def manage_model_list():
trainset = request.args.get('trainset', None)
config = request.args.get('config', None)
model_dir = get_model_dir(trainset, config)
file_list = get_model_list(model_dir)
print(file_list)
form = SelectEvalForm()
form.select_model.choices = get_options(file_list)
form.select_test.choices = get_options(get_files())
if request.method == 'POST':
print("form:", request.form)
data_choices = dict(get_options(get_files()))
model_choices = dict(get_options(file_list))
print(get_configs())
select_model = model_choices.get(form.select_model.data)
select_test = data_choices.get(form.select_test.data)
print('model', select_model)
print('test:', select_test)
return redirect(
url_for('eval_model',
trainname=trainset,
config=config,
testname=select_test,
modelname=select_model))
return render_template('model_download.html',
form=form,
trainname=trainset,
config=config,
files_list=file_list)
def manage_job(error_message):
print('jobs')
print(app.task_queue.job_ids)
dict_status = get_file_status()
dict_valid_status = get_valid_status()
print(app.job_file2id)
print(dict_status)
form = SelectConfigForm()
form.select_config.choices = get_options(get_configs())
form.select_data.choices = get_options(get_files())
if request.method == 'POST':
print("form:", request.form)
data_choices = dict(get_options(get_files()))
config_choices = dict(get_options(get_configs()))
print(get_configs())
select_config = config_choices.get(form.select_config.data)
select_data = data_choices.get(form.select_data.data)
print('data', select_data)
print('config:', select_config)
if form.submit.data:
return redirect(
url_for('train_model',
filename=select_data,
config=select_config))
elif form.submit_valid.data:
return redirect(
url_for('valid_model',
filename=select_data,
config=select_config))
return render_template('jobs.html',
form=form,
dict_status=dict_status,
dict_valid_status=dict_valid_status,
errors=error_message)
def manage_data():
files_list = get_files()
form = UploadDataForm()
f = form.archive.data
if form.validate_on_submit():
filename = secure_filename(f.filename)
prefix = '.'.join(filename.rsplit('.', 2)[:-2])
filename = rename_file(prefix, '.tar.gz', files_list)
f.save(os.path.join(app.config['UPLOAD_FOLDER'], filename))
return redirect(url_for('manage_data'))
return render_template('data.html', form=form, files_list=files_list)