def _fetch_data(self, change):
if not self.config:
return
with self.out:
self.visualizer._update_config(self.config)
self.output = namedtuple_to_dict(self.visualizer.visualize())
self.config = dict()
def _fetch_attribution(self, change):
if not self.label_details:
return
with self.out:
self.attribution = namedtuple_to_dict(
self.visualizer._calculate_attribution_from_cache(
self.label_details["instance"],
self.label_details["labelIndex"]))
self.label_details = dict()
def get_insights_config(self):
return {
"classes":
self.classes,
"methods":
list(ATTRIBUTION_NAMES_TO_METHODS.keys()),
"method_arguments":
namedtuple_to_dict(
{k: v.params
for (k, v) in ATTRIBUTION_METHOD_CONFIG.items()}),
"selected_method":
self._config.attribution_method,
}