def get_images(screen, n_images, beamline='Aramis', dry_run=None):
print('Start get_images for screen %s, %i images, beamline %s' %
(screen, n_images, beamline))
meta_dict_1 = get_meta_data(screen)
positioner = pyscan.BsreadPositioner(n_messages=n_images)
settings = pyscan.scan_settings(settling_time=0.01,
measurement_interval=0.2,
n_measurements=1)
pipeline_client = PipelineClient("http://sf-daqsync-01:8889/")
cam_instance_name = str(screen) + "_sp1"
stream_address = pipeline_client.get_instance_stream(cam_instance_name)
stream_host, stream_port = get_host_port_from_stream_address(
stream_address)
# Configure bsread
pyscan.config.bs_default_host = stream_host
pyscan.config.bs_default_port = stream_port
logging.getLogger("mflow.mflow").setLevel(logging.ERROR)
readables = get_readables(beamline)
raw_output = pyscan.scan(positioner=positioner,
readables=readables,
settings=settings)
output = [[x] for x in raw_output]
result_dict = pyscan_result_to_dict(readables, output, scrap_bs=True)
for ax in ['x_axis', 'y_axis']:
arr = result_dict[ax] * 1e-6 # convert to m
if len(arr.shape) == 3:
result_dict[ax + '_m'] = arr[0, 0, :]
elif len(arr.shape) == 2:
result_dict[ax + '_m'] = arr[0, :]
else:
raise ValueError('Unexpected', len(arr.shape))
meta_dict_2 = get_meta_data(screen)
output_dict = {
'pyscan_result': result_dict,
'meta_data_begin': meta_dict_1,
'meta_data_end': meta_dict_2,
}
print('End get_images')
return output_dict
def test_a_quick_start(self):
from cam_server import PipelineClient
from cam_server.utils import get_host_port_from_stream_address
from bsread import source, SUB
# Create a pipeline client.
client = PipelineClient()
# ADDITIONAL, FOR THE TEST
camera_name = "simulation"
client = self.pipeline_client
client.create_instance_from_config(
configuration={"camera_name": camera_name},
instance_id=camera_name + "_sp1")
# Define the camera name you want to read. This should be the same camera you are streaming in screen panel.
camera_name = "simulation"
# Format of the instance id when screen_panel creates a pipeline.
pipeline_instance_id = camera_name + "_sp1"
# Get the stream for the pipelie instance.
stream_address = client.get_instance_stream(pipeline_instance_id)
# Extract the stream host and port from the stream_address.
stream_host, stream_port = get_host_port_from_stream_address(
stream_address)
# Open connection to the stream. When exiting the 'with' section, the source disconnects by itself.
with source(host=stream_host, port=stream_port,
mode=SUB) as input_stream:
input_stream.connect()
# Read one message.
message = input_stream.receive()
# Print out the received stream data - dictionary.
print("Dictionary with data:\n", message.data.data)
# Print out the X center of mass.
print("X center of mass: ",
message.data.data["x_center_of_mass"].value)
class PipelineClientTest(unittest.TestCase):
def setUp(self):
self.host = "0.0.0.0"
self.cam_port = 8880
self.pipeline_port = 8881
self.cam_manager_port = 8888
self.pipeline_manager_port = 8889
for port in self.cam_port, self.pipeline_port, self.cam_manager_port, self.pipeline_manager_port:
print("Port ", port, "avilable: ", is_port_available(port))
test_base_dir = os.path.split(os.path.abspath(__file__))[0]
self.cam_config_folder = os.path.join(test_base_dir, "camera_config/")
self.pipeline_config_folder = os.path.join(test_base_dir,
"pipeline_config/")
self.background_config_folder = os.path.join(test_base_dir,
"background_config/")
self.user_scripts_folder = os.path.join(test_base_dir, "user_scripts/")
self.temp_folder = os.path.join(test_base_dir, "temp/")
require_folder(self.background_config_folder)
require_folder(self.user_scripts_folder)
require_folder(self.temp_folder)
cam_server_address = "http://%s:%s" % (self.host, self.cam_port)
pipeline_server_address = "http://%s:%s" % (self.host,
self.pipeline_port)
cam_server_proxy_address = "http://%s:%s" % (self.host,
self.cam_manager_port)
pipeline_server_proxy_address = "http://%s:%s" % (
self.host, self.pipeline_manager_port)
self.cam_process = Process(target=start_camera_worker,
args=(self.host, self.cam_port,
self.user_scripts_folder))
self.cam_process.start()
self.pipeline_process = Process(
target=start_pipeline_worker,
args=(self.host, self.pipeline_port, self.temp_folder,
self.temp_folder, cam_server_proxy_address))
self.pipeline_process.start()
self.cam_proxy_process = Process(
target=start_camera_manager,
args=(self.host, self.cam_manager_port, cam_server_address,
self.cam_config_folder, self.user_scripts_folder))
self.cam_proxy_process.start()
self.pipeline_proxy_process = Process(
target=start_pipeline_manager,
args=(self.host, self.pipeline_manager_port,
pipeline_server_address, self.pipeline_config_folder,
self.background_config_folder,
config.DEFAULT_BACKGROUND_FILES_DAYS_TO_LIVE,
self.user_scripts_folder, cam_server_proxy_address))
self.pipeline_proxy_process.start()
self.cam_client = CamClient(cam_server_proxy_address)
self.pipeline_client = PipelineClient(pipeline_server_proxy_address)
