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-rw-r--r--src/argaze/GazeAnalysis/Basic.py16
-rw-r--r--src/argaze/GazeAnalysis/Entropy.py2
-rw-r--r--src/argaze/GazeAnalysis/ExploitExploreRatio.py2
-rw-r--r--src/argaze/GazeAnalysis/KCoefficient.py4
-rw-r--r--src/argaze/GazeAnalysis/LempelZivComplexity.py2
-rw-r--r--src/argaze/GazeAnalysis/NGram.py18
-rw-r--r--src/argaze/GazeAnalysis/NearestNeighborIndex.py2
-rw-r--r--src/argaze/GazeAnalysis/TransitionMatrix.py2
-rw-r--r--src/argaze/GazeFeatures.py37
9 files changed, 73 insertions, 12 deletions
diff --git a/src/argaze/GazeAnalysis/Basic.py b/src/argaze/GazeAnalysis/Basic.py
index 69e5793..d6a8ca1 100644
--- a/src/argaze/GazeAnalysis/Basic.py
+++ b/src/argaze/GazeAnalysis/Basic.py
@@ -20,17 +20,19 @@ class ScanPathAnalyzer(GazeFeatures.ScanPathAnalyzer):
def __post_init__(self):
- self.__lenght = 0
+ super().__init__()
+
+ self.__length = 0
def analyze(self, scan_path: GazeFeatures.ScanPathType):
"""Analyze scan path."""
- self.__lenght = len(scan_path)
+ self.__length = len(scan_path)
@property
def length(self) -> float:
- return self.__lenght
+ return self.__length
@dataclass
class AOIScanPathAnalyzer(GazeFeatures.AOIScanPathAnalyzer):
@@ -38,14 +40,16 @@ class AOIScanPathAnalyzer(GazeFeatures.AOIScanPathAnalyzer):
def __post_init__(self):
- self.__lenght = 0
+ super().__init__()
+
+ self.__length = 0
def analyze(self, scan_path: GazeFeatures.ScanPathType):
"""Analyze scan path."""
- self.__lenght = len(scan_path)
+ self.__length = len(scan_path)
@property
def length(self) -> float:
- return self.__lenght \ No newline at end of file
+ return self.__length \ No newline at end of file
diff --git a/src/argaze/GazeAnalysis/Entropy.py b/src/argaze/GazeAnalysis/Entropy.py
index 56f78d9..ba1c17c 100644
--- a/src/argaze/GazeAnalysis/Entropy.py
+++ b/src/argaze/GazeAnalysis/Entropy.py
@@ -33,6 +33,8 @@ class AOIScanPathAnalyzer(GazeFeatures.AOIScanPathAnalyzer):
def __post_init__(self):
+ super().__init__()
+
self.__stationary_entropy = -1
self.__transition_entropy = -1
diff --git a/src/argaze/GazeAnalysis/ExploitExploreRatio.py b/src/argaze/GazeAnalysis/ExploitExploreRatio.py
index a1a2e6b..0c55170 100644
--- a/src/argaze/GazeAnalysis/ExploitExploreRatio.py
+++ b/src/argaze/GazeAnalysis/ExploitExploreRatio.py
@@ -35,6 +35,8 @@ class ScanPathAnalyzer(GazeFeatures.ScanPathAnalyzer):
def __post_init__(self):
+ super().__init__()
+
self.__exploit_explore_ratio = 0.
def analyze(self, scan_path: GazeFeatures.ScanPathType):
diff --git a/src/argaze/GazeAnalysis/KCoefficient.py b/src/argaze/GazeAnalysis/KCoefficient.py
index d384a05..46ecca3 100644
--- a/src/argaze/GazeAnalysis/KCoefficient.py
+++ b/src/argaze/GazeAnalysis/KCoefficient.py
@@ -26,6 +26,8 @@ class ScanPathAnalyzer(GazeFeatures.ScanPathAnalyzer):
def __post_init__(self):
+ super().__init__()
+
self.__K = 0
def analyze(self, scan_path: GazeFeatures.ScanPathType):
@@ -75,6 +77,8 @@ class AOIScanPathAnalyzer(GazeFeatures.AOIScanPathAnalyzer):
def __post_init__(self):
+ super().__init__()
+
self.__K = 0
def analyze(self, aoi_scan_path: GazeFeatures.AOIScanPathType) -> float:
diff --git a/src/argaze/GazeAnalysis/LempelZivComplexity.py b/src/argaze/GazeAnalysis/LempelZivComplexity.py
index 64a309f..c836235 100644
--- a/src/argaze/GazeAnalysis/LempelZivComplexity.py
+++ b/src/argaze/GazeAnalysis/LempelZivComplexity.py
@@ -24,6 +24,8 @@ class AOIScanPathAnalyzer(GazeFeatures.AOIScanPathAnalyzer):
def __post_init__(self):
+ super().__init__()
+
self.__lempel_ziv_complexity = 0
def analyze(self, aoi_scan_path: GazeFeatures.AOIScanPathType):
diff --git a/src/argaze/GazeAnalysis/NGram.py b/src/argaze/GazeAnalysis/NGram.py
index 1ae8a07..662060e 100644
--- a/src/argaze/GazeAnalysis/NGram.py
+++ b/src/argaze/GazeAnalysis/NGram.py
@@ -22,13 +22,17 @@ from argaze import GazeFeatures
class AOIScanPathAnalyzer(GazeFeatures.AOIScanPathAnalyzer):
"""
Parameters:
- n: lenght of grams to search.
