Adding new CSV file context.

4 files changed, 1283 insertions, 0 deletions

diff --git a/docs/user_guide/utils/demonstrations_scripts.md b/docs/user_guide/utils/demonstrations_scripts.md
index 277f380..e55e547 100644
--- a/docs/user_guide/utils/demonstrations_scripts.md
+++ b/docs/user_guide/utils/demonstrations_scripts.md
@@ -20,6 +20,14 @@ Load **random_context.json** file to generate random gaze positions:
 python -m argaze load ./src/argaze/utils/demo/random_context.json
 ```
 
+## CSV file context
+
+Load **csv_file_context.json** file to analyze gaze positions from a CSV file:
+
+```shell
+python -m argaze load ./src/argaze/utils/demo/csv_file_context.json
+```
+
 ## OpenCV
 
 ### Cursor context
diff --git a/src/argaze/utils/contexts/File.py b/src/argaze/utils/contexts/File.py
new file mode 100644
index 0000000..91c64e2
--- /dev/null
+++ b/src/argaze/utils/contexts/File.py
@@ -0,0 +1,213 @@
+"""Define eye tracking data file context"""
+
+"""
+This program is free software: you can redistribute it and/or modify it under
+the terms of the GNU General Public License as published by the Free Software
+Foundation, either version 3 of the License, or (at your option) any later
+version.
+This program is distributed in the hope that it will be useful, but WITHOUT
+ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
+FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
+You should have received a copy of the GNU General Public License along with
+this program. If not, see <https://www.gnu.org/licenses/>.
+"""
+
+__author__ = "Théo de la Hogue"
+__credits__ = []
+__copyright__ = "Copyright 2023, Ecole Nationale de l'Aviation Civile (ENAC)"
+__license__ = "GPLv3"
+
+import logging
+import time
+import math
+import threading
+
+import pandas
+import numpy
+
+from argaze import ArFeatures, DataFeatures, GazeFeatures
+
+
+class CSV(ArFeatures.DataPlaybackContext):
+
+	@DataFeatures.PipelineStepInit
+	def __init__(self, **kwargs):
+
+		# Init ArContext class
+		super().__init__()
+
+		# Init private attributes
+		self.__path = None
+		self.__separator = ','
+		self.__timestamp_column = None
+		self.__x_column = None
+		self.__y_column = None
+		self.__start = math.nan
+		self.__end = math.nan
+		self.__duration = 0.
+		self.__progression = 0.
+
+	@property
+	def path(self) -> str:
+		"""Path to data file."""
+		return self.__path
+
+	@path.setter
+	def path(self, path: str):
+
+		self.__path = path
+
+	@property
+	def separator(self) -> str:
+		"""Value delimiter character"""
+		return self.__separator
+
+	@separator.setter
+	def separator(self, separator: str):
+
+		self.__separator = separator
+
+	@property
+	def timestamp_column(self) -> str:
+		"""Select timestamp column."""
+		return self.__timestamp_column
+
+	@timestamp_column.setter
+	def timestamp_column(self, timestamp_column: str):
+
+		self.__timestamp_column = timestamp_column
+
+	@property
+	def x_column(self) -> str:
+		"""Select x column."""
+		return self.__x_column
+
+	@x_column.setter
+	def x_column(self, x_column: str):
+
+		self.__x_column = x_column
+
+	@property
+	def y_column(self) -> str:
+		"""Select y column."""
+		return self.__y_column
+
+	@y_column.setter
+	def y_column(self, y_column: str):
+
+		self.__y_column = y_column
+	@property
+	def start(self) -> int|float:
+		"""Start reading timestamp."""
+		return self.__start
+
+	@start.setter
+	def start(self, start: int|float):
+
+		self.__start = start
+
+	@property
+	def end(self) -> int|float:
+		"""End reading timestamp."""
+		return self.__end
+
+	@end.setter
+	def end(self, end: int|float):
+
+		self.__end = end
+
+	@property
+	def duration(self) -> int|float:
+		"""Get data duration."""
+
+		return self.__duration
+
+	@property
+	def progression(self) -> float:
+		"""Get data processing progression between 0 and 1."""
+
+		return self.__progression
+
+	@DataFeatures.PipelineStepEnter
+	def __enter__(self):
+
+		logging.info('CSV file context starts...')