# Give it some time to start.
sleep(1.0) # Give it some time to start.
def tearDown(self):
test_cleanup([self.pipeline_client, self.cam_client], [
self.pipeline_proxy_process, self.cam_proxy_process,
self.pipeline_process, self.cam_process
], [
os.path.join(self.pipeline_config_folder, "testing_config.json"),
os.path.join(self.temp_folder, "Test.py"),
os.path.join(self.temp_folder, "Test2.py"),
os.path.join(self.user_scripts_folder, "Test.py"),
os.path.join(self.user_scripts_folder, "Test2.py"),
self.background_config_folder,
self.user_scripts_folder,
self.temp_folder,
])
def test_client(self):
expected_pipelines = [
"pipeline_example_1", "pipeline_example_2", "pipeline_example_3",
"pipeline_example_4"
]
for pipeline in expected_pipelines:
self.assertIn(pipeline, self.pipeline_client.get_pipelines(),
"Test config pipelines have changed?")
expected_pipelines = set(self.pipeline_client.get_pipelines())
camera_config = self.pipeline_client.get_pipeline_config(
"pipeline_example_4")
self.pipeline_client.save_pipeline_config("testing_config",
camera_config)
with self.assertRaisesRegex(
ValueError, "Camera name not specified in configuration."):
self.pipeline_client.save_pipeline_config("testing_config", {})
with self.assertRaisesRegex(
ValueError, "Camera name not specified in configuration."):
self.pipeline_client.save_pipeline_config("testing_config",
{"invalid": "config"})
with self.assertRaisesRegex(
ValueError,
"pipeline_type 'invalid' not present in mapping. Available"):
self.pipeline_client.save_pipeline_config(
"testing_config", {
"camera_name": "simulation",
"pipeline_type": "invalid"
})
expected_pipelines.add("testing_config")
self.assertSetEqual(set(self.pipeline_client.get_pipelines()),
expected_pipelines,
"Testing config was not added.")
stream_address_1 = self.pipeline_client.get_instance_stream(
"testing_config")
stream_address_2 = self.pipeline_client.get_instance_stream(
"testing_config")
self.assertEqual(
len(self.pipeline_client.get_server_info()["active_instances"]), 1,
"Instance not started or too many instances started.")
with self.assertRaisesRegex(ValueError,
"Config updates cannot be empty."):
self.pipeline_client.set_instance_config("testing_config", {})
with self.assertRaisesRegex(
ValueError, "Cannot set config on a read only instance."):
self.pipeline_client.set_instance_config(
"testing_config", {"camera_name": "simulation"})
self.assertEqual(stream_address_1, stream_address_2,
"Stream addresses should be equal.")
self.pipeline_client.stop_instance("testing_config")
self.assertEqual(
len(self.pipeline_client.get_server_info()["active_instances"]), 0,
"The instance should be stopped.")
instance_id_1, instance_stream_1 = self.pipeline_client.create_instance_from_name(
"testing_config")
instance_id_2, instance_stream_2 = self.pipeline_client.create_instance_from_name(
"testing_config")
instance_info = self.pipeline_client.get_instance_info(instance_id_1)
self.assertTrue("last_start_time" in instance_info)
self.assertTrue("statistics" in instance_info)
with self.assertRaisesRegex(
ValueError,
"Cannot change the camera name on a running instance. "
"Stop the instance first."):
self.pipeline_client.set_instance_config(
instance_id_1, {"camera_name": "different_camera"})
self.pipeline_client.set_instance_config(
instance_id_2, {
"image_threshold": 99999,
"image_region_of_interest": [0, 200, 0, 200]
})
# Wait for the config update.
sleep(0.5)
pipeline_host, pipeline_port = get_host_port_from_stream_address(
instance_stream_2)
with source(host=pipeline_host, port=pipeline_port,
mode=SUB) as stream:
data = stream.receive()
self.assertIsNotNone(data,
"This should really not happen anymore.")
