conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70195\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-01 18:35:20.000000+00:00\", \"2022-05-07 04:18:46.000000+00:00\", \"2022-08-03 13:34:57.000000+00:00\", \"2020-03-23 14:11:57.000000+00:00\", \"2022-12-06 19:32:34.000000+00:00\", \"2021-02-06 17:44:10.000000+00:00\"], \"session_ids\": [\"6b7c6a87-23c5-4e0f-8f67-0a9dbeff6a13\", \"ab691f2b-f02b-4e42-bb32-861266d2edb4\", \"76d09ffc-72b0-45b5-a422-d75291936dad\", \"f59aac66-f87d-4605-8802-2e4fad3d1680\", \"4ba4a00c-5829-43de-9aa0-237ed348b409\", \"949dddcb-04f3-48f8-bfc2-c9cbfb6a0d5b\"], \"total_duration\": 5635.0, \"total_sessions\": 6, \"mean_week_duration\": 34.784}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70195\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-01 18:35:20.000000+00:00\", \"2022-05-07 04:18:46.000000+00:00\", \"2022-08-03 13:34:57.000000+00:00\", \"2020-03-23 14:11:57.000000+00:00\", \"2022-12-06 19:32:34.000000+00:00\", \"2021-02-06 17:44:10.000000+00:00\"], \"session_ids\": [\"6b7c6a87-23c5-4e0f-8f67-0a9dbeff6a13\", \"ab691f2b-f02b-4e42-bb32-861266d2edb4\", \"76d09ffc-72b0-45b5-a422-d75291936dad\", \"f59aac66-f87d-4605-8802-2e4fad3d1680\", \"4ba4a00c-5829-43de-9aa0-237ed348b409\", \"949dddcb-04f3-48f8-bfc2-c9cbfb6a0d5b\"], \"total_duration\": 5635.0, \"total_sessions\": 6, \"mean_week_duration\": 34.784}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70195\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-01 18:35:20.000000+00:00\", \"2022-05-07 04:18:46.000000+00:00\", \"2022-08-03 13:34:57.000000+00:00\", \"2020-03-23 14:11:57.000000+00:00\", \"2022-12-06 19:32:34.000000+00:00\", \"2021-02-06 17:44:10.000000+00:00\"], \"session_ids\": [\"6b7c6a87-23c5-4e0f-8f67-0a9dbeff6a13\", \"ab691f2b-f02b-4e42-bb32-861266d2edb4\", \"76d09ffc-72b0-45b5-a422-d75291936dad\", \"f59aac66-f87d-4605-8802-2e4fad3d1680\", \"4ba4a00c-5829-43de-9aa0-237ed348b409\", \"949dddcb-04f3-48f8-bfc2-c9cbfb6a0d5b\"], \"total_duration\": 5635.0, \"total_sessions\": 6, \"mean_week_duration\": 34.784}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 7 users whose sum of sessions is under 2 inclusively additionaly apply sorting by city name from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"28249\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-19 19:47:26.000000+00:00\", \"2020-10-27 15:50:41.000000+00:00\", \"2021-09-29 05:54:35.000000+00:00\"], \"session_ids\": [\"95d2faf7-2496-4d21-9a64-277a392bdc1b\", \"e85c66a9-2d42-4a68-aa51-cdccbd1fe3c5\", \"fc9b5552-2809-463b-91cf-74eb24cb3b43\"], \"total_duration\": 792.0, \"total_sessions\": 3, \"mean_week_duration\": 7.333}, \"23292\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-08-04 14:03:04.000000+00:00\", \"2019-11-30 07:04:36.000000+00:00\", \"2021-05-10 05:52:50.000000+00:00\", \"2020-09-03 19:25:20.000000+00:00\", \"2020-04-17 10:53:21.000000+00:00\", \"2019-02-09 01:34:24.000000+00:00\", \"2022-04-28 03:53:42.000000+00:00\"], \"session_ids\": [\"a831a57c-a1b8-47e5-a68e-40ea2189521c\", \"b8f17518-7536-499f-91f4-da80e3112013\", \"abffeed7-a274-4c13-92ea-20d35873d7fb\", \"d78bd82d-7df2-4558-a19c-228b55646d99\", \"00cf0011-2d22-4aa2-8759-27a63042ccbb\", \"b9f9265f-0314-4719-a1d7-c60a63f97dba\", \"5e2bf988-be9f-40a1-a023-1bcfa0879470\"], \"total_duration\": 1869.0, \"total_sessions\": 7, \"mean_week_duration\": 11.125}, \"91750\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-25 14:56:45.000000+00:00\", \"2019-11-26 23:20:32.000000+00:00\"], \"session_ids\": [\"819410aa-8865-40e7-bab7-773dc20eafb0\", \"691a6419-de7c-4ad4-ab71-484833d880e9\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.934}, \"73645\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-03 17:32:37.000000+00:00\", \"2022-09-05 17:56:52.000000+00:00\", \"2022-09-22 16:41:30.000000+00:00\"], \"session_ids\": [\"371f279d-6e31-4177-bfe9-e2552438b102\", \"8441eefa-242c-4cec-b1a1-ab9449cf761f\", \"7d03f88c-a50e-43df-8832-d35ae4a6ab0f\"], \"total_duration\": 92.0, \"total_sessions\": 3, \"mean_week_duration\": 1.804}, \"25956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-02-03 14:59:05.000000+00:00\", \"2023-03-07 09:18:10.000000+00:00\"], \"session_ids\": [\"4491a0a2-548d-4b66-bfb0-bdc5cc6a9a76\", \"b2233f50-8400-4156-8299-2e17c902d97e\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"5404\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 7, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-04-01 18:25:24.000000+00:00\", \"2020-10-20 00:14:29.000000+00:00\", \"2019-03-26 21:55:34.000000+00:00\", \"2020-12-10 12:48:26.000000+00:00\", \"2022-06-17 00:41:20.000000+00:00\"], \"session_ids\": [\"6cec05aa-060e-4b87-b1ce-38060b64468b\", \"5b56b9f3-c949-4759-97a0-8512c19a0048\", \"aad3434e-715b-4797-ac42-489cea4089ba\", \"812ba405-3e02-4b7c-912f-d11ad2d62b12\", \"b7c3e098-c6cb-4491-a41d-0683fac12349\"], \"total_duration\": 1360.0, \"total_sessions\": 5, \"mean_week_duration\": 6.476}, \"25666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 6, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-03 00:11:18.000000+00:00\", \"2022-03-02 20:52:27.000000+00:00\", \"2022-10-23 13:23:27.000000+00:00\"], \"session_ids\": [\"a226f16e-a3ea-4a91-be61-dd3007eb0217\", \"9e5be7f5-5465-4aa3-bc86-37ec51c023e5\", \"0967db53-6f85-460e-8ad9-6b5ff1b35e89\"], \"total_duration\": 736.0, \"total_sessions\": 3, \"mean_week_duration\": 13.382}, \"48975\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-16 13:51:06.000000+00:00\", \"2021-12-30 06:33:30.000000+00:00\"], \"session_ids\": [\"d3f77f30-998d-498b-8ed3-4240f8a0f8b7\", \"d6b7928f-b209-4816-8cbd-4471d59e74a4\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 1.783}, \"71131\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-07-03 04:16:30.000000+00:00\", \"2022-12-27 09:33:41.000000+00:00\"], \"session_ids\": [\"8f2b3fb7-6163-433b-9223-1c135148a0b1\", \"91d97dd7-3774-47d9-821c-d67b43427d79\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.126}, \"98808\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-02-02 06:05:29.000000+00:00\", \"2021-01-03 10:14:49.000000+00:00\", \"2020-12-22 20:46:42.000000+00:00\", \"2023-06-20 03:28:07.000000+00:00\", \"2019-05-08 07:05:48.000000+00:00\"], \"session_ids\": [\"04f52fd4-f70e-47e8-9042-b1b488dd294b\", \"f9856645-6717-424b-823e-47a20d1b7e66\", \"2b422616-b170-414b-8b32-cd5c79e23e23\", \"e4e37a63-4105-4fad-a2d8-3c12c6f4aec8\", \"d0a91739-4a72-490c-bb7f-c592b69c8d33\"], \"total_duration\": 50.0, \"total_sessions\": 5, \"mean_week_duration\": 0.218}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91750\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-25 14:56:45.000000+00:00\", \"2019-11-26 23:20:32.000000+00:00\"], \"session_ids\": [\"819410aa-8865-40e7-bab7-773dc20eafb0\", \"691a6419-de7c-4ad4-ab71-484833d880e9\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.934}, \"25956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-02-03 14:59:05.000000+00:00\", \"2023-03-07 09:18:10.000000+00:00\"], \"session_ids\": [\"4491a0a2-548d-4b66-bfb0-bdc5cc6a9a76\", \"b2233f50-8400-4156-8299-2e17c902d97e\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"48975\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-16 13:51:06.000000+00:00\", \"2021-12-30 06:33:30.000000+00:00\"], \"session_ids\": [\"d3f77f30-998d-498b-8ed3-4240f8a0f8b7\", \"d6b7928f-b209-4816-8cbd-4471d59e74a4\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 1.783}, \"71131\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-07-03 04:16:30.000000+00:00\", \"2022-12-27 09:33:41.000000+00:00\"], \"session_ids\": [\"8f2b3fb7-6163-433b-9223-1c135148a0b1\", \"91d97dd7-3774-47d9-821c-d67b43427d79\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.126}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"48975\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-16 13:51:06.000000+00:00\", \"2021-12-30 06:33:30.000000+00:00\"], \"session_ids\": [\"d3f77f30-998d-498b-8ed3-4240f8a0f8b7\", \"d6b7928f-b209-4816-8cbd-4471d59e74a4\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 1.783}}, {\"71131\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-07-03 04:16:30.000000+00:00\", \"2022-12-27 09:33:41.000000+00:00\"], \"session_ids\": [\"8f2b3fb7-6163-433b-9223-1c135148a0b1\", \"91d97dd7-3774-47d9-821c-d67b43427d79\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.126}}, {\"91750\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-25 14:56:45.000000+00:00\", \"2019-11-26 23:20:32.000000+00:00\"], \"session_ids\": [\"819410aa-8865-40e7-bab7-773dc20eafb0\", \"691a6419-de7c-4ad4-ab71-484833d880e9\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.934}}, {\"25956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-02-03 14:59:05.000000+00:00\", \"2023-03-07 09:18:10.000000+00:00\"], \"session_ids\": [\"4491a0a2-548d-4b66-bfb0-bdc5cc6a9a76\", \"b2233f50-8400-4156-8299-2e17c902d97e\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"48975\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-16 13:51:06.000000+00:00\", \"2021-12-30 06:33:30.000000+00:00\"], \"session_ids\": [\"d3f77f30-998d-498b-8ed3-4240f8a0f8b7\", \"d6b7928f-b209-4816-8cbd-4471d59e74a4\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 1.783}}, {\"71131\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-07-03 04:16:30.000000+00:00\", \"2022-12-27 09:33:41.000000+00:00\"], \"session_ids\": [\"8f2b3fb7-6163-433b-9223-1c135148a0b1\", \"91d97dd7-3774-47d9-821c-d67b43427d79\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.126}}, {\"91750\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-25 14:56:45.000000+00:00\", \"2019-11-26 23:20:32.000000+00:00\"], \"session_ids\": [\"819410aa-8865-40e7-bab7-773dc20eafb0\", \"691a6419-de7c-4ad4-ab71-484833d880e9\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.934}}, {\"25956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-02-03 14:59:05.000000+00:00\", \"2023-03-07 09:18:10.000000+00:00\"], \"session_ids\": [\"4491a0a2-548d-4b66-bfb0-bdc5cc6a9a76\", \"b2233f50-8400-4156-8299-2e17c902d97e\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"48975\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-16 13:51:06.000000+00:00\", \"2021-12-30 06:33:30.000000+00:00\"], \"session_ids\": [\"d3f77f30-998d-498b-8ed3-4240f8a0f8b7\", \"d6b7928f-b209-4816-8cbd-4471d59e74a4\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 1.783}}, {\"71131\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-07-03 04:16:30.000000+00:00\", \"2022-12-27 09:33:41.000000+00:00\"], \"session_ids\": [\"8f2b3fb7-6163-433b-9223-1c135148a0b1\", \"91d97dd7-3774-47d9-821c-d67b43427d79\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.126}}, {\"91750\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-25 14:56:45.000000+00:00\", \"2019-11-26 23:20:32.000000+00:00\"], \"session_ids\": [\"819410aa-8865-40e7-bab7-773dc20eafb0\", \"691a6419-de7c-4ad4-ab71-484833d880e9\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.934}}, {\"25956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-02-03 14:59:05.000000+00:00\", \"2023-03-07 09:18:10.000000+00:00\"], \"session_ids\": [\"4491a0a2-548d-4b66-bfb0-bdc5cc6a9a76\", \"b2233f50-8400-4156-8299-2e17c902d97e\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 6 users whose average of total time spent in the app per week is bigger than 8 and smaller than 29 (not including) , moreover execute sorting by sessions total from the smallest to the largest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92454\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-31 06:19:46.000000+00:00\", \"2019-11-19 18:48:03.000000+00:00\"], \"session_ids\": [\"c31c4a8a-aba1-4614-872d-11a2ed78df29\", \"500025ca-2019-4e41-b654-021e2d6f451d\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 8.317}, \"13487\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-14 19:26:11.000000+00:00\", \"2019-05-13 18:53:50.000000+00:00\", \"2020-08-10 13:44:12.000000+00:00\", \"2021-11-08 07:01:12.000000+00:00\", \"2020-01-07 17:07:15.000000+00:00\"], \"session_ids\": [\"eb6a52e8-792e-43f0-9372-d007dac51870\", \"f0ea3c84-7e9f-4a21-af35-b09e8e59917b\", \"e16d9cae-1ea6-44bb-a702-9c4aeebd950b\", \"9f97c674-09ec-49c4-9beb-85f64228f06b\", \"d16ed4c8-efa8-4c56-9ac4-55f93f007da0\"], \"total_duration\": 263.0, \"total_sessions\": 5, \"mean_week_duration\": 2.023}, \"29419\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-01 16:58:28.000000+00:00\", \"2022-08-03 17:23:01.000000+00:00\"], \"session_ids\": [\"f4580003-7686-47a4-a91c-dc17d3d44ccb\", \"a4527ef0-4dd5-4805-9a22-2593d4099b67\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.932}, \"89051\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-05 23:27:19.000000+00:00\", \"2019-01-05 09:55:31.000000+00:00\"], \"session_ids\": [\"b4672e7c-1a32-43de-9e72-f1df8739c210\", \"e6dd1fc5-5018-42a6-bbaa-edcd6d980c34\"], \"total_duration\": 293.0, \"total_sessions\": 2, \"mean_week_duration\": 4.439}, \"76943\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-10-26 18:55:32.000000+00:00\", \"2020-06-16 08:54:09.000000+00:00\", \"2022-09-18 04:13:39.000000+00:00\", \"2022-04-27 17:44:20.000000+00:00\"], \"session_ids\": [\"e08cc4a8-e17a-420a-9545-b3f7ea76eff7\", \"ec82e8f0-7e95-4fd5-8106-310ba89b7e2a\", \"d6b5ef0e-cefe-446a-8024-234dcdee5a87\", \"35ef449f-de64-42fc-8943-e24ccf18d3d2\"], \"total_duration\": 99.0, \"total_sessions\": 4, \"mean_week_duration\": 0.839}, \"96202\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-06-23 18:06:59.000000+00:00\", \"2020-10-30 06:05:59.000000+00:00\"], \"session_ids\": [\"252f933b-d94f-412e-91a2-7468da886b21\", \"6d9bfcd2-9504-4395-bc9b-da783f769d19\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 1.163}, \"15837\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-05-31 05:32:58.000000+00:00\", \"2019-04-27 16:40:36.000000+00:00\"], \"session_ids\": [\"b0a14d09-fae8-4463-a867-c79bebd3be2b\", \"636a1a10-df53-4ab6-90d5-3a78c7a2af85\"], \"total_duration\": 427.0, \"total_sessions\": 2, \"mean_week_duration\": 85.4}, \"64848\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-30 22:31:28.000000+00:00\", \"2020-04-24 13:32:01.000000+00:00\"], \"session_ids\": [\"2a1f7608-0b99-4bd5-ad4c-13219d2abd7d\", \"899b89af-03df-4f41-82be-fee718a53dc4\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 22.588}, \"32007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-08 00:29:07.000000+00:00\", \"2020-05-03 00:51:12.000000+00:00\"], \"session_ids\": [\"e049313f-5f78-421f-9c3b-3fbef5eb414a\", \"78f546f1-fbf0-419c-9701-b7fe7b0275ee\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 1.139}, \"59288\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-12-13 10:39:05.000000+00:00\", \"2021-02-15 03:06:15.000000+00:00\", \"2020-12-15 07:42:20.000000+00:00\"], \"session_ids\": [\"573c8a07-f94a-446a-b337-8aaaffe23757\", \"1ef8bc9c-1150-4049-bafd-e1bbc3f77afa\", \"3e141731-795f-438f-a38c-8652f423bef3\"], \"total_duration\": 173.0, \"total_sessions\": 3, \"mean_week_duration\": 1.663}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 8 and are less than 29"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[8, 29]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92454\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-31 06:19:46.000000+00:00\", \"2019-11-19 18:48:03.000000+00:00\"], \"session_ids\": [\"c31c4a8a-aba1-4614-872d-11a2ed78df29\", \"500025ca-2019-4e41-b654-021e2d6f451d\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 8.317}, \"64848\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-30 22:31:28.000000+00:00\", \"2020-04-24 13:32:01.000000+00:00\"], \"session_ids\": [\"2a1f7608-0b99-4bd5-ad4c-13219d2abd7d\", \"899b89af-03df-4f41-82be-fee718a53dc4\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 22.588}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92454\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-31 06:19:46.000000+00:00\", \"2019-11-19 18:48:03.000000+00:00\"], \"session_ids\": [\"c31c4a8a-aba1-4614-872d-11a2ed78df29\", \"500025ca-2019-4e41-b654-021e2d6f451d\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 8.317}}, {\"64848\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-30 22:31:28.000000+00:00\", \"2020-04-24 13:32:01.000000+00:00\"], \"session_ids\": [\"2a1f7608-0b99-4bd5-ad4c-13219d2abd7d\", \"899b89af-03df-4f41-82be-fee718a53dc4\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 22.588}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 6 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92454\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-31 06:19:46.000000+00:00\", \"2019-11-19 18:48:03.000000+00:00\"], \"session_ids\": [\"c31c4a8a-aba1-4614-872d-11a2ed78df29\", \"500025ca-2019-4e41-b654-021e2d6f451d\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 8.317}}, {\"64848\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-30 22:31:28.000000+00:00\", \"2020-04-24 13:32:01.000000+00:00\"], \"session_ids\": [\"2a1f7608-0b99-4bd5-ad4c-13219d2abd7d\", \"899b89af-03df-4f41-82be-fee718a53dc4\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 22.588}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92454\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-08-31 06:19:46.000000+00:00\", \"2019-11-19 18:48:03.000000+00:00\"], \"session_ids\": [\"c31c4a8a-aba1-4614-872d-11a2ed78df29\", \"500025ca-2019-4e41-b654-021e2d6f451d\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 8.317}}, {\"64848\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-30 22:31:28.000000+00:00\", \"2020-04-24 13:32:01.000000+00:00\"], \"session_ids\": [\"2a1f7608-0b99-4bd5-ad4c-13219d2abd7d\", \"899b89af-03df-4f41-82be-fee718a53dc4\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 22.588}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding user who isn't currently living in city Lisbon and put to use sorting by city naming risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51737\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-12 01:16:48.000000+00:00\", \"2021-07-17 11:32:18.000000+00:00\"], \"session_ids\": [\"3260a30a-46ea-476d-a7da-b7498aa7033c\", \"5e8de5be-0e41-4ca2-bf06-cfac017cc7b8\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.575}, \"17770\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-09 17:29:44.000000+00:00\", \"2021-06-19 08:54:57.000000+00:00\"], \"session_ids\": [\"ff0921dc-0e56-4ba6-abe0-0b46ae4cf491\", \"3e5ae828-77f6-4703-8f03-8693556a0498\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.988}, \"74879\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-06 11:11:18.000000+00:00\", \"2023-03-06 14:21:32.000000+00:00\"], \"session_ids\": [\"09a656fe-e9d8-4c95-82d9-96df4010078f\", \"14263c9a-ea58-4102-abb9-162cec8c4598\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 4.087}, \"76274\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-02-21 21:20:02.000000+00:00\", \"2020-08-25 15:06:37.000000+00:00\", \"2020-02-25 21:38:37.000000+00:00\", \"2021-08-07 20:51:13.000000+00:00\"], \"session_ids\": [\"c853bb3a-953d-444e-bab2-1e4824c1d6b1\", \"cb8351d9-1f04-4bce-89d9-3846bc6cca04\", \"9cbb8574-5368-4b30-9061-f6107db381a5\", \"da1f526a-fe08-47a0-8782-59b641632f5d\"], \"total_duration\": 830.0, \"total_sessions\": 4, \"mean_week_duration\": 7.981}, \"43526\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-06-14 14:06:53.000000+00:00\", \"2022-12-13 04:46:05.000000+00:00\", \"2021-11-08 06:37:24.000000+00:00\", \"2021-02-20 07:01:03.000000+00:00\", \"2022-07-07 10:16:37.000000+00:00\", \"2020-01-02 14:38:04.000000+00:00\", \"2022-07-10 22:49:35.000000+00:00\", \"2020-07-25 07:52:28.000000+00:00\", \"2023-06-21 01:06:26.000000+00:00\"], \"session_ids\": [\"9c2266b1-7b53-4aab-aae7-a8ebd70919c1\", \"72b9397d-ae91-44e9-a117-e389d0e4f498\", \"f914b504-4a94-488d-84f8-35612ae4a9ac\", \"d8c592bd-3c0f-4720-9a42-0956f4226f7a\", \"19ef09d3-5c39-468b-bffd-2ea41094ad7a\", \"0d2f4e71-7c72-4289-9844-125b857200c9\", \"c0b48914-d970-4061-adfa-96a41a30a097\", \"2d57189b-dc34-4cb3-bf1e-363e8362925a\", \"ad42299a-5e10-40ba-aee8-67f68e64da74\"], \"total_duration\": 25756.0, \"total_sessions\": 9, \"mean_week_duration\": 122.648}, \"18105\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-08-29 07:42:43.000000+00:00\", \"2022-03-30 02:43:04.000000+00:00\", \"2019-01-22 06:46:22.000000+00:00\"], \"session_ids\": [\"2416ca42-38ac-4c90-bfe1-e5ebb6aeeacb\", \"34a3b4c7-f788-4f00-8031-a7ecc546df74\", \"1158cc94-d7a0-444d-9c0d-39e5e1a48fa7\"], \"total_duration\": 770.0, \"total_sessions\": 3, \"mean_week_duration\": 4.639}, \"89259\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-14 20:44:11.000000+00:00\", \"2022-08-26 20:02:16.000000+00:00\", \"2019-08-09 00:41:37.000000+00:00\"], \"session_ids\": [\"0c592107-b192-4838-b45c-ea0c7102a1d6\", \"18f91da5-71bb-422d-afcb-5ba877b222a1\", \"768ab613-16ec-4470-8954-1967425e53a6\"], \"total_duration\": 353.0, \"total_sessions\": 3, \"mean_week_duration\": 1.961}, \"44199\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-08-07 08:04:39.000000+00:00\", \"2023-06-11 04:22:55.000000+00:00\"], \"session_ids\": [\"5d26af26-abc4-4b41-a224-d32a8a415331\", \"ef201e39-2b9d-4dc1-b2bd-71412b15d163\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 5.727}, \"15150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-21 05:31:22.000000+00:00\", \"2020-01-29 10:09:04.000000+00:00\", \"2021-09-01 17:33:56.000000+00:00\", \"2020-02-13 20:24:45.000000+00:00\"], \"session_ids\": [\"f34595c7-86e6-4a01-a9a8-512a45842d2d\", \"6fdadf3f-64db-4f19-bc7d-fbbf1fc3104f\", \"0e4ce837-453a-49ce-83eb-d83a8f6a6953\", \"89f625a0-da77-4faf-ba5e-5c7c8510201d\"], \"total_duration\": 787.0, \"total_sessions\": 4, \"mean_week_duration\": 9.482}, \"5798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-07 07:40:28.000000+00:00\", \"2021-12-11 07:00:35.000000+00:00\"], \"session_ids\": [\"12cd03c8-454d-489a-971b-1848d52865cf\", \"02f8f639-8245-4071-8a79-7aefff888e55\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Lisbon"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Lisbon\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51737\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-12 01:16:48.000000+00:00\", \"2021-07-17 11:32:18.000000+00:00\"], \"session_ids\": [\"3260a30a-46ea-476d-a7da-b7498aa7033c\", \"5e8de5be-0e41-4ca2-bf06-cfac017cc7b8\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.575}, \"17770\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-09 17:29:44.000000+00:00\", \"2021-06-19 08:54:57.000000+00:00\"], \"session_ids\": [\"ff0921dc-0e56-4ba6-abe0-0b46ae4cf491\", \"3e5ae828-77f6-4703-8f03-8693556a0498\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.988}, \"74879\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-06 11:11:18.000000+00:00\", \"2023-03-06 14:21:32.000000+00:00\"], \"session_ids\": [\"09a656fe-e9d8-4c95-82d9-96df4010078f\", \"14263c9a-ea58-4102-abb9-162cec8c4598\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 4.087}, \"76274\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-02-21 21:20:02.000000+00:00\", \"2020-08-25 15:06:37.000000+00:00\", \"2020-02-25 21:38:37.000000+00:00\", \"2021-08-07 20:51:13.000000+00:00\"], \"session_ids\": [\"c853bb3a-953d-444e-bab2-1e4824c1d6b1\", \"cb8351d9-1f04-4bce-89d9-3846bc6cca04\", \"9cbb8574-5368-4b30-9061-f6107db381a5\", \"da1f526a-fe08-47a0-8782-59b641632f5d\"], \"total_duration\": 830.0, \"total_sessions\": 4, \"mean_week_duration\": 7.981}, \"43526\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-06-14 14:06:53.000000+00:00\", \"2022-12-13 04:46:05.000000+00:00\", \"2021-11-08 06:37:24.000000+00:00\", \"2021-02-20 07:01:03.000000+00:00\", \"2022-07-07 