conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 4 and are equal or greater than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[4, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50849\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-11-06 19:19:29.000000+00:00\", \"2022-09-02 20:55:27.000000+00:00\"], \"session_ids\": [\"021748f9-d96c-4bf2-82af-1bdbf6ed55ec\", \"aaa8ad19-115b-462f-a918-9a40940229f9\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 32.9}, \"10201\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-04-03 16:52:01.000000+00:00\", \"2019-11-22 03:44:10.000000+00:00\"], \"session_ids\": [\"bc055e68-4ab9-4f10-b6ef-b89aed91cbdf\", \"57140212-042a-40d2-8bea-e52ce09a04f1\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}, \"98844\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-05 03:49:50.000000+00:00\", \"2023-03-03 23:12:45.000000+00:00\"], \"session_ids\": [\"a0bbac54-2aa3-4904-b729-ac24fdc264ac\", \"a27f75b5-71db-41d3-9778-d95620a5c689\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.167}, \"31624\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-01-18 18:38:10.000000+00:00\", \"2019-12-10 04:48:14.000000+00:00\", \"2021-05-31 13:19:57.000000+00:00\"], \"session_ids\": [\"5b8036d2-1385-435b-8ba2-839a6db85024\", \"7ad4f668-2987-4c0c-be94-072ec84564de\", \"ecbaa1d5-adc9-4581-b2dd-81653ff98641\"], \"total_duration\": 471.0, \"total_sessions\": 3, \"mean_week_duration\": 2.89}, \"30816\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-02-08 12:22:38.000000+00:00\", \"2022-06-30 01:55:15.000000+00:00\"], \"session_ids\": [\"e2c747cf-0f7e-4496-a43c-568748b886fb\", \"75e137f1-8110-441e-b534-efeda1921715\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 2.048}, \"75873\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-21 08:54:45.000000+00:00\", \"2019-05-07 08:31:08.000000+00:00\", \"2020-10-25 20:04:25.000000+00:00\", \"2020-12-11 06:37:31.000000+00:00\", \"2019-10-14 05:11:59.000000+00:00\", \"2021-06-29 23:01:36.000000+00:00\", \"2019-01-29 13:02:45.000000+00:00\", \"2019-05-30 12:55:58.000000+00:00\", \"2020-08-11 19:49:28.000000+00:00\", \"2020-08-24 10:38:42.000000+00:00\", \"2020-07-17 07:03:59.000000+00:00\"], \"session_ids\": [\"3ad32a2d-8422-4e1d-8475-26d911c2cee2\", \"dad73e48-692b-48ed-b6cb-4482c3308fff\", \"0c94f7e3-673b-4704-812c-2caa054cdff6\", \"df47814c-d3ea-43bc-aaeb-7f978d66b509\", \"b3889f85-d350-4729-9102-600d10f1f385\", \"50a32651-24d2-4565-b983-2a0c4d5d546e\", \"bb6d4f66-c38f-4cd3-9afc-ee3047b84b38\", \"513bc7cf-0ff7-4af1-bbdc-8f05d665aee4\", \"e7860d0e-9ae8-479f-bd6a-a58076b8fd02\", \"591ca93b-1de0-4cd5-9782-15d7e2c90b0d\", \"7145d47f-c118-4579-b46c-2bfe457de4bd\"], \"total_duration\": 38311.0, \"total_sessions\": 11, \"mean_week_duration\": 180.712}, \"81729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-07-12 03:56:02.000000+00:00\", \"2023-05-25 21:13:36.000000+00:00\", \"2022-08-19 23:07:29.000000+00:00\", \"2020-05-24 03:57:33.000000+00:00\", \"2020-01-23 14:17:00.000000+00:00\", \"2021-11-03 05:02:02.000000+00:00\", \"2020-04-09 09:32:14.000000+00:00\", \"2022-12-22 19:58:21.000000+00:00\", \"2022-07-09 19:43:36.000000+00:00\", \"2021-07-12 12:27:52.000000+00:00\"], \"session_ids\": [\"d207071c-4e73-4331-835a-5d455f5f8b84\", \"7ca9a90b-390e-4e10-a517-27df3f1c391c\", \"0543ac99-8b45-4ce3-9417-7577e5107281\", \"7dd42326-a8a2-4a8c-9610-3dc473dbb89e\", \"fb1ced11-47d7-455d-89ef-7baecb456ffa\", \"8d3d0569-7b76-4dab-b6f0-95b4e207b522\", \"b7ed2ffb-82bd-4d31-8583-4e4c1bca200a\", \"d6a1edaf-264d-4d0f-85a2-2718f46231f4\", \"af368d46-cb0b-4837-bb03-339c8747c9a4\", \"81079628-f16c-4731-9d60-405707406df8\"], \"total_duration\": 41057.0, \"total_sessions\": 10, \"mean_week_duration\": 235.96}}\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[{\"10201\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-04-03 16:52:01.000000+00:00\", \"2019-11-22 03:44:10.000000+00:00\"], \"session_ids\": [\"bc055e68-4ab9-4f10-b6ef-b89aed91cbdf\", \"57140212-042a-40d2-8bea-e52ce09a04f1\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}, {\"50849\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-11-06 19:19:29.000000+00:00\", \"2022-09-02 20:55:27.000000+00:00\"], \"session_ids\": [\"021748f9-d96c-4bf2-82af-1bdbf6ed55ec\", \"aaa8ad19-115b-462f-a918-9a40940229f9\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 32.9}}, {\"31624\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-01-18 18:38:10.000000+00:00\", \"2019-12-10 04:48:14.000000+00:00\", \"2021-05-31 13:19:57.000000+00:00\"], \"session_ids\": [\"5b8036d2-1385-435b-8ba2-839a6db85024\", \"7ad4f668-2987-4c0c-be94-072ec84564de\", \"ecbaa1d5-adc9-4581-b2dd-81653ff98641\"], \"total_duration\": 471.0, \"total_sessions\": 3, \"mean_week_duration\": 2.89}}, {\"81729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-07-12 03:56:02.000000+00:00\", \"2023-05-25 21:13:36.000000+00:00\", \"2022-08-19 23:07:29.000000+00:00\", \"2020-05-24 03:57:33.000000+00:00\", \"2020-01-23 14:17:00.000000+00:00\", \"2021-11-03 05:02:02.000000+00:00\", \"2020-04-09 09:32:14.000000+00:00\", \"2022-12-22 19:58:21.000000+00:00\", \"2022-07-09 19:43:36.000000+00:00\", \"2021-07-12 12:27:52.000000+00:00\"], \"session_ids\": [\"d207071c-4e73-4331-835a-5d455f5f8b84\", \"7ca9a90b-390e-4e10-a517-27df3f1c391c\", \"0543ac99-8b45-4ce3-9417-7577e5107281\", \"7dd42326-a8a2-4a8c-9610-3dc473dbb89e\", \"fb1ced11-47d7-455d-89ef-7baecb456ffa\", \"8d3d0569-7b76-4dab-b6f0-95b4e207b522\", \"b7ed2ffb-82bd-4d31-8583-4e4c1bca200a\", \"d6a1edaf-264d-4d0f-85a2-2718f46231f4\", \"af368d46-cb0b-4837-bb03-339c8747c9a4\", \"81079628-f16c-4731-9d60-405707406df8\"], \"total_duration\": 41057.0, \"total_sessions\": 10, \"mean_week_duration\": 235.96}}, {\"30816\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-02-08 12:22:38.000000+00:00\", \"2022-06-30 01:55:15.000000+00:00\"], \"session_ids\": [\"e2c747cf-0f7e-4496-a43c-568748b886fb\", \"75e137f1-8110-441e-b534-efeda1921715\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 2.048}}, {\"98844\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-05 03:49:50.000000+00:00\", \"2023-03-03 23:12:45.000000+00:00\"], \"session_ids\": [\"a0bbac54-2aa3-4904-b729-ac24fdc264ac\", \"a27f75b5-71db-41d3-9778-d95620a5c689\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.167}}, {\"75873\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-21 08:54:45.000000+00:00\", \"2019-05-07 08:31:08.000000+00:00\", \"2020-10-25 20:04:25.000000+00:00\", \"2020-12-11 06:37:31.000000+00:00\", \"2019-10-14 05:11:59.000000+00:00\", \"2021-06-29 23:01:36.000000+00:00\", \"2019-01-29 13:02:45.000000+00:00\", \"2019-05-30 12:55:58.000000+00:00\", \"2020-08-11 19:49:28.000000+00:00\", \"2020-08-24 10:38:42.000000+00:00\", \"2020-07-17 07:03:59.000000+00:00\"], \"session_ids\": [\"3ad32a2d-8422-4e1d-8475-26d911c2cee2\", \"dad73e48-692b-48ed-b6cb-4482c3308fff\", \"0c94f7e3-673b-4704-812c-2caa054cdff6\", \"df47814c-d3ea-43bc-aaeb-7f978d66b509\", \"b3889f85-d350-4729-9102-600d10f1f385\", \"50a32651-24d2-4565-b983-2a0c4d5d546e\", \"bb6d4f66-c38f-4cd3-9afc-ee3047b84b38\", \"513bc7cf-0ff7-4af1-bbdc-8f05d665aee4\", \"e7860d0e-9ae8-479f-bd6a-a58076b8fd02\", \"591ca93b-1de0-4cd5-9782-15d7e2c90b0d\", \"7145d47f-c118-4579-b46c-2bfe457de4bd\"], \"total_duration\": 38311.0, \"total_sessions\": 11, \"mean_week_duration\": 180.712}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10201\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-04-03 16:52:01.000000+00:00\", \"2019-11-22 03:44:10.000000+00:00\"], \"session_ids\": [\"bc055e68-4ab9-4f10-b6ef-b89aed91cbdf\", \"57140212-042a-40d2-8bea-e52ce09a04f1\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}, {\"50849\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-11-06 19:19:29.000000+00:00\", \"2022-09-02 20:55:27.000000+00:00\"], \"session_ids\": [\"021748f9-d96c-4bf2-82af-1bdbf6ed55ec\", \"aaa8ad19-115b-462f-a918-9a40940229f9\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 32.9}}, {\"31624\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-01-18 18:38:10.000000+00:00\", \"2019-12-10 04:48:14.000000+00:00\", \"2021-05-31 13:19:57.000000+00:00\"], \"session_ids\": [\"5b8036d2-1385-435b-8ba2-839a6db85024\", \"7ad4f668-2987-4c0c-be94-072ec84564de\", \"ecbaa1d5-adc9-4581-b2dd-81653ff98641\"], \"total_duration\": 471.0, \"total_sessions\": 3, \"mean_week_duration\": 2.89}}, {\"81729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-07-12 03:56:02.000000+00:00\", \"2023-05-25 21:13:36.000000+00:00\", \"2022-08-19 23:07:29.000000+00:00\", \"2020-05-24 03:57:33.000000+00:00\", \"2020-01-23 14:17:00.000000+00:00\", \"2021-11-03 05:02:02.000000+00:00\", \"2020-04-09 09:32:14.000000+00:00\", \"2022-12-22 19:58:21.000000+00:00\", \"2022-07-09 19:43:36.000000+00:00\", \"2021-07-12 12:27:52.000000+00:00\"], \"session_ids\": [\"d207071c-4e73-4331-835a-5d455f5f8b84\", \"7ca9a90b-390e-4e10-a517-27df3f1c391c\", \"0543ac99-8b45-4ce3-9417-7577e5107281\", \"7dd42326-a8a2-4a8c-9610-3dc473dbb89e\", \"fb1ced11-47d7-455d-89ef-7baecb456ffa\", \"8d3d0569-7b76-4dab-b6f0-95b4e207b522\", \"b7ed2ffb-82bd-4d31-8583-4e4c1bca200a\", \"d6a1edaf-264d-4d0f-85a2-2718f46231f4\", \"af368d46-cb0b-4837-bb03-339c8747c9a4\", \"81079628-f16c-4731-9d60-405707406df8\"], \"total_duration\": 41057.0, \"total_sessions\": 10, \"mean_week_duration\": 235.96}}, {\"30816\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-02-08 12:22:38.000000+00:00\", \"2022-06-30 01:55:15.000000+00:00\"], \"session_ids\": [\"e2c747cf-0f7e-4496-a43c-568748b886fb\", \"75e137f1-8110-441e-b534-efeda1921715\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 2.048}}]\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[{\"10201\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-04-03 16:52:01.000000+00:00\", \"2019-11-22 03:44:10.000000+00:00\"], \"session_ids\": [\"bc055e68-4ab9-4f10-b6ef-b89aed91cbdf\", \"57140212-042a-40d2-8bea-e52ce09a04f1\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}}, {\"50849\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-11-06 19:19:29.000000+00:00\", \"2022-09-02 20:55:27.000000+00:00\"], \"session_ids\": [\"021748f9-d96c-4bf2-82af-1bdbf6ed55ec\", \"aaa8ad19-115b-462f-a918-9a40940229f9\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 32.9}}, {\"31624\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-01-18 18:38:10.000000+00:00\", \"2019-12-10 04:48:14.000000+00:00\", \"2021-05-31 13:19:57.000000+00:00\"], \"session_ids\": [\"5b8036d2-1385-435b-8ba2-839a6db85024\", \"7ad4f668-2987-4c0c-be94-072ec84564de\", \"ecbaa1d5-adc9-4581-b2dd-81653ff98641\"], \"total_duration\": 471.0, \"total_sessions\": 3, \"mean_week_duration\": 2.89}}, {\"81729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-07-12 03:56:02.000000+00:00\", \"2023-05-25 21:13:36.000000+00:00\", \"2022-08-19 23:07:29.000000+00:00\", \"2020-05-24 03:57:33.000000+00:00\", \"2020-01-23 14:17:00.000000+00:00\", \"2021-11-03 05:02:02.000000+00:00\", \"2020-04-09 09:32:14.000000+00:00\", \"2022-12-22 19:58:21.000000+00:00\", \"2022-07-09 19:43:36.000000+00:00\", \"2021-07-12 12:27:52.000000+00:00\"], \"session_ids\": [\"d207071c-4e73-4331-835a-5d455f5f8b84\", \"7ca9a90b-390e-4e10-a517-27df3f1c391c\", \"0543ac99-8b45-4ce3-9417-7577e5107281\", \"7dd42326-a8a2-4a8c-9610-3dc473dbb89e\", \"fb1ced11-47d7-455d-89ef-7baecb456ffa\", \"8d3d0569-7b76-4dab-b6f0-95b4e207b522\", \"b7ed2ffb-82bd-4d31-8583-4e4c1bca200a\", \"d6a1edaf-264d-4d0f-85a2-2718f46231f4\", \"af368d46-cb0b-4837-bb03-339c8747c9a4\", \"81079628-f16c-4731-9d60-405707406df8\"], \"total_duration\": 41057.0, \"total_sessions\": 10, \"mean_week_duration\": 235.96}}, {\"30816\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-02-08 12:22:38.000000+00:00\", \"2022-06-30 01:55:15.000000+00:00\"], \"session_ids\": [\"e2c747cf-0f7e-4496-a43c-568748b886fb\", \"75e137f1-8110-441e-b534-efeda1921715\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 2.048}}]\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": "Share insights on users whose mean of duration of sessions per week is less than 25 and greater than 17 + implement sorting by duration summation of sessions per week 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{\"43549\": {\"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\": \"Copenhagen\", \"datetimes\": [\"2023-03-28 10:14:24.000000+00:00\", \"2019-05-14 07:28:20.000000+00:00\"], \"session_ids\": [\"6f54b841-76ec-49bd-b679-dc493ab1b7b1\", \"efe9889b-ad01-400b-bfa6-428ef3db1a10\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 1.688}, \"19804\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-15 03:37:19.000000+00:00\", \"2021-03-15 22:04:33.000000+00:00\"], \"session_ids\": [\"f18b0c13-6596-467e-b003-04b6a3eb36f4\", \"9542bb99-8383-4ff3-88ba-d77c1cfdc880\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 1.194}, \"2016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-02-17 23:23:53.000000+00:00\", \"2021-12-08 08:10:39.000000+00:00\", \"2021-01-22 18:27:01.000000+00:00\", \"2019-09-14 08:40:59.000000+00:00\", \"2021-03-25 22:50:14.000000+00:00\"], \"session_ids\": [\"abd6bb3a-bd57-46ad-9e0f-8c3e34bcde80\", \"0afb579d-ea87-4dbf-ba38-61bc7fe5d779\", \"2fe19004-bd28-4f44-855a-56342b1f6fc5\", \"3d05340f-d4ff-42d9-b76c-aff0daac78db\", \"f4a745b4-ec2a-42c3-93c4-456915767e84\"], \"total_duration\": 1346.0, \"total_sessions\": 5, \"mean_week_duration\": 11.504}, \"34892\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-12 22:50:44.000000+00:00\", \"2019-10-09 07:08:26.000000+00:00\", \"2022-10-19 