+ n_min: minimal grams length to search.
+ n_max: maximal grams length to search.
"""
- n: int = field(default=2)
+ n_min: int = field(default=2)
+ n_max: int = field(default=2)
def __post_init__(self):
+ super().__init__()
+
self.__ngrams_count = {}
def analyze(self, aoi_scan_path: GazeFeatures.AOIScanPathType):
@@ -38,10 +42,14 @@ class AOIScanPathAnalyzer(GazeFeatures.AOIScanPathAnalyzer):
sequence = str(aoi_scan_path)
- ngrams = zip(*[sequence[i:] for i in range(self.n)])
- ngrams = [ngram for ngram in ngrams]
+ self.__ngrams_count = {}
+
+ for n in range(self.n_min, self.n_max + 1):
+
+ ngrams = zip(*[sequence[i:] for i in range(n)])
+ ngrams = [ngram for ngram in ngrams]
- self.__ngrams_count = {tuple([aoi_scan_path.get_letter_aoi(l) for l in ngram]) : ngrams.count(ngram) for ngram in ngrams}
+ self.__ngrams_count[n] = {tuple([aoi_scan_path.get_letter_aoi(l) for l in ngram]) : ngrams.count(ngram) for ngram in ngrams}
@property
def ngrams_count(self) -> dict:
diff --git a/src/argaze/GazeAnalysis/NearestNeighborIndex.py b/src/argaze/GazeAnalysis/NearestNeighborIndex.py
index cf29169..33b3333 100644
--- a/src/argaze/GazeAnalysis/NearestNeighborIndex.py
+++ b/src/argaze/GazeAnalysis/NearestNeighborIndex.py
@@ -33,6 +33,8 @@ class ScanPathAnalyzer(GazeFeatures.ScanPathAnalyzer):
def __post_init__(self):
+ super().__init__()
+
self.__nearest_neighbor_index = 0
def analyze(self, scan_path: GazeFeatures.ScanPathType):
diff --git a/src/argaze/GazeAnalysis/TransitionMatrix.py b/src/argaze/GazeAnalysis/TransitionMatrix.py
index 6d7451d..ab10989 100644
--- a/src/argaze/GazeAnalysis/TransitionMatrix.py
+++ b/src/argaze/GazeAnalysis/TransitionMatrix.py
@@ -26,6 +26,8 @@ class AOIScanPathAnalyzer(GazeFeatures.AOIScanPathAnalyzer):
def __post_init__(self):
+ super().__init__()
+
self.__transition_matrix_probabilities = pandas.DataFrame()
self.__transition_matrix_density = 0.
diff --git a/src/argaze/GazeFeatures.py b/src/argaze/GazeFeatures.py
index 620903a..f26a3ed 100644
--- a/src/argaze/GazeFeatures.py
+++ b/src/argaze/GazeFeatures.py
@@ -19,6 +19,7 @@ from dataclasses import dataclass, field
import math
import ast
import json
+from inspect import getmembers
from argaze import DataStructures
@@ -562,7 +563,24 @@ class ScanPath(list):
class ScanPathAnalyzer():
"""Abstract class to define what should provide a scan path analyzer."""
- def analyze(self, scan_path: ScanPathType) -> Any:
+ def __init__(self):
+
+ self.__properties = [name for (name, value) in getmembers(type(self), lambda v: isinstance(v, property))]
+
+ @property
+ def analysis(self) -> dict:
+
+ analysis = {}
+
+ for p in self.__properties:
+
+ if p != 'analysis':
+
+ analysis[p] = getattr(self, p)
+
+ return analysis
+
+ def analyze(self, scan_path: ScanPathType):
"""Analyze scan path."""
raise NotImplementedError('analyze() method not implemented')
@@ -784,6 +802,23 @@ class AOIScanPath(list):
class AOIScanPathAnalyzer():
"""Abstract class to define what should provide a aoi scan path analyzer."""
+ def __init__(self):
+
+ self.__properties = [name for (name, value) in getmembers(type(self), lambda v: isinstance(v, property))]
+
+ @property
+ def analysis(self) -> dict:
+
+ analysis = {}
+
+ for p in self.__properties:
+
+ if p != 'analysis':
+
+ analysis[p] = getattr(self, p)
+
+ return analysis
+
def analyze(self, aoi_scan_path: AOIScanPathType):
"""Analyze aoi scan path."""
generated by cgit v1.1 at 2024-11-10 20:01:49 +0000