2026-02-06 12:42:35.1786 | System | Loading configuration...
2026-02-06 12:42:35.4862 | System | Configuration loaded successfully.
2026-02-06 12:42:35.4865 | System | Retrieving configuration model...
2026-02-06 12:42:35.5476 | System | Configuration model retrieved successfully.
2026-02-06 12:42:35.5487 | System | Setting up DefaultAzureCredential...
2026-02-06 12:42:35.7238 | System | DefaultAzureCredential setup completed.
2026-02-06 12:42:35.7243 | System | Configuring SecretClient...
2026-02-06 12:42:35.7313 | System | Secret Client configured successfully.
2026-02-06 12:42:35.7324 | System | Initializing Persistent Agents Client...
2026-02-06 12:42:35.7404 | System | Persistent Agents Client initialized successfully.
2026-02-06 12:42:35.7411 | System | Choose an option:
2026-02-06 12:42:35.7416 | System | 1 - Evaluate Agents
2026-02-06 12:42:35.7418 | System | 2 - Evaluate Multi Agents
2026-02-06 12:42:35.7420 | System | 3 - Exit
2026-02-06 12:42:35.7423 | System | Enter choice (1/2/3): 2026-02-06 12:43:25.0610 | System | Evaluating Digital Twin Agent
2026-02-06 12:43:25.1064 | Test | Evaluating DigitalTwinAgent using Tests\Agent\dta-test-j-2.json.
2026-02-06 12:43:25.2839 | Test | Loaded 4 prompts from JSON file.
2026-02-06 12:43:25.2842 | Test | Retrieving secret from Key Vault...
2026-02-06 12:43:29.0316 | Test | Creating ClientSecretCredential...
2026-02-06 12:43:29.0343 | Test | Validating scope...
2026-02-06 12:43:29.0346 | Test | Requesting access token...
2026-02-06 12:43:29.6960 | Test | Defining MCP Tool...
2026-02-06 12:43:29.6972 | Test | Creating Persistent Agent...
2026-02-06 12:43:42.9405 | Test | Persistent Agent Id: asst_GJ0oqrDJnOn6QlC2BNi10uvS Name: DigitalTwinAgent Model: gpt-4o
2026-02-06 12:43:42.9421 | Test | Configuring MCP Tool Resource...
2026-02-06 12:43:42.9451 | Test | Creating Persistent Agent Thread...
2026-02-06 12:43:43.1808 | Test | Persistent Agent Thread Id: thread_qYutwhrplPqVjYHoNRn181YW
2026-02-06 12:43:43.1811 | Test | DigitalTwinAgent chat started. Type 'exit' to quit.
2026-02-06 12:43:43:1815 | Test | get only detectObject property from the infrared_sensor_4 twin, if detectObject is true then, get only telemetryTraceId property from the infrared_sensor_4 twin
2026-02-06 12:43:43.1826 | Agent | Sending user message to Persistent Agent...
2026-02-06 12:43:43.4815 | Agent | Creating thread run...
2026-02-06 12:43:43.9560 | Agent | Thread run created with Id: run_9FWL5GeshcinslbcznvI0tO0. Monitoring run status...
2026-02-06 12:43:49.3638 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 12:43:48 +00:00
2026-02-06 12:43:49.8324 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 12:43:48 +00:00
2026-02-06 12:43:49.8327 | Agent | Run Step Tool Call - Key:call_4cWAYKl5o8C8d6qTkn1xC48i
2026-02-06 12:43:49.8329 | Agent | Tool approval required. Approving tools...
2026-02-06 12:43:49.8332 | Agent | Approving tool call with ID: call_4cWAYKl5o8C8d6qTkn1xC48i, Name: DigitalTwin_Twin_Get
2026-02-06 12:43:49.8342 | Agent | Submitting tool approvals...
