Rational Reporting. Module 3: IBM Rational Insight and IBM Cognos Data Manager
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1 Rational Reporting Module 3: IBM Rational Insight and IBM Cognos Data Manager 1 Copyright IBM Corporation 2012
2 What s next? Module 1: RRDI and IBM Rational Insight Introduction Module 2: IBM Rational Insight Data Warehouse Module 3: IBM Rational Insight and IBM Cognos Data Manager Module 4: IBM Rational Insight and IBM Cognos Framework Manager Module 5: Third-party integrations 2 Copyright IBM Corporation 2012
3 Target audience and objectives Target audience: IBM Rational Insight users who want an introduction to ETL (Extraction-Transformation-Loading) implemented by IBM Cognos Data Manager Objectives: After reading this document, you will be able to: Understand the Rational Insight Extraction-Transformation- Loading implementation based on Cognos Data Manager Prerequisite: Review modules 1 and 2 3 Copyright IBM Corporation 2012
4 Information centers Your primary sources of information are the information centers for Rational Insight and the Rational solution for Collaborative Lifecycle Management (CLM). These presentations are intended as conceptual introductions. 4 Copyright IBM Corporation 2012
5 Introduction This presentation provides an introduction to IBM Rational Insight Extraction-Transformation-Loading implemented by IBM Cognos Data Manager. Note: This presentation does not provide you with technical knowledge on how to perform tasks. You should take formal Cognos Data Manager and Framework Manager courses before working with Cognos Data Manager and Framework Manager. For recommended training courses, see the IBM Rational Insight Data Modeler training path: us/en?pagetype=page&c=l806673m20298f27 5 Copyright IBM Corporation 2012
6 What s next? Module 3: IBM Rational Insight and IBM Cognos Data Manager Understanding ETL and Data Manager concepts Review data warehouse structure Rational Insight ETL catalog structure Fact builds Job streams 6 Copyright IBM Corporation 2012
7 Data Manager (ETL) overview The primary purpose of Cognos Data Manager is to deliver data into data warehouses and calculate data for reporting, analysis, and performance management. Data Manager does the above through: Extracting operational data from multiple sources Transforming and merging the data to facilitate enterprisewide reporting and analysis Loading the transformed data into coordinated metrics tables ETL can deliver the following types of data: Operational data store: Pick up necessary data from various data sources, such as test cases from quality management tools and defects from change management tools. Fact data: Contains values that represent facts, such as the number of defects filed against a project in a week. Dimension data: Defines the core business components, such as the range of products that the company produces. 7 Copyright IBM Corporation 2012
8 Value of IBM Rational Insight Cognos Framework Manager meta model that packages data from CLM and other tools Cognos Framework Manager tool to customize meta model Cognos Query Studio and Cognos Report Studio to author/customize reports Cognos Data Manager ETLs that pull data from CLM and other tools Reports that report on metrics from CLM and other tools Cognos Data Manager tool to customize ETLs IBM Rational Insight 8 Copyright IBM Corporation 2012
9 Rational Insight provides prebuilt ETLs RRDI includes Insight includes Rational Insight includes: IBM Cognos Connection IBM Cognos Query Studio IBM Cognos Report Studio IBM Cognos Active Report* x x x x x x x Prebuilt Data Manager ETL logic that allows Rational Insight to report on software development metrics from CLM and other tools. IBM Cognos Business Insight* IBM Cognos Framework Manager x x The Data Manager tool. This tool allows you to customize the prebuilt ETLs. IBM Cognos Data Manager x 9 Copyright IBM Corporation 2012
10 Data Manager (ETL) overview (continued) Data Manager integrates with Rational Insight components through metadata that is defined in the data warehouse. This metadata allows target data warehouse and data repositories to be modeled and used in Rational Insight reports. Data sources RIDW RIETL 10 Copyright IBM Corporation 2012
11 Data Manager terminology business dimensions Business dimensions are: Core components or categories of a business anything that you want to analyze in reports Fundamental to data organization, and provide context for numeric data items or measures 11 Copyright IBM Corporation 2012
12 Data Manager terminology business dimensions (continued) 12 Copyright IBM Corporation 2012
13 Data Manager terminology business dimensions (continued) Dimension mapping category A set of similar dimension maps Example: A category can be created for days, weeks, and hours, with different levels of granularity Dimension table A table that contains attributes that are used to constrain and group data when performing data warehousing queries Dimension build A build that delivers data to describe a single business dimension, such as a product or a customer Includes source dimension table, a hierarchy for the data, a target database, and a target table 13 Copyright IBM Corporation 2012
14 Data Manager terminology fact table A fact table is table with two types of columns: a measure and a dimension. 1. Measure columns: Represent an aggregation, such as a sum or count 2. Dimension columns: Foreign keys for dimension tables that are used to describe the measure 14 Copyright IBM Corporation 2012
