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e2e for wrangler-groupBy
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@priyabhatnagar25 @AnkitCLI
priyabhatnagar25 authored and AnkitCLI committed Sep 14, 2023
1 parent ae63527 commit 5e7ddd8
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43 changes: 43 additions & 0 deletions wrangler-transform/src/e2e-test/features/Wrangler/Runtime.feature
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# Copyright © 2023 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.

@Wrangler
Feature: Wrangler - Run time scenarios

@BQ_SOURCE_TEST @BQ_SINK_TEST
Scenario: To verify User is able to run a pipeline using wrangler and groupBy directive
Given Open Datafusion Project to configure pipeline
Then Click on the Plus Green Button to import the pipelines
Then Select the file for importing the pipeline for the plugin "Directive_GroupBy"
Then Navigate to the properties page of plugin: "BigQueryTable"
Then Replace input plugin property: "project" with value: "projectId"
Then Replace input plugin property: "dataset" with value: "dataset"
Then Replace input plugin property: "table" with value: "bqSourceTable"
Then Click on the Get Schema button
Then Click on the Validate button
Then Close the Plugin Properties page
Then Navigate to the properties page of plugin: "BigQuery2"
Then Replace input plugin property: "project" with value: "projectId"
Then Replace input plugin property: "table" with value: "bqTargetTable"
Then Replace input plugin property: "dataset" with value: "dataset"
Then Click on the Validate button
Then Close the Plugin Properties page
Then Rename the pipeline
Then Deploy the pipeline
Then Run the Pipeline in Runtime
Then Wait till pipeline is in running state
Then Open and capture logs
Then Verify the pipeline status is "Succeeded"
Then Close the pipeline logs
Then Validate The Data From BQ To BQ With Actual And Expected File for: "ExpectedDirective_GroupBy"
14 changes: 3 additions & 11 deletions wrangler-transform/src/e2e-test/java/io/cdap/plugin/common/stepsdesign/TestSetupHooks.java
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package io.cdap.plugin.common.stepsdesign;

import com.google.cloud.bigquery.BigQueryException;
import com.google.cloud.storage.Blob;
import com.google.cloud.storage.StorageException;
import io.cdap.e2e.utils.BigQueryClient;
import io.cdap.e2e.utils.PluginPropertyUtils;
import io.cdap.e2e.utils.StorageClient;
import io.cucumber.java.After;
import io.cucumber.java.Before;
import org.apache.commons.lang3.RandomStringUtils;
import org.apache.commons.lang3.StringUtils;
import org.junit.Assert;
import stepsdesign.BeforeActions;

import java.io.IOException;
import java.net.URISyntaxException;
import java.nio.charset.StandardCharsets;
import java.nio.file.Files;
import java.nio.file.Paths;
import java.sql.SQLException;
import java.util.NoSuchElementException;
import java.util.UUID;

import static io.cdap.e2e.pages.locators.CdfGCSLocators.filePath;

/**
* Setup BQ for Wrangler tests.
*/
Expand Down Expand Up @@ -71,10 +63,10 @@ public static void deleteTempTargetBQTable() throws IOException, InterruptedExce
/**
* Create BigQuery table.
*/
@Before(order = 1, value = "@BQ_SOURCE_CSV_TEST")
@Before(order = 1, value = "@BQ_SOURCE_TEST")
public static void createTempSourceBQTable() throws IOException, InterruptedException {
createSourceBQTableWithQueries(PluginPropertyUtils.pluginProp("CreateBQTableQueryFileCsv"),
PluginPropertyUtils.pluginProp("InsertBQDataQueryFileCsv"));
createSourceBQTableWithQueries(PluginPropertyUtils.pluginProp("CreateBQTableQueryFile"),
PluginPropertyUtils.pluginProp("InsertBQDataQueryFile"));
}