# shape 200, 200 -> Account for the region of interest change.
self.assertTrue(
numpy.array_equal(data.data.data["image"].value,
numpy.zeros(shape=(200, 200))),
"Array should be all zeros, because of the threshold config.")
# Adjust width and height with the region of interest.
self.assertEqual(data.data.data["width"].value, 200,
"Region of interest not takes into account.")
self.assertEqual(data.data.data["height"].value, 200,
"Region of interest not takes into account.")
self.assertNotEqual(instance_id_1, instance_id_2,
"Instances should be different.")
self.assertNotEqual(instance_stream_1, instance_stream_2,
"Stream addresses should be different.")
self.assertEqual(
len(self.pipeline_client.get_server_info()["active_instances"]), 2,
"Two instances should be running.")
instance_stream_3 = self.pipeline_client.get_instance_stream(
instance_id_2)
self.assertEqual(instance_stream_2, instance_stream_3,
"Stream addresses should be equal.")
self.assertEqual(
len(self.pipeline_client.get_server_info()["active_instances"]), 2,
"Two instances should be running, get does not increase the number of instances."
)
self.pipeline_client.create_instance_from_config(
{"camera_name": "simulation"})
self.pipeline_client.create_instance_from_config(
{"camera_name": "simulation"})
self.assertEqual(
len(self.pipeline_client.get_server_info()["active_instances"]), 4,
"Two new instances should be created.")
with self.assertRaisesRegex(
ValueError, "You must specify either the pipeline name or the "
"configuration for the pipeline."):
self.pipeline_client.create_instance_from_config({})
with self.assertRaisesRegex(
ValueError, "Camera name not specified in configuration."):
self.pipeline_client.create_instance_from_config(
{"invalid": "config"})
background_id = self.pipeline_client.collect_background("simulation")
expected_background_file = os.path.join(self.background_config_folder,
background_id + ".npy")
# Unfortunately there is not way of knowing (from client side) how many images were collected.
background_id_2 = self.pipeline_client.collect_background(
"simulation", 5)
self.assertNotEqual(background_id, background_id_2,
"Background should be different.")
with self.assertRaisesRegex(Exception, "n_images must be a number."):
self.pipeline_client.collect_background("simulation",
"invalid_number")
pipeline_config = {
"camera_name": "simulation",
"background_image": background_id
}
instance_id, stream_address = self.pipeline_client.create_instance_from_config(
pipeline_config)
instance_config = self.pipeline_client.get_instance_config(instance_id)
# We need to account for the expended config.
expected_config = {}
expected_config.update(PipelineConfig.DEFAULT_CONFIGURATION)
expected_config.update(pipeline_config)
self.assertDictEqual(expected_config, instance_config,
"Set and retrieved instances are not equal.")
instance_info = self.pipeline_client.get_instance_info(instance_id)
self.assertEqual(instance_info["instance_id"], instance_id,
"Requested and retireved instances are different.")
self.assertEqual(instance_info["stream_address"], stream_address,
"Different stream address.")
self.assertTrue(instance_info["is_stream_active"],
"Stream should be active.")
self.assertFalse(instance_info["read_only"],
"It should not be read only.")
self.assertEqual(instance_info["camera_name"], "simulation",
"Wrong camera name.")
self.assertDictEqual(instance_info["config"], expected_config,
"Config is not equal")
self.pipeline_client.stop_instance(instance_id)
with self.assertRaisesRegex(
ValueError, "Instance '%s' does not exist." % instance_id):
self.pipeline_client.get_instance_info(instance_id)
with self.assertRaisesRegex(
ValueError, "Instance 'invalid instance' does not exist."):
self.pipeline_client.get_instance_info("invalid instance")
self.assertTrue(os.path.exists(expected_background_file))
os.remove(expected_background_file)
self.pipeline_client.stop_all_instances()
self.assertTrue(
"testing_config" in self.pipeline_client.get_pipelines(),
"Pre requirement for next test.")
self.pipeline_client.delete_pipeline_config("testing_config")
self.assertFalse(
"testing_config" in self.pipeline_client.get_pipelines(),
"Pipeline should not exist anymore.")
instance_id, stream_address = self.pipeline_client.create_instance_from_config(
{
"camera_name": "simulation",
"image_threshold": 10
}, "custom_instance")
self.assertEqual(instance_id, "custom_instance",
"Custom instance not set properly.")
