io.cdap.directives.lookup.TableLookup Maven / Gradle / Ivy
/*
* Copyright © 2017-2019 Cask Data, Inc.
*
* Licensed under the Apache License, Version 2.0 (the "License"); you may not
* use this file except in compliance with the License. You may obtain a copy of
* the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations under
* the License.
*/
package io.cdap.directives.lookup;
import io.cdap.cdap.api.annotation.Description;
import io.cdap.cdap.api.annotation.Name;
import io.cdap.cdap.api.annotation.Plugin;
import io.cdap.cdap.api.common.Bytes;
import io.cdap.cdap.api.data.DatasetInstantiationException;
import io.cdap.cdap.etl.api.Lookup;
import io.cdap.wrangler.api.Arguments;
import io.cdap.wrangler.api.Directive;
import io.cdap.wrangler.api.DirectiveExecutionException;
import io.cdap.wrangler.api.DirectiveParseException;
import io.cdap.wrangler.api.ExecutorContext;
import io.cdap.wrangler.api.Row;
import io.cdap.wrangler.api.annotations.Categories;
import io.cdap.wrangler.api.lineage.Lineage;
import io.cdap.wrangler.api.lineage.Many;
import io.cdap.wrangler.api.lineage.Mutation;
import io.cdap.wrangler.api.parser.ColumnName;
import io.cdap.wrangler.api.parser.Text;
import io.cdap.wrangler.api.parser.TokenType;
import io.cdap.wrangler.api.parser.UsageDefinition;
import java.util.Collections;
import java.util.List;
import java.util.Map;
/**
* An directive that performs a lookup into a Table Dataset and adds the row values into the record.
*/
@Plugin(type = Directive.TYPE)
@Name(TableLookup.NAME)
@Categories(categories = { "lookup"})
@Description("Uses the given column as a key to perform a lookup into the specified table.")
public class TableLookup implements Directive, Lineage {
public static final String NAME = "table-lookup";
private String column;
private String table;
private boolean initialized;
private io.cdap.cdap.etl.api.lookup.TableLookup tableLookup;
@Override
public UsageDefinition define() {
UsageDefinition.Builder builder = UsageDefinition.builder(NAME);
builder.define("column", TokenType.COLUMN_NAME);
builder.define("table", TokenType.TEXT);
return builder.build();
}
@Override
public void initialize(Arguments args) throws DirectiveParseException {
this.column = ((ColumnName) args.value("column")).value();
this.table = ((Text) args.value("table")).value();
this.initialized = false;
}
@Override
public void destroy() {
// no-op
}
private void ensureInitialized(ExecutorContext context) throws DirectiveExecutionException {
if (initialized) {
return;
}
Lookup lookup;
try {
lookup = context.provide(table, Collections.emptyMap());
} catch (DatasetInstantiationException e) {
throw new DirectiveExecutionException(
NAME, String.format("Dataset '%s' could not be instantiated. Make sure that a dataset '%s' of " +
"type Table exists.", table, table), e);
}
if (!(lookup instanceof io.cdap.cdap.etl.api.lookup.TableLookup)) {
throw new DirectiveExecutionException(
NAME, "Lookup is not being performed on a table. Lookup can be performed only on tables.");
}
tableLookup = (io.cdap.cdap.etl.api.lookup.TableLookup) lookup;
initialized = true;
}
@Override
public List execute(List rows, ExecutorContext context) throws DirectiveExecutionException {
ensureInitialized(context);
for (Row row : rows) {
int idx = row.find(column);
if (idx == -1) {
continue;
}
Object object = row.getValue(idx);
if (object == null) {
throw new DirectiveExecutionException(
NAME, String.format("Column '%s' has null value. It should be a non-null 'String'.", column)
);
}
if (!(object instanceof String)) {
throw new DirectiveExecutionException(
NAME, String.format("Column '%s' is of invalid type '%s'. It should be of type 'String'.",
column, object.getClass().getSimpleName())
);
}
io.cdap.cdap.api.dataset.table.Row lookedUpRow = tableLookup.lookup((String) object);
for (Map.Entry entry : lookedUpRow.getColumns().entrySet()) {
row.add(column + "_" + Bytes.toString(entry.getKey()), Bytes.toString(entry.getValue()));
}
}
return rows;
}
@Override
public Mutation lineage() {
return Mutation.builder()
.readable("Looking up row in table '%s' based on column '%s'", table, column)
.all(Many.of(column))
.build();
}
}