10:16:37.000000+00:00\", \"2020-01-02 14:38:04.000000+00:00\", \"2022-07-10 22:49:35.000000+00:00\", \"2020-07-25 07:52:28.000000+00:00\", \"2023-06-21 01:06:26.000000+00:00\"], \"session_ids\": [\"9c2266b1-7b53-4aab-aae7-a8ebd70919c1\", \"72b9397d-ae91-44e9-a117-e389d0e4f498\", \"f914b504-4a94-488d-84f8-35612ae4a9ac\", \"d8c592bd-3c0f-4720-9a42-0956f4226f7a\", \"19ef09d3-5c39-468b-bffd-2ea41094ad7a\", \"0d2f4e71-7c72-4289-9844-125b857200c9\", \"c0b48914-d970-4061-adfa-96a41a30a097\", \"2d57189b-dc34-4cb3-bf1e-363e8362925a\", \"ad42299a-5e10-40ba-aee8-67f68e64da74\"], \"total_duration\": 25756.0, \"total_sessions\": 9, \"mean_week_duration\": 122.648}, \"18105\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-08-29 07:42:43.000000+00:00\", \"2022-03-30 02:43:04.000000+00:00\", \"2019-01-22 06:46:22.000000+00:00\"], \"session_ids\": [\"2416ca42-38ac-4c90-bfe1-e5ebb6aeeacb\", \"34a3b4c7-f788-4f00-8031-a7ecc546df74\", \"1158cc94-d7a0-444d-9c0d-39e5e1a48fa7\"], \"total_duration\": 770.0, \"total_sessions\": 3, \"mean_week_duration\": 4.639}, \"89259\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-14 20:44:11.000000+00:00\", \"2022-08-26 20:02:16.000000+00:00\", \"2019-08-09 00:41:37.000000+00:00\"], \"session_ids\": [\"0c592107-b192-4838-b45c-ea0c7102a1d6\", \"18f91da5-71bb-422d-afcb-5ba877b222a1\", \"768ab613-16ec-4470-8954-1967425e53a6\"], \"total_duration\": 353.0, \"total_sessions\": 3, \"mean_week_duration\": 1.961}, \"44199\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-08-07 08:04:39.000000+00:00\", \"2023-06-11 04:22:55.000000+00:00\"], \"session_ids\": [\"5d26af26-abc4-4b41-a224-d32a8a415331\", \"ef201e39-2b9d-4dc1-b2bd-71412b15d163\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 5.727}, \"15150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-21 05:31:22.000000+00:00\", \"2020-01-29 10:09:04.000000+00:00\", \"2021-09-01 17:33:56.000000+00:00\", \"2020-02-13 20:24:45.000000+00:00\"], \"session_ids\": [\"f34595c7-86e6-4a01-a9a8-512a45842d2d\", \"6fdadf3f-64db-4f19-bc7d-fbbf1fc3104f\", \"0e4ce837-453a-49ce-83eb-d83a8f6a6953\", \"89f625a0-da77-4faf-ba5e-5c7c8510201d\"], \"total_duration\": 787.0, \"total_sessions\": 4, \"mean_week_duration\": 9.482}, \"5798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-07 07:40:28.000000+00:00\", \"2021-12-11 07:00:35.000000+00:00\"], \"session_ids\": [\"12cd03c8-454d-489a-971b-1848d52865cf\", \"02f8f639-8245-4071-8a79-7aefff888e55\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17770\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-09 17:29:44.000000+00:00\", \"2021-06-19 08:54:57.000000+00:00\"], \"session_ids\": [\"ff0921dc-0e56-4ba6-abe0-0b46ae4cf491\", \"3e5ae828-77f6-4703-8f03-8693556a0498\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.988}}, {\"15150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-21 05:31:22.000000+00:00\", \"2020-01-29 10:09:04.000000+00:00\", \"2021-09-01 17:33:56.000000+00:00\", \"2020-02-13 20:24:45.000000+00:00\"], \"session_ids\": [\"f34595c7-86e6-4a01-a9a8-512a45842d2d\", \"6fdadf3f-64db-4f19-bc7d-fbbf1fc3104f\", \"0e4ce837-453a-49ce-83eb-d83a8f6a6953\", \"89f625a0-da77-4faf-ba5e-5c7c8510201d\"], \"total_duration\": 787.0, \"total_sessions\": 4, \"mean_week_duration\": 9.482}}, {\"76274\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-02-21 21:20:02.000000+00:00\", \"2020-08-25 15:06:37.000000+00:00\", \"2020-02-25 21:38:37.000000+00:00\", \"2021-08-07 20:51:13.000000+00:00\"], \"session_ids\": [\"c853bb3a-953d-444e-bab2-1e4824c1d6b1\", \"cb8351d9-1f04-4bce-89d9-3846bc6cca04\", \"9cbb8574-5368-4b30-9061-f6107db381a5\", \"da1f526a-fe08-47a0-8782-59b641632f5d\"], \"total_duration\": 830.0, \"total_sessions\": 4, \"mean_week_duration\": 7.981}}, {\"18105\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-08-29 07:42:43.000000+00:00\", \"2022-03-30 02:43:04.000000+00:00\", \"2019-01-22 06:46:22.000000+00:00\"], \"session_ids\": [\"2416ca42-38ac-4c90-bfe1-e5ebb6aeeacb\", \"34a3b4c7-f788-4f00-8031-a7ecc546df74\", \"1158cc94-d7a0-444d-9c0d-39e5e1a48fa7\"], \"total_duration\": 770.0, \"total_sessions\": 3, \"mean_week_duration\": 4.639}}, {\"51737\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-12 01:16:48.000000+00:00\", \"2021-07-17 11:32:18.000000+00:00\"], \"session_ids\": [\"3260a30a-46ea-476d-a7da-b7498aa7033c\", \"5e8de5be-0e41-4ca2-bf06-cfac017cc7b8\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.575}}, {\"43526\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-06-14 14:06:53.000000+00:00\", \"2022-12-13 04:46:05.000000+00:00\", \"2021-11-08 06:37:24.000000+00:00\", \"2021-02-20 07:01:03.000000+00:00\", \"2022-07-07 10:16:37.000000+00:00\", \"2020-01-02 14:38:04.000000+00:00\", \"2022-07-10 22:49:35.000000+00:00\", \"2020-07-25 07:52:28.000000+00:00\", \"2023-06-21 01:06:26.000000+00:00\"], \"session_ids\": [\"9c2266b1-7b53-4aab-aae7-a8ebd70919c1\", \"72b9397d-ae91-44e9-a117-e389d0e4f498\", \"f914b504-4a94-488d-84f8-35612ae4a9ac\", \"d8c592bd-3c0f-4720-9a42-0956f4226f7a\", \"19ef09d3-5c39-468b-bffd-2ea41094ad7a\", \"0d2f4e71-7c72-4289-9844-125b857200c9\", \"c0b48914-d970-4061-adfa-96a41a30a097\", \"2d57189b-dc34-4cb3-bf1e-363e8362925a\", \"ad42299a-5e10-40ba-aee8-67f68e64da74\"], \"total_duration\": 25756.0, \"total_sessions\": 9, \"mean_week_duration\": 122.648}}, {\"89259\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-14 20:44:11.000000+00:00\", \"2022-08-26 20:02:16.000000+00:00\", \"2019-08-09 00:41:37.000000+00:00\"], \"session_ids\": [\"0c592107-b192-4838-b45c-ea0c7102a1d6\", \"18f91da5-71bb-422d-afcb-5ba877b222a1\", \"768ab613-16ec-4470-8954-1967425e53a6\"], \"total_duration\": 353.0, \"total_sessions\": 3, \"mean_week_duration\": 1.961}}, {\"44199\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-08-07 08:04:39.000000+00:00\", \"2023-06-11 04:22:55.000000+00:00\"], \"session_ids\": [\"5d26af26-abc4-4b41-a224-d32a8a415331\", \"ef201e39-2b9d-4dc1-b2bd-71412b15d163\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 5.727}}, {\"5798\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-07 07:40:28.000000+00:00\", \"2021-12-11 07:00:35.000000+00:00\"], \"session_ids\": [\"12cd03c8-454d-489a-971b-1848d52865cf\", \"02f8f639-8245-4071-8a79-7aefff888e55\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}, {\"74879\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-06 11:11:18.000000+00:00\", \"2023-03-06 14:21:32.000000+00:00\"], \"session_ids\": [\"09a656fe-e9d8-4c95-82d9-96df4010078f\", \"14263c9a-ea58-4102-abb9-162cec8c4598\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 4.087}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17770\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-09 17:29:44.000000+00:00\", \"2021-06-19 08:54:57.000000+00:00\"], \"session_ids\": [\"ff0921dc-0e56-4ba6-abe0-0b46ae4cf491\", \"3e5ae828-77f6-4703-8f03-8693556a0498\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.988}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17770\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-09 17:29:44.000000+00:00\", \"2021-06-19 08:54:57.000000+00:00\"], \"session_ids\": [\"ff0921dc-0e56-4ba6-abe0-0b46ae4cf491\", \"3e5ae828-77f6-4703-8f03-8693556a0498\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.988}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about user whose average of total time spent in the app per week is strictly smaller than 2 and strictly bigger than 46 (both not including) additionaly implement sorting by city name from the smallest value to the largest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38582\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-04-10 22:07:08.000000+00:00\", \"2020-04-16 17:40:57.000000+00:00\", \"2022-08-26 02:29:53.000000+00:00\"], \"session_ids\": [\"80bce0b6-367f-4777-b039-51de5edf585e\", \"26b9ab83-9c72-4e69-9bf0-520ab2e6ae11\", \"baf907f9-d989-4902-983e-df0b3f1aeda8\"], \"total_duration\": 500.0, \"total_sessions\": 3, \"mean_week_duration\": 4.065}, \"95450\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-25 12:17:36.000000+00:00\", \"2019-07-24 01:50:03.000000+00:00\"], \"session_ids\": [\"3a1a558c-8939-4755-8b44-7a0e8c197f8a\", \"ba42d1f4-136f-48c8-96dc-f44f1254d869\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.14}, \"19196\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-06-23 01:15:45.000000+00:00\", \"2022-03-02 06:29:45.000000+00:00\"], \"session_ids\": [\"dc786394-ac78-4193-8d7d-9bf1b84d2613\", \"1729ef00-9e98-407c-9e0f-ad0a78090a71\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 0.972}, \"33593\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"London\", \"datetimes\": [\"2021-04-09 00:11:33.000000+00:00\", \"2019-09-05 13:07:36.000000+00:00\", \"2022-01-19 13:43:01.000000+00:00\", \"2022-03-02 22:22:39.000000+00:00\", \"2022-03-08 23:31:14.000000+00:00\"], \"session_ids\": [\"053d0b7d-0756-4420-9803-00afb48b7884\", \"7ff73892-d895-4a94-8799-fe6e23ccfd7e\", \"0405b5f2-409f-4c8f-9209-04ac896f1bb6\", \"1b4bd093-8ebb-4975-bf97-77bcb80f33e5\", \"07f1a905-448d-432f-b423-8f81d23b35bf\"], \"total_duration\": 96.0, \"total_sessions\": 5, \"mean_week_duration\": 0.733}, \"89063\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-10-02 17:23:18.000000+00:00\", \"2023-05-11 01:04:56.000000+00:00\"], \"session_ids\": [\"97b42537-c49a-4653-90a9-5ee93f9a1a9a\", \"db0b4466-bdcf-4f58-9674-881bfbb967a2\"], \"total_duration\": 468.0, \"total_sessions\": 2, \"mean_week_duration\": 2.489}, \"68655\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-11-10 17:03:58.000000+00:00\", \"2019-08-08 16:01:09.000000+00:00\", \"2019-02-15 07:09:59.000000+00:00\"], \"session_ids\": [\"4863833f-93c5-4fcd-93ac-8f94df902608\", \"1c96a9e3-ce4d-4981-bcf6-e8bf20b8ac66\", \"c4b6bf8a-a08b-4b21-9269-1bd52d35d8dd\"], \"total_duration\": 175.0, \"total_sessions\": 3, \"mean_week_duration\": 1.923}, \"43604\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-10 13:57:45.000000+00:00\", \"2023-05-23 10:55:38.000000+00:00\", \"2021-01-08 11:57:34.000000+00:00\", \"2021-04-18 04:31:47.000000+00:00\"], \"session_ids\": [\"6b4b40a5-5049-48c2-b78b-36e84347202d\", \"cb199083-f48e-4d2e-bec3-fb05696c7b8a\", \"b9827f33-62c1-438f-b407-2373f1d943d1\", \"3454c746-d70d-490f-b6fe-15693b78d305\"], \"total_duration\": 79.0, \"total_sessions\": 4, \"mean_week_duration\": 0.637}, \"38547\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-06 05:22:31.000000+00:00\", \"2021-07-13 23:16:36.000000+00:00\", \"2021-11-14 23:45:21.000000+00:00\"], \"session_ids\": [\"769731c7-4343-41df-bdde-cac5a739fcdf\", \"60db1d3a-14c8-47bc-897d-ca40272ee39f\", \"4ea5bdca-5e45-4a23-afe2-07884c8eeba3\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 1.333}, \"74554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 7, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-12 08:31:47.000000+00:00\", \"2023-06-06 04:15:04.000000+00:00\"], \"session_ids\": [\"d851c9ff-eac0-41fa-a0ac-9388a71344c6\", \"05d2bc34-a291-41aa-8b70-e47cf7440958\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.407}, \"17432\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-04 23:09:06.000000+00:00\", \"2020-01-29 12:44:32.000000+00:00\"], \"session_ids\": [\"b63ec49c-7ff5-4761-965d-5ca37138a4f2\", \"934325d8-b3e7-4751-ad53-b8325698824d\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 27.846}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 2 and are greater than 46"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[2, 46]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"95450\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-25 12:17:36.000000+00:00\", \"2019-07-24 01:50:03.000000+00:00\"], \"session_ids\": [\"3a1a558c-8939-4755-8b44-7a0e8c197f8a\", \"ba42d1f4-136f-48c8-96dc-f44f1254d869\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.14}, \"19196\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-06-23 01:15:45.000000+00:00\", \"2022-03-02 06:29:45.000000+00:00\"], \"session_ids\": [\"dc786394-ac78-4193-8d7d-9bf1b84d2613\", \"1729ef00-9e98-407c-9e0f-ad0a78090a71\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 0.972}, \"33593\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"London\", \"datetimes\": [\"2021-04-09 00:11:33.000000+00:00\", \"2019-09-05 13:07:36.000000+00:00\", \"2022-01-19 13:43:01.000000+00:00\", \"2022-03-02 22:22:39.000000+00:00\", \"2022-03-08 23:31:14.000000+00:00\"], \"session_ids\": [\"053d0b7d-0756-4420-9803-00afb48b7884\", \"7ff73892-d895-4a94-8799-fe6e23ccfd7e\", \"0405b5f2-409f-4c8f-9209-04ac896f1bb6\", \"1b4bd093-8ebb-4975-bf97-77bcb80f33e5\", \"07f1a905-448d-432f-b423-8f81d23b35bf\"], \"total_duration\": 96.0, \"total_sessions\": 5, \"mean_week_duration\": 0.733}, \"68655\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-11-10 17:03:58.000000+00:00\", \"2019-08-08 16:01:09.000000+00:00\", \"2019-02-15 07:09:59.000000+00:00\"], \"session_ids\": [\"4863833f-93c5-4fcd-93ac-8f94df902608\", \"1c96a9e3-ce4d-4981-bcf6-e8bf20b8ac66\", \"c4b6bf8a-a08b-4b21-9269-1bd52d35d8dd\"], \"total_duration\": 175.0, \"total_sessions\": 3, \"mean_week_duration\": 1.923}, \"43604\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-10 13:57:45.000000+00:00\", \"2023-05-23 10:55:38.000000+00:00\", \"2021-01-08 11:57:34.000000+00:00\", \"2021-04-18 04:31:47.000000+00:00\"], \"session_ids\": [\"6b4b40a5-5049-48c2-b78b-36e84347202d\", \"cb199083-f48e-4d2e-bec3-fb05696c7b8a\", \"b9827f33-62c1-438f-b407-2373f1d943d1\", \"3454c746-d70d-490f-b6fe-15693b78d305\"], \"total_duration\": 79.0, \"total_sessions\": 4, \"mean_week_duration\": 0.637}, \"38547\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-06 05:22:31.000000+00:00\", \"2021-07-13 23:16:36.000000+00:00\", \"2021-11-14 23:45:21.000000+00:00\"], \"session_ids\": [\"769731c7-4343-41df-bdde-cac5a739fcdf\", \"60db1d3a-14c8-47bc-897d-ca40272ee39f\", \"4ea5bdca-5e45-4a23-afe2-07884c8eeba3\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 1.333}, \"74554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 7, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-12 08:31:47.000000+00:00\", \"2023-06-06 04:15:04.000000+00:00\"], \"session_ids\": [\"d851c9ff-eac0-41fa-a0ac-9388a71344c6\", \"05d2bc34-a291-41aa-8b70-e47cf7440958\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.407}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"95450\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-25 12:17:36.000000+00:00\", \"2019-07-24 01:50:03.000000+00:00\"], \"session_ids\": [\"3a1a558c-8939-4755-8b44-7a0e8c197f8a\", \"ba42d1f4-136f-48c8-96dc-f44f1254d869\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.14}}, {\"68655\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-11-10 17:03:58.000000+00:00\", \"2019-08-08 16:01:09.000000+00:00\", \"2019-02-15 07:09:59.000000+00:00\"], \"session_ids\": [\"4863833f-93c5-4fcd-93ac-8f94df902608\", \"1c96a9e3-ce4d-4981-bcf6-e8bf20b8ac66\", \"c4b6bf8a-a08b-4b21-9269-1bd52d35d8dd\"], \"total_duration\": 175.0, \"total_sessions\": 3, \"mean_week_duration\": 1.923}}, {\"74554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 7, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-12 08:31:47.000000+00:00\", \"2023-06-06 04:15:04.000000+00:00\"], \"session_ids\": [\"d851c9ff-eac0-41fa-a0ac-9388a71344c6\", \"05d2bc34-a291-41aa-8b70-e47cf7440958\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.407}}, {\"33593\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"London\", \"datetimes\": [\"2021-04-09 00:11:33.000000+00:00\", \"2019-09-05 13:07:36.000000+00:00\", \"2022-01-19 13:43:01.000000+00:00\", \"2022-03-02 22:22:39.000000+00:00\", \"2022-03-08 23:31:14.000000+00:00\"], \"session_ids\": [\"053d0b7d-0756-4420-9803-00afb48b7884\", \"7ff73892-d895-4a94-8799-fe6e23ccfd7e\", \"0405b5f2-409f-4c8f-9209-04ac896f1bb6\", \"1b4bd093-8ebb-4975-bf97-77bcb80f33e5\", \"07f1a905-448d-432f-b423-8f81d23b35bf\"], \"total_duration\": 96.0, \"total_sessions\": 5, \"mean_week_duration\": 0.733}}, {\"19196\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-06-23 01:15:45.000000+00:00\", \"2022-03-02 06:29:45.000000+00:00\"], \"session_ids\": [\"dc786394-ac78-4193-8d7d-9bf1b84d2613\", \"1729ef00-9e98-407c-9e0f-ad0a78090a71\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 0.972}}, {\"38547\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-06 05:22:31.000000+00:00\", \"2021-07-13 23:16:36.000000+00:00\", \"2021-11-14 23:45:21.000000+00:00\"], \"session_ids\": [\"769731c7-4343-41df-bdde-cac5a739fcdf\", \"60db1d3a-14c8-47bc-897d-ca40272ee39f\", \"4ea5bdca-5e45-4a23-afe2-07884c8eeba3\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 1.333}}, {\"43604\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-10 13:57:45.000000+00:00\", \"2023-05-23 10:55:38.000000+00:00\", \"2021-01-08 11:57:34.000000+00:00\", \"2021-04-18 04:31:47.000000+00:00\"], \"session_ids\": [\"6b4b40a5-5049-48c2-b78b-36e84347202d\", \"cb199083-f48e-4d2e-bec3-fb05696c7b8a\", \"b9827f33-62c1-438f-b407-2373f1d943d1\", \"3454c746-d70d-490f-b6fe-15693b78d305\"], \"total_duration\": 79.0, \"total_sessions\": 4, \"mean_week_duration\": 0.637}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"95450\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-25 12:17:36.000000+00:00\", \"2019-07-24 01:50:03.000000+00:00\"], \"session_ids\": [\"3a1a558c-8939-4755-8b44-7a0e8c197f8a\", \"ba42d1f4-136f-48c8-96dc-f44f1254d869\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.14}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"95450\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-25 12:17:36.000000+00:00\", \"2019-07-24 01:50:03.000000+00:00\"], \"session_ids\": [\"3a1a558c-8939-4755-8b44-7a0e8c197f8a\", \"ba42d1f4-136f-48c8-96dc-f44f1254d869\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.14}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about users whose total duration amount is same as 735 + sort by total duration form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"86802\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-10 04:25:57.000000+00:00\", \"2021-08-02 15:34:00.000000+00:00\"], \"session_ids\": [\"3c2ef735-3086-4486-a6c0-78717eee996d\", \"626f0fa2-115c-4bb6-ba05-44ac9a836ef3\"], \"total_duration\": 300.0, \"total_sessions\": 2, \"mean_week_duration\": 2.679}, \"65859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-06-08 09:52:31.000000+00:00\", \"2023-04-16 23:57:15.000000+00:00\"], \"session_ids\": [\"feebe936-5eaf-4984-bebc-e6f713e7cae2\", \"355f02a5-9619-4cab-8ba9-01ad602c9556\"], \"total_duration\": 464.0, \"total_sessions\": 2, \"mean_week_duration\": 10.311}, \"13008\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-15 20:45:28.000000+00:00\", \"2022-10-14 10:37:28.000000+00:00\", \"2021-07-25 11:41:42.000000+00:00\", \"2022-11-12 03:32:52.000000+00:00\", \"2021-05-14 22:22:34.000000+00:00\", \"2020-01-11 15:12:22.000000+00:00\", \"2021-12-14 05:31:09.000000+00:00\", \"2022-07-01 19:19:13.000000+00:00\", \"2021-11-18 03:56:34.000000+00:00\", \"2022-08-28 19:28:38.000000+00:00\"], \"session_ids\": [\"83072dff-b302-46a5-912e-6d71e50bed99\", \"8f1603be-cd2d-44c6-868c-2f193ad41520\", \"996a5db1-20a7-45f5-8115-b4a612d8f3aa\", \"cc54e0bc-4b10-4503-b318-ab199182eca8\", \"f7a09efb-507a-4343-aae6-91df1582a8a7\", \"dd491ffc-8480-41a5-a2ad-d9454a0215bb\", \"3b6e3a12-415d-41e5-9439-0e4340f743f0\", \"e35a437f-e88c-4e21-8931-fd59e5e6f731\", \"710de10d-7395-4bb4-9df0-cb302f25c4f1\", \"2e71b5cb-29f2-4c41-8fc6-255ba7ab174f\"], \"total_duration\": 13400.0, \"total_sessions\": 10, \"mean_week_duration\": 83.23}, \"89553\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-03-09 17:07:51.000000+00:00\", \"2022-06-22 12:37:58.000000+00:00\", \"2022-02-05 03:23:25.000000+00:00\"], \"session_ids\": [\"157abc8a-6d90-4f6d-a0c1-b8d3ae898540\", \"cc9125ef-eec4-4a32-ace7-fe16a4dfa5a6\", \"31aeb5ef-c41f-4d18-bbf3-be945a39b249\"], \"total_duration\": 307.0, \"total_sessions\": 3, \"mean_week_duration\": 2.558}, \"65848\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-05 04:51:47.000000+00:00\", \"2021-04-01 21:43:28.000000+00:00\"], \"session_ids\": [\"76f0194e-c86a-4496-bebd-2bbd6aa18e1c\", \"d0b0e947-d51c-44dd-8341-fd8e396cb940\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.183}, \"10361\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-10-02 19:26:05.000000+00:00\", \"2021-10-07 13:56:42.000000+00:00\"], \"session_ids\": [\"bfd18d7f-8b75-4b7d-987a-caee30746f9f\", \"f4de22b3-80ef-41ec-a49c-27e8606b35aa\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 0.943}, \"6900\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-29 19:12:53.000000+00:00\", \"2022-10-26 23:56:59.000000+00:00\"], \"session_ids\": [\"928f0e9d-347d-45ae-ba7c-4a64d0839eab\", \"84d33139-cb51-4792-af50-a76ed726dc65\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 4.431}, \"12845\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-14 10:50:11.000000+00:00\", \"2021-09-01 15:08:27.000000+00:00\"], \"session_ids\": [\"d0ecf649-c04c-4ed8-8e45-c9677f1c2d77\", \"964bd19a-8c39-46fb-80d4-9db172935423\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 3.153}, \"38175\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-08-05 07:32:55.000000+00:00\", \"2022-10-22 18:28:26.000000+00:00\", \"2021-05-05 03:32:11.000000+00:00\", \"2021-08-30 18:50:52.000000+00:00\", \"2021-12-28 21:46:56.000000+00:00\", \"2021-08-27 17:10:31.000000+00:00\", \"2022-04-09 01:27:02.000000+00:00\", \"2020-05-21 04:11:30.000000+00:00\", \"2022-06-04 14:39:01.000000+00:00\", \"2022-03-25 16:12:08.000000+00:00\", \"2019-09-24 06:17:06.000000+00:00\"], \"session_ids\": [\"507303a4-e1b2-4254-8408-3333bb967e34\", \"11179d03-cf22-401c-b718-1a78da55a930\", \"da3e2fd5-4c46-48dd-b381-eda4ea2f39ba\", \"59de9f68-f938-4e55-a295-47f9d9e345b9\", \"109ffcc2-5461-4e3d-ba11-7708b2a01e15\", \"c5cc31c7-8e71-4d9e-8182-6f4b8089f59f\", \"2e1c3261-22b9-477b-ad15-09d3978afba1\", \"0b5e28c1-68d8-423f-8e86-54ddd0b326f5\", \"750431a6-be5c-4d75-98d4-0dbd4eb3fc01\", \"f332c23b-4e9f-40d0-b552-2dbe8ce60a7d\", \"40ffbee7-4927-4346-b9c9-e272b695ebcf\"], \"total_duration\": 167.0, \"total_sessions\": 11, \"mean_week_duration\": 1.037}, \"77574\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-04 07:04:20.000000+00:00\", \"2021-04-30 08:46:15.000000+00:00\", \"2022-07-30 18:31:39.000000+00:00\", \"2022-06-05 01:11:00.000000+00:00\", \"2019-11-07 14:28:24.000000+00:00\", \"2019-04-17 23:53:48.000000+00:00\", \"2021-04-28 18:50:06.000000+00:00\"], \"session_ids\": [\"842c386a-4c81-4faf-862a-78cf843c5dfb\", \"21f30dbf-49da-45bc-8b4f-08ca05a44eeb\", \"052c78b8-6952-4ebe-9720-1de4ed7a74d6\", \"0b1b6cd2-ef5d-413d-aaee-9694d7e93abe\", \"2a2fb085-069d-482f-8403-fb76091ba040\", \"7ca586fe-a48f-453d-b18d-affbda94873f\", \"7b2d529f-888e-49fb-915a-b035fa036704\"], \"total_duration\": 1811.0, \"total_sessions\": 7, \"mean_week_duration\": 10.529}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are 735"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[735, 4494]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into users with a site usage time per week that is above 35 and below 3 + implement sorting by sum of duration of sessions per week decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"58432\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-13 08:10:51.000000+00:00\", \"2022-12-20 01:20:01.000000+00:00\", \"2022-02-06 19:03:30.000000+00:00\", \"2019-05-26 06:17:31.000000+00:00\"], \"session_ids\": [\"10d96108-e116-4ee2-9923-7d963ad01baa\", \"70087775-c746-48eb-81ab-c5c36e83ad61\", \"9bcc99e8-ac0e-4122-8c12-36a46f803455\", \"00302910-c70b-45fe-b244-d2999dd1a368\"], \"total_duration\": 386.0, \"total_sessions\": 4, \"mean_week_duration\": 2.064}, \"87731\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-10 12:09:49.000000+00:00\", \"2023-02-26 10:22:26.000000+00:00\"], \"session_ids\": [\"b7f7f105-5c98-4014-bb67-82365840b50f\", \"3f03724e-b170-49eb-85d1-b0a918466285\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}, \"29276\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2020-03-29 11:03:19.000000+00:00\", \"2019-10-02 12:00:14.000000+00:00\", \"2021-06-26 13:28:16.000000+00:00\", \"2019-03-11 02:07:11.000000+00:00\"], \"session_ids\": [\"1824ce2c-b269-4d4d-a91e-9d4519d861aa\", \"de7982ce-314e-4e9b-b748-fa2e468979b4\", \"e317be23-7736-4cc5-8a14-05c2a2a55d04\", \"1bb471b3-badc-45ac-8870-83bfc0464b23\"], \"total_duration\": 77.0, \"total_sessions\": 4, \"mean_week_duration\": 0.642}, \"2784\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-09-22 21:32:04.000000+00:00\", \"2021-09-24 16:59:59.000000+00:00\", \"2022-01-07 14:21:24.000000+00:00\"], \"session_ids\": [\"05b5d973-8b53-41e4-a929-815a4ff1cce6\", \"4a6953fc-6cbe-4eb9-9f1e-e25e72359b6c\", \"84125b38-f97a-4835-9299-4f8fa4b45c96\"], \"total_duration\": 418.0, \"total_sessions\": 3, \"mean_week_duration\": 6.147}, \"88133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-17 03:24:30.000000+00:00\", \"2019-07-16 12:26:39.000000+00:00\"], \"session_ids\": [\"094b17e1-bce3-4890-bbbf-c4f0bc31d37e\", \"d3c1f641-1421-40a6-952d-170725cc57a1\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.084}, \"9155\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-07 14:31:58.000000+00:00\", \"2023-05-07 07:08:29.000000+00:00\", \"2021-07-02 23:53:51.000000+00:00\"], \"session_ids\": [\"3cc31f6b-3513-48fb-a56e-3d1541f072f2\", \"fdfcb699-7993-448e-980d-39ceb1a54db1\", \"c0c8e37e-0fb3-4ebd-83fe-745d376b34d6\"], \"total_duration\": 38.0, \"total_sessions\": 3, \"mean_week_duration\": 0.23}, \"78750\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-08 01:13:07.000000+00:00\", \"2019-03-02 22:19:54.000000+00:00\", \"2019-01-28 14:06:35.000000+00:00\"], \"session_ids\": [\"31410994-17bc-431a-bab7-7a78fe489e8b\", \"60973cf7-3deb-4a39-bf29-c367c587658c\", \"3ee39e37-16a8-43ed-8a2f-34f02f6af71e\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.2}, \"51954\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-29 22:08:32.000000+00:00\", \"2022-02-17 18:53:02.000000+00:00\", \"2022-10-19 16:33:04.000000+00:00\"], \"session_ids\": [\"c8b4b7e1-ef50-4285-ab4c-0b979f56cfbe\", \"d5a3d76b-b9da-47b7-941a-973bdacf75f1\", \"7a0e761e-6e33-4312-a62d-964e43eaeda3\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.207}, \"98856\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-17 15:23:47.000000+00:00\", \"2021-01-25 04:21:08.000000+00:00\"], \"session_ids\": [\"bdb65d4d-8dcf-4cb8-9225-ef24eb34fafb\", \"ba1bab54-38af-47cd-b79d-a38a516cf403\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.476}, \"69768\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-24 18:53:10.000000+00:00\", \"2020-09-17 08:46:36.000000+00:00\"], \"session_ids\": [\"03276645-4cd6-4167-9dc8-e97eecf7cf5a\", \"5d69c9e1-5ca9-4993-9270-d63ef3a6913e\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 102.