GrimoireLab: Measuring the health of your software project with Python

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GrimoireLab is a toolset for software development analytics. It includes a coordinated set of tools to retrieve data from systems used to support software development (repositories), store it in databases, enrich it by computing relevant metrics, and making it easy to run analytics and visualizations on it.

Engineering

GrimoireLab:
Measuring the health of
your software project with
Python
valcos@bitergia.com
@_valcos_
bitergia.com
PyConES, 4th-6th October

/context
How can I measure my software
project?

/context
Activity
How many contributions do we have?

/context
Activity
How many contributions do we have?
Community
How many organizations are
contributing to my project?

/context
Activity
How many contributions do we have?
Community
How many organizations are
contributing to my project?
Processes
How good we are in handling issues?

/history/today
chaoss.github.io/grimoirelab

/perceval
Perceval: Software Project data at your Will

$/perceval { "backend_name": "Git", "backend_version": "0.10.2", "category": "commit", "data": { "Author": "..., "AuthorDate": "Mon Sep 3 11:37:40 ...", "Commit": ...", "CommitDate": "Mon Sep 3 11:37:40 …”, "commit": "d3a8e97444dd9a63b0c ….", "ﬁles": [...], "message": "Merge ...", "parents": [...], "refs": [...] }, "origin": "https://github.com/chaoss/grimoirelab-perceval", "perceval_version": "0.11.11", "tag": "https://github.com/chaoss/grimoirelab-perceval", "timestamp": 1537685906.51857, "updated_on": 1535967460.0, "uuid": "9b7b4722fef72a8ce69781641a8220ed96868d0d" } Data source data } ]Perceval data$

/perceval
As a program
As a Python3 library
$ pip3 install perceval
$ perceval git https://github.com/chaoss/grimoirelab-perceval
--from-date=2018-09-01
[2018-09-23 08:58:25,085] - Sir Perceval is on his quest.
[2018-09-23 08:58:25,088] - Fetching commits ...
… JSON Documents
[2018-09-23 08:58:26,540] - Sir Perceval completed his quest.
from perceval.backends.core.git import Git
from_date = datetime.datetime(2018, 9, 1)
backend = Git(".../grimoirelab-perceval", "/tmp/test")
commits = [commit for commit in backend.fetch(from_date=...)]

/graal
Graal: The Quest for Source Code Knowledge

/arthur
Arthur allows to schedule and run Perceval executions at
scale through distributed Redis queues.

/sortinghat
chaoss/grimoirelab-sortinghat

/sortinghat
Manrique López <jsmanrique@bitergia.com>
José Manrique López de la Fuente <jsmanrique@gmail.com>
Manrique López <jsmanrique@gmail.com>
jsmanrique
jsmanrique@gmail.com
jsmanrique@bitergia.com
correo@jsmanrique.es
jsmanrique
jsmanrique@bitergia.com
02/2005 - 12/2010 CTIC
01/2010 - 12/2012 Andago
01/2013 - 06/2013 TapQuo
07/2013 - 12/2015 freelance (ASOLIF, CENATIC)
07/2013 - now Bitergia

Hatstall
/sortinghat
SortingHat: Wizardry on Software Project Members

/manuscripts
chaoss/grimoirelab-manuscripts

/sigils & kibiter
chaoss/grimoirelab-sigils

/sigils & kibiter
chaoss/grimoirelab-kibiter
Kibiter is a downstream of Kibana

/visualizations
* Kibiter visualizations

/cauldron
alpha.cauldron.io
GrimoireLab as SaaS

/grimoirelab
Activity
How many contributions we have?
Community
How many companies are contributing
to my project?
Processes
How good we are in handling issues?

Answering
questions with
visualizations
Data from CHAOSS project
chaoss.biterg.io

/activity
How many contributions
do we have?

/community
How many organizations are
contributing to my project?

/processes
How good we are in handling
issues?

