ModelMine - An application to mine models from open source repositories

Our Systems	Comparable Existing Systems
ModelMine Documentation URL: https://www.smreza.com/projects/modelmine/ Compilation & Run: ModelMine	1. PyDriller Documentation URL: https://github.com/ishepard/pydriller Compilation & Run: https://www.kaggle.com/sayedmohsin/evaluation-of-pydriller Tool Demo: https://www.kaggle.com/sayedmohsin/pydriller-tool-demo-by-sayed-mohsin-reza

Our Systems

Comparable Existing Systems

ModelMine
Documentation URL: https://www.smreza.com/projects/modelmine/
Compilation & Run: ModelMine

1. PyDriller
Documentation URL: https://github.com/ishepard/pydriller
Compilation & Run: https://www.kaggle.com/sayedmohsin/evaluation-of-pydriller
Tool Demo: https://www.kaggle.com/sayedmohsin/pydriller-tool-demo-by-sayed-mohsin-reza

Task 1 (Size related) Retrieve the list of repositories that includes at least one model artifact developed in UML where the repository size is larger than 30 MB.

Do this task using the following applications: ModelMine, PyDriller,
Provide your evaluations for the applications. [ Click Here ]

Task 2 (Time related) Retrieve the list of repositories that includes at least one model artifacts developed in UML where the repository is created between January 2019 and December 2019.

Do this task using the following applications: ModelMine, PyDriller,
Provide your evaluations for the applications. [ Click Here ]

Task 3 (File property related) Retrieve the list of artifacts with a .UML file extension.

Do this task using the following applications: ModelMine, PyDriller,
Provide your evaluations for the applications. [ Click Here ]

Task 4 (Commit related) Retrieve the list of commits against a model artifact (with any model-based file extension) where the repository has at least one model artifact.

Do this task using the following applications: ModelMine, PyDriller,
Provide your evaluations for the applications. [ Click Here ]

Task 5 (File Property+commit related) Retrieve the list of commits against a any artifact where the repository has at least one model artifact.

Do this task using the following applications: ModelMine, PyDriller,
Provide your evaluations for the applications. [ Click Here ]

Task	Metrics	ModelMine	PyDriller
Task 1(Size)	Script Execution Time	0.793 s	Not Supported
Max Memory	701 KB
Cyclomatic Complexity	5
UI usability	Fill Up the evaluation form
Task 2(time)	Script Execution Time	0.675 s	Not Supported
Max Memory	698 KB
Cyclomatic Complexity	5
UI usability	Fill Up the evaluation form
Task 3(property)	Script Execution Time	0.633 s	Not Supported
Max Memory	611 KB
Cyclomatic Complexity	4
UI usability	Fill Up the evaluation form
Task 4(Commit)	Script Execution Time	1.422 s	3.8s
Max Memory	630 KB	24220 KB
Cyclomatic Complexity	4	5
UI usability	Fill Up the evaluation form
Task 5(Composite)	Script Execution Time	1.508 s	9.3 s
Max Memory	660 KB	24616 KB
Cyclomatic Complexity	4	4
UI usability	Fill Up the evaluation form

Task

Metrics

ModelMine

PyDriller

Task 1(Size)

Script Execution Time

0.793 s

Not Supported

Max Memory

701 KB

Cyclomatic Complexity

UI usability

Fill Up the evaluation form

Task 2(time)

Script Execution Time

0.675 s

Not Supported

Max Memory

698 KB

Cyclomatic Complexity

UI usability

Fill Up the evaluation form

Task 3(property)

Script Execution Time

0.633 s

Not Supported

Max Memory

611 KB

Cyclomatic Complexity

UI usability

Fill Up the evaluation form

Task 4(Commit)

Script Execution Time

1.422 s

3.8s

Max Memory

630 KB

24220 KB

Cyclomatic Complexity

UI usability

Fill Up the evaluation form

Task 5(Composite)

Script Execution Time

1.508 s

9.3 s

Max Memory

660 KB

24616 KB

Cyclomatic Complexity

UI usability

Fill Up the evaluation form

Evaluation

Tasks

Evaluation Form

Performance Results

Review & Ratings