2026-02-06 11:47:48.9853 | System | Loading configuration...
2026-02-06 11:47:49.1955 | System | Configuration loaded successfully.
2026-02-06 11:47:49.1960 | System | Retrieving configuration model...
2026-02-06 11:47:49.3419 | System | Configuration model retrieved successfully.
2026-02-06 11:47:49.3424 | System | Setting up DefaultAzureCredential...
2026-02-06 11:47:49.5953 | System | DefaultAzureCredential setup completed.
2026-02-06 11:47:49.5956 | System | Configuring SecretClient...
2026-02-06 11:47:49.6035 | System | Secret Client configured successfully.
2026-02-06 11:47:49.6072 | System | Initializing Persistent Agents Client...
2026-02-06 11:47:49.6174 | System | Persistent Agents Client initialized successfully.
2026-02-06 11:47:49.6178 | System | Choose an option:
2026-02-06 11:47:49.6180 | System | 1 - Evaluate Agents
2026-02-06 11:47:49.6182 | System | 2 - Evaluate Multi Agents
2026-02-06 11:47:49.6185 | System | 3 - Exit
2026-02-06 11:47:49.6188 | System | Enter choice (1/2/3): 2026-02-06 11:48:16.3391 | System | Evaluating Digital Twin Agent
2026-02-06 11:48:16.3686 | Test | Evaluating DigitalTwinAgent using Tests\Agent\dta-test-f-2.json.
2026-02-06 11:48:16.5431 | Test | Loaded 3 prompts from JSON file.
2026-02-06 11:48:16.5433 | Test | Retrieving secret from Key Vault...
2026-02-06 11:48:19.5338 | Test | Creating ClientSecretCredential...
2026-02-06 11:48:19.5352 | Test | Validating scope...
2026-02-06 11:48:19.5356 | Test | Requesting access token...
2026-02-06 11:48:20.1045 | Test | Defining MCP Tool...
2026-02-06 11:48:20.1166 | Test | Creating Persistent Agent...
2026-02-06 11:48:29.8987 | Test | Persistent Agent Id: asst_Ha7c9PnpA1lmpedp41uhIIXN Name: DigitalTwinAgent Model: gpt-4o
2026-02-06 11:48:29.8990 | Test | Configuring MCP Tool Resource...
2026-02-06 11:48:29.9001 | Test | Creating Persistent Agent Thread...
2026-02-06 11:48:30.1215 | Test | Persistent Agent Thread Id: thread_4gfrRjBKHAr5q4XulQr3ssWA
2026-02-06 11:48:30.1234 | Test | DigitalTwinAgent chat started. Type 'exit' to quit.
2026-02-06 11:48:30:1237 | Test | get only lux property from the illuminance_sensor_1 twin, if lux is less than 20 then, get only telemetryTraceId property from the illuminance_sensor_1 twin
2026-02-06 11:48:30.1238 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:48:30.3631 | Agent | Creating thread run...
2026-02-06 11:48:31.3074 | Agent | Thread run created with Id: run_yTb4m7v0jv0aL0Vdxzq6BrnG. Monitoring run status...
2026-02-06 11:48:35.5087 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 11:48:35 +00:00
2026-02-06 11:48:35.9111 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 11:48:35 +00:00
2026-02-06 11:48:35.9114 | Agent | Run Step Tool Call - Key:call_4GZTvxNQP9J4wC1z46OUPsU6
2026-02-06 11:48:35.9116 | Agent | Tool approval required. Approving tools...
2026-02-06 11:48:35.9121 | Agent | Approving tool call with ID: call_4GZTvxNQP9J4wC1z46OUPsU6, Name: DigitalTwin_Twin_Get
2026-02-06 11:48:35.9132 | Agent | Submitting tool approvals...