private static void createSourceBQTableWithQueries(String bqCreateTableQueryFile, String bqInsertDataQueryFile)
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5 changes: 5 additions & 0 deletions ...ler-transform/src/e2e-test/resources/BQValidationExpectedFiles/Directive_wrangler_GroupBy
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{"city":"San Jose","cityFirst":"San Jose","firstname":"DOUGLAS","id":"1","lastname":"Williams","state":"CA","zipcode":923564293}
{"city":"Houston","cityFirst":"Houston","firstname":"DAVID","id":"2","lastname":"Johnson","state":"TX","zipcode":1738378970}
{"city":"Manhattan","cityFirst":"Manhattan","firstname":"HUGH","id":"3","lastname":"Jackman","state":"NY","zipcode":-1863622247}
{"city":"San Diego","cityFirst":"San Diego","firstname":"FRANK","id":"5","lastname":"Underwood","state":"CA","zipcode":-1317090526}
{"city":"New York","cityFirst":"New York","firstname":"SARTHAK","id":"7","lastname":"Dash","state":"NY","zipcode":-1949601773}
2 changes: 2 additions & 0 deletions wrangler-transform/src/e2e-test/resources/BQtesdata/BigQuery/BigQueryCreateTableQuery.txt
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create table `DATASET.TABLE_NAME` (id STRING, firstname STRING, lastname STRING, streetAddress STRING,
city STRING, state STRING, zipcode BIGINT, phoneNumber BIGINT)
10 changes: 10 additions & 0 deletions wrangler-transform/src/e2e-test/resources/BQtesdata/BigQuery/BigQueryInsertDataQuery.txt
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INSERT INTO DATASET.TABLE_NAME (id, firstname, lastname, streetAddress, city, state, zipcode, phoneNumber)
VALUES
('5', 'Frank', 'Underwood', '1609 Far St.', 'San Diego', 'CA', 2977876770, 19061512345),
('1', 'Douglas', 'Williams', '1 Vista Montana', 'San Jose', 'CA', 9513498885, 35834612345),
('4', 'Walter', 'White', '3828 Piermont Dr', 'Orlando', 'FL', 7349864532, 7829812345),
('3', 'Hugh', 'Jackman', '5, Cool Way', 'Manhattan', 'NY', 6726312345, 1695412345),
('7', 'Sarthak', 'Dash', '123 Far St.', 'New York', 'NY', 2345365523, 1324812345),
('6', 'Serena', 'Woods', '123 Far St.', 'Las Vegas', 'NV', 4533456734, 78919612345),
('2', 'David', 'Johnson', '3 Baypointe Parkway', 'Houston', 'TX', 1738378970, 1451412345),
('8', 'Rahul', 'Dash', '22 MG Road.', 'Bangalore', 'KA',NULL, 94864612345);
9 changes: 4 additions & 5 deletions wrangler-transform/src/e2e-test/resources/pluginParameters.properties
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#json file path
Directive_parse_csv=testData/Wrangler\
/parse_csv_wrangle-cdap-data-pipeline.json
Directive_GroupBy=testData/Wrangler/BQ2BQwithWrnglerNGrpby-cdap-data-pipeline (1).json
bqSourceTable=dummy
sourcePath=example/hello.csv
gcsSourceBucket=dummy
#bq queries file path
CreateBQTableQueryFileCsv=BQtesdata/BigQuery/BigQueryCreateTableQueryCsv.txt
InsertBQDataQueryFileCsv=BQtesdata/BigQuery/BigQueryInsertDataQueryCsv.txt
CreateBQTableQueryFile=BQtesdata/BigQuery/BigQueryCreateTableQuery.txt
InsertBQDataQueryFile=BQtesdata/BigQuery/BigQueryInsertDataQuery.txt

