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#+STARTUP: inlineimages
#+TITLE: Quality Control Application
** Project Goals
The project seeks to handle the checking of data files for correct syntax and
other errors before allowing the code to be uploaded.
The files are *"tab-separated"* values (TSV) files, and must conform to the
following criteria:
*** Line-Level Checks
- Must be tab-separated
-
*** Cell-Level Checks
- No empty data cells
- no data cells with spurious characters like `eeeee`, `5.555iloveguix`, etc.
- decimal numbers must conform to the following criteria:
- - when checking an average file decimal numbers must contain exactly three places to the right side of the dot.
- - when checking a standard error file decimal numbers must contain six or greater places to the right side of the dot.
- - there must be a number to the left side of the dot (e.g. 0.55555 is allowed but .55555 is not).
- check line endings to make sure they are Unix and not DOS
- check strain headers against a source of truth (see strains.csv)
** Development
For reproducibility, this project is developed using guix.
To launch a guix shell for development, do:
#+BEGIN_SRC shell
guix shell --container --network --manifest=manifest.scm
#+END_SRC
to get an environment that is isolated from the rest of your system.
*** Checks
Run tests with:
#+BEGIN_SRC shell
pytest
#+END_SRC
To run the linter over the code base, run:
#+BEGIN_SRC shell
pylint tests quality_control qc_app
#+END_SRC
To check for correct type usage in the application, run:
#+BEGIN_SRC shell
mypy --show-error-codes .
#+END_SRC
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