nilreml

# Best practice pyproject.toml:
#   https://github.com/airbytehq/airbyte/blob/master/airbyte-lib/pyproject.toml


[tool.coverage.run]
include = ["src/*"]
parallel = true
branch = true

[tool.coverage.paths]

nilreml

check for bash version 4+  (POSIX-compliant)  :
  [ -z "${BASH_VERSINFO}" ] || [ -z "${BASH_VERSINFO[0]}" ] || [ ${BASH_VERSINFO[0]} -lt 4 ]

path to script even if symlinked:
  SCRIPT_DIR="$( cd -P "$( dirname "$(readlink -f "${BASH_SOURCE[0]}")" )" >/dev/null 2>&1 && pwd )"

nilreml

Fast one-liner in current dir:
  docker run -v $PWD:$PWD -w $PWD --net=[host|none] image cmd

Verbose docker info:
  docker system df -v

Delete all build cache:
  docker builder prune -af

nilreml

# Monkeypatch pytorch to run GEMM kernel autotuning on non-enterprise CUDA GPUs
# until https://github.com/pytorch/pytorch/issues/109489 is resolved:

# Put these 4 lines at the top of the main script, before any imports
# TODO: remove once https://github.com/pytorch/pytorch/issues/109489 is resolved
from torch._inductor import utils
utils._use_template_for_cuda = lambda x, y: True

nilreml

Render markdown cells:
from IPython.display import display, Markdown
display(Markdown(...))   # e.g. df.to_markdown()

Pretty print tensors:
import lovely_tensors as lt
lt.lovely(...)

Rich print:
  pip install rich