+
+		# Load gaze positions from a CSV file into Panda Dataframe
+		data_selector = {
+			self.__timestamp_column: numpy.float64,
+			self.__x_column: numpy.float64, 
+			self.__y_column: numpy.float64
+		}
+
+		dataframe = pandas.read_csv(self.__path, delimiter = self.__separator, low_memory = False, usecols=data_selector.keys(), dtype=data_selector)
+
+		# Rename columns with generic names
+		dataframe.rename(columns={
+				self.__timestamp_column: 'timestamp',
+				self.__x_column: 'x', 
+				self.__y_column: 'y'
+			}, inplace=True)
+
+		# Optionnaly select a time range
+		if not math.isnan(self.start):
+
+			dataframe = dataframe.loc[(dataframe['timestamp'] >= self.start)]
+
+		if not math.isnan(self.end):
+
+			dataframe = dataframe.loc[(dataframe['timestamp'] <= self.end)]
+
+		# Filter unvalid gaze positions
+		len_before = len(dataframe)
+		dataframe = dataframe[(dataframe['x'].notna() & dataframe['y']).notna()]
+
+		if len(dataframe) != len_before:
+			logging.info('%i unvalid gaze positions have been removed', len_before - len(dataframe))
+
+		# Open reading thread
+		self.__reading_thread = threading.Thread(target=self.__read, kwargs={'dataframe': dataframe})
+
+		logging.debug('> starting reading thread...')
+		self.__reading_thread.start()
+
+	@DataFeatures.PipelineStepExit
+	def __exit__(self, exception_type, exception_value, exception_traceback):
+
+		logging.info('CSV file context stops...')
+
+		# Close data stream
+		self.stop()
+
+		# Stop reading thread
+		threading.Thread.join(self.__reading_thread)
+
+	def __read(self, dataframe: pandas.DataFrame):
+		"""Read and process gaze positions from dataframe."""
+
+		start_ts = dataframe.iloc[0].timestamp
+		end_ts = dataframe.iloc[-1].timestamp
+
+		self.__duration = end_ts - start_ts
+		self.__progression = 0.
+
+		logging.info('Reading %i gaze positions from %s to %s...', len(dataframe), f'{start_ts}', f'{end_ts}')
+
+		for index, row in dataframe.iterrows():
+
+			# Stop reading
+			if not self.is_running():
+
+				break
+
+			# Pause reading
+			while self.is_paused() and self.is_running():
+
+				time.sleep(0.1)
+
+			# Process gaze position
+			self._process_gaze_position(x = row['x'], y = row['y'], timestamp = row['timestamp'])
+
+			# Update progression
+			self.__progression = row['timestamp'] / self.__duration
+		
diff --git a/src/argaze/utils/demo/csv_file_context.json b/src/argaze/utils/demo/csv_file_context.json
new file mode 100644
index 0000000..a09914f
--- /dev/null
+++ b/src/argaze/utils/demo/csv_file_context.json
@@ -0,0 +1,10 @@
+{
+    "argaze.utils.contexts.File.CSV" : {
+        "name": "CSV file data playback",
+        "path": "./src/argaze/utils/demo/gaze_positions.csv",
+        "timestamp_column": "Timestamp (ms)",
+        "x_column": "Gaze Position X (px)",
+        "y_column": "Gaze Position Y (px)",
+        "pipeline": "gaze_analysis_pipeline.json"
+    }
+}
\ No newline at end of file
diff --git a/src/argaze/utils/demo/gaze_positions.csv b/src/argaze/utils/demo/gaze_positions.csv
new file mode 100644
index 0000000..558c995
--- /dev/null
+++ b/src/argaze/utils/demo/gaze_positions.csv
@@ -0,0 +1,1052 @@
+"Timestamp (ms)","Gaze Position X (px)","Gaze Position Y (px)"

+6016,400,443

+6056,400,443

+6106,401,443

+6128,401,443

+6168,401,442

+6367,401,442

+6409,401,442

