org.apache.lens.cube.parse.FieldValidator Maven / Gradle / Ivy

Go to download
Show more of this group Show more artifacts with this name
Show all versions of lens-cube Show documentation
OLAP cube queries
The newest version!
/**
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 *
 *   http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing,
 * software distributed under the License is distributed on an
 * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
 * KIND, either express or implied.  See the License for the
 * specific language governing permissions and limitations
 * under the License.
 */
package org.apache.lens.cube.parse;

import java.util.*;

import org.apache.lens.cube.error.ConflictingFields;
import org.apache.lens.cube.error.FieldsCannotBeQueriedTogetherException;
import org.apache.lens.cube.metadata.CubeInterface;
import org.apache.lens.cube.metadata.DerivedCube;
import org.apache.lens.cube.metadata.ReferencedDimAttribute;
import org.apache.lens.cube.metadata.ReferencedDimAttribute.ChainRefCol;
import org.apache.lens.cube.parse.ExpressionResolver.ExprSpecContext;
import org.apache.lens.server.api.error.LensException;

import org.apache.hadoop.hive.ql.parse.ASTNode;
import org.apache.hadoop.hive.ql.parse.HiveParser;

import com.google.common.collect.ImmutableSet;
import lombok.extern.slf4j.Slf4j;

/**
 * Validate fields based on cube queryability
 */
@Slf4j
public class FieldValidator implements ContextRewriter {

  @Override
  public void rewriteContext(CubeQueryContext cubeql) throws LensException {
    validateFields(cubeql);
  }

  public void validateFields(CubeQueryContext cubeql) throws LensException {
    CubeInterface cube = cubeql.getCube();
    if (cube == null) {
      return;
    }

    if (!cube.allFieldsQueriable()) {
      // do queried field validation
      List dcubes;
      dcubes = cubeql.getMetastoreClient().getAllDerivedQueryableCubes(cube);

      ImmutableSet queriedTimeDimCols = cubeql.getQueriedTimeDimCols();

      Set queriedDimAttrs = new LinkedHashSet(queriedTimeDimCols);
      Set nonQueryableFields = new LinkedHashSet(queriedTimeDimCols);

      Set queriedMsrs = new LinkedHashSet(cubeql.getQueriedMsrs());
      queriedMsrs.addAll(getMeasuresFromExprMeasures(cubeql));
      Set chainedSrcColumns = new HashSet();

      // dim attributes and chained source columns should only come from WHERE and GROUP BY ASTs
      findDimAttrsAndChainSourceColumns(cubeql, cubeql.getGroupByAST(), queriedDimAttrs, chainedSrcColumns,
          nonQueryableFields);
      findDimAttrsAndChainSourceColumns(cubeql, cubeql.getWhereAST(), queriedDimAttrs,
        chainedSrcColumns, nonQueryableFields);

      // do validation
      // Find atleast one derived cube which contains all the dimensions
      // queried.
      log.info("Chained columns: {}, Queried dim attributes: {}", chainedSrcColumns, queriedDimAttrs);
      boolean derivedCubeFound = false;
      for (DerivedCube dcube : dcubes) {

        if (dcube.getDimAttributeNames().containsAll(chainedSrcColumns)
          && dcube.getDimAttributeNames().containsAll(queriedDimAttrs)) {
          log.info("Derived cube found: {}", dcube.getName());
          // remove all the measures that are covered
          queriedMsrs.removeAll(dcube.getMeasureNames());
          derivedCubeFound = true;
        }
      }

      final SortedSet conflictingFields = new TreeSet();

      if (!derivedCubeFound && !nonQueryableFields.isEmpty()) {
        conflictingFields.addAll(nonQueryableFields);
        throw new FieldsCannotBeQueriedTogetherException(new ConflictingFields(conflictingFields));
      }