self.assertTrue(
self.pipeline_client.is_instance_running("custom_instance"),
"Instance with custom instance id not present.")
self.assertEqual(
self.pipeline_client.get_instance_config("custom_instance")
["image_threshold"], 10, "Config not set on custom instance id.")
with self.assertRaisesRegex(
ValueError,
"Instance with id 'custom_instance' is already present and running. "
"Use another instance_id or stop the current instance if you want "
"to reuse the same instance_id."):
self.pipeline_client.create_instance_from_config(
{"camera_name": "simulation"}, "custom_instance")
self.pipeline_client.stop_instance("custom_instance")
# The instance is now stopped, it should overwrite it.
self.pipeline_client.create_instance_from_config(
{
"camera_name": "simulation",
"image_threshold": 20
}, "custom_instance")
self.assertEqual(
self.pipeline_client.get_instance_config(
"custom_instance")["image_threshold"], 20,
"Instance with custom id not overwritten.")
self.pipeline_client.save_pipeline_config("testing_config", {
"camera_name": "simulation",
"image_threshold": 30
})
with self.assertRaisesRegex(
ValueError,
"Instance with id 'custom_instance' is already present and running. "
"Use another instance_id or stop the current instance if you want "
"to reuse the same instance_id."):
self.pipeline_client.create_instance_from_name(
"testing_config", "custom_instance")
self.assertEqual(
self.pipeline_client.get_instance_config("custom_instance")
["image_threshold"], 20, "Instance should not have changed.")
data = self.pipeline_client.get_instance_message("custom_instance")
self.assertIsNotNone(data)
self.assertTrue("image" in data.data.data)
self.pipeline_client.stop_instance("custom_instance")
self.pipeline_client.create_instance_from_name("testing_config",
"custom_instance")
self.assertEqual(
self.pipeline_client.get_instance_config("custom_instance")
["image_threshold"], 30, "Instance should have changed.")
background_1 = self.pipeline_client.collect_background("simulation")
background_2 = self.pipeline_client.collect_background("simulation")
self.assertNotEqual(background_1, background_2)
latest_background = self.pipeline_client.get_latest_background(
"simulation")
self.assertEqual(latest_background, background_2,
"Wrong background set as latest.")
with self.assertRaisesRegex(
ValueError,
"No background matches for the specified prefix 'does not exist'."
):
self.pipeline_client.get_latest_background("does not exist")
expected_cameras = [
'camera_example_1', 'camera_example_3', 'camera_example_2',
'camera_example_4', 'simulation', 'simulation2'
]
#self.assertEqual(set(self.pipeline_client.get_cameras()), set(expected_cameras),
# "Expected cameras not present.")
for camera in expected_cameras:
self.assertIn(camera, set(self.pipeline_client.get_cameras()),
"Not getting expected camera: " + camera)
configuration = {"camera_name": "simulation", "threshold": 50}
stream_address_1 = self.pipeline_client.get_instance_stream_from_config(
configuration)
stream_address_2 = self.pipeline_client.get_instance_stream_from_config(
configuration)
self.assertEqual(
stream_address_1, stream_address_2,
"Requesting the same config should give you the same instance.")
self.pipeline_client.stop_all_instances()
self.cam_client.stop_all_instances()
instance_id, stream_address = self.pipeline_client.create_instance_from_config(
{
"camera_name": "simulation",
"pipeline_type": "store",
'stream_port': 10000
})
with self.assertRaisesRegex(
ValueError, "Cannot get message from 'store' pipeline type."):
self.pipeline_client.get_instance_message(instance_id)
host, port = get_host_port_from_stream_address(stream_address)
with source(host=host, port=port, mode=PULL) as stream:
data = stream.receive()
self.assertIsNotNone(data)
self.assertEqual(
len(data.data.data), 1,
"Only the image should be present in the received data.")
self.assertTrue(
"simulation" + config.EPICS_PV_SUFFIX_IMAGE in data.data.data,
"Camera name should be used instead of 'image'.")
self.pipeline_client.stop_all_instances()
#Transparent pipeline
instance_id, instance_stream = self.pipeline_client.create_instance_from_name(
"simulation")
cfg = self.pipeline_client.get_instance_config(instance_id)
cfg["function"] = "transparent"
self.pipeline_client.set_instance_config(instance_id, cfg)
time.sleep(.5)
data = self.pipeline_client.get_instance_message(instance_id)
self.assertIsNotNone(data)
# Cam_server fields + processing_parameters
required_fields = set([
"image", "timestamp", "width", "height", "x_axis", "y_axis",
"processing_parameters"
])
self.assertSetEqual(required_fields, set(data.data.data.keys()),
"Bad transparent pipeline fields.")
