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Posted to commits@falcon.apache.org by ve...@apache.org on 2013/11/02 00:42:11 UTC
[10/13] FALCON-143 Enable Late data handling for hive tables.
Contributed by Venkatesh Seetharam
http://git-wip-us.apache.org/repos/asf/incubator-falcon/blob/eb8ca3de/webapp/src/test/java/org/apache/falcon/late/LateDataHandlerIT.java
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diff --git a/webapp/src/test/java/org/apache/falcon/late/LateDataHandlerIT.java b/webapp/src/test/java/org/apache/falcon/late/LateDataHandlerIT.java
new file mode 100644
index 0000000..6cfa4e6
--- /dev/null
+++ b/webapp/src/test/java/org/apache/falcon/late/LateDataHandlerIT.java
@@ -0,0 +1,214 @@
+/**
+ * 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.falcon.late;
+
+import org.apache.falcon.catalog.CatalogPartition;
+import org.apache.falcon.catalog.CatalogServiceFactory;
+import org.apache.falcon.catalog.HiveCatalogService;
+import org.apache.falcon.entity.ClusterHelper;
+import org.apache.falcon.entity.v0.cluster.Cluster;
+import org.apache.falcon.entity.v0.cluster.Interfacetype;
+import org.apache.falcon.latedata.LateDataHandler;
+import org.apache.falcon.resource.TestContext;
+import org.apache.falcon.util.FSUtils;
+import org.apache.falcon.util.HiveTestUtils;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hcatalog.api.HCatAddPartitionDesc;
+import org.apache.hcatalog.api.HCatClient;
+import org.testng.Assert;
+import org.testng.annotations.AfterClass;
+import org.testng.annotations.BeforeClass;
+import org.testng.annotations.Test;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStreamReader;
+import java.util.Arrays;
+import java.util.HashMap;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * Integration tests for LateDataHandler with table storage.
+ */
+@Test
+public class LateDataHandlerIT {
+
+ private static final String DATABASE_NAME = "falcon_db";
+ private static final String TABLE_NAME = "input_table";
+ private static final String PARTITION_VALUE = "2012-04-21-00"; // ${YEAR}-${MONTH}-${DAY}-${HOUR}
+ private static final String LATE_DATA_DIR = "/falcon/test/late/foo/logs/latedata/2013-09-24-00-00/primary-cluster";
+
+ private final TestContext context = new TestContext();
+ private String storageUrl;
+ private String metastoreUrl;
+ private FileSystem fs;
+
+ @BeforeClass
+ public void prepare() throws Exception {
+ TestContext.cleanupStore();
+
+ String filePath = context.overlayParametersOverTemplate(
+ TestContext.CLUSTER_TEMPLATE, context.getUniqueOverlay());
+ context.setCluster(filePath);
+
+ Cluster cluster = context.getCluster().getCluster();
+ fs = FileSystem.get(ClusterHelper.getConfiguration(cluster));
+ storageUrl = ClusterHelper.getStorageUrl(cluster);
+ metastoreUrl = ClusterHelper.getInterface(cluster, Interfacetype.REGISTRY).getEndpoint();
+
+ copyDataAndScriptsToHDFS();
+
+ setupHiveMetastore();
+ }
+
+ private void copyDataAndScriptsToHDFS() throws IOException {
+ // copyTestDataToHDFS
+ FSUtils.copyResourceToHDFS(
+ "/apps/data/data.txt", "data.txt", storageUrl + "/falcon/test/input/" + PARTITION_VALUE);
+ }
+
+ private void setupHiveMetastore() throws Exception {
+ HiveTestUtils.createDatabase(metastoreUrl, DATABASE_NAME);
+ final List<String> partitionKeys = Arrays.asList("ds");
+ HiveTestUtils.createTable(metastoreUrl, DATABASE_NAME, TABLE_NAME, partitionKeys);