2026-02-06 11:48:36.7510 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:48:35 +00:00
2026-02-06 11:48:36.7520 | Agent | Run Step Tool Call - Key:call_4GZTvxNQP9J4wC1z46OUPsU6
2026-02-06 11:48:37.1500 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:48:35 +00:00
2026-02-06 11:48:37.1865 | Agent | Run Step Tool Call - Key:call_4GZTvxNQP9J4wC1z46OUPsU6
2026-02-06 11:48:37.6247 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:48:35 +00:00
2026-02-06 11:48:37.6325 | Agent | Run Step Tool Call - Key:call_4GZTvxNQP9J4wC1z46OUPsU6
2026-02-06 11:48:38.2213 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:48:35 +00:00
2026-02-06 11:48:38.2273 | Agent | Run Step Tool Call - Key:call_4GZTvxNQP9J4wC1z46OUPsU6
2026-02-06 11:48:38.6625 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:48:35 +00:00
2026-02-06 11:48:38.6665 | Agent | Run Step Tool Call - Key:call_4GZTvxNQP9J4wC1z46OUPsU6
2026-02-06 11:48:39.1014 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:48:35 +00:00
2026-02-06 11:48:39.1016 | Agent | Run Step Tool Call - Key:call_4GZTvxNQP9J4wC1z46OUPsU6
2026-02-06 11:48:39.1018 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:48:39.2932 | Agent | The "lux" property from the "illuminance_sensor_1" twin is 47.5, which is not less than 20. Therefore, there is no need to retrieve the "telemetryTraceId" property.
2026-02-06 11:48:39:3021 | Test | get only telemetryTraceId property from the illuminance_sensor_1 twin, if telemetryTraceId has value then, get only lux property from the illuminance_sensor_1 twin
2026-02-06 11:48:39.3041 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:48:39.5278 | Agent | Creating thread run...
2026-02-06 11:48:39.9667 | Agent | Thread run created with Id: run_5BlUv4VXu3ufMJDvDo0faK7D. Monitoring run status...
2026-02-06 11:48:48.8346 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:48:47 +00:00
2026-02-06 11:48:49.0379 | Agent | No annotations
2026-02-06 11:48:49.4270 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:48:47 +00:00
2026-02-06 11:48:49.6057 | Agent | No annotations
2026-02-06 11:48:49.6066 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:48:49.7944 | Agent | The "telemetryTraceId" property from the "illuminance_sensor_1" twin is `null`, which means it has no value. Therefore, there is no need to retrieve the "lux" property.
2026-02-06 11:48:49:7956 | Test | exit
2026-02-06 11:48:49.8004 | Agent | Exiting DigitalTwinAgent chat...
2026-02-06 11:48:50.0289 | Agent | Persistent agent deleted. Goodbye!
2026-02-06 11:48:50.2309 | Test | Finished DigitalTwinAgent Agent Evaluation.
2026-02-06 11:48:50.2405 | System | Preparing to save evaluation results...
2026-02-06 11:48:50.2426 | System | Creating result folder: Result
2026-02-06 11:48:50.2429 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-06 11:48:50.2434 | System | Serializing evaluation results to JSON...
2026-02-06 11:48:50.2910 | System | Writing results to file: Result\Result_20260206_114850_2426.json
2026-02-06 11:48:50.2935 | System | Result saved to Result\Result_20260206_114850_2426.json
2026-02-06 11:49:00.3706 | System | Result saved to Export_20260206_114850_6532.json
2026-02-06 11:49:00.4855 | System | Choose an option:
2026-02-06 11:49:00.4878 | System | 1 - Evaluate Agents
2026-02-06 11:49:00.4881 | System | 2 - Evaluate Multi Agents
2026-02-06 11:49:00.4882 | System | 3 - Exit
2026-02-06 11:49:00.4882 | System | Enter choice (1/2/3): 2026-02-06 11:49:28.9036 | System | Evaluating Digital Twin Agent
2026-02-06 11:49:28.9040 | Test | Evaluating DigitalTwinAgent using Tests\Agent\dta-test-f-2.json.
2026-02-06 11:49:28.9058 | Test | Loaded 3 prompts from JSON file.
2026-02-06 11:49:28.9060 | Test | Retrieving secret from Key Vault...
2026-02-06 11:49:28.9573 | Test | Creating ClientSecretCredential...
2026-02-06 11:49:28.9576 | Test | Validating scope...
2026-02-06 11:49:28.9578 | Test | Requesting access token...
2026-02-06 11:49:29.0819 | Test | Defining MCP Tool...
2026-02-06 11:49:29.0821 | Test | Creating Persistent Agent...
2026-02-06 11:49:29.2835 | Test | Persistent Agent Id: asst_I8oE49w9OssRqarShMr1fCYR Name: DigitalTwinAgent Model: gpt-4o
2026-02-06 11:49:29.2845 | Test | Configuring MCP Tool Resource...
2026-02-06 11:49:29.2846 | Test | Creating Persistent Agent Thread...
2026-02-06 11:49:29.4836 | Test | Persistent Agent Thread Id: thread_icQ7SywJdZdoBxuDcLmVkj2I
2026-02-06 11:49:29.4865 | Test | DigitalTwinAgent chat started. Type 'exit' to quit.