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or less than 3 and are equal or greater than 35"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[3, 35]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"58432\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-13 08:10:51.000000+00:00\", \"2022-12-20 01:20:01.000000+00:00\", \"2022-02-06 19:03:30.000000+00:00\", \"2019-05-26 06:17:31.000000+00:00\"], \"session_ids\": [\"10d96108-e116-4ee2-9923-7d963ad01baa\", \"70087775-c746-48eb-81ab-c5c36e83ad61\", \"9bcc99e8-ac0e-4122-8c12-36a46f803455\", \"00302910-c70b-45fe-b244-d2999dd1a368\"], \"total_duration\": 386.0, \"total_sessions\": 4, \"mean_week_duration\": 2.064}, \"87731\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-10 12:09:49.000000+00:00\", \"2023-02-26 10:22:26.000000+00:00\"], \"session_ids\": [\"b7f7f105-5c98-4014-bb67-82365840b50f\", \"3f03724e-b170-49eb-85d1-b0a918466285\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}, \"29276\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2020-03-29 11:03:19.000000+00:00\", \"2019-10-02 12:00:14.000000+00:00\", \"2021-06-26 13:28:16.000000+00:00\", \"2019-03-11 02:07:11.000000+00:00\"], \"session_ids\": [\"1824ce2c-b269-4d4d-a91e-9d4519d861aa\", \"de7982ce-314e-4e9b-b748-fa2e468979b4\", \"e317be23-7736-4cc5-8a14-05c2a2a55d04\", \"1bb471b3-badc-45ac-8870-83bfc0464b23\"], \"total_duration\": 77.0, \"total_sessions\": 4, \"mean_week_duration\": 0.642}, \"88133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-17 03:24:30.000000+00:00\", \"2019-07-16 12:26:39.000000+00:00\"], \"session_ids\": [\"094b17e1-bce3-4890-bbbf-c4f0bc31d37e\", \"d3c1f641-1421-40a6-952d-170725cc57a1\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.084}, \"9155\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-07 14:31:58.000000+00:00\", \"2023-05-07 07:08:29.000000+00:00\", \"2021-07-02 23:53:51.000000+00:00\"], \"session_ids\": [\"3cc31f6b-3513-48fb-a56e-3d1541f072f2\", \"fdfcb699-7993-448e-980d-39ceb1a54db1\", \"c0c8e37e-0fb3-4ebd-83fe-745d376b34d6\"], \"total_duration\": 38.0, \"total_sessions\": 3, \"mean_week_duration\": 0.23}, \"78750\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-08 01:13:07.000000+00:00\", \"2019-03-02 22:19:54.000000+00:00\", \"2019-01-28 14:06:35.000000+00:00\"], \"session_ids\": [\"31410994-17bc-431a-bab7-7a78fe489e8b\", \"60973cf7-3deb-4a39-bf29-c367c587658c\", \"3ee39e37-16a8-43ed-8a2f-34f02f6af71e\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.2}, \"51954\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-29 22:08:32.000000+00:00\", \"2022-02-17 18:53:02.000000+00:00\", \"2022-10-19 16:33:04.000000+00:00\"], \"session_ids\": [\"c8b4b7e1-ef50-4285-ab4c-0b979f56cfbe\", \"d5a3d76b-b9da-47b7-941a-973bdacf75f1\", \"7a0e761e-6e33-4312-a62d-964e43eaeda3\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.207}, \"98856\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-17 15:23:47.000000+00:00\", \"2021-01-25 04:21:08.000000+00:00\"], \"session_ids\": [\"bdb65d4d-8dcf-4cb8-9225-ef24eb34fafb\", \"ba1bab54-38af-47cd-b79d-a38a516cf403\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.476}, \"69768\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-24 18:53:10.000000+00:00\", \"2020-09-17 08:46:36.000000+00:00\"], \"session_ids\": [\"03276645-4cd6-4167-9dc8-e97eecf7cf5a\", \"5d69c9e1-5ca9-4993-9270-d63ef3a6913e\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 102.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"69768\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-24 18:53:10.000000+00:00\", \"2020-09-17 08:46:36.000000+00:00\"], \"session_ids\": [\"03276645-4cd6-4167-9dc8-e97eecf7cf5a\", \"5d69c9e1-5ca9-4993-9270-d63ef3a6913e\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 102.0}}, {\"58432\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-13 08:10:51.000000+00:00\", \"2022-12-20 01:20:01.000000+00:00\", \"2022-02-06 19:03:30.000000+00:00\", \"2019-05-26 06:17:31.000000+00:00\"], \"session_ids\": [\"10d96108-e116-4ee2-9923-7d963ad01baa\", \"70087775-c746-48eb-81ab-c5c36e83ad61\", \"9bcc99e8-ac0e-4122-8c12-36a46f803455\", \"00302910-c70b-45fe-b244-d2999dd1a368\"], \"total_duration\": 386.0, \"total_sessions\": 4, \"mean_week_duration\": 2.064}}, {\"88133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-17 03:24:30.000000+00:00\", \"2019-07-16 12:26:39.000000+00:00\"], \"session_ids\": [\"094b17e1-bce3-4890-bbbf-c4f0bc31d37e\", \"d3c1f641-1421-40a6-952d-170725cc57a1\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.084}}, {\"29276\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2020-03-29 11:03:19.000000+00:00\", \"2019-10-02 12:00:14.000000+00:00\", \"2021-06-26 13:28:16.000000+00:00\", \"2019-03-11 02:07:11.000000+00:00\"], \"session_ids\": [\"1824ce2c-b269-4d4d-a91e-9d4519d861aa\", \"de7982ce-314e-4e9b-b748-fa2e468979b4\", \"e317be23-7736-4cc5-8a14-05c2a2a55d04\", \"1bb471b3-badc-45ac-8870-83bfc0464b23\"], \"total_duration\": 77.0, \"total_sessions\": 4, \"mean_week_duration\": 0.642}}, {\"98856\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-17 15:23:47.000000+00:00\", \"2021-01-25 04:21:08.000000+00:00\"], \"session_ids\": [\"bdb65d4d-8dcf-4cb8-9225-ef24eb34fafb\", \"ba1bab54-38af-47cd-b79d-a38a516cf403\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.476}}, {\"87731\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-10 12:09:49.000000+00:00\", \"2023-02-26 10:22:26.000000+00:00\"], \"session_ids\": [\"b7f7f105-5c98-4014-bb67-82365840b50f\", \"3f03724e-b170-49eb-85d1-b0a918466285\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}}, {\"9155\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-07 14:31:58.000000+00:00\", \"2023-05-07 07:08:29.000000+00:00\", \"2021-07-02 23:53:51.000000+00:00\"], \"session_ids\": [\"3cc31f6b-3513-48fb-a56e-3d1541f072f2\", \"fdfcb699-7993-448e-980d-39ceb1a54db1\", \"c0c8e37e-0fb3-4ebd-83fe-745d376b34d6\"], \"total_duration\": 38.0, \"total_sessions\": 3, \"mean_week_duration\": 0.23}}, {\"51954\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-29 22:08:32.000000+00:00\", \"2022-02-17 18:53:02.000000+00:00\", \"2022-10-19 16:33:04.000000+00:00\"], \"session_ids\": [\"c8b4b7e1-ef50-4285-ab4c-0b979f56cfbe\", \"d5a3d76b-b9da-47b7-941a-973bdacf75f1\", \"7a0e761e-6e33-4312-a62d-964e43eaeda3\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.207}}, {\"78750\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-08 01:13:07.000000+00:00\", \"2019-03-02 22:19:54.000000+00:00\", \"2019-01-28 14:06:35.000000+00:00\"], \"session_ids\": [\"31410994-17bc-431a-bab7-7a78fe489e8b\", \"60973cf7-3deb-4a39-bf29-c367c587658c\", \"3ee39e37-16a8-43ed-8a2f-34f02f6af71e\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.2}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"69768\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-24 18:53:10.000000+00:00\", \"2020-09-17 08:46:36.000000+00:00\"], \"session_ids\": [\"03276645-4cd6-4167-9dc8-e97eecf7cf5a\", \"5d69c9e1-5ca9-4993-9270-d63ef3a6913e\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 102.0}}, {\"58432\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-13 08:10:51.000000+00:00\", \"2022-12-20 01:20:01.000000+00:00\", \"2022-02-06 19:03:30.000000+00:00\", \"2019-05-26 06:17:31.000000+00:00\"], \"session_ids\": [\"10d96108-e116-4ee2-9923-7d963ad01baa\", \"70087775-c746-48eb-81ab-c5c36e83ad61\", \"9bcc99e8-ac0e-4122-8c12-36a46f803455\", \"00302910-c70b-45fe-b244-d2999dd1a368\"], \"total_duration\": 386.0, \"total_sessions\": 4, \"mean_week_duration\": 2.064}}, {\"88133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-17 03:24:30.000000+00:00\", \"2019-07-16 12:26:39.000000+00:00\"], \"session_ids\": [\"094b17e1-bce3-4890-bbbf-c4f0bc31d37e\", \"d3c1f641-1421-40a6-952d-170725cc57a1\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 1.084}}, {\"29276\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2020-03-29 11:03:19.000000+00:00\", \"2019-10-02 12:00:14.000000+00:00\", \"2021-06-26 13:28:16.000000+00:00\", \"2019-03-11 02:07:11.000000+00:00\"], \"session_ids\": [\"1824ce2c-b269-4d4d-a91e-9d4519d861aa\", \"de7982ce-314e-4e9b-b748-fa2e468979b4\", \"e317be23-7736-4cc5-8a14-05c2a2a55d04\", \"1bb471b3-badc-45ac-8870-83bfc0464b23\"], \"total_duration\": 77.0, \"total_sessions\": 4, \"mean_week_duration\": 0.642}}, {\"98856\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-06-17 15:23:47.000000+00:00\", \"2021-01-25 04:21:08.000000+00:00\"], \"session_ids\": [\"bdb65d4d-8dcf-4cb8-9225-ef24eb34fafb\", \"ba1bab54-38af-47cd-b79d-a38a516cf403\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.476}}, {\"87731\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-10 12:09:49.000000+00:00\", \"2023-02-26 10:22:26.000000+00:00\"], \"session_ids\": [\"b7f7f105-5c98-4014-bb67-82365840b50f\", \"3f03724e-b170-49eb-85d1-b0a918466285\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}}, {\"9155\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-07 14:31:58.000000+00:00\", \"2023-05-07 07:08:29.000000+00:00\", \"2021-07-02 23:53:51.000000+00:00\"], \"session_ids\": [\"3cc31f6b-3513-48fb-a56e-3d1541f072f2\", \"fdfcb699-7993-448e-980d-39ceb1a54db1\", \"c0c8e37e-0fb3-4ebd-83fe-745d376b34d6\"], \"total_duration\": 38.0, \"total_sessions\": 3, \"mean_week_duration\": 0.23}}, {\"51954\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-06-29 22:08:32.000000+00:00\", \"2022-02-17 18:53:02.000000+00:00\", \"2022-10-19 16:33:04.000000+00:00\"], \"session_ids\": [\"c8b4b7e1-ef50-4285-ab4c-0b979f56cfbe\", \"d5a3d76b-b9da-47b7-941a-973bdacf75f1\", \"7a0e761e-6e33-4312-a62d-964e43eaeda3\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.207}}, {\"78750\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-08 01:13:07.000000+00:00\", \"2019-03-02 22:19:54.000000+00:00\", \"2019-01-28 14:06:35.000000+00:00\"], \"session_ids\": [\"31410994-17bc-431a-bab7-7a78fe489e8b\", \"60973cf7-3deb-4a39-bf29-c367c587658c\", \"3ee39e37-16a8-43ed-8a2f-34f02f6af71e\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.2}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about 8 users with a duration total that is <= 1008 additionaly perform sorting by city name risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49699\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-05-13 07:25:27.000000+00:00\", \"2020-03-05 03:57:26.000000+00:00\", \"2022-03-05 03:23:36.000000+00:00\", \"2021-01-05 11:08:00.000000+00:00\"], \"session_ids\": [\"2259155b-6947-45d5-bad1-dac4b17c76da\", \"95bb7cf9-b149-46a2-a158-5090657abbc8\", \"7524b269-65ed-439f-ad68-76da1249ba81\", \"c14975c6-ea44-4d02-97f4-ad58a38ea3aa\"], \"total_duration\": 397.0, \"total_sessions\": 4, \"mean_week_duration\": 3.781}, \"34923\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-13 14:54:49.000000+00:00\", \"2021-02-19 12:50:19.000000+00:00\", \"2019-03-09 14:14:47.000000+00:00\", \"2022-11-22 00:25:12.000000+00:00\", \"2020-09-27 09:47:42.000000+00:00\"], \"session_ids\": [\"72ac1519-f20a-4687-87c8-dd2db2f5b69d\", \"0bffd720-74bf-4c2c-b8e6-412e92e9bfca\", \"14796753-2dc2-42cb-b493-6b3e7ad54c78\", \"03628cac-a9aa-49ec-bb51-79a58dd82768\", \"3dd00f4c-9b89-46f6-9e45-8a1d7a0b7961\"], \"total_duration\": 152.0, \"total_sessions\": 5, \"mean_week_duration\": 0.784}, \"52647\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-31 04:28:30.000000+00:00\", \"2020-11-14 01:49:45.000000+00:00\"], \"session_ids\": [\"2e84f1d8-b54c-4047-ba0a-5e1302d160fb\", \"0fd8534e-0b77-4068-b49c-86d5651b38df\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 1.541}, \"61463\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-04-30 07:02:22.000000+00:00\", \"2021-01-31 09:21:13.000000+00:00\", \"2022-05-06 09:27:37.000000+00:00\", \"2020-04-22 03:42:43.000000+00:00\", \"2021-03-14 01:26:58.000000+00:00\", \"2020-06-28 06:34:20.000000+00:00\", \"2021-11-08 17:02:12.000000+00:00\"], \"session_ids\": [\"985f87bd-aadf-4654-8b2d-99b6fec4a84c\", \"1308af52-7c44-49b9-8616-81951a3afb4d\", \"3f7b3bed-ae07-4b10-a1a8-39abff1bb805\", \"0c546e0a-9579-4d1d-b608-a997bb060e0e\", \"a3df50fa-5b91-49f0-9d4c-4d83b0359bb9\", \"02e29d5b-eec7-4652-b733-94f1c0768e36\", \"ef8f05e6-903f-43b5-bcbb-1ce008830828\"], \"total_duration\": 7423.0, \"total_sessions\": 7, \"mean_week_duration\": 69.374}, \"17791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-04-01 16:42:58.000000+00:00\", \"2022-12-23 01:38:29.000000+00:00\", \"2021-02-08 14:02:39.000000+00:00\", \"2020-11-26 00:25:35.000000+00:00\", \"2023-05-09 12:56:49.000000+00:00\", \"2021-09-25 08:50:57.000000+00:00\", \"2019-04-10 02:24:25.000000+00:00\", \"2022-11-23 01:08:12.000000+00:00\", \"2023-04-16 00:36:59.000000+00:00\", \"2023-04-06 02:54:36.000000+00:00\"], \"session_ids\": [\"e321cf36-872d-45b1-af54-aec47485a0ea\", \"9de8df56-b523-4388-b059-c8217fa5a79f\", \"271b3ff0-ffc8-4220-bb09-f8420f8d81f5\", \"081795b6-132e-4228-afb1-2072f5c48d6b\", \"48587127-8721-4593-b928-6541877c619c\", \"9434087d-e37a-4f1b-85c6-6b44a28b7f1d\", \"f1fd3d67-730c-49f8-874d-d67dfd87ef13\", \"e199d091-654a-4ba6-8e95-d6899ade6c4a\", \"b5c1d184-9328-4918-b9b0-0d86d6fc3fd4\", \"0bbb0730-c901-4507-8659-b58bd288dea7\"], \"total_duration\": 23405.0, \"total_sessions\": 10, \"mean_week_duration\": 109.883}, \"1455\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-29 01:15:30.000000+00:00\", \"2022-06-22 21:23:23.000000+00:00\"], \"session_ids\": [\"d4d6adf6-16e2-4911-8e79-54150a83bfc4\", \"0eb01023-2789-421c-83ed-3bb6f4c82da7\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 121.0}, \"70662\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-16 10:19:10.000000+00:00\", \"2023-02-17 05:53:00.000000+00:00\", \"2021-02-05 00:59:24.000000+00:00\", \"2019-08-18 03:03:14.000000+00:00\", \"2022-03-28 18:03:51.000000+00:00\", \"2019-06-22 22:33:59.000000+00:00\", \"2020-11-12 20:07:59.000000+00:00\", \"2019-10-31 18:25:49.000000+00:00\", \"2020-06-03 06:26:44.000000+00:00\"], \"session_ids\": [\"dd7c2fc9-2aaa-4187-87af-d7140d1a0967\", \"aa474dfe-d043-4d71-9d65-664ed38145c7\", \"545fba21-f113-41f9-8bf0-e53461c9b62c\", \"fbe953ff-5841-4167-9326-50b8b3e84e33\", \"3ccd7280-bb5c-4738-88dc-1f5b2f0e1275\", \"369899e3-9e2f-48f4-93dd-9c243c2357c0\", \"beee7074-89f5-490e-9313-959ca21f7afa\", \"5ac50c6d-cf8d-461f-b26e-40fd78319a1a\", \"1b73781f-bdd9-4084-a304-c7cea51edf65\"], \"total_duration\": 24091.0, \"total_sessions\": 9, \"mean_week_duration\": 126.131}, \"74931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-05 10:49:48.000000+00:00\", \"2022-07-02 07:45:21.000000+00:00\", \"2021-07-07 18:16:43.000000+00:00\"], \"session_ids\": [\"09453140-2ce4-44b8-b644-5cb05bf9bea5\", \"6f03663e-7409-472b-a3c1-bae0c5dfeff6\", \"dc22bfdd-a353-4ef7-bea9-6c551f8c71bc\"], \"total_duration\": 185.0, \"total_sessions\": 3, \"mean_week_duration\": 1.927}, \"52229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-09-10 04:38:33.000000+00:00\", \"2022-05-24 11:16:53.000000+00:00\"], \"session_ids\": [\"608e1e1a-a591-4bbc-9c1b-2ad2a61d64c3\", \"9369109a-d5d4-40c4-8462-cb91d0463587\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 1.303}, \"73605\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-08-08 12:06:18.000000+00:00\", \"2022-06-30 22:56:22.000000+00:00\", \"2019-12-25 07:39:27.000000+00:00\"], \"session_ids\": [\"2545e313-1d37-4a0a-8f3f-2cfa8c0d6338\", \"7e5a227d-24a3-4ea6-8d27-7e9d49bb616f\", \"f971036a-4e46-47d6-b500-134572b69db2\"], \"total_duration\": 127.0, \"total_sessions\": 3, \"mean_week_duration\": 0.962}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 1008"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[1008, 2995]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49699\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-05-13 07:25:27.000000+00:00\", \"2020-03-05 03:57:26.000000+00:00\", \"2022-03-05 03:23:36.000000+00:00\", \"2021-01-05 11:08:00.000000+00:00\"], \"session_ids\": [\"2259155b-6947-45d5-bad1-dac4b17c76da\", \"95bb7cf9-b149-46a2-a158-5090657abbc8\", \"7524b269-65ed-439f-ad68-76da1249ba81\", \"c14975c6-ea44-4d02-97f4-ad58a38ea3aa\"], \"total_duration\": 397.0, \"total_sessions\": 4, \"mean_week_duration\": 3.781}, \"34923\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-13 14:54:49.000000+00:00\", \"2021-02-19 12:50:19.000000+00:00\", \"2019-03-09 14:14:47.000000+00:00\", \"2022-11-22 00:25:12.000000+00:00\", \"2020-09-27 09:47:42.000000+00:00\"], \"session_ids\": [\"72ac1519-f20a-4687-87c8-dd2db2f5b69d\", \"0bffd720-74bf-4c2c-b8e6-412e92e9bfca\", \"14796753-2dc2-42cb-b493-6b3e7ad54c78\", \"03628cac-a9aa-49ec-bb51-79a58dd82768\", \"3dd00f4c-9b89-46f6-9e45-8a1d7a0b7961\"], \"total_duration\": 152.0, \"total_sessions\": 5, \"mean_week_duration\": 0.784}, \"52647\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-31 04:28:30.000000+00:00\", \"2020-11-14 01:49:45.000000+00:00\"], \"session_ids\": [\"2e84f1d8-b54c-4047-ba0a-5e1302d160fb\", \"0fd8534e-0b77-4068-b49c-86d5651b38df\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 1.541}, \"1455\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-29 01:15:30.000000+00:00\", \"2022-06-22 21:23:23.000000+00:00\"], \"session_ids\": [\"d4d6adf6-16e2-4911-8e79-54150a83bfc4\", \"0eb01023-2789-421c-83ed-3bb6f4c82da7\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 121.0}, \"74931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-05 10:49:48.000000+00:00\", \"2022-07-02 07:45:21.000000+00:00\", \"2021-07-07 18:16:43.000000+00:00\"], \"session_ids\": [\"09453140-2ce4-44b8-b644-5cb05bf9bea5\", \"6f03663e-7409-472b-a3c1-bae0c5dfeff6\", \"dc22bfdd-a353-4ef7-bea9-6c551f8c71bc\"], \"total_duration\": 185.0, \"total_sessions\": 3, \"mean_week_duration\": 1.927}, \"52229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-09-10 04:38:33.000000+00:00\", \"2022-05-24 11:16:53.000000+00:00\"], \"session_ids\": [\"608e1e1a-a591-4bbc-9c1b-2ad2a61d64c3\", \"9369109a-d5d4-40c4-8462-cb91d0463587\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 1.303}, \"73605\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-08-08 12:06:18.000000+00:00\", \"2022-06-30 22:56:22.000000+00:00\", \"2019-12-25 07:39:27.000000+00:00\"], \"session_ids\": [\"2545e313-1d37-4a0a-8f3f-2cfa8c0d6338\", \"7e5a227d-24a3-4ea6-8d27-7e9d49bb616f\", \"f971036a-4e46-47d6-b500-134572b69db2\"], \"total_duration\": 127.0, \"total_sessions\": 3, \"mean_week_duration\": 0.962}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"74931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-05 10:49:48.000000+00:00\", \"2022-07-02 07:45:21.000000+00:00\", \"2021-07-07 18:16:43.000000+00:00\"], \"session_ids\": [\"09453140-2ce4-44b8-b644-5cb05bf9bea5\", \"6f03663e-7409-472b-a3c1-bae0c5dfeff6\", \"dc22bfdd-a353-4ef7-bea9-6c551f8c71bc\"], \"total_duration\": 185.0, \"total_sessions\": 3, \"mean_week_duration\": 1.927}}, {\"1455\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-29 01:15:30.000000+00:00\", \"2022-06-22 21:23:23.000000+00:00\"], \"session_ids\": [\"d4d6adf6-16e2-4911-8e79-54150a83bfc4\", \"0eb01023-2789-421c-83ed-3bb6f4c82da7\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 121.0}}, {\"34923\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-13 14:54:49.000000+00:00\", \"2021-02-19 12:50:19.000000+00:00\", \"2019-03-09 14:14:47.000000+00:00\", \"2022-11-22 00:25:12.000000+00:00\", \"2020-09-27 09:47:42.000000+00:00\"], \"session_ids\": [\"72ac1519-f20a-4687-87c8-dd2db2f5b69d\", \"0bffd720-74bf-4c2c-b8e6-412e92e9bfca\", \"14796753-2dc2-42cb-b493-6b3e7ad54c78\", \"03628cac-a9aa-49ec-bb51-79a58dd82768\", \"3dd00f4c-9b89-46f6-9e45-8a1d7a0b7961\"], \"total_duration\": 152.0, \"total_sessions\": 5, \"mean_week_duration\": 0.784}}, {\"52229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-09-10 04:38:33.000000+00:00\", \"2022-05-24 11:16:53.000000+00:00\"], \"session_ids\": [\"608e1e1a-a591-4bbc-9c1b-2ad2a61d64c3\", \"9369109a-d5d4-40c4-8462-cb91d0463587\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 1.303}}, {\"49699\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-05-13 07:25:27.000000+00:00\", \"2020-03-05 03:57:26.000000+00:00\", \"2022-03-05 03:23:36.000000+00:00\", \"2021-01-05 11:08:00.000000+00:00\"], \"session_ids\": [\"2259155b-6947-45d5-bad1-dac4b17c76da\", \"95bb7cf9-b149-46a2-a158-5090657abbc8\", \"7524b269-65ed-439f-ad68-76da1249ba81\", \"c14975c6-ea44-4d02-97f4-ad58a38ea3aa\"], \"total_duration\": 397.0, \"total_sessions\": 4, \"mean_week_duration\": 3.781}}, {\"52647\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-31 