17:44:12.000000+00:00\"], \"session_ids\": [\"ad19d5f3-dfee-4fc9-aea9-6393799977e8\", \"0150c2d1-1f56-4e39-9065-281bb617f144\", \"28770b7a-b749-4fa1-92bb-eb46489ea071\"], \"total_duration\": 316.0, \"total_sessions\": 3, \"mean_week_duration\": 1.892}, \"61363\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-01-27 22:33:39.000000+00:00\", \"2019-05-17 07:40:15.000000+00:00\", \"2019-04-06 13:06:51.000000+00:00\", \"2022-02-20 12:34:13.000000+00:00\", \"2019-09-10 17:48:52.000000+00:00\", \"2021-08-09 01:11:52.000000+00:00\"], \"session_ids\": [\"c5bd7b16-bb3c-437e-934c-41ed06ae080c\", \"9e7b1ec5-fa4d-4e2e-978f-f6b963fc4c79\", \"f98af543-1313-43b9-85ed-be87c425daa9\", \"a0c0119a-f64f-45fb-96e8-7aa4bd392808\", \"5495a220-f155-40e3-970b-62bbc3d977fa\", \"e6f21606-a35b-49f4-a484-7001da62e5e0\"], \"total_duration\": 244.0, \"total_sessions\": 6, \"mean_week_duration\": 1.525}, \"78906\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-09-10 04:12:30.000000+00:00\", \"2021-08-15 06:17:52.000000+00:00\", \"2021-08-27 15:37:18.000000+00:00\", \"2021-01-03 18:16:27.000000+00:00\", \"2022-04-11 23:27:44.000000+00:00\", \"2023-03-13 20:21:29.000000+00:00\"], \"session_ids\": [\"9316c77f-36ff-47fc-8dea-481b001bc3f8\", \"f4bb1d5c-2b4b-4d65-9442-bb258cbb2ff8\", \"f2758000-3c0e-45fb-8a08-93d8c257b814\", \"ff2be303-500b-4fd2-bb87-c44d5306c92e\", \"80b523ee-2122-4f5c-80e5-b62e333a2570\", \"eaf61c38-c960-4736-b29c-742a17dccc52\"], \"total_duration\": 971.0, \"total_sessions\": 6, \"mean_week_duration\": 8.443}, \"34312\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-15 00:41:55.000000+00:00\", \"2021-05-04 23:53:33.000000+00:00\", \"2022-06-27 10:49:50.000000+00:00\", \"2021-12-27 08:22:45.000000+00:00\", \"2020-07-19 20:13:13.000000+00:00\", \"2022-12-20 15:08:19.000000+00:00\", \"2020-09-15 15:25:55.000000+00:00\", \"2021-06-25 14:39:51.000000+00:00\", \"2020-05-16 12:10:15.000000+00:00\", \"2023-01-02 13:04:56.000000+00:00\"], \"session_ids\": [\"2c1e84a3-bb3e-4243-89b2-385d1b93d98a\", \"786b73f0-1c09-4af9-8f30-aebdbdf669b6\", \"fb4fc26b-2db3-42ed-87a2-d4a964c47951\", \"3b4474bd-6165-40f9-979d-e1ad4b64d1ca\", \"63a93777-d757-4fca-b30f-cec839e0e0f2\", \"66d9bdb8-9609-4357-a6bc-99b7a6b7e03c\", \"f45312ae-ec9a-4827-a36b-eb568025148b\", \"8a20da8b-435f-4295-9aa6-549d732f5982\", \"cf3ef022-32f8-46ca-9125-2ae6a59e3350\", \"476c374f-2f5b-4830-ae32-6d163005623a\"], \"total_duration\": 12999.0, \"total_sessions\": 10, \"mean_week_duration\": 94.196}, \"42045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-08-27 05:48:29.000000+00:00\", \"2022-10-22 05:02:53.000000+00:00\"], \"session_ids\": [\"d46351e9-71bb-4809-9729-9cfca01b310c\", \"f99adc3b-9778-46de-a142-433382cb3e91\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.394}, \"98229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-13 02:22:25.000000+00:00\", \"2021-05-17 17:11:11.000000+00:00\", \"2021-05-12 05:49:57.000000+00:00\"], \"session_ids\": [\"a0c6ef01-e659-4553-845d-0695e6baa5db\", \"7faa3695-0ae7-41a7-a45e-3a5cadcb138d\", \"b1839a7b-f6f7-4163-aa38-fe3467cc6a1a\"], \"total_duration\": 401.0, \"total_sessions\": 3, \"mean_week_duration\": 7.035}, \"81145\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-11 22:57:17.000000+00:00\", \"2019-07-08 10:43:02.000000+00:00\", \"2019-09-18 09:53:55.000000+00:00\", \"2022-05-31 01:48:48.000000+00:00\", \"2022-02-24 07:44:35.000000+00:00\"], \"session_ids\": [\"9d03b62f-23f5-4e8c-a99c-86a9b54694b2\", \"8d09d5b6-77f0-434d-9ef5-dbedb4dc05da\", \"9b8a288e-6839-4ebc-8c1d-5d0068e4b550\", \"2999f048-9a41-4965-b787-bc8c412369a0\", \"bb8e4009-aefc-43d9-83aa-672f78dcb2a5\"], \"total_duration\": 3520.0, \"total_sessions\": 5, \"mean_week_duration\": 17.868}}\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 17 and are equal or less than 25"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[17, 25]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81145\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-11 22:57:17.000000+00:00\", \"2019-07-08 10:43:02.000000+00:00\", \"2019-09-18 09:53:55.000000+00:00\", \"2022-05-31 01:48:48.000000+00:00\", \"2022-02-24 07:44:35.000000+00:00\"], \"session_ids\": [\"9d03b62f-23f5-4e8c-a99c-86a9b54694b2\", \"8d09d5b6-77f0-434d-9ef5-dbedb4dc05da\", \"9b8a288e-6839-4ebc-8c1d-5d0068e4b550\", \"2999f048-9a41-4965-b787-bc8c412369a0\", \"bb8e4009-aefc-43d9-83aa-672f78dcb2a5\"], \"total_duration\": 3520.0, \"total_sessions\": 5, \"mean_week_duration\": 17.868}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to 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[{\"81145\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-11 22:57:17.000000+00:00\", \"2019-07-08 10:43:02.000000+00:00\", \"2019-09-18 09:53:55.000000+00:00\", \"2022-05-31 01:48:48.000000+00:00\", \"2022-02-24 07:44:35.000000+00:00\"], \"session_ids\": [\"9d03b62f-23f5-4e8c-a99c-86a9b54694b2\", \"8d09d5b6-77f0-434d-9ef5-dbedb4dc05da\", \"9b8a288e-6839-4ebc-8c1d-5d0068e4b550\", \"2999f048-9a41-4965-b787-bc8c412369a0\", \"bb8e4009-aefc-43d9-83aa-672f78dcb2a5\"], \"total_duration\": 3520.0, \"total_sessions\": 5, \"mean_week_duration\": 17.868}}]\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[{\"81145\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-11 22:57:17.000000+00:00\", \"2019-07-08 10:43:02.000000+00:00\", \"2019-09-18 09:53:55.000000+00:00\", \"2022-05-31 01:48:48.000000+00:00\", \"2022-02-24 07:44:35.000000+00:00\"], \"session_ids\": [\"9d03b62f-23f5-4e8c-a99c-86a9b54694b2\", \"8d09d5b6-77f0-434d-9ef5-dbedb4dc05da\", \"9b8a288e-6839-4ebc-8c1d-5d0068e4b550\", \"2999f048-9a41-4965-b787-bc8c412369a0\", \"bb8e4009-aefc-43d9-83aa-672f78dcb2a5\"], \"total_duration\": 3520.0, \"total_sessions\": 5, \"mean_week_duration\": 17.868}}]\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 me 3 users with a sum of sessions that is lower than 4, inclusive 4 , carry out sorting by count of sessions 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{\"66340\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-09-13 10:45:00.000000+00:00\", \"2022-06-27 09:14:22.000000+00:00\"], \"session_ids\": [\"2c0c7b9d-32a4-4fa6-a58a-3b7993d561be\", \"247d9932-7e7e-434c-98c8-55d16d2a8a79\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 8.5}, \"45977\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-11-19 05:39:55.000000+00:00\", \"2020-12-26 05:27:56.000000+00:00\", \"2020-08-16 01:57:03.000000+00:00\"], \"session_ids\": [\"9f26650e-f998-4456-9c62-99255904af11\", \"13050dce-6e45-472f-a9bb-7f6a4e9d17b4\", \"74c7a9e4-8572-451f-9acc-6af452bd7e55\"], \"total_duration\": 1073.0, \"total_sessions\": 3, \"mean_week_duration\": 56.474}, \"97268\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-01-07 10:30:52.000000+00:00\", \"2021-01-20 03:48:08.000000+00:00\", \"2019-07-02 09:07:53.000000+00:00\"], \"session_ids\": [\"f90fd047-7c46-4d69-aed1-21b9ea6adaf7\", \"beba2ed4-3a8c-4a89-bac5-957894483ad1\", \"07499607-aeed-455f-bcc1-1e0e32242fdd\"], \"total_duration\": 573.0, \"total_sessions\": 3, \"mean_week_duration\": 4.341}, \"83476\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-10-02 19:50:16.000000+00:00\", \"2023-05-11 15:03:15.000000+00:00\", \"2023-02-15 07:33:19.000000+00:00\"], \"session_ids\": [\"c9b13b53-6448-46a2-8606-6d753323c198\", \"61ac3d94-a6fd-4312-80cb-431c63d01b21\", \"a4613f78-b622-4cfe-bc8b-34b00fd4f9d0\"], \"total_duration\": 811.0, \"total_sessions\": 3, \"mean_week_duration\": 9.655}, \"64684\": {\"keyflows\": {\"Sign In Flow\": 3, \"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\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-04-27 11:40:39.000000+00:00\", \"2019-05-18 20:19:49.000000+00:00\", \"2019-02-25 02:21:24.000000+00:00\", \"2021-08-15 08:28:40.000000+00:00\", \"2022-12-07 08:34:45.000000+00:00\", \"2022-02-14 21:52:23.000000+00:00\", \"2022-10-15 04:35:27.000000+00:00\"], \"session_ids\": [\"7c0b75a0-5c9f-44d1-a84a-db1301a9d307\", \"0944027a-6c4a-4970-bc38-458f59d21fc6\", \"1594ac34-783a-41b5-b533-edfc102849a2\", \"f0b98f2c-849a-4c7a-b659-89262a921adf\", \"44bf8bd7-0544-42ce-9187-89ea486999bf\", \"800602f2-34f7-4906-9300-82f90c912a83\", \"9cf73fc6-0737-4037-ba34-58270ac3ce27\"], \"total_duration\": 2190.0, \"total_sessions\": 7, \"mean_week_duration\": 11.061}, \"82006\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-08-11 11:54:12.000000+00:00\", \"2022-09-29 23:39:59.000000+00:00\", \"2020-09-13 08:17:15.000000+00:00\", \"2020-11-18 13:14:16.000000+00:00\", \"2023-02-04 21:25:27.000000+00:00\"], \"session_ids\": [\"837d8252-816e-4c3c-a982-b3deb0271ae2\", \"4ffc58c9-2b27-41b9-8357-78c457885a98\", \"f7afa28c-1f40-4cd3-97ea-9abbfe6b2032\", \"6ec6011a-72fd-41c5-8773-32d1f7291da1\", \"f7b4abd0-be71-4520-acfd-30dc115cdfb9\"], \"total_duration\": 1307.0, \"total_sessions\": 5, \"mean_week_duration\": 10.456}, \"69820\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-07 16:23:15.000000+00:00\", \"2021-12-20 19:36:39.000000+00:00\", \"2019-03-15 04:00:57.000000+00:00\"], \"session_ids\": [\"78b61638-293b-4585-91ca-3e7ae9156afc\", \"b7b682fa-d901-4f69-9a51-5cd400b93462\", \"e182396f-0334-4170-9658-0814f8c0f6b5\"], \"total_duration\": 766.0, \"total_sessions\": 3, \"mean_week_duration\": 5.283}, \"80144\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-20 07:55:24.000000+00:00\", \"2021-02-23 01:03:13.000000+00:00\", \"2020-02-14 14:28:51.000000+00:00\"], \"session_ids\": [\"1002efd1-3250-4a25-995c-c58c3d916e01\", \"663d8bc2-2204-41a3-8138-c1b4486c2508\", \"2d7539a5-8c85-4630-98cc-13cc5b692374\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.291}, \"70855\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-01-19 02:50:33.000000+00:00\", \"2023-03-26 21:17:39.000000+00:00\", \"2019-10-07 18:05:05.000000+00:00\"], \"session_ids\": [\"8111ad21-a877-4cc0-920e-d8f854810a69\", \"5c48664b-f416-4f58-b157-941112f72881\", \"03149988-4da8-4550-9dcb-c8c7cafec378\"], \"total_duration\": 124.0, \"total_sessions\": 3, \"mean_week_duration\": 0.685}, \"88350\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-11-18 00:30:59.000000+00:00\", \"2021-01-25 00:56:20.000000+00:00\", \"2020-06-14 00:46:21.000000+00:00\"], \"session_ids\": [\"5ee18ef9-b91e-4e25-9370-4da5cf29bc8c\", \"e9fe4a95-9f90-4ef7-920c-8378b165ce5c\", \"3fa366e4-f9fe-4bc6-8d31-ece121a6f98c\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 9.71}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[4, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66340\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-09-13 10:45:00.000000+00:00\", \"2022-06-27 09:14:22.000000+00:00\"], \"session_ids\": [\"2c0c7b9d-32a4-4fa6-a58a-3b7993d561be\", \"247d9932-7e7e-434c-98c8-55d16d2a8a79\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 8.5}, \"45977\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-11-19 05:39:55.000000+00:00\", \"2020-12-26 05:27:56.000000+00:00\", \"2020-08-16 01:57:03.000000+00:00\"], \"session_ids\": [\"9f26650e-f998-4456-9c62-99255904af11\", \"13050dce-6e45-472f-a9bb-7f6a4e9d17b4\", \"74c7a9e4-8572-451f-9acc-6af452bd7e55\"], \"total_duration\": 1073.0, \"total_sessions\": 3, \"mean_week_duration\": 56.474}, \"97268\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-01-07 10:30:52.000000+00:00\", \"2021-01-20 03:48:08.000000+00:00\", \"2019-07-02 09:07:53.000000+00:00\"], \"session_ids\": [\"f90fd047-7c46-4d69-aed1-21b9ea6adaf7\", \"beba2ed4-3a8c-4a89-bac5-957894483ad1\", \"07499607-aeed-455f-bcc1-1e0e32242fdd\"], \"total_duration\": 573.0, \"total_sessions\": 3, \"mean_week_duration\": 4.341}, \"83476\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-10-02 19:50:16.000000+00:00\", \"2023-05-11 15:03:15.000000+00:00\", \"2023-02-15 07:33:19.000000+00:00\"], \"session_ids\": [\"c9b13b53-6448-46a2-8606-6d753323c198\", \"61ac3d94-a6fd-4312-80cb-431c63d01b21\", \"a4613f78-b622-4cfe-bc8b-34b00fd4f9d0\"], \"total_duration\": 811.0, \"total_sessions\": 3, \"mean_week_duration\": 9.655}, \"69820\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-07 16:23:15.000000+00:00\", \"2021-12-20 19:36:39.000000+00:00\", \"2019-03-15 04:00:57.000000+00:00\"], \"session_ids\": [\"78b61638-293b-4585-91ca-3e7ae9156afc\", \"b7b682fa-d901-4f69-9a51-5cd400b93462\", \"e182396f-0334-4170-9658-0814f8c0f6b5\"], \"total_duration\": 766.0, \"total_sessions\": 3, \"mean_week_duration\": 5.283}, \"80144\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-20 07:55:24.000000+00:00\", \"2021-02-23 01:03:13.000000+00:00\", \"2020-02-14 14:28:51.000000+00:00\"], \"session_ids\": [\"1002efd1-3250-4a25-995c-c58c3d916e01\", \"663d8bc2-2204-41a3-8138-c1b4486c2508\", \"2d7539a5-8c85-4630-98cc-13cc5b692374\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.291}, \"70855\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-01-19 02:50:33.000000+00:00\", \"2023-03-26 21:17:39.000000+00:00\", \"2019-10-07 18:05:05.000000+00:00\"], \"session_ids\": [\"8111ad21-a877-4cc0-920e-d8f854810a69\", \"5c48664b-f416-4f58-b157-941112f72881\", \"03149988-4da8-4550-9dcb-c8c7cafec378\"], \"total_duration\": 124.0, \"total_sessions\": 3, \"mean_week_duration\": 0.685}, \"88350\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-11-18 00:30:59.000000+00:00\", \"2021-01-25 00:56:20.000000+00:00\", \"2020-06-14 00:46:21.000000+00:00\"], \"session_ids\": [\"5ee18ef9-b91e-4e25-9370-4da5cf29bc8c\", \"e9fe4a95-9f90-4ef7-920c-8378b165ce5c\", \"3fa366e4-f9fe-4bc6-8d31-ece121a6f98c\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 9.71}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"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[{\"66340\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-09-13 