/takeaway
● More than 30 data sources
● Automatic/incremental data collection,
enrichment and visualization
● Independent components
● 100% Open Source
● Python

valcos@bitergia.com
@_valcos_
Let’s go for questions!
@grimoirelab
@bitergia
@CHAOSSproj
@crossminer

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The purpose of Integrated Test Rig is to assess performance of Fuel Cooled Oil Cooler (FCOC), HP Pump & Oil Pump prior to fitment on Aero Engine. The design of rig is such that it can cater to individual testing of individual LRU or integrated testing of all the LRU’s installed together (in combination). The pumps under test shall be mounted directly on the high-speed electric motor flange through adapter quill shaft assembly. Variable speed drives shall be provided for all the pumps under testing. The rig shall cater for real time monitoring and recording of performance parameters. KEY FEATURES Key features of this Rig are as follows: - 1. It has separate power packs for both the fluids i.e. ATF Power pack for ATF Fluid, OX Power Pack for OX-27 Oil. 2. This Rig is designed for high temperature Application. It works on 200 deg. Celsius. 3. Two Dedicated heating systems have been integrated with this Rig to raise the temperature of OX-27 Oil. 4. In both Power Packs insulated tanks are being used, which is good for safe operation and safety of operator. 5. This rig is designed in such a way, that it’s OX power pack is in its left side, ATF Power pack is in right Side and test bed is in Centre. 6. A big Test bed have been provided for smooth testing of UUT’s. 7. All piping is being insulated for safe operation and maintenance. 8. It comprises with DAQ System. 9. This rig can test several components at a time, together or separately. Application All the UUT’s are mounted on HTFE-25 Engine after successful performance testing of those. Application of this Rig are as follows: - 1. One of its application is to test LP Pump of HTFE-25. It is designed for functional testing of LP Pump. a. Free Flow Test b. Load Test 2. It is used to test HP Pump of HTFE-25. It is designed for functional testing of HP Pump. a. Free Flow Test b. Load Test 3. It is used to test Oil Pump of HTFE-25. It is designed for functional testing of Oil Pump. 4. It is used to test FCOC of HTFE-25.

Integrated Test Rig For HTFE-25 - Neometrix

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Welcome to the April edition of WIPAC Monthly, the magazine brought to you by Water Industry Process Automation & Control. In this month's edition, along with the latest news from the industry we have articles on: The use of artificial intelligence and self-service platforms to improve water sustainability A feature article on measuring wastewater spills An article on the National Underground Asset Register Have a good month, Oliver

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Increased aeration of the soil; Stabilized soil structure; Higher and more diversified crop production; Better workability of the land; Earlier planting dates; Reduction of peak discharges by an increased temporary storage of water in the soil decomposition of organic matter; soil subsidence; reduced irrigation efficiency; increased risk of drought. excessive leaching of valuable nutrients from the soil; downstream environmental damage by salty or otherwise polluted drainage water; the presence of ditches, canals, and structures impending accessibility and interfering with other infrastructural elements of the land.

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GrimoireLab: Measuring the health of your software project with Python

1. GrimoireLab: Measuring the health of your software project with Python valcos@bitergia.com @_valcos_ bitergia.com PyConES, 4th-6th October

2. /context

3. /context How can I measure my software project?

4. /context

5. /context Activity How many contributions do we have?

6. /context Activity How many contributions do we have? Community How many organizations are contributing to my project?

7. /context Activity How many contributions do we have? Community How many organizations are contributing to my project? Processes How good we are in handling issues?

