Range getBlockletIndexRange(long fromRowNumber, long toRowNumber) {
+    // find the matching blocklet index range by checking with from and to.
+    int upperBound = findBlockletIndex(rowCountInSplits, toRowNumber);
+    // lower bound cannot be more than upper bound, so work on sub list.
+    int lowerBound = findBlockletIndex(rowCountInSplits.subList(0, upperBound), fromRowNumber);
+    return new Range(lowerBound, upperBound);
+  }
+
+  private Object[] getRows(long fromRowNumber, long toRowNumber)
+      throws IOException, InterruptedException {
+    int rowCount = 0;
+    Object[] rows = new Object[(int)(toRowNumber - fromRowNumber + 1)];
+    // get the matching split index (blocklets) range for the input range.
+    Range blockletIndexRange = getBlockletIndexRange(fromRowNumber, toRowNumber);
+    for (int i = blockletIndexRange.getFrom(); i <= blockletIndexRange.getTo(); i++) {
+      String blockletUniqueId = String.valueOf(i);
+      BlockletRows blockletRows;
+      if (cache.get(blockletUniqueId) != null) {
+        blockletRows = (BlockletRows)cache.get(blockletUniqueId);
+      } else {
+        BlockletDetailInfo detailInfo =
+            ((CarbonInputSplit) allBlockletSplits.get(i)).getDetailInfo();
+        int rowCountInBlocklet = detailInfo.getRowCount();
+        Object[] rowsInBlocklet = new Object[rowCountInBlocklet];
+        // read the rows from the blocklet
+        // TODO: read blocklets in multi-thread if there is a performance requirement.
+        readerBuilder.setInputSplit(allBlockletSplits.get(i));
+        CarbonReader<Object> carbonReader = readerBuilder.build();
+        int count = 0;
+        while (carbonReader.hasNext()) {
+          rowsInBlocklet[count++] = carbonReader.readNextRow();
+        }
+        carbonReader.close();

Review comment:
       hasNext() seem to throw IOException, InterruptedException exceptions. Enclose this while loop in try/catch/finally block is better ?




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[GitHub] [carbondata] VenuReddy2103 commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

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VenuReddy2103 commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r435258695



##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,303 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();
+    rowCountInSplits.add(sum);
+    for (int i = 1; i < splits.size(); i++) {
+      // prepare a summation array of row counts in each blocklet,
+      // this is used for pruning with pagination vales.
+      // At current index, it contains sum of rows of all the blocklet from previous + current.
+      sum += ((CarbonInputSplit) splits.get(i)).getDetailInfo().getRowCount();
+      rowCountInSplits.add(sum);
+    }
+  }
+
+  /**
+   * Pagination query with from and to range.
+   *
+   * @param fromRowNumber must be greater than 0 (as row id starts from 1)
+   *                      and less than or equals to toRowNumber
+   * @param toRowNumber must be greater than 0 (as row id starts from 1)
+   *                and greater than or equals to fromRowNumber
+   *                and should not cross the total rows count
+   * @return array of rows between fromRowNumber and toRowNumber (inclusive)
+   * @throws Exception
+   */
+  public Object[] read(long fromRowNumber, long toRowNumber)
+      throws IOException, InterruptedException {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    if (fromRowNumber < 1) {
+      throw new IllegalArgumentException("from row id:" + fromRowNumber + " is less than 1");
+    }
+    if (fromRowNumber > toRowNumber) {
+      throw new IllegalArgumentException(
+          "from row id:" + fromRowNumber + " is greater than to row id:" + toRowNumber);
+    }
+    if (toRowNumber > getTotalRows()) {
+      throw new IllegalArgumentException(
+          "to row id:" + toRowNumber + " is greater than total rows:" + getTotalRows());
+    }
+    return getRows(fromRowNumber, toRowNumber);
+  }
+
+  /**
+   * Get total rows in the folder or a list of CarbonData files.
+   * It is based on the snapshot of files taken while building the reader.
+   *
+   * @return total rows from all the files in the reader.
+   */
+  public long getTotalRows() {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    return rowCountInSplits.get(rowCountInSplits.size() - 1);
+  }
+
+  /**
+   * This interface is for python to call java.
+   * Because python cannot understand java Long object. so send string object.
+   *
+   * Get total rows in the folder or a list of CarbonData files.
+   * It is based on the snapshot of files taken while building the reader.
+   *
+   *
+   * @return total rows from all the files in the reader.
+   */
+  public String getTotalRowsAsString() {
+    if (isClosed) {
+      throw new RuntimeException("Pagination Reader is closed. please build again");
+    }
+    return (rowCountInSplits.get(rowCountInSplits.size() - 1)).toString();
+  }
+
+  private static int findBlockletIndex(List<Long> summationArray, Long key) {
+    // summation array is in sorted order, so can use the binary search.
+    int index = Collections.binarySearch(summationArray, key);
+    if (index < 0) {
+      // when key not found, binary search returns negative index [-1 to -N].
+      // which is the possible place where key can be inserted.
+      // with one shifted position. As 0 is also a valid index.
+      // offset the one index shifted and get absolute value of it.
+      index = Math.abs(index + 1);
+    }
+    return index;
+  }
+
+  private Range getBlockletIndexRange(long fromRowNumber, long toRowNumber) {
+    // find the matching blocklet index range by checking with from and to.
+    int upperBound = findBlockletIndex(rowCountInSplits, toRowNumber);
+    // lower bound cannot be more than upper bound, so work on sub list.
+    int lowerBound = findBlockletIndex(rowCountInSplits.subList(0, upperBound), fromRowNumber);
+    return new Range(lowerBound, upperBound);
+  }
+
+  private Object[] getRows(long fromRowNumber, long toRowNumber)
+      throws IOException, InterruptedException {
+    int rowCount = 0;
+    Object[] rows = new Object[(int)(toRowNumber - fromRowNumber + 1)];
+    // get the matching split index (blocklets) range for the input range.
+    Range blockletIndexRange = getBlockletIndexRange(fromRowNumber, toRowNumber);
+    for (int i = blockletIndexRange.getFrom(); i <= blockletIndexRange.getTo(); i++) {
+      String blockletUniqueId = String.valueOf(i);
+      BlockletRows blockletRows;
+      if (cache.get(blockletUniqueId) != null) {
+        blockletRows = (BlockletRows)cache.get(blockletUniqueId);
+      } else {
+        BlockletDetailInfo detailInfo =
+            ((CarbonInputSplit) allBlockletSplits.get(i)).getDetailInfo();
+        int rowCountInBlocklet = detailInfo.getRowCount();
+        Object[] rowsInBlocklet = new Object[rowCountInBlocklet];
+        // read the rows from the blocklet
+        // TODO: read blocklets in multi-thread if there is a performance requirement.
+        readerBuilder.setInputSplit(allBlockletSplits.get(i));
+        CarbonReader<Object> carbonReader = readerBuilder.build();
+        int count = 0;
+        while (carbonReader.hasNext()) {
+          rowsInBlocklet[count++] = carbonReader.readNextRow();
+        }
+        carbonReader.close();
+        long fromRowId;
+        if (i == 0) {
+          fromRowId = 1;
+        } else {
+          // previous index will contain the sum of rows till previous blocklet.
+          fromRowId = rowCountInSplits.get(i - 1) + 1;
+        }
+        blockletRows = new BlockletRows(fromRowId, detailInfo.getBlockSize(), rowsInBlocklet);
+        // add entry to cache with no expiry time
+        // key: unique blocklet id
+        // value: BlockletRows
+        cache.put(String.valueOf(i), blockletRows, blockletRows.getMemorySize(), Integer.MAX_VALUE);
+      }
+      long fromBlockletRow = blockletRows.getRowIdStartIndex();
+      long toBlockletRow = fromBlockletRow + blockletRows.getRowsCount();
+      Object[] rowsInBlocklet = blockletRows.getRows();
+      if (toRowNumber > toBlockletRow) {
+        if (fromRowNumber >= fromBlockletRow) {
+          // only fromRowNumber lies in this blocklet,
+          // read from fromRowNumber to end of the blocklet.
+          // -1 because row id starts form 0
+          int start = (int) (fromRowNumber - blockletRows.getRowIdStartIndex());
+          int end = blockletRows.getRowsCount();
+          while (start < end) {

