def get_results():
from pypastry.experiment.results import ResultsRepo
from git import Repo
results_repo = ResultsRepo(RESULTS_PATH)
results = results_repo.get_results(
Repo('.', search_parent_directories=True))
return results
def run():
try:
print_cache_file()
except FileNotFoundError:
from pypastry.experiment.results import ResultsRepo
from git import Repo
results_repo = ResultsRepo(RESULTS_PATH)
results = results_repo.get_results(Repo('.'))
cache_display(results)
print_cache_file()
def run():
parser = argparse.ArgumentParser(prog='pastry print')
parser.add_argument('-l', '--limit', type=int, default=None, help='Limit lines to print')
args = parser.parse_args(sys.argv[2:])
try:
print_cache_file(args.limit)
except FileNotFoundError:
from pypastry.experiment.results import ResultsRepo
from git import Repo
results_repo = ResultsRepo(RESULTS_PATH)
results = results_repo.get_results(Repo('.'))
cache_display(results)
print_cache_file(args.limit)
def run():
parser = argparse.ArgumentParser(prog='pastry run')
parser.add_argument('-f',
'--force',
action='store_true',
help='Force a re-run of the experiment')
parser.add_argument('-m',
'--message',
type=str,
required=True,
help='Git commit message')
parser.add_argument('-l', '--limit', type=int, help='Limit lines to print')
args = parser.parse_args(sys.argv[2:])
sys.path.append('.')
import pie
experiment = pie.get_experiment()
git_repo = Repo(REPO_PATH) # type: pypastry.experiment.Experiment
results_repo = ResultsRepo(
RESULTS_PATH) # type: pypastry.experiment.results.ResultsRepo
runner = ExperimentRunner(git_repo, results_repo, display) # type:
# pypastry.experiment.evaluation.ExperimentRunner
runner.run_experiment(experiment, args.force, args.message, args.limit)
def run_experiment(experiment, message, force=False):
git_repo = Repo(
REPO_PATH,
search_parent_directories=True) # type: pypastry.experiment.Experiment
results_repo = ResultsRepo(
RESULTS_PATH) # type: pypastry.experiment.results.ResultsRepo
runner = ExperimentRunner(git_repo, results_repo, display) # type:
# pypastry.experiment.evaluation.ExperimentRunner
return runner.run_experiment(experiment, force, message)
def run_experiment(experiment, message="", force=False, show_results=True) -> Tuple[List[BaseEstimator], Path]:
git_repo = Repo(REPO_PATH, search_parent_directories=True) # type: pypastry.experiment.Experiment
results_repo = ResultsRepo(RESULTS_PATH) # type: pypastry.experiment.results.ResultsRepo
runner = ExperimentRunner(git_repo, results_repo, display) # type:
# pypastry.experiment.evaluation.ExperimentRunner
return runner.run_experiment(
experiment=experiment,
message=message,
force=force,
show_results=show_results,
)
def get_results():
results_repo = ResultsRepo(RESULTS_PATH)
results = results_repo.get_results()
return results