+6486,401,442

+7310,408,433

+7334,415,427

+7375,435,412

+7397,441,409

+7438,445,405

+7472,446,405

+7509,446,404

+7532,446,404

+7570,449,392

+7593,450,384

+7631,450,378

+7653,450,377

+7705,432,371

+7730,415,365

+7766,390,353

+7788,376,345

+7828,334,318

+7847,318,306

+7890,296,288

+7912,286,277

+7950,278,263

+7978,275,256

+8018,268,246

+8039,266,245

+8074,265,244

+8092,264,243

+8128,262,243

+8185,263,242

+8205,264,241

+8241,265,231

+8261,265,228

+8305,267,227

+8337,267,226

+8392,267,228

+8427,269,232

+8445,270,232

+8481,272,231

+8501,273,228

+8537,273,219

+8558,272,217

+8592,272,217

+8613,271,218

+8650,271,222

+8671,271,225

+8703,272,227

+8724,272,227

+8755,274,227

+8776,274,226

+8813,275,224

+8834,275,223

+8866,275,223

+8886,279,225

+8922,292,228

+8944,312,227

+8981,351,222

+9000,382,218

+9033,424,214

+9053,447,213

+9087,510,216

+9104,538,216

+9137,591,218

+9156,620,220

+9192,691,219

+9212,719,216

+9246,788,214

+9267,812,215

+9300,855,216

+9319,878,215

+9352,900,215

+9371,907,216

+9403,915,217

+9420,915,217

+9464,915,217

+9484,915,218

+9519,913,219

+9538,912,219

+9573,904,222

+9592,893,224

+9626,875,225

+9645,871,226

+9677,869,226

+9738,869,227

+9760,870,229

+9798,872,231

+9818,872,231

+9851,875,232

+9871,879,232

+9904,883,230

+9925,884,229

+9963,886,228

+9984,886,227

+10073,887,229

+10125,892,234

+10146,894,234

+10181,895,233

+10202,896,231

+10232,896,229

+10252,896,229

+10341,896,229

+10363,896,232

+10399,894,247

+10420,894,254

+10454,890,274

+10472,887,284

+10519,866,316

+10540,858,328

+10573,842,352

+10590,830,370

+10621,816,386

+10641,801,399

+10671,780,415

+10690,770,422

+10723,749,435

+10742,734,442

+10772,717,449

+10790,699,458

+10823,673,468

+10839,659,471

+10868,639,477

+10885,625,481

+10921,597,492

+10941,587,496

+10975,566,508

+10991,558,513

+11025,545,523

+11044,542,527

+11078,537,536

+11095,536,540

+11126,535,548

+11142,535,551

+11177,538,556

+11196,538,557

+11230,541,559

+11247,542,559

+11288,542,559

+11331,542,559

+11349,541,559

+11383,540,558

+11441,542,558

+11462,544,559

+11497,552,562

+11518,558,566

+11549,561,569

+11571,562,569

+11605,562,570

+11657,565,564

+11676,565,561

+11711,564,557

+11766,564,558

+11787,565,560

+11822,569,569

+11841,569,570

+11877,571,570

+11898,572,568

+11933,573,564

+11954,574,561

+11988,575,559

+12009,575,559

+12078,575,560

+12115,578,564

+12137,583,565

+12171,599,560

+12192,607,549

+12229,612,537

+12254,613,535

+12288,613,536

+12305,613,537

+12334,613,539

+12354,613,539

+12388,617,541

+12406,624,540

+12438,638,534

+12458,647,530

+12495,685,512

+12515,706,502

+12547,752,474

+12567,779,449

+12602,811,405

+12622,830,380

+12653,848,359

+12671,864,341

+12706,881,316

+12726,887,308

+12760,890,305

+12776,892,305

+12812,896,301

+12831,898,300

+12868,901,299

+12888,911,296

+12926,928,284

+12947,936,280

+12983,957,266

+13000,963,262

+13034,969,257

+13053,969,257

+13087,969,258

+13108,969,260

+13142,970,266

+13159,971,267

+13189,971,267

+13216,972,266

+13249,972,261

+13271,970,256

+13310,964,252

+13331,963,252

+13367,962,253

+13388,962,255

+13422,962,257

+13443,963,257

+13480,964,256

+13500,964,255

+13536,964,253

