How to use scene and job#
This tutorial demonstrates how to create a scene, and fill it from a speos file. Then this demonstrates how to create a job from the scene, and run it.
Prerequisites#
Perform imports#
[1]:
from pathlib import Path
import time
from ansys.speos.core import launcher
from ansys.speos.core.kernel.job import ProtoJob
from ansys.speos.core.speos import Speos
# ### Define constants
# Constants help ensure consistency and avoid repetition throughout the example.
HOSTNAME = "localhost"
GRPC_PORT = 50098 # Be sure the Speos GRPC Server has been started on this port.
USE_DOCKER = True # Set to False if you're running this example locally as a Notebook.
# ### Load assets
# The assets used to run this example are available in the
# [PySpeos repository](https://github.com/ansys/pyspeos/) on GitHub.
#
# > **Note:** Make sure you
# > have downloaded simulation assets and set ``assets_data_path``
# > to point to the assets folder.
if USE_DOCKER: # Running on the remote server.
assets_data_path = Path("/app") / "assets"
else:
assets_data_path = Path("/path/to/your/download/assets/directory")
# ### Start/Connect to Speos RPC Server
# This Python client connects to a server where the Speos engine
# is running as a service. In this example, the server and
# client are the same machine. The launch_local_speos_rpc_method can
# be used to start a local instance of the service.
if USE_DOCKER:
speos = Speos(host=HOSTNAME, port=GRPC_PORT)
else:
speos = launcher.launch_local_speos_rpc_server(port=GRPC_PORT)
# ## Scene
# Create an empty scene
[2]:
my_scene = speos.client.scenes().create()
Load a file to fill the scene
[3]:
speos_file = str(
assets_data_path / "LG_50M_Colorimetric_short.sv5" / "LG_50M_Colorimetric_short.sv5"
)
my_scene.load_file(file_uri=speos_file)
Print scene data model
Here it is possible to see that the scene contains two surface sources, one irradiance sensor.
[4]:
print(my_scene)
ansys.api.speos.scene.v2.Scene
{
"name": "LG_50M_Colorimetric_short",
"description": "From /app/assets/LG_50M_Colorimetric_short.sv5/LG_50M_Colorimetric_short.sv5",
"part_guid": "f9e9b1d5-ec07-4d50-ae8e-5744db161625",
"sources": [
{
"name": "Dom Source 2 (0) in SOURCE2",
"source_guid": "1f6b5eed-9526-4cde-8221-188594c56dba",
"surface_properties": {
"exitance_constant_properties": {
"geo_paths": [
{
"geo_path": "Solid Body in SOURCE2:2920204960/Face in SOURCE2:222",
"reverse_normal": false
}
]
}
},
"description": "",
"metadata": {}
},
{
"name": "Surface Source (0) in SOURCE1",
"source_guid": "aaf49afc-b9be-4a06-985a-3551d383d2f3",
"surface_properties": {
"exitance_constant_properties": {
"geo_paths": [
{
"geo_path": "Solid Body in SOURCE1:2494956811/Face in SOURCE1:187",
"reverse_normal": false
}
]
}
},
"description": "",
"metadata": {}
}
],
"sensors": [
{
"name": "Dom Irradiance Sensor (0)",
"sensor_guid": "e003228a-4afd-41f9-9176-bdfe81d628bd",
"result_file_name": "ASSEMBLY1.DS (0).Dom Irradiance Sensor (0)",
"irradiance_properties": {
"axis_system": [
-42.0,
2.0,
5.0,
0.0,
1.0,
0.0,
0.0,
0.0,
-1.0,
-1.0,
0.0,
0.0
],
"layer_type_source": {},
"integration_direction": [
1.0,
-0.0,
-0.0
],
"ray_file_type": "RayFileNone"
},
"description": "",
"metadata": {}
}
],
"simulations": [
{
"name": "ASSEMBLY1.DS (0)",
"simulation_guid": "ee7836ba-df99-49f2-bab7-64f032352c19",
"sensor_paths": [
"Dom Irradiance Sensor (0)"
],
"source_paths": [
"Dom Source 2 (0) in SOURCE2",