+ final String sourcePath = storageUrl + "/falcon/test/input/" + PARTITION_VALUE;
+ HiveTestUtils.loadData(metastoreUrl, DATABASE_NAME, TABLE_NAME, sourcePath, PARTITION_VALUE);
+ }
+
+ @AfterClass
+ public void tearDown() throws Exception {
+ HiveTestUtils.dropTable(metastoreUrl, DATABASE_NAME, TABLE_NAME);
+ HiveTestUtils.dropDatabase(metastoreUrl, DATABASE_NAME);
+
+ cleanupFS();
+ }
+
+ private void cleanupFS() throws IOException {
+ fs.delete(new Path("/falcon/test/input/" + PARTITION_VALUE), true);
+ fs.delete(new Path("/apps/data"), true);
+ fs.delete(new Path(LATE_DATA_DIR), true);
+ }
+
+ @Test
+ public void testLateDataHandlerForTableStorage() throws Exception {
+ String lateDataDir = storageUrl + LATE_DATA_DIR;
+ String feedUriTemplate = metastoreUrl.replace("thrift", "hcat") + "/"
+ + DATABASE_NAME + "/" + TABLE_NAME + "/ds=" + PARTITION_VALUE;
+
+ String[] args = {
+ "-out", lateDataDir,
+ "-paths", feedUriTemplate,
+ "-falconInputFeeds", "foo",
+ "-falconInputFeedStorageTypes", "TABLE",
+ };
+
+
+ LateDataHandler.main(args);
+
+ Path lateDataPath = new Path(storageUrl + LATE_DATA_DIR);
+ Assert.assertTrue(fs.exists(lateDataPath));
+
+ BufferedReader in = new BufferedReader(new InputStreamReader(fs.open(lateDataPath)));
+ String line;
+ Map<String, Long> recordedMetrics = new LinkedHashMap<String, Long>();
+ while ((line = in.readLine()) != null) {
+ if (line.isEmpty()) {
+ continue;
+ }
+ int index = line.indexOf('=');
+ String key = line.substring(0, index);
+ long size = Long.parseLong(line.substring(index + 1));
+ recordedMetrics.put(key, size);
+ }
+
+ LateDataHandler lateDataHandler = new LateDataHandler();
+ final long metric = lateDataHandler.computeStorageMetric(args[3], args[7], new Configuration());
+ Assert.assertEquals(recordedMetrics.get("foo").longValue(), metric);
+
+ final String changes = lateDataHandler.detectChanges(lateDataPath, recordedMetrics, new Configuration());
+ Assert.assertEquals("", changes);
+ }
+
+ @Test
+ public void testLateDataHandlerForTableStorageWithLate() throws Exception {
+ String lateDataDir = storageUrl + LATE_DATA_DIR;
+ String feedUriTemplate = metastoreUrl.replace("thrift", "hcat") + "/"
+ + DATABASE_NAME + "/" + TABLE_NAME + "/ds=" + PARTITION_VALUE;
+
+ String[] args = {
+ "-out", lateDataDir,
+ "-paths", feedUriTemplate,
+ "-falconInputFeeds", "foo",
+ "-falconInputFeedStorageTypes", "TABLE",
+ };
+
+ LateDataHandler.main(args);
+
+ Path lateDataPath = new Path(storageUrl + LATE_DATA_DIR);
+ Assert.assertTrue(fs.exists(lateDataPath));
+
+ BufferedReader in = new BufferedReader(new InputStreamReader(fs.open(lateDataPath)));
+ String line;
+ Map<String, Long> recordedMetrics = new LinkedHashMap<String, Long>();
+ while ((line = in.readLine()) != null) {
+ if (line.isEmpty()) {
+ continue;
+ }
+ int index = line.indexOf('=');
+ String key = line.substring(0, index);
+ long size = Long.parseLong(line.substring(index + 1));
+ recordedMetrics.put(key, size);
+ }
+
+ reinstatePartition();
+
+ LateDataHandler lateDataHandler = new LateDataHandler();
+ long metric = lateDataHandler.computeStorageMetric(args[3], args[7], new Configuration());
+ Assert.assertFalse(recordedMetrics.get("foo") == metric);
+
+ Map<String, Long> computedMetrics = new LinkedHashMap<String, Long>();
+ computedMetrics.put("foo", metric);
+
