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Home   »  Workload Assessment   »  Understanding Insights and Recommendations   »  EDW   »  ClickHouse  »  Highlights

Highlights

The highlights section gives you a high-level overview of your assessment summary of the analytics performed on the selected workloads. It includes a graphical depiction of the analyzed workloads, insights, and recommendations.

In this Topic:

  • Enterprise Data Warehouse (EDW)
    • Recommendations
    • Files
    • Queries
    • Statement Types
    • Complexity
    • Entities
    • Entity Usage Type
    • Table Type
    • Target-specific Optimization

Related Topics:

  • Highlights
  • Analysis
  • Optimization
  • Lineage
  • Recommendations
  • Downloadable Reports

Enterprise Data Warehouse (EDW)

Recommendations

This section provides a snapshot of recommendations generated by the system as per the recommendation settings provided while creating the assessment. It recommends the number of files, queries, and entities that should be migrated. It also suggests the target platform as per your enterprise’s needs.

Files

This section gives a comprehensive summary of the analyzed files based on the key resource utilization metrics. It displays the total number of files, used files, unused files, used and unused queries. In addition, it offers insights into the complexity of used and unused queries.

  • Files: The total number of files available in the source file.
  • Used Files: Displays the number of files where used queries are available in both DML scripts and Execution logs.
  • Unused Files: Displays the number of files where used queries are not available in both DML scripts and Execution logs.
  • Used Queries: Displays the number of queries that are used in both DML scripts and Execution logs.
  • Unused Queries: Displays the number of queries that are used in DML scripts but not in Execution logs.

Queries

It displays a synopsis of queries with information about unique text, unique pattern, analyzed and not analyzed queries.

  • Unique (Text): Displays the number of unique queries.
  • Analyzed: Displays the number of queries that meet the analysis criteria.
  • Unique (Pattern): Displays the number of unique pattern queries. It refers to unique query structures, but the query structure’s values may change.
  • Not Analyzed: Displays the number of queries that do not meet the analysis criteria.

Statement Types

This section displays a summary of analyzed queries based on the query distribution sorted by the different query statement types in the input source file. Moreover, it displays a visual representation of the complexity breakdown across various statement types.

Complexity

This section provides a summarized graphical representation of queries’ complexity that helps in making different decisions, including budget estimation and the effort required for migration.

Complexity TypeComplexity RangeDescription
Low0-4Handled directly by the tool, it requires no manual effort.
Medium4-10Most of the queries can be converted directly by the tool, and some require minimum manual effort.
High10+Complexity is high and requires more manual effort to handle.

Entities

This section provides a synopsis of the analyzed entities with information regarding the Tables and Views in the source file.

  • Total Entities: Displays total number of entities (tables and views).
  • Tables: Displays the number of tables.
  • Views: Displays the number of views.
  • Missing Tables: Displays the number of missing tables. It refers to tables which are used in DML scripts/ query logs, but these tables are not associated with DDL scripts.
  • Used Tables: Displays the number of used tables. It refers to tables which are used in DML scripts/ query logs.
  • Unused Tables: Displays the number of unused tables. It refers to tables which are used in DDL scripts but not used in DML scripts/ query logs.
  • Used Views: Displays the number of used views.
  • Unused Views: Displays the number of unused views. It refers to views which are used in DML scripts but not in EDW execution logs.
  • Unparsed Views: Displays the number of unparsed views.

Entity Usage Type

This section provides information about the analyzed entities sorted by different entity usage types.

Table Type

This section provides summary of queries segregated by the break-up of table types. Table types are categorized according to the different statement types available in the input workload.

  • Permanent: In DML, if the encountered statement types such as READ, UPDATE, and INSERT are considered permanent tables. For instance, tables that are created and perform actions but are not deleted are permanent tables.
  • Intermediate: If the statement type CREATE is encountered, it refers to an intermediate table, or whenever a table is created and no actions are being performed, it is considered an intermediate table.
  • Temporary: If the statement type CREATE and DROP are encountered, they refer to a temporary table. In other words, a table that is created and then deleted is considered a temporary table.

Target-specific Optimization

This section provides target optimization recommendations at the schema, and orchestration levels. Schema Optimization focuses on efficient schema design and effective data retrieval. Orchestration Optimization provides information about the parallel execution of files based on their dependency structure.

Note:

Schema Optimization techniques vary based on the target platform:

  • AWS/ Hadoop/ Spark: Based on Cluster By and Partition By keys.
  • Amazon Redshift: Based on Sort Key and Dist Key.
  • Databricks: Based on Cluster By Key.

To learn more, contact our support team or write to: info@leaplogic.io

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