Code Coverage of Natural Applications

This document provides general information on code coverage of Natural applications.


Introducing Code Coverage

In general, code coverage measures the degree to which the source code of a program is executed. It is often used for systematic software testing. The higher the code coverage percentage is, the lower is the chance that the code contains undetected software bugs in code that is not executed.

The Natural code coverage is used to monitor the executed statements of a Natural application. It collects the coverage data while the application is executed and provides tools to analyze the collected data afterwards.

The Code Coverage view of NaturalONE (Software AG’s Eclipse-based development environment) and the Program Coverage table of the Profiler utility show - expressed as a percentage - how many of the statements of the Natural objects have been executed. The Natural Coverage Plugin for Jenkins visualizes the outcome of a Natural coverage cycle directly in the Jenkins job result pages.

In the NaturalONE editor and in the Statement Coverage table of the Profiler utility you can see, which individual statement lines of a Natural object have been executed. Here you can also see the statement lines which have been missed or have only been partly covered.

If a statement source uses multiple lines, only the line in which the statement begins is mentioned in the coverage reports.

You can export the coverage data with the Profiler utility output in text or table (CSV) format. The CSV table can be analyzed with a spreadsheet software such as Microsoft Excel.

GP and Source Coverage

If a Natural source contains INCLUDE statements, the corresponding copycode is included in the generated object (the GP). For the coverage, we can monitor two statement counts:

  1. The number of the statements in the GP which includes all copycodes recursively (a copycode can include further copycodes).

  2. The number of the statements in the source which does not include the copycodes.

The GP coverage reflects the percentage of the covered statements in the GP including copycodes; whereas the source coverage reflects the percentage of the covered statements in the source not including copycodes.

Platform-Specific Code Coverage

You can perform the Natural code coverage on UNIX, Windows and mainframe platforms. How to proceed depends on the platform and the application processing mode used:

Mainframes

  • Code coverage of mainframe interactive applications remotely executed from Natural Studio or RPC is performed using the Profiler utility in batch mode.

  • Code coverage of mainframe batch applications is performed using the Profiler utility in batch mode.

Note:
Code coverage is not available for mainframe interactive applications running locally on a mainframe or remote from NaturalONE.

UNIX and Windows

  • Code coverage of UNIX and Windows interactive applications is performed with the NaturalONE code coverage or the Natural code coverage for UNIX and Windows, respectively.

  • Code coverage of UNIX and Windows batch applications is performed with Natural code coverage for UNIX and Windows, respectively.

Code Coverage Tools

This section summarizes the key features of the Natural profiling tools:

Features of the NaturalONE Code Coverage

  • Reads and analyzes Natural code coverage resource files containing coverage data collected by the mainframe Profiler utility in batch mode or by the Natural code coverage for UNIX or Windows.

  • Interactive Natural applications from UNIX or Windows can be covered by activating the Natural code coverage for UNIX or Windows and reading the corresponding Natural code coverage resource file.

  • The Natural code coverage view shows which percentage of the statements of the Natural objects have been executed.

  • From the Natural code coverage view the involved Natural objects can be edited. The NaturalONE editor displays all covered lines with a green background.

Note:
Interactive code coverage of Natural applications from mainframe platforms is currently not supported.

Features of the Natural Code Coverage for UNIX and Windows

  • Code coverage of interactive or Natural batch applications from UNIX or Windows platforms.

  • Provides features for big data handling:

    • Automatic event filter,

    • automatic data consolidation.

  • Saves the code coverage data as a Natural code coverage resource file.

Features of the Profiler Utility

Batch Mode (Mainframes)

  • Code coverage of Natural batch applications from mainframe platforms.

  • Code coverage of mainframe interactive applications remotely executed from Natural Studio or against a Natural RPC server.

  • Provides features for big data handling:

    • Program, count and time filters,

    • automatic event filter,

    • automatic data consolidation.

  • Saves code coverage data as a Natural code coverage resource file.

  • Reads and analyzes Natural code coverage resource files.

  • Lists the Program Coverage table for all accessed Natural objects with

    • percentage of the covered statements,

    • number of covered statements,

    • number of missed (not covered) statements and

    • total number of statements of the object.

  • The Statement Coverage lists the source of each accessed Natural objects and shows for each line the percentage of the covered statements.

  • Exports Natural code coverage data in CSV (comma-separated values) format which can be further analyzed with a spreadsheet software (e.g. Microsoft Excel).

  • Collects and displays Profiler and code coverage properties and statistics.

Note:
On the mainframe, there is no one-to-one relationship between a Natural source code statement and the corresponding object code in the cataloged object. The Natural code coverage on the mainframe monitors the object code rather than the Natural source code. Therefore, multiple Natural statements can be merged into one coverage entry and conversely, one Natural statement can cover multiple coverage entries.

Batch Mode (UNIX and Windows)

  • Reads and analyzes Natural code coverage resource files.

  • Lists the Program Coverage table for all accessed Natural objects with

    • percentage of the covered statements,

    • number of covered statements,

    • number of missed (not covered) statements and

    • total number of statements of the object.

  • The Statement Coverage lists the source of each accessed Natural objects and shows for each line the percentage of the covered statements.

  • Exports Natural code coverage data in CSV (comma-separated values) format which can be further analyzed with a spreadsheet software (e.g. Microsoft Excel).

Note:
On Windows and UNIX, missed statements are not collected. Therefore the Statement Coverage can only mark lines containing covered statements and the coverage of these lines is always 100%.