+ String changes = lateDataHandler.detectChanges(lateDataPath, computedMetrics, new Configuration());
+ Assert.assertEquals("foo", changes);
+ }
+
+ private void reinstatePartition() throws Exception {
+ final HCatClient client = HiveCatalogService.get(metastoreUrl);
+
+ Map<String, String> partitionSpec = new HashMap<String, String>();
+ partitionSpec.put("ds", PARTITION_VALUE);
+
+ client.dropPartitions(DATABASE_NAME, TABLE_NAME, partitionSpec, true);
+
+ Thread.sleep(1000); // sleep so the next add is delayed a bit
+
+ HCatAddPartitionDesc reinstatedPartition = HCatAddPartitionDesc.create(
+ DATABASE_NAME, TABLE_NAME, null, partitionSpec).build();
+ client.addPartition(reinstatedPartition);
+
+ CatalogPartition reInstatedPartition = CatalogServiceFactory.getCatalogService().getPartition(
+ metastoreUrl, DATABASE_NAME, TABLE_NAME, partitionSpec);
+ Assert.assertNotNull(reInstatedPartition);
+ }
+}
http://git-wip-us.apache.org/repos/asf/incubator-falcon/blob/eb8ca3de/webapp/src/test/java/org/apache/falcon/lifecycle/TableStorageFeedReplicationIT.java
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diff --git a/webapp/src/test/java/org/apache/falcon/lifecycle/TableStorageFeedReplicationIT.java b/webapp/src/test/java/org/apache/falcon/lifecycle/TableStorageFeedReplicationIT.java
index 57bccf7..256d3b5 100644
--- a/webapp/src/test/java/org/apache/falcon/lifecycle/TableStorageFeedReplicationIT.java
+++ b/webapp/src/test/java/org/apache/falcon/lifecycle/TableStorageFeedReplicationIT.java
@@ -59,7 +59,7 @@ public class TableStorageFeedReplicationIT {
private static final String TARGET_DATABASE_NAME = "tgt_demo_db";
private static final String TARGET_TABLE_NAME = "customer_bcp";
- private static final String PARTITION_VALUE = "2013-10-24-00"; // ${YEAR}-${MONTH}-${DAY}-${HOUR}
+ private static final String PARTITION_VALUE = "2013102400"; // ${YEAR}${MONTH}${DAY}${HOUR}
private final TestContext sourceContext = new TestContext();
private String sourceMetastoreUrl;
http://git-wip-us.apache.org/repos/asf/incubator-falcon/blob/eb8ca3de/webapp/src/test/resources/apps/data/data.txt
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diff --git a/webapp/src/test/resources/apps/data/data.txt b/webapp/src/test/resources/apps/data/data.txt
index f0ff9e8..fc1c491 100644
--- a/webapp/src/test/resources/apps/data/data.txt
+++ b/webapp/src/test/resources/apps/data/data.txt
@@ -1,1000 +1,1000 @@
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http://git-wip-us.apache.org/repos/asf/incubator-falcon/blob/eb8ca3de/webapp/src/test/resources/table/customer-table-replicating-feed.xml
----------------------------------------------------------------------
diff --git a/webapp/src/test/resources/table/customer-table-replicating-feed.xml b/webapp/src/test/resources/table/customer-table-replicating-feed.xml
index 29591fd..a59473a 100644
--- a/webapp/src/test/resources/table/customer-table-replicating-feed.xml
+++ b/webapp/src/test/resources/table/customer-table-replicating-feed.xml
@@ -34,11 +34,11 @@
<validity start="2013-10-24T00:00Z" end="2014-10-26T00:00Z"/>
<retention limit="months(12)" action="delete"/>
- <table uri="catalog:tgt_demo_db:customer_bcp#ds=${YEAR}-${MONTH}-${DAY}-${HOUR}" />
+ <table uri="catalog:tgt_demo_db:customer_bcp#ds=${YEAR}${MONTH}${DAY}${HOUR}" />
</cluster>
</clusters>
- <table uri="catalog:src_demo_db:customer_raw#ds=${YEAR}-${MONTH}-${DAY}-${HOUR}" />