self.pipeline_client.stop_all_instances()
time.sleep(1.0)
def test_background_file(self):
bg = self.pipeline_client.get_latest_background("simulation")
image = self.pipeline_client.get_background_image(bg)
self.assertGreater(len(image.content), 0)
image = self.pipeline_client.get_background_image_bytes(bg)
dtype = image["dtype"]
shape = image["shape"]
bytes = base64.b64decode(image["bytes"].encode())
x_size, y_size = get_simulated_camera().get_geometry()
self.assertEqual(shape, [y_size, x_size])
image_array = numpy.frombuffer(bytes, dtype=dtype).reshape(shape)
self.assertIsNotNone(image_array)
def test_user_scripts(self):
script_name = "Test.py"
script_content = "print('Hello world')"
self.pipeline_client.set_user_script(script_name, script_content)
scripts = self.pipeline_client.get_user_scripts()
self.assertIn(script_name, scripts)
ret = self.pipeline_client.get_user_script(script_name)
self.assertEqual(ret, script_content)
filename = "temp/Test2.py"
with open(filename, "w") as data_file:
data_file.write(script_content)
self.pipeline_client.upload_user_script(filename)
os.remove(filename)
self.pipeline_client.download_user_script(filename)
with open(filename, "r") as data_file:
ret = data_file.read()
self.assertEqual(ret, script_content)
script_content = """
from cam_server.pipeline.data_processing import functions, processor
def process_image(image, pulse_id, timestamp, x_axis, y_axis, parameters, bsdata):
ret = processor.process_image(image, pulse_id, timestamp, x_axis, y_axis, parameters, bsdata)
ret["average_value"] = float(ret["intensity"]) / len(ret["x_axis"]) / len(ret["y_axis"])
return ret
"""
filename = "temp/Test.py"
with open(filename, "w") as data_file:
data_file.write(script_content)
instance_id, stream_address = self.pipeline_client.create_instance_from_config(
{"camera_name": "simulation"})
host, port = get_host_port_from_stream_address(stream_address)
with source(host=host, port=port, mode=SUB) as stream:
data = stream.receive()
self.assertIsNotNone(data,
"This should really not happen anymore.")
self.assertIsNotNone(data.data.data["width"].value)
self.assertIsNotNone(data.data.data["height"].value)
self.pipeline_client.set_function_script(instance_id, filename)
time.sleep(1.0)
with source(host=host, port=port, mode=SUB) as stream:
data = stream.receive()
print(data.data.data.keys())
self.assertIsNotNone(data.data.data["average_value"].value)
def data_streaker_offset(streaker,
offset_range,
screen,
n_images,
dry_run,
beamline='Aramis'):
print(
'Start data_streaker_offset for streaker %s, screen %s, beamline %s, dry_run %s'
% (streaker, screen, beamline, dry_run))
meta_dict_1 = get_meta_data(screen)
pipeline_client = PipelineClient('http://sf-daqsync-01:8889/')
offset_pv = streaker + ':CENTER'
current_val = caget(offset_pv + '.RBV')
# Start from closer edge of scan
if abs(current_val - offset_range[0]) > abs(current_val -
offset_range[-1]):
offset_range = offset_range[::-1]
if dry_run:
screen = 'simulation'
writables = None
positioner = pyscan.TimePositioner(time_interval=(1.1 * n_images),
n_intervals=len(offset_range))
else:
positions = offset_range * 1e3 # convert to mm
positioner = pyscan.VectorPositioner(positions=positions.tolist())
writables = [
pyscan.epics_pv(pv_name=offset_pv,
readback_pv_name=offset_pv + '.RBV',
tolerance=0.005)
]
cam_instance_name = screen + '_sp1'
stream_address = pipeline_client.get_instance_stream(cam_instance_name)
stream_host, stream_port = get_host_port_from_stream_address(
stream_address)
# Configure bsread
pyscan.config.bs_default_host = stream_host
pyscan.config.bs_default_port = stream_port
logging.getLogger('mflow.mflow').setLevel(logging.ERROR)
settings = pyscan.scan_settings(settling_time=1,
n_measurements=n_images,
write_timeout=60)
readables = get_readables(beamline)
raw_output = pyscan.scan(positioner=positioner,
readables=readables,
settings=settings,
writables=writables)
result_dict = pyscan_result_to_dict(readables, raw_output, scrap_bs=True)
