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common_scene_obj.py
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298 lines (246 loc) · 10.5 KB
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#!/usr/bin/env python3
# SPDX-FileCopyrightText: (C) 2025 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import json
import time
from http import HTTPStatus
from scene_common.mqtt import PubSub
from scene_common.rest_client import RESTClient
from scene_common.timestamp import get_iso_time, get_epoch_time
from tests.common_test_utils import check_event_contains_data
from tests.functional import FunctionalTest
ROI_NAME = "Automated_ROI"
FRAMES_PER_SECOND = 10
PERSON = "person"
REGION = "region"
MAX_CONTROLLER_WAIT = 30 # seconds
MAX_ATTEMPTS = 3
class SceneObjectMqtt(FunctionalTest):
def __init__(self, testName, request, recordXMLAttribute):
super().__init__(testName, request, recordXMLAttribute)
self.sceneUID = self.params['scene_id']
self.roiName = ROI_NAME
self.frameRate = FRAMES_PER_SECOND
self.roi_deleted = False
self.message_received_after_delete = False
self.rest = RESTClient(self.params['resturl'], rootcert=self.params['rootcert'])
res = self.rest.authenticate(self.params['user'], self.params['password'])
assert res, (res.errors)
self.pubsub = PubSub(self.params['auth'], None, self.params['rootcert'],
self.params['broker_url'], int(self.params['broker_port']))
self.pubsub.connect()
self.pubsub.loopStart()
return
def eventReceived(self, pahoClient, userdata, message):
data = message.payload.decode("utf-8")
regionData = json.loads(data)
check_event_contains_data(regionData, "region")
if getattr(self, "roi_deleted", False):
self.message_received_after_delete = True
print("Event received after ROI deletion (unexpected)")
return
for regionObj in regionData['objects']:
for sceneObj in self.sceneData['objects']:
if regionObj['id'] == sceneObj['id']:
self.expectedEnter.append(sceneObj['id'])
self.verifyRegionEvent(regionData)
return
def regionDataReceived(self, pahoClient, userdata, message):
region_data = json.loads(message.payload.decode("utf-8"))
if getattr(self, "roi_deleted", False):
self.message_received_after_delete = True
print("Region data received after ROI deletion (unexpected)")
return
objects = region_data.get('objects', [])
if not objects:
return
self.regionDataNonEmptyCount += 1
if self.object_in_region:
region_ts = get_epoch_time(region_data['timestamp'])
self.regionDataTimestampsWhileInside.append(region_ts)
return
def verifyRegionEvent(self, regionEvent):
self.entered = False
self.exited = False
if len(regionEvent['entered']) > 0:
for event in regionEvent['entered']:
assert len(self.expectedEnter) > 0
if event['id'] in self.expectedEnter:
currPoint = event['translation']
if self.isWithinRectangle(self.roiPoints[1], self.roiPoints[3], (currPoint[0], currPoint[1])):
self.expectedExit.append(event['id'])
self.expectedEnter.remove(event['id'])
self.entered = True
self.object_in_region = True
# Track entry time for dwell verification
if event['id'] not in self.objectEntryTimes:
self.objectEntryTimes[event['id']] = get_epoch_time()
print("object with id {} entered region\n".format(event['id']))
if len(regionEvent['exited']) > 0:
for event in regionEvent['exited']:
assert len(self.expectedExit) > 0
if event['object']['id'] in self.expectedExit:
self.expectedExit.remove(event['object']['id'])
self.exited = True
self.object_in_region = False
print("object with id {} exited region\n".format(event['object']['id']))
return
def verifyRegionDataUpdates(self):
"""Verify that DATA_REGION updates continue while object remains in region."""