+ <table uri="catalog:src_demo_db:customer_raw#ds=${YEAR}${MONTH}${DAY}${HOUR}" />
<ACL owner="seetharam" group="users" permission="0755"/>
<schema location="" provider="hcatalog"/>
http://git-wip-us.apache.org/repos/asf/incubator-falcon/blob/eb8ca3de/webapp/src/test/resources/table/hive-process-template.xml
----------------------------------------------------------------------
diff --git a/webapp/src/test/resources/table/hive-process-template.xml b/webapp/src/test/resources/table/hive-process-template.xml
index 14318f0..e4e4212 100644
--- a/webapp/src/test/resources/table/hive-process-template.xml
+++ b/webapp/src/test/resources/table/hive-process-template.xml
@@ -45,4 +45,7 @@
<retry policy="periodic" delay="minutes(10)" attempts="3"/>
+ <late-process policy="exp-backoff" delay="hours(2)">
+ <late-input input="input" workflow-path="/falcon/test/workflow"/>
+ </late-process>
</process>
http://git-wip-us.apache.org/repos/asf/incubator-falcon/blob/eb8ca3de/webapp/src/test/resources/table/pig-process-tables.xml
----------------------------------------------------------------------
diff --git a/webapp/src/test/resources/table/pig-process-tables.xml b/webapp/src/test/resources/table/pig-process-tables.xml
index b6a6b36..c323f97 100644
--- a/webapp/src/test/resources/table/pig-process-tables.xml
+++ b/webapp/src/test/resources/table/pig-process-tables.xml
@@ -45,4 +45,7 @@
<retry policy="periodic" delay="minutes(10)" attempts="3"/>
+ <late-process policy="exp-backoff" delay="hours(2)">
+ <late-input input="input" workflow-path="/falcon/test/workflow"/>
+ </late-process>
</process>
http://git-wip-us.apache.org/repos/asf/incubator-falcon/blob/eb8ca3de/webapp/src/test/resources/table/table-feed-input.xml
----------------------------------------------------------------------
diff --git a/webapp/src/test/resources/table/table-feed-input.xml b/webapp/src/test/resources/table/table-feed-input.xml
index 97c4224..026b168 100644
--- a/webapp/src/test/resources/table/table-feed-input.xml
+++ b/webapp/src/test/resources/table/table-feed-input.xml
@@ -21,6 +21,7 @@
<frequency>hours(1)</frequency>
<timezone>UTC</timezone>
+ <late-arrival cut-off="hours(3)"/>
<clusters>
<cluster name="##cluster##" type="source">
@@ -32,5 +33,5 @@
<table uri="catalog:falcon_db:input_table#ds=${YEAR}-${MONTH}-${DAY}-${HOUR}" />
<ACL owner="testuser" group="group" permission="0x755"/>
- <schema location="/schema/clicks" provider="protobuf"/>
+ <schema location="hcat" provider="hcat"/>
</feed>
http://git-wip-us.apache.org/repos/asf/incubator-falcon/blob/eb8ca3de/webapp/src/test/resources/table/table-feed-output.xml
----------------------------------------------------------------------
diff --git a/webapp/src/test/resources/table/table-feed-output.xml b/webapp/src/test/resources/table/table-feed-output.xml
index d44ec2d..e8a7ca0 100644
--- a/webapp/src/test/resources/table/table-feed-output.xml
+++ b/webapp/src/test/resources/table/table-feed-output.xml
@@ -21,6 +21,7 @@
<frequency>hours(1)</frequency>
<timezone>UTC</timezone>
+ <late-arrival cut-off="hours(4)"/>
<clusters>
<cluster name="##cluster##" type="source">
@@ -32,5 +33,5 @@
<table uri="catalog:falcon_db:output_table#ds=${YEAR}-${MONTH}-${DAY}-${HOUR}" />
<ACL owner="testuser" group="group" permission="0x755"/>
- <schema location="/schema/clicks" provider="protobuf"/>
+ <schema location="hcat" provider="hcat"/>
</feed>