04:28:30.000000+00:00\", \"2020-11-14 01:49:45.000000+00:00\"], \"session_ids\": [\"2e84f1d8-b54c-4047-ba0a-5e1302d160fb\", \"0fd8534e-0b77-4068-b49c-86d5651b38df\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 1.541}}, {\"73605\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-08-08 12:06:18.000000+00:00\", \"2022-06-30 22:56:22.000000+00:00\", \"2019-12-25 07:39:27.000000+00:00\"], \"session_ids\": [\"2545e313-1d37-4a0a-8f3f-2cfa8c0d6338\", \"7e5a227d-24a3-4ea6-8d27-7e9d49bb616f\", \"f971036a-4e46-47d6-b500-134572b69db2\"], \"total_duration\": 127.0, \"total_sessions\": 3, \"mean_week_duration\": 0.962}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"74931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-05 10:49:48.000000+00:00\", \"2022-07-02 07:45:21.000000+00:00\", \"2021-07-07 18:16:43.000000+00:00\"], \"session_ids\": [\"09453140-2ce4-44b8-b644-5cb05bf9bea5\", \"6f03663e-7409-472b-a3c1-bae0c5dfeff6\", \"dc22bfdd-a353-4ef7-bea9-6c551f8c71bc\"], \"total_duration\": 185.0, \"total_sessions\": 3, \"mean_week_duration\": 1.927}}, {\"1455\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-29 01:15:30.000000+00:00\", \"2022-06-22 21:23:23.000000+00:00\"], \"session_ids\": [\"d4d6adf6-16e2-4911-8e79-54150a83bfc4\", \"0eb01023-2789-421c-83ed-3bb6f4c82da7\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 121.0}}, {\"34923\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-13 14:54:49.000000+00:00\", \"2021-02-19 12:50:19.000000+00:00\", \"2019-03-09 14:14:47.000000+00:00\", \"2022-11-22 00:25:12.000000+00:00\", \"2020-09-27 09:47:42.000000+00:00\"], \"session_ids\": [\"72ac1519-f20a-4687-87c8-dd2db2f5b69d\", \"0bffd720-74bf-4c2c-b8e6-412e92e9bfca\", \"14796753-2dc2-42cb-b493-6b3e7ad54c78\", \"03628cac-a9aa-49ec-bb51-79a58dd82768\", \"3dd00f4c-9b89-46f6-9e45-8a1d7a0b7961\"], \"total_duration\": 152.0, \"total_sessions\": 5, \"mean_week_duration\": 0.784}}, {\"52229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-09-10 04:38:33.000000+00:00\", \"2022-05-24 11:16:53.000000+00:00\"], \"session_ids\": [\"608e1e1a-a591-4bbc-9c1b-2ad2a61d64c3\", \"9369109a-d5d4-40c4-8462-cb91d0463587\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 1.303}}, {\"49699\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-05-13 07:25:27.000000+00:00\", \"2020-03-05 03:57:26.000000+00:00\", \"2022-03-05 03:23:36.000000+00:00\", \"2021-01-05 11:08:00.000000+00:00\"], \"session_ids\": [\"2259155b-6947-45d5-bad1-dac4b17c76da\", \"95bb7cf9-b149-46a2-a158-5090657abbc8\", \"7524b269-65ed-439f-ad68-76da1249ba81\", \"c14975c6-ea44-4d02-97f4-ad58a38ea3aa\"], \"total_duration\": 397.0, \"total_sessions\": 4, \"mean_week_duration\": 3.781}}, {\"52647\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-31 04:28:30.000000+00:00\", \"2020-11-14 01:49:45.000000+00:00\"], \"session_ids\": [\"2e84f1d8-b54c-4047-ba0a-5e1302d160fb\", \"0fd8534e-0b77-4068-b49c-86d5651b38df\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 1.541}}, {\"73605\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-08-08 12:06:18.000000+00:00\", \"2022-06-30 22:56:22.000000+00:00\", \"2019-12-25 07:39:27.000000+00:00\"], \"session_ids\": [\"2545e313-1d37-4a0a-8f3f-2cfa8c0d6338\", \"7e5a227d-24a3-4ea6-8d27-7e9d49bb616f\", \"f971036a-4e46-47d6-b500-134572b69db2\"], \"total_duration\": 127.0, \"total_sessions\": 3, \"mean_week_duration\": 0.962}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"74931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-05 10:49:48.000000+00:00\", \"2022-07-02 07:45:21.000000+00:00\", \"2021-07-07 18:16:43.000000+00:00\"], \"session_ids\": [\"09453140-2ce4-44b8-b644-5cb05bf9bea5\", \"6f03663e-7409-472b-a3c1-bae0c5dfeff6\", \"dc22bfdd-a353-4ef7-bea9-6c551f8c71bc\"], \"total_duration\": 185.0, \"total_sessions\": 3, \"mean_week_duration\": 1.927}}, {\"1455\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-29 01:15:30.000000+00:00\", \"2022-06-22 21:23:23.000000+00:00\"], \"session_ids\": [\"d4d6adf6-16e2-4911-8e79-54150a83bfc4\", \"0eb01023-2789-421c-83ed-3bb6f4c82da7\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 121.0}}, {\"34923\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-13 14:54:49.000000+00:00\", \"2021-02-19 12:50:19.000000+00:00\", \"2019-03-09 14:14:47.000000+00:00\", \"2022-11-22 00:25:12.000000+00:00\", \"2020-09-27 09:47:42.000000+00:00\"], \"session_ids\": [\"72ac1519-f20a-4687-87c8-dd2db2f5b69d\", \"0bffd720-74bf-4c2c-b8e6-412e92e9bfca\", \"14796753-2dc2-42cb-b493-6b3e7ad54c78\", \"03628cac-a9aa-49ec-bb51-79a58dd82768\", \"3dd00f4c-9b89-46f6-9e45-8a1d7a0b7961\"], \"total_duration\": 152.0, \"total_sessions\": 5, \"mean_week_duration\": 0.784}}, {\"52229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-09-10 04:38:33.000000+00:00\", \"2022-05-24 11:16:53.000000+00:00\"], \"session_ids\": [\"608e1e1a-a591-4bbc-9c1b-2ad2a61d64c3\", \"9369109a-d5d4-40c4-8462-cb91d0463587\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 1.303}}, {\"49699\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-05-13 07:25:27.000000+00:00\", \"2020-03-05 03:57:26.000000+00:00\", \"2022-03-05 03:23:36.000000+00:00\", \"2021-01-05 11:08:00.000000+00:00\"], \"session_ids\": [\"2259155b-6947-45d5-bad1-dac4b17c76da\", \"95bb7cf9-b149-46a2-a158-5090657abbc8\", \"7524b269-65ed-439f-ad68-76da1249ba81\", \"c14975c6-ea44-4d02-97f4-ad58a38ea3aa\"], \"total_duration\": 397.0, \"total_sessions\": 4, \"mean_week_duration\": 3.781}}, {\"52647\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-31 04:28:30.000000+00:00\", \"2020-11-14 01:49:45.000000+00:00\"], \"session_ids\": [\"2e84f1d8-b54c-4047-ba0a-5e1302d160fb\", \"0fd8534e-0b77-4068-b49c-86d5651b38df\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 1.541}}, {\"73605\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-08-08 12:06:18.000000+00:00\", \"2022-06-30 22:56:22.000000+00:00\", \"2019-12-25 07:39:27.000000+00:00\"], \"session_ids\": [\"2545e313-1d37-4a0a-8f3f-2cfa8c0d6338\", \"7e5a227d-24a3-4ea6-8d27-7e9d49bb616f\", \"f971036a-4e46-47d6-b500-134572b69db2\"], \"total_duration\": 127.0, \"total_sessions\": 3, \"mean_week_duration\": 0.962}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 2 users with a median of duration of sessions per week that is above 35 and below 4, exclusively 4 and 35 in addition do sorting by city title from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52891\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-09-06 11:02:15.000000+00:00\", \"2022-04-13 09:26:03.000000+00:00\", \"2019-06-25 20:22:22.000000+00:00\"], \"session_ids\": [\"95fcfb0e-59b4-4bcb-a650-56af0734803e\", \"d4ff8942-f07e-421d-9b7b-696b6d124d3b\", \"a9eaf579-c807-417b-9367-392e52a8d73d\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.199}, \"76722\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-23 15:57:29.000000+00:00\", \"2022-12-31 19:08:11.000000+00:00\", \"2022-05-01 22:56:10.000000+00:00\"], \"session_ids\": [\"df4c8b1a-eac5-4173-bfae-c22d85952581\", \"d2927f0c-daa8-41ea-894f-d52db226f902\", \"0032fb7e-7cb8-4f9e-b028-dd73c136aa2e\"], \"total_duration\": 898.0, \"total_sessions\": 3, \"mean_week_duration\": 7.016}, \"79457\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-05-01 04:34:28.000000+00:00\", \"2021-11-18 23:00:52.000000+00:00\", \"2019-09-18 17:38:26.000000+00:00\"], \"session_ids\": [\"62851e8d-83fc-4b28-8d88-53bf65907c4b\", \"dd530b68-13ba-4b69-861f-bbb44f3d200d\", \"b0f35990-62dd-4a5d-af0b-f23075afdc0e\"], \"total_duration\": 669.0, \"total_sessions\": 3, \"mean_week_duration\": 4.883}, \"66692\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-09-12 03:00:02.000000+00:00\", \"2019-09-06 23:16:50.000000+00:00\"], \"session_ids\": [\"8966803c-1373-4ba8-ae97-78f43925bfa1\", \"cec20212-c0e3-4097-9122-332be1b28e36\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 18.0}, \"65825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-07 02:51:37.000000+00:00\", \"2022-02-07 02:36:26.000000+00:00\", \"2021-01-22 05:30:45.000000+00:00\", \"2022-09-15 06:17:16.000000+00:00\"], \"session_ids\": [\"95ec252c-bafa-4a42-831f-7c486d3153e9\", \"0d562005-f1bd-452b-8ec4-142dd5a5ed7d\", \"03837627-10dd-47a2-9fad-2b2e20269fb6\", \"79146c50-41e3-4019-8c77-175bd9dcf85c\"], \"total_duration\": 148.0, \"total_sessions\": 4, \"mean_week_duration\": 1.574}, \"60773\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-07-01 22:02:38.000000+00:00\", \"2022-11-25 08:38:04.000000+00:00\"], \"session_ids\": [\"b5895043-12be-4bc8-b5f3-5ca77dce82c4\", \"d704ff67-1199-4aa5-9c1b-0b93c07129e4\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 12.571}, \"25683\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-22 20:36:18.000000+00:00\", \"2023-02-04 01:50:58.000000+00:00\", \"2020-07-29 08:44:22.000000+00:00\", \"2019-09-10 07:30:40.000000+00:00\", \"2021-06-12 15:37:27.000000+00:00\", \"2021-09-12 18:40:06.000000+00:00\", \"2020-09-25 10:53:46.000000+00:00\"], \"session_ids\": [\"fe2441a3-6e58-4e8c-86ce-3b7324a0f5c6\", \"ca3dc052-7610-4047-a0e2-3d846c6e774c\", \"5bba24a9-d0ac-4b84-9f9b-8ea451e630ea\", \"089281cd-f39c-44ad-b361-0f10b66ad9d5\", \"a236912b-11dd-42d2-aa11-0cfd84b80e54\", \"ac903ce0-00ac-4c4b-8dff-91e4aff4df9e\", \"125345b8-e609-4643-b467-261228a18faa\"], \"total_duration\": 314.0, \"total_sessions\": 7, \"mean_week_duration\": 1.764}, \"57677\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-30 16:42:17.000000+00:00\", \"2021-09-30 14:55:41.000000+00:00\", \"2022-12-06 03:36:00.000000+00:00\", \"2022-04-11 03:17:30.000000+00:00\", \"2020-12-13 10:56:23.000000+00:00\", \"2022-11-15 12:55:03.000000+00:00\", \"2019-06-22 04:21:53.000000+00:00\", \"2021-08-08 18:03:02.000000+00:00\", \"2022-06-02 21:29:06.000000+00:00\", \"2022-09-28 20:41:55.000000+00:00\"], \"session_ids\": [\"f2c0b5ca-9440-4b33-aa48-ea2e2b707b88\", \"1216dddb-0259-4baa-8971-0a15819ad586\", \"f352b947-db8d-4024-93ff-cd0d81ef99bc\", \"f0fae3a4-c02c-43aa-8456-60deb3c9204e\", \"e95f1d9f-b932-494f-8a65-df11dcd9522c\", \"f47799c9-dd75-4539-90d5-53705f191d57\", \"f4d0e5a9-1807-4c0a-8ac3-b9ea83c3667b\", \"c7cb0a5c-3642-43d4-b4ea-d75697f593f0\", \"72848dbb-5b59-486a-956f-c8c296366e40\", \"6a539c9e-85fd-48c6-a525-ec106ece00ca\"], \"total_duration\": 219.0, \"total_sessions\": 10, \"mean_week_duration\": 1.112}, \"20308\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-12-07 09:03:54.000000+00:00\", \"2019-07-14 13:43:26.000000+00:00\", \"2021-11-28 07:25:09.000000+00:00\"], \"session_ids\": [\"d430c89a-9133-484e-bbe2-cfb8376d3aec\", \"4d2e9b95-dbbc-4298-b34b-fa26a0b21ab1\", \"6e9c493d-662e-4435-adce-fbd376a27f44\"], \"total_duration\": 940.0, \"total_sessions\": 3, \"mean_week_duration\": 7.581}, \"57963\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-06-19 02:12:20.000000+00:00\", \"2019-10-06 21:17:35.000000+00:00\", \"2020-10-31 06:27:24.000000+00:00\", \"2019-01-15 13:17:23.000000+00:00\", \"2023-06-08 11:17:30.000000+00:00\"], \"session_ids\": [\"99e774c7-e1fa-4300-a19e-df9e0c35e064\", \"c2239e67-ffbc-4f99-baaa-bfcb138a8d76\", \"fee14cf2-a62b-4701-a373-cf2410755656\", \"29f4b127-e764-44c1-b2ab-9afd484587c5\", \"92cfb79c-6ffd-48c6-be93-5ce175c304a3\"], \"total_duration\": 2160.0, \"total_sessions\": 5, \"mean_week_duration\": 9.391}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 4 and are greater than 35"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[4, 35]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52891\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-09-06 11:02:15.000000+00:00\", \"2022-04-13 09:26:03.000000+00:00\", \"2019-06-25 20:22:22.000000+00:00\"], \"session_ids\": [\"95fcfb0e-59b4-4bcb-a650-56af0734803e\", \"d4ff8942-f07e-421d-9b7b-696b6d124d3b\", \"a9eaf579-c807-417b-9367-392e52a8d73d\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.199}, \"65825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-07 02:51:37.000000+00:00\", \"2022-02-07 02:36:26.000000+00:00\", \"2021-01-22 05:30:45.000000+00:00\", \"2022-09-15 06:17:16.000000+00:00\"], \"session_ids\": [\"95ec252c-bafa-4a42-831f-7c486d3153e9\", \"0d562005-f1bd-452b-8ec4-142dd5a5ed7d\", \"03837627-10dd-47a2-9fad-2b2e20269fb6\", \"79146c50-41e3-4019-8c77-175bd9dcf85c\"], \"total_duration\": 148.0, \"total_sessions\": 4, \"mean_week_duration\": 1.574}, \"25683\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-22 20:36:18.000000+00:00\", \"2023-02-04 01:50:58.000000+00:00\", \"2020-07-29 08:44:22.000000+00:00\", \"2019-09-10 07:30:40.000000+00:00\", \"2021-06-12 15:37:27.000000+00:00\", \"2021-09-12 18:40:06.000000+00:00\", \"2020-09-25 10:53:46.000000+00:00\"], \"session_ids\": [\"fe2441a3-6e58-4e8c-86ce-3b7324a0f5c6\", \"ca3dc052-7610-4047-a0e2-3d846c6e774c\", \"5bba24a9-d0ac-4b84-9f9b-8ea451e630ea\", \"089281cd-f39c-44ad-b361-0f10b66ad9d5\", \"a236912b-11dd-42d2-aa11-0cfd84b80e54\", \"ac903ce0-00ac-4c4b-8dff-91e4aff4df9e\", \"125345b8-e609-4643-b467-261228a18faa\"], \"total_duration\": 314.0, \"total_sessions\": 7, \"mean_week_duration\": 1.764}, \"57677\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-30 16:42:17.000000+00:00\", \"2021-09-30 14:55:41.000000+00:00\", \"2022-12-06 03:36:00.000000+00:00\", \"2022-04-11 03:17:30.000000+00:00\", \"2020-12-13 10:56:23.000000+00:00\", \"2022-11-15 12:55:03.000000+00:00\", \"2019-06-22 04:21:53.000000+00:00\", \"2021-08-08 18:03:02.000000+00:00\", \"2022-06-02 21:29:06.000000+00:00\", \"2022-09-28 20:41:55.000000+00:00\"], \"session_ids\": [\"f2c0b5ca-9440-4b33-aa48-ea2e2b707b88\", \"1216dddb-0259-4baa-8971-0a15819ad586\", \"f352b947-db8d-4024-93ff-cd0d81ef99bc\", \"f0fae3a4-c02c-43aa-8456-60deb3c9204e\", \"e95f1d9f-b932-494f-8a65-df11dcd9522c\", \"f47799c9-dd75-4539-90d5-53705f191d57\", \"f4d0e5a9-1807-4c0a-8ac3-b9ea83c3667b\", \"c7cb0a5c-3642-43d4-b4ea-d75697f593f0\", \"72848dbb-5b59-486a-956f-c8c296366e40\", \"6a539c9e-85fd-48c6-a525-ec106ece00ca\"], \"total_duration\": 219.0, \"total_sessions\": 10, \"mean_week_duration\": 1.112}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52891\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-09-06 11:02:15.000000+00:00\", \"2022-04-13 09:26:03.000000+00:00\", \"2019-06-25 20:22:22.000000+00:00\"], \"session_ids\": [\"95fcfb0e-59b4-4bcb-a650-56af0734803e\", \"d4ff8942-f07e-421d-9b7b-696b6d124d3b\", \"a9eaf579-c807-417b-9367-392e52a8d73d\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.199}}, {\"25683\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-22 20:36:18.000000+00:00\", \"2023-02-04 01:50:58.000000+00:00\", \"2020-07-29 08:44:22.000000+00:00\", \"2019-09-10 07:30:40.000000+00:00\", \"2021-06-12 15:37:27.000000+00:00\", \"2021-09-12 18:40:06.000000+00:00\", \"2020-09-25 10:53:46.000000+00:00\"], \"session_ids\": [\"fe2441a3-6e58-4e8c-86ce-3b7324a0f5c6\", \"ca3dc052-7610-4047-a0e2-3d846c6e774c\", \"5bba24a9-d0ac-4b84-9f9b-8ea451e630ea\", \"089281cd-f39c-44ad-b361-0f10b66ad9d5\", \"a236912b-11dd-42d2-aa11-0cfd84b80e54\", \"ac903ce0-00ac-4c4b-8dff-91e4aff4df9e\", \"125345b8-e609-4643-b467-261228a18faa\"], \"total_duration\": 314.0, \"total_sessions\": 7, \"mean_week_duration\": 1.764}}, {\"57677\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-30 16:42:17.000000+00:00\", \"2021-09-30 14:55:41.000000+00:00\", \"2022-12-06 03:36:00.000000+00:00\", \"2022-04-11 03:17:30.000000+00:00\", \"2020-12-13 10:56:23.000000+00:00\", \"2022-11-15 12:55:03.000000+00:00\", \"2019-06-22 04:21:53.000000+00:00\", \"2021-08-08 18:03:02.000000+00:00\", \"2022-06-02 21:29:06.000000+00:00\", \"2022-09-28 20:41:55.000000+00:00\"], \"session_ids\": [\"f2c0b5ca-9440-4b33-aa48-ea2e2b707b88\", \"1216dddb-0259-4baa-8971-0a15819ad586\", \"f352b947-db8d-4024-93ff-cd0d81ef99bc\", \"f0fae3a4-c02c-43aa-8456-60deb3c9204e\", \"e95f1d9f-b932-494f-8a65-df11dcd9522c\", \"f47799c9-dd75-4539-90d5-53705f191d57\", \"f4d0e5a9-1807-4c0a-8ac3-b9ea83c3667b\", \"c7cb0a5c-3642-43d4-b4ea-d75697f593f0\", \"72848dbb-5b59-486a-956f-c8c296366e40\", \"6a539c9e-85fd-48c6-a525-ec106ece00ca\"], \"total_duration\": 219.0, \"total_sessions\": 10, \"mean_week_duration\": 1.112}}, {\"65825\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-11-07 02:51:37.000000+00:00\", \"2022-02-07 02:36:26.000000+00:00\", \"2021-01-22 05:30:45.000000+00:00\", \"2022-09-15 06:17:16.000000+00:00\"], \"session_ids\": [\"95ec252c-bafa-4a42-831f-7c486d3153e9\", \"0d562005-f1bd-452b-8ec4-142dd5a5ed7d\", \"03837627-10dd-47a2-9fad-2b2e20269fb6\", \"79146c50-41e3-4019-8c77-175bd9dcf85c\"], \"total_duration\": 148.0, \"total_sessions\": 4, \"mean_week_duration\": 1.574}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52891\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-09-06 11:02:15.000000+00:00\", \"2022-04-13 09:26:03.000000+00:00\", \"2019-06-25 20:22:22.000000+00:00\"], \"session_ids\": [\"95fcfb0e-59b4-4bcb-a650-56af0734803e\", \"d4ff8942-f07e-421d-9b7b-696b6d124d3b\", \"a9eaf579-c807-417b-9367-392e52a8d73d\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.199}}, {\"25683\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-22 20:36:18.000000+00:00\", \"2023-02-04 01:50:58.000000+00:00\", \"2020-07-29 08:44:22.000000+00:00\", \"2019-09-10 07:30:40.000000+00:00\", \"2021-06-12 15:37:27.000000+00:00\", \"2021-09-12 18:40:06.000000+00:00\", \"2020-09-25 10:53:46.000000+00:00\"], \"session_ids\": [\"fe2441a3-6e58-4e8c-86ce-3b7324a0f5c6\", \"ca3dc052-7610-4047-a0e2-3d846c6e774c\", \"5bba24a9-d0ac-4b84-9f9b-8ea451e630ea\", \"089281cd-f39c-44ad-b361-0f10b66ad9d5\", \"a236912b-11dd-42d2-aa11-0cfd84b80e54\", \"ac903ce0-00ac-4c4b-8dff-91e4aff4df9e\", \"125345b8-e609-4643-b467-261228a18faa\"], \"total_duration\": 314.0, \"total_sessions\": 7, \"mean_week_duration\": 1.764}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52891\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-09-06 11:02:15.000000+00:00\", \"2022-04-13 09:26:03.000000+00:00\", \"2019-06-25 20:22:22.000000+00:00\"], \"session_ids\": [\"95fcfb0e-59b4-4bcb-a650-56af0734803e\", \"d4ff8942-f07e-421d-9b7b-696b6d124d3b\", \"a9eaf579-c807-417b-9367-392e52a8d73d\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.199}}, {\"25683\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-10-22 20:36:18.000000+00:00\", \"2023-02-04 01:50:58.000000+00:00\", \"2020-07-29 08:44:22.000000+00:00\", \"2019-09-10 07:30:40.000000+00:00\", \"2021-06-12 15:37:27.000000+00:00\", \"2021-09-12 18:40:06.000000+00:00\", \"2020-09-25 10:53:46.000000+00:00\"], \"session_ids\": [\"fe2441a3-6e58-4e8c-86ce-3b7324a0f5c6\", \"ca3dc052-7610-4047-a0e2-3d846c6e774c\", \"5bba24a9-d0ac-4b84-9f9b-8ea451e630ea\", \"089281cd-f39c-44ad-b361-0f10b66ad9d5\", \"a236912b-11dd-42d2-aa11-0cfd84b80e54\", \"ac903ce0-00ac-4c4b-8dff-91e4aff4df9e\", \"125345b8-e609-4643-b467-261228a18faa\"], \"total_duration\": 314.0, \"total_sessions\": 7, \"mean_week_duration\": 1.764}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 8 users to me whose app usage time exceeds 3132 while staying below 1601, exclusively 1601 and apply sorting by all sessions quantity in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94431\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-15 01:19:16.000000+00:00\", \"2021-01-07 05:00:31.000000+00:00\"], \"session_ids\": [\"1695d156-3cbf-4ddd-bf6a-2095b93bda97\", \"a107e02a-b4df-4318-b1d8-d1d6b51b196b\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 6.143}, \"92664\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-10 05:26:07.000000+00:00\", \"2023-01-01 11:02:41.000000+00:00\"], \"session_ids\": [\"a0687f8b-0fd2-4370-acbe-b5dba252ee03\", \"750d7ecb-c510-4e6d-b3f1-e78180120d6a\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 5.641}, \"57893\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-07-07 06:09:43.000000+00:00\", \"2022-05-22 13:20:11.000000+00:00\"], \"session_ids\": [\"913e343e-521a-42fb-a836-7195388ebb95\", \"ebcf360e-6c8b-40f0-ac2c-7729df86c97e\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.469}, \"28889\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-06-10 11:09:13.000000+00:00\", \"2022-03-13 16:13:52.000000+00:00\", \"2022-03-21 05:25:09.000000+00:00\", \"2020-09-24 06:19:19.000000+00:00\"], \"session_ids\": [\"afd71daa-beac-409d-a098-4a7c040d615f\", \"151b0138-f8e9-4f6f-a37f-54e1115a198f\", \"fe0afae4-36b3-4107-83f5-f847b8b88fb2\", \"d882df69-fdd0-42ce-baf0-420c706cda70\"], \"total_duration\": 225.0, \"total_sessions\": 4, \"mean_week_duration\": 1.585}, \"17348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-10-10 19:57:03.000000+00:00\", \"2021-03-01 22:55:50.000000+00:00\", \"2021-11-12 04:28:54.000000+00:00\", \"2022-07-14 05:36:56.000000+00:00\", \"2021-12-03 02:39:49.000000+00:00\", \"2021-02-25 23:06:45.000000+00:00\", \"2023-01-27 21:16:23.000000+00:00\", \"2020-06-11 16:25:13.000000+00:00\", \"2020-09-26 09:27:53.000000+00:00\", \"2019-02-17 23:43:14.000000+00:00\", \"2022-09-11 03:28:30.000000+00:00\"], \"session_ids\": [\"37b85cd8-6847-4900-90eb-5ed8d3ed084c\", \"1f794d1f-201f-46d2-ad73-03fdb7922caa\", \"03ca4c83-81ee-410a-8603-d89d46f647f0\", \"0fc959fe-ea53-4298-a232-aca8c9764b5f\", \"ab3e54c6-93dd-4064-849d-a72af1c3adad\", \"e744222a-43ba-4e29-8f4e-cf70fd0cbd0f\", \"7950f35a-eb36-4043-923d-ef00f4b0fd71\", \"213f05fb-edef-4a5c-b57b-6f944b3e49f5\", \"a0e62dd4-f4fe-4b16-a0b3-03042bf6f30e\", \"ba368def-a1c9-4b43-8284-383b7b5e6868\", \"36fc6537-91ae-4a75-9cd3-594afd6a2bab\"], \"total_duration\": 1129.0, \"total_sessions\": 11, \"mean_week_duration\": 5.481}, \"19095\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-30 12:59:38.000000+00:00\", \"2020-05-24 01:45:08.000000+00:00\", \"2022-12-05 22:32:22.000000+00:00\", \"2022-08-13 23:19:50.000000+00:00\", \"2022-08-19 23:56:34.000000+00:00\", \"2021-02-07 00:09:44.000000+00:00\", \"2021-08-28 21:57:03.000000+00:00\", \"2021-09-09 19:16:00.000000+00:00\", \"2019-09-19 13:04:26.000000+00:00\", \"2021-09-06 23:15:00.000000+00:00\"], \"session_ids\": [\"52f9829f-9cdb-4ce0-8d6b-77488e911610\", \"4c14c003-1db8-40dd-a7d2-f55e2be75f5c\", \"0876d6b7-ce3c-4bed-90c0-1c72faacbaf0\", \"60f62978-7317-4142-bec8-2ec90a6b315f\", \"f0082d29-058f-4c8d-bc97-0716939a45e6\", \"3afb53cf-ef08-4b29-8076-d1a00964e775\", \"b8f9f1a0-f3c3-4374-835d-45e00c1f5df7\", \"c37f9ade-08f1-43c4-9d32-445584c7590b\", \"521cb85d-34f3-4f61-b831-0ba4181f4842\", \"a1f398b4-9326-4963-8165-96227e07f08a\"], \"total_duration\": 182.0, \"total_sessions\": 10, \"mean_week_duration\": 1.083}, \"69819\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-18 22:41:36.000000+00:00\", \"2019-10-09 22:18:10.000000+00:00\", \"2019-02-12 15:55:35.000000+00:00\", \"2020-06-15 04:51:05.000000+00:00\", \"2019-06-06 02:37:14.000000+00:00\"], \"session_ids\": [\"ae8d7990-0f73-4349-b145-93f4a04b5517\", \"445762b6-adda-414a-8425-d5f00e6fb5f2\", \"2d1a34d4-99ac-4805-9ef5-48f69f1230bd\", \"f70b806a-b941-4724-862b-525358c9849c\", \"8dfbf245-8628-424e-a8c6-50fa2e22e0b8\"], \"total_duration\": 707.0, \"total_sessions\": 5, \"mean_week_duration\": 4.04}, \"2634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2019-11-05 01:37:54.000000+00:00\", \"2021-11-17 04:29:00.000000+00:00\", \"2020-01-15 07:24:49.000000+00:00\", \"2022-10-05 04:38:32.000000+00:00\"], \"session_ids\": [\"631e6352-8b56-4b2c-9d89-2a11796283f0\", \"1afa685a-fb47-482b-9352-f65beed19011\", \"80520f26-6e69-4c52-aec8-9b167f9acd46\", \"35317366-6a97-4f6d-b2ee-58e95342b1fd\"], \"total_duration\": 141.0, \"total_sessions\": 4, \"mean_week_duration\": 0.922}, \"62477\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-22 13:02:08.000000+00:00\", \"2021-07-13 05:19:24.000000+00:00\"], \"session_ids\": [\"012fc624-2e8c-4c64-a570-b3850b718843\", \"a61b3aa4-dd21-465a-a7b7-2a9e92496668\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 