assert self.regionDataNonEmptyCount > 0, "Expected at least one non-empty DATA_REGION message"
assert len(self.regionDataTimestampsWhileInside) >= 2, \
"Expected repeated DATA_REGION updates while object is inside region"
assert self.regionDataTimestampsWhileInside[-1] > self.regionDataTimestampsWhileInside[0], \
"Expected DATA_REGION timestamps to advance across in-region updates"
return
def isWithinRectangle(self, bl, tr, curr_point):
if (curr_point[0] > bl[0] and curr_point[0] < tr[0] and \
curr_point[1] > bl[1] and curr_point[1] < tr[1]):
return True
else:
return False
def setupROI(self, roiData):
res = self.rest.createRegion(roiData)
assert res.statusCode == HTTPStatus.CREATED, (res.statusCode, res.errors)
self.roi_uid = res['uid']
topic = PubSub.formatTopic(PubSub.EVENT, event_type="count", scene_id=self.sceneUID,
region_id=self.roi_uid, region_type=REGION)
self.pubsub.addCallback(topic, self.eventReceived)
data_topic = PubSub.formatTopic(PubSub.DATA_REGION, scene_id=self.sceneUID,
region_id=self.roi_uid, thing_type=PERSON)
self.pubsub.addCallback(data_topic, self.regionDataReceived)
assert res['points']
return res['points']
def deleteROI(self, roi_uid):
res = self.rest.deleteRegion(roi_uid)
assert res.statusCode == HTTPStatus.OK, (res.statusCode, res.errors)
print(f"ROI {roi_uid} deleted successfully")
self.roi_deleted = True
return
def sendDetections(self, objLocation, frame_rate):
jdata = self.objData()
for location in objLocation:
camera_id = jdata['id']
jdata['timestamp'] = get_iso_time()
jdata['objects'][PERSON][0]['bounding_box']['y'] = location
detection = json.dumps(jdata)
self.pubsub.publish(PubSub.formatTopic(PubSub.DATA_CAMERA,
camera_id=camera_id), detection)
time.sleep(1 / frame_rate)
return
def runSceneObjMqttInitialize(self):
self.expectedEnter = []
self.expectedExit = []
self.sceneData = None
self.entered = False
self.exited = False
self.roiPoints = ((0.9, 4.0), (0.9, 2.4),
(8.1, 2.4), (8.1, 4.0))
self.message_received_after_delete = False
self.object_in_region = False
self.regionDataNonEmptyCount = 0
self.regionDataTimestampsWhileInside = []
self.objectEntryTimes = {} # Track when each object entered region for dwell verification
self.previousDwellTimes = {} # Track previous dwell times to verify monotonic increase
if self.testName and self.recordXMLAttribute:
self.recordXMLAttribute("name", self.testName)
return
def sceneReady(self, max_attempts, waitTopic, publishTopic, objData):
attempts = 0
ready = None
while attempts < max_attempts:
attempts += 1
begin = get_epoch_time()
ready = self.sceneControllerReady(waitTopic, publishTopic, MAX_CONTROLLER_WAIT,
begin, 1 / self.frameRate, objData)
if ready:
break
else:
print('reached max number of attemps to wait for scene controller')
return
def regulatedReceived(self, pahoClient, userdata, message):
data = message.payload.decode("utf-8")
self.sceneData = json.loads(data)
# Track that dwell data appears in scene messages when expected
self.verifyDwellPresenceInSceneData(self.sceneData)
return
def verifyDwellPresenceInSceneData(self, sceneData):
"""Verify dwell values appear in scene object data when objects are in regions.
Unlike unit tests which validate calculation formulas, this checks integration:
that dwell data is present and available in the scene data stream.
"""
if 'objects' not in sceneData or not sceneData['objects']:
return
for obj in sceneData['objects']:
obj_id = obj.get('id')
if not obj_id or obj_id not in self.objectEntryTimes:
continue
# Check that dwell data is present for objects known to be in regions
if 'regions' in obj and obj['regions']:
for region_name, region_data in obj['regions'].items():
if 'dwell' in region_data:
dwell = region_data['dwell']
# Basic sanity check: dwell should be non-negative
assert dwell >= 0, f"Object {obj_id} has negative dwell: {dwell}"
# Verify monotonic increase (no dwell decrease over time)
key = (obj_id, region_name)
if key in self.previousDwellTimes:
prev_dwell = self.previousDwellTimes[key]
assert dwell >= prev_dwell - 0.2, \
f"Object {obj_id} dwell in {region_name} decreased from {prev_dwell:.2f} to {dwell:.2f}"
self.previousDwellTimes[key] = dwell
return
def runSceneObjMqttPrepare(self):
objData = self.objData()
waitTopic = PubSub.formatTopic(PubSub.DATA_SCENE,
scene_id=self.sceneUID, thing_type=PERSON)
publishTopic = PubSub.formatTopic(PubSub.DATA_CAMERA, camera_id=objData['id'])
objLocation = self.getLocations()
objData['objects'][PERSON][0]['bounding_box']['y'] = objLocation[0]
self.sceneReady(MAX_ATTEMPTS, waitTopic, publishTopic, objData)
self.getScene()
roi = {'scene': self.sceneUID,
'name': self.roiName,
'points': self.roiPoints}
points = self.setupROI(roi)
topic_regulated = PubSub.formatTopic(PubSub.DATA_REGULATED, scene_id=self.sceneUID)
self.pubsub.addCallback(topic_regulated, self.regulatedReceived)
print("BottomLeft: ", points[1])
print("TopRight: ", points[3])
return
def runSceneObjMqttPrepareExtra(self):
return
def runROIMqttExecute(self):
objLocation = self.getLocations()
self.sendDetections(objLocation, self.frameRate)
print("Expected entered list: ", self.expectedEnter)
print("Expected exited list: ", self.expectedExit)
return
def runROIMqttDelete(self):
self.deleteROI(self.roi_uid)
objLocation = self.getLocations()
self.sendDetections(objLocation, self.frameRate)
time.sleep(2)
return
def runROIMqttVerifyPassed(self):
if not (
self.exited and self.entered == False
and len(self.expectedExit) == 0
and len(self.expectedEnter) == 0
):
return False
self.verifyRegionDataUpdates()
return True
def runROIMqttVerifyNoEventsAfterDelete(self):
time.sleep(2)
if self.message_received_after_delete:
print("Still receiving message from ROI!")
return False
print("No events published after ROI deletion")
return True
def runSceneObjMqttVerifyPassedExtra(self):
return True
def runSceneObjMqttFinally(self):
self.pubsub.loopStop()
self.recordTestResult()
return