10:45:00.000000+00:00\", \"2022-06-27 09:14:22.000000+00:00\"], \"session_ids\": [\"2c0c7b9d-32a4-4fa6-a58a-3b7993d561be\", \"247d9932-7e7e-434c-98c8-55d16d2a8a79\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 8.5}}, {\"45977\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-11-19 05:39:55.000000+00:00\", \"2020-12-26 05:27:56.000000+00:00\", \"2020-08-16 01:57:03.000000+00:00\"], \"session_ids\": [\"9f26650e-f998-4456-9c62-99255904af11\", \"13050dce-6e45-472f-a9bb-7f6a4e9d17b4\", \"74c7a9e4-8572-451f-9acc-6af452bd7e55\"], \"total_duration\": 1073.0, \"total_sessions\": 3, \"mean_week_duration\": 56.474}}, {\"97268\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-01-07 10:30:52.000000+00:00\", \"2021-01-20 03:48:08.000000+00:00\", \"2019-07-02 09:07:53.000000+00:00\"], \"session_ids\": [\"f90fd047-7c46-4d69-aed1-21b9ea6adaf7\", \"beba2ed4-3a8c-4a89-bac5-957894483ad1\", \"07499607-aeed-455f-bcc1-1e0e32242fdd\"], \"total_duration\": 573.0, \"total_sessions\": 3, \"mean_week_duration\": 4.341}}, {\"83476\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-10-02 19:50:16.000000+00:00\", \"2023-05-11 15:03:15.000000+00:00\", \"2023-02-15 07:33:19.000000+00:00\"], \"session_ids\": [\"c9b13b53-6448-46a2-8606-6d753323c198\", \"61ac3d94-a6fd-4312-80cb-431c63d01b21\", \"a4613f78-b622-4cfe-bc8b-34b00fd4f9d0\"], \"total_duration\": 811.0, \"total_sessions\": 3, \"mean_week_duration\": 9.655}}, {\"69820\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-07 16:23:15.000000+00:00\", \"2021-12-20 19:36:39.000000+00:00\", \"2019-03-15 04:00:57.000000+00:00\"], \"session_ids\": [\"78b61638-293b-4585-91ca-3e7ae9156afc\", \"b7b682fa-d901-4f69-9a51-5cd400b93462\", \"e182396f-0334-4170-9658-0814f8c0f6b5\"], \"total_duration\": 766.0, \"total_sessions\": 3, \"mean_week_duration\": 5.283}}, {\"80144\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-20 07:55:24.000000+00:00\", \"2021-02-23 01:03:13.000000+00:00\", \"2020-02-14 14:28:51.000000+00:00\"], \"session_ids\": [\"1002efd1-3250-4a25-995c-c58c3d916e01\", \"663d8bc2-2204-41a3-8138-c1b4486c2508\", \"2d7539a5-8c85-4630-98cc-13cc5b692374\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.291}}, {\"70855\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-01-19 02:50:33.000000+00:00\", \"2023-03-26 21:17:39.000000+00:00\", \"2019-10-07 18:05:05.000000+00:00\"], \"session_ids\": [\"8111ad21-a877-4cc0-920e-d8f854810a69\", \"5c48664b-f416-4f58-b157-941112f72881\", \"03149988-4da8-4550-9dcb-c8c7cafec378\"], \"total_duration\": 124.0, \"total_sessions\": 3, \"mean_week_duration\": 0.685}}, {\"88350\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-11-18 00:30:59.000000+00:00\", \"2021-01-25 00:56:20.000000+00:00\", \"2020-06-14 00:46:21.000000+00:00\"], \"session_ids\": [\"5ee18ef9-b91e-4e25-9370-4da5cf29bc8c\", \"e9fe4a95-9f90-4ef7-920c-8378b165ce5c\", \"3fa366e4-f9fe-4bc6-8d31-ece121a6f98c\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 9.71}}]\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[{\"66340\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-09-13 10:45:00.000000+00:00\", \"2022-06-27 09:14:22.000000+00:00\"], \"session_ids\": [\"2c0c7b9d-32a4-4fa6-a58a-3b7993d561be\", \"247d9932-7e7e-434c-98c8-55d16d2a8a79\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 8.5}}, {\"45977\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-11-19 05:39:55.000000+00:00\", \"2020-12-26 05:27:56.000000+00:00\", \"2020-08-16 01:57:03.000000+00:00\"], \"session_ids\": [\"9f26650e-f998-4456-9c62-99255904af11\", \"13050dce-6e45-472f-a9bb-7f6a4e9d17b4\", \"74c7a9e4-8572-451f-9acc-6af452bd7e55\"], \"total_duration\": 1073.0, \"total_sessions\": 3, \"mean_week_duration\": 56.474}}, {\"97268\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-01-07 10:30:52.000000+00:00\", \"2021-01-20 03:48:08.000000+00:00\", \"2019-07-02 09:07:53.000000+00:00\"], \"session_ids\": [\"f90fd047-7c46-4d69-aed1-21b9ea6adaf7\", \"beba2ed4-3a8c-4a89-bac5-957894483ad1\", \"07499607-aeed-455f-bcc1-1e0e32242fdd\"], \"total_duration\": 573.0, \"total_sessions\": 3, \"mean_week_duration\": 4.341}}]\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[{\"66340\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-09-13 10:45:00.000000+00:00\", \"2022-06-27 09:14:22.000000+00:00\"], \"session_ids\": [\"2c0c7b9d-32a4-4fa6-a58a-3b7993d561be\", \"247d9932-7e7e-434c-98c8-55d16d2a8a79\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 8.5}}, {\"45977\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-11-19 05:39:55.000000+00:00\", \"2020-12-26 05:27:56.000000+00:00\", \"2020-08-16 01:57:03.000000+00:00\"], \"session_ids\": [\"9f26650e-f998-4456-9c62-99255904af11\", \"13050dce-6e45-472f-a9bb-7f6a4e9d17b4\", \"74c7a9e4-8572-451f-9acc-6af452bd7e55\"], \"total_duration\": 1073.0, \"total_sessions\": 3, \"mean_week_duration\": 56.474}}, {\"97268\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-01-07 10:30:52.000000+00:00\", \"2021-01-20 03:48:08.000000+00:00\", \"2019-07-02 09:07:53.000000+00:00\"], \"session_ids\": [\"f90fd047-7c46-4d69-aed1-21b9ea6adaf7\", \"beba2ed4-3a8c-4a89-bac5-957894483ad1\", \"07499607-aeed-455f-bcc1-1e0e32242fdd\"], \"total_duration\": 573.0, \"total_sessions\": 3, \"mean_week_duration\": 4.341}}]\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": "Offer me knowledge about user who has the biggest value of sum of duration of sessions per week , moreover do sorting by urban title in ascending."
}
] |
[
{
"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{\"4414\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-12-01 17:58:24.000000+00:00\", \"2023-06-03 11:04:41.000000+00:00\", \"2021-01-15 01:42:12.000000+00:00\", \"2019-07-09 16:10:20.000000+00:00\", \"2019-12-26 15:49:39.000000+00:00\"], \"session_ids\": [\"3e63b379-60b3-4776-80ba-8ca44dbc6bc9\", \"c71f3ac2-5a01-428c-b120-1ef85943d5d8\", \"035c7f02-15be-49ac-80be-42be4b1041df\", \"8d100da5-a481-4dfd-9b62-55f19842c6cf\", \"8c9cfa89-f69e-499f-970f-aff25d7ee95f\"], \"total_duration\": 39.0, \"total_sessions\": 5, \"mean_week_duration\": 0.191}, \"53065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-31 11:04:32.000000+00:00\", \"2019-12-07 20:57:42.000000+00:00\", \"2022-09-16 09:26:39.000000+00:00\", \"2022-06-22 17:45:21.000000+00:00\", \"2020-01-09 13:53:36.000000+00:00\", \"2023-06-22 23:06:15.000000+00:00\", \"2021-12-05 12:19:05.000000+00:00\", \"2023-02-27 20:27:13.000000+00:00\", \"2022-03-14 06:56:34.000000+00:00\", \"2021-08-01 09:31:11.000000+00:00\"], \"session_ids\": [\"6f71a4b5-e8f1-4464-b821-c68cbed8eece\", \"7f436a50-ccd0-47ad-8f64-19f0a14e070f\", \"0fc37d0c-5062-4c0f-bd83-a098937c0355\", \"dec1c821-018b-4153-9728-9ea56fd12eda\", \"a99be05c-7ba9-4628-9507-ee55df9761be\", \"55c3a684-64d3-46a0-a2c7-50e7a5ea84d5\", \"cb4190c2-db6d-4e11-8512-9c8457ee74eb\", \"1c0ad628-2840-42f0-9f6d-a0c931355e0b\", \"90721241-f568-4d3e-9264-accc9d4764fb\", \"809cfc90-2d2a-4f9b-a260-001e52f8aad9\"], \"total_duration\": 21279.0, \"total_sessions\": 10, \"mean_week_duration\": 115.022}, \"63506\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-03 12:31:05.000000+00:00\", \"2022-06-09 04:30:31.000000+00:00\"], \"session_ids\": [\"af22e17d-5de0-46eb-84d6-08200e984398\", \"cfc50322-8d8f-45b8-9e7c-540c003acb09\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 16.176}, \"72111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-07-04 23:06:41.000000+00:00\", \"2019-12-04 22:55:59.000000+00:00\", \"2019-01-13 20:44:05.000000+00:00\", \"2021-09-17 14:01:51.000000+00:00\", \"2021-12-27 02:04:28.000000+00:00\"], \"session_ids\": [\"e6ea6fa9-c68b-4de6-8cca-3e1a6127b339\", \"4e85c149-9e4f-4abd-b53e-af4f252ff3da\", \"ebc2e555-8a2a-4f6f-a30a-da7b76a47dd5\", \"a02321bc-8639-4bac-9cf5-d32b5166f5a1\", \"34be0aef-1911-487e-8803-b280177069ea\"], \"total_duration\": 85.0, \"total_sessions\": 5, \"mean_week_duration\": 0.552}, \"24142\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"London\", \"datetimes\": [\"2022-03-07 10:38:38.000000+00:00\", \"2020-06-20 10:48:02.000000+00:00\"], \"session_ids\": [\"b56fc89a-aaef-4a12-92eb-f4ba5f2a93e4\", \"d1b9c663-4242-4dff-92b6-36bf22c663b9\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.389}, \"38706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-22 01:56:02.000000+00:00\", \"2019-11-17 01:04:31.000000+00:00\"], \"session_ids\": [\"d766677b-d6f7-4d9a-a5f3-b2a3a8eb727c\", \"9a64145d-94b5-4c61-94b7-6d5b9fed2da3\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 0.679}, \"99945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-10-16 00:32:03.000000+00:00\", \"2020-02-16 21:35:17.000000+00:00\"], \"session_ids\": [\"39522ec6-0e5a-4fa4-90ef-6e26a1865044\", \"caa2bb32-9a10-4f84-adf5-637213e334cf\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.184}, \"11399\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-10 22:53:32.000000+00:00\", \"2020-04-29 03:30:49.000000+00:00\"], \"session_ids\": [\"84addb7a-a65b-4706-9617-530ffdef98fa\", \"ca20966d-e275-4091-85f8-36d0c50e5489\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 4.488}, \"72633\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-24 01:14:25.000000+00:00\", \"2021-06-20 23:08:30.000000+00:00\"], \"session_ids\": [\"af9493d1-4464-46be-b187-d33cefc3f0ea\", \"4984532a-702b-4e28-a7f7-65e9a02efe7a\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 1.304}, \"11549\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-09 07:51:01.000000+00:00\", \"2023-01-28 21:19:08.000000+00:00\"], \"session_ids\": [\"4eed63c0-1e7c-4180-b046-a3343389a1b8\", \"4be153c6-610e-4686-a666-3bc785f1b9f4\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.247}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 1 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"53065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-31 11:04:32.000000+00:00\", \"2019-12-07 20:57:42.000000+00:00\", \"2022-09-16 09:26:39.000000+00:00\", \"2022-06-22 17:45:21.000000+00:00\", \"2020-01-09 13:53:36.000000+00:00\", \"2023-06-22 23:06:15.000000+00:00\", \"2021-12-05 12:19:05.000000+00:00\", \"2023-02-27 20:27:13.000000+00:00\", \"2022-03-14 06:56:34.000000+00:00\", \"2021-08-01 09:31:11.000000+00:00\"], \"session_ids\": [\"6f71a4b5-e8f1-4464-b821-c68cbed8eece\", \"7f436a50-ccd0-47ad-8f64-19f0a14e070f\", \"0fc37d0c-5062-4c0f-bd83-a098937c0355\", \"dec1c821-018b-4153-9728-9ea56fd12eda\", \"a99be05c-7ba9-4628-9507-ee55df9761be\", \"55c3a684-64d3-46a0-a2c7-50e7a5ea84d5\", \"cb4190c2-db6d-4e11-8512-9c8457ee74eb\", \"1c0ad628-2840-42f0-9f6d-a0c931355e0b\", \"90721241-f568-4d3e-9264-accc9d4764fb\", \"809cfc90-2d2a-4f9b-a260-001e52f8aad9\"], \"total_duration\": 21279.0, \"total_sessions\": 10, \"mean_week_duration\": 115.022}}, {\"63506\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-03 12:31:05.000000+00:00\", \"2022-06-09 04:30:31.000000+00:00\"], \"session_ids\": [\"af22e17d-5de0-46eb-84d6-08200e984398\", \"cfc50322-8d8f-45b8-9e7c-540c003acb09\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 16.176}}, {\"11399\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-10 22:53:32.000000+00:00\", \"2020-04-29 03:30:49.000000+00:00\"], \"session_ids\": [\"84addb7a-a65b-4706-9617-530ffdef98fa\", \"ca20966d-e275-4091-85f8-36d0c50e5489\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 4.488}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by 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[{\"63506\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-03 12:31:05.000000+00:00\", \"2022-06-09 04:30:31.000000+00:00\"], \"session_ids\": [\"af22e17d-5de0-46eb-84d6-08200e984398\", \"cfc50322-8d8f-45b8-9e7c-540c003acb09\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 16.176}}, {\"53065\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-31 11:04:32.000000+00:00\", \"2019-12-07 20:57:42.000000+00:00\", \"2022-09-16 09:26:39.000000+00:00\", \"2022-06-22 17:45:21.000000+00:00\", \"2020-01-09 13:53:36.000000+00:00\", \"2023-06-22 23:06:15.000000+00:00\", \"2021-12-05 12:19:05.000000+00:00\", \"2023-02-27 20:27:13.000000+00:00\", \"2022-03-14 06:56:34.000000+00:00\", \"2021-08-01 09:31:11.000000+00:00\"], \"session_ids\": [\"6f71a4b5-e8f1-4464-b821-c68cbed8eece\", \"7f436a50-ccd0-47ad-8f64-19f0a14e070f\", \"0fc37d0c-5062-4c0f-bd83-a098937c0355\", \"dec1c821-018b-4153-9728-9ea56fd12eda\", \"a99be05c-7ba9-4628-9507-ee55df9761be\", \"55c3a684-64d3-46a0-a2c7-50e7a5ea84d5\", \"cb4190c2-db6d-4e11-8512-9c8457ee74eb\", \"1c0ad628-2840-42f0-9f6d-a0c931355e0b\", \"90721241-f568-4d3e-9264-accc9d4764fb\", \"809cfc90-2d2a-4f9b-a260-001e52f8aad9\"], \"total_duration\": 21279.0, \"total_sessions\": 10, \"mean_week_duration\": 115.022}}, {\"11399\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-10 22:53:32.000000+00:00\", \"2020-04-29 03:30:49.000000+00:00\"], \"session_ids\": [\"84addb7a-a65b-4706-9617-530ffdef98fa\", \"ca20966d-e275-4091-85f8-36d0c50e5489\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 4.488}}]\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[{\"63506\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-03 12:31:05.000000+00:00\", \"2022-06-09 04:30:31.000000+00:00\"], \"session_ids\": [\"af22e17d-5de0-46eb-84d6-08200e984398\", \"cfc50322-8d8f-45b8-9e7c-540c003acb09\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 16.176}}]\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[{\"63506\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-03 12:31:05.000000+00:00\", \"2022-06-09 