2026-02-06 11:38:31.2903 | System | Loading configuration...
2026-02-06 11:38:31.5130 | System | Configuration loaded successfully.
2026-02-06 11:38:31.5133 | System | Retrieving configuration model...
2026-02-06 11:38:31.5873 | System | Configuration model retrieved successfully.
2026-02-06 11:38:31.6011 | System | Setting up DefaultAzureCredential...
2026-02-06 11:38:31.9708 | System | DefaultAzureCredential setup completed.
2026-02-06 11:38:31.9713 | System | Configuring SecretClient...
2026-02-06 11:38:31.9790 | System | Secret Client configured successfully.
2026-02-06 11:38:31.9849 | System | Initializing Persistent Agents Client...
2026-02-06 11:38:31.9979 | System | Persistent Agents Client initialized successfully.
2026-02-06 11:38:31.9984 | System | Choose an option:
2026-02-06 11:38:31.9993 | System | 1 - Evaluate Agents
2026-02-06 11:38:31.9996 | System | 2 - Evaluate Multi Agents
2026-02-06 11:38:32.0001 | System | 3 - Exit
2026-02-06 11:38:32.0005 | System | Enter choice (1/2/3): 2026-02-06 11:39:11.5568 | System | Evaluating Digital Twin Agent
2026-02-06 11:39:11.6000 | Test | Evaluating DigitalTwinAgent using Tests\Agent\dta-test-e-3.json.
2026-02-06 11:39:11.7962 | Test | Loaded 11 prompts from JSON file.
2026-02-06 11:39:11.7970 | Test | Retrieving secret from Key Vault...
2026-02-06 11:39:14.8199 | Test | Creating ClientSecretCredential...
2026-02-06 11:39:14.8216 | Test | Validating scope...
2026-02-06 11:39:14.8220 | Test | Requesting access token...
2026-02-06 11:39:15.4130 | Test | Defining MCP Tool...
2026-02-06 11:39:15.4145 | Test | Creating Persistent Agent...
2026-02-06 11:39:25.7838 | Test | Persistent Agent Id: asst_OAod7K5QJ1DayyGo9Hw9UJp3 Name: DigitalTwinAgent Model: gpt-4o
2026-02-06 11:39:25.7844 | Test | Configuring MCP Tool Resource...
2026-02-06 11:39:25.7862 | Test | Creating Persistent Agent Thread...
2026-02-06 11:39:26.0314 | Test | Persistent Agent Thread Id: thread_DiwmL826uzKA4W99deUFpkVu
2026-02-06 11:39:26.0348 | Test | DigitalTwinAgent chat started. Type 'exit' to quit.
2026-02-06 11:39:26:0358 | Test | get a list of all the mcp tools this agent can use.
2026-02-06 11:39:26.0360 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:39:26.2933 | Agent | Creating thread run...
2026-02-06 11:39:26.7610 | Agent | Thread run created with Id: run_Oy9JlSBCvtaJzcbSVB2tUTGJ. Monitoring run status...
2026-02-06 11:39:32.1201 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:39:31 +00:00
2026-02-06 11:39:32.7652 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:39:31 +00:00
2026-02-06 11:39:33.3926 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:39:31 +00:00
2026-02-06 11:39:34.0060 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:39:31 +00:00
2026-02-06 11:39:34.2095 | Agent | No annotations
2026-02-06 11:39:34.9010 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:39:31 +00:00
2026-02-06 11:39:35.0931 | Agent | No annotations
2026-02-06 11:39:35.0948 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:39:35.3259 | Agent | Here is a list of all the MCP tools that this agent can use:

1. **DigitalTwin_GetHost**: Retrieves the host URI of the digital twins instance.

2. **DigitalTwin_Relationship_CreateAll**: Automatically creates and registers all required digital twin relationships between twins within an Azure Digital Twins instance.

3. **DigitalTwin_Relationship_DeleteAll**: Deletes all the digital twin relationships within an Azure Digital Twins instance.

4. **DigitalTwin_Twin_Command_MoveJ_Get**: Retrieves a command of a digital twin model using a specified digital twin ID and its command name for the UR cobot's MoveJ control.

5. **DigitalTwin_Twin_Command_MoveJ_Set**: Executes a MoveJ (joint-space) motion on a specified Digital Twin, commanding the robot arm to move to target joint positions.

6. **DigitalTwin_Twin_Command_OpenPopup_Get**: Retrieves a command of a digital twin model using a specified digital twin ID and its command name for the UR cobot's open popup control.

7. **DigitalTwin_Twin_Command_OpenPopup_Set**: Invokes an open popup control on a specified Digital Twin to open a popup linked to the provided control name.