15 Data Manager terminology (continued) Look-up build A simple, single-level reference structure in an ETL catalog Track the relationships between fact data and the operational data store that contributes to the fact Measure A value that can be analyzed, such as the number of defects Metric A measure to assess performance in a key area of a business Star schema A type of relational database schema that is composed of a set of tables making up a single, central fact table that is surrounded by dimension tables star schema 15 Copyright IBM Corporation 2012
16 What s next? Module 3: IBM Rational Insight and IBM Cognos Data Manager Understanding ETL and Data Manager concepts Review data warehouse structure Rational Insight ETL catalog structure Fact builds Job streams 16 Copyright IBM Corporation 2012
17 Data warehouse structure IBM Rational Insight data warehouse (RIDW) is the component that: Stores data from various operational systems in a format that facilitates analytical reporting Provides the engine that is required for query optimization, multidimensional analysis, and historical trending RIDW contains three physical areas, all defined and residing within one database: Configuration area Operational data store (ODS) Metrics tables (implemented as star and snowflake schemas) Data warehouse Configuration area Operational data store Metrics tables CONFIG schema 17 Copyright IBM Corporation 2012
18 RIDW Configuration area The configuration area of the Rational Insight data warehouse: Identified in the physical model by the CONFIG schema Contains and maintains warehouse configuration information Serves as a reference point for auditing and tracking the ETL (extract, transform, and load) activity 18 Copyright IBM Corporation 2012
19 RIDW Operational data store area The operational data store (ODS) area of the Rational Insight data warehouse: Identified in the physical model by the RIODS schema Integrates data from various operational sources Location used by ETL process to populate and store data Data is manipulated and cleansed to meet quality levels Maintains pertinent information that is needed in analytics (it is not intended to be a copy of the operational source) Implemented as a relational model 19 Copyright IBM Corporation 2012
20 RIDW Metrics tables area (data mart) The metrics tables area of the Rational Insight data warehouse: Identified in the physical model by the RIDW schema Data is derived from the operational data store Consists of fact and dimension tables that are arranged in a star schema form (fact tables that are surrounded by dimension tables) Note that RIDW has an open schema. 20 Copyright IBM Corporation 2012
21 Advantages of the RIDW model Query optimization: A common data model for all data, regardless of data source Facilitates easy reporting of data from multiple data sources Cross-product reporting: Extracts data from various development domain areas Relates them together in a meaningful way, enabling crossproduct correlation reporting Historical trending: The RIDW stores historical data and facilitates decision support system applications such as trend reports Aggregation of information: Useful for strategic planning and reporting 21 Copyright IBM Corporation 2012
22 What s next? Module 3: IBM Rational Insight and IBM Cognos Data Manager Understanding ETL and Data Manager concepts Review data warehouse structure Rational Insight ETL catalog structure Fact builds Job streams 22 Copyright IBM Corporation 2012
23 ETL catalog structure Extract, transform, and load (ETL) is a data warehousing process that includes: Extracting data from external sources Transforming it to fit business needs Ultimately, loading it into the data warehouse The definition of ETL is stored in the ETL catalog. The ETL catalog is a collection of tables, which are located in the Rational Insight ETL (RIETL) schema. Rational Insight comes with a prebuilt ETL catalog. 23 Copyright IBM Corporation 2012
24 ETL catalog structure (continued) Step 1: Extraction The ETL framework extracts data through both direct database access and ODBC drivers, including the Rational Insight XML ODBC driver. Step 2: Transformation Transform the data based on business rules. Normalize the data and modify based on business rules. These business rules, when run, perform business logic such as calculating or deriving a column that is based on other columns. Store data in physical tables that implement the star schema convention. Add dimensions and facts the characteristic elements of a data warehouse. Step 3: Load Load transformed data into the metrics tables. 24 Copyright IBM Corporation 2012
25 ETL catalog structure (continued) In Cognos Data Manager, each piece of the ETL process is a fact or dimension build. The builds can be organized into job streams for different sets of data or tables. The job streams can be: Directly run in Data Manager. Published as a data move task and then scheduled for later execution in the IBM Rational Insight Report Server. Insight implements and supports sample ETL transactions for products such as: Rational DOORS Rational Team Concert Rational Quality Manager Rational Test Manager Microsoft Project 25 Copyright IBM Corporation 2012
26 ETL catalog structure (continued) Cognos Data Manager interface showing Rational Insight ETL catalog: 26 Copyright IBM Corporation 2012
27 ETL catalog structure Builds and JobStreams folder Jobs folder: Contains jobs that consist of a sequence of fact builds. Jobs define the order in which builds are run. ODS folder: Contains fact build definitions for transferring the data from data sources to the Rational Insight data warehouse. 27 Copyright IBM Corporation 2012
28 ETL catalog structure Builds and JobStreams folder Dimensions folder: Contains dimension builds that extract data from a data source, transform it, and load it into a dimension table. Facts folder: Contains facts and historical builds that extract data from a data source, transform it, aggregate it, and load it into a fact table. 28 Copyright IBM Corporation 2012