Review comment:
       All 3 partial overlap cases we copy selectively. so start and end changes. but the while loop copy is same. How about refactor such that copy is moved out to common ? Just a suggestion if it doesn't make code difficult to understand.




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[GitHub] [carbondata] ajantha-bhat commented on a change in pull request #3770: [CARBONDATA-3829] Support pagination in SDK reader

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In reply to this post by GitBox

ajantha-bhat commented on a change in pull request #3770:
URL: https://github.com/apache/carbondata/pull/3770#discussion_r435944365



##########
File path: sdk/sdk/src/main/java/org/apache/carbondata/sdk/file/PaginationCarbonReader.java
##########
@@ -0,0 +1,303 @@
+/*
+ * 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.sdk.file;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.carbondata.common.annotations.InterfaceAudience;
+import org.apache.carbondata.common.annotations.InterfaceStability;
+import org.apache.carbondata.core.cache.CarbonLRUCache;
+import org.apache.carbondata.core.constants.CarbonCommonConstants;
+import org.apache.carbondata.core.indexstore.BlockletDetailInfo;
+import org.apache.carbondata.hadoop.CarbonInputSplit;
+import org.apache.carbondata.sdk.file.cache.BlockletRows;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+/**
+ * CarbonData SDK reader with pagination support
+ */
+@InterfaceAudience.User
+@InterfaceStability.Evolving
+public class PaginationCarbonReader<T> extends CarbonReader<T> {
+  // Splits based the file present in the reader path when the reader is built.
+  private List<InputSplit> allBlockletSplits;
+
+  // Rows till the current splits stored as list.
+  private List<Long> rowCountInSplits;
+
+  // Reader builder used to create the pagination reader, used for building split level readers.
+  private CarbonReaderBuilder readerBuilder;
+
+  private boolean isClosed;
+
+  // to store the rows of each blocklet in memory based LRU cache.
+  // key: unique blocklet id
+  // value: BlockletRows
+  private CarbonLRUCache cache =
+      new CarbonLRUCache(CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB,
+          CarbonCommonConstants.CARBON_MAX_PAGINATION_LRU_CACHE_SIZE_IN_MB_DEFAULT);
+
+  /**
+   * Call {@link #builder(String)} to construct an instance
+   */
+
+  PaginationCarbonReader(List<InputSplit> splits, CarbonReaderBuilder readerBuilder) {
+    // Initialize super class with no readers.
+    // Based on the splits identified for pagination query, readers will be built for the query.
+    super(null);
+    this.allBlockletSplits = splits;
+    this.readerBuilder = readerBuilder;
+    // prepare the mapping.
+    rowCountInSplits = new ArrayList<>(splits.size());
+    long sum = ((CarbonInputSplit) splits.get(0)).getDetailInfo().getRowCount();
+    rowCountInSplits.add(sum);

Review comment:
       yeah, it was initial code. modified.




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