3.917}, \"62017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-06 12:48:40.000000+00:00\", \"2021-04-02 06:18:04.000000+00:00\", \"2021-07-03 00:55:01.000000+00:00\"], \"session_ids\": [\"1a225359-5e6f-4015-b070-407e62d54e8b\", \"5428c600-17e0-4522-a458-54b17daab115\", \"419e2a98-87c4-4dd3-9cf2-2b4a79ad47b4\"], \"total_duration\": 493.0, \"total_sessions\": 3, \"mean_week_duration\": 5.602}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 1601 and are equal or greater than 3132"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1601, 3132]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94431\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-15 01:19:16.000000+00:00\", \"2021-01-07 05:00:31.000000+00:00\"], \"session_ids\": [\"1695d156-3cbf-4ddd-bf6a-2095b93bda97\", \"a107e02a-b4df-4318-b1d8-d1d6b51b196b\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 6.143}, \"92664\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-10 05:26:07.000000+00:00\", \"2023-01-01 11:02:41.000000+00:00\"], \"session_ids\": [\"a0687f8b-0fd2-4370-acbe-b5dba252ee03\", \"750d7ecb-c510-4e6d-b3f1-e78180120d6a\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 5.641}, \"57893\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-07-07 06:09:43.000000+00:00\", \"2022-05-22 13:20:11.000000+00:00\"], \"session_ids\": [\"913e343e-521a-42fb-a836-7195388ebb95\", \"ebcf360e-6c8b-40f0-ac2c-7729df86c97e\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.469}, \"28889\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-06-10 11:09:13.000000+00:00\", \"2022-03-13 16:13:52.000000+00:00\", \"2022-03-21 05:25:09.000000+00:00\", \"2020-09-24 06:19:19.000000+00:00\"], \"session_ids\": [\"afd71daa-beac-409d-a098-4a7c040d615f\", \"151b0138-f8e9-4f6f-a37f-54e1115a198f\", \"fe0afae4-36b3-4107-83f5-f847b8b88fb2\", \"d882df69-fdd0-42ce-baf0-420c706cda70\"], \"total_duration\": 225.0, \"total_sessions\": 4, \"mean_week_duration\": 1.585}, \"17348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-10-10 19:57:03.000000+00:00\", \"2021-03-01 22:55:50.000000+00:00\", \"2021-11-12 04:28:54.000000+00:00\", \"2022-07-14 05:36:56.000000+00:00\", \"2021-12-03 02:39:49.000000+00:00\", \"2021-02-25 23:06:45.000000+00:00\", \"2023-01-27 21:16:23.000000+00:00\", \"2020-06-11 16:25:13.000000+00:00\", \"2020-09-26 09:27:53.000000+00:00\", \"2019-02-17 23:43:14.000000+00:00\", \"2022-09-11 03:28:30.000000+00:00\"], \"session_ids\": [\"37b85cd8-6847-4900-90eb-5ed8d3ed084c\", \"1f794d1f-201f-46d2-ad73-03fdb7922caa\", \"03ca4c83-81ee-410a-8603-d89d46f647f0\", \"0fc959fe-ea53-4298-a232-aca8c9764b5f\", \"ab3e54c6-93dd-4064-849d-a72af1c3adad\", \"e744222a-43ba-4e29-8f4e-cf70fd0cbd0f\", \"7950f35a-eb36-4043-923d-ef00f4b0fd71\", \"213f05fb-edef-4a5c-b57b-6f944b3e49f5\", \"a0e62dd4-f4fe-4b16-a0b3-03042bf6f30e\", \"ba368def-a1c9-4b43-8284-383b7b5e6868\", \"36fc6537-91ae-4a75-9cd3-594afd6a2bab\"], \"total_duration\": 1129.0, \"total_sessions\": 11, \"mean_week_duration\": 5.481}, \"19095\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-30 12:59:38.000000+00:00\", \"2020-05-24 01:45:08.000000+00:00\", \"2022-12-05 22:32:22.000000+00:00\", \"2022-08-13 23:19:50.000000+00:00\", \"2022-08-19 23:56:34.000000+00:00\", \"2021-02-07 00:09:44.000000+00:00\", \"2021-08-28 21:57:03.000000+00:00\", \"2021-09-09 19:16:00.000000+00:00\", \"2019-09-19 13:04:26.000000+00:00\", \"2021-09-06 23:15:00.000000+00:00\"], \"session_ids\": [\"52f9829f-9cdb-4ce0-8d6b-77488e911610\", \"4c14c003-1db8-40dd-a7d2-f55e2be75f5c\", \"0876d6b7-ce3c-4bed-90c0-1c72faacbaf0\", \"60f62978-7317-4142-bec8-2ec90a6b315f\", \"f0082d29-058f-4c8d-bc97-0716939a45e6\", \"3afb53cf-ef08-4b29-8076-d1a00964e775\", \"b8f9f1a0-f3c3-4374-835d-45e00c1f5df7\", \"c37f9ade-08f1-43c4-9d32-445584c7590b\", \"521cb85d-34f3-4f61-b831-0ba4181f4842\", \"a1f398b4-9326-4963-8165-96227e07f08a\"], \"total_duration\": 182.0, \"total_sessions\": 10, \"mean_week_duration\": 1.083}, \"69819\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-18 22:41:36.000000+00:00\", \"2019-10-09 22:18:10.000000+00:00\", \"2019-02-12 15:55:35.000000+00:00\", \"2020-06-15 04:51:05.000000+00:00\", \"2019-06-06 02:37:14.000000+00:00\"], \"session_ids\": [\"ae8d7990-0f73-4349-b145-93f4a04b5517\", \"445762b6-adda-414a-8425-d5f00e6fb5f2\", \"2d1a34d4-99ac-4805-9ef5-48f69f1230bd\", \"f70b806a-b941-4724-862b-525358c9849c\", \"8dfbf245-8628-424e-a8c6-50fa2e22e0b8\"], \"total_duration\": 707.0, \"total_sessions\": 5, \"mean_week_duration\": 4.04}, \"2634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2019-11-05 01:37:54.000000+00:00\", \"2021-11-17 04:29:00.000000+00:00\", \"2020-01-15 07:24:49.000000+00:00\", \"2022-10-05 04:38:32.000000+00:00\"], \"session_ids\": [\"631e6352-8b56-4b2c-9d89-2a11796283f0\", \"1afa685a-fb47-482b-9352-f65beed19011\", \"80520f26-6e69-4c52-aec8-9b167f9acd46\", \"35317366-6a97-4f6d-b2ee-58e95342b1fd\"], \"total_duration\": 141.0, \"total_sessions\": 4, \"mean_week_duration\": 0.922}, \"62477\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-22 13:02:08.000000+00:00\", \"2021-07-13 05:19:24.000000+00:00\"], \"session_ids\": [\"012fc624-2e8c-4c64-a570-b3850b718843\", \"a61b3aa4-dd21-465a-a7b7-2a9e92496668\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 3.917}, \"62017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-06 12:48:40.000000+00:00\", \"2021-04-02 06:18:04.000000+00:00\", \"2021-07-03 00:55:01.000000+00:00\"], \"session_ids\": [\"1a225359-5e6f-4015-b070-407e62d54e8b\", \"5428c600-17e0-4522-a458-54b17daab115\", \"419e2a98-87c4-4dd3-9cf2-2b4a79ad47b4\"], \"total_duration\": 493.0, \"total_sessions\": 3, \"mean_week_duration\": 5.602}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-10-10 19:57:03.000000+00:00\", \"2021-03-01 22:55:50.000000+00:00\", \"2021-11-12 04:28:54.000000+00:00\", \"2022-07-14 05:36:56.000000+00:00\", \"2021-12-03 02:39:49.000000+00:00\", \"2021-02-25 23:06:45.000000+00:00\", \"2023-01-27 21:16:23.000000+00:00\", \"2020-06-11 16:25:13.000000+00:00\", \"2020-09-26 09:27:53.000000+00:00\", \"2019-02-17 23:43:14.000000+00:00\", \"2022-09-11 03:28:30.000000+00:00\"], \"session_ids\": [\"37b85cd8-6847-4900-90eb-5ed8d3ed084c\", \"1f794d1f-201f-46d2-ad73-03fdb7922caa\", \"03ca4c83-81ee-410a-8603-d89d46f647f0\", \"0fc959fe-ea53-4298-a232-aca8c9764b5f\", \"ab3e54c6-93dd-4064-849d-a72af1c3adad\", \"e744222a-43ba-4e29-8f4e-cf70fd0cbd0f\", \"7950f35a-eb36-4043-923d-ef00f4b0fd71\", \"213f05fb-edef-4a5c-b57b-6f944b3e49f5\", \"a0e62dd4-f4fe-4b16-a0b3-03042bf6f30e\", \"ba368def-a1c9-4b43-8284-383b7b5e6868\", \"36fc6537-91ae-4a75-9cd3-594afd6a2bab\"], \"total_duration\": 1129.0, \"total_sessions\": 11, \"mean_week_duration\": 5.481}}, {\"19095\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-30 12:59:38.000000+00:00\", \"2020-05-24 01:45:08.000000+00:00\", \"2022-12-05 22:32:22.000000+00:00\", \"2022-08-13 23:19:50.000000+00:00\", \"2022-08-19 23:56:34.000000+00:00\", \"2021-02-07 00:09:44.000000+00:00\", \"2021-08-28 21:57:03.000000+00:00\", \"2021-09-09 19:16:00.000000+00:00\", \"2019-09-19 13:04:26.000000+00:00\", \"2021-09-06 23:15:00.000000+00:00\"], \"session_ids\": [\"52f9829f-9cdb-4ce0-8d6b-77488e911610\", \"4c14c003-1db8-40dd-a7d2-f55e2be75f5c\", \"0876d6b7-ce3c-4bed-90c0-1c72faacbaf0\", \"60f62978-7317-4142-bec8-2ec90a6b315f\", \"f0082d29-058f-4c8d-bc97-0716939a45e6\", \"3afb53cf-ef08-4b29-8076-d1a00964e775\", \"b8f9f1a0-f3c3-4374-835d-45e00c1f5df7\", \"c37f9ade-08f1-43c4-9d32-445584c7590b\", \"521cb85d-34f3-4f61-b831-0ba4181f4842\", \"a1f398b4-9326-4963-8165-96227e07f08a\"], \"total_duration\": 182.0, \"total_sessions\": 10, \"mean_week_duration\": 1.083}}, {\"69819\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-18 22:41:36.000000+00:00\", \"2019-10-09 22:18:10.000000+00:00\", \"2019-02-12 15:55:35.000000+00:00\", \"2020-06-15 04:51:05.000000+00:00\", \"2019-06-06 02:37:14.000000+00:00\"], \"session_ids\": [\"ae8d7990-0f73-4349-b145-93f4a04b5517\", \"445762b6-adda-414a-8425-d5f00e6fb5f2\", \"2d1a34d4-99ac-4805-9ef5-48f69f1230bd\", \"f70b806a-b941-4724-862b-525358c9849c\", \"8dfbf245-8628-424e-a8c6-50fa2e22e0b8\"], \"total_duration\": 707.0, \"total_sessions\": 5, \"mean_week_duration\": 4.04}}, {\"28889\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-06-10 11:09:13.000000+00:00\", \"2022-03-13 16:13:52.000000+00:00\", \"2022-03-21 05:25:09.000000+00:00\", \"2020-09-24 06:19:19.000000+00:00\"], \"session_ids\": [\"afd71daa-beac-409d-a098-4a7c040d615f\", \"151b0138-f8e9-4f6f-a37f-54e1115a198f\", \"fe0afae4-36b3-4107-83f5-f847b8b88fb2\", \"d882df69-fdd0-42ce-baf0-420c706cda70\"], \"total_duration\": 225.0, \"total_sessions\": 4, \"mean_week_duration\": 1.585}}, {\"2634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2019-11-05 01:37:54.000000+00:00\", \"2021-11-17 04:29:00.000000+00:00\", \"2020-01-15 07:24:49.000000+00:00\", \"2022-10-05 04:38:32.000000+00:00\"], \"session_ids\": [\"631e6352-8b56-4b2c-9d89-2a11796283f0\", \"1afa685a-fb47-482b-9352-f65beed19011\", \"80520f26-6e69-4c52-aec8-9b167f9acd46\", \"35317366-6a97-4f6d-b2ee-58e95342b1fd\"], \"total_duration\": 141.0, \"total_sessions\": 4, \"mean_week_duration\": 0.922}}, {\"62017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-06 12:48:40.000000+00:00\", \"2021-04-02 06:18:04.000000+00:00\", \"2021-07-03 00:55:01.000000+00:00\"], \"session_ids\": [\"1a225359-5e6f-4015-b070-407e62d54e8b\", \"5428c600-17e0-4522-a458-54b17daab115\", \"419e2a98-87c4-4dd3-9cf2-2b4a79ad47b4\"], \"total_duration\": 493.0, \"total_sessions\": 3, \"mean_week_duration\": 5.602}}, {\"94431\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-15 01:19:16.000000+00:00\", \"2021-01-07 05:00:31.000000+00:00\"], \"session_ids\": [\"1695d156-3cbf-4ddd-bf6a-2095b93bda97\", \"a107e02a-b4df-4318-b1d8-d1d6b51b196b\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 6.143}}, {\"92664\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-10 05:26:07.000000+00:00\", \"2023-01-01 11:02:41.000000+00:00\"], \"session_ids\": [\"a0687f8b-0fd2-4370-acbe-b5dba252ee03\", \"750d7ecb-c510-4e6d-b3f1-e78180120d6a\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 5.641}}, {\"57893\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-07-07 06:09:43.000000+00:00\", \"2022-05-22 13:20:11.000000+00:00\"], \"session_ids\": [\"913e343e-521a-42fb-a836-7195388ebb95\", \"ebcf360e-6c8b-40f0-ac2c-7729df86c97e\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.469}}, {\"62477\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-22 13:02:08.000000+00:00\", \"2021-07-13 05:19:24.000000+00:00\"], \"session_ids\": [\"012fc624-2e8c-4c64-a570-b3850b718843\", \"a61b3aa4-dd21-465a-a7b7-2a9e92496668\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 3.917}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-10-10 19:57:03.000000+00:00\", \"2021-03-01 22:55:50.000000+00:00\", \"2021-11-12 04:28:54.000000+00:00\", \"2022-07-14 05:36:56.000000+00:00\", \"2021-12-03 02:39:49.000000+00:00\", \"2021-02-25 23:06:45.000000+00:00\", \"2023-01-27 21:16:23.000000+00:00\", \"2020-06-11 16:25:13.000000+00:00\", \"2020-09-26 09:27:53.000000+00:00\", \"2019-02-17 23:43:14.000000+00:00\", \"2022-09-11 03:28:30.000000+00:00\"], \"session_ids\": [\"37b85cd8-6847-4900-90eb-5ed8d3ed084c\", \"1f794d1f-201f-46d2-ad73-03fdb7922caa\", \"03ca4c83-81ee-410a-8603-d89d46f647f0\", \"0fc959fe-ea53-4298-a232-aca8c9764b5f\", \"ab3e54c6-93dd-4064-849d-a72af1c3adad\", \"e744222a-43ba-4e29-8f4e-cf70fd0cbd0f\", \"7950f35a-eb36-4043-923d-ef00f4b0fd71\", \"213f05fb-edef-4a5c-b57b-6f944b3e49f5\", \"a0e62dd4-f4fe-4b16-a0b3-03042bf6f30e\", \"ba368def-a1c9-4b43-8284-383b7b5e6868\", \"36fc6537-91ae-4a75-9cd3-594afd6a2bab\"], \"total_duration\": 1129.0, \"total_sessions\": 11, \"mean_week_duration\": 5.481}}, {\"19095\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-30 12:59:38.000000+00:00\", \"2020-05-24 01:45:08.000000+00:00\", \"2022-12-05 22:32:22.000000+00:00\", \"2022-08-13 23:19:50.000000+00:00\", \"2022-08-19 23:56:34.000000+00:00\", \"2021-02-07 00:09:44.000000+00:00\", \"2021-08-28 21:57:03.000000+00:00\", \"2021-09-09 19:16:00.000000+00:00\", \"2019-09-19 13:04:26.000000+00:00\", \"2021-09-06 23:15:00.000000+00:00\"], \"session_ids\": [\"52f9829f-9cdb-4ce0-8d6b-77488e911610\", \"4c14c003-1db8-40dd-a7d2-f55e2be75f5c\", \"0876d6b7-ce3c-4bed-90c0-1c72faacbaf0\", \"60f62978-7317-4142-bec8-2ec90a6b315f\", \"f0082d29-058f-4c8d-bc97-0716939a45e6\", \"3afb53cf-ef08-4b29-8076-d1a00964e775\", \"b8f9f1a0-f3c3-4374-835d-45e00c1f5df7\", \"c37f9ade-08f1-43c4-9d32-445584c7590b\", \"521cb85d-34f3-4f61-b831-0ba4181f4842\", \"a1f398b4-9326-4963-8165-96227e07f08a\"], \"total_duration\": 182.0, \"total_sessions\": 10, \"mean_week_duration\": 1.083}}, {\"69819\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-18 22:41:36.000000+00:00\", \"2019-10-09 22:18:10.000000+00:00\", \"2019-02-12 15:55:35.000000+00:00\", \"2020-06-15 04:51:05.000000+00:00\", \"2019-06-06 02:37:14.000000+00:00\"], \"session_ids\": [\"ae8d7990-0f73-4349-b145-93f4a04b5517\", \"445762b6-adda-414a-8425-d5f00e6fb5f2\", \"2d1a34d4-99ac-4805-9ef5-48f69f1230bd\", \"f70b806a-b941-4724-862b-525358c9849c\", \"8dfbf245-8628-424e-a8c6-50fa2e22e0b8\"], \"total_duration\": 707.0, \"total_sessions\": 5, \"mean_week_duration\": 4.04}}, {\"28889\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-06-10 11:09:13.000000+00:00\", \"2022-03-13 16:13:52.000000+00:00\", \"2022-03-21 05:25:09.000000+00:00\", \"2020-09-24 06:19:19.000000+00:00\"], \"session_ids\": [\"afd71daa-beac-409d-a098-4a7c040d615f\", \"151b0138-f8e9-4f6f-a37f-54e1115a198f\", \"fe0afae4-36b3-4107-83f5-f847b8b88fb2\", \"d882df69-fdd0-42ce-baf0-420c706cda70\"], \"total_duration\": 225.0, \"total_sessions\": 4, \"mean_week_duration\": 1.585}}, {\"2634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2019-11-05 01:37:54.000000+00:00\", \"2021-11-17 04:29:00.000000+00:00\", \"2020-01-15 07:24:49.000000+00:00\", \"2022-10-05 04:38:32.000000+00:00\"], \"session_ids\": [\"631e6352-8b56-4b2c-9d89-2a11796283f0\", \"1afa685a-fb47-482b-9352-f65beed19011\", \"80520f26-6e69-4c52-aec8-9b167f9acd46\", \"35317366-6a97-4f6d-b2ee-58e95342b1fd\"], \"total_duration\": 141.0, \"total_sessions\": 4, \"mean_week_duration\": 0.922}}, {\"62017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-06 12:48:40.000000+00:00\", \"2021-04-02 06:18:04.000000+00:00\", \"2021-07-03 00:55:01.000000+00:00\"], \"session_ids\": [\"1a225359-5e6f-4015-b070-407e62d54e8b\", \"5428c600-17e0-4522-a458-54b17daab115\", \"419e2a98-87c4-4dd3-9cf2-2b4a79ad47b4\"], \"total_duration\": 493.0, \"total_sessions\": 3, \"mean_week_duration\": 5.602}}, {\"94431\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-15 01:19:16.000000+00:00\", \"2021-01-07 05:00:31.000000+00:00\"], \"session_ids\": [\"1695d156-3cbf-4ddd-bf6a-2095b93bda97\", \"a107e02a-b4df-4318-b1d8-d1d6b51b196b\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 6.143}}, {\"92664\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-10 05:26:07.000000+00:00\", \"2023-01-01 11:02:41.000000+00:00\"], \"session_ids\": [\"a0687f8b-0fd2-4370-acbe-b5dba252ee03\", \"750d7ecb-c510-4e6d-b3f1-e78180120d6a\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 5.641}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-10-10 19:57:03.000000+00:00\", \"2021-03-01 22:55:50.000000+00:00\", \"2021-11-12 04:28:54.000000+00:00\", \"2022-07-14 05:36:56.000000+00:00\", \"2021-12-03 02:39:49.000000+00:00\", \"2021-02-25 23:06:45.000000+00:00\", \"2023-01-27 21:16:23.000000+00:00\", \"2020-06-11 16:25:13.000000+00:00\", \"2020-09-26 09:27:53.000000+00:00\", \"2019-02-17 23:43:14.000000+00:00\", \"2022-09-11 03:28:30.000000+00:00\"], \"session_ids\": [\"37b85cd8-6847-4900-90eb-5ed8d3ed084c\", \"1f794d1f-201f-46d2-ad73-03fdb7922caa\", \"03ca4c83-81ee-410a-8603-d89d46f647f0\", \"0fc959fe-ea53-4298-a232-aca8c9764b5f\", \"ab3e54c6-93dd-4064-849d-a72af1c3adad\", \"e744222a-43ba-4e29-8f4e-cf70fd0cbd0f\", \"7950f35a-eb36-4043-923d-ef00f4b0fd71\", \"213f05fb-edef-4a5c-b57b-6f944b3e49f5\", \"a0e62dd4-f4fe-4b16-a0b3-03042bf6f30e\", \"ba368def-a1c9-4b43-8284-383b7b5e6868\", \"36fc6537-91ae-4a75-9cd3-594afd6a2bab\"], \"total_duration\": 1129.0, \"total_sessions\": 11, \"mean_week_duration\": 5.481}}, {\"19095\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-30 12:59:38.000000+00:00\", \"2020-05-24 01:45:08.000000+00:00\", \"2022-12-05 22:32:22.000000+00:00\", \"2022-08-13 23:19:50.000000+00:00\", \"2022-08-19 23:56:34.000000+00:00\", \"2021-02-07 00:09:44.000000+00:00\", \"2021-08-28 21:57:03.000000+00:00\", \"2021-09-09 19:16:00.000000+00:00\", \"2019-09-19 13:04:26.000000+00:00\", \"2021-09-06 23:15:00.000000+00:00\"], \"session_ids\": [\"52f9829f-9cdb-4ce0-8d6b-77488e911610\", \"4c14c003-1db8-40dd-a7d2-f55e2be75f5c\", \"0876d6b7-ce3c-4bed-90c0-1c72faacbaf0\", \"60f62978-7317-4142-bec8-2ec90a6b315f\", \"f0082d29-058f-4c8d-bc97-0716939a45e6\", \"3afb53cf-ef08-4b29-8076-d1a00964e775\", \"b8f9f1a0-f3c3-4374-835d-45e00c1f5df7\", \"c37f9ade-08f1-43c4-9d32-445584c7590b\", \"521cb85d-34f3-4f61-b831-0ba4181f4842\", \"a1f398b4-9326-4963-8165-96227e07f08a\"], \"total_duration\": 182.0, \"total_sessions\": 10, \"mean_week_duration\": 1.083}}, {\"69819\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-06-18 22:41:36.000000+00:00\", \"2019-10-09 22:18:10.000000+00:00\", \"2019-02-12 15:55:35.000000+00:00\", \"2020-06-15 04:51:05.000000+00:00\", \"2019-06-06 02:37:14.000000+00:00\"], \"session_ids\": [\"ae8d7990-0f73-4349-b145-93f4a04b5517\", \"445762b6-adda-414a-8425-d5f00e6fb5f2\", \"2d1a34d4-99ac-4805-9ef5-48f69f1230bd\", \"f70b806a-b941-4724-862b-525358c9849c\", \"8dfbf245-8628-424e-a8c6-50fa2e22e0b8\"], \"total_duration\": 707.0, \"total_sessions\": 5, \"mean_week_duration\": 4.04}}, {\"28889\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-06-10 11:09:13.000000+00:00\", \"2022-03-13 16:13:52.000000+00:00\", \"2022-03-21 05:25:09.000000+00:00\", \"2020-09-24 06:19:19.000000+00:00\"], \"session_ids\": [\"afd71daa-beac-409d-a098-4a7c040d615f\", \"151b0138-f8e9-4f6f-a37f-54e1115a198f\", \"fe0afae4-36b3-4107-83f5-f847b8b88fb2\", \"d882df69-fdd0-42ce-baf0-420c706cda70\"], \"total_duration\": 225.0, \"total_sessions\": 4, \"mean_week_duration\": 1.585}}, {\"2634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2019-11-05 01:37:54.000000+00:00\", \"2021-11-17 04:29:00.000000+00:00\", \"2020-01-15 07:24:49.000000+00:00\", \"2022-10-05 04:38:32.000000+00:00\"], \"session_ids\": [\"631e6352-8b56-4b2c-9d89-2a11796283f0\", \"1afa685a-fb47-482b-9352-f65beed19011\", \"80520f26-6e69-4c52-aec8-9b167f9acd46\", \"35317366-6a97-4f6d-b2ee-58e95342b1fd\"], \"total_duration\": 141.0, \"total_sessions\": 4, \"mean_week_duration\": 0.922}}, {\"62017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-06 12:48:40.000000+00:00\", \"2021-04-02 06:18:04.000000+00:00\", \"2021-07-03 00:55:01.000000+00:00\"], \"session_ids\": [\"1a225359-5e6f-4015-b070-407e62d54e8b\", \"5428c600-17e0-4522-a458-54b17daab115\", \"419e2a98-87c4-4dd3-9cf2-2b4a79ad47b4\"], \"total_duration\": 493.0, \"total_sessions\": 3, \"mean_week_duration\": 5.602}}, {\"94431\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-15 01:19:16.000000+00:00\", \"2021-01-07 05:00:31.000000+00:00\"], \"session_ids\": [\"1695d156-3cbf-4ddd-bf6a-2095b93bda97\", \"a107e02a-b4df-4318-b1d8-d1d6b51b196b\"], \"total_duration\": 129.0, \"total_sessions\": 2, \"mean_week_duration\": 6.143}}, {\"92664\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-10 05:26:07.000000+00:00\", \"2023-01-01 11:02:41.000000+00:00\"], \"session_ids\": [\"a0687f8b-0fd2-4370-acbe-b5dba252ee03\", \"750d7ecb-c510-4e6d-b3f1-e78180120d6a\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 5.641}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding user with a app usage time per week that is higher than 5 and lower than 45 additionaly do sorting by sum of duration desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64248\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-24 19:39:37.000000+00:00\", \"2019-09-03 14:18:12.000000+00:00\"], \"session_ids\": [\"da537a74-8216-496a-90a2-102adb2a3fef\", \"ab8c244d-1c6b-4c42-999f-d6e1b38aaee7\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 0.629}, \"97458\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-06-12 09:35:10.000000+00:00\", \"2023-03-19 20:55:49.000000+00:00\", \"2020-01-19 12:58:31.000000+00:00\", \"2022-08-22 13:16:03.000000+00:00\", \"2019-12-16 13:54:37.000000+00:00\", \"2021-04-03 07:32:01.000000+00:00\"], \"session_ids\": [\"faddc0b5-1f63-4c51-b00a-43b0d2df0fbb\", \"9a018c4e-8e7f-4e2a-a4c3-5544b8e25074\", \"ef22a2bb-8ab6-4c42-8150-b6fe6272f838\", \"f46f3617-2f63-460d-be0f-1b2aca8afc2c\", \"d99c5156-a7dc-4a73-a44e-ab315412b33c\", \"ccd8d5a0-6df8-4797-8cea-56cb18b0187f\"], \"total_duration\": 218.0, \"total_sessions\": 6, \"mean_week_duration\": 1.107}, \"91175\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-12 20:47:24.000000+00:00\", \"2022-12-31 21:06:30.000000+00:00\"], \"session_ids\": [\"913c3827-926c-4d24-a2dc-96ab27274a96\", \"099025df-2701-4678-b98b-6f8985bc4300\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 16.75}, \"88818\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-16 20:33:39.000000+00:00\", \"2020-03-25 23:41:05.000000+00:00\", \"2022-08-21 01:30:46.000000+00:00\", \"2019-09-09 17:20:34.000000+00:00\", \"2021-03-02 04:49:10.000000+00:00\"], \"session_ids\": [\"8599d2c9-0345-410a-bc60-ddc71ec716ce\", \"34423e82-91f1-4bd9-9136-636438416001\", \"8f9ed4f3-bc30-457a-993c-718bca36a925\", \"67e753f2-2152-47bb-941f-5069ff758212\", \"4067eabd-21bd-41d4-a412-9cfa1ea1d0bf\"], \"total_duration\": 415.0, \"total_sessions\": 5, \"mean_week_duration\": 2.5}, \"88914\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-07-09 09:26:51.000000+00:00\", \"2023-05-08 21:35:58.000000+00:00\"], \"session_ids\": [\"bf78f83f-c2f9-4f9e-ba34-218084d1f902\", \"56ed7439-4939-447a-ade1-30f29cf78b8c\"], \"total_duration\": 255.0, \"total_sessions\": 2, \"mean_week_duration\": 1.723}, \"47510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-27 04:52:50.000000+00:00\", \"2022-11-01 07:37:42.000000+00:00\", \"2019-04-13 09:09:04.000000+00:00\", \"2022-09-11 16:29:27.000000+00:00\", \"2021-12-04 08:04:32.000000+00:00\", \"2023-02-19 17:42:11.000000+00:00\", \"2020-09-20 23:00:09.000000+00:00\", \"2019-10-30 09:20:07.000000+00:00\", \"2022-12-13 14:45:29.000000+00:00\"], \"session_ids\": [\"b60c1d49-25e9-48f2-86f4-2abc15c26d3c\", \"3c09f812-c604-4fbd-8b82-0d7364b50bf3\", \"8870e0ec-08c6-4e0c-91c3-4d8b0434d550\", \"3282ab53-9634-4cc0-8599-0ec7f7c47b99\", \"68410359-7006-42bf-a936-be2d81841b34\", \"18e9f025-8a0d-42fa-aa4f-7b99386e1b73\", \"d0807e13-fc8f-4e96-a9e2-e3b18389f262\", \"8bcdad5c-f11c-49cd-8362-8d05aaed9801\", \"31e4646d-9804-469d-97da-a697bbf1fef4\"], \"total_duration\": 3964.0, \"total_sessions\": 9, \"mean_week_duration\": 19.624}, \"11271\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-10-08 02:32:03.000000+00:00\", \"2021-11-05 18:03:17.000000+00:00\"], \"session_ids\": [\"29c3cd87-56d8-40ce-ac41-11d292aaf6a7\", \"c689d560-82e3-49b8-a4d2-cab8b902dde3\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 12.5}, \"90762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-08-25 07:59:40.000000+00:00\", \"2019-07-10 21:39:21.000000+00:00\", \"2020-10-05 12:26:30.000000+00:00\", \"2019-02-28 21:42:26.000000+00:00\"], \"session_ids\": [\"48f5f9b8-068d-4c13-ab26-9adb213db72d\", \"40740c71-ec33-4be9-88fa-38f1309c6d1d\", \"3c6987d2-4c63-45ae-94ee-65f64474bd24\", \"1d018583-f151-43dc-855c-1d370bada1f5\"], \"total_duration\": 243.0, \"total_sessions\": 4, \"mean_week_duration\": 1.335}, \"90508\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-11-19 19:33:33.000000+00:00\", \"2022-02-07 04:02:50.000000+00:00\", \"2021-10-12 14:28:53.000000+00:00\", \"2022-09-12 03:52:47.000000+00:00\", \"2020-04-07 04:51:27.000000+00:00\"], \"session_ids\": [\"40418db2-c0b6-4ed7-9f6c-4de680211d9d\", \"24459d7d-eae4-4dfb-a0c6-794408aad93e\", \"0f821e5b-1d50-44d8-9ee8-e9465ea2bab4\", \"ccca9e2d-6473-41fd-a4b3-e02f262a6d5e\", \"d67da6a0-c054-4a5c-bed2-0e885f390c03\"], \"total_duration\": 44.0, \"total_sessions\": 5, \"mean_week_duration\": 0.321}, \"28302\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-22 12:45:30.000000+00:00\", \"2023-03-03 10:38:11.000000+00:00\"], \"session_ids\": [\"8e5b7fd1-cbfc-4251-8b67-44b2fc1fd022\", \"a96af05d-54f1-4b46-a82f-075076301b0d\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 3.732}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 5 and are equal or less than 45"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[5, 45]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91175\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-12 20:47:24.000000+00:00\", \"2022-12-31 21:06:30.000000+00:00\"], \"session_ids\": [\"913c3827-926c-4d24-a2dc-96ab27274a96\", \"099025df-2701-4678-b98b-6f8985bc4300\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 16.75}, \"47510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-27 04:52:50.000000+00:00\", \"2022-11-01 07:37:42.000000+00:00\", \"2019-04-13 09:09:04.000000+00:00\", \"2022-09-11 16:29:27.000000+00:00\", \"2021-12-04 08:04:32.000000+00:00\", \"2023-02-19 17:42:11.000000+00:00\", \"2020-09-20 23:00:09.000000+00:00\", \"2019-10-30 09:20:07.000000+00:00\", \"2022-12-13 14:45:29.000000+00:00\"], \"session_ids\": [\"b60c1d49-25e9-48f2-86f4-2abc15c26d3c\", \"3c09f812-c604-4fbd-8b82-0d7364b50bf3\", \"8870e0ec-08c6-4e0c-91c3-4d8b0434d550\", \"3282ab53-9634-4cc0-8599-0ec7f7c47b99\", \"68410359-7006-42bf-a936-be2d81841b34\", \"18e9f025-8a0d-42fa-aa4f-7b99386e1b73\", \"d0807e13-fc8f-4e96-a9e2-e3b18389f262\", \"8bcdad5c-f11c-49cd-8362-8d05aaed9801\", \"31e4646d-9804-469d-97da-a697bbf1fef4\"], \"total_duration\": 3964.0, \"total_sessions\": 9, \"mean_week_duration\": 19.624}, \"11271\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-10-08 02:32:03.000000+00:00\", \"2021-11-05 18:03:17.000000+00:00\"], \"session_ids\": [\"29c3cd87-56d8-40ce-ac41-11d292aaf6a7\", \"c689d560-82e3-49b8-a4d2-cab8b902dde3\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 12.