04:30:31.000000+00:00\"], \"session_ids\": [\"af22e17d-5de0-46eb-84d6-08200e984398\", \"cfc50322-8d8f-45b8-9e7c-540c003acb09\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 16.176}}]\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 3 users who don't belong to cities Havana, Toronto, San Pedro, Oslo, Prague + perform sorting by time using the app per week 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{\"54077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 5}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-10-23 19:21:33.000000+00:00\", \"2019-12-22 03:04:46.000000+00:00\"], \"session_ids\": [\"bb1a8c18-7fd2-4baf-822a-31c5be10b0db\", \"f1f763a1-7665-4c60-a8f1-3554a0786395\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 8.136}, \"46649\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-26 13:34:29.000000+00:00\", \"2021-06-17 05:27:46.000000+00:00\", \"2021-11-24 14:27:18.000000+00:00\"], \"session_ids\": [\"7955cef7-2bd0-4c22-aa7c-514293780426\", \"ce5099f8-b109-4c76-9324-12e7a580caba\", \"28c109de-256a-433a-81ca-7a2df6818570\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.437}, \"77784\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-30 02:57:29.000000+00:00\", \"2020-08-12 06:44:48.000000+00:00\"], \"session_ids\": [\"b1c3318d-f558-43e1-9674-6fdf8eaf323f\", \"b860a39f-7dee-4965-bd00-98838905154b\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 6.304}, \"32660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-01-14 04:22:33.000000+00:00\", \"2019-07-31 13:46:58.000000+00:00\", \"2022-08-24 16:33:38.000000+00:00\"], \"session_ids\": [\"0f1be8a4-a4ff-4713-8326-fbf6ffa31a5e\", \"407722f6-ddc7-4d07-8f91-cfbf1e570b2b\", \"e69dbbdd-7317-486e-b1bc-14ffe6c2f9e1\"], \"total_duration\": 487.0, \"total_sessions\": 3, \"mean_week_duration\": 3.044}, \"35820\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-09-28 14:13:34.000000+00:00\", \"2019-11-27 13:47:08.000000+00:00\", \"2020-10-04 13:03:53.000000+00:00\", \"2019-09-11 08:04:58.000000+00:00\", \"2021-02-26 13:24:48.000000+00:00\", \"2020-10-24 03:35:25.000000+00:00\", \"2019-06-14 13:53:50.000000+00:00\", \"2022-06-15 02:40:00.000000+00:00\", \"2021-02-21 21:19:19.000000+00:00\", \"2020-04-14 03:22:38.000000+00:00\", \"2022-01-04 14:30:30.000000+00:00\"], \"session_ids\": [\"e035dd77-e08b-4df7-a259-1a94dcf0ee75\", \"d9cf69cc-8789-4dbf-83c1-564616ab4614\", \"9dae6729-4054-4671-afa3-e4508f8509fe\", \"55b3fe23-ecc0-469b-b9f9-ede958f2e6ea\", \"217d693d-a4d5-46fb-ac4a-5e6506653d3c\", \"97da1334-315a-4033-8f89-bf136b231dc3\", \"5d90deaa-ed30-47d0-83d8-b89cb5df4607\", \"50914378-2f95-4bd0-9d90-ad85ced18e5f\", \"317dbbfa-6a12-4be7-8f08-0f539d859376\", \"3c1751ae-c3ad-4d79-9440-59729c475ebe\", \"493967ed-204a-487a-b8d8-3f5fda25d623\"], \"total_duration\": 1507.0, \"total_sessions\": 11, \"mean_week_duration\": 8.762}, \"10535\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-29 19:11:31.000000+00:00\", \"2022-08-21 14:43:09.000000+00:00\", \"2019-12-07 18:49:06.000000+00:00\"], \"session_ids\": [\"de40c7c1-523e-4c0c-ba32-1ee705dd84e8\", \"9608e43a-a5fb-4502-af20-d4e8c186f02a\", \"674d51c9-5968-430a-b387-f63d45d0ba31\"], \"total_duration\": 174.0, \"total_sessions\": 3, \"mean_week_duration\": 1.061}, \"40643\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-15 20:41:36.000000+00:00\", \"2019-03-13 23:38:09.000000+00:00\", \"2023-05-05 12:07:51.000000+00:00\", \"2019-04-02 13:00:55.000000+00:00\", \"2021-03-24 11:03:41.000000+00:00\", \"2022-06-14 22:22:07.000000+00:00\", \"2020-04-25 08:57:14.000000+00:00\", \"2019-08-07 05:20:34.000000+00:00\", \"2021-01-07 06:46:32.000000+00:00\", \"2020-06-14 19:28:31.000000+00:00\", \"2022-12-04 22:04:13.000000+00:00\"], \"session_ids\": [\"430404ff-f5c4-4f45-97a4-725c849bfc30\", \"cc188efa-6cbe-4473-93c9-671b141e309b\", \"817731f7-9f9b-4c2f-9241-7c09647c4cc7\", \"afcdb5a4-419a-49f6-ac35-00555c51fb6c\", \"d9747fca-163e-4784-b3fc-1f910cf5dfed\", \"9ec29e2d-fee9-4341-baa2-8a32efed164a\", \"f911f907-584f-4915-915e-2a70a7869e92\", \"fa437d7c-fef5-43bf-8fae-97331d66fca0\", \"2e1ddb1c-7ec0-4485-b043-88ac0d7abf67\", \"d692aea8-37ef-40a7-95ff-6bbc816aa0e9\", \"8a60fc23-1b4d-4dfa-b07d-d96cae51c3ce\"], \"total_duration\": 43604.0, \"total_sessions\": 11, \"mean_week_duration\": 200.94}, \"20525\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-03 19:56:13.000000+00:00\", \"2022-05-26 12:54:10.000000+00:00\"], \"session_ids\": [\"c24b8926-8963-42bf-91ac-aeb2d40890e1\", \"783b84b0-7bfa-430d-a96b-8611b3e66ca3\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 1.992}, \"40670\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-28 17:20:30.000000+00:00\", \"2019-02-25 22:21:17.000000+00:00\"], \"session_ids\": [\"3e590c40-21f9-4224-9902-dd7f06d5a5ea\", \"1b82abfd-25f8-4f80-9519-d7e3bb76948f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}, \"58977\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-03-06 19:59:22.000000+00:00\", \"2021-01-30 11:44:08.000000+00:00\", \"2022-08-26 23:41:14.000000+00:00\", \"2021-09-15 06:23:05.000000+00:00\", \"2020-06-07 15:18:33.000000+00:00\", \"2019-03-29 10:56:11.000000+00:00\"], \"session_ids\": [\"51ee1a17-669a-40bb-99e3-7daedace090f\", \"ea00620c-4a45-4b85-8ade-e0beb67805d4\", \"6d7ecea6-b0bc-46ec-824d-9623976d8449\", \"feefc33c-a451-459b-9dde-9ff067256d6e\", \"08fd372b-ec28-4a5a-91c9-603eb548b4f7\", \"e4b00946-c4e3-4d23-98b2-8863b1fdd8a0\"], \"total_duration\": 237.0, \"total_sessions\": 6, \"mean_week_duration\": 1.302}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Havana, Toronto, San Pedro, Oslo, Prague"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Havana\", \"Toronto\", \"San Pedro\", \"Oslo\", \"Prague\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 5}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-10-23 19:21:33.000000+00:00\", \"2019-12-22 03:04:46.000000+00:00\"], \"session_ids\": [\"bb1a8c18-7fd2-4baf-822a-31c5be10b0db\", \"f1f763a1-7665-4c60-a8f1-3554a0786395\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 8.136}, \"46649\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-26 13:34:29.000000+00:00\", \"2021-06-17 05:27:46.000000+00:00\", \"2021-11-24 14:27:18.000000+00:00\"], \"session_ids\": [\"7955cef7-2bd0-4c22-aa7c-514293780426\", \"ce5099f8-b109-4c76-9324-12e7a580caba\", \"28c109de-256a-433a-81ca-7a2df6818570\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.437}, \"77784\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-30 02:57:29.000000+00:00\", \"2020-08-12 06:44:48.000000+00:00\"], \"session_ids\": [\"b1c3318d-f558-43e1-9674-6fdf8eaf323f\", \"b860a39f-7dee-4965-bd00-98838905154b\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 6.304}, \"32660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-01-14 04:22:33.000000+00:00\", \"2019-07-31 13:46:58.000000+00:00\", \"2022-08-24 16:33:38.000000+00:00\"], \"session_ids\": [\"0f1be8a4-a4ff-4713-8326-fbf6ffa31a5e\", \"407722f6-ddc7-4d07-8f91-cfbf1e570b2b\", \"e69dbbdd-7317-486e-b1bc-14ffe6c2f9e1\"], \"total_duration\": 487.0, \"total_sessions\": 3, \"mean_week_duration\": 3.044}, \"35820\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-09-28 14:13:34.000000+00:00\", \"2019-11-27 13:47:08.000000+00:00\", \"2020-10-04 13:03:53.000000+00:00\", \"2019-09-11 08:04:58.000000+00:00\", \"2021-02-26 13:24:48.000000+00:00\", \"2020-10-24 03:35:25.000000+00:00\", \"2019-06-14 13:53:50.000000+00:00\", \"2022-06-15 02:40:00.000000+00:00\", \"2021-02-21 21:19:19.000000+00:00\", \"2020-04-14 03:22:38.000000+00:00\", \"2022-01-04 14:30:30.000000+00:00\"], \"session_ids\": [\"e035dd77-e08b-4df7-a259-1a94dcf0ee75\", \"d9cf69cc-8789-4dbf-83c1-564616ab4614\", \"9dae6729-4054-4671-afa3-e4508f8509fe\", \"55b3fe23-ecc0-469b-b9f9-ede958f2e6ea\", \"217d693d-a4d5-46fb-ac4a-5e6506653d3c\", \"97da1334-315a-4033-8f89-bf136b231dc3\", \"5d90deaa-ed30-47d0-83d8-b89cb5df4607\", \"50914378-2f95-4bd0-9d90-ad85ced18e5f\", \"317dbbfa-6a12-4be7-8f08-0f539d859376\", \"3c1751ae-c3ad-4d79-9440-59729c475ebe\", \"493967ed-204a-487a-b8d8-3f5fda25d623\"], \"total_duration\": 1507.0, \"total_sessions\": 11, \"mean_week_duration\": 8.762}, \"10535\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-29 19:11:31.000000+00:00\", \"2022-08-21 14:43:09.000000+00:00\", \"2019-12-07 18:49:06.000000+00:00\"], \"session_ids\": [\"de40c7c1-523e-4c0c-ba32-1ee705dd84e8\", \"9608e43a-a5fb-4502-af20-d4e8c186f02a\", \"674d51c9-5968-430a-b387-f63d45d0ba31\"], \"total_duration\": 174.0, \"total_sessions\": 3, \"mean_week_duration\": 1.061}, \"40643\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-15 20:41:36.000000+00:00\", \"2019-03-13 23:38:09.000000+00:00\", \"2023-05-05 12:07:51.000000+00:00\", \"2019-04-02 13:00:55.000000+00:00\", \"2021-03-24 11:03:41.000000+00:00\", \"2022-06-14 22:22:07.000000+00:00\", \"2020-04-25 08:57:14.000000+00:00\", \"2019-08-07 05:20:34.000000+00:00\", \"2021-01-07 06:46:32.000000+00:00\", \"2020-06-14 19:28:31.000000+00:00\", \"2022-12-04 22:04:13.000000+00:00\"], \"session_ids\": [\"430404ff-f5c4-4f45-97a4-725c849bfc30\", \"cc188efa-6cbe-4473-93c9-671b141e309b\", \"817731f7-9f9b-4c2f-9241-7c09647c4cc7\", \"afcdb5a4-419a-49f6-ac35-00555c51fb6c\", \"d9747fca-163e-4784-b3fc-1f910cf5dfed\", \"9ec29e2d-fee9-4341-baa2-8a32efed164a\", \"f911f907-584f-4915-915e-2a70a7869e92\", \"fa437d7c-fef5-43bf-8fae-97331d66fca0\", \"2e1ddb1c-7ec0-4485-b043-88ac0d7abf67\", \"d692aea8-37ef-40a7-95ff-6bbc816aa0e9\", \"8a60fc23-1b4d-4dfa-b07d-d96cae51c3ce\"], \"total_duration\": 43604.0, \"total_sessions\": 11, \"mean_week_duration\": 200.94}, \"20525\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-03 19:56:13.000000+00:00\", \"2022-05-26 12:54:10.000000+00:00\"], \"session_ids\": [\"c24b8926-8963-42bf-91ac-aeb2d40890e1\", \"783b84b0-7bfa-430d-a96b-8611b3e66ca3\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 1.992}, \"40670\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-28 17:20:30.000000+00:00\", \"2019-02-25 22:21:17.000000+00:00\"], \"session_ids\": [\"3e590c40-21f9-4224-9902-dd7f06d5a5ea\", \"1b82abfd-25f8-4f80-9519-d7e3bb76948f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to 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[{\"40643\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-15 20:41:36.000000+00:00\", \"2019-03-13 23:38:09.000000+00:00\", \"2023-05-05 12:07:51.000000+00:00\", \"2019-04-02 13:00:55.000000+00:00\", \"2021-03-24 11:03:41.000000+00:00\", \"2022-06-14 22:22:07.000000+00:00\", \"2020-04-25 08:57:14.000000+00:00\", \"2019-08-07 05:20:34.000000+00:00\", \"2021-01-07 06:46:32.000000+00:00\", \"2020-06-14 19:28:31.000000+00:00\", \"2022-12-04 22:04:13.000000+00:00\"], \"session_ids\": [\"430404ff-f5c4-4f45-97a4-725c849bfc30\", \"cc188efa-6cbe-4473-93c9-671b141e309b\", \"817731f7-9f9b-4c2f-9241-7c09647c4cc7\", \"afcdb5a4-419a-49f6-ac35-00555c51fb6c\", \"d9747fca-163e-4784-b3fc-1f910cf5dfed\", \"9ec29e2d-fee9-4341-baa2-8a32efed164a\", \"f911f907-584f-4915-915e-2a70a7869e92\", \"fa437d7c-fef5-43bf-8fae-97331d66fca0\", \"2e1ddb1c-7ec0-4485-b043-88ac0d7abf67\", \"d692aea8-37ef-40a7-95ff-6bbc816aa0e9\", \"8a60fc23-1b4d-4dfa-b07d-d96cae51c3ce\"], \"total_duration\": 43604.0, \"total_sessions\": 11, \"mean_week_duration\": 200.94}}, {\"40670\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-28 17:20:30.000000+00:00\", \"2019-02-25 22:21:17.000000+00:00\"], \"session_ids\": [\"3e590c40-21f9-4224-9902-dd7f06d5a5ea\", \"1b82abfd-25f8-4f80-9519-d7e3bb76948f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}}, {\"35820\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-09-28 14:13:34.000000+00:00\", \"2019-11-27 13:47:08.000000+00:00\", \"2020-10-04 13:03:53.000000+00:00\", \"2019-09-11 08:04:58.000000+00:00\", \"2021-02-26 13:24:48.000000+00:00\", \"2020-10-24 03:35:25.000000+00:00\", \"2019-06-14 13:53:50.000000+00:00\", \"2022-06-15 02:40:00.000000+00:00\", \"2021-02-21 21:19:19.000000+00:00\", \"2020-04-14 03:22:38.000000+00:00\", \"2022-01-04 14:30:30.000000+00:00\"], \"session_ids\": [\"e035dd77-e08b-4df7-a259-1a94dcf0ee75\", \"d9cf69cc-8789-4dbf-83c1-564616ab4614\", \"9dae6729-4054-4671-afa3-e4508f8509fe\", \"55b3fe23-ecc0-469b-b9f9-ede958f2e6ea\", \"217d693d-a4d5-46fb-ac4a-5e6506653d3c\", \"97da1334-315a-4033-8f89-bf136b231dc3\", \"5d90deaa-ed30-47d0-83d8-b89cb5df4607\", \"50914378-2f95-4bd0-9d90-ad85ced18e5f\", \"317dbbfa-6a12-4be7-8f08-0f539d859376\", \"3c1751ae-c3ad-4d79-9440-59729c475ebe\", \"493967ed-204a-487a-b8d8-3f5fda25d623\"], \"total_duration\": 1507.0, \"total_sessions\": 11, \"mean_week_duration\": 8.762}}, {\"54077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 5}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-10-23 19:21:33.000000+00:00\", \"2019-12-22 03:04:46.000000+00:00\"], \"session_ids\": [\"bb1a8c18-7fd2-4baf-822a-31c5be10b0db\", \"f1f763a1-7665-4c60-a8f1-3554a0786395\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 8.136}}, {\"77784\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-09-30 02:57:29.000000+00:00\", \"2020-08-12 06:44:48.000000+00:00\"], \"session_ids\": [\"b1c3318d-f558-43e1-9674-6fdf8eaf323f\", \"b860a39f-7dee-4965-bd00-98838905154b\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 6.304}}, {\"32660\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-01-14 04:22:33.000000+00:00\", \"2019-07-31 13:46:58.000000+00:00\", \"2022-08-24 16:33:38.000000+00:00\"], \"session_ids\": [\"0f1be8a4-a4ff-4713-8326-fbf6ffa31a5e\", \"407722f6-ddc7-4d07-8f91-cfbf1e570b2b\", \"e69dbbdd-7317-486e-b1bc-14ffe6c2f9e1\"], \"total_duration\": 487.0, \"total_sessions\": 3, \"mean_week_duration\": 