29 ETL catalog structure Metadata folder In Rational Insight, the metadata folder is not used. 29 Copyright IBM Corporation 2012
30 ETL catalogs Library folder Dimensions folder: Contains reference dimensions. Connections folder: Contains connection definitions. 30 Copyright IBM Corporation 2012
31 What s next? Module 3: IBM Rational Insight and IBM Cognos Data Manager Understanding ETL and Data Manager concepts Review data warehouse structure Rational Insight ETL catalog structure Fact builds Job streams 31 Copyright IBM Corporation 2012
32 Data Manager concepts: Fact and dimension builds Data manager has only two types of tables: Fact Dimension Fact builds are used to extract data from a data source, transform it, aggregate it and load it into a fact table. Dimension builds are used to extract data from a data source, transform it, and load it into a dimension table. Question: How do you deliver data to a relational table such as the tables in the ODS? Answer: Use the fact build. In this case, there is no data aggregation; the fact build is only used as a data transfer medium. 32 Copyright IBM Corporation 2012
33 Fact and dimension builds A fact build acquires transactional data from the data source, transforms the data with reference to the dimensional framework, and delivers the data to target metrics tables. A dimension build delivers data that describes a single business dimension, such as Product or Customer. Each dimension build: Acquires dimension data from the reference structure you specify. Delivers the dimension data to the target metrics tables. The dimension build uses a template to define the behavior of each column. 33 Copyright IBM Corporation 2012
34 Rational Insight example dimension build Dimension builds Used to deliver data into a physical table that represents a dimension in a data mart Uses a reference dimension in the process to extract the data from a data source Delivers data into the target dimension table using a template that defines the behavior of the columns Deliver data to target dimension table Acquire dimension data from reference dimension Use template Target data source 34 Copyright IBM Corporation 2012
35 Fact build Simple Fact build: Data Manager mechanism for delivering data from a data source into a table. Source data source and data select statement Data transformation and reference dimension data mapping Data delivery to physical table in designated target data source 35 Copyright IBM Corporation 2012
36 Fact build Simple (continued) The Mapping tab shows the mapping between DataSource columns, DataStream items, and the Transformation Model. 36 Copyright IBM Corporation 2012
37 Fact build Simple (continued) Transformation Model tab 37 Copyright IBM Corporation 2012
38 Fact build simple (continued) Fact Delivery tab 38 Copyright IBM Corporation 2012
39 Fact build Complex Example of a complex fact build 39 Copyright IBM Corporation 2012
40 Fact build Complex (continued) 40 Copyright IBM Corporation 2012
41 Fact build Complex (continued) 41 Copyright IBM Corporation 2012
42 Fact build Complex (continued) 42 Copyright IBM Corporation 2012
43 General steps to create a fact build 1. Right-click a folder and select Insert Fact Build from the menu. 2. Right-click the workspace and select Insert Data Source from the menu. 3. Define the connection and query. 4. Refresh the results columns. 5. Double-click the DataStream icon and define data stream items. 6. Right-click Transformation Model. Select Mapping from the menu and define transformation model mapping. 7. Right-click the workspace and select Insert Relational Table Delivery. 8. Define a connection for the delivery table and map fact items to table columns. 43 Copyright IBM Corporation 2012
44 What s next? Module 3: IBM Rational Insight and IBM Cognos Data Manager Understanding ETL and Data Manager concepts Review data warehouse structure Rational Insight ETL catalog structure Fact builds Job streams 44 Copyright IBM Corporation 2012
45 Job streams You can automate tasks that are related to managing the build process by creating a job stream to contain a series of steps. A job stream contains a node for each step in a process: Fact build Dimension build SQL statement Condition Procedure Alert Other job stream Each job stream can use any number of these nodes. You can link nodes together to create a flow to instruct Data Manager in what order the nodes should be processed. 45 Copyright IBM Corporation 2012
46 Job streams Screen capture showing a job stream with a series of fact build nodes: Screen capture showing one fact build process containing procedures, conditions, and other job stream nodes: 46 Copyright IBM Corporation 2012
47 Job streams Job streams can contain: Fact build node You can include any fact builds from the current catalog in a job stream. Dimension build node You can include any dimension builds from the current catalog in a job stream. SQL node An SQL node can contain a series of SQL statements that are processed when the SQL node is reached in the job stream flow. Procedure node A procedure node can contain one or more Data Manager functions or statements. 47 Copyright IBM Corporation 2012
48 Job streams Condition node A condition node provides branching between nodes for conditional execution. Each condition node can have many nodes linking to it, but only two output links, True and False. Job stream node A job stream node is a job stream within a job stream. This allows larger jobs to be broken down into a series of smaller jobs. When a job stream node is encountered, all the steps within the job stream node are processed before processing of the next node in the sequence starts. Alert node An alert node writes a user-defined audit record of the type ALERT into the Data Manager audit tables. You can use these records to record specific events that occur during job stream and build execution. 48 Copyright IBM Corporation 2012