2026-02-06 12:43:50.6566 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:48 +00:00
2026-02-06 12:43:50.6581 | Agent | Run Step Tool Call - Key:call_4cWAYKl5o8C8d6qTkn1xC48i
2026-02-06 12:43:51.0846 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:48 +00:00
2026-02-06 12:43:51.0869 | Agent | Run Step Tool Call - Key:call_4cWAYKl5o8C8d6qTkn1xC48i
2026-02-06 12:43:51.5122 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:48 +00:00
2026-02-06 12:43:51.5125 | Agent | Run Step Tool Call - Key:call_4cWAYKl5o8C8d6qTkn1xC48i
2026-02-06 12:43:51.8936 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:48 +00:00
2026-02-06 12:43:51.8946 | Agent | Run Step Tool Call - Key:call_4cWAYKl5o8C8d6qTkn1xC48i
2026-02-06 12:43:52.3041 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:48 +00:00
2026-02-06 12:43:52.3043 | Agent | Run Step Tool Call - Key:call_4cWAYKl5o8C8d6qTkn1xC48i
2026-02-06 12:43:52.7521 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:48 +00:00
2026-02-06 12:43:52.7524 | Agent | Run Step Tool Call - Key:call_4cWAYKl5o8C8d6qTkn1xC48i
2026-02-06 12:43:53.2036 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:48 +00:00
2026-02-06 12:43:53.2181 | Agent | Run Step Tool Call - Key:call_4cWAYKl5o8C8d6qTkn1xC48i
2026-02-06 12:43:53.6710 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:48 +00:00
2026-02-06 12:43:53.6718 | Agent | Run Step Tool Call - Key:call_4cWAYKl5o8C8d6qTkn1xC48i
2026-02-06 12:43:54.0784 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:48 +00:00
2026-02-06 12:43:54.0798 | Agent | Run Step Tool Call - Key:call_4cWAYKl5o8C8d6qTkn1xC48i
2026-02-06 12:43:54.5306 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:48 +00:00
2026-02-06 12:43:54.5307 | Agent | Run Step Tool Call - Key:call_4cWAYKl5o8C8d6qTkn1xC48i
2026-02-06 12:43:54.9413 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:48 +00:00
2026-02-06 12:43:54.9422 | Agent | Run Step Tool Call - Key:call_4cWAYKl5o8C8d6qTkn1xC48i
2026-02-06 12:43:55.3457 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:48 +00:00
2026-02-06 12:43:55.3523 | Agent | Run Step Tool Call - Key:call_4cWAYKl5o8C8d6qTkn1xC48i
2026-02-06 12:43:55.3537 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 12:43:55.5513 | Agent | The `detectObject` property from the `infrared_sensor_4` twin is `false`. Therefore, there is no need to retrieve the `telemetryTraceId` property.
2026-02-06 12:43:55:5526 | Test | get only detectObject property from the infrared_sensor_4 twin, if detectObject is false then, do not return anything
2026-02-06 12:43:55.5528 | Agent | Sending user message to Persistent Agent...
2026-02-06 12:43:55.8360 | Agent | Creating thread run...
2026-02-06 12:43:56.2538 | Agent | Thread run created with Id: run_wBPquyvHq7BQre4ApqNRioud. Monitoring run status...
2026-02-06 12:43:57.8324 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:43:57.8326 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:43:58.2247 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:43:58.2251 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:43:58.2252 | Agent | Tool approval required. Approving tools...
2026-02-06 12:43:58.2254 | Agent | Approving tool call with ID: call_dr3ZssaWuce4fOr6Z6AmGi46, Name: DigitalTwin_Twin_Get
2026-02-06 12:43:58.2255 | Agent | Submitting tool approvals...
2026-02-06 12:43:58.9760 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:43:58.9762 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:43:59.3736 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:43:59.3757 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:43:59.8487 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:43:59.8489 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:44:00.2705 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:44:00.2708 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:44:00.6662 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:44:00.6664 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:44:01.0705 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:44:01.0707 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:44:01.5861 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:44:01.5866 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:44:02.0129 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:44:02.0139 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:44:02.4265 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:44:02.4310 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:44:02.8254 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:44:02.8263 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:44:03.4214 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:44:03.4248 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:44:03.8864 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:44:03.8870 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:44:04.3343 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:44:04.3344 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:44:04.7226 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:44:04.7263 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:44:05.1764 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:44:05.1786 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:44:05.6275 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:44:05.6279 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:44:06.1153 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:43:57 +00:00
2026-02-06 12:44:06.1166 | Agent | Run Step Tool Call - Key:call_dr3ZssaWuce4fOr6Z6AmGi46
2026-02-06 12:44:06.1168 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 12:44:06.2998 | Agent | Since the `detectObject` property is `false`, there is no information to return.
2026-02-06 12:44:06:3000 | Test | get only telemetryTraceId property from the infrared_sensor_4 twin, if telemetryTraceId has value then, get only detectObject property from the infrared_sensor_4 twin
2026-02-06 12:44:06.3001 | Agent | Sending user message to Persistent Agent...
2026-02-06 12:44:06.4969 | Agent | Creating thread run...
2026-02-06 12:44:06.8823 | Agent | Thread run created with Id: run_lhUkmXkbds4AaiRWLGCpnwQi. Monitoring run status...