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"47510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-27 04:52:50.000000+00:00\", \"2022-11-01 07:37:42.000000+00:00\", \"2019-04-13 09:09:04.000000+00:00\", \"2022-09-11 16:29:27.000000+00:00\", \"2021-12-04 08:04:32.000000+00:00\", \"2023-02-19 17:42:11.000000+00:00\", \"2020-09-20 23:00:09.000000+00:00\", \"2019-10-30 09:20:07.000000+00:00\", \"2022-12-13 14:45:29.000000+00:00\"], \"session_ids\": [\"b60c1d49-25e9-48f2-86f4-2abc15c26d3c\", \"3c09f812-c604-4fbd-8b82-0d7364b50bf3\", \"8870e0ec-08c6-4e0c-91c3-4d8b0434d550\", \"3282ab53-9634-4cc0-8599-0ec7f7c47b99\", \"68410359-7006-42bf-a936-be2d81841b34\", \"18e9f025-8a0d-42fa-aa4f-7b99386e1b73\", \"d0807e13-fc8f-4e96-a9e2-e3b18389f262\", \"8bcdad5c-f11c-49cd-8362-8d05aaed9801\", \"31e4646d-9804-469d-97da-a697bbf1fef4\"], \"total_duration\": 3964.0, \"total_sessions\": 9, \"mean_week_duration\": 19.624}}, {\"91175\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-12 20:47:24.000000+00:00\", \"2022-12-31 21:06:30.000000+00:00\"], \"session_ids\": [\"913c3827-926c-4d24-a2dc-96ab27274a96\", \"099025df-2701-4678-b98b-6f8985bc4300\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 16.75}}, {\"11271\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-10-08 02:32:03.000000+00:00\", \"2021-11-05 18:03:17.000000+00:00\"], \"session_ids\": [\"29c3cd87-56d8-40ce-ac41-11d292aaf6a7\", \"c689d560-82e3-49b8-a4d2-cab8b902dde3\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 12.5}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"47510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-27 04:52:50.000000+00:00\", \"2022-11-01 07:37:42.000000+00:00\", \"2019-04-13 09:09:04.000000+00:00\", \"2022-09-11 16:29:27.000000+00:00\", \"2021-12-04 08:04:32.000000+00:00\", \"2023-02-19 17:42:11.000000+00:00\", \"2020-09-20 23:00:09.000000+00:00\", \"2019-10-30 09:20:07.000000+00:00\", \"2022-12-13 14:45:29.000000+00:00\"], \"session_ids\": [\"b60c1d49-25e9-48f2-86f4-2abc15c26d3c\", \"3c09f812-c604-4fbd-8b82-0d7364b50bf3\", \"8870e0ec-08c6-4e0c-91c3-4d8b0434d550\", \"3282ab53-9634-4cc0-8599-0ec7f7c47b99\", \"68410359-7006-42bf-a936-be2d81841b34\", \"18e9f025-8a0d-42fa-aa4f-7b99386e1b73\", \"d0807e13-fc8f-4e96-a9e2-e3b18389f262\", \"8bcdad5c-f11c-49cd-8362-8d05aaed9801\", \"31e4646d-9804-469d-97da-a697bbf1fef4\"], \"total_duration\": 3964.0, \"total_sessions\": 9, \"mean_week_duration\": 19.624}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"47510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-27 04:52:50.000000+00:00\", \"2022-11-01 07:37:42.000000+00:00\", \"2019-04-13 09:09:04.000000+00:00\", \"2022-09-11 16:29:27.000000+00:00\", \"2021-12-04 08:04:32.000000+00:00\", \"2023-02-19 17:42:11.000000+00:00\", \"2020-09-20 23:00:09.000000+00:00\", \"2019-10-30 09:20:07.000000+00:00\", \"2022-12-13 14:45:29.000000+00:00\"], \"session_ids\": [\"b60c1d49-25e9-48f2-86f4-2abc15c26d3c\", \"3c09f812-c604-4fbd-8b82-0d7364b50bf3\", \"8870e0ec-08c6-4e0c-91c3-4d8b0434d550\", \"3282ab53-9634-4cc0-8599-0ec7f7c47b99\", \"68410359-7006-42bf-a936-be2d81841b34\", \"18e9f025-8a0d-42fa-aa4f-7b99386e1b73\", \"d0807e13-fc8f-4e96-a9e2-e3b18389f262\", \"8bcdad5c-f11c-49cd-8362-8d05aaed9801\", \"31e4646d-9804-469d-97da-a697bbf1fef4\"], \"total_duration\": 3964.0, \"total_sessions\": 9, \"mean_week_duration\": 19.624}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 5 users with a mean of duration of sessions per week = 9 also carry out sorting by name of the city ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"71308\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-03 07:48:31.000000+00:00\", \"2020-05-19 01:13:36.000000+00:00\", \"2019-04-14 11:05:38.000000+00:00\"], \"session_ids\": [\"63693a23-0173-49d2-b919-7a9a8bafd2f6\", \"748df237-3d0c-4ac1-aa38-ac1880264b89\", \"6c32737a-d835-44e5-ac8d-c5031da804b4\"], \"total_duration\": 220.0, \"total_sessions\": 3, \"mean_week_duration\": 3.793}, \"47449\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-06-21 18:54:32.000000+00:00\", \"2022-12-13 22:52:56.000000+00:00\", \"2023-05-27 22:56:26.000000+00:00\"], \"session_ids\": [\"52600e45-82ad-4d7c-a443-133c7fa8ccac\", \"759a8a45-869c-4a6f-85be-51559b573673\", \"6015b788-b8bb-490b-aaac-5b926908660a\"], \"total_duration\": 155.0, \"total_sessions\": 3, \"mean_week_duration\": 1.535}, \"96921\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-05-20 10:48:38.000000+00:00\", \"2019-02-13 14:15:31.000000+00:00\"], \"session_ids\": [\"5403758d-4521-4336-a581-92d5e72ad523\", \"d2f0ae10-28e4-4ee5-91bb-02948dee80b2\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.085}, \"5492\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-03-14 15:40:45.000000+00:00\", \"2022-03-03 09:55:54.000000+00:00\"], \"session_ids\": [\"e794f711-6c24-4797-9f6c-4c52733508ab\", \"d20a516b-adde-48bb-a858-38358b32524e\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 2.137}, \"93592\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-02-04 02:41:16.000000+00:00\", \"2021-02-22 11:08:05.000000+00:00\", \"2022-05-27 08:21:25.000000+00:00\", \"2021-05-21 20:43:47.000000+00:00\", \"2020-05-24 05:47:33.000000+00:00\", \"2020-10-16 14:52:35.000000+00:00\", \"2021-12-15 23:34:54.000000+00:00\", \"2020-03-17 21:11:28.000000+00:00\", \"2019-11-17 19:24:15.000000+00:00\", \"2023-02-25 19:08:46.000000+00:00\", \"2019-12-01 23:25:57.000000+00:00\"], \"session_ids\": [\"8874baa5-47cf-4352-b8de-fa8de6905ce8\", \"f83c7427-6976-4343-863a-813f38bf2cc2\", \"2643fd32-e75d-42e4-9424-69aca001880d\", \"90dc6746-a458-4891-b191-8a9a1f619635\", \"a852cd20-9153-43da-b276-3a9704ff3041\", \"afb1cec9-0bdb-4d89-bf77-924da6a90ea3\", \"46dbfdb9-dc1f-41ae-a9b3-c4b21b868ebe\", \"6ba6c345-e5d8-4084-9b68-f0262aaa12d7\", \"8e89c109-2c43-4b72-a476-165063ce509c\", \"eac184c4-d2d1-4801-8d8d-76d93f761dd9\", \"80eb5348-f554-4364-968c-ee395a57c147\"], \"total_duration\": 2891.0, \"total_sessions\": 11, \"mean_week_duration\": 13.637}, \"72922\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 11, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-27 10:40:14.000000+00:00\", \"2021-01-18 15:13:00.000000+00:00\", \"2019-04-08 19:12:10.000000+00:00\", \"2022-02-07 03:57:35.000000+00:00\"], \"session_ids\": [\"5d2b7ccd-1b72-4cf7-a8e7-2d9440155f75\", \"7036f010-42b0-43b0-bc81-e3e79199f970\", \"a5a82dad-8ced-4c28-968b-eede5fc967a3\", \"aebc2e03-d4bd-4b4e-beaf-b37305a25596\"], \"total_duration\": 491.0, \"total_sessions\": 4, \"mean_week_duration\": 3.168}, \"29490\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 7, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-13 18:09:47.000000+00:00\", \"2020-04-30 03:58:23.000000+00:00\"], \"session_ids\": [\"4a8c5b0f-5af4-4e01-acc5-385ef43a1d17\", \"3f1483a1-0ae4-4ed5-92de-267cb2cff10c\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.763}, \"70633\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-28 12:05:05.000000+00:00\", \"2021-05-23 22:12:52.000000+00:00\", \"2020-10-21 03:15:32.000000+00:00\", \"2019-02-09 11:37:34.000000+00:00\", \"2021-09-06 04:30:45.000000+00:00\"], \"session_ids\": [\"21dfad84-b1b9-4a8a-ac38-cf87f1063429\", \"0da24eb6-6f4a-4a07-8a17-884fd1bc5f75\", \"30d8f52d-76b7-4a4a-a359-e92682e9f6e3\", \"d7016149-dbf3-43e8-aefa-b709a4bc764f\", \"f9bb7438-a6db-4325-8e27-85576c877ab4\"], \"total_duration\": 2598.0, \"total_sessions\": 5, \"mean_week_duration\": 19.244}, \"7980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-12-31 22:50:44.000000+00:00\", \"2019-12-08 06:49:32.000000+00:00\"], \"session_ids\": [\"e0b786fb-f664-4b9e-be36-10609b4e4887\", \"94cc2b43-33a3-46a2-a8a1-ed731d94f2b5\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 56.0}, \"56133\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-01 05:01:50.000000+00:00\", \"2019-07-18 14:15:02.000000+00:00\"], \"session_ids\": [\"c5c68dac-8b7a-4799-afab-441929257a7e\", \"70cf2bd7-efe0-4317-b159-25a7ae281cfd\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 131.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[9, 35]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 3 users who live in cities Madrid, Cairo additionaly apply sorting by urban title form the lowest to the highest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"82164\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-03 06:22:17.000000+00:00\", \"2020-02-27 11:09:19.000000+00:00\"], \"session_ids\": [\"ee7c321e-ce80-4359-b39a-6296845a6cfb\", \"21ae7542-865f-4b1d-a9b1-974026b21a36\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.392}, \"18729\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-01-15 19:08:40.000000+00:00\", \"2021-01-16 21:35:09.000000+00:00\"], \"session_ids\": [\"50fe375d-9afd-4fd7-8582-2925203bf943\", \"d430e511-d417-4c8d-881d-a816bd17fcc5\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 9.208}, \"93206\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-04-25 11:06:43.000000+00:00\", \"2020-06-07 08:02:42.000000+00:00\"], \"session_ids\": [\"af41eb0e-04fd-464f-a109-b9ac35013ba4\", \"c90fe5ae-2155-4862-9686-b9fb58145cb8\"], \"total_duration\": 233.0, \"total_sessions\": 2, \"mean_week_duration\": 1.543}, \"93150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2019-11-16 22:48:10.000000+00:00\", \"2020-09-23 15:16:06.000000+00:00\"], \"session_ids\": [\"1d0eb686-5071-4cbe-a1b6-8f182bfc8e11\", \"5d449694-ee21-4d37-9556-b2a1affbb3a7\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 3.067}, \"28625\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-12-27 00:43:59.000000+00:00\", \"2021-12-07 21:18:27.000000+00:00\"], \"session_ids\": [\"64bc0ac4-00e7-4716-a1b2-d8c7a2b4fca7\", \"8dc7c0c5-a3cb-4021-8f4b-50f0e438c399\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 4.28}, \"38722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-21 20:40:29.000000+00:00\", \"2019-02-12 18:07:32.000000+00:00\"], \"session_ids\": [\"5c3b8665-ae93-47de-b0d4-47cb9f96c3c2\", \"55eb713c-292c-427e-b129-2442a49d7f07\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 30.667}, \"32424\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-05 22:51:23.000000+00:00\", \"2022-03-19 09:40:07.000000+00:00\"], \"session_ids\": [\"6ee6e331-3af9-4b65-af62-41a18f471555\", \"48e8eb14-7c1d-4d19-b9f9-d32b92e55983\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 1.839}, \"21303\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-08-08 14:23:09.000000+00:00\", \"2019-03-16 07:31:13.000000+00:00\", \"2019-11-09 13:01:02.000000+00:00\", \"2021-08-31 02:50:25.000000+00:00\"], \"session_ids\": [\"362c888f-b463-4a51-b876-4b3613892cdb\", \"c7541fd9-7b12-43a0-b400-c3390a7d848d\", \"6c2f1582-5657-487e-a3d0-10145a16f47b\", \"484dfc4c-73ce-47b2-9fd4-60cd3ff6d6dd\"], \"total_duration\": 1423.0, \"total_sessions\": 4, \"mean_week_duration\": 11.031}, \"35987\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-03 21:33:16.000000+00:00\", \"2022-06-29 09:52:55.000000+00:00\"], \"session_ids\": [\"2b0f3c28-c03f-442e-899c-5a5a1205b5e2\", \"4d09cef8-0044-4432-81e4-53e4631305cf\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.435}, \"37908\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-12-05 07:58:19.000000+00:00\", \"2023-03-29 23:03:06.000000+00:00\"], \"session_ids\": [\"4874f3da-3bbd-408f-b5cc-14b852bbf134\", \"010420db-e975-4163-a3a4-1c147c784aee\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.882}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Madrid, Cairo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Madrid\", \"Cairo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 4 users whose total time using the app is strictly bigger than 3077 and strictly smaller than 752 and carry out sorting by total time using the app in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"46340\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-19 06:12:59.000000+00:00\", \"2022-03-08 08:38:32.000000+00:00\"], \"session_ids\": [\"e3951069-6d4d-4908-ace7-a540217542e1\", \"e36c496f-9cf4-496b-9c5b-95576d5e0397\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 2.403}, \"44390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-11-04 17:19:08.000000+00:00\", \"2019-02-27 19:23:58.000000+00:00\", \"2021-11-23 21:45:38.000000+00:00\"], \"session_ids\": [\"3a6312ac-0e80-4285-a4c3-d59d99fc8e83\", \"219447ea-b7ff-4b23-8411-b0beb7bc2cfe\", \"a1e842fe-9b8f-44b7-916b-7e1ea997a7d3\"], \"total_duration\": 623.0, \"total_sessions\": 3, \"mean_week_duration\": 4.357}, \"59337\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-05 11:14:33.000000+00:00\", \"2022-07-04 18:02:34.000000+00:00\"], \"session_ids\": [\"e55c8ccb-9ebb-44d7-8f3d-383646c84664\", \"8b3b5c7e-6f82-4ca8-bcdb-30845bcca59c\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 1.216}, \"96476\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-07-07 19:44:46.000000+00:00\", \"2023-05-27 14:18:31.000000+00:00\"], \"session_ids\": [\"a469abd3-70a3-4242-9818-1c20b9bc56dd\", \"020cdec7-1882-4c52-92bb-d036cb00683e\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.727}, \"39241\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-08-14 02:49:48.000000+00:00\", \"2021-11-25 01:37:24.000000+00:00\", \"2021-02-24 12:21:02.000000+00:00\", \"2022-07-19 19:05:26.000000+00:00\", \"2020-08-23 11:41:14.000000+00:00\", \"2021-11-01 06:56:40.000000+00:00\", \"2020-12-04 14:22:13.000000+00:00\"], \"session_ids\": [\"250fb050-9177-421e-be5b-73d60a21ccac\", \"1d7b056a-e0e3-4a11-825e-e6a71ccb45c3\", \"09265584-0935-4f6b-87e2-4b5e30b46a11\", \"c2037192-772b-41a6-a43e-52b6315e0787\", \"dbced9b4-7441-44aa-9c32-84bba3e1e553\", \"60494e44-cf46-4108-9be0-e07372479f25\", \"a2071659-f8cc-4e02-a52b-af29f777f1d4\"], \"total_duration\": 255.0, \"total_sessions\": 7, \"mean_week_duration\": 2.525}, \"77659\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-04-18 08:38:34.000000+00:00\", \"2019-09-27 02:23:57.000000+00:00\"], \"session_ids\": [\"d44807e8-1e4a-46fc-a478-3bd874e9ec77\", \"c1d95527-e31c-47a4-a7d4-c5a15758aff2\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.329}, \"28163\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-24 07:18:53.000000+00:00\", \"2020-11-21 01:46:19.000000+00:00\", \"2021-02-26 11:07:42.000000+00:00\", \"2020-03-22 22:29:49.000000+00:00\", \"2022-04-21 12:00:54.000000+00:00\", \"2020-06-03 16:09:08.000000+00:00\", \"2021-11-16 18:02:26.000000+00:00\", \"2021-03-26 14:38:07.000000+00:00\", \"2020-04-14 20:19:36.000000+00:00\"], \"session_ids\": [\"43345a16-eb7d-44ad-bb38-0f031f4c89be\", \"9bc7f61b-63a7-4038-b761-b8edf4ef8f26\", \"e3e18123-061d-405d-b513-f18ce000174f\", \"037d3dcc-eb9e-43e2-89ac-8ff0443c2e61\", \"1eec130d-d93c-4a7d-913d-275a749c19e7\", \"f5e7de02-8de8-4ec6-9eed-e9305ecf2944\", \"1a329207-5f48-4f10-9161-f1bce9d63d3c\", \"c62c84c7-ab4e-43b8-b31f-3d2298bd7e2a\", \"60936972-13f5-4569-8248-a0094583b4d1\"], \"total_duration\": 121.0, \"total_sessions\": 9, \"mean_week_duration\": 0.752}, \"8305\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-01 23:40:46.000000+00:00\", \"2022-03-27 06:31:31.000000+00:00\"], \"session_ids\": [\"b5377e7b-3623-4ad5-9d2e-25c8ffbaf4ef\", \"f910dfa8-9fff-491b-bcbe-5ac6b538ebcf\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 26.857}, \"87908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-04-06 23:38:08.000000+00:00\", \"2021-11-28 17:40:21.000000+00:00\"], \"session_ids\": [\"089129cb-54e9-4899-bc8a-fa1b731e59d1\", \"712d0464-904b-4ec7-a220-dd3b2d7446ad\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.947}, \"65943\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-02-15 23:12:06.000000+00:00\", \"2022-01-01 11:22:23.000000+00:00\", \"2020-09-04 10:15:14.000000+00:00\", \"2019-08-05 12:32:24.000000+00:00\", \"2021-08-19 18:43:06.000000+00:00\"], \"session_ids\": [\"14002965-3e88-4847-9ce5-9a33f0d99f35\", \"ba3d31d1-65f4-4093-8b61-18b3c97e0fe6\", \"0e16a8ae-0165-41e6-8a97-2a13d64fd815\", \"6cb3a42b-e6e4-46d7-a3d7-fb888946e1c7\", \"1cf1c878-2c7f-4582-afba-678ee951e7b4\"], \"total_duration\": 1835.0, \"total_sessions\": 5, \"mean_week_duration\": 9.919}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 752 and are greater than 3077"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[752, 3077]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"46340\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-19 06:12:59.000000+00:00\", \"2022-03-08 08:38:32.000000+00:00\"], \"session_ids\": [\"e3951069-6d4d-4908-ace7-a540217542e1\", \"e36c496f-9cf4-496b-9c5b-95576d5e0397\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 2.403}, \"44390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-11-04 17:19:08.000000+00:00\", \"2019-02-27 19:23:58.000000+00:00\", \"2021-11-23 21:45:38.000000+00:00\"], \"session_ids\": [\"3a6312ac-0e80-4285-a4c3-d59d99fc8e83\", \"219447ea-b7ff-4b23-8411-b0beb7bc2cfe\", \"a1e842fe-9b8f-44b7-916b-7e1ea997a7d3\"], \"total_duration\": 623.0, \"total_sessions\": 3, \"mean_week_duration\": 4.357}, \"59337\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-05 11:14:33.000000+00:00\", \"2022-07-04 18:02:34.000000+00:00\"], \"session_ids\": [\"e55c8ccb-9ebb-44d7-8f3d-383646c84664\", \"8b3b5c7e-6f82-4ca8-bcdb-30845bcca59c\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 1.216}, \"96476\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-07-07 19:44:46.000000+00:00\", \"2023-05-27 14:18:31.000000+00:00\"], \"session_ids\": [\"a469abd3-70a3-4242-9818-1c20b9bc56dd\", \"020cdec7-1882-4c52-92bb-d036cb00683e\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.727}, \"39241\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-08-14 02:49:48.000000+00:00\", \"2021-11-25 01:37:24.000000+00:00\", \"2021-02-24 12:21:02.000000+00:00\", \"2022-07-19 19:05:26.000000+00:00\", \"2020-08-23 11:41:14.000000+00:00\", \"2021-11-01 06:56:40.000000+00:00\", \"2020-12-04 14:22:13.000000+00:00\"], \"session_ids\": [\"250fb050-9177-421e-be5b-73d60a21ccac\", \"1d7b056a-e0e3-4a11-825e-e6a71ccb45c3\", \"09265584-0935-4f6b-87e2-4b5e30b46a11\", \"c2037192-772b-41a6-a43e-52b6315e0787\", \"dbced9b4-7441-44aa-9c32-84bba3e1e553\", \"60494e44-cf46-4108-9be0-e07372479f25\", \"a2071659-f8cc-4e02-a52b-af29f777f1d4\"], \"total_duration\": 255.0, \"total_sessions\": 7, \"mean_week_duration\": 2.525}, \"77659\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-04-18 08:38:34.000000+00:00\", \"2019-09-27 02:23:57.000000+00:00\"], \"session_ids\": [\"d44807e8-1e4a-46fc-a478-3bd874e9ec77\", \"c1d95527-e31c-47a4-a7d4-c5a15758aff2\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.329}, \"28163\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-24 07:18:53.000000+00:00\", \"2020-11-21 01:46:19.000000+00:00\", \"2021-02-26 11:07:42.000000+00:00\", \"2020-03-22 22:29:49.000000+00:00\", \"2022-04-21 12:00:54.000000+00:00\", \"2020-06-03 16:09:08.000000+00:00\", \"2021-11-16 18:02:26.000000+00:00\", \"2021-03-26 14:38:07.000000+00:00\", \"2020-04-14 20:19:36.000000+00:00\"], \"session_ids\": [\"43345a16-eb7d-44ad-bb38-0f031f4c89be\", \"9bc7f61b-63a7-4038-b761-b8edf4ef8f26\", \"e3e18123-061d-405d-b513-f18ce000174f\", \"037d3dcc-eb9e-43e2-89ac-8ff0443c2e61\", \"1eec130d-d93c-4a7d-913d-275a749c19e7\", \"f5e7de02-8de8-4ec6-9eed-e9305ecf2944\", \"1a329207-5f48-4f10-9161-f1bce9d63d3c\", \"c62c84c7-ab4e-43b8-b31f-3d2298bd7e2a\", \"60936972-13f5-4569-8248-a0094583b4d1\"], \"total_duration\": 121.0, \"total_sessions\": 9, \"mean_week_duration\": 0.752}, \"8305\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-01 23:40:46.000000+00:00\", \"2022-03-27 06:31:31.000000+00:00\"], \"session_ids\": [\"b5377e7b-3623-4ad5-9d2e-25c8ffbaf4ef\", \"f910dfa8-9fff-491b-bcbe-5ac6b538ebcf\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 26.857}, \"87908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-04-06 23:38:08.000000+00:00\", \"2021-11-28 17:40:21.000000+00:00\"], \"session_ids\": [\"089129cb-54e9-4899-bc8a-fa1b731e59d1\", \"712d0464-904b-4ec7-a220-dd3b2d7446ad\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.947}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-04-06 23:38:08.000000+00:00\", \"2021-11-28 17:40:21.000000+00:00\"], \"session_ids\": [\"089129cb-54e9-4899-bc8a-fa1b731e59d1\", \"712d0464-904b-4ec7-a220-dd3b2d7446ad\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.947}}, {\"77659\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-04-18 08:38:34.000000+00:00\", \"2019-09-27 02:23:57.000000+00:00\"], \"session_ids\": [\"d44807e8-1e4a-46fc-a478-3bd874e9ec77\", \"c1d95527-e31c-47a4-a7d4-c5a15758aff2\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.329}}, {\"96476\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-07-07 19:44:46.000000+00:00\", \"2023-05-27 14:18:31.000000+00:00\"], \"session_ids\": [\"a469abd3-70a3-4242-9818-1c20b9bc56dd\", \"020cdec7-1882-4c52-92bb-d036cb00683e\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.727}}, {\"28163\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-24 07:18:53.000000+00:00\", \"2020-11-21 01:46:19.000000+00:00\", \"2021-02-26 11:07:42.000000+00:00\", \"2020-03-22 22:29:49.000000+00:00\", \"2022-04-21 12:00:54.000000+00:00\", \"2020-06-03 