49 Job streams node Sends notifications. Useful for notifying key recipients of problems. Mail server needs to be configured in Cognos configuration tool. Link node Connects two components in a job stream. Dictates the sequence of execution. Is a component from which the link branching out is the predecessor. The component that the link targets is the successor in the sequence of execution. 49 Copyright IBM Corporation 2012
50 General steps to create a job stream 1. Right-click a folder and select Insert Job stream. 2. Right-click the work area and choose the item to add. 3. Specify properties of the item, predecessors, successors, and so on. 50 Copyright IBM Corporation 2012
51 Job stream execution Job streams can be run in the following two ways: From the Cognos Data Manager interface Manual run User needs to be logged in From IBM Cognos Connections Job stream needs to be published Can be either manually started or automatically scheduled 51 Copyright IBM Corporation 2012
52 Running job streams from Data Manager 1. Right-click the job stream and click Execute. 2. Click OK. 3. A command window opens for the entire duration of the run, displaying ETL progress. 52 Copyright IBM Corporation 2012
53 Job stream publishing a job 1. Click Actions Publish Data Movement Task. 2. Navigate to the job stream. 3. Click OK. The job is now published in the datamovementtasks folder in the Public Folder in IBM Cognos Connections. 53 Copyright IBM Corporation 2012
54 Running job streams from IBM Cognos Connections Click the green play button to run manually. Click the schedule button to set up a scheduled run. 54 Copyright IBM Corporation 2012
55 Job stream creating a schedule Example of using the Schedule dialog box: 55 Copyright IBM Corporation 2012
56 For more information Rational Insight information center: See Reference section for data models and report details. Rational Insight Data Modeler training path: us/en?pagetype=page&c=l806673m20298f27 (or do a web search for Rational Insight Data Modeler training path ) Cognos Data Manager 10.1 User Guide and Data Manager 10.1 Getting Started (see under Model and Design section) 56 Copyright IBM Corporation 2012
57 For more information: Rational Insight data models See the Rational Insight data models at topics/ c_reference_datadictionary.html 57 Copyright IBM Corporation 2012
58 58 Copyright IBM Corporation 2012
59 Legal notices The following paragraph does not apply to the United Kingdom or any other country where such provisions are inconsistent with local law: INTERNATIONAL BUSINESS MACHINES CORPORATION PROVIDES THIS PUBLICATION "AS IS" WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESS OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF NON-INFRINGEMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Some states do not allow disclaimer of express or implied warranties in certain transactions; therefore, this statement may not apply to you. This information could include technical inaccuracies or typographical errors. Changes are periodically made to the information herein; these changes will be incorporated in new editions of the publication. IBM may make improvements and/or changes in the product(s) and/or the program(s) described in this publication at any time without notice. If you are viewing this information in softcopy, the photographs and color illustrations may not appear. Any references in this information to non-ibm websites are provided for convenience only and do not in any manner serve as an endorsement of those websites. The materials at those websites are not part of the materials for this IBM product and use of those websites is at your own risk. Any performance data contained herein was determined in a controlled environment. Therefore, the results obtained in other operating environments may vary significantly. Some measurements may have been made on development-level systems and there is no guarantee that these measurements will be the same on generally available systems. Furthermore, some measurements may have been estimated through extrapolation. Actual results may vary. Users of this document should verify the applicable data for their specific environment. Information concerning non-ibm products was obtained from the suppliers of those products, their published announcements or other publicly available sources. IBM has not tested those products and cannot confirm the accuracy of performance, compatibility or any other claims related to non-ibm products. Questions on the capabilities of non-ibm products should be addressed to the suppliers of those products. 59 Copyright IBM Corporation 2012
60 Legal notices This information contains examples of data and reports used in daily business operations. To illustrate them as completely as possible, the examples include the names of individuals, companies, brands, and products. All of these names are fictitious and any similarity to the names and addresses used by an actual business enterprise is entirely coincidental. Trademarks and service marks IBM, the IBM logo, and ibm.com are trademarks or registered trademarks of International Business Machines Corp., registered in many jurisdictions worldwide. Other product and service names might be trademarks of IBM or other companies. A current list of IBM trademarks is available on the web at Other company, product, or service names may be trademarks or service marks of others. 60 Copyright IBM Corporation 2012
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