exsu
Experiment support tools prepared for computer vision experiments. Output directory and spreadsheet file is managed by package.
- Spreadsheet data and report images are stored into output directory
- Images are reported according a selected severity
- Common spreadseet containing complete history from all output directories can be produced
- Version of particular python package can be reported in the spreadsheet
- Repository status, git hash and dirty files can be reported in the spreadsheet
Write spreadsheet data
from pathlib import Path
import exsu
outputdir = Path("./test_report/")
commonsheet = Path("./test_report_common_spreadsheet.xlsx")
report = exsu.report.Report(outputdir=outputdir, additional_spreadsheet_fn=commonsheet)
report.add_cols_to_actual_row({"Col1": 25, "Col2": "test string", "Col5": 5})
report.add_cols_to_actual_row({"Col2": "prepsanu", "Col1": 26, "Col4": "ctyrka"})
report.finish_actual_row()
report.add_cols_to_actual_row({"Col1": 27, "Col2": "test string", "Col3": "trojka"})
report.finish_actual_row()
# Save all into `outputdir` and also into `commonsheet`
report.dump()
# new write to common excel
report.init()
report.add_cols_to_actual_row({"Col1": 28, "Col2": "new line to common", "Col7": 77})
report.finish_actual_row()
report.dump()Write image data
Write image data into output directory
from pathlib import Path
import numpy as np
import exsu
outputdir = Path("./test_report/")
commonsheet = Path("./test_report_common_spreadsheet.xlsx")
fn = "test_image.png"
img = 50 + np.random.rand(100, 100) * 30
img[20:60, 20:60] += 100
img = img.astype(np.uint8)
report = exsu.report.Report(outputdir=outputdir, additional_spreadsheet_fn=commonsheet)
report.imsave(fn, img)Git repository info
from pathlib import Path
import numpy as np
import exsu
report = exsu.report.Report(repodir=Path(__file__).parent.resolve())
report.finish_actual_row()
report.dfOutput DataFrame
repo exsu id ... repo exsu dirty files
0 1da301da36cec0fb931f60dd9acca790ec715892 ... exsu/git_tools.py
More than one repositories can be added with report.add_repo(repodir, reponame=None).
Automatically report versions of selected packages
The version of crucial packages can be reported with the data.
import exsu
report = exsu.report.Report(check_version_of=["numpy", "scipy"])
report.finish_actual_row()
report.df