+13556,964,253

+13590,964,254

+13611,964,255

+13647,965,257

+13668,965,257

+13705,966,256

+13725,967,253

+13762,959,243

+13782,944,238

+13816,914,234

+13837,893,233

+13870,830,223

+13890,806,216

+13922,751,204

+13941,718,201

+13974,655,192

+13993,629,188

+14030,565,184

+14051,539,184

+14082,491,186

+14100,467,186

+14132,420,189

+14150,393,189

+14182,363,190

+14198,349,189

+14232,324,188

+14252,315,188

+14286,306,190

+14305,303,190

+14338,295,191

+14358,295,191

+14394,295,190

+14414,296,190

+14448,299,188

+14468,302,186

+14501,311,178

+14521,317,174

+14556,319,174

+14614,318,177

+14634,318,181

+14666,318,182

+14686,319,182

+14721,320,181

+14741,320,180

+14776,319,179

+14795,318,179

+14835,313,181

+14856,312,185

+14896,312,186

+14917,312,186

+14950,315,185

+14971,316,184

+15007,316,182

+15027,315,182

+15069,309,182

+15094,302,187

+15127,285,199

+15144,276,205

+15178,261,219

+15204,256,223

+15238,250,229

+15256,243,239

+15290,235,263

+15309,229,274

+15344,217,294

+15363,212,302

+15400,205,314

+15419,204,314

+15453,204,314

+15482,203,313

+15517,204,307

+15537,204,305

+15569,203,304

+15586,203,303

+15621,202,303

+15641,203,302

+15673,208,296

+15694,209,294

+15732,210,291

+15753,210,291

+15790,210,290

+15808,210,291

+15842,211,292

+15861,211,292

+15899,212,292

+15924,212,291

+15955,209,290

+15973,209,290

+16010,208,291

+16032,208,291

+16070,208,287

+16091,210,279

+16122,210,258

+16140,208,244

+16174,205,213

+16193,204,203

+16223,203,195

+16239,203,192

+16273,203,190

+16291,203,190

+16325,203,192

+16345,205,202

+16377,210,210

+16397,211,210

+16433,213,208

+16454,213,205

+16488,211,202

+16507,211,202

+16543,211,202

+16565,211,203

+16600,212,205

+16621,213,206

+16654,214,206

+16674,214,206

+16713,214,203

+16734,213,203

+16768,212,203

+16788,213,206

+16823,223,224

+16843,227,229

+16876,241,236

+16894,252,242

+16930,263,252

+16950,269,258

+16987,273,262

+17006,278,267

+17037,284,272

+17054,288,275

+17089,290,275

+17106,291,276

+17139,299,282

+17162,303,285

+17197,305,286

+17217,306,287

+17256,307,287

+17277,307,285

+17315,302,279

+17337,302,279

+17373,304,281

+17394,306,282

+17427,308,281

+17448,308,281

+17484,308,280

+17505,307,280

+17544,308,281

+17567,309,282

+17603,316,285

+17624,326,291

+17662,350,319

+17683,361,336

+17719,389,378

+17738,403,396

+17768,435,430

+17788,451,444

+17822,486,473

+17842,499,482

+17875,523,500

+17894,538,510

+17928,552,519

+17947,557,522

+17981,565,528

+17998,566,529

+18033,568,527

+18051,569,527

+18085,572,527

+18102,573,526

+18136,574,522

+18153,575,520

+18185,578,518

+18206,579,517

+18242,580,517

+18300,581,517

+18321,582,517

+18359,585,513

+18379,586,509

+18411,590,498

+18432,592,491

+18467,593,487

+18489,594,487

+18527,594,486

+18582,595,490

+18601,596,490

+18638,597,491

+18660,598,490

+18696,599,483

+18717,599,481

+18750,599,480

+18771,600,483

+18810,603,496

+18830,604,500

+18866,609,508

+18888,613,513

+18924,614,513

+18945,615,514

+18983,621,530

+19001,622,538

+19035,624,548

+19060,625,554

+19093,626,567

+19110,626,570

+19145,626,571

+19164,626,572

+19199,628,576

+19218,628,576

+19249,631,576

+19266,632,575

+19304,633,573

+19325,633,573