8. /history/today chaoss.github.io/grimoirelab

9. /history/2001

10. /history/2007-2011

11. /history/2011-2014

12. /history/2011-2014

13. /history/2011-2014

14. /history/recent

15. /history/very-recent

16. /overview chaoss/grimoirelab

17. /perceval chaoss/grimoirelab-perceval

18. /perceval Perceval: Software Project data at your Will

19. /perceval { "backend_name": "Git", "backend_version": "0.10.2", "category": "commit", "data": { "Author": "..., "AuthorDate": "Mon Sep 3 11:37:40 ...", "Commit": ...", "CommitDate": "Mon Sep 3 11:37:40 …”, "commit": "d3a8e97444dd9a63b0c ….", "ﬁles": [...], "message": "Merge ...", "parents": [...], "refs": [...] }, "origin": "https://github.com/chaoss/grimoirelab-perceval", "perceval_version": "0.11.11", "tag": "https://github.com/chaoss/grimoirelab-perceval", "timestamp": 1537685906.51857, "updated_on": 1535967460.0, "uuid": "9b7b4722fef72a8ce69781641a8220ed96868d0d" } Data source data } ]Perceval data

20. /perceval As a program As a Python3 library $ pip3 install perceval $ perceval git https://github.com/chaoss/grimoirelab-perceval --from-date=2018-09-01 [2018-09-23 08:58:25,085] - Sir Perceval is on his quest. [2018-09-23 08:58:25,088] - Fetching commits ... … JSON Documents [2018-09-23 08:58:26,540] - Sir Perceval completed his quest. from perceval.backends.core.git import Git from_date = datetime.datetime(2018, 9, 1) backend = Git(".../grimoirelab-perceval", "/tmp/test") commits = [commit for commit in backend.fetch(from_date=...)]

21. /graal chaoss/grimoirelab-graal

22. /graal Graal: The Quest for Source Code Knowledge

23. /arthur chaoss/grimoirelab-kingarthur

24. /arthur Arthur allows to schedule and run Perceval executions at scale through distributed Redis queues.

25. /sortinghat chaoss/grimoirelab-sortinghat

26. /sortinghat

27. /sortinghat Manrique López <jsmanrique@bitergia.com> José Manrique López de la Fuente <jsmanrique@gmail.com> Manrique López <jsmanrique@gmail.com> jsmanrique jsmanrique@gmail.com jsmanrique@bitergia.com correo@jsmanrique.es jsmanrique jsmanrique@bitergia.com 02/2005 - 12/2010 CTIC 01/2010 - 12/2012 Andago 01/2013 - 06/2013 TapQuo 07/2013 - 12/2015 freelance (ASOLIF, CENATIC) 07/2013 - now Bitergia

28. /sortinghat Who is who?

29. Hatstall /sortinghat SortingHat: Wizardry on Software Project Members

30. /hatstall chaoss/grimoirelab-hatstall

31. /hatstall

32. /elk chaoss/grimoirelab-elk

33. /manuscripts chaoss/grimoirelab-manuscripts

34. /manuscripts

35. /sigils & kibiter chaoss/grimoirelab-sigils

36. /sigils & kibiter chaoss/grimoirelab-kibiter Kibiter is a downstream of Kibana

37. /index patterns

38. /visualizations * Kibiter visualizations

39. /panels

40. /mordred chaoss/grimoirelab-sirmordred

41. /cauldron alpha.cauldron.io GrimoireLab as SaaS

42. /context How can I measure my software project?

43. /grimoirelab Activity How many contributions we have? Community How many companies are contributing to my project? Processes How good we are in handling issues?

44. Answering questions with visualizations Data from CHAOSS project chaoss.biterg.io

45. /activity How many contributions do we have?

46. /activity Last year

47. /activity Last year

48. /activity Last 2 years

49. /activity Last 2 years

50. /community How many organizations are contributing to my project?

51. /community Last year Last 2 years

52. /community Last 2 years

53. /processes How good we are in handling issues?

54. /processes Last 2 years Last 6 months

55. /takeaway ● More than 30 data sources ● Automatic/incremental data collection, enrichment and visualization ● Independent components ● 100% Open Source ● Python

56. valcos@bitergia.com @_valcos_ Let’s go for questions! @grimoirelab @bitergia @CHAOSSproj @crossminer

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