#bq properties
projectId=cdf-athena
dataset=test_automation
dataset2=Wrangler
#expectedBQFiles
ExpectedDirective_parse_csv=BQValidationExpectedFiles/Directive_parse_csv
ExpectedDirective_GroupBy=BQValidationExpectedFiles/Directive_wrangler_GroupBy
223 changes: 223 additions & 0 deletions ...c/e2e-test/resources/testData/Wrangler/BQ2BQwithWrnglerNGrpby-cdap-data-pipeline (1).json
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{
"name": "BQ2BQwithWrnglerNGrpby",
"description": "Data Pipeline Application",
"artifact": {
"name": "cdap-data-pipeline",
"version": "6.10.0-SNAPSHOT",
"scope": "SYSTEM"
},
"config": {
"resources": {
"memoryMB": 2048,
"virtualCores": 1
},
"driverResources": {
"memoryMB": 2048,
"virtualCores": 1
},
"connections": [
{
"from": "BigQueryTable",
"to": "Wrangler"
},
{
"from": "Wrangler",
"to": "Group By"
},
{
"from": "Group By",
"to": "BigQuery2"
}
],
"postActions": [],
"properties": {},
"processTimingEnabled": true,
"stageLoggingEnabled": true,
"stages": [
{
"name": "BigQueryTable",
"plugin": {
"name": "BigQueryTable",
"type": "batchsource",
"label": "BigQueryTable",
"artifact": {
"name": "google-cloud",
"version": "0.23.0-SNAPSHOT",
"scope": "SYSTEM"
},
"properties": {
"useConnection": "false",
"dataset": "wrangler_ankit",
"table": "joinerTest",
"schema": "{\"type\":\"record\",\"name\":\"output\",\"fields\":[{\"name\":\"id\",\"type\":[\"string\",\"null\"]},{\"name\":\"firstname\",\"type\":[\"string\",\"null\"]},{\"name\":\"lastname\",\"type\":[\"string\",\"null\"]},{\"name\":\"streetAddress\",\"type\":[\"string\",\"null\"]},{\"name\":\"city\",\"type\":[\"string\",\"null\"]},{\"name\":\"state\",\"type\":[\"string\",\"null\"]},{\"name\":\"zipcode\",\"type\":[\"long\",\"null\"]},{\"name\":\"phoneNumber\",\"type\":[\"long\",\"null\"]}]}",
"enableQueryingViews": "false",
"project": "auto-detect",
"serviceAccountType": "filePath",
"serviceFilePath": "auto-detect"
}
},
"outputSchema": [
{
"name": "etlSchemaBody",
"schema": "{\"type\":\"record\",\"name\":\"output\",\"fields\":[{\"name\":\"id\",\"type\":[\"string\",\"null\"]},{\"name\":\"firstname\",\"type\":[\"string\",\"null\"]},{\"name\":\"lastname\",\"type\":[\"string\",\"null\"]},{\"name\":\"streetAddress\",\"type\":[\"string\",\"null\"]},{\"name\":\"city\",\"type\":[\"string\",\"null\"]},{\"name\":\"state\",\"type\":[\"string\",\"null\"]},{\"name\":\"zipcode\",\"type\":[\"long\",\"null\"]},{\"name\":\"phoneNumber\",\"type\":[\"long\",\"null\"]}]}"
}
],
"id": "BigQueryTable",
"type": "batchsource",
"label": "BigQueryTable",
"icon": "fa-plug",
"$$hashKey": "object:1585",
"isPluginAvailable": true,
"_uiPosition": {
"left": "346px",
"top": "343px"
}
},
{
"name": "Wrangler",
"plugin": {
"name": "Wrangler",
"type": "transform",
"label": "Wrangler",
"artifact": {
"name": "wrangler-transform",
"version": "4.10.0-SNAPSHOT",
"scope": "SYSTEM"
},
"properties": {
"directives": "drop phonenumber\nuppercase :firstname\nset-type :zipcode integer \nfind-and-replace :streetAddress s/St./Street/Ig\nset-column :lastname_count string:length(lastname)\nfilter-rows-on regex-match lastname_count .*5.*\nfilter-rows-on condition-true zipcode == null || zipcode =~ \"^\\W*$\"",