#import pdb; pdb.set_trace()
for ax in ['x_axis', 'y_axis']:
arr = result_dict[ax] * 1e-6
if len(arr.shape) == 3:
result_dict[ax + '_m'] = arr[0][0]
elif len(arr.shape) == 2:
result_dict[ax + '_m'] = arr[0]
else:
raise ValueError('Unexpected', len(arr.shape))
meta_dict_2 = get_meta_data(screen)
output = {
'pyscan_result': result_dict,
'streaker_offsets': offset_range,
'screen': screen,
'n_images': n_images,
'dry_run': dry_run,
'streaker': streaker,
'meta_data_begin': meta_dict_1,
'meta_data_end': meta_dict_2,
}
print('End data_streaker_offset')
return output
class PipelineClientTest(unittest.TestCase):
def setUp(self):
self.host = "0.0.0.0"
self.cam_port = 8888
self.pipeline_port = 8889
test_base_dir = os.path.split(os.path.abspath(__file__))[0]
self.cam_config_folder = os.path.join(test_base_dir, "camera_config/")
self.pipeline_config_folder = os.path.join(test_base_dir,
"pipeline_config/")
self.background_config_folder = os.path.join(test_base_dir,
"background_config/")
cam_server_address = "http://%s:%s" % (self.host, self.cam_port)
pipeline_server_address = "http://%s:%s" % (self.host,
self.pipeline_port)
self.cam_process = Process(target=start_camera_server,
args=(self.host, self.cam_port,
self.cam_config_folder))
self.cam_process.start()
self.pipeline_process = Process(
target=start_pipeline_server,
args=(self.host, self.pipeline_port, self.pipeline_config_folder,
self.background_config_folder, cam_server_address))
self.pipeline_process.start()
self.cam_client = CamClient(cam_server_address)
self.pipeline_client = PipelineClient(pipeline_server_address)
# Give it some time to start.
sleep(1)
def tearDown(self):
os.kill(self.cam_process.pid, signal.SIGINT)
os.kill(self.pipeline_process.pid, signal.SIGINT)
self.cam_process.join()
self.pipeline_process.join()
try:
os.remove(
os.path.join(self.pipeline_config_folder,
"testing_config.json"))
except:
pass
# Wait for the server to die.
sleep(1)
def test_client(self):
expected_pipelines = set([
"pipeline_example_1", "pipeline_example_2", "pipeline_example_3",
"pipeline_example_4"
])
self.assertSetEqual(set(self.pipeline_client.get_pipelines()),
expected_pipelines,
"Test config pipelines have changed?")
camera_config = self.pipeline_client.get_pipeline_config(
"pipeline_example_4")
self.pipeline_client.save_pipeline_config("testing_config",
camera_config)
with self.assertRaisesRegex(
ValueError, "Camera name not specified in configuration."):
self.pipeline_client.save_pipeline_config("testing_config", {})
with self.assertRaisesRegex(
ValueError, "Camera name not specified in configuration."):
self.pipeline_client.save_pipeline_config("testing_config",
{"invalid": "config"})
with self.assertRaisesRegex(
ValueError,
"pipeline_type 'invalid' not present in mapping. Available"):
self.pipeline_client.save_pipeline_config(
"testing_config", {
"camera_name": "simulation",
"pipeline_type": "invalid"
})
expected_pipelines.add("testing_config")
self.assertSetEqual(set(self.pipeline_client.get_pipelines()),
expected_pipelines,
"Testing config was not added.")
stream_address_1 = self.pipeline_client.get_instance_stream(
"testing_config")
stream_address_2 = self.pipeline_client.get_instance_stream(
"testing_config")
self.assertEqual(
len(self.pipeline_client.get_server_info()["active_instances"]), 1,
"Instance not started or too many instances started.")
with self.assertRaisesRegex(ValueError,
"Config updates cannot be empty."):
self.pipeline_client.set_instance_config("testing_config", {})
with self.assertRaisesRegex(
ValueError, "Cannot set config on a read only instance."):
self.pipeline_client.set_instance_config(
"testing_config", {"camera_name": "simulation"})
self.assertEqual(stream_address_1, stream_address_2,
"Stream addresses should be equal.")
self.pipeline_client.stop_instance("testing_config")
self.assertEqual(
len(self.pipeline_client.get_server_info()["active_instances"]), 0,
"The instance should be stopped.")
