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/*
* Copyright 2018 University of Michigan
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.verdictdb.sqlsyntax;
import java.util.Collection;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.concurrent.ThreadLocalRandom;
import com.google.common.collect.Lists;
public class ImpalaSyntax extends SqlSyntax {
private static final Map typeMap;
static {
typeMap = new HashMap<>();
typeMap.put("text", "string");
}
@Override
public boolean doesSupportTablePartitioning() {
return true;
}
@Override
public void dropTable(String schema, String tablename) {}
@Override
public Collection getCandidateJDBCDriverClassNames() {
List candidates = Lists.newArrayList("com.cloudera.impala.jdbc41.Driver");
return candidates;
}
@Override
public int getColumnNameColumnIndex() {
return 0;
}
@Override
public String getFallbackDefaultSchema() {
return "default";
}
@Override
public String getColumnsCommand(String schema, String table) {
return "DESCRIBE " + quoteName(schema) + "." + quoteName(table);
}
@Override
public int getColumnTypeColumnIndex() {
return 1;
}
@Override
public String getPartitionByInCreateTable(
List partitionColumns, List partitionCounts) {
String sql = new HiveSyntax().getPartitionByInCreateTable(partitionColumns, partitionCounts);
return sql;
}
@Override
public String getPartitionCommand(String schema, String table) {
return "SHOW PARTITIONS " + quoteName(schema) + "." + quoteName(table);
}
@Override
public String getQuoteString() {
return "`";
}
@Override
public String getSchemaCommand() {
return "SHOW DATABASES";
}
@Override
public int getSchemaNameColumnIndex() {
return 0;
}
@Override
public String getTableCommand(String schema) {
return "SHOW TABLES IN " + quoteName(schema);
}
@Override
public int getTableNameColumnIndex() {
return 0;
}
@Override
public String randFunction() {
int randomNum = ThreadLocalRandom.current().nextInt(0, (int) 1e9);
// 1. unix_timestamp() prevents the same random numbers are generated for different column
// especially when "create table as select" is used.
// 2. adding a random number to the timestamp prevents the same random numbers are generated
// for different columns.
return String.format("rand(unix_timestamp()+%d)", randomNum);
}
@Override
public boolean isAsRequiredBeforeSelectInCreateTable() {
return true;
}
@Override
public boolean equals(Object obj) {
if (obj == null) {
return false;
}
if (obj == this) {
return true;
}
if (obj.getClass() != getClass()) {
return false;
}
return true;
}
@Override
public String substituteTypeName(String type) {
String newType = typeMap.get(type.toLowerCase());
return (newType != null) ? newType : type;
}
@Override
public String getGenericStringDataTypeName() {
return "STRING";
}
@Override
public String getApproximateCountDistinct(String column) {
return String.format("ndv(%s)", column);
}
/**
* The following query returns 4.594682917363407 (4.59 / 100 = 0.0459):
*
* select stddev(c)
* from (
* select v, count(*) as c
* from (
* select pmod(fnv_hash(value), 100) as v
* from mytable2
* ) t1
* group by v
* ) t2;
*
* where mytable2 contains the integers from 0 to 10000.
*
* Note that the stddev of rand() is sqrt(0.01 * 0.99) = 0.09949874371.
*/
@Override
public String hashFunction(String column) {
String f = String.format(
"pmod(fnv_hash(%s), %d) / %d",
column, hashPrecision, hashPrecision);
return f;
}
}
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