+19405,633,574

+19428,637,576

+19467,642,578

+19488,642,578

+19546,643,578

+19583,644,577

+19604,645,576

+19636,649,572

+19654,651,569

+19686,654,567

+19707,657,565

+19745,666,559

+19764,672,555

+19801,691,535

+19822,704,514

+19853,720,489

+19872,740,462

+19907,771,419

+19926,791,382

+19960,814,335

+19977,825,315

+20010,846,289

+20030,859,275

+20063,877,258

+20080,885,249

+20115,897,240

+20134,901,238

+20170,902,239

+20190,903,246

+20224,905,252

+20242,906,253

+20277,908,258

+20296,910,266

+20330,911,275

+20350,910,276

+20384,910,279

+20404,909,282

+20443,908,289

+20464,908,290

+20560,907,290

+20597,907,290

+20630,907,289

+20665,907,286

+20686,907,285

+20745,907,286

+20777,908,288

+20798,911,288

+20835,923,283

+20854,937,272

+20891,955,247

+20913,964,231

+20947,973,211

+20968,980,196

+21004,986,175

+21021,989,166

+21054,990,142

+21071,989,135

+21100,988,129

+21120,987,129

+21156,983,131

+21177,980,134

+21213,978,137

+21232,977,142

+21270,974,158

+21292,974,162

+21326,969,169

+21348,969,172

+21381,967,177

+21402,965,180

+21436,965,181

+21494,965,179

+21516,964,179

+21554,959,178

+21572,957,178

+21607,949,181

+21629,948,182

+21666,947,183

+21686,947,184

+21723,942,185

+21745,936,185

+21778,920,183

+21797,910,181

+21833,892,180

+21854,890,181

+21889,889,181

+21918,889,181

+21954,895,186

+21973,903,189

+22008,922,198

+22029,928,200

+22069,930,200

+22091,928,200

+22128,909,192

+22149,902,191

+22182,895,191

+22205,894,191

+22251,893,191

+22278,894,193

+22317,894,194

+22338,894,194

+22375,895,194

+22396,896,193

+22433,900,188

+22454,902,187

+22492,915,187

+22513,920,188

+22550,924,190

+22571,930,195

+22609,949,212

+22631,962,219

+22667,979,225

+22686,991,226

+22717,1000,227

+22734,1004,228

+22770,1005,228

+22790,1005,230

+22821,1005,231

+22850,1005,231

+22886,1003,231

+22906,1001,231

+22943,985,232

+22964,975,231

+23003,959,230

+23025,956,231

+23063,954,233

+23084,954,233

+23116,954,235

+23135,956,236

+23174,956,239

+23195,956,241

+23231,954,244

+23250,953,244

+23288,948,242

+23309,941,239

+23347,918,228

+23366,906,226

+23404,898,224

+23424,894,223

+23460,892,221

+23480,890,221

+23513,890,222

+23530,891,224

+23568,893,229

+23589,894,232

+23625,905,245

+23646,912,248

+23682,930,248

+23704,932,248

+23742,931,247

+23760,930,247

+23793,928,248

+23814,927,249

+23854,926,251

+23876,926,252

+23908,926,252

+23927,926,252

+23967,926,254

+23989,926,255

+24027,928,258

+24049,930,259

+24081,932,258

+24102,933,252

+24141,929,240

+24163,929,239

+24213,929,239

+24235,930,239

+24269,940,247

+24290,951,258

+24327,958,264

+24345,958,264

+24385,958,265

+24404,959,266

+24440,959,268

+24463,959,272

+24504,962,283

+24525,963,285

+24559,961,285

+24579,961,285

+24616,955,282

+24638,953,282

+24673,948,279

+24691,944,276

+24724,939,272

+24744,938,272

+24781,937,272

+24802,937,272

+24837,940,272

+24858,943,270

+24898,944,260

+24920,941,257

+24956,933,256

+24978,931,257

+25011,929,262

+25030,929,263

+25072,931,266

+25093,931,266

+25129,924,267

+25150,909,266

+25188,879,261

+25210,847,260

+25245,797,265

+25263,759,274

+25298,682,286

+25318,629,288

+25353,472,278

+25373,412,270

+25407,273,250