Features of the Natural Code Coverage Spreadsheet

  • Template for coloring the Natural code coverage data exported in CSV (comma-separated values) format by the Natural Profiler utility.

  • Program and copycode coverage with source and GP counters for

    • percentage of the covered statements,

    • number of covered statements,

    • number of missed (not covered) statements and

    • total number of statements of the object.

  • Statement Coverage of the object source whereby the lines are colored in

    • green – if all statements of the line are covered,

    • yellow – if the statements of the line are partly covered,

    • red – if all statements of the line are missed,

    • gray – if the line is empty or contains only comments.

  • Profiler and code coverage properties and statistics (for mainframe data).

Note:
A Microsoft Excel spreadsheet template for Natural code coverage is available as a resource in the Natural Profiler library SYSPRFLR on UNIX and Windows.

Natural Code Coverage Evaluations

This section describes the evaluations provided by the Natural code coverage tools:

Program Coverage

The program coverage provides you with an overview of the programs executed and the amount of the code that has been covered by the application.

Program Coverage Report

The Program Coverage report of the Profiler utility shows the coverage (in percentage of the total number of statements) of each Natural object executed. It shows for each object how many statements have been covered or missed and the total number of statements. In addition, it summarizes the values for all objects in a library and the totals over all libraries.

If the output is written in text format, only the GP coverage is provided. If the data is exported in CSV (comma-separated values) format, the source coverage is given as well. Additionally, the counters for all included copycodes are printed.

The following is an example for text format:

Program Coverage                                           
----------------                                           
Library  Object   Ty Coverage%  Covered    Missed    Total 
COVDEMO  TESTCOVN N      84.0%       37         7       44 
COVDEMO  TESTCOVP P      69.2%        9         4       13 
COVDEMO  -------- --     80.7%       46        11       57 
Totals   -------- --     80.7%       46        11       57

In the Program Coverage example above, 69.2% of 13 statements in the TESTCOVP program were covered, corresponding to 9 covered and 4 missed statements. 80.7% of the statements of the accessed objects in the library COVDEMO were covered, which is also the total value for the whole application run.

Code Coverage View

The Code Coverage view of NaturalONE shows the coverage (in percentage of the total number of statements) of each Natural object executed. It shows for each object how many statements have been covered or missed and the total number of statements. If copycodes are included, the object node can be opened to view the coverage of the copycode. In general, the counters reflect the GP coverage (copycodes included). The source coverage (copycodes not included) is displayed in the line where the object name is enclosed in the << >> brackets.

From any line you can directly navigate to the corresponding source code to view the statement coverage.

Example:

graphics/profiler_code_coverage_view_one.png

In the example above, the TESTCOVP program has a GP coverage of 69.2 percent whereby in the program itself all 8 statements are covered (100% source coverage) and in the included copycode TESTCOVC only 1 of 5 statements was covered.

Line and Statement Coverage

The statement coverage shows which lines of the program have been executed. For mainframe data, the Profiler utility also indicates which lines containing statements have not been executed or are only executed partly.

Statement Coverage Report

The Statement Coverage report of the Profiler utility shows for each source line the coverage of the statements in the line. If the data is exported in CSV (comma-separated values) format, the number of covered or missed statements and the total number of statements in the line are printed as well. The Microsoft Excel spreadsheet template delivered with Natural on UNIX and Windows, can be used to color the lines according to the coverage.

If a source contains an INCLUDE statement, the corresponding copycode source is included in the report right after the INCLUDE statement.

The following is an example for an export in CSV format colored using a Microsoft Excel spreadsheet:

graphics/profiler_statement_coverage_spread.png

The three red lines of the subprogram TESTCOVN have not been executed. Thus the test run does not cover the new test function 9. It also neither covers the (old) function 0 nor the case when the subprogram is called with an unsupported function.

The data originates from the mainframe. Therefore, the counts refer object code statements rather than Natural statements. A Natural VALUE statement can correspond up to 3 object code statements. The yellow lines refer to VALUE statements where some of the object code has been covered and some not.

NaturalONE Source Editor

If the source editor is opened from the Code Coverage view in NaturalONE, the source is colored according to code coverage. Every line in which one or more statements are covered, is colored with a green background.

Example:

graphics/profiler_code_coverage_source_editor_one.png

The source editor shows all lines in which at least one statement has been executed with a green background. Therefore, all lines except line 19, 37 and 39 of the DECIDE statement have been executed.

Profiler Properties and Statistics

The Profiler properties and statistics provided by the Natural Profiler utility lists Profiler properties such as the Profiler revision, and statistics of the monitored application that show, for example, the total CPU time and the elapsed time. For a code coverage run, it shows also the coverage statistics.

Example

***************************************************************************
* 13:30:48          ***** NATURAL PROFILER UTILITY *****         2017-09-04
* User SAG                     - Statistics -                       COVREAD
*                                                                          
* General Info                                                             
* Machine class ...................... MAINFRAME                           
* Environment ........................ Batch                               
...
* Coverage                                 
* Coverage ........................... ON  
* Missed statements recorded ......... ON  
* Coverage records ................... 60  
* Program information records ........ 3   
* Coverage records/block ............. 60  
* Bytes/coverage record .............. 10.3
* Programs covered ................... 2   
* Statement coverage (percent) ....... 80.7
* Statements covered ................. 46  
* Statements missed .................. 11  
* Statements total ................... 57