2026-02-06 12:44:08.5097 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 12:44:07 +00:00
2026-02-06 12:44:08.5099 | Agent | Run Step Tool Call - Key:call_zCdLbkufNSzAozqkQZGTIDDZ
2026-02-06 12:44:08.9170 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 12:44:07 +00:00
2026-02-06 12:44:08.9174 | Agent | Run Step Tool Call - Key:call_zCdLbkufNSzAozqkQZGTIDDZ
2026-02-06 12:44:08.9175 | Agent | Tool approval required. Approving tools...
2026-02-06 12:44:08.9187 | Agent | Approving tool call with ID: call_zCdLbkufNSzAozqkQZGTIDDZ, Name: DigitalTwin_Twin_Get
2026-02-06 12:44:08.9208 | Agent | Submitting tool approvals...
2026-02-06 12:44:09.7492 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:44:07 +00:00
2026-02-06 12:44:09.7496 | Agent | Run Step Tool Call - Key:call_zCdLbkufNSzAozqkQZGTIDDZ
2026-02-06 12:44:10.2377 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:44:07 +00:00
2026-02-06 12:44:10.2390 | Agent | Run Step Tool Call - Key:call_zCdLbkufNSzAozqkQZGTIDDZ
2026-02-06 12:44:10.6411 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:44:07 +00:00
2026-02-06 12:44:10.6414 | Agent | Run Step Tool Call - Key:call_zCdLbkufNSzAozqkQZGTIDDZ
2026-02-06 12:44:11.0451 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:44:07 +00:00
2026-02-06 12:44:11.0455 | Agent | Run Step Tool Call - Key:call_zCdLbkufNSzAozqkQZGTIDDZ
2026-02-06 12:44:11.4655 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:44:07 +00:00
2026-02-06 12:44:11.4657 | Agent | Run Step Tool Call - Key:call_zCdLbkufNSzAozqkQZGTIDDZ
2026-02-06 12:44:11.8653 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:44:07 +00:00
2026-02-06 12:44:11.8664 | Agent | Run Step Tool Call - Key:call_zCdLbkufNSzAozqkQZGTIDDZ
2026-02-06 12:44:12.2973 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:44:07 +00:00
2026-02-06 12:44:12.2978 | Agent | Run Step Tool Call - Key:call_zCdLbkufNSzAozqkQZGTIDDZ
2026-02-06 12:44:12.7321 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:44:07 +00:00
2026-02-06 12:44:12.7323 | Agent | Run Step Tool Call - Key:call_zCdLbkufNSzAozqkQZGTIDDZ
2026-02-06 12:44:13.1617 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:44:07 +00:00
2026-02-06 12:44:13.1619 | Agent | Run Step Tool Call - Key:call_zCdLbkufNSzAozqkQZGTIDDZ
2026-02-06 12:44:13.6302 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 12:44:07 +00:00
2026-02-06 12:44:13.6315 | Agent | Run Step Tool Call - Key:call_zCdLbkufNSzAozqkQZGTIDDZ
2026-02-06 12:44:13.6318 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 12:44:13.8391 | Agent | The `telemetryTraceId` property from the `infrared_sensor_4` twin has the value `"019c32fb-266e-8d81-b5e3-d7c9b4babe69"`. The `detectObject` property is `false`.
2026-02-06 12:44:13:8392 | Test | exit
2026-02-06 12:44:13.8393 | Agent | Exiting DigitalTwinAgent chat...
2026-02-06 12:44:14.0859 | Agent | Persistent agent deleted. Goodbye!
2026-02-06 12:44:14.3297 | Test | Finished DigitalTwinAgent Agent Evaluation.
2026-02-06 12:44:14.3307 | System | Preparing to save evaluation results...
2026-02-06 12:44:14.3309 | System | Creating result folder: Result
2026-02-06 12:44:14.3311 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-06 12:44:14.3312 | System | Serializing evaluation results to JSON...
2026-02-06 12:44:14.3697 | System | Writing results to file: Result\Result_20260206_124414_3309.json
2026-02-06 12:44:14.3722 | System | Result saved to Result\Result_20260206_124414_3309.json
2026-02-06 12:44:28.0854 | System | Result saved to Export_20260206_124414_7245.json
2026-02-06 12:44:28.2871 | System | Choose an option:
2026-02-06 12:44:28.2873 | System | 1 - Evaluate Agents
2026-02-06 12:44:28.2874 | System | 2 - Evaluate Multi Agents
2026-02-06 12:44:28.2875 | System | 3 - Exit
2026-02-06 12:44:28.2876 | System | Enter choice (1/2/3): 2026-02-06 12:44:36.3528 | System | Exiting...
