Unit Testing for Data Scientists - Hanna Torrence

[mrtushartiwari]

Unit Testing for Data Scientists - Hanna Torrence On Feb 1, 2019

[mrtushartiwari]

01:10 Outline of testing 02:05 Benefits of unit Testing 03:20 Why people do not write unit test 05:25 Data Science Theory workflow and practice 09:05 Pytest Framework with example 12:10 Pytest Fixtures 16:15 Built-in Fixtures 18:10 Flexibility of Fixture 22:15 Mocks 29:15 Mock returns 33:50 Mock asserts 38:00 Running over due to time constraints

[bbrewington]

watching this video now...what's the plan for getting these timestamps added?

[bbrewington]

Riffing on @mrtushartiwari's info above, here's some clickable links

Created with this Google Sheet, in case anyone wants to steal the formulas: https://docs.google.com/spreadsheets/d/1iCyqvh964ZP-iun6WEBg1zOaDhodoKGLAcXmGZMpZr0/edit?usp=sharing

01:10 Outline of testing 02:05 Benefits of unit Testing 03:20 Why people do not write unit test 05:25 Data Science Theory workflow and practice 09:05 Pytest Framework with example 12:10 Pytest Fixtures 16:15 Built-in Fixtures 18:10 Flexibility of Fixture 22:15 Mocks 29:15 Mock returns 33:50 Mock asserts 38:00 Running over due to time constraints