"field": "*",
"precondition": "false",
"workspaceId": "fb521d04-7644-4ec4-b545-837980f402cf",
"schema": "{\"type\":\"record\",\"name\":\"record\",\"fields\":[{\"name\":\"id\",\"type\":[\"string\",\"null\"]},{\"name\":\"firstname\",\"type\":[\"string\",\"null\"]},{\"name\":\"lastname\",\"type\":[\"string\",\"null\"]},{\"name\":\"streetAddress\",\"type\":[\"string\",\"null\"]},{\"name\":\"city\",\"type\":[\"string\",\"null\"]},{\"name\":\"state\",\"type\":[\"string\",\"null\"]},{\"name\":\"zipcode\",\"type\":[\"int\",\"null\"]},{\"name\":\"lastname_count\",\"type\":[\"int\",\"null\"]}]}",
"on-error": "fail-pipeline"
}
},
"outputSchema": [
{
"name": "etlSchemaBody",
"schema": "{\"type\":\"record\",\"name\":\"record\",\"fields\":[{\"name\":\"id\",\"type\":[\"string\",\"null\"]},{\"name\":\"firstname\",\"type\":[\"string\",\"null\"]},{\"name\":\"lastname\",\"type\":[\"string\",\"null\"]},{\"name\":\"streetAddress\",\"type\":[\"string\",\"null\"]},{\"name\":\"city\",\"type\":[\"string\",\"null\"]},{\"name\":\"state\",\"type\":[\"string\",\"null\"]},{\"name\":\"zipcode\",\"type\":[\"int\",\"null\"]},{\"name\":\"lastname_count\",\"type\":[\"int\",\"null\"]}]}"
}
],
"inputSchema": [
{
"name": "BigQueryTable",
"schema": "{\"type\":\"record\",\"name\":\"output\",\"fields\":[{\"name\":\"id\",\"type\":[\"string\",\"null\"]},{\"name\":\"firstname\",\"type\":[\"string\",\"null\"]},{\"name\":\"lastname\",\"type\":[\"string\",\"null\"]},{\"name\":\"streetAddress\",\"type\":[\"string\",\"null\"]},{\"name\":\"city\",\"type\":[\"string\",\"null\"]},{\"name\":\"state\",\"type\":[\"string\",\"null\"]},{\"name\":\"zipcode\",\"type\":[\"long\",\"null\"]},{\"name\":\"phoneNumber\",\"type\":[\"long\",\"null\"]}]}"
}
],
"id": "Wrangler",
"type": "transform",
"label": "Wrangler",
"icon": "icon-DataPreparation",
"$$hashKey": "object:1586",
"isPluginAvailable": true,
"_uiPosition": {
"left": "646px",
"top": "343px"
}
},
{
"name": "Group By",
"plugin": {
"name": "GroupByAggregate",
"type": "batchaggregator",
"label": "Group By",
"artifact": {
"name": "core-plugins",
"version": "2.12.0-SNAPSHOT",
"scope": "SYSTEM"
},
"properties": {
"groupByFields": "city,firstname,lastname,state,zipcode,id",
"aggregates": "cityFirst:First(city)"
}
},
"outputSchema": [
{
"name": "etlSchemaBody",
"schema": "{\"type\":\"record\",\"name\":\"record.typeagg\",\"fields\":[{\"name\":\"city\",\"type\":[\"string\",\"null\"]},{\"name\":\"firstname\",\"type\":[\"string\",\"null\"]},{\"name\":\"lastname\",\"type\":[\"string\",\"null\"]},{\"name\":\"state\",\"type\":[\"string\",\"null\"]},{\"name\":\"zipcode\",\"type\":[\"int\",\"null\"]},{\"name\":\"id\",\"type\":[\"string\",\"null\"]},{\"name\":\"cityFirst\",\"type\":[\"string\",\"null\"]}]}"
}
],
"inputSchema": [
{
"name": "Wrangler",