3.044}}, {\"20525\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-03 19:56:13.000000+00:00\", \"2022-05-26 12:54:10.000000+00:00\"], \"session_ids\": [\"c24b8926-8963-42bf-91ac-aeb2d40890e1\", \"783b84b0-7bfa-430d-a96b-8611b3e66ca3\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 1.992}}, {\"10535\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-29 19:11:31.000000+00:00\", \"2022-08-21 14:43:09.000000+00:00\", \"2019-12-07 18:49:06.000000+00:00\"], \"session_ids\": [\"de40c7c1-523e-4c0c-ba32-1ee705dd84e8\", \"9608e43a-a5fb-4502-af20-d4e8c186f02a\", \"674d51c9-5968-430a-b387-f63d45d0ba31\"], \"total_duration\": 174.0, \"total_sessions\": 3, \"mean_week_duration\": 1.061}}, {\"46649\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-26 13:34:29.000000+00:00\", \"2021-06-17 05:27:46.000000+00:00\", \"2021-11-24 14:27:18.000000+00:00\"], \"session_ids\": [\"7955cef7-2bd0-4c22-aa7c-514293780426\", \"ce5099f8-b109-4c76-9324-12e7a580caba\", \"28c109de-256a-433a-81ca-7a2df6818570\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.437}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove 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[{\"40643\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-15 20:41:36.000000+00:00\", \"2019-03-13 23:38:09.000000+00:00\", \"2023-05-05 12:07:51.000000+00:00\", \"2019-04-02 13:00:55.000000+00:00\", \"2021-03-24 11:03:41.000000+00:00\", \"2022-06-14 22:22:07.000000+00:00\", \"2020-04-25 08:57:14.000000+00:00\", \"2019-08-07 05:20:34.000000+00:00\", \"2021-01-07 06:46:32.000000+00:00\", \"2020-06-14 19:28:31.000000+00:00\", \"2022-12-04 22:04:13.000000+00:00\"], \"session_ids\": [\"430404ff-f5c4-4f45-97a4-725c849bfc30\", \"cc188efa-6cbe-4473-93c9-671b141e309b\", \"817731f7-9f9b-4c2f-9241-7c09647c4cc7\", \"afcdb5a4-419a-49f6-ac35-00555c51fb6c\", \"d9747fca-163e-4784-b3fc-1f910cf5dfed\", \"9ec29e2d-fee9-4341-baa2-8a32efed164a\", \"f911f907-584f-4915-915e-2a70a7869e92\", \"fa437d7c-fef5-43bf-8fae-97331d66fca0\", \"2e1ddb1c-7ec0-4485-b043-88ac0d7abf67\", \"d692aea8-37ef-40a7-95ff-6bbc816aa0e9\", \"8a60fc23-1b4d-4dfa-b07d-d96cae51c3ce\"], \"total_duration\": 43604.0, \"total_sessions\": 11, \"mean_week_duration\": 200.94}}, {\"40670\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-28 17:20:30.000000+00:00\", \"2019-02-25 22:21:17.000000+00:00\"], \"session_ids\": [\"3e590c40-21f9-4224-9902-dd7f06d5a5ea\", \"1b82abfd-25f8-4f80-9519-d7e3bb76948f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}}, {\"35820\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-09-28 14:13:34.000000+00:00\", \"2019-11-27 13:47:08.000000+00:00\", \"2020-10-04 13:03:53.000000+00:00\", \"2019-09-11 08:04:58.000000+00:00\", \"2021-02-26 13:24:48.000000+00:00\", \"2020-10-24 03:35:25.000000+00:00\", \"2019-06-14 13:53:50.000000+00:00\", \"2022-06-15 02:40:00.000000+00:00\", \"2021-02-21 21:19:19.000000+00:00\", \"2020-04-14 03:22:38.000000+00:00\", \"2022-01-04 14:30:30.000000+00:00\"], \"session_ids\": [\"e035dd77-e08b-4df7-a259-1a94dcf0ee75\", \"d9cf69cc-8789-4dbf-83c1-564616ab4614\", \"9dae6729-4054-4671-afa3-e4508f8509fe\", \"55b3fe23-ecc0-469b-b9f9-ede958f2e6ea\", \"217d693d-a4d5-46fb-ac4a-5e6506653d3c\", \"97da1334-315a-4033-8f89-bf136b231dc3\", \"5d90deaa-ed30-47d0-83d8-b89cb5df4607\", \"50914378-2f95-4bd0-9d90-ad85ced18e5f\", \"317dbbfa-6a12-4be7-8f08-0f539d859376\", \"3c1751ae-c3ad-4d79-9440-59729c475ebe\", \"493967ed-204a-487a-b8d8-3f5fda25d623\"], \"total_duration\": 1507.0, \"total_sessions\": 11, \"mean_week_duration\": 8.762}}]\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[{\"40643\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-15 20:41:36.000000+00:00\", \"2019-03-13 23:38:09.000000+00:00\", \"2023-05-05 12:07:51.000000+00:00\", \"2019-04-02 13:00:55.000000+00:00\", \"2021-03-24 11:03:41.000000+00:00\", \"2022-06-14 22:22:07.000000+00:00\", \"2020-04-25 08:57:14.000000+00:00\", \"2019-08-07 05:20:34.000000+00:00\", \"2021-01-07 06:46:32.000000+00:00\", \"2020-06-14 19:28:31.000000+00:00\", \"2022-12-04 22:04:13.000000+00:00\"], \"session_ids\": [\"430404ff-f5c4-4f45-97a4-725c849bfc30\", \"cc188efa-6cbe-4473-93c9-671b141e309b\", \"817731f7-9f9b-4c2f-9241-7c09647c4cc7\", \"afcdb5a4-419a-49f6-ac35-00555c51fb6c\", \"d9747fca-163e-4784-b3fc-1f910cf5dfed\", \"9ec29e2d-fee9-4341-baa2-8a32efed164a\", \"f911f907-584f-4915-915e-2a70a7869e92\", \"fa437d7c-fef5-43bf-8fae-97331d66fca0\", \"2e1ddb1c-7ec0-4485-b043-88ac0d7abf67\", \"d692aea8-37ef-40a7-95ff-6bbc816aa0e9\", \"8a60fc23-1b4d-4dfa-b07d-d96cae51c3ce\"], \"total_duration\": 43604.0, \"total_sessions\": 11, \"mean_week_duration\": 200.94}}, {\"40670\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-28 17:20:30.000000+00:00\", \"2019-02-25 22:21:17.000000+00:00\"], \"session_ids\": [\"3e590c40-21f9-4224-9902-dd7f06d5a5ea\", \"1b82abfd-25f8-4f80-9519-d7e3bb76948f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}}, {\"35820\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-09-28 14:13:34.000000+00:00\", \"2019-11-27 13:47:08.000000+00:00\", \"2020-10-04 13:03:53.000000+00:00\", \"2019-09-11 08:04:58.000000+00:00\", \"2021-02-26 13:24:48.000000+00:00\", \"2020-10-24 03:35:25.000000+00:00\", \"2019-06-14 13:53:50.000000+00:00\", \"2022-06-15 02:40:00.000000+00:00\", \"2021-02-21 21:19:19.000000+00:00\", \"2020-04-14 03:22:38.000000+00:00\", \"2022-01-04 14:30:30.000000+00:00\"], \"session_ids\": [\"e035dd77-e08b-4df7-a259-1a94dcf0ee75\", \"d9cf69cc-8789-4dbf-83c1-564616ab4614\", \"9dae6729-4054-4671-afa3-e4508f8509fe\", \"55b3fe23-ecc0-469b-b9f9-ede958f2e6ea\", \"217d693d-a4d5-46fb-ac4a-5e6506653d3c\", \"97da1334-315a-4033-8f89-bf136b231dc3\", \"5d90deaa-ed30-47d0-83d8-b89cb5df4607\", \"50914378-2f95-4bd0-9d90-ad85ced18e5f\", \"317dbbfa-6a12-4be7-8f08-0f539d859376\", \"3c1751ae-c3ad-4d79-9440-59729c475ebe\", \"493967ed-204a-487a-b8d8-3f5fda25d623\"], \"total_duration\": 1507.0, \"total_sessions\": 11, \"mean_week_duration\": 8.762}}]\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 whose app usage time is staying below 1308, exclusively 1308 in addition implement sorting by app usage time from the largest value to the smallest value."
}
] |
[
{
"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{\"67283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-22 05:24:06.000000+00:00\", \"2020-05-25 15:47:05.000000+00:00\", \"2020-04-04 10:06:44.000000+00:00\"], \"session_ids\": [\"5976628e-21fd-4602-ac96-c060d92c883b\", \"e3d0a87a-0451-45e0-8db2-129edc38a581\", \"fa7d1062-b594-474d-8c62-b0fed997fbc7\"], \"total_duration\": 348.0, \"total_sessions\": 3, \"mean_week_duration\": 6.105}, \"27916\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-06-11 14:25:10.000000+00:00\", \"2023-03-11 02:08:09.000000+00:00\", \"2023-06-12 05:03:49.000000+00:00\", \"2021-06-24 20:56:25.000000+00:00\", \"2019-05-20 08:20:23.000000+00:00\", \"2019-08-07 20:59:57.000000+00:00\", \"2019-03-12 02:31:05.000000+00:00\", \"2023-03-10 10:35:05.000000+00:00\", \"2022-10-12 23:14:33.000000+00:00\"], \"session_ids\": [\"5760d5d0-2dd4-4ce2-91b8-fb753c214e76\", \"9ce78ff2-532f-478a-931e-38c98c3774df\", \"5ed65b84-7eb8-4677-ba80-371692243312\", \"2fde124e-e2a6-4898-a822-4e5363361ea4\", \"65554ae3-6812-44be-9293-6bb7d6e176a1\", \"2a9dd3f7-573d-4065-874b-c605810bdcfc\", \"04a131e1-caeb-43eb-835e-293bcf2ff81b\", \"d4323b34-ae22-4e89-9e80-7919b20de380\", \"064b2b4a-f91e-45ea-ae4f-e7924906eeb2\"], \"total_duration\": 4589.0, \"total_sessions\": 9, \"mean_week_duration\": 20.671}, \"44320\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-02 19:48:22.000000+00:00\", \"2022-01-27 14:38:15.000000+00:00\", \"2021-03-15 01:31:14.000000+00:00\", \"2021-08-13 19:13:35.000000+00:00\", \"2020-11-11 00:20:45.000000+00:00\", \"2021-09-04 07:13:20.000000+00:00\"], \"session_ids\": [\"c27fbb38-75a3-43a5-86c9-8b06572f8f56\", \"5c5a8e4a-3d1f-4e50-99b6-eb202db7a7d8\", \"74f5011c-ff6c-4111-9730-e10d22d218a7\", \"b3920a31-e2fe-4c0c-a4d2-fc01d4130ea4\", \"e38868d4-f0cc-497e-a430-8bcc30c94e99\", \"dcc7d5af-ea0e-4f6a-9656-63e72c81d1f9\"], \"total_duration\": 2393.0, \"total_sessions\": 6, \"mean_week_duration\": 36.815}, \"88194\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-09 07:11:17.000000+00:00\", \"2019-03-21 07:13:52.000000+00:00\"], \"session_ids\": [\"03b3cfb6-9003-40c2-9c6f-992f06e07119\", \"640573a6-0ad7-4285-a4d2-aee6294908b3\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 44.5}, \"61827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-25 12:50:37.000000+00:00\", \"2021-01-26 21:39:47.000000+00:00\"], \"session_ids\": [\"db018258-eb57-46ad-9b48-f3619181e577\", \"95c80f90-a76c-4f27-894d-bf4b3932bf6f\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.231}, \"15537\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-01-12 10:20:00.000000+00:00\", \"2021-03-29 04:06:39.000000+00:00\"], \"session_ids\": [\"1633fc0a-d7c4-45e1-abf4-489d45ac031c\", \"dc7f7802-df36-4175-b7c3-9ab48af428b6\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.429}, \"26864\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-05-26 09:31:21.000000+00:00\", \"2022-10-18 04:32:39.000000+00:00\", \"2022-09-23 14:47:30.000000+00:00\", \"2023-01-09 02:49:50.000000+00:00\", \"2019-10-17 08:54:14.000000+00:00\", \"2023-02-27 06:07:04.000000+00:00\", \"2020-04-28 03:10:56.000000+00:00\", \"2019-03-01 14:50:29.000000+00:00\", \"2023-04-12 03:03:06.000000+00:00\", \"2020-06-16 16:17:09.000000+00:00\", \"2019-09-27 14:02:10.000000+00:00\"], \"session_ids\": [\"4c48be40-a0e8-44d5-a75f-44b68f63ae21\", \"5ea9c836-47f2-461c-82f2-5e515e3fa350\", \"f92d4ac5-e87f-4a9f-bfbe-bb58034ed250\", \"d92b99b4-aa64-45b4-8a9d-0eb41af0da47\", \"c0878432-b531-434e-8ee9-0d40f82c1311\", \"63ea86c3-c4ca-494c-af99-b5baee71cf1d\", \"b42ada96-8a66-4c38-86bf-d655b421bf91\", \"c64d70e5-5b5f-40d1-b9d8-4a0f2be6459a\", \"1a47c64a-60c9-404a-9e29-07317b9bbb40\", \"cd045c08-8425-4198-a3d2-f57bccb889a3\", \"326e5e5a-c013-4869-85dc-e9f86fbd292a\"], \"total_duration\": 597.0, \"total_sessions\": 11, \"mean_week_duration\": 2.777}, \"2147\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-22 14:53:13.000000+00:00\", \"2019-08-30 04:12:00.000000+00:00\"], \"session_ids\": [\"06908a2c-e2fe-4604-b8f2-aff832151ebd\", \"9ba9b514-4b75-4963-a9af-04c49b50efee\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 1.791}, \"60158\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-13 17:25:20.000000+00:00\", \"2022-08-28 02:56:19.000000+00:00\", \"2019-03-11 14:10:14.000000+00:00\", \"2019-07-14 04:19:20.000000+00:00\", \"2022-03-24 06:54:32.000000+00:00\"], \"session_ids\": [\"dbb8de93-09b0-492e-a07e-40343173fcd8\", \"522fa2ea-7922-4953-964f-24437dd3c1b4\", \"bc43b63d-6b95-4265-bc9a-0a5de59aeebf\", \"9fd0d42e-e995-4e1a-a160-0314a88639d8\", \"b16828ca-ce5e-477a-bf57-154b99e07221\"], \"total_duration\": 780.0, \"total_sessions\": 5, \"mean_week_duration\": 4.309}, \"28012\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-30 02:09:21.000000+00:00\", \"2020-08-13 03:26:23.000000+00:00\"], \"session_ids\": [\"226f8469-a0a4-4384-8c26-1ef5352f3751\", \"83707c6c-720c-4de6-8fb3-0a6c77feca17\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.524}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 1308"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[1308, 4134]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"67283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-22 05:24:06.000000+00:00\", \"2020-05-25 15:47:05.000000+00:00\", \"2020-04-04 10:06:44.000000+00:00\"], \"session_ids\": [\"5976628e-21fd-4602-ac96-c060d92c883b\", \"e3d0a87a-0451-45e0-8db2-129edc38a581\", \"fa7d1062-b594-474d-8c62-b0fed997fbc7\"], \"total_duration\": 348.0, \"total_sessions\": 3, \"mean_week_duration\": 6.105}, \"88194\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-09 07:11:17.000000+00:00\", \"2019-03-21 07:13:52.000000+00:00\"], \"session_ids\": [\"03b3cfb6-9003-40c2-9c6f-992f06e07119\", \"640573a6-0ad7-4285-a4d2-aee6294908b3\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 44.5}, \"61827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-25 12:50:37.000000+00:00\", \"2021-01-26 21:39:47.000000+00:00\"], \"session_ids\": [\"db018258-eb57-46ad-9b48-f3619181e577\", \"95c80f90-a76c-4f27-894d-bf4b3932bf6f\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.231}, \"15537\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-01-12 10:20:00.000000+00:00\", \"2021-03-29 04:06:39.000000+00:00\"], \"session_ids\": [\"1633fc0a-d7c4-45e1-abf4-489d45ac031c\", \"dc7f7802-df36-4175-b7c3-9ab48af428b6\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.429}, \"26864\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-05-26 09:31:21.000000+00:00\", \"2022-10-18 04:32:39.000000+00:00\", \"2022-09-23 14:47:30.000000+00:00\", \"2023-01-09 02:49:50.000000+00:00\", \"2019-10-17 08:54:14.000000+00:00\", \"2023-02-27 06:07:04.000000+00:00\", \"2020-04-28 03:10:56.000000+00:00\", \"2019-03-01 14:50:29.000000+00:00\", \"2023-04-12 03:03:06.000000+00:00\", \"2020-06-16 16:17:09.000000+00:00\", \"2019-09-27 14:02:10.000000+00:00\"], \"session_ids\": [\"4c48be40-a0e8-44d5-a75f-44b68f63ae21\", \"5ea9c836-47f2-461c-82f2-5e515e3fa350\", \"f92d4ac5-e87f-4a9f-bfbe-bb58034ed250\", \"d92b99b4-aa64-45b4-8a9d-0eb41af0da47\", \"c0878432-b531-434e-8ee9-0d40f82c1311\", \"63ea86c3-c4ca-494c-af99-b5baee71cf1d\", \"b42ada96-8a66-4c38-86bf-d655b421bf91\", \"c64d70e5-5b5f-40d1-b9d8-4a0f2be6459a\", \"1a47c64a-60c9-404a-9e29-07317b9bbb40\", \"cd045c08-8425-4198-a3d2-f57bccb889a3\", \"326e5e5a-c013-4869-85dc-e9f86fbd292a\"], \"total_duration\": 