+25427,239,243

+25461,187,227

+25481,158,210

+25518,147,198

+25538,147,198

+25568,147,198

+25589,149,198

+25629,174,201

+25649,194,206

+25686,235,222

+25704,252,229

+25738,281,236

+25758,291,237

+25794,296,238

+25824,296,238

+25860,296,242

+25880,296,243

+25934,296,243

+25972,297,243

+25991,297,243

+26026,297,244

+26046,298,247

+26078,301,249

+26098,302,249

+26137,303,246

+26158,303,244

+26195,302,243

+26213,302,243

+26251,300,250

+26271,300,251

+26302,300,251

+26321,303,248

+26358,305,243

+26376,303,240

+26409,302,239

+26431,301,239

+26470,295,240

+26492,293,241

+26529,291,242

+26550,291,242

+26588,287,238

+26609,284,237

+26642,279,235

+26663,277,237

+26702,272,246

+26723,267,254

+26761,262,268

+26782,259,272

+26821,258,273

+26840,257,272

+26877,246,268

+26902,242,268

+26937,242,268

+26955,245,266

+26993,267,263

+27013,274,262

+27046,278,258

+27066,280,251

+27102,279,246

+27149,279,247

+27171,280,250

+27205,289,252

+27224,294,249

+27259,298,239

+27280,298,223

+27315,296,208

+27334,297,202

+27370,303,192

+27391,304,190

+27428,304,189

+27459,304,190

+27494,303,197

+27513,303,197

+27550,302,198

+27567,301,198

+27603,294,200

+27624,284,207

+27662,272,224

+27684,268,233

+27719,270,241

+27740,273,244

+27774,275,248

+27795,274,250

+27831,273,251

+27853,273,251

+27888,284,255

+27907,292,255

+27945,304,256

+27966,305,257

+28003,308,265

+28022,311,272

+28056,327,294

+28077,337,304

+28117,374,334

+28138,400,351

+28173,432,372

+28193,456,389

+28224,480,408

+28241,488,416

+28276,505,439

+28295,514,455

+28329,519,469

+28349,521,475

+28385,528,491

+28405,529,495

+28438,530,497

+28455,533,501

+28492,548,516

+28510,554,522

+28543,566,534

+28563,577,545

+28599,604,575

+28619,610,581

+28654,612,585

+28674,613,588

+28707,615,593

+28727,615,594

+28774,613,589

+28795,608,584

+28828,602,578

+28845,602,578

+28880,599,578

+28900,598,579

+28931,595,579

+28951,593,579

+28982,593,580

+29040,592,579

+29059,587,577

+29094,575,577

+29115,567,578

+29147,558,579

+29167,555,579

+29207,555,579

+29251,555,578

+29271,555,577

+29309,554,575

+29330,550,573

+29369,549,573

+29420,552,574

+29446,571,577

+29494,615,569

+29517,627,561

+29554,635,547

+29578,635,545

+29634,635,545

+29672,629,540

+29692,623,535

+29728,608,523

+29746,606,522

+29778,600,518

+29799,597,514

+29840,597,514

+29859,598,516

+29896,600,524

+29917,600,527

+29953,600,529

+29974,600,529

+30011,605,517

+30033,606,509

+30068,606,508

+30089,606,509

+30121,605,517

+30142,604,522

+30181,603,527

+30200,604,529

+30244,606,530

+30269,608,529

+30310,609,528

+30331,609,528

+30368,605,533

+30389,602,535

+30428,591,536

+30447,580,532

+30484,558,515

+30505,540,498

+30540,513,471

+30559,491,451

+30591,460,424

+30609,442,408

+30647,402,372

+30667,387,359

+30702,348,332

+30722,333,321

+30758,306,303

+30779,289,292

+30812,273,282

+30829,267,278

+30864,254,275

+30888,243,274

+30933,224,272

+30953,217,270

+30984,214,269

+31002,214,269

+31047,215,269

+31078,216,267

+31096,216,267

+31143,215,267

+31162,214,268

+31196,213,271

+31213,213,273

+31250,216,274

+31272,217,272

+31311,219,261

+31332,218,257

+31366,217,256

+31398,218,257

+31436,220,263

+31457,221,264

