From 693155cbfa4e970c5b39bab9d0865a9215bbb0b1 Mon Sep 17 00:00:00 2001
From: Théo de la Hogue
Date: Fri, 26 Apr 2024 04:04:26 +0200
Subject: Working around plotting demonstration.

---
 src/argaze/utils/demo/plotters.py | 39 +++++++++++----------------------------
 1 file changed, 11 insertions(+), 28 deletions(-)

diff --git a/src/argaze/utils/demo/plotters.py b/src/argaze/utils/demo/plotters.py
index 53c35aa..48380f1 100644
--- a/src/argaze/utils/demo/plotters.py
+++ b/src/argaze/utils/demo/plotters.py
@@ -22,31 +22,14 @@ import logging
 from argaze import DataFeatures, GazeFeatures
 from argaze.utils import UtilsFeatures
 
-@DataFeatures.timestamp
-@DataFeatures.metrics
-class ScanPathMetrics:
-
-	duration: float
-	"""Path duration (ms)"""
-
-	steps: int
-	"""Number of steps"""
-
-	k: float
-	"""K Coefficient"""
-
-	nni: float
-	"""Nearest Neighbor Index"""
-
-	xxr: float
-	"""Explore / Exploit ratio"""
+import pandas
 
 class ScanPathAnalysisPlotter(DataFeatures.PipelineStepObject):
 
 	@DataFeatures.PipelineStepInit
 	def __init__(self, **kwargs):
 
-		self.__ts_metrics = DataFeatures.TimestampedObjectsList(ScanPathMetrics)
+		self.__ts_metrics = pandas.Dataframe()
 
 	def on_look(self, timestamp, frame, exception):
 		"""Plot frame scan path metrics."""
@@ -55,19 +38,19 @@ class ScanPathAnalysisPlotter(DataFeatures.PipelineStepObject):
 
 			analysis = frame.analysis()
 			
-			metrics = ScanPathMetrics(
-				analysis['argaze.GazeAnalysis.Basic.ScanPathAnalyzer'].path_duration, 
-				analysis['argaze.GazeAnalysis.Basic.ScanPathAnalyzer'].steps_number, 
-				analysis['argaze.GazeAnalysis.KCoefficient.ScanPathAnalyzer'].K, 
-				analysis['argaze.GazeAnalysis.NearestNeighborIndex.ScanPathAnalyzer'].nearest_neighbor_index, 
-				analysis['argaze.GazeAnalysis.ExploreExploitRatio.ScanPathAnalyzer'].explore_exploit_ratio,
-				timestamp=timestamp
-			)
+			metrics = {
+				"Timestamp (ms)": timestamp,
+				"Path duration (ms)": analysis['argaze.GazeAnalysis.Basic.ScanPathAnalyzer'].path_duration, 
+				"Number of steps": analysis['argaze.GazeAnalysis.Basic.ScanPathAnalyzer'].steps_number, 
+				"K Coefficient": analysis['argaze.GazeAnalysis.KCoefficient.ScanPathAnalyzer'].K, 
+				"Nearest Neighbor Index": analysis['argaze.GazeAnalysis.NearestNeighborIndex.ScanPathAnalyzer'].nearest_neighbor_index, 
+				"Explore / Exploit ratio": analysis['argaze.GazeAnalysis.ExploreExploitRatio.ScanPathAnalyzer'].explore_exploit_ratio
+			}
 
 			self.__ts_metrics.append(metrics)
 
 			# DEBUG
-			print(self.__ts_metrics.as_dataframe())
+			print(self.__ts_metrics)
 '''
 class AOIScanPathAnalysisPlotter(UtilsFeatures.FileWriter):
 
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