597.0, \"total_sessions\": 11, \"mean_week_duration\": 2.777}, \"2147\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-22 14:53:13.000000+00:00\", \"2019-08-30 04:12:00.000000+00:00\"], \"session_ids\": [\"06908a2c-e2fe-4604-b8f2-aff832151ebd\", \"9ba9b514-4b75-4963-a9af-04c49b50efee\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 1.791}, \"60158\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-13 17:25:20.000000+00:00\", \"2022-08-28 02:56:19.000000+00:00\", \"2019-03-11 14:10:14.000000+00:00\", \"2019-07-14 04:19:20.000000+00:00\", \"2022-03-24 06:54:32.000000+00:00\"], \"session_ids\": [\"dbb8de93-09b0-492e-a07e-40343173fcd8\", \"522fa2ea-7922-4953-964f-24437dd3c1b4\", \"bc43b63d-6b95-4265-bc9a-0a5de59aeebf\", \"9fd0d42e-e995-4e1a-a160-0314a88639d8\", \"b16828ca-ce5e-477a-bf57-154b99e07221\"], \"total_duration\": 780.0, \"total_sessions\": 5, \"mean_week_duration\": 4.309}, \"28012\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-30 02:09:21.000000+00:00\", \"2020-08-13 03:26:23.000000+00:00\"], \"session_ids\": [\"226f8469-a0a4-4384-8c26-1ef5352f3751\", \"83707c6c-720c-4de6-8fb3-0a6c77feca17\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.524}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"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[{\"60158\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-13 17:25:20.000000+00:00\", \"2022-08-28 02:56:19.000000+00:00\", \"2019-03-11 14:10:14.000000+00:00\", \"2019-07-14 04:19:20.000000+00:00\", \"2022-03-24 06:54:32.000000+00:00\"], \"session_ids\": [\"dbb8de93-09b0-492e-a07e-40343173fcd8\", \"522fa2ea-7922-4953-964f-24437dd3c1b4\", \"bc43b63d-6b95-4265-bc9a-0a5de59aeebf\", \"9fd0d42e-e995-4e1a-a160-0314a88639d8\", \"b16828ca-ce5e-477a-bf57-154b99e07221\"], \"total_duration\": 780.0, \"total_sessions\": 5, \"mean_week_duration\": 4.309}}, {\"26864\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-05-26 09:31:21.000000+00:00\", \"2022-10-18 04:32:39.000000+00:00\", \"2022-09-23 14:47:30.000000+00:00\", \"2023-01-09 02:49:50.000000+00:00\", \"2019-10-17 08:54:14.000000+00:00\", \"2023-02-27 06:07:04.000000+00:00\", \"2020-04-28 03:10:56.000000+00:00\", \"2019-03-01 14:50:29.000000+00:00\", \"2023-04-12 03:03:06.000000+00:00\", \"2020-06-16 16:17:09.000000+00:00\", \"2019-09-27 14:02:10.000000+00:00\"], \"session_ids\": [\"4c48be40-a0e8-44d5-a75f-44b68f63ae21\", \"5ea9c836-47f2-461c-82f2-5e515e3fa350\", \"f92d4ac5-e87f-4a9f-bfbe-bb58034ed250\", \"d92b99b4-aa64-45b4-8a9d-0eb41af0da47\", \"c0878432-b531-434e-8ee9-0d40f82c1311\", \"63ea86c3-c4ca-494c-af99-b5baee71cf1d\", \"b42ada96-8a66-4c38-86bf-d655b421bf91\", \"c64d70e5-5b5f-40d1-b9d8-4a0f2be6459a\", \"1a47c64a-60c9-404a-9e29-07317b9bbb40\", \"cd045c08-8425-4198-a3d2-f57bccb889a3\", \"326e5e5a-c013-4869-85dc-e9f86fbd292a\"], \"total_duration\": 597.0, \"total_sessions\": 11, \"mean_week_duration\": 2.777}}, {\"67283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-22 05:24:06.000000+00:00\", \"2020-05-25 15:47:05.000000+00:00\", \"2020-04-04 10:06:44.000000+00:00\"], \"session_ids\": [\"5976628e-21fd-4602-ac96-c060d92c883b\", \"e3d0a87a-0451-45e0-8db2-129edc38a581\", \"fa7d1062-b594-474d-8c62-b0fed997fbc7\"], \"total_duration\": 348.0, \"total_sessions\": 3, \"mean_week_duration\": 6.105}}, {\"88194\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-09 07:11:17.000000+00:00\", \"2019-03-21 07:13:52.000000+00:00\"], \"session_ids\": [\"03b3cfb6-9003-40c2-9c6f-992f06e07119\", \"640573a6-0ad7-4285-a4d2-aee6294908b3\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 44.5}}, {\"2147\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-22 14:53:13.000000+00:00\", \"2019-08-30 04:12:00.000000+00:00\"], \"session_ids\": [\"06908a2c-e2fe-4604-b8f2-aff832151ebd\", \"9ba9b514-4b75-4963-a9af-04c49b50efee\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 1.791}}, {\"28012\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-30 02:09:21.000000+00:00\", \"2020-08-13 03:26:23.000000+00:00\"], \"session_ids\": [\"226f8469-a0a4-4384-8c26-1ef5352f3751\", \"83707c6c-720c-4de6-8fb3-0a6c77feca17\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.524}}, {\"15537\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-01-12 10:20:00.000000+00:00\", \"2021-03-29 04:06:39.000000+00:00\"], \"session_ids\": [\"1633fc0a-d7c4-45e1-abf4-489d45ac031c\", \"dc7f7802-df36-4175-b7c3-9ab48af428b6\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.429}}, {\"61827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-25 12:50:37.000000+00:00\", \"2021-01-26 21:39:47.000000+00:00\"], \"session_ids\": [\"db018258-eb57-46ad-9b48-f3619181e577\", \"95c80f90-a76c-4f27-894d-bf4b3932bf6f\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.231}}]\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[{\"60158\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-13 17:25:20.000000+00:00\", \"2022-08-28 02:56:19.000000+00:00\", \"2019-03-11 14:10:14.000000+00:00\", \"2019-07-14 04:19:20.000000+00:00\", \"2022-03-24 06:54:32.000000+00:00\"], \"session_ids\": [\"dbb8de93-09b0-492e-a07e-40343173fcd8\", \"522fa2ea-7922-4953-964f-24437dd3c1b4\", \"bc43b63d-6b95-4265-bc9a-0a5de59aeebf\", \"9fd0d42e-e995-4e1a-a160-0314a88639d8\", \"b16828ca-ce5e-477a-bf57-154b99e07221\"], \"total_duration\": 780.0, \"total_sessions\": 5, \"mean_week_duration\": 4.309}}, {\"26864\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-05-26 09:31:21.000000+00:00\", \"2022-10-18 04:32:39.000000+00:00\", \"2022-09-23 14:47:30.000000+00:00\", \"2023-01-09 02:49:50.000000+00:00\", \"2019-10-17 08:54:14.000000+00:00\", \"2023-02-27 06:07:04.000000+00:00\", \"2020-04-28 03:10:56.000000+00:00\", \"2019-03-01 14:50:29.000000+00:00\", \"2023-04-12 03:03:06.000000+00:00\", \"2020-06-16 16:17:09.000000+00:00\", \"2019-09-27 14:02:10.000000+00:00\"], \"session_ids\": [\"4c48be40-a0e8-44d5-a75f-44b68f63ae21\", \"5ea9c836-47f2-461c-82f2-5e515e3fa350\", \"f92d4ac5-e87f-4a9f-bfbe-bb58034ed250\", \"d92b99b4-aa64-45b4-8a9d-0eb41af0da47\", \"c0878432-b531-434e-8ee9-0d40f82c1311\", \"63ea86c3-c4ca-494c-af99-b5baee71cf1d\", \"b42ada96-8a66-4c38-86bf-d655b421bf91\", \"c64d70e5-5b5f-40d1-b9d8-4a0f2be6459a\", \"1a47c64a-60c9-404a-9e29-07317b9bbb40\", \"cd045c08-8425-4198-a3d2-f57bccb889a3\", \"326e5e5a-c013-4869-85dc-e9f86fbd292a\"], \"total_duration\": 597.0, \"total_sessions\": 11, \"mean_week_duration\": 2.777}}, {\"67283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-22 05:24:06.000000+00:00\", \"2020-05-25 15:47:05.000000+00:00\", \"2020-04-04 10:06:44.000000+00:00\"], \"session_ids\": [\"5976628e-21fd-4602-ac96-c060d92c883b\", \"e3d0a87a-0451-45e0-8db2-129edc38a581\", \"fa7d1062-b594-474d-8c62-b0fed997fbc7\"], \"total_duration\": 348.0, \"total_sessions\": 3, \"mean_week_duration\": 6.105}}, {\"88194\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-09 07:11:17.000000+00:00\", \"2019-03-21 07:13:52.000000+00:00\"], \"session_ids\": [\"03b3cfb6-9003-40c2-9c6f-992f06e07119\", \"640573a6-0ad7-4285-a4d2-aee6294908b3\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 44.5}}, {\"2147\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-22 14:53:13.000000+00:00\", \"2019-08-30 04:12:00.000000+00:00\"], \"session_ids\": [\"06908a2c-e2fe-4604-b8f2-aff832151ebd\", \"9ba9b514-4b75-4963-a9af-04c49b50efee\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 1.791}}, {\"28012\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-05-30 02:09:21.000000+00:00\", \"2020-08-13 03:26:23.000000+00:00\"], \"session_ids\": [\"226f8469-a0a4-4384-8c26-1ef5352f3751\", \"83707c6c-720c-4de6-8fb3-0a6c77feca17\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.524}}, {\"15537\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-01-12 10:20:00.000000+00:00\", \"2021-03-29 04:06:39.000000+00:00\"], \"session_ids\": [\"1633fc0a-d7c4-45e1-abf4-489d45ac031c\", \"dc7f7802-df36-4175-b7c3-9ab48af428b6\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.429}}, {\"61827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-25 12:50:37.000000+00:00\", \"2021-01-26 21:39:47.000000+00:00\"], \"session_ids\": [\"db018258-eb57-46ad-9b48-f3619181e577\", \"95c80f90-a76c-4f27-894d-bf4b3932bf6f\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.231}}]\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": "Give me details on user who lives in city Buenos Aires as well as apply sorting by sum of sessions form the lowest value to the highest value."
}
] |
[
{
"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{\"2408\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-10-27 06:10:47.000000+00:00\", \"2019-01-25 23:22:07.000000+00:00\"], \"session_ids\": [\"e1eea99e-e072-4560-9951-1024041b1b43\", \"2b3fad46-4667-4401-bd66-d7306e246c2b\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 3.663}, \"78735\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-07-10 07:05:36.000000+00:00\", \"2019-04-27 21:40:14.000000+00:00\"], \"session_ids\": [\"7bd16b4a-fe0c-4d66-8a09-304752579d00\", \"1e7c1173-7098-4789-9c61-09cc39ec968b\"], \"total_duration\": 391.0, \"total_sessions\": 2, \"mean_week_duration\": 35.545}, \"36731\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-10-01 09:07:51.000000+00:00\", \"2020-07-10 15:32:47.000000+00:00\", \"2019-01-23 07:21:04.000000+00:00\", \"2022-02-01 03:18:21.000000+00:00\"], \"session_ids\": [\"25c88f7b-18e8-440b-b1d9-3a84a0d27250\", \"60f6da9e-9466-43c6-92f0-98a4246c81ea\", \"2466e845-80d4-4c87-8d89-916698e1d0dc\", \"bdf8aa2d-a693-4531-83b0-b29d2c31b6c9\"], \"total_duration\": 454.0, \"total_sessions\": 4, \"mean_week_duration\": 2.873}, \"76453\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-13 05:14:44.000000+00:00\", \"2020-03-04 17:31:49.000000+00:00\", \"2020-08-30 14:07:49.000000+00:00\", \"2023-03-29 04:30:59.000000+00:00\", \"2022-03-06 17:31:45.000000+00:00\"], \"session_ids\": [\"054cd49a-92c2-40d7-a3ab-50e7b62635d1\", \"b12a6ee3-8d9b-48fc-9c06-3ae9b430cc5f\", \"9a02e224-1ce8-40b4-afa9-8413f16b44dd\", \"ce3411a5-b787-4012-9872-819af384e2fa\", \"8db352eb-1358-448f-b989-7393ac496239\"], \"total_duration\": 2960.0, \"total_sessions\": 5, \"mean_week_duration\": 17.619}, \"56965\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 7, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-12-22 21:01:28.000000+00:00\", \"2019-04-23 00:13:10.000000+00:00\", \"2019-01-22 06:13:45.000000+00:00\", \"2019-01-08 04:17:34.000000+00:00\", \"2020-10-09 23:11:27.000000+00:00\", \"2022-03-24 03:39:01.000000+00:00\"], \"session_ids\": [\"089c9fb5-4c43-464b-8f2a-657149a1b5f6\", \"21330a04-5405-4c30-8e89-e508dc493207\", \"e1143523-6722-40c9-ac68-f84cfc7bd077\", \"ee6e7caa-c531-465d-9e65-77768de62b37\", \"36c9ed00-1361-49a5-87e5-062dc86865f1\", \"8914aa18-63ce-4a03-8bad-bcd000194639\"], \"total_duration\": 2084.0, \"total_sessions\": 6, \"mean_week_duration\": 10.068}, \"96775\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-08-21 15:30:50.000000+00:00\", \"2021-09-04 01:20:21.000000+00:00\"], \"session_ids\": [\"423b7d2f-af97-4a9a-bea6-201e45831915\", \"47aa2e3b-6205-488a-886f-253c29923332\"], \"total_duration\": 453.0, \"total_sessions\": 2, \"mean_week_duration\": 8.389}, \"6000\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-25 18:10:45.000000+00:00\", \"2019-01-22 15:54:58.000000+00:00\"], \"session_ids\": [\"4636291a-e322-48e2-8390-c47fc527e049\", \"f5ef069e-b52e-4fe0-9c98-332a3769f9ac\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 3.226}, \"57569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-04-09 06:22:29.000000+00:00\", \"2022-10-14 06:51:14.000000+00:00\", \"2019-01-07 03:54:22.000000+00:00\", \"2021-06-26 18:08:26.000000+00:00\", \"2020-05-12 12:26:39.000000+00:00\", \"2022-08-26 02:14:37.000000+00:00\"], \"session_ids\": [\"dad57be4-ae08-4474-884b-5108299a55db\", \"4c4f5a3e-0410-4530-9259-52808c1dfda6\", \"ef91d508-beb7-4fbc-8fa6-4029d145961c\", \"03748360-64f8-4666-b0d8-715aff5d64de\", \"e1135829-8565-4bc4-9586-090950a303c6\", \"92333f02-cb8f-49a7-ba1d-958c96f66884\"], \"total_duration\": 3177.0, \"total_sessions\": 6, \"mean_week_duration\": 16.127}, \"52701\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-03-07 18:03:33.000000+00:00\", \"2019-02-17 20:27:46.000000+00:00\", \"2019-10-21 17:33:32.000000+00:00\", \"2022-11-10 19:57:10.000000+00:00\", \"2019-08-10 20:58:39.000000+00:00\"], \"session_ids\": [\"3911ada9-45f8-4194-81e7-21af76601c18\", \"2e6d735f-adb1-4967-a94f-e3dcdf2223ce\", \"53e023d9-4c03-4293-9908-172ceab3963e\", \"f8801299-4347-4454-b678-dd978e1c87c1\", \"3bebb097-6bc5-4363-abd1-179c1cd11495\"], \"total_duration\": 721.0, \"total_sessions\": 5, \"mean_week_duration\": 3.697}, \"61737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-11-08 11:49:08.000000+00:00\", \"2019-07-20 08:23:57.000000+00:00\", \"2021-04-12 13:11:32.000000+00:00\", \"2022-07-04 20:20:07.000000+00:00\"], \"session_ids\": [\"17fd54b7-11d3-44ba-a15d-d8c6a1792293\", \"4db59751-0fc7-4bf3-9b97-7593fbc4c4ac\", \"5d241bd3-6cc5-401c-9940-573e310d7e10\", \"b16462cd-c17b-419d-b9d9-074907a0b064\"], \"total_duration\": 1345.0, \"total_sessions\": 4, \"mean_week_duration\": 7.775}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Buenos Aires"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Buenos Aires\"]]}}}\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 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": "I'm curious about 8 users who belong to city Toronto , and carry out sorting by mean_week_duration form the highest value to the lowest value + provide me only with 4 pieces of data."