16:09:08.000000+00:00\", \"2021-11-16 18:02:26.000000+00:00\", \"2021-03-26 14:38:07.000000+00:00\", \"2020-04-14 20:19:36.000000+00:00\"], \"session_ids\": [\"43345a16-eb7d-44ad-bb38-0f031f4c89be\", \"9bc7f61b-63a7-4038-b761-b8edf4ef8f26\", \"e3e18123-061d-405d-b513-f18ce000174f\", \"037d3dcc-eb9e-43e2-89ac-8ff0443c2e61\", \"1eec130d-d93c-4a7d-913d-275a749c19e7\", \"f5e7de02-8de8-4ec6-9eed-e9305ecf2944\", \"1a329207-5f48-4f10-9161-f1bce9d63d3c\", \"c62c84c7-ab4e-43b8-b31f-3d2298bd7e2a\", \"60936972-13f5-4569-8248-a0094583b4d1\"], \"total_duration\": 121.0, \"total_sessions\": 9, \"mean_week_duration\": 0.752}}, {\"46340\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-19 06:12:59.000000+00:00\", \"2022-03-08 08:38:32.000000+00:00\"], \"session_ids\": [\"e3951069-6d4d-4908-ace7-a540217542e1\", \"e36c496f-9cf4-496b-9c5b-95576d5e0397\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 2.403}}, {\"59337\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-05 11:14:33.000000+00:00\", \"2022-07-04 18:02:34.000000+00:00\"], \"session_ids\": [\"e55c8ccb-9ebb-44d7-8f3d-383646c84664\", \"8b3b5c7e-6f82-4ca8-bcdb-30845bcca59c\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 1.216}}, {\"39241\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-08-14 02:49:48.000000+00:00\", \"2021-11-25 01:37:24.000000+00:00\", \"2021-02-24 12:21:02.000000+00:00\", \"2022-07-19 19:05:26.000000+00:00\", \"2020-08-23 11:41:14.000000+00:00\", \"2021-11-01 06:56:40.000000+00:00\", \"2020-12-04 14:22:13.000000+00:00\"], \"session_ids\": [\"250fb050-9177-421e-be5b-73d60a21ccac\", \"1d7b056a-e0e3-4a11-825e-e6a71ccb45c3\", \"09265584-0935-4f6b-87e2-4b5e30b46a11\", \"c2037192-772b-41a6-a43e-52b6315e0787\", \"dbced9b4-7441-44aa-9c32-84bba3e1e553\", \"60494e44-cf46-4108-9be0-e07372479f25\", \"a2071659-f8cc-4e02-a52b-af29f777f1d4\"], \"total_duration\": 255.0, \"total_sessions\": 7, \"mean_week_duration\": 2.525}}, {\"8305\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-01 23:40:46.000000+00:00\", \"2022-03-27 06:31:31.000000+00:00\"], \"session_ids\": [\"b5377e7b-3623-4ad5-9d2e-25c8ffbaf4ef\", \"f910dfa8-9fff-491b-bcbe-5ac6b538ebcf\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 26.857}}, {\"44390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-11-04 17:19:08.000000+00:00\", \"2019-02-27 19:23:58.000000+00:00\", \"2021-11-23 21:45:38.000000+00:00\"], \"session_ids\": [\"3a6312ac-0e80-4285-a4c3-d59d99fc8e83\", \"219447ea-b7ff-4b23-8411-b0beb7bc2cfe\", \"a1e842fe-9b8f-44b7-916b-7e1ea997a7d3\"], \"total_duration\": 623.0, \"total_sessions\": 3, \"mean_week_duration\": 4.357}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-04-06 23:38:08.000000+00:00\", \"2021-11-28 17:40:21.000000+00:00\"], \"session_ids\": [\"089129cb-54e9-4899-bc8a-fa1b731e59d1\", \"712d0464-904b-4ec7-a220-dd3b2d7446ad\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.947}}, {\"77659\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-04-18 08:38:34.000000+00:00\", \"2019-09-27 02:23:57.000000+00:00\"], \"session_ids\": [\"d44807e8-1e4a-46fc-a478-3bd874e9ec77\", \"c1d95527-e31c-47a4-a7d4-c5a15758aff2\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.329}}, {\"96476\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-07-07 19:44:46.000000+00:00\", \"2023-05-27 14:18:31.000000+00:00\"], \"session_ids\": [\"a469abd3-70a3-4242-9818-1c20b9bc56dd\", \"020cdec7-1882-4c52-92bb-d036cb00683e\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.727}}, {\"28163\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-24 07:18:53.000000+00:00\", \"2020-11-21 01:46:19.000000+00:00\", \"2021-02-26 11:07:42.000000+00:00\", \"2020-03-22 22:29:49.000000+00:00\", \"2022-04-21 12:00:54.000000+00:00\", \"2020-06-03 16:09:08.000000+00:00\", \"2021-11-16 18:02:26.000000+00:00\", \"2021-03-26 14:38:07.000000+00:00\", \"2020-04-14 20:19:36.000000+00:00\"], \"session_ids\": [\"43345a16-eb7d-44ad-bb38-0f031f4c89be\", \"9bc7f61b-63a7-4038-b761-b8edf4ef8f26\", \"e3e18123-061d-405d-b513-f18ce000174f\", \"037d3dcc-eb9e-43e2-89ac-8ff0443c2e61\", \"1eec130d-d93c-4a7d-913d-275a749c19e7\", \"f5e7de02-8de8-4ec6-9eed-e9305ecf2944\", \"1a329207-5f48-4f10-9161-f1bce9d63d3c\", \"c62c84c7-ab4e-43b8-b31f-3d2298bd7e2a\", \"60936972-13f5-4569-8248-a0094583b4d1\"], \"total_duration\": 121.0, \"total_sessions\": 9, \"mean_week_duration\": 0.752}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-04-06 23:38:08.000000+00:00\", \"2021-11-28 17:40:21.000000+00:00\"], \"session_ids\": [\"089129cb-54e9-4899-bc8a-fa1b731e59d1\", \"712d0464-904b-4ec7-a220-dd3b2d7446ad\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.947}}, {\"77659\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-04-18 08:38:34.000000+00:00\", \"2019-09-27 02:23:57.000000+00:00\"], \"session_ids\": [\"d44807e8-1e4a-46fc-a478-3bd874e9ec77\", \"c1d95527-e31c-47a4-a7d4-c5a15758aff2\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.329}}, {\"96476\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-07-07 19:44:46.000000+00:00\", \"2023-05-27 14:18:31.000000+00:00\"], \"session_ids\": [\"a469abd3-70a3-4242-9818-1c20b9bc56dd\", \"020cdec7-1882-4c52-92bb-d036cb00683e\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.727}}, {\"28163\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-24 07:18:53.000000+00:00\", \"2020-11-21 01:46:19.000000+00:00\", \"2021-02-26 11:07:42.000000+00:00\", \"2020-03-22 22:29:49.000000+00:00\", \"2022-04-21 12:00:54.000000+00:00\", \"2020-06-03 16:09:08.000000+00:00\", \"2021-11-16 18:02:26.000000+00:00\", \"2021-03-26 14:38:07.000000+00:00\", \"2020-04-14 20:19:36.000000+00:00\"], \"session_ids\": [\"43345a16-eb7d-44ad-bb38-0f031f4c89be\", \"9bc7f61b-63a7-4038-b761-b8edf4ef8f26\", \"e3e18123-061d-405d-b513-f18ce000174f\", \"037d3dcc-eb9e-43e2-89ac-8ff0443c2e61\", \"1eec130d-d93c-4a7d-913d-275a749c19e7\", \"f5e7de02-8de8-4ec6-9eed-e9305ecf2944\", \"1a329207-5f48-4f10-9161-f1bce9d63d3c\", \"c62c84c7-ab4e-43b8-b31f-3d2298bd7e2a\", \"60936972-13f5-4569-8248-a0094583b4d1\"], \"total_duration\": 121.0, \"total_sessions\": 9, \"mean_week_duration\": 0.752}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about users with a sessions total that is higher than 5 and lower than 5, exclusive 5 and in addition execute sorting by urban title form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29383\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-10-26 23:56:16.000000+00:00\", \"2019-01-01 23:12:22.000000+00:00\"], \"session_ids\": [\"34130a03-9efb-4bd9-b191-04410805c257\", \"98b55ae8-6835-4971-a4db-544e195482ea\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.085}, \"43159\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-08-03 16:20:12.000000+00:00\", \"2019-02-14 17:27:18.000000+00:00\"], \"session_ids\": [\"68d469fe-3bd9-4871-824d-f7ddcc81df68\", \"8a5210c8-0eca-41f9-85e8-fce750c3f9a0\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.295}, \"72160\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2023-04-24 05:49:22.000000+00:00\", \"2022-01-19 21:14:18.000000+00:00\"], \"session_ids\": [\"03d6ac18-743b-4a47-98c6-0035df44d3e4\", \"7df2b6c9-3391-478b-a60d-6f486bed95a6\"], \"total_duration\": 211.0, \"total_sessions\": 2, \"mean_week_duration\": 3.197}, \"95202\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-08-30 23:39:00.000000+00:00\", \"2019-04-15 16:44:52.000000+00:00\", \"2022-08-14 22:20:00.000000+00:00\"], \"session_ids\": [\"952e6bd3-735d-4c45-addd-e6a62845b029\", \"4a18482d-1c4a-4fc8-88f0-f4129c1de638\", \"378b023d-25b5-4a79-b4f5-fd3793d53a40\"], \"total_duration\": 222.0, \"total_sessions\": 3, \"mean_week_duration\": 1.276}, \"26900\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-10-05 02:07:34.000000+00:00\", \"2020-09-09 14:42:26.000000+00:00\", \"2020-07-28 16:34:09.000000+00:00\"], \"session_ids\": [\"d9b073d6-e7e6-47a0-8f88-2a3f6a2d16fa\", \"8edb42c5-2395-4d4f-b0a8-c6b882ea5eeb\", \"177d35d8-247d-4289-a773-5671da92518a\"], \"total_duration\": 421.0, \"total_sessions\": 3, \"mean_week_duration\": 3.693}, \"98508\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-28 15:39:44.000000+00:00\", \"2022-06-25 19:14:34.000000+00:00\", \"2019-12-09 22:08:08.000000+00:00\", \"2020-01-12 22:58:56.000000+00:00\"], \"session_ids\": [\"6c244828-2074-4d41-9436-0a0ece3c23f6\", \"b3581ae3-1999-4b10-a490-48255a0378ff\", \"4547ce80-eb12-4bf7-8eda-ff020cec17cb\", \"b4d8431e-d305-4536-85ed-f24a2e112dd7\"], \"total_duration\": 1624.0, \"total_sessions\": 4, \"mean_week_duration\": 12.211}, \"48588\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-06 19:48:33.000000+00:00\", \"2020-09-22 05:13:42.000000+00:00\", \"2022-10-04 13:34:35.000000+00:00\", \"2020-01-18 16:30:43.000000+00:00\", \"2022-05-01 13:52:29.000000+00:00\"], \"session_ids\": [\"c7e5a919-c4ab-4285-b9f6-47b503cd8c53\", \"5867a805-0184-4d85-b0f1-f5f513ada1ed\", \"e4a14cdf-73d8-48b9-afcd-5992f2480fb8\", \"45a756aa-7510-4a84-bf6c-ea142dc4dfcc\", \"7655aef9-858f-4c7a-805e-01596d401052\"], \"total_duration\": 800.0, \"total_sessions\": 5, \"mean_week_duration\": 5.634}, \"66617\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-23 12:39:18.000000+00:00\", \"2022-07-22 10:31:34.000000+00:00\", \"2019-06-22 16:25:52.000000+00:00\"], \"session_ids\": [\"c2edb020-1064-423f-98df-7d2d6caffcb9\", \"7bc3d400-25a4-46bd-a1d0-b350b9a6b93f\", \"5a24d55e-c142-4269-9051-29c9ffc33ced\"], \"total_duration\": 1090.0, \"total_sessions\": 3, \"mean_week_duration\": 6.089}, \"9353\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-07-11 18:26:38.000000+00:00\", \"2019-08-28 16:31:53.000000+00:00\"], \"session_ids\": [\"94a1643d-116c-44d9-94b3-3e6ca3005ad4\", \"9bf244ba-33a0-4da0-908f-4ebeaed1cd47\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.98}, \"28413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-09-18 07:38:34.000000+00:00\", \"2019-05-29 01:54:22.000000+00:00\", \"2020-12-12 18:54:53.000000+00:00\", \"2020-01-22 19:23:16.000000+00:00\", \"2019-11-21 22:39:58.000000+00:00\", \"2021-02-08 16:04:06.000000+00:00\"], \"session_ids\": [\"b3880b3c-1b88-496d-ba80-bfef2cb8b8e9\", \"dd7d1bcb-76f0-40a4-bc75-cadfa2f7f787\", \"bc1d95cb-a893-4d86-8cec-1c7bcf48a44f\", \"673cf936-5efe-478d-9345-56b38348a352\", \"f970cbde-9691-4635-a38e-bce45b04ef44\", \"297781c5-0899-4dbe-b5b0-e26029e08656\"], \"total_duration\": 88.0, \"total_sessions\": 6, \"mean_week_duration\": 0.989}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 5 and are less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[5, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about user whose cities are Helsinki, Nairobi, Vienna, Moscow, Athens, Belize City, Guatemala City also sort by count of sessions from the largest to the smallest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12049\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-09-28 13:38:44.000000+00:00\", \"2022-11-28 23:31:50.000000+00:00\"], \"session_ids\": [\"f1d6cbc9-dba3-4ba8-a16e-ba7e31b872e5\", \"2c057725-2611-45bb-85a0-08e83e5bea7e\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 2.607}, \"60279\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-04 09:00:05.000000+00:00\", \"2022-06-17 21:42:56.000000+00:00\"], \"session_ids\": [\"b449f935-1dc3-4c80-9132-d3c975fcece5\", \"e00aed55-0573-463f-8c1d-427143939b23\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.321}, \"57757\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-29 07:39:57.000000+00:00\", \"2021-04-04 08:55:26.000000+00:00\"], \"session_ids\": [\"741eec1e-c808-4f2b-b58d-8dd5a56d8d83\", \"a55f293f-206b-4355-ad60-4987695f8ed5\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 2.641}, \"92713\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-01 17:07:44.000000+00:00\", \"2021-04-22 03:29:16.000000+00:00\", \"2020-07-10 19:45:04.000000+00:00\", \"2019-04-29 21:36:35.000000+00:00\", \"2022-12-09 23:52:58.000000+00:00\", \"2019-05-19 05:31:07.000000+00:00\", \"2020-04-30 19:20:32.000000+00:00\", \"2022-12-21 04:54:44.000000+00:00\"], \"session_ids\": [\"a2bc14e1-c5ba-42bd-b882-bbb167f43c97\", \"59e57be5-97f1-47a0-b47c-be0848f10020\", \"4d702b64-b606-43b1-8bac-5c158fca7ec1\", \"463dab3b-3c48-456d-96cd-9794cd2f0999\", \"480efba0-d87e-4650-a8d7-e9de4ff86f77\", \"09e902d6-bd20-4f08-93ae-a3a68db6697b\", \"c38c7ede-2564-4806-a93e-dc6ab8d22a04\", \"29aa822f-bb45-4031-820c-91085c01e419\"], \"total_duration\": 5206.0, \"total_sessions\": 8, \"mean_week_duration\": 27.257}, \"92766\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-14 03:06:20.000000+00:00\", \"2019-08-06 01:18:49.000000+00:00\", \"2021-04-23 02:55:43.000000+00:00\", \"2019-06-22 01:29:59.000000+00:00\", \"2023-04-03 05:07:16.000000+00:00\", \"2021-09-25 12:00:07.000000+00:00\", \"2019-02-10 08:12:00.000000+00:00\", \"2023-04-19 09:07:42.000000+00:00\"], \"session_ids\": [\"03f1d969-17d2-422b-90c2-a53ac7d6113d\", \"c8753c38-2df9-4a8e-8f87-45b6733bc0f3\", \"7e06a3b2-203b-4207-b5df-2dcf5d18a11c\", \"914fdc35-4000-49e9-83a1-4f947845ebff\", \"cf5ff7d2-8526-4d9e-9c41-4a36552d2632\", \"55f6231e-e7fd-4c51-abbb-f7d5875a267d\", \"108677cb-dddf-4c86-8dcc-ffa20c916bf0\", \"431ac501-52b1-4fd6-8887-417611a61e90\"], \"total_duration\": 232.0, \"total_sessions\": 8, \"mean_week_duration\": 1.059}, \"72609\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-10-07 06:26:10.000000+00:00\", \"2022-12-01 00:34:24.000000+00:00\"], \"session_ids\": [\"3f92c98e-2fb0-4476-985c-bd8ba90d5935\", \"978614cb-a49d-4eb4-afac-361f3bcb5039\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.3}, \"80586\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-27 08:53:35.000000+00:00\", \"2019-11-20 05:06:09.000000+00:00\"], \"session_ids\": [\"59c6a347-98a3-4d59-8d95-f9efb22eb842\", \"802b1a01-bd56-4ee3-9009-020c31d92c31\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.373}, \"13493\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-16 19:40:29.000000+00:00\", \"2021-07-13 07:35:28.000000+00:00\", \"2021-12-10 03:43:14.000000+00:00\", \"2021-05-15 19:34:38.000000+00:00\", \"2023-06-30 18:44:01.000000+00:00\", \"2020-07-10 00:55:26.000000+00:00\", \"2020-01-30 00:07:39.000000+00:00\", \"2021-03-19 02:00:11.000000+00:00\", \"2020-09-30 18:00:38.000000+00:00\", \"2020-10-02 13:52:56.000000+00:00\", \"2019-02-09 13:39:05.000000+00:00\"], \"session_ids\": [\"04599604-8944-4621-8c54-6dc93d7df11b\", \"f1081e9f-1b9c-4ff5-9b10-5c605d0812b2\", \"0e263486-fdc7-4f78-b3dd-383d25d7dec2\", \"6da3273c-a24c-4063-9436-a51e28034551\", \"c48de40d-a52d-4ed5-91d8-8a253b87677e\", \"1236f168-22ec-4e3c-a4cd-35dd925993bd\", \"98f6bb23-a814-4bdf-a6e9-6ce7201a42a0\", \"a928d75d-d482-4e39-ae74-db5d4ea292b9\", \"2fba23d7-f93c-46a0-ac30-df80d3e7e82a\", \"7c2f1e90-b854-4905-a772-fd5dcaa9f1b2\", \"099e2f6b-187a-4e0b-92a6-2d418e689d90\"], \"total_duration\": 1079.0, \"total_sessions\": 11, \"mean_week_duration\": 4.712}, \"1687\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-11 11:48:04.000000+00:00\", \"2021-01-05 02:38:05.000000+00:00\"], \"session_ids\": [\"5bdf4c69-517f-48f5-b0a6-8f91b57cc1a7\", \"975fe043-3e35-4f2d-bbf6-1ec39c4775f9\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.872}, \"61353\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-25 22:10:28.000000+00:00\", \"2019-10-25 11:45:23.000000+00:00\"], \"session_ids\": [\"26d31aa8-86cf-48f6-ae39-86c6e238c4f7\", \"a3027619-6bdd-49a3-8df1-e41253d483ba\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 3.4}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Helsinki, Nairobi, Vienna, Moscow, Athens, Belize City, Guatemala City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Helsinki\", \"Nairobi\", \"Vienna\", \"Moscow\", \"Athens\", \"Belize City\", \"Guatemala City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12049\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-09-28 13:38:44.000000+00:00\", \"2022-11-28 23:31:50.000000+00:00\"], \"session_ids\": [\"f1d6cbc9-dba3-4ba8-a16e-ba7e31b872e5\", \"2c057725-2611-45bb-85a0-08e83e5bea7e\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 2.607}, \"92766\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-14 03:06:20.000000+00:00\", \"2019-08-06 01:18:49.000000+00:00\", \"2021-04-23 02:55:43.000000+00:00\", \"2019-06-22 01:29:59.000000+00:00\", \"2023-04-03 05:07:16.000000+00:00\", \"2021-09-25 12:00:07.000000+00:00\", \"2019-02-10 08:12:00.000000+00:00\", \"2023-04-19 09:07:42.000000+00:00\"], \"session_ids\": [\"03f1d969-17d2-422b-90c2-a53ac7d6113d\", \"c8753c38-2df9-4a8e-8f87-45b6733bc0f3\", \"7e06a3b2-203b-4207-b5df-2dcf5d18a11c\", \"914fdc35-4000-49e9-83a1-4f947845ebff\", \"cf5ff7d2-8526-4d9e-9c41-4a36552d2632\", \"55f6231e-e7fd-4c51-abbb-f7d5875a267d\", \"108677cb-dddf-4c86-8dcc-ffa20c916bf0\", \"431ac501-52b1-4fd6-8887-417611a61e90\"], \"total_duration\": 232.0, \"total_sessions\": 8, \"mean_week_duration\": 1.059}, \"61353\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-25 22:10:28.000000+00:00\", \"2019-10-25 11:45:23.000000+00:00\"], \"session_ids\": [\"26d31aa8-86cf-48f6-ae39-86c6e238c4f7\", \"a3027619-6bdd-49a3-8df1-e41253d483ba\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 3.4}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92766\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-14 03:06:20.000000+00:00\", \"2019-08-06 01:18:49.000000+00:00\", \"2021-04-23 02:55:43.000000+00:00\", \"2019-06-22 01:29:59.000000+00:00\", \"2023-04-03 05:07:16.000000+00:00\", \"2021-09-25 12:00:07.000000+00:00\", \"2019-02-10 08:12:00.000000+00:00\", \"2023-04-19 09:07:42.000000+00:00\"], \"session_ids\": [\"03f1d969-17d2-422b-90c2-a53ac7d6113d\", \"c8753c38-2df9-4a8e-8f87-45b6733bc0f3\", \"7e06a3b2-203b-4207-b5df-2dcf5d18a11c\", \"914fdc35-4000-49e9-83a1-4f947845ebff\", \"cf5ff7d2-8526-4d9e-9c41-4a36552d2632\", \"55f6231e-e7fd-4c51-abbb-f7d5875a267d\", \"108677cb-dddf-4c86-8dcc-ffa20c916bf0\", \"431ac501-52b1-4fd6-8887-417611a61e90\"], \"total_duration\": 232.0, \"total_sessions\": 8, \"mean_week_duration\": 1.059}}, {\"12049\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-09-28 13:38:44.000000+00:00\", \"2022-11-28 23:31:50.000000+00:00\"], \"session_ids\": [\"f1d6cbc9-dba3-4ba8-a16e-ba7e31b872e5\", \"2c057725-2611-45bb-85a0-08e83e5bea7e\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 2.607}}, {\"61353\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-25 22:10:28.000000+00:00\", \"2019-10-25 11:45:23.000000+00:00\"], \"session_ids\": [\"26d31aa8-86cf-48f6-ae39-86c6e238c4f7\", \"a3027619-6bdd-49a3-8df1-e41253d483ba\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 3.4}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92766\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-14 03:06:20.000000+00:00\", \"2019-08-06 01:18:49.000000+00:00\", \"2021-04-23 02:55:43.000000+00:00\", \"2019-06-22 01:29:59.000000+00:00\", \"2023-04-03 05:07:16.000000+00:00\", \"2021-09-25 12:00:07.000000+00:00\", \"2019-02-10 08:12:00.000000+00:00\", \"2023-04-19 09:07:42.000000+00:00\"], \"session_ids\": [\"03f1d969-17d2-422b-90c2-a53ac7d6113d\", \"c8753c38-2df9-4a8e-8f87-45b6733bc0f3\", \"7e06a3b2-203b-4207-b5df-2dcf5d18a11c\", \"914fdc35-4000-49e9-83a1-4f947845ebff\", \"cf5ff7d2-8526-4d9e-9c41-4a36552d2632\", \"55f6231e-e7fd-4c51-abbb-f7d5875a267d\", \"108677cb-dddf-4c86-8dcc-ffa20c916bf0\", \"431ac501-52b1-4fd6-8887-417611a61e90\"], \"total_duration\": 232.0, \"total_sessions\": 8, \"mean_week_duration\": 1.059}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92766\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-14 03:06:20.000000+00:00\", \"2019-08-06 01:18:49.000000+00:00\", \"2021-04-23 02:55:43.000000+00:00\", \"2019-06-22 01:29:59.000000+00:00\", \"2023-04-03 05:07:16.000000+00:00\", \"2021-09-25 12:00:07.000000+00:00\", \"2019-02-10 08:12:00.000000+00:00\", \"2023-04-19 09:07:42.000000+00:00\"], \"session_ids\": [\"03f1d969-17d2-422b-90c2-a53ac7d6113d\", \"c8753c38-2df9-4a8e-8f87-45b6733bc0f3\", \"7e06a3b2-203b-4207-b5df-2dcf5d18a11c\", \"914fdc35-4000-49e9-83a1-4f947845ebff\", \"cf5ff7d2-8526-4d9e-9c41-4a36552d2632\", \"55f6231e-e7fd-4c51-abbb-f7d5875a267d\", \"108677cb-dddf-4c86-8dcc-ffa20c916bf0\", \"431ac501-52b1-4fd6-8887-417611a61e90\"], \"total_duration\": 232.0, \"total_sessions\": 8, \"mean_week_duration\": 1.059}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about users with a sum of duration that is above 3647 and below 100, exclusively 100 , and perform sorting by time using the app per week in desc order , moreover display only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78592\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-20 18:13:24.000000+00:00\", \"2021-01-02 13:07:45.000000+00:00\", \"2020-04-03 21:41:40.000000+00:00\"], \"session_ids\": [\"13241d9b-aed8-4e95-965d-51863d513f49\", \"1f5a3b8e-9767-4ac7-9028-52e1d7bf3f18\", \"27545943-9512-49da-9349-a19dfbb29104\"], \"total_duration\": 419.0, \"total_sessions\": 3, \"mean_week_duration\": 6.254}, \"19955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-02-06 08:57:57.000000+00:00\", \"2023-02-02 14:36:47.000000+00:00\"], \"session_ids\": [\"2196fae3-033d-4e0e-a5b8-0ad0d20f1426\", \"d891b412-2f0e-40cb-b0b9-fcc748449950\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.442}, \"99044\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2020-08-12 06:56:23.000000+00:00\", \"2022-12-09 06:03:51.000000+00:00\", \"2022-02-18 15:16:44.000000+00:00\", \"2019-06-02 09:02:11.000000+00:00\", \"2020-07-17 01:59:16.000000+00:00\"], \"session_ids\": [\"273bd5d1-cb3b-4b1f-8d4b-68a4f22b4302\", \"e384c320-4ccc-4116-858b-a433b388d213\", \"c4e974a2-6e51-4fc9-87aa-1ae7fea28fad\", \"43898f14-bc9e-4f45-b4d1-d5dc19904794\", \"b0575b67-7eaf-48b1-9dd3-199b1f46b369\"], \"total_duration\": 2737.0, \"total_sessions\": 5, \"mean_week_duration\": 14.875}, \"39219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-25 01:52:21.000000+00:00\", \"2021-10-12 05:40:40.000000+00:00\"], \"session_ids\": [\"603b82c8-1959-42a9-b0da-3bb9b0422849\", \"8f0e21d6-c1ae-4636-94af-ee108eb85db6\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.708}, \"30434\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-27 06:42:00.000000+00:00\", \"2020-12-08 20:24:31.000000+00:00\"], \"session_ids\": [\"f9cda237-eeec-493a-9440-3e4671214482\", \"e9bfac03-6138-4ede-8dc3-5f5f88c46146\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 1.898}, \"48458\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-05-06 12:18:43.000000+00:00\", \"2020-09-26 11:17:48.000000+00:00\", \"2023-05-04 20:03:04.000000+00:00\"], \"session_ids\": [\"288e55fe-8afd-4729-8abb-d483d34930c1\", \"5510d99c-9c02-4fae-8307-314ad99365db\", \"afaeffbf-7c5e-4c1d-9e5b-87f3c8419cf6\"], \"total_duration\": 553.0, \"total_sessions\": 3, \"mean_week_duration\": 4.066}, \"71027\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-22 22:15:06.000000+00:00\", \"2023-01-18 17:49:39.000000+00:00\", \"2022-01-30 23:48:59.000000+00:00\"], \"session_ids\": [\"adf96055-98dc-442d-a1f0-dc8d05d13403\", \"c12190a9-08d8-4caa-a154-c49eebd575d8\", \"bbbd0d50-6ba4-4008-84c7-22f9586cdf87\"], \"total_duration\": 201.0, \"total_sessions\": 3, \"mean_week_duration\": 2.956}, \"16571\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-28 14:23:28.000000+00:00\", \"2019-03-29 06:16:38.000000+00:00\"], \"session_ids\": [\"782e4837-da5b-4f6d-b568-606597772af6\", \"f78857ce-3ec3-4369-95fa-5fba532513f5\"], \"total_duration\": 217.0, \"total_sessions\": 2, \"mean_week_duration\": 1.276}, \"68270\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-22 15:53:16.000000+00:00\", \"2022-01-11 05:58:31.000000+00:00\", \"2023-01-09 06:10:35.000000+00:00\", \"2019-11-27 20:10:07.000000+00:00\", \"2022-10-11 