+31492,224,262

+31513,229,258

+31552,230,247

+31574,229,242

+31612,228,237

+31633,227,232

+31670,230,229

+31689,237,224

+31729,254,212

+31756,267,207

+31791,289,208

+31812,292,209

+31845,291,211

+31865,286,221

+31902,280,236

+31924,279,244

+31962,280,248

+31984,289,248

+32021,305,242

+32043,312,237

+32083,313,236

+32139,313,238

+32158,312,238

+32192,312,239

+32224,312,239

+32264,316,235

+32285,317,232

+32323,317,224

+32344,317,223

+32392,317,225

+32430,318,235

+32451,318,238

+32586,317,239

+32609,313,244

+32644,301,254

+32665,295,257

+32707,290,257

+32728,288,256

+32764,285,255

+32784,284,255

+32823,287,261

+32845,290,264

+32883,314,264

+32904,338,257

+32940,372,245

+32961,398,238

+32999,454,238

+33020,478,240

+33054,524,239

+33074,558,236

+33112,620,231

+33132,645,229

+33168,707,224

+33189,733,225

+33223,784,222

+33243,800,221

+33279,840,223

+33296,851,225

+33332,867,227

+33353,873,226

+33394,891,226

+33416,898,227

+33452,899,227

+33480,899,228

+33512,900,233

+33530,901,236

+33569,901,237

+33629,900,237

+33647,898,237

+33680,896,238

+33697,896,239

+33737,894,240

+33758,893,240

+33798,890,243

+33819,887,247

+33856,882,254

+33877,882,256

+33911,882,257

+33929,882,257

+33969,883,257

+33990,883,258

+34027,884,261

+34049,884,263

+34089,884,265

+34111,886,265

+34147,893,263

+34169,902,258

+34207,923,233

+34229,929,223

+34265,944,203

+34290,951,189

+34325,955,170

+34346,955,159

+34382,955,155

+34413,954,155

+34449,952,165

+34471,951,175

+34506,949,189

+34527,950,195

+34564,951,197

+34586,952,198

+34627,954,199

+34649,955,202

+34685,955,214

+34704,955,221

+34737,956,223

+34758,958,223

+34798,959,223

+34817,959,222

+34854,957,222

+34874,955,223

+34914,953,228

+34938,954,231

+34973,959,238

+34994,964,244

+35030,968,249

+35049,967,250

+35091,965,252

+35113,962,258

+35149,958,267

+35171,956,270

+35209,956,271

+35265,956,271

+35299,949,266

+35319,943,264

+35353,940,263

+35373,937,263

+35414,932,263

+35438,928,263

+35469,921,260

+35490,914,248

+35530,905,223

+35552,904,207

+35585,908,198

+35604,910,196

+35638,915,192

+35658,918,191

+35696,920,190

+35750,920,193

+35768,921,195

+35802,925,201

+35821,928,202

+35864,941,208

+35886,945,211

+35924,946,219

+35945,944,228

+35983,942,244

+36005,942,248

+36044,942,250

+36062,942,250

+36100,939,248

+36122,926,243

+36163,914,243

+36185,907,243

+36223,893,243

+36243,891,243

+36282,890,243

+36304,889,244

+36341,887,246

+36360,886,248

+36403,885,253

+36425,882,259

+36459,878,268

+36481,874,272

+36515,854,275

+36535,818,275

+36569,756,275

+36589,728,279

+36625,660,296

+36643,635,302

+36673,589,309

+36690,573,311

+36731,555,313

+36757,554,313

+36843,555,313

+36863,559,316

+36897,566,322

+36917,573,325

+36957,597,329

+36981,615,326

+37030,633,316

+37054,633,314

+37095,634,314

+37117,634,315

+37153,633,316

+37174,633,317

+37212,635,319

+37233,637,319

+37274,639,318

+37295,639,315

+37334,633,311

+37355,628,310

+37389,623,311

+37407,621,313

+37443,620,315

+37461,620,316

+37497,621,317

+37515,623,318

+37555,626,317

+37576,626,317

+37610,627,320

+37630,628,324

+37667,629,325

+37687,630,326

+37722,633,326

+37742,634,325

+37779,634,324

+37801,634,323