"schema": "{\"type\":\"record\",\"name\":\"record\",\"fields\":[{\"name\":\"id\",\"type\":[\"string\",\"null\"]},{\"name\":\"firstname\",\"type\":[\"string\",\"null\"]},{\"name\":\"lastname\",\"type\":[\"string\",\"null\"]},{\"name\":\"streetAddress\",\"type\":[\"string\",\"null\"]},{\"name\":\"city\",\"type\":[\"string\",\"null\"]},{\"name\":\"state\",\"type\":[\"string\",\"null\"]},{\"name\":\"zipcode\",\"type\":[\"int\",\"null\"]},{\"name\":\"lastname_count\",\"type\":[\"int\",\"null\"]}]}"
}
],
"id": "Group-By",
"type": "batchaggregator",
"label": "Group By",
"icon": "icon-groupbyaggregate",
"$$hashKey": "object:1587",
"isPluginAvailable": true,
"_uiPosition": {
"left": "946px",
"top": "343px"
}
},
{
"name": "BigQuery2",
"plugin": {
"name": "BigQueryTable",
"type": "batchsink",
"label": "BigQuery2",
"artifact": {
"name": "google-cloud",
"version": "0.23.0-SNAPSHOT",
"scope": "SYSTEM"
},
"properties": {
"useConnection": "false",
"project": "auto-detect",
"serviceAccountType": "filePath",
"serviceFilePath": "auto-detect",
"dataset": "wrangler_ankit",
"table": "joinTestOutput",
"operation": "insert",
"truncateTable": "false",
"allowSchemaRelaxation": "false",
"location": "US",
"createPartitionedTable": "false",
"partitioningType": "TIME",
"partitionFilterRequired": "false",
"schema": "{\"type\":\"record\",\"name\":\"record.typeagg\",\"fields\":[{\"name\":\"city\",\"type\":[\"string\",\"null\"]},{\"name\":\"firstname\",\"type\":[\"string\",\"null\"]},{\"name\":\"lastname\",\"type\":[\"string\",\"null\"]},{\"name\":\"state\",\"type\":[\"string\",\"null\"]},{\"name\":\"zipcode\",\"type\":[\"int\",\"null\"]},{\"name\":\"id\",\"type\":[\"string\",\"null\"]},{\"name\":\"cityFirst\",\"type\":[\"string\",\"null\"]}]}"
}
},
"outputSchema": [
{
"name": "etlSchemaBody",
"schema": "{\"type\":\"record\",\"name\":\"record.typeagg\",\"fields\":[{\"name\":\"city\",\"type\":[\"string\",\"null\"]},{\"name\":\"firstname\",\"type\":[\"string\",\"null\"]},{\"name\":\"lastname\",\"type\":[\"string\",\"null\"]},{\"name\":\"state\",\"type\":[\"string\",\"null\"]},{\"name\":\"zipcode\",\"type\":[\"int\",\"null\"]},{\"name\":\"id\",\"type\":[\"string\",\"null\"]},{\"name\":\"cityFirst\",\"type\":[\"string\",\"null\"]}]}"
}
],
"inputSchema": [
{
"name": "Group By",
"schema": "{\"type\":\"record\",\"name\":\"record.typeagg\",\"fields\":[{\"name\":\"city\",\"type\":[\"string\",\"null\"]},{\"name\":\"firstname\",\"type\":[\"string\",\"null\"]},{\"name\":\"lastname\",\"type\":[\"string\",\"null\"]},{\"name\":\"state\",\"type\":[\"string\",\"null\"]},{\"name\":\"zipcode\",\"type\":[\"int\",\"null\"]},{\"name\":\"id\",\"type\":[\"string\",\"null\"]},{\"name\":\"cityFirst\",\"type\":[\"string\",\"null\"]}]}"
}
],
"id": "BigQuery2",
"type": "batchsink",
"label": "BigQuery2",
"icon": "fa-plug",
"$$hashKey": "object:1588",
"isPluginAvailable": true,
"_uiPosition": {
"left": "1246px",
"top": "343px"
}
}
],
"schedule": "0 1 */1 * *",
"engine": "spark",
"numOfRecordsPreview": 100,
"rangeRecordsPreview": {
"min": 1,
"max": "5000"
},
"description": "Data Pipeline Application",
"maxConcurrentRuns": 1,
"pushdownEnabled": false,
"transformationPushdown": {}
},
"version": "714034ca-5154-11ee-9b22-000000505066"
}

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