instance_id_1, instance_stream_1 = self.pipeline_client.create_instance_from_name(
"testing_config")
instance_id_2, instance_stream_2 = self.pipeline_client.create_instance_from_name(
"testing_config")
instance_info = self.pipeline_client.get_instance_info(instance_id_1)
self.assertTrue("last_start_time" in instance_info)
self.assertTrue("statistics" in instance_info)
with self.assertRaisesRegex(
ValueError,
"Cannot change the camera name on a running instance. "
"Stop the instance first."):
self.pipeline_client.set_instance_config(
instance_id_1, {"camera_name": "different_camera"})
self.pipeline_client.set_instance_config(
instance_id_2, {
"image_threshold": 99999,
"image_region_of_interest": [0, 200, 0, 200]
})
# Wait for the config update.
sleep(0.5)
pipeline_host, pipeline_port = get_host_port_from_stream_address(
instance_stream_2)
with source(host=pipeline_host, port=pipeline_port,
mode=SUB) as stream:
data = stream.receive()
self.assertIsNotNone(data,
"This should really not happen anymore.")
# shape 200, 200 -> Account for the region of interest change.
self.assertTrue(
numpy.array_equal(data.data.data["image"].value,
numpy.zeros(shape=(200, 200))),
"Array should be all zeros, because of the threshold config.")
# Adjust width and height with the region of interest.
self.assertEqual(data.data.data["width"].value, 200,
"Region of interest not takes into account.")
self.assertEqual(data.data.data["height"].value, 200,
"Region of interest not takes into account.")
self.assertNotEqual(instance_id_1, instance_id_2,
"Instances should be different.")
self.assertNotEqual(instance_stream_1, instance_stream_2,
"Stream addresses should be different.")
self.assertEqual(
len(self.pipeline_client.get_server_info()["active_instances"]), 2,
"Two instances should be running.")
instance_stream_3 = self.pipeline_client.get_instance_stream(
instance_id_2)
self.assertEqual(instance_stream_2, instance_stream_3,
"Stream addresses should be equal.")
self.assertEqual(
len(self.pipeline_client.get_server_info()["active_instances"]), 2,
"Two instances should be running, get does not increase the number of instances."
)
self.pipeline_client.create_instance_from_config(
{"camera_name": "simulation"})
self.pipeline_client.create_instance_from_config(
{"camera_name": "simulation"})
self.assertEqual(
len(self.pipeline_client.get_server_info()["active_instances"]), 4,
"Two new instances should be created.")
with self.assertRaisesRegex(
ValueError, "You must specify either the pipeline name or the "
"configuration for the pipeline."):
self.pipeline_client.create_instance_from_config({})
with self.assertRaisesRegex(
ValueError, "Camera name not specified in configuration."):
self.pipeline_client.create_instance_from_config(
{"invalid": "config"})
background_id = self.pipeline_client.collect_background("simulation")
expected_background_file = os.path.join(self.background_config_folder,
background_id + ".npy")
# Unfortunately there is not way of knowing (from client side) how many images were collected.
background_id_2 = self.pipeline_client.collect_background(
"simulation", 5)
self.assertNotEqual(background_id, background_id_2,
"Background should be different.")
with self.assertRaisesRegex(Exception, "n_images must be a number."):
self.pipeline_client.collect_background("simulation",
"invalid_number")
pipeline_config = {
"camera_name": "simulation",
"background_image": background_id
}
instance_id, stream_address = self.pipeline_client.create_instance_from_config(
pipeline_config)
instance_config = self.pipeline_client.get_instance_config(instance_id)
# We need to account for the expended config.
expected_config = {}
expected_config.update(PipelineConfig.DEFAULT_CONFIGURATION)
expected_config.update(pipeline_config)
self.assertDictEqual(expected_config, instance_config,
"Set and retrieved instances are not equal.")
instance_info = self.pipeline_client.get_instance_info(instance_id)
self.assertEqual(instance_info["instance_id"], instance_id,
"Requested and retireved instances are different.")
self.assertEqual(instance_info["stream_address"], stream_address,
"Different stream address.")
self.assertTrue(instance_info["is_stream_active"],
"Stream should be active.")
self.assertFalse(instance_info["read_only"],
"It should not be read only.")
self.assertEqual(instance_info["camera_name"], "simulation",
"Wrong camera name.")
self.assertDictEqual(instance_info["config"], expected_config,
"Config is not equal")
self.pipeline_client.stop_instance(instance_id)
with self.assertRaisesRegex(
ValueError, "Instance '%s' does not exist." % instance_id):
self.pipeline_client.get_instance_info(instance_id)
with self.assertRaisesRegex(
ValueError, "Instance 'invalid instance' does not exist."):
self.pipeline_client.get_instance_info("invalid instance")
self.assertTrue(os.path.exists(expected_background_file))
os.remove(expected_background_file)
self.pipeline_client.stop_all_instances()
self.assertTrue(
"testing_config" in self.pipeline_client.get_pipelines(),
"Pre requirement for next test.")