      if (!queriedMsrs.isEmpty()) {
        log.info("Uncovered queried Measures: {}", queriedMsrs);
        // Add appropriate message to know which fields are not queryable together
        if (!nonQueryableFields.isEmpty()) {
          log.info("Non queryable fields: {}", nonQueryableFields);
          conflictingFields.addAll(nonQueryableFields);
          conflictingFields.addAll(queriedMsrs);
          throw new FieldsCannotBeQueriedTogetherException(new ConflictingFields(conflictingFields));
        } else {
          conflictingFields.addAll(queriedMsrs);
          throw new FieldsCannotBeQueriedTogetherException(new ConflictingFields(conflictingFields));
        }
      }
    }
  }
  private Set getMeasuresFromExprMeasures(CubeQueryContext cubeql) {
    Set exprMeasures = new HashSet();
    String cubeAlias = cubeql.getAliasForTableName(cubeql.getCube().getName());
    for (String expr : cubeql.getQueriedExprsWithMeasures()) {
      for (ExprSpecContext esc : cubeql.getExprCtx().getExpressionContext(expr, cubeAlias).getAllExprs()) {
        if (esc.getTblAliasToColumns().get(cubeAlias) != null) {
          for (String cubeCol : esc.getTblAliasToColumns().get(cubeAlias)) {
            if (cubeql.getCube().getMeasureByName(cubeCol) != null) {
              exprMeasures.add(cubeCol);
            }
          }
        }
      }
    }
    return exprMeasures;
  }

  // Traverse parse tree to figure out dimension attributes of the cubes and join chains
  // present in the AST.
  private void findDimAttrsAndChainSourceColumns(final CubeQueryContext cubeql,
                                                 final ASTNode tree,
                                                 final Set dimAttributes,
                                                 final Set chainSourceColumns,
                                                 final Set nonQueryableColumns) throws LensException {
    if (tree == null || !cubeql.hasCubeInQuery()) {
      return;
    }

    final CubeInterface cube = cubeql.getCube();

    HQLParser.bft(tree, new HQLParser.ASTNodeVisitor() {
      @Override
      public void visit(HQLParser.TreeNode treeNode) throws LensException {
        ASTNode astNode = treeNode.getNode();
        if (astNode.getToken().getType() == HiveParser.DOT) {
          // At this point alias replacer has run, so all columns are of the type table.column name
          ASTNode aliasNode = HQLParser.findNodeByPath((ASTNode) astNode.getChild(0), HiveParser.Identifier);
          String tabName = aliasNode.getText().toLowerCase().trim();
          ASTNode colNode = (ASTNode) astNode.getChild(1);
          String colName = colNode.getText().toLowerCase().trim();

          // Check if table is a join chain
          if (cubeql.getJoinchains().containsKey(tabName)) {
            // this 'tabName' is a join chain, so add all source columns
            chainSourceColumns.addAll(cubeql.getJoinchains().get(tabName).getSourceColumns());
            nonQueryableColumns.add(tabName + "." + colName);
          } else if (tabName.equalsIgnoreCase(cubeql.getAliasForTableName(cube.getName()))) {
            if (cube.getDimAttributeNames().contains(colName)) {
              // Alternatively, check if this is a dimension attribute, if yes add it to the dim attribute set
              // and non queryable fields set
              nonQueryableColumns.add(colName);

              // If this is a referenced dim attribute leading to a chain, then instead of adding this
              // column, we add the source columns of the chain.
              if (cube.getDimAttributeByName(colName) instanceof ReferencedDimAttribute) {
                ReferencedDimAttribute rdim = (ReferencedDimAttribute) cube.getDimAttributeByName(colName);
                for (ChainRefCol refCol : rdim.getChainRefColumns()) {
                  chainSourceColumns.addAll(cube.getChainByName(refCol.getChainName()).getSourceColumns());
                }
              } else {
                // This is a dim attribute, needs to be validated
                dimAttributes.add(colName);
              }
            } else if (cube.getExpressionNames().contains(colName)) {
              if (cubeql.getQueriedExprs().contains(colName)) {
                for (ASTNode exprNode : cubeql.getExprCtx().getExpressionContext(colName,
                  cubeql.getAliasForTableName(cubeql.getCube().getName())).getAllASTNodes()) {
                  findDimAttrsAndChainSourceColumns(cubeql, exprNode, dimAttributes, chainSourceColumns,
                    nonQueryableColumns);
                }
              }
            }
          }
        }
      }
    });
  }
}