8. **DigitalTwin_Twin_Command_Shared_Get**: Retrieves a command of a digital twin model using a specified digital twin ID and its command name for shared controls.

9. **DigitalTwin_Twin_Command_Shared_Set**: Invokes a shared control on the specified Digital Twin ID by executing the control associated with the provided control name.

10. **DigitalTwin_Twin_CreateAll**: Automatically creates and registers all required digital twins within an Azure Digital Twins instance.

11. **DigitalTwin_Twin_DeleteAll**: Automatically deletes all the digital twins within an Azure Digital Twins instance.

12. **DigitalTwin_Twin_Get**: Retrieves a digital twin model using a specified digital twin ID.

13. **DigitalTwin_Twin_GetAll**: Retrieves all Digital Twin IDs from a specified Digital Twin instance.

14. **Secure_Check**: Checks authorization to access the Azure Cosmos DB's, IoT Hub's, Digital Twin's, and Azure AD's Endpoints.
2026-02-06 11:39:35:3276 | Test | does this agent have access to any other mcp tools?
2026-02-06 11:39:35.3278 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:39:35.6077 | Agent | Creating thread run...
2026-02-06 11:39:36.0076 | Agent | Thread run created with Id: run_by76fSqw7sUkArW6jSp4Msan. Monitoring run status...
2026-02-06 11:39:40.8099 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:39:40 +00:00
2026-02-06 11:39:41.4347 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:39:40 +00:00
2026-02-06 11:39:41.6460 | Agent | No annotations
2026-02-06 11:39:42.0935 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:39:40 +00:00
2026-02-06 11:39:42.2742 | Agent | No annotations
2026-02-06 11:39:42.2753 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:39:42.4651 | Agent | No, this agent is specifically equipped with the tools listed under the `mcp_p2_r6_fa2` namespace. It does not have access to any other MCP tools beyond those specified.
2026-02-06 11:39:42:4655 | Test | get a list of all available digital twins for temperature sensor 1.
2026-02-06 11:39:42.4667 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:39:42.6669 | Agent | Creating thread run...
2026-02-06 11:39:43.0881 | Agent | Thread run created with Id: run_0orj787VDup01crG2FfiJy4Q. Monitoring run status...
2026-02-06 11:39:48.3723 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 11:39:47 +00:00
2026-02-06 11:39:48.3727 | Agent | Run Step Tool Call - Key:call_EzxQWQWL8QR5EviE2WidDf5e
2026-02-06 11:39:48.3734 | Agent | Tool approval required. Approving tools...
2026-02-06 11:39:48.3740 | Agent | Approving tool call with ID: call_EzxQWQWL8QR5EviE2WidDf5e, Name: DigitalTwin_Twin_GetAll
2026-02-06 11:39:48.3752 | Agent | Submitting tool approvals...
2026-02-06 11:39:49.1681 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:39:47 +00:00
2026-02-06 11:39:49.1689 | Agent | Run Step Tool Call - Key:call_EzxQWQWL8QR5EviE2WidDf5e
2026-02-06 11:39:49.5952 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:39:47 +00:00
2026-02-06 11:39:49.5956 | Agent | Run Step Tool Call - Key:call_EzxQWQWL8QR5EviE2WidDf5e
2026-02-06 11:39:50.0096 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:39:47 +00:00
2026-02-06 11:39:50.0098 | Agent | Run Step Tool Call - Key:call_EzxQWQWL8QR5EviE2WidDf5e
2026-02-06 11:39:50.4274 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:39:47 +00:00
2026-02-06 11:39:50.4281 | Agent | Run Step Tool Call - Key:call_EzxQWQWL8QR5EviE2WidDf5e
2026-02-06 11:39:50.8909 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:39:47 +00:00
2026-02-06 11:39:50.8954 | Agent | Run Step Tool Call - Key:call_EzxQWQWL8QR5EviE2WidDf5e
2026-02-06 11:39:51.3821 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:39:47 +00:00
2026-02-06 11:39:51.3832 | Agent | Run Step Tool Call - Key:call_EzxQWQWL8QR5EviE2WidDf5e
2026-02-06 11:39:51.8620 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:39:47 +00:00
2026-02-06 11:39:51.8623 | Agent | Run Step Tool Call - Key:call_EzxQWQWL8QR5EviE2WidDf5e
2026-02-06 11:39:52.2915 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:39:47 +00:00
2026-02-06 11:39:52.3044 | Agent | Run Step Tool Call - Key:call_EzxQWQWL8QR5EviE2WidDf5e
2026-02-06 11:39:52.3074 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:39:52.4849 | Agent | The available digital twin for Temperature Sensor 1 is:

- `temperature_sensor_1`
2026-02-06 11:39:52:4898 | Test | get the model id for the temperature sensor 1 twin.
2026-02-06 11:39:52.4901 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:39:52.6922 | Agent | Creating thread run...
2026-02-06 11:39:53.0602 | Agent | Thread run created with Id: run_L2bRhihjfLBkKaezcjlguGVa. Monitoring run status...
2026-02-06 11:39:57.7019 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 11:39:57 +00:00
2026-02-06 11:39:58.1262 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 11:39:57 +00:00
2026-02-06 11:39:58.1265 | Agent | Run Step Tool Call - Key:call_jEOtvEuymompex1j6abfgrEQ
2026-02-06 11:39:58.1271 | Agent | Tool approval required. Approving tools...
2026-02-06 11:39:58.1274 | Agent | Approving tool call with ID: call_jEOtvEuymompex1j6abfgrEQ, Name: DigitalTwin_Twin_Get
2026-02-06 11:39:58.1282 | Agent | Submitting tool approvals...
2026-02-06 11:39:58.9236 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:39:57 +00:00
2026-02-06 11:39:58.9269 | Agent | Run Step Tool Call - Key:call_jEOtvEuymompex1j6abfgrEQ
2026-02-06 11:39:59.3341 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:39:57 +00:00
2026-02-06 11:39:59.3367 | Agent | Run Step Tool Call - Key:call_jEOtvEuymompex1j6abfgrEQ
2026-02-06 11:39:59.7461 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:39:57 +00:00
2026-02-06 11:39:59.7462 | Agent | Run Step Tool Call - Key:call_jEOtvEuymompex1j6abfgrEQ
2026-02-06 11:40:00.1297 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:39:57 +00:00
2026-02-06 11:40:00.1325 | Agent | Run Step Tool Call - Key:call_jEOtvEuymompex1j6abfgrEQ
2026-02-06 11:40:00.5325 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:39:57 +00:00
2026-02-06 11:40:00.5364 | Agent | Run Step Tool Call - Key:call_jEOtvEuymompex1j6abfgrEQ
2026-02-06 11:40:00.9894 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:39:57 +00:00
2026-02-06 11:40:00.9913 | Agent | Run Step Tool Call - Key:call_jEOtvEuymompex1j6abfgrEQ
2026-02-06 11:40:00.9921 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:40:01.1848 | Agent | The model ID for the Temperature Sensor 1 twin is `temperature_sensor_1`. The current temperature reading is approximately 23.2°C.
2026-02-06 11:40:01:1927 | Test | get a complete list of all controls linked to the temperature sensor 1 twin. don’t leave anything out.
2026-02-06 11:40:01.1949 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:40:01.4296 | Agent | Creating thread run...
2026-02-06 11:40:01.8403 | Agent | Thread run created with Id: run_5GdAsaX4g1j30hApk7lKkY1V. Monitoring run status...
2026-02-06 11:40:03.5296 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:40:02 +00:00
2026-02-06 11:40:03.7104 | Agent | No annotations
2026-02-06 11:40:04.1264 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:40:02 +00:00
2026-02-06 11:40:04.3105 | Agent | No annotations
2026-02-06 11:40:04.3122 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:40:04.4945 | Agent | The Temperature Sensor 1 twin does not have any specific controls linked to it. It primarily functions as a data reporting device, providing temperature readings without additional control functionalities.
2026-02-06 11:40:04:4949 | Test | get a complete list of all properties linked to the temperature sensor 1 twin. don’t include properties inside controls, and don’t leave anything out.
2026-02-06 11:40:04.4966 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:40:04.6996 | Agent | Creating thread run...
2026-02-06 11:40:05.1065 | Agent | Thread run created with Id: run_vY6Ux3pbbU8xlyHYjww5NsA1. Monitoring run status...
2026-02-06 11:40:10.5839 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:40:10 +00:00
2026-02-06 11:40:11.1652 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:40:10 +00:00
2026-02-06 11:40:11.3952 | Agent | No annotations
2026-02-06 11:40:11.3954 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:40:11.5818 | Agent | The properties linked to the Temperature Sensor 1 twin are as follows:

- **Temperature**: Represents the current temperature reading from the sensor. The current value is approximately 23.2°C.
2026-02-06 11:40:11:5821 | Test | get only the telemetry trace id property from the temperature sensor 1 twin.
2026-02-06 11:40:11.5825 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:40:11.7872 | Agent | Creating thread run...
2026-02-06 11:40:12.3149 | Agent | Thread run created with Id: run_gPSxcMd6YM9zvZI3lkJHgyVJ. Monitoring run status...
2026-02-06 11:40:13.5577 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:40:13 +00:00
2026-02-06 11:40:13.7507 | Agent | No annotations
2026-02-06 11:40:14.1676 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:40:13 +00:00
2026-02-06 11:40:14.3676 | Agent | No annotations
2026-02-06 11:40:14.3765 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:40:14.5844 | Agent | The Temperature Sensor 1 twin does not have a telemetry trace ID property. It primarily provides temperature readings without additional telemetry trace information.
2026-02-06 11:40:14:5853 | Test | get only the degree celsius property from the temperature sensor 1 twin.
2026-02-06 11:40:14.5909 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:40:14.8083 | Agent | Creating thread run...
2026-02-06 11:40:15.2300 | Agent | Thread run created with Id: run_Vs18VDt1VLGBi3iZXwamMYuy. Monitoring run status...
2026-02-06 11:40:16.4617 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:40:16 +00:00
2026-02-06 11:40:16.6362 | Agent | No annotations
2026-02-06 11:40:17.0630 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:40:16 +00:00
2026-02-06 11:40:17.2675 | Agent | No annotations
2026-02-06 11:40:17.2694 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:40:17.4730 | Agent | The "degree Celsius" property for the Temperature Sensor 1 twin is represented by the **Temperature** property. The current temperature reading is approximately 23.2°C.
2026-02-06 11:40:17:4732 | Test | get only the degree celsius property from the temperature sensor 1 twin. if the degree celsius value is below 20, then get only the telemetry trace id property.
2026-02-06 11:40:17.4740 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:40:17.7127 | Agent | Creating thread run...
2026-02-06 11:40:18.1225 | Agent | Thread run created with Id: run_6fpK33NFNxL0l6V38WPzkXmb. Monitoring run status...
2026-02-06 11:40:20.5123 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:40:19 +00:00
2026-02-06 11:40:20.7113 | Agent | No annotations
2026-02-06 11:40:21.1482 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:40:19 +00:00
2026-02-06 11:40:21.3331 | Agent | No annotations
2026-02-06 11:40:21.3405 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:40:21.5622 | Agent | The current "degree Celsius" property for the Temperature Sensor 1 twin is approximately 23.2°C. Since this value is above 20, there is no need to retrieve the telemetry trace ID property.
2026-02-06 11:40:21:5624 | Test | get only the telemetry trace id property from the temperature sensor 1 twin. if it has a value, then get only the degree celsius property.
2026-02-06 11:40:21.5676 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:40:21.7701 | Agent | Creating thread run...
2026-02-06 11:40:22.2022 | Agent | Thread run created with Id: run_1K2i7oDukKTatHCYtXZdDx7f. Monitoring run status...
2026-02-06 11:40:24.9682 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:40:24 +00:00
2026-02-06 11:40:25.6158 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:40:24 +00:00
2026-02-06 11:40:25.8025 | Agent | No annotations
2026-02-06 11:40:26.2315 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:40:24 +00:00
2026-02-06 11:40:26.4145 | Agent | No annotations
2026-02-06 11:40:26.4157 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:40:26.6011 | Agent | The Temperature Sensor 1 twin does not have a telemetry trace ID property. Therefore, there is no telemetry trace ID value to check, and as such, the "degree Celsius" property remains the primary available property, with the current temperature reading being approximately 23.2°C.
2026-02-06 11:40:26:6047 | Test | exit
2026-02-06 11:40:26.6051 | Agent | Exiting DigitalTwinAgent chat...
2026-02-06 11:40:26.8833 | Agent | Persistent agent deleted. Goodbye!
2026-02-06 11:40:27.1006 | Test | Finished DigitalTwinAgent Agent Evaluation.
2026-02-06 11:40:27.1011 | System | Preparing to save evaluation results...
2026-02-06 11:40:27.1014 | System | Creating result folder: Result
2026-02-06 11:40:27.1016 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-06 11:40:27.1016 | System | Serializing evaluation results to JSON...
2026-02-06 11:40:27.1332 | System | Writing results to file: Result\Result_20260206_114027_1014.json
2026-02-06 11:40:27.1360 | System | Result saved to Result\Result_20260206_114027_1014.json
2026-02-06 11:40:38.5297 | System | Result saved to Export_20260206_114027_4841.json
2026-02-06 11:40:38.6595 | System | Choose an option:
2026-02-06 11:40:38.6598 | System | 1 - Evaluate Agents
2026-02-06 11:40:38.6599 | System | 2 - Evaluate Multi Agents
2026-02-06 11:40:38.6600 | System | 3 - Exit
2026-02-06 11:40:38.6602 | System | Enter choice (1/2/3): 2026-02-06 11:40:43.4114 | System | Exiting...