}
] |
[
{
"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{\"24541\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-04 06:24:29.000000+00:00\", \"2021-04-16 07:14:09.000000+00:00\", \"2023-02-06 18:30:32.000000+00:00\"], \"session_ids\": [\"0ab35674-a92d-4e3e-ab9a-85551b6ee596\", \"ee919ba7-c1be-4456-a60a-a8ae5132da20\", \"80a91f9f-4879-4e90-8d9b-7e0f55f82134\"], \"total_duration\": 823.0, \"total_sessions\": 3, \"mean_week_duration\": 8.663}, \"98800\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-08-09 12:06:35.000000+00:00\", \"2019-12-09 20:32:18.000000+00:00\", \"2022-06-21 00:24:45.000000+00:00\"], \"session_ids\": [\"9d547596-8d4c-4b22-98b2-f4c6ff4faf50\", \"ec96a43c-3c53-4a3d-a287-9fba44789f22\", \"d0dbd7b1-152f-4ee2-b138-00e78ccadd43\"], \"total_duration\": 639.0, \"total_sessions\": 3, \"mean_week_duration\": 4.841}, \"92063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-06 23:04:43.000000+00:00\", \"2023-02-11 11:51:16.000000+00:00\", \"2023-06-19 11:02:19.000000+00:00\"], \"session_ids\": [\"ea7a0900-2b79-4bd8-90bc-4b40cac4d026\", \"40461af1-a730-4768-b61d-0458075f4d4e\", \"816122c5-7633-4359-be08-fcfbefd50c7b\"], \"total_duration\": 313.0, \"total_sessions\": 3, \"mean_week_duration\": 1.778}, \"82516\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-03 11:00:55.000000+00:00\", \"2019-04-17 16:07:52.000000+00:00\", \"2023-01-07 08:25:33.000000+00:00\", \"2019-12-18 04:32:36.000000+00:00\"], \"session_ids\": [\"27c875a5-4804-4cb4-8604-d3020c87d31c\", \"1168782e-ad07-4e08-ae21-88646b354adf\", \"4284c71f-4673-4f10-a11d-d088a2c4fa1d\", \"19a10b39-2fbd-4577-b902-9866db179094\"], \"total_duration\": 579.0, \"total_sessions\": 4, \"mean_week_duration\": 2.969}, \"49568\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-27 01:53:36.000000+00:00\", \"2019-04-29 07:25:26.000000+00:00\", \"2019-04-09 06:37:52.000000+00:00\", \"2021-12-31 20:52:36.000000+00:00\", \"2020-07-03 04:53:10.000000+00:00\", \"2021-09-20 14:15:37.000000+00:00\", \"2022-11-01 15:53:07.000000+00:00\"], \"session_ids\": [\"fb29dff0-e5fc-4e83-a904-294678d073c6\", \"6995386f-2f72-458f-b570-cae6627a3e46\", \"cc1ce9b5-cde3-4f0f-8df8-b60e2ee4f984\", \"0ce66466-662d-48f6-92eb-ccb5f2dd9731\", \"9f2c8366-ff6e-4ec7-a661-17c1fdcc0f3d\", \"c00de741-72d0-4e2c-8ff5-39c5b2b40b48\", \"b0432213-1147-47d5-9792-eae1d1466879\"], \"total_duration\": 6476.0, \"total_sessions\": 7, \"mean_week_duration\": 34.817}, \"14123\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-25 02:10:35.000000+00:00\", \"2020-10-19 07:45:50.000000+00:00\", \"2020-05-21 16:29:26.000000+00:00\", \"2020-01-10 06:10:17.000000+00:00\", \"2022-12-16 12:25:36.000000+00:00\"], \"session_ids\": [\"c71e5b87-1dc8-4a60-8dc0-24e28b18c067\", \"bac15442-c061-4f4b-b237-e68a9375cd79\", \"1742f5fd-6838-424c-9071-7624f922274f\", \"7a03bcf4-d720-4f90-b4d9-d6a9da35b343\", \"2aa2c75d-72fd-48d4-8f74-23981f5866c0\"], \"total_duration\": 3566.0, \"total_sessions\": 5, \"mean_week_duration\": 23.307}, \"82780\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"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\": \"Copenhagen\", \"datetimes\": [\"2023-04-24 08:39:22.000000+00:00\", \"2020-05-11 15:48:04.000000+00:00\", \"2019-08-19 20:56:07.000000+00:00\"], \"session_ids\": [\"a8ea99ce-280c-47ac-9804-044078caf67a\", \"4e15c894-9373-4b83-87a0-ac3db8d020dc\", \"9ce821c2-2a36-4bc9-9abb-18752e08effd\"], \"total_duration\": 972.0, \"total_sessions\": 3, \"mean_week_duration\": 5.062}, \"13024\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-12-04 03:27:04.000000+00:00\", \"2021-09-05 17:00:34.000000+00:00\", \"2023-01-25 01:32:05.000000+00:00\"], \"session_ids\": [\"9eb5d504-931d-4f89-ac8e-f8ce7dff1fac\", \"cd3a8832-1a81-4859-8383-81c7d981a034\", \"39dbe8ef-8617-4f77-889b-aa5d9de4b4ab\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.329}, \"68959\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-21 12:32:04.000000+00:00\", \"2020-09-27 13:25:43.000000+00:00\", \"2019-05-16 12:09:13.000000+00:00\", \"2020-08-06 03:54:40.000000+00:00\", \"2021-09-02 14:58:23.000000+00:00\"], \"session_ids\": [\"997cecbe-34ae-4e8d-942a-9611f39c66ef\", \"17ec0896-9c30-44f2-93f6-3e82f4c18cb6\", \"113f2b0d-d854-4f6f-9c6c-44e0c937455b\", \"678aba6e-0d7b-4e86-914e-edacd0d9bc40\", \"e926d7be-6800-4627-a5a7-006cb761ffa0\"], \"total_duration\": 811.0, \"total_sessions\": 5, \"mean_week_duration\": 4.117}, \"33362\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-11-15 11:50:39.000000+00:00\", \"2021-12-20 14:59:00.000000+00:00\"], \"session_ids\": [\"afeeafce-1c0c-468c-8356-9b702ba51174\", \"1b1f5365-e9b1-4693-8f1e-6fefa69ff26d\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 31.4}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Toronto"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Toronto\"]]}}}\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 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": "Share insights on 7 users who currently live in city Singapore City , and do sorting by town title 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{\"45932\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-24 20:31:29.000000+00:00\", \"2020-04-22 18:35:06.000000+00:00\"], \"session_ids\": [\"65baccd6-8de3-4146-99ad-4ad0b3eb4a6d\", \"cc82290c-12c8-4c92-8400-fecf3254eed7\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 6.789}, \"78318\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-21 23:12:41.000000+00:00\", \"2021-05-11 21:49:43.000000+00:00\", \"2022-12-18 17:46:21.000000+00:00\", \"2021-06-07 10:16:27.000000+00:00\", \"2021-05-23 15:37:33.000000+00:00\", \"2021-12-25 13:55:09.000000+00:00\"], \"session_ids\": [\"ed046b51-5349-4396-ae30-21a709f55ed0\", \"7ed2b306-54a3-45a0-bb23-6518481193c2\", \"5eae535b-2236-48a4-baff-95952e69ead9\", \"9a46be9f-aedd-4110-a838-ab219a363e21\", \"b81a360a-e63d-486a-a599-a5c1bbad4c82\", \"75be276c-b486-4324-a242-0252d111e20c\"], \"total_duration\": 410.0, \"total_sessions\": 6, \"mean_week_duration\": 2.426}, \"83878\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-05-25 21:06:50.000000+00:00\", \"2019-05-27 22:47:21.000000+00:00\"], \"session_ids\": [\"f7b369fd-ae89-49e1-abc1-bcf41a2d7f69\", \"1fdc5c88-5a95-4ae1-86da-deac50f61485\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 171.0}, \"87015\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-01-18 14:21:53.000000+00:00\", \"2022-10-28 02:55:48.000000+00:00\", \"2019-03-30 16:44:18.000000+00:00\", \"2022-09-25 14:14:25.000000+00:00\", \"2023-05-13 10:41:23.000000+00:00\", \"2021-01-25 13:23:21.000000+00:00\", \"2023-01-26 21:27:16.000000+00:00\", \"2020-05-07 16:17:17.000000+00:00\"], \"session_ids\": [\"6460613b-5f29-4b0a-9bb7-3f3ffc305dfd\", \"9fc299e7-6482-4081-a980-c2fb54981ff3\", \"027b1f21-9c9e-4665-8934-925dae6f5419\", \"b757f23a-6009-485d-b38d-20c4923a7649\", \"863e6965-8bc2-4220-975f-f7ed60019fa1\", \"ac7273c3-397d-4e87-b0cc-bdba77f70605\", \"66b7c8ea-245f-4414-8f44-bfdfcc1f0665\", \"1147dd33-9e71-43ce-b415-37846af2204a\"], \"total_duration\": 2016.0, \"total_sessions\": 8, \"mean_week_duration\": 9.377}, \"67427\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-03-20 08:03:21.000000+00:00\", \"2020-07-09 00:33:29.000000+00:00\", \"2023-03-27 21:09:47.000000+00:00\"], \"session_ids\": [\"030a14c0-3ff1-4c8d-8e47-7af4f1c501c5\", \"fd683e5a-ce4d-4dc9-a3a3-289466587b36\", \"c30d85f2-9cae-432f-bb35-5fedee735fc1\"], \"total_duration\": 757.0, \"total_sessions\": 3, \"mean_week_duration\": 3.605}, \"43939\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-09 15:29:27.000000+00:00\", \"2020-01-13 14:45:44.000000+00:00\"], \"session_ids\": [\"64013849-06c4-4d3f-b446-456fddfffc8d\", \"6b85c3f1-74c7-4f32-bf8f-0e693a3a681a\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 45.4}, \"69848\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-03-13 03:17:05.000000+00:00\", \"2023-03-18 21:45:12.000000+00:00\"], \"session_ids\": [\"af9a98d0-737e-483f-bcea-80a8cdf18942\", \"f93936aa-ee82-4872-8230-4ef2e77d6afb\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 1.267}, \"36784\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-01 06:51:41.000000+00:00\", \"2021-12-29 05:43:34.000000+00:00\", \"2021-12-11 06:48:37.000000+00:00\"], \"session_ids\": [\"3feab22a-f6f2-4c5e-aa2d-00c7898d696c\", \"4359192d-0666-4123-b8c9-51a672d22285\", \"fe742436-96ac-4961-82f6-fbc67294311d\"], \"total_duration\": 322.0, \"total_sessions\": 3, \"mean_week_duration\": 2.458}, \"72049\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-03-02 05:33:25.000000+00:00\", \"2022-01-04 03:13:18.000000+00:00\"], \"session_ids\": [\"39c7caf2-f808-43fb-bff5-b64d4ce90ca7\", \"a2b8cc1d-ad71-4131-97ea-a68b7ecc5067\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.148}, \"21472\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-09-24 17:22:24.000000+00:00\", \"2022-04-28 00:59:42.000000+00:00\"], \"session_ids\": [\"63eabcaa-76e0-46e2-8ea4-6f92dbe8a03b\", \"cd64f5af-8268-4d8c-bd60-b0601a315601\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 1.663}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Singapore City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Singapore City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify 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": "I'm curious about user whose total_duration is strictly greater than 1125 and strictly less than 4867 , and sort by duration summation asc , and show me only 4 entries."
}
] |
[
{
"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{\"7454\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-11-21 00:49:37.000000+00:00\", \"2022-03-14 13:31:45.000000+00:00\"], \"session_ids\": [\"01730237-ace4-448e-ab29-ee69afb59b56\", \"b84f383f-9814-4da2-b94d-525897495494\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 4.889}, \"13286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-02-01 14:35:58.000000+00:00\", \"2021-09-10 18:55:04.000000+00:00\", \"2019-09-08 11:11:43.000000+00:00\", \"2019-11-11 01:21:14.000000+00:00\", \"2020-05-20 01:10:55.000000+00:00\"], \"session_ids\": [\"b2b287aa-8ed5-4b69-ba58-8bdbf3eb9c9e\", \"6eba44cb-1875-4c1b-89c7-eb70dce88f6e\", \"87674529-dcee-403c-baf9-e14b300bc01a\", \"4a853f32-f1f4-4f05-b268-1d6cb6cbf112\", \"88f19525-91ac-4828-9754-2b41ac23fb9f\"], \"total_duration\": 1980.0, \"total_sessions\": 5, \"mean_week_duration\": 18.857}, \"51707\": {\"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\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-20 17:34:30.000000+00:00\", \"2021-03-20 15:00:55.000000+00:00\", \"2022-03-17 03:25:39.000000+00:00\", \"2021-04-26 10:29:37.000000+00:00\", \"2022-10-03 03:22:04.000000+00:00\", \"2019-06-08 22:42:57.000000+00:00\", \"2019-07-27 00:17:35.000000+00:00\", \"2022-07-04 05:03:18.000000+00:00\", \"2020-04-05 19:11:17.000000+00:00\"], \"session_ids\": [\"4b666c08-4b62-450b-ae09-512a2b0b012b\", \"e1f590e1-6a72-4c79-a67c-07f5137a8b16\", \"8d5b54ec-06f2-4ec4-900c-97ae9e9da199\", \"a639e20d-23f2-4c0c-856b-ce92483cbd58\", \"88f8a1d1-44c5-4d09-90b0-1c699cdb191d\", \"12735df0-2a24-4682-99ed-7dc18663f907\", \"0c5079ce-a3ba-4fc2-9769-9bfd71526698\", \"f84f9916-8465-46d7-a003-d77eccf514b8\", \"87ef4504-524a-42d1-b8fb-4819ac98856a\"], \"total_duration\": 20841.0, \"total_sessions\": 9, \"mean_week_duration\": 119.776}, \"32361\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-09-12 05:24:11.000000+00:00\", \"2021-01-12 04:40:36.000000+00:00\"], \"session_ids\": [\"d8a9d37f-886d-4936-ad82-624e2df8392a\", \"dce78224-1ed5-4935-91f3-aa07955d657e\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 5.046}, \"35288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-25 03:23:08.000000+00:00\", \"2020-09-18 19:17:01.000000+00:00\", \"2020-05-30 04:08:54.000000+00:00\", \"2019-10-16 18:44:00.000000+00:00\", \"2022-01-09 16:12:20.000000+00:00\"], \"session_ids\": [\"33662725-8ecb-47c0-a0fd-7453ec72b0ac\", \"d204b19c-eb09-4ec0-9c51-d896f8cfba26\", \"1c903682-d349-4c33-b321-d62630805442\", \"f69e6b28-2d33-4b2d-97a2-a69882b52f0b\", \"ae152b27-0ab9-4800-b909-7658dcf3ce7d\"], \"total_duration\": 1808.0, \"total_sessions\": 5, \"mean_week_duration\": 12.469}, \"51052\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-10 16:35:40.000000+00:00\", \"2022-08-15 16:34:22.000000+00:00\"], \"session_ids\": [\"10d8f41f-d1af-491d-9af0-a720d5ba60b7\", \"83a56541-8368-42bc-95dc-a851b519acba\"], \"total_duration\": 349.0, \"total_sessions\": 2, \"mean_week_duration\": 2.342}, \"26277\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-06-10 03:23:24.000000+00:00\", \"2022-10-14 03:53:24.000000+00:00\", \"2021-03-31 09:30:19.000000+00:00\"], \"session_ids\": [\"c3e1e328-3bf0-47fe-adc6-4b297a80fe14\", \"509b71f4-5006-49ea-a99b-1305279c95f5\", \"a1e0baa2-9f47-443e-b3ad-e7f22287fd22\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 0.325}, \"36915\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-03 10:21:56.000000+00:00\", \"2021-07-17 12:35:14.000000+00:00\"], \"session_ids\": [\"bba0048f-dc43-43ad-8d9b-03814915f3a3\", \"090533e2-b2d9-4ddf-8e7d-ed90f8da69f0\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.707}, \"19482\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-23 18:42:29.000000+00:00\", \"2019-08-18 00:22:52.000000+00:00\", \"2022-03-08 00:07:07.000000+00:00\", \"2021-12-01 14:57:14.000000+00:00\"], \"session_ids\": [\"6b10caf9-4d89-4aa6-ab44-22e2ad2ce8b6\", \"e465bdcf-6ec4-4703-9326-f8e6f9cc2741\", \"2bd45128-44b5-4f0e-a079-e44c35952f19\", \"9eba0a4b-bc6a-4dd9-867c-6a2651218121\"], \"total_duration\": 68.0, \"total_sessions\": 4, \"mean_week_duration\": 0.507}, \"37984\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-04 02:13:47.000000+00:00\", \"2020-10-29 03:17:59.000000+00:00\", \"2022-06-09 01:06:04.000000+00:00\", \"2020-08-02 22:21:27.000000+00:00\", \"2021-11-11 01:11:18.000000+00:00\"], \"session_ids\": [\"15c31bfd-8a35-403e-8ed7-af5286061f18\", \"43f4c5a3-5b83-437a-9d50-239c84b96c6e\", \"b9bb0081-8a39-4cb7-8d3f-e3df481e86d5\", \"e83667c8-1fbe-43b0-a59b-e63a831cce4c\", \"84d0fa60-aa37-459c-8223-e9032fbf41e3\"], \"total_duration\": 1413.0, \"total_sessions\": 5, \"mean_week_duration\": 14.567}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 1125 and are less than 4867"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1125, 