06:16:15.000000+00:00\", \"2019-11-29 14:58:01.000000+00:00\", \"2021-08-11 02:23:28.000000+00:00\", \"2021-01-04 02:50:50.000000+00:00\"], \"session_ids\": [\"8634836b-e0d6-49d5-a8eb-917a926fa196\", \"757f205b-19e8-4ea0-9cbb-6a245171a1a8\", \"fc5c48b9-4ef6-4e13-9401-43bf8505ca64\", \"15159eb8-03f2-4c5e-a764-ebe891ff45f6\", \"4c583e2d-d8b3-4e0b-a9c4-6cff0d52301a\", \"8e6ecb95-f4d6-4ef8-bb17-5d86a75a4af9\", \"005fb195-acc4-4489-8315-357f4d791bac\", \"37e0e1fc-2954-4544-bec7-61f72598e751\"], \"total_duration\": 242.0, \"total_sessions\": 8, \"mean_week_duration\": 1.485}, \"42882\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-11-02 07:32:55.000000+00:00\", \"2020-11-14 17:09:13.000000+00:00\", \"2023-04-17 06:24:03.000000+00:00\", \"2019-06-09 18:00:22.000000+00:00\", \"2022-01-21 12:01:59.000000+00:00\"], \"session_ids\": [\"6dceb911-334b-40ae-a6fa-9c1eadba3a9a\", \"7a4001cd-643d-444d-a1fc-12c2e1ec861d\", \"0f5065e7-ea0a-4cac-a6c9-7a9309abb2a2\", \"8a1bc31e-fe9b-400d-a399-5c63bf8973fd\", \"e37a24ec-aea5-440e-bd30-34dba05beaf1\"], \"total_duration\": 1452.0, \"total_sessions\": 5, \"mean_week_duration\": 7.224}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 100 and are equal or greater than 3647"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[100, 3647]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-02-06 08:57:57.000000+00:00\", \"2023-02-02 14:36:47.000000+00:00\"], \"session_ids\": [\"2196fae3-033d-4e0e-a5b8-0ad0d20f1426\", \"d891b412-2f0e-40cb-b0b9-fcc748449950\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.442}, \"39219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-25 01:52:21.000000+00:00\", \"2021-10-12 05:40:40.000000+00:00\"], \"session_ids\": [\"603b82c8-1959-42a9-b0da-3bb9b0422849\", \"8f0e21d6-c1ae-4636-94af-ee108eb85db6\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.708}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"39219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-25 01:52:21.000000+00:00\", \"2021-10-12 05:40:40.000000+00:00\"], \"session_ids\": [\"603b82c8-1959-42a9-b0da-3bb9b0422849\", \"8f0e21d6-c1ae-4636-94af-ee108eb85db6\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.708}}, {\"19955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-02-06 08:57:57.000000+00:00\", \"2023-02-02 14:36:47.000000+00:00\"], \"session_ids\": [\"2196fae3-033d-4e0e-a5b8-0ad0d20f1426\", \"d891b412-2f0e-40cb-b0b9-fcc748449950\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.442}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"39219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-25 01:52:21.000000+00:00\", \"2021-10-12 05:40:40.000000+00:00\"], \"session_ids\": [\"603b82c8-1959-42a9-b0da-3bb9b0422849\", \"8f0e21d6-c1ae-4636-94af-ee108eb85db6\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.708}}, {\"19955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-02-06 08:57:57.000000+00:00\", \"2023-02-02 14:36:47.000000+00:00\"], \"session_ids\": [\"2196fae3-033d-4e0e-a5b8-0ad0d20f1426\", \"d891b412-2f0e-40cb-b0b9-fcc748449950\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.442}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"39219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-25 01:52:21.000000+00:00\", \"2021-10-12 05:40:40.000000+00:00\"], \"session_ids\": [\"603b82c8-1959-42a9-b0da-3bb9b0422849\", \"8f0e21d6-c1ae-4636-94af-ee108eb85db6\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.708}}, {\"19955\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-02-06 08:57:57.000000+00:00\", \"2023-02-02 14:36:47.000000+00:00\"], \"session_ids\": [\"2196fae3-033d-4e0e-a5b8-0ad0d20f1426\", \"d891b412-2f0e-40cb-b0b9-fcc748449950\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.442}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 5 users with a number of sessions that is 4 and do sorting by mean_week_duration in ascending , moreover keep only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9901\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-04-03 11:29:00.000000+00:00\", \"2020-04-02 21:09:00.000000+00:00\"], \"session_ids\": [\"f612c33b-ccda-4c8e-8cee-be40a2675bae\", \"7ba524bb-1e1d-4ec5-a154-dd66f9eac741\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 278.0}, \"80847\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-11 16:34:51.000000+00:00\", \"2021-09-15 04:42:20.000000+00:00\"], \"session_ids\": [\"6156b58e-41a2-4cce-a5e1-643d3e5b8d60\", \"6a4cbbbc-6533-4323-a5b0-8a4a4f39fdee\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 9.826}, \"77116\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-16 22:23:35.000000+00:00\", \"2020-01-05 01:58:55.000000+00:00\", \"2019-07-01 18:22:54.000000+00:00\"], \"session_ids\": [\"2befab1e-9737-472e-b053-288c29b9810a\", \"1c7d0329-e726-4216-8315-427e4769bbf8\", \"6771d460-d874-41f6-8fc0-6bd496db34e8\"], \"total_duration\": 442.0, \"total_sessions\": 3, \"mean_week_duration\": 2.57}, \"79812\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-03-27 19:14:11.000000+00:00\", \"2019-05-16 22:36:39.000000+00:00\"], \"session_ids\": [\"189b5dd4-0726-483f-b5d8-16ba2c36d24c\", \"ee2db9f1-af0c-40fc-bcf2-7ad0a8f22d3c\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.378}, \"27628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-09-03 11:20:51.000000+00:00\", \"2021-09-06 16:45:54.000000+00:00\", \"2020-10-25 00:20:36.000000+00:00\", \"2019-09-22 03:07:06.000000+00:00\"], \"session_ids\": [\"f0756382-2190-4d7a-9c32-b520fb3525a6\", \"0e179dc3-9613-460b-8a8b-afdacfda90b3\", \"22ee2ed5-0c2f-48f2-a8f9-5a9ef69808e8\", \"923e489a-849b-446f-9b9b-6cdfad691473\"], \"total_duration\": 573.0, \"total_sessions\": 4, \"mean_week_duration\": 3.721}, \"17447\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-09-22 00:00:04.000000+00:00\", \"2022-06-07 03:39:57.000000+00:00\"], \"session_ids\": [\"83c8831a-78f3-45dc-a836-7bea0d141daa\", \"6d168070-528d-4206-b9b6-7eed5a0f1031\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 0.742}, \"69678\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-03 08:15:09.000000+00:00\", \"2019-08-04 13:19:19.000000+00:00\", \"2021-06-25 11:24:49.000000+00:00\", \"2023-03-18 21:19:20.000000+00:00\", \"2019-09-17 01:13:50.000000+00:00\", \"2020-07-13 14:17:17.000000+00:00\", \"2023-04-10 03:47:26.000000+00:00\", \"2021-01-21 03:30:51.000000+00:00\", \"2021-05-30 01:38:34.000000+00:00\"], \"session_ids\": [\"5d5bf3b1-7f11-4fa7-a872-31eecfeb4387\", \"d3fcf2a1-7d10-4f85-b9d2-d6e8a3bf01a5\", \"cfd28603-36d8-4ed8-b696-4f9010906755\", \"9448985e-5c3a-49da-8009-77f6949d8f4b\", \"a27c839c-68d4-4d5c-bc3b-d2f6917db0b2\", \"9c2f0c01-5db9-4c65-b6be-e4b705fb8921\", \"374987d8-5da2-4a13-b02b-bee14214ca22\", \"151473f0-efa5-4998-a344-d519be999517\", \"7b28f40e-de63-4d01-89ff-ed16c412490f\"], \"total_duration\": 320.0, \"total_sessions\": 9, \"mean_week_duration\": 1.667}, \"75898\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-04 18:47:28.000000+00:00\", \"2021-10-27 03:52:57.000000+00:00\"], \"session_ids\": [\"30d5536b-e58b-476a-b9fe-18e813cd62d6\", \"e862da51-bfb3-40a1-9f00-c5bdbea8b34d\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.245}, \"67200\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-06-06 03:00:43.000000+00:00\", \"2019-01-31 19:40:53.000000+00:00\", \"2022-04-29 03:43:37.000000+00:00\"], \"session_ids\": [\"bdec2ee0-7d1d-46d6-93e8-5dbb318fb840\", \"8a480a7a-a59e-4829-918d-f0eb4e9eb894\", \"208ebc67-8aad-4299-ba1a-e8c62baf1ea6\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 3.586}, \"30589\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-04-11 08:44:06.000000+00:00\", \"2022-02-26 00:55:16.000000+00:00\", \"2019-12-01 19:17:39.000000+00:00\"], \"session_ids\": [\"15dc7ddb-73fb-4397-ae53-c25eae32bfe7\", \"7542df0b-a3a8-4d18-9c43-1d2bb502f505\", \"e76fff90-5a8f-4c37-b42a-a1cf8d87d6c7\"], \"total_duration\": 1005.0, \"total_sessions\": 3, \"mean_week_duration\": 5.71}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"27628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-09-03 11:20:51.000000+00:00\", \"2021-09-06 16:45:54.000000+00:00\", \"2020-10-25 00:20:36.000000+00:00\", \"2019-09-22 03:07:06.000000+00:00\"], \"session_ids\": [\"f0756382-2190-4d7a-9c32-b520fb3525a6\", \"0e179dc3-9613-460b-8a8b-afdacfda90b3\", \"22ee2ed5-0c2f-48f2-a8f9-5a9ef69808e8\", \"923e489a-849b-446f-9b9b-6cdfad691473\"], \"total_duration\": 573.0, \"total_sessions\": 4, \"mean_week_duration\": 3.721}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"27628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-09-03 11:20:51.000000+00:00\", \"2021-09-06 16:45:54.000000+00:00\", \"2020-10-25 00:20:36.000000+00:00\", \"2019-09-22 03:07:06.000000+00:00\"], \"session_ids\": [\"f0756382-2190-4d7a-9c32-b520fb3525a6\", \"0e179dc3-9613-460b-8a8b-afdacfda90b3\", \"22ee2ed5-0c2f-48f2-a8f9-5a9ef69808e8\", \"923e489a-849b-446f-9b9b-6cdfad691473\"], \"total_duration\": 573.0, \"total_sessions\": 4, \"mean_week_duration\": 3.721}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"27628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-09-03 11:20:51.000000+00:00\", \"2021-09-06 16:45:54.000000+00:00\", \"2020-10-25 00:20:36.000000+00:00\", \"2019-09-22 03:07:06.000000+00:00\"], \"session_ids\": [\"f0756382-2190-4d7a-9c32-b520fb3525a6\", \"0e179dc3-9613-460b-8a8b-afdacfda90b3\", \"22ee2ed5-0c2f-48f2-a8f9-5a9ef69808e8\", \"923e489a-849b-446f-9b9b-6cdfad691473\"], \"total_duration\": 573.0, \"total_sessions\": 4, \"mean_week_duration\": 3.721}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"27628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-09-03 11:20:51.000000+00:00\", \"2021-09-06 16:45:54.000000+00:00\", \"2020-10-25 00:20:36.000000+00:00\", \"2019-09-22 03:07:06.000000+00:00\"], \"session_ids\": [\"f0756382-2190-4d7a-9c32-b520fb3525a6\", \"0e179dc3-9613-460b-8a8b-afdacfda90b3\", \"22ee2ed5-0c2f-48f2-a8f9-5a9ef69808e8\", \"923e489a-849b-446f-9b9b-6cdfad691473\"], \"total_duration\": 573.0, \"total_sessions\": 4, \"mean_week_duration\": 3.721}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about users with a duration of sessions per week that is strictly higher than 38 and lower than 19 , carry out sorting by sum of duration of sessions per week in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74704\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-06-10 05:00:16.000000+00:00\", \"2021-09-30 04:05:11.000000+00:00\", \"2019-10-11 08:44:32.000000+00:00\"], \"session_ids\": [\"d6d7c10b-83c6-4de7-862c-39e1943a611d\", \"f9c41b82-7b16-40e7-8853-727c11767dcc\", \"e653fec8-daa2-4583-961f-7e9032b1b111\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.41}, \"85759\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-23 02:41:33.000000+00:00\", \"2021-05-02 20:43:04.000000+00:00\", \"2022-08-13 19:49:41.000000+00:00\", \"2021-02-23 17:42:46.000000+00:00\", \"2019-09-25 21:12:25.000000+00:00\"], \"session_ids\": [\"811a4a11-5b2d-410b-9d3e-d39d9bb45cbc\", \"b261f4aa-fd6f-4f36-9e42-48f040e46f1b\", \"ea43692b-ce42-447c-8e0a-8c1307ee21fb\", \"0a5021de-ee80-4831-9229-48e2792d001e\", \"c1557642-c490-47a5-b4c8-8d75e33cac38\"], \"total_duration\": 831.0, \"total_sessions\": 5, \"mean_week_duration\": 5.194}, \"35700\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-14 04:54:54.000000+00:00\", \"2021-06-27 19:19:49.000000+00:00\"], \"session_ids\": [\"076c18de-7c38-485b-b6ac-305857189d3a\", \"8ae1fe85-e726-4eae-8eae-15006b5d750d\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.066}, \"65569\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-01-20 01:17:10.000000+00:00\", \"2020-11-07 11:45:24.000000+00:00\", \"2022-03-13 20:09:11.000000+00:00\", \"2019-08-04 20:31:05.000000+00:00\"], \"session_ids\": [\"77ab0387-f1c3-4106-a986-3343147f959c\", \"cc89fd72-f249-4f6a-b7b0-82cb3ad75e98\", \"81b2e846-4a75-4d4d-b402-fa5e38e02441\", \"cf8889de-cc3c-4f71-8fec-40c1c6067f6b\"], \"total_duration\": 163.0, \"total_sessions\": 4, \"mean_week_duration\": 1.199}, \"34426\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-02-27 10:56:08.000000+00:00\", \"2022-06-17 01:38:22.000000+00:00\", \"2023-02-09 17:09:25.000000+00:00\"], \"session_ids\": [\"6d1cb9d3-7593-49fe-9682-08a57e02fd22\", \"6436d5f9-4f2d-4032-914b-a19324c424b9\", \"b952ceb1-2dab-4a69-8bc8-3e46eb95bd23\"], \"total_duration\": 118.0, \"total_sessions\": 3, \"mean_week_duration\": 2.36}, \"62016\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-29 23:57:02.000000+00:00\", \"2019-02-10 19:00:32.000000+00:00\", \"2019-06-21 12:54:45.000000+00:00\"], \"session_ids\": [\"234a2652-1134-48c2-a413-260e8ed96eda\", \"c05f2d5f-0c8c-438d-ac3c-875f8ef360d1\", \"e897182b-06cb-4f9c-ae44-c9cfb4a1ef4f\"], \"total_duration\": 137.0, \"total_sessions\": 3, \"mean_week_duration\": 1.384}, \"51161\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-19 05:13:09.000000+00:00\", \"2022-07-13 22:55:27.000000+00:00\", \"2021-03-29 22:38:46.000000+00:00\", \"2019-11-10 13:09:01.000000+00:00\", \"2023-04-15 02:48:00.000000+00:00\", \"2021-01-25 02:29:43.000000+00:00\"], \"session_ids\": [\"c26c7cce-ab8e-40ba-91d9-b6f27c1bb40d\", \"83324d36-dce4-470e-a24a-c87ba5d517f4\", \"d6c13c42-ffee-4db3-909e-97d04a9df544\", \"ccd2abba-8c0b-4446-a5b6-b8a1286e283b\", \"303939b3-d532-4ed7-ac01-c5a7258f5419\", \"72cc12e7-ac37-4538-bf84-d31bedfeac82\"], \"total_duration\": 657.0, \"total_sessions\": 6, \"mean_week_duration\": 3.67}, \"38091\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-04-13 13:15:27.000000+00:00\", \"2023-05-17 00:11:13.000000+00:00\"], \"session_ids\": [\"e983635e-d4d9-44db-b46b-684374f125bd\", \"b5be9712-b2bb-4a49-9d9a-b16a3d645889\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.404}, \"64462\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-04-20 10:22:35.000000+00:00\", \"2020-11-07 03:02:33.000000+00:00\", \"2022-08-12 01:57:50.000000+00:00\", \"2023-03-17 01:09:50.000000+00:00\", \"2022-05-27 14:15:20.000000+00:00\", \"2021-11-15 17:28:39.000000+00:00\"], \"session_ids\": [\"00a80572-2ac9-4364-8b0e-b400c3b10748\", \"90639666-18e4-4539-9710-18eecc90d478\", \"1e492d15-0045-4fb5-bb3b-028ba47eda2c\", \"d65bd8a2-51be-4716-b4ec-aafab648d5be\", \"34b58691-abaf-4fe2-9d7d-33780591ea2b\", \"0310226f-dfd2-4435-8386-55eba4501b20\"], \"total_duration\": 1042.0, \"total_sessions\": 6, \"mean_week_duration\": 6.855}, \"56928\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-02 08:52:02.000000+00:00\", \"2020-02-18 18:05:35.000000+00:00\"], \"session_ids\": [\"b2b20567-ce9c-413b-9a1b-8bb2386b04d3\", \"1e1399a5-ca13-45df-9623-b8ee7c4d651b\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.421}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or less than 19 and are greater than 38"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[19, 38]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74704\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-06-10 05:00:16.000000+00:00\", \"2021-09-30 04:05:11.000000+00:00\", \"2019-10-11 08:44:32.000000+00:00\"], \"session_ids\": [\"d6d7c10b-83c6-4de7-862c-39e1943a611d\", \"f9c41b82-7b16-40e7-8853-727c11767dcc\", \"e653fec8-daa2-4583-961f-7e9032b1b111\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.41}, \"85759\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-23 02:41:33.000000+00:00\", \"2021-05-02 20:43:04.000000+00:00\", \"2022-08-13 19:49:41.000000+00:00\", \"2021-02-23 17:42:46.000000+00:00\", \"2019-09-25 21:12:25.000000+00:00\"], \"session_ids\": [\"811a4a11-5b2d-410b-9d3e-d39d9bb45cbc\", \"b261f4aa-fd6f-4f36-9e42-48f040e46f1b\", \"ea43692b-ce42-447c-8e0a-8c1307ee21fb\", \"0a5021de-ee80-4831-9229-48e2792d001e\", \"c1557642-c490-47a5-b4c8-8d75e33cac38\"], \"total_duration\": 831.0, \"total_sessions\": 5, \"mean_week_duration\": 5.194}, \"35700\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-14 04:54:54.000000+00:00\", \"2021-06-27 19:19:49.000000+00:00\"], \"session_ids\": [\"076c18de-7c38-485b-b6ac-305857189d3a\", \"8ae1fe85-e726-4eae-8eae-15006b5d750d\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.066}, \"65569\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-01-20 01:17:10.000000+00:00\", \"2020-11-07 11:45:24.000000+00:00\", \"2022-03-13 20:09:11.000000+00:00\", \"2019-08-04 20:31:05.000000+00:00\"], \"session_ids\": [\"77ab0387-f1c3-4106-a986-3343147f959c\", \"cc89fd72-f249-4f6a-b7b0-82cb3ad75e98\", \"81b2e846-4a75-4d4d-b402-fa5e38e02441\", \"cf8889de-cc3c-4f71-8fec-40c1c6067f6b\"], \"total_duration\": 163.0, \"total_sessions\": 4, \"mean_week_duration\": 1.199}, \"34426\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-02-27 10:56:08.000000+00:00\", \"2022-06-17 01:38:22.000000+00:00\", \"2023-02-09 17:09:25.000000+00:00\"], \"session_ids\": [\"6d1cb9d3-7593-49fe-9682-08a57e02fd22\", \"6436d5f9-4f2d-4032-914b-a19324c424b9\", \"b952ceb1-2dab-4a69-8bc8-3e46eb95bd23\"], \"total_duration\": 118.0, \"total_sessions\": 3, \"mean_week_duration\": 2.36}, \"62016\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-29 23:57:02.000000+00:00\", \"2019-02-10 19:00:32.000000+00:00\", \"2019-06-21 12:54:45.000000+00:00\"], \"session_ids\": [\"234a2652-1134-48c2-a413-260e8ed96eda\", \"c05f2d5f-0c8c-438d-ac3c-875f8ef360d1\", \"e897182b-06cb-4f9c-ae44-c9cfb4a1ef4f\"], \"total_duration\": 137.0, \"total_sessions\": 3, \"mean_week_duration\": 1.384}, \"51161\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-19 05:13:09.000000+00:00\", \"2022-07-13 22:55:27.000000+00:00\", \"2021-03-29 22:38:46.000000+00:00\", \"2019-11-10 13:09:01.000000+00:00\", \"2023-04-15 02:48:00.000000+00:00\", \"2021-01-25 02:29:43.000000+00:00\"], \"session_ids\": [\"c26c7cce-ab8e-40ba-91d9-b6f27c1bb40d\", \"83324d36-dce4-470e-a24a-c87ba5d517f4\", \"d6c13c42-ffee-4db3-909e-97d04a9df544\", \"ccd2abba-8c0b-4446-a5b6-b8a1286e283b\", \"303939b3-d532-4ed7-ac01-c5a7258f5419\", \"72cc12e7-ac37-4538-bf84-d31bedfeac82\"], \"total_duration\": 657.0, \"total_sessions\": 6, \"mean_week_duration\": 3.67}, \"38091\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-04-13 13:15:27.000000+00:00\", \"2023-05-17 00:11:13.000000+00:00\"], \"session_ids\": [\"e983635e-d4d9-44db-b46b-684374f125bd\", \"b5be9712-b2bb-4a49-9d9a-b16a3d645889\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.404}, \"64462\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-04-20 10:22:35.000000+00:00\", \"2020-11-07 03:02:33.000000+00:00\", \"2022-08-12 01:57:50.000000+00:00\", \"2023-03-17 01:09:50.000000+00:00\", \"2022-05-27 14:15:20.000000+00:00\", \"2021-11-15 17:28:39.000000+00:00\"], \"session_ids\": [\"00a80572-2ac9-4364-8b0e-b400c3b10748\", \"90639666-18e4-4539-9710-18eecc90d478\", \"1e492d15-0045-4fb5-bb3b-028ba47eda2c\", \"d65bd8a2-51be-4716-b4ec-aafab648d5be\", \"34b58691-abaf-4fe2-9d7d-33780591ea2b\", \"0310226f-dfd2-4435-8386-55eba4501b20\"], \"total_duration\": 1042.0, \"total_sessions\": 6, \"mean_week_duration\": 6.855}, \"56928\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-02 08:52:02.000000+00:00\", \"2020-02-18 18:05:35.000000+00:00\"], \"session_ids\": [\"b2b20567-ce9c-413b-9a1b-8bb2386b04d3\", \"1e1399a5-ca13-45df-9623-b8ee7c4d651b\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.421}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"38091\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-04-13 13:15:27.000000+00:00\", \"2023-05-17 00:11:13.000000+00:00\"], \"session_ids\": [\"e983635e-d4d9-44db-b46b-684374f125bd\", \"b5be9712-b2bb-4a49-9d9a-b16a3d645889\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.404}}, {\"74704\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-06-10 05:00:16.000000+00:00\", \"2021-09-30 04:05:11.000000+00:00\", \"2019-10-11 08:44:32.000000+00:00\"], \"session_ids\": [\"d6d7c10b-83c6-4de7-862c-39e1943a611d\", \"f9c41b82-7b16-40e7-8853-727c11767dcc\", \"e653fec8-daa2-4583-961f-7e9032b1b111\"], \"total_duration\": 57.0, \"total_sessions\": 3, \"mean_week_duration\": 0.41}}, {\"35700\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-14 04:54:54.000000+00:00\", \"2021-06-27 19:19:49.000000+00:00\"], \"session_ids\": [\"076c18de-7c38-485b-b6ac-305857189d3a\", \"8ae1fe85-e726-4eae-8eae-15006b5d750d\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 1.066}}, {\"65569\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-01-20 01:17:10.000000+00:00\", \"2020-11-07 11:45:24.000000+00:00\", \"2022-03-13 20:09:11.000000+00:00\", \"2019-08-04 20:31:05.000000+00:00\"], \"session_ids\": [\"77ab0387-f1c3-4106-a986-3343147f959c\", \"cc89fd72-f249-4f6a-b7b0-82cb3ad75e98\", \"81b2e846-4a75-4d4d-b402-fa5e38e02441\", \"cf8889de-cc3c-4f71-8fec-40c1c6067f6b\"], \"total_duration\": 163.0, \"total_sessions\": 4, \"mean_week_duration\": 1.199}}, {\"62016\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-29 23:57:02.000000+00:00\", \"2019-02-10 19:00:32.000000+00:00\", \"2019-06-21 12:54:45.000000+00:00\"], \"session_ids\": [\"234a2652-1134-48c2-a413-260e8ed96eda\", \"c05f2d5f-0c8c-438d-ac3c-875f8ef360d1\", \"e897182b-06cb-4f9c-ae44-c9cfb4a1ef4f\"], \"total_duration\": 137.0, \"total_sessions\": 3, \"mean_week_duration\": 1.384}}, {\"56928\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-02 08:52:02.000000+00:00\", \"2020-02-18 18:05:35.000000+00:00\"], \"session_ids\": [\"b2b20567-ce9c-413b-9a1b-8bb2386b04d3\", \"1e1399a5-ca13-45df-9623-b8ee7c4d651b\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.421}}, {\"34426\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-02-27 10:56:08.000000+00:00\", \"2022-06-17 01:38:22.000000+00:00\", \"2023-02-09 17:09:25.000000+00:00\"], \"session_ids\": [\"6d1cb9d3-7593-49fe-9682-08a57e02fd22\", \"6436d5f9-4f2d-4032-914b-a19324c424b9\", \"b952ceb1-2dab-4a69-8bc8-3e46eb95bd23\"], \"total_duration\": 118.0, \"total_sessions\": 3, \"mean_week_duration\": 2.36}}, {\"51161\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-19 05:13:09.000000+00:00\", \"2022-07-13 22:55:27.000000+00:00\", \"2021-03-29 22:38:46.000000+00:00\", \"2019-11-10 13:09:01.000000+00:00\", \"2023-04-15 02:48:00.000000+00:00\", \"2021-01-25 02:29:43.000000+00:00\"], \"session_ids\": [\"c26c7cce-ab8e-40ba-91d9-b6f27c1bb40d\", \"83324d36-dce4-470e-a24a-c87ba5d517f4\", \"d6c13c42-ffee-4db3-909e-97d04a9df544\", \"ccd2abba-8c0b-4446-a5b6-b8a1286e283b\", \"303939b3-d532-4ed7-ac01-c5a7258f5419\", \"72cc12e7-ac37-4538-bf84-d31bedfeac82\"], \"total_duration\": 657.0, \"total_sessions\": 6, \"mean_week_duration\": 3.67}}, {\"85759\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-23 02:41:33.000000+00:00\", \"2021-05-02 20:43:04.000000+00:00\", \"2022-08-13 19:49:41.000000+00:00\", \"2021-02-23 17:42:46.000000+00:00\", \"2019-09-25 21:12:25.000000+00:00\"], \"session_ids\": [\"811a4a11-5b2d-410b-9d3e-d39d9bb45cbc\", \"b261f4aa-fd6f-4f36-9e42-48f040e46f1b\", \"ea43692b-ce42-447c-8e0a-8c1307ee21fb\", \"0a5021de-ee80-4831-9229-48e2792d001e\", \"c1557642-c490-47a5-b4c8-8d75e33cac38\"], \"total_duration\": 831.0, \"total_sessions\": 5, \"mean_week_duration\": 5.194}}, {\"64462\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-04-20 10:22:35.000000+00:00\", \"2020-11-07 03:02:33.000000+00:00\", \"2022-08-12 01:57:50.000000+00:00\", \"2023-03-17 01:09:50.000000+00:00\", \"2022-05-27 14:15:20.000000+00:00\", \"2021-11-15 17:28:39.000000+00:00\"], \"session_ids\": [\"00a80572-2ac9-4364-8b0e-b400c3b10748\", \"90639666-18e4-4539-9710-18eecc90d478\", \"1e492d15-0045-4fb5-bb3b-028ba47eda2c\", \"d65bd8a2-51be-4716-b4ec-aafab648d5be\", \"34b58691-abaf-4fe2-9d7d-33780591ea2b\", \"0310226f-dfd2-4435-8386-55eba4501b20\"], \"total_duration\": 1042.0, \"total_sessions\": 6, \"mean_week_duration\": 6.855}}]\n```\n"
}
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.