def view_dataset_codebase(request, dataset_name, path):
"""
This view displays a dataset codebase and its various dependencies and metadatas
"""
config = Mantra.get_config()
data_list = Artefact.all(settings=settings,
artefacts_folder=config['data_folder'])
if dataset_name not in data_list:
raise Http404("Dataset does not exist")
# delete trial option - catch and process
if request.method == 'POST':
form = DeleteTrialGroupForm(request.POST)
if form.is_valid():
Trial.remove_group_hash_from_contents(
settings=settings,
trial_group_hash=form.cleaned_data['trial_group_hash'])
form = DeleteTrialGroupForm()
# Project readme
readme_content, readme_exists = CodeBase.get_readme(
'%s/data/%s' % (settings.MANTRA_PROJECT_ROOT, dataset_name))
sys.path.append(settings.MANTRA_PROJECT_ROOT)
context = {
**Mantra.find_dataset_metadata(dataset_name), 'readme_exists':
readme_exists,
'readme_content': readme_content
}
context['files'] = CodeBase.get_files(
'%s/data/%s' % (settings.MANTRA_PROJECT_ROOT, dataset_name))
context['directories'] = CodeBase.get_directories(
'%s/data/%s' % (settings.MANTRA_PROJECT_ROOT, dataset_name))
trial_group_members, model_trials = Trial.get_trial_group_members(
settings=settings, data_filter=dataset_name)
context['task_list'] = Task.calculate_task_metadata(settings=settings,
trials=model_trials)
context['trial_groups'] = Trial.get_all_trial_group_metadata(
settings=settings, trial_group_members=trial_group_members)
context['trial_groups'].sort(key=lambda item: item['time'], reverse=True)
context['form'] = form
path = path.rstrip('/')
codebase_data = CodeBase.get_code_data(
blob_path='%s/data/%s/%s' %
(settings.MANTRA_PROJECT_ROOT, dataset_name, path),
path=path)
context.update(codebase_data)
return render(request, 'view_data_codebase.html', context)
def view_model_codebase(request, model_name, path):
"""
This view shows the codebase for a model
"""
# delete trial option - catch and process
if request.method == 'POST':
form = DeleteTrialGroupForm(request.POST)
if form.is_valid():
Trial.remove_group_hash_from_contents(settings=settings, trial_group_hash=form.cleaned_data['trial_group_hash'])
form = DeleteTrialGroupForm()
config = Mantra.get_config()
models_dir = os.path.join(settings.MANTRA_PROJECT_ROOT, config["models_folder"])
if os.path.isdir(models_dir):
models_list = [o for o in os.listdir(models_dir) if os.path.isdir(os.path.join(models_dir, o))]
else:
models_list = []
if model_name not in models_list:
raise Http404("Model does not exist")
# Project readme
readme_content, readme_exists = CodeBase.get_readme('%s/models/%s' % (settings.MANTRA_PROJECT_ROOT, model_name))
sys.path.append(settings.MANTRA_PROJECT_ROOT)
context = {**Mantra.find_model_metadata(model_name), 'readme_exists': readme_exists, 'readme_content': readme_content}
context['files'] = CodeBase.get_files('%s/models/%s'% (settings.MANTRA_PROJECT_ROOT, model_name))
context['directories'] = CodeBase.get_directories('%s/models/%s'% (settings.MANTRA_PROJECT_ROOT, model_name))
trial_group_members, model_trials = Trial.get_trial_group_members(settings=settings, model_filter=model_name)
context['trial_groups'] = Trial.get_all_trial_group_metadata(settings=settings, trial_group_members=trial_group_members)
context['trial_groups'].sort(key=lambda item: item['time'], reverse=True)
context['form'] = form
path = path.rstrip('/')
codebase_data = CodeBase.get_code_data(
blob_path='%s/models/%s/%s' % (settings.MANTRA_PROJECT_ROOT, model_name, path),
path=path)
context.update(codebase_data)
return render(request, 'view_codebase.html', context)