self.pipeline_client.delete_pipeline_config("testing_config")
self.assertFalse(
"testing_config" in self.pipeline_client.get_pipelines(),
"Pipeline should not exist anymore.")
instance_id, stream_address = self.pipeline_client.create_instance_from_config(
{
"camera_name": "simulation",
"image_threshold": 10
}, "custom_instance")
self.assertEqual(instance_id, "custom_instance",
"Custom instance not set properly.")
self.assertTrue(
"custom_instance"
in self.pipeline_client.get_server_info()["active_instances"],
"Instance with custom instance id not present.")
self.assertEqual(
self.pipeline_client.get_instance_config("custom_instance")
["image_threshold"], 10, "Config not set on custom instance id.")
with self.assertRaisesRegex(
ValueError,
"Instance with id 'custom_instance' is already present and running. "
"Use another instance_id or stop the current instance if you want "
"to reuse the same instance_id."):
self.pipeline_client.create_instance_from_config(
{"camera_name": "simulation"}, "custom_instance")
self.pipeline_client.stop_instance("custom_instance")
# The instance is now stopped, it should overwrite it.
self.pipeline_client.create_instance_from_config(
{
"camera_name": "simulation",
"image_threshold": 20
}, "custom_instance")
self.assertEqual(
self.pipeline_client.get_instance_config(
"custom_instance")["image_threshold"], 20,
"Instance with custom id not overwritten.")
self.pipeline_client.save_pipeline_config("testing_config", {
"camera_name": "simulation",
"image_threshold": 30
})
with self.assertRaisesRegex(
ValueError,
"Instance with id 'custom_instance' is already present and running. "
"Use another instance_id or stop the current instance if you want "
"to reuse the same instance_id."):
self.pipeline_client.create_instance_from_name(
"testing_config", "custom_instance")
self.assertEqual(
self.pipeline_client.get_instance_config("custom_instance")
["image_threshold"], 20, "Instance should not have changed.")
data = self.pipeline_client.get_instance_message("custom_instance")
self.assertIsNotNone(data)
self.assertTrue("image" in data.data.data)
self.pipeline_client.stop_instance("custom_instance")
self.pipeline_client.create_instance_from_name("testing_config",
"custom_instance")
self.assertEqual(
self.pipeline_client.get_instance_config("custom_instance")
["image_threshold"], 30, "Instance should have changed.")
background_1 = self.pipeline_client.collect_background("simulation")
background_2 = self.pipeline_client.collect_background("simulation")
self.assertNotEqual(background_1, background_2)
latest_background = self.pipeline_client.get_latest_background(
"simulation")
self.assertEqual(latest_background, background_2,
"Wrong background set as latest.")
with self.assertRaisesRegex(
ValueError,
"No background matches for the specified prefix 'does not exist'."
):
self.pipeline_client.get_latest_background("does not exist")
expected_cameras = [
'camera_example_1', 'camera_example_3', 'camera_example_2',
'camera_example_4', 'simulation'
]
self.assertEqual(set(self.pipeline_client.get_cameras()),
set(expected_cameras),
"Expected cameras not present.")
configuration = {"camera_name": "simulation", "threshold": 50}
stream_address_1 = self.pipeline_client.get_instance_stream_from_config(
configuration)
stream_address_2 = self.pipeline_client.get_instance_stream_from_config(
configuration)
self.assertEqual(
stream_address_1, stream_address_2,
"Requesting the same config should give you the same instance.")
self.pipeline_client.stop_all_instances()
self.cam_client.stop_all_cameras()
instance_id, stream_address = self.pipeline_client.create_instance_from_config(
{
"camera_name": "simulation",
"pipeline_type": "store"
})
with self.assertRaisesRegex(
ValueError, "Cannot get message from 'store' pipeline type."):
self.pipeline_client.get_instance_message(instance_id)
host, port = get_host_port_from_stream_address(stream_address)
with source(host=host, port=port, mode=PULL) as stream:
data = stream.receive()
self.assertIsNotNone(data)
self.assertEqual(
len(data.data.data), 1,
"Only the image should be present in the received data.")
self.assertTrue("simulation" in data.data.data,
"Camera name should be used instead of 'image'.")
self.pipeline_client.stop_all_instances()