2026-02-06 11:49:29:4873 | Test | get only lux property from the illuminance_sensor_1 twin, if lux is less than 20 then, get only telemetryTraceId property from the illuminance_sensor_1 twin
2026-02-06 11:49:29.4873 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:49:29.6957 | Agent | Creating thread run...
2026-02-06 11:49:30.1133 | Agent | Thread run created with Id: run_ftSS2SmcDnVo1lS6TFotxML9. Monitoring run status...
2026-02-06 11:49:32.9949 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 11:49:32 +00:00
2026-02-06 11:49:33.8038 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 11:49:32 +00:00
2026-02-06 11:49:33.8041 | Agent | Run Step Tool Call - Key:call_L88pRxmOzlDu35UFTXiLllhA
2026-02-06 11:49:33.8047 | Agent | Tool approval required. Approving tools...
2026-02-06 11:49:33.8048 | Agent | Approving tool call with ID: call_L88pRxmOzlDu35UFTXiLllhA, Name: DigitalTwin_Twin_Get
2026-02-06 11:49:33.8050 | Agent | Submitting tool approvals...
2026-02-06 11:49:34.9011 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:49:32 +00:00
2026-02-06 11:49:34.9013 | Agent | Run Step Tool Call - Key:call_L88pRxmOzlDu35UFTXiLllhA
2026-02-06 11:49:35.3541 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:49:32 +00:00
2026-02-06 11:49:35.3542 | Agent | Run Step Tool Call - Key:call_L88pRxmOzlDu35UFTXiLllhA
2026-02-06 11:49:35.7582 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:49:32 +00:00
2026-02-06 11:49:35.7584 | Agent | Run Step Tool Call - Key:call_L88pRxmOzlDu35UFTXiLllhA
2026-02-06 11:49:36.2268 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:49:32 +00:00
2026-02-06 11:49:36.2327 | Agent | Run Step Tool Call - Key:call_L88pRxmOzlDu35UFTXiLllhA
2026-02-06 11:49:36.2328 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:49:36.4142 | Agent | The "lux" property from the "illuminance_sensor_1" twin is 47.5, which is not less than 20. Therefore, I will not retrieve the "telemetryTraceId" property.
2026-02-06 11:49:36:4144 | Test | get only telemetryTraceId property from the illuminance_sensor_1 twin, if telemetryTraceId has value then, get only lux property from the illuminance_sensor_1 twin
2026-02-06 11:49:36.4145 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:49:36.6175 | Agent | Creating thread run...
2026-02-06 11:49:37.0365 | Agent | Thread run created with Id: run_suuMWR4zL2Yn6P8LI2MGus0v. Monitoring run status...
2026-02-06 11:49:38.3090 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:49:37 +00:00
2026-02-06 11:49:38.5082 | Agent | No annotations
2026-02-06 11:49:38.9085 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:49:37 +00:00
2026-02-06 11:49:39.0797 | Agent | No annotations
2026-02-06 11:49:39.0809 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:49:39.2575 | Agent | The "telemetryTraceId" property from the "illuminance_sensor_1" twin is not available or has no value. Therefore, I will not retrieve the "lux" property.
2026-02-06 11:49:39:2609 | Test | exit
2026-02-06 11:49:39.2611 | Agent | Exiting DigitalTwinAgent chat...
2026-02-06 11:49:39.4577 | Agent | Persistent agent deleted. Goodbye!
2026-02-06 11:49:39.6606 | Test | Finished DigitalTwinAgent Agent Evaluation.
2026-02-06 11:49:39.6610 | System | Preparing to save evaluation results...
2026-02-06 11:49:39.6649 | System | Creating result folder: Result
2026-02-06 11:49:39.6669 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-06 11:49:39.6671 | System | Serializing evaluation results to JSON...
2026-02-06 11:49:39.6712 | System | Writing results to file: Result\Result_20260206_114939_6649.json
2026-02-06 11:49:39.6735 | System | Result saved to Result\Result_20260206_114939_6649.json
2026-02-06 11:49:53.0128 | System | Result saved to Export_20260206_114939_6910.json
2026-02-06 11:49:53.1086 | System | Choose an option:
2026-02-06 11:49:53.1088 | System | 1 - Evaluate Agents
2026-02-06 11:49:53.1090 | System | 2 - Evaluate Multi Agents
2026-02-06 11:49:53.1092 | System | 3 - Exit
2026-02-06 11:49:53.1094 | System | Enter choice (1/2/3): 2026-02-06 11:49:58.9366 | System | Exiting...
