def _from_config(cls, executor: dict, config: Config,
additional_info: dict):
args = Args()
for k, v in executor['args'].items():
v = str(v)
if v in ['False', 'True']:
v = v == 'True'
elif v.isnumeric():
v = int(v)
setattr(args, k, v)
assert 'report_config' in additional_info, 'layout was not filled'
report_config = additional_info['report_config']
grid_cell = additional_info.get('grid_cell')
report = ReportLayoutInfo(report_config)
if len(args.configs) == 0:
args.configs = [args.config]
grid_config = {}
if grid_cell is not None:
grid_config = grid_cells(executor['grid'])[grid_cell][0]
distr_info = additional_info.get('distr_info', {})
resume = additional_info.get('resume')
params = executor.get('params', {})
return cls(args=args,
report=report,
grid_config=grid_config,
distr_info=distr_info,
resume=resume,
trace=executor.get('trace'),
params=params)
def detail(self, id: int):
report_obj = self.by_id(id)
tasks = self.query(ReportTasks.task).filter(ReportTasks.report == id
).all()
tasks = [t[0] for t in tasks]
config = yaml_load(report_obj.config)
report = ReportLayoutInfo(config)
series = self.query(ReportSeries). \
filter(ReportSeries.task.in_(tasks)). \
order_by(ReportSeries.epoch). \
options(joinedload(ReportSeries.task_rel, innerjoin=True)).all()
items = dict()
for s in report.series:
items[s.name] = self._detail_series(series, s)
for element in report.precision_recall + report.f1:
items[element.name] = self._detail_single_img(id, element)
for element in report.img_classify:
items[element.name] = self.detail_img_classify_descr(id, element)
for element in report.img_segment:
items[element.name] = self.detail_img_segment_descr(id, element)
return {
'data': items,
'layout': report.layout,
'metric': report.metric.serialize()
}
def all(self):
res = {
s.name: yaml_load(s.content)
for s in self.query(ReportLayout).all()
}
for k, v in res.items():
res[k] = ReportLayoutInfo.union_layouts(k, res)
return res
def report_layout_edit():
data = request_data()
provider = ReportLayoutProvider(_write_session)
layout = provider.by_name(data['name'])
layout.last_modified = now()
if 'content' in data and data['content'] is not None:
data_loaded = yaml_load(data['content'])
ReportLayoutInfo(data_loaded)
layout.content = data['content']
if 'new_name' in data and data['new_name'] is not None:
layout.name = data['new_name']
provider.commit()