"Surface Source (0) in SOURCE1"
],
"description": "",
"metadata": {}
}
],
"materials": [
{
"name": "Material.1",
"sop_guids": [
"899a80d5-5a5e-4ac4-a8aa-6eb7079a329e"
],
"geometries": {
"geo_paths": [
"Solid Body in GUIDE:1379760262/Face in GUIDE:169"
]
},
"description": "",
"metadata": {}
},
{
"name": "Material.2",
"vop_guid": "86f58924-d5e9-4c0e-a5bf-856d76a1c4d5",
"sop_guids": [
"eae20712-6ce4-4007-bf80-25a711e2fbcf"
],
"geometries": {
"geo_paths": [
"Solid Body in GUIDE:1379760262"
]
},
"description": "",
"metadata": {}
},
{
"name": "Material.3",
"vop_guid": "11a82980-7315-465d-8395-f19ee13322f2",
"sop_guids": [
"899a80d5-5a5e-4ac4-a8aa-6eb7079a329e"
],
"geometries": {
"geo_paths": [
"Solid Body in SOURCE2:2920204960",
"Solid Body in SOURCE1:2494956811"
]
},
"description": "",
"metadata": {}
},
{
"name": "Material.4",
"vop_guid": "6ee970c4-7e55-4758-8e7c-157e2a5363eb",
"description": "",
"metadata": {},
"sop_guids": []
}
],
"metadata": {},
"scenes": []
}
Job#
Create a job for the first simulation. When loaded from a speos file, there is always only one simulation in the scene.
[5]:
# First create the protobuf message
job_message = ProtoJob(name="my_job")
job_message.scene_guid = my_scene.key # The job needs a scene guid
job_message.simulation_path = (
my_scene.get().simulations[0].name
) # And needs to know which simulation in the scene is involved.
job_message.job_type = ProtoJob.Type.CPU # Choose type of job, can also be GPU.
job_message.direct_mc_simulation_properties.automatic_save_frequency = 1800
job_message.direct_mc_simulation_properties.stop_condition_rays_number = (
200000 # Stop condition, here 200000 rays will be sent.
)
# Create the JobLink
job_link = speos.client.jobs().create(message=job_message)
Start the job
[6]:
job_link.start()
Verify state of the job
[7]:
job_link.get_state()
[7]:
state: RUNNING
Wait that the job is finished
[8]:
job_state_res = job_link.get_state()
while (
job_state_res.state != ProtoJob.State.FINISHED
and job_state_res.state != ProtoJob.State.STOPPED
and job_state_res.state != ProtoJob.State.IN_ERROR
):
time.sleep(2)
job_state_res = job_link.get_state()
Retrieve results of the job
Two results are generated : the result of irradiance sensor: “ASSEMBLY1.DS (0).Dom Irradiance Sensor (0).xmp” and the simulation report in html
[9]:
results = job_link.get_results().results
print(results)
[upload_response {
info {
uri: "59591f3f-1f87-424e-a932-c811c67b0391"
file_name: "ASSEMBLY1.DS (0).Dom Irradiance Sensor (0).xmp"
file_size: 1440460
}
upload_duration {
nanos: 2453182
}
}
, upload_response {
info {
uri: "7dd49f85-05fd-481c-b93c-3778e17a605e"
file_name: "ASSEMBLY1.DS (0).html"
file_size: 509917
}
upload_duration {
nanos: 967647
}
}
]
Once no more needed: delete the job
[10]:
job_link.delete()
When loading a speos file into a scene, this creates many objects (source templates, sensor templates, vop template, sop templates). Then at the end of the example, we just clean all databases
[11]:
for item in (
speos.client.scenes().list()
+ speos.client.simulation_templates().list()
+ speos.client.sensor_templates().list()
+ speos.client.source_templates().list()
+ speos.client.intensity_templates().list()
+ speos.client.spectrums().list()
+ speos.client.vop_templates().list()
+ speos.client.sop_templates().list()
+ speos.client.parts().list()
+ speos.client.bodies().list()
+ speos.client.faces().list()
):
item.delete()
[12]:
speos.close()
[12]:
True