4867]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-02-01 14:35:58.000000+00:00\", \"2021-09-10 18:55:04.000000+00:00\", \"2019-09-08 11:11:43.000000+00:00\", \"2019-11-11 01:21:14.000000+00:00\", \"2020-05-20 01:10:55.000000+00:00\"], \"session_ids\": [\"b2b287aa-8ed5-4b69-ba58-8bdbf3eb9c9e\", \"6eba44cb-1875-4c1b-89c7-eb70dce88f6e\", \"87674529-dcee-403c-baf9-e14b300bc01a\", \"4a853f32-f1f4-4f05-b268-1d6cb6cbf112\", \"88f19525-91ac-4828-9754-2b41ac23fb9f\"], \"total_duration\": 1980.0, \"total_sessions\": 5, \"mean_week_duration\": 18.857}, \"35288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-25 03:23:08.000000+00:00\", \"2020-09-18 19:17:01.000000+00:00\", \"2020-05-30 04:08:54.000000+00:00\", \"2019-10-16 18:44:00.000000+00:00\", \"2022-01-09 16:12:20.000000+00:00\"], \"session_ids\": [\"33662725-8ecb-47c0-a0fd-7453ec72b0ac\", \"d204b19c-eb09-4ec0-9c51-d896f8cfba26\", \"1c903682-d349-4c33-b321-d62630805442\", \"f69e6b28-2d33-4b2d-97a2-a69882b52f0b\", \"ae152b27-0ab9-4800-b909-7658dcf3ce7d\"], \"total_duration\": 1808.0, \"total_sessions\": 5, \"mean_week_duration\": 12.469}, \"37984\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-04 02:13:47.000000+00:00\", \"2020-10-29 03:17:59.000000+00:00\", \"2022-06-09 01:06:04.000000+00:00\", \"2020-08-02 22:21:27.000000+00:00\", \"2021-11-11 01:11:18.000000+00:00\"], \"session_ids\": [\"15c31bfd-8a35-403e-8ed7-af5286061f18\", \"43f4c5a3-5b83-437a-9d50-239c84b96c6e\", \"b9bb0081-8a39-4cb7-8d3f-e3df481e86d5\", \"e83667c8-1fbe-43b0-a59b-e63a831cce4c\", \"84d0fa60-aa37-459c-8223-e9032fbf41e3\"], \"total_duration\": 1413.0, \"total_sessions\": 5, \"mean_week_duration\": 14.567}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"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[{\"37984\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-04 02:13:47.000000+00:00\", \"2020-10-29 03:17:59.000000+00:00\", \"2022-06-09 01:06:04.000000+00:00\", \"2020-08-02 22:21:27.000000+00:00\", \"2021-11-11 01:11:18.000000+00:00\"], \"session_ids\": [\"15c31bfd-8a35-403e-8ed7-af5286061f18\", \"43f4c5a3-5b83-437a-9d50-239c84b96c6e\", \"b9bb0081-8a39-4cb7-8d3f-e3df481e86d5\", \"e83667c8-1fbe-43b0-a59b-e63a831cce4c\", \"84d0fa60-aa37-459c-8223-e9032fbf41e3\"], \"total_duration\": 1413.0, \"total_sessions\": 5, \"mean_week_duration\": 14.567}}, {\"35288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-25 03:23:08.000000+00:00\", \"2020-09-18 19:17:01.000000+00:00\", \"2020-05-30 04:08:54.000000+00:00\", \"2019-10-16 18:44:00.000000+00:00\", \"2022-01-09 16:12:20.000000+00:00\"], \"session_ids\": [\"33662725-8ecb-47c0-a0fd-7453ec72b0ac\", \"d204b19c-eb09-4ec0-9c51-d896f8cfba26\", \"1c903682-d349-4c33-b321-d62630805442\", \"f69e6b28-2d33-4b2d-97a2-a69882b52f0b\", \"ae152b27-0ab9-4800-b909-7658dcf3ce7d\"], \"total_duration\": 1808.0, \"total_sessions\": 5, \"mean_week_duration\": 12.469}}, {\"13286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-02-01 14:35:58.000000+00:00\", \"2021-09-10 18:55:04.000000+00:00\", \"2019-09-08 11:11:43.000000+00:00\", \"2019-11-11 01:21:14.000000+00:00\", \"2020-05-20 01:10:55.000000+00:00\"], \"session_ids\": [\"b2b287aa-8ed5-4b69-ba58-8bdbf3eb9c9e\", \"6eba44cb-1875-4c1b-89c7-eb70dce88f6e\", \"87674529-dcee-403c-baf9-e14b300bc01a\", \"4a853f32-f1f4-4f05-b268-1d6cb6cbf112\", \"88f19525-91ac-4828-9754-2b41ac23fb9f\"], \"total_duration\": 1980.0, \"total_sessions\": 5, \"mean_week_duration\": 18.857}}]\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[{\"37984\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-04 02:13:47.000000+00:00\", \"2020-10-29 03:17:59.000000+00:00\", \"2022-06-09 01:06:04.000000+00:00\", \"2020-08-02 22:21:27.000000+00:00\", \"2021-11-11 01:11:18.000000+00:00\"], \"session_ids\": [\"15c31bfd-8a35-403e-8ed7-af5286061f18\", \"43f4c5a3-5b83-437a-9d50-239c84b96c6e\", \"b9bb0081-8a39-4cb7-8d3f-e3df481e86d5\", \"e83667c8-1fbe-43b0-a59b-e63a831cce4c\", \"84d0fa60-aa37-459c-8223-e9032fbf41e3\"], \"total_duration\": 1413.0, \"total_sessions\": 5, \"mean_week_duration\": 14.567}}, {\"35288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-25 03:23:08.000000+00:00\", \"2020-09-18 19:17:01.000000+00:00\", \"2020-05-30 04:08:54.000000+00:00\", \"2019-10-16 18:44:00.000000+00:00\", \"2022-01-09 16:12:20.000000+00:00\"], \"session_ids\": [\"33662725-8ecb-47c0-a0fd-7453ec72b0ac\", \"d204b19c-eb09-4ec0-9c51-d896f8cfba26\", \"1c903682-d349-4c33-b321-d62630805442\", \"f69e6b28-2d33-4b2d-97a2-a69882b52f0b\", \"ae152b27-0ab9-4800-b909-7658dcf3ce7d\"], \"total_duration\": 1808.0, \"total_sessions\": 5, \"mean_week_duration\": 12.469}}, {\"13286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-02-01 14:35:58.000000+00:00\", \"2021-09-10 18:55:04.000000+00:00\", \"2019-09-08 11:11:43.000000+00:00\", \"2019-11-11 01:21:14.000000+00:00\", \"2020-05-20 01:10:55.000000+00:00\"], \"session_ids\": [\"b2b287aa-8ed5-4b69-ba58-8bdbf3eb9c9e\", \"6eba44cb-1875-4c1b-89c7-eb70dce88f6e\", \"87674529-dcee-403c-baf9-e14b300bc01a\", \"4a853f32-f1f4-4f05-b268-1d6cb6cbf112\", \"88f19525-91ac-4828-9754-2b41ac23fb9f\"], \"total_duration\": 1980.0, \"total_sessions\": 5, \"mean_week_duration\": 18.857}}]\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[{\"37984\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-04 02:13:47.000000+00:00\", \"2020-10-29 03:17:59.000000+00:00\", \"2022-06-09 01:06:04.000000+00:00\", \"2020-08-02 22:21:27.000000+00:00\", \"2021-11-11 01:11:18.000000+00:00\"], \"session_ids\": [\"15c31bfd-8a35-403e-8ed7-af5286061f18\", \"43f4c5a3-5b83-437a-9d50-239c84b96c6e\", \"b9bb0081-8a39-4cb7-8d3f-e3df481e86d5\", \"e83667c8-1fbe-43b0-a59b-e63a831cce4c\", \"84d0fa60-aa37-459c-8223-e9032fbf41e3\"], \"total_duration\": 1413.0, \"total_sessions\": 5, \"mean_week_duration\": 14.567}}, {\"35288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-25 03:23:08.000000+00:00\", \"2020-09-18 19:17:01.000000+00:00\", \"2020-05-30 04:08:54.000000+00:00\", \"2019-10-16 18:44:00.000000+00:00\", \"2022-01-09 16:12:20.000000+00:00\"], \"session_ids\": [\"33662725-8ecb-47c0-a0fd-7453ec72b0ac\", \"d204b19c-eb09-4ec0-9c51-d896f8cfba26\", \"1c903682-d349-4c33-b321-d62630805442\", \"f69e6b28-2d33-4b2d-97a2-a69882b52f0b\", \"ae152b27-0ab9-4800-b909-7658dcf3ce7d\"], \"total_duration\": 1808.0, \"total_sessions\": 5, \"mean_week_duration\": 12.469}}, {\"13286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-02-01 14:35:58.000000+00:00\", \"2021-09-10 18:55:04.000000+00:00\", \"2019-09-08 11:11:43.000000+00:00\", \"2019-11-11 01:21:14.000000+00:00\", \"2020-05-20 01:10:55.000000+00:00\"], \"session_ids\": [\"b2b287aa-8ed5-4b69-ba58-8bdbf3eb9c9e\", \"6eba44cb-1875-4c1b-89c7-eb70dce88f6e\", \"87674529-dcee-403c-baf9-e14b300bc01a\", \"4a853f32-f1f4-4f05-b268-1d6cb6cbf112\", \"88f19525-91ac-4828-9754-2b41ac23fb9f\"], \"total_duration\": 1980.0, \"total_sessions\": 5, \"mean_week_duration\": 18.857}}]\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 with information about user with a app usage time per week that is above 8 and below 38, exclusive both 8 and 38 plus do sorting by sessions total descendingly."
}
] |
[
{
"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{\"49100\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-17 13:27:34.000000+00:00\", \"2021-07-27 00:44:59.000000+00:00\"], \"session_ids\": [\"cfb3e20f-4892-4533-ad09-6eaf4479984d\", \"5a98f3fd-2bd4-4d78-88b7-09de7bccb9f0\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 1.141}, \"30311\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-17 07:38:07.000000+00:00\", \"2019-09-10 20:39:27.000000+00:00\"], \"session_ids\": [\"fa5887c9-61ba-4b9c-8366-78ca6ae1a377\", \"1efce5dd-9412-434a-8679-f14634ea614d\"], \"total_duration\": 149.0, \"total_sessions\": 2, \"mean_week_duration\": 7.842}, \"77768\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-10-03 17:45:05.000000+00:00\", \"2020-11-12 13:28:02.000000+00:00\", \"2022-09-14 13:22:38.000000+00:00\"], \"session_ids\": [\"81ef012f-84e9-4708-99a8-7df3282fb4f6\", \"b3eee5a5-f418-4c7e-a406-b0d2ec7748f1\", \"6cc17ee9-69a8-4395-a84a-690afa967535\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.333}, \"72465\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-21 09:53:03.000000+00:00\", \"2022-09-05 06:18:53.000000+00:00\"], \"session_ids\": [\"f629b1dd-00aa-4803-85f3-edd4c690ac96\", \"eee1d37e-89a5-4900-a575-615650b30eac\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 3.667}, \"27997\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-01-16 10:51:07.000000+00:00\", \"2020-05-05 08:46:17.000000+00:00\", \"2020-06-17 02:59:26.000000+00:00\", \"2019-04-22 05:56:47.000000+00:00\", \"2021-06-16 19:20:17.000000+00:00\", \"2023-04-29 09:56:23.000000+00:00\"], \"session_ids\": [\"d622ec22-cd41-42d1-a25c-0597b9161b05\", \"94207970-bd4b-4ee6-9213-448c423b11ef\", \"a2036653-111e-4b2a-980c-c41081356718\", \"31458ecd-655c-4d3f-b2f6-4c1e661ae1fc\", \"087f8015-c1f0-4fb7-9f54-f36ee2c77f7e\", \"808e90fe-4cf0-456a-aa22-31a7b39a9ac6\"], \"total_duration\": 373.0, \"total_sessions\": 6, \"mean_week_duration\": 1.776}, \"78768\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-11-22 21:05:18.000000+00:00\", \"2022-01-22 01:00:17.000000+00:00\", \"2022-01-23 06:23:30.000000+00:00\"], \"session_ids\": [\"55fbcf24-8dcc-4f54-88bc-16afd2061321\", \"42a1fe4c-2115-4a6f-a2ff-dd0dfc2db907\", \"62f2329a-6399-4029-b73e-9cd1468adb06\"], \"total_duration\": 1049.0, \"total_sessions\": 3, \"mean_week_duration\": 17.197}, \"46754\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-06-12 22:09:32.000000+00:00\", \"2022-05-26 01:18:27.000000+00:00\"], \"session_ids\": [\"33210e39-a205-428d-838a-cc5ffe252dea\", \"9a118ba6-5c30-4d20-8a34-137621d73a6e\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 109.0}, \"47367\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-08-03 21:22:50.000000+00:00\", \"2019-07-11 15:06:26.000000+00:00\"], \"session_ids\": [\"4333beef-eaea-40d6-a84f-16063aae1f40\", \"eb79bed4-e68d-453f-a76b-f312aa8a5e89\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"71915\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-27 04:33:26.000000+00:00\", \"2023-04-15 22:02:40.000000+00:00\"], \"session_ids\": [\"27fd85fb-31db-4ad0-9cf9-837fc6af5a7c\", \"0b71764a-44eb-4532-9174-124656eb922c\"], \"total_duration\": 363.0, \"total_sessions\": 2, \"mean_week_duration\": 3.524}, \"82522\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-08-22 02:17:44.000000+00:00\", \"2021-09-22 06:32:01.000000+00:00\", \"2019-12-14 03:51:43.000000+00:00\", \"2019-01-02 17:52:45.000000+00:00\", \"2020-08-12 23:19:27.000000+00:00\", \"2020-06-19 12:54:26.000000+00:00\", \"2021-03-31 07:12:11.000000+00:00\", \"2021-02-05 23:19:34.000000+00:00\"], \"session_ids\": [\"cc9cd370-6226-4bff-9e5e-4efcfa4dec0f\", \"1f79608f-e747-4f0d-a8bd-44a5e27f216d\", \"87ffda59-d9d6-4336-b5fe-deaf643dad18\", \"d43581d6-5caf-4281-9b4d-2cae44c97fc3\", \"7e13a56b-aa76-464b-81fd-24956bb21e64\", \"169e46cb-bb2f-4f89-bac3-594f0d715bdf\", \"265e1064-60d7-4b45-9234-5943cabb349e\", \"0e8f54aa-d2c6-4cde-abe7-c9b0be82cb37\"], \"total_duration\": 2989.0, \"total_sessions\": 8, \"mean_week_duration\": 21.049}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 8 and are less than 38"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[8, 38]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78768\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-11-22 21:05:18.000000+00:00\", \"2022-01-22 01:00:17.000000+00:00\", \"2022-01-23 06:23:30.000000+00:00\"], \"session_ids\": [\"55fbcf24-8dcc-4f54-88bc-16afd2061321\", \"42a1fe4c-2115-4a6f-a2ff-dd0dfc2db907\", \"62f2329a-6399-4029-b73e-9cd1468adb06\"], \"total_duration\": 1049.0, \"total_sessions\": 3, \"mean_week_duration\": 17.197}, \"82522\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-08-22 02:17:44.000000+00:00\", \"2021-09-22 06:32:01.000000+00:00\", \"2019-12-14 03:51:43.000000+00:00\", \"2019-01-02 17:52:45.000000+00:00\", \"2020-08-12 23:19:27.000000+00:00\", \"2020-06-19 12:54:26.000000+00:00\", \"2021-03-31 07:12:11.000000+00:00\", \"2021-02-05 23:19:34.000000+00:00\"], \"session_ids\": [\"cc9cd370-6226-4bff-9e5e-4efcfa4dec0f\", \"1f79608f-e747-4f0d-a8bd-44a5e27f216d\", \"87ffda59-d9d6-4336-b5fe-deaf643dad18\", \"d43581d6-5caf-4281-9b4d-2cae44c97fc3\", \"7e13a56b-aa76-464b-81fd-24956bb21e64\", \"169e46cb-bb2f-4f89-bac3-594f0d715bdf\", \"265e1064-60d7-4b45-9234-5943cabb349e\", \"0e8f54aa-d2c6-4cde-abe7-c9b0be82cb37\"], \"total_duration\": 2989.0, \"total_sessions\": 8, \"mean_week_duration\": 21.049}}\n```\n"
}
] |
[
{
"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[{\"82522\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-08-22 02:17:44.000000+00:00\", \"2021-09-22 06:32:01.000000+00:00\", \"2019-12-14 03:51:43.000000+00:00\", \"2019-01-02 17:52:45.000000+00:00\", \"2020-08-12 23:19:27.000000+00:00\", \"2020-06-19 12:54:26.000000+00:00\", \"2021-03-31 07:12:11.000000+00:00\", \"2021-02-05 23:19:34.000000+00:00\"], \"session_ids\": [\"cc9cd370-6226-4bff-9e5e-4efcfa4dec0f\", \"1f79608f-e747-4f0d-a8bd-44a5e27f216d\", \"87ffda59-d9d6-4336-b5fe-deaf643dad18\", \"d43581d6-5caf-4281-9b4d-2cae44c97fc3\", \"7e13a56b-aa76-464b-81fd-24956bb21e64\", \"169e46cb-bb2f-4f89-bac3-594f0d715bdf\", \"265e1064-60d7-4b45-9234-5943cabb349e\", \"0e8f54aa-d2c6-4cde-abe7-c9b0be82cb37\"], \"total_duration\": 2989.0, \"total_sessions\": 8, \"mean_week_duration\": 21.049}}, {\"78768\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-11-22 21:05:18.000000+00:00\", \"2022-01-22 01:00:17.000000+00:00\", \"2022-01-23 06:23:30.000000+00:00\"], \"session_ids\": [\"55fbcf24-8dcc-4f54-88bc-16afd2061321\", \"42a1fe4c-2115-4a6f-a2ff-dd0dfc2db907\", \"62f2329a-6399-4029-b73e-9cd1468adb06\"], \"total_duration\": 1049.0, \"total_sessions\": 3, \"mean_week_duration\": 17.197}}]\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[{\"82522\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-08-22 02:17:44.000000+00:00\", \"2021-09-22 06:32:01.000000+00:00\", \"2019-12-14 03:51:43.000000+00:00\", \"2019-01-02 17:52:45.000000+00:00\", \"2020-08-12 23:19:27.000000+00:00\", \"2020-06-19 12:54:26.000000+00:00\", \"2021-03-31 07:12:11.000000+00:00\", \"2021-02-05 23:19:34.000000+00:00\"], \"session_ids\": [\"cc9cd370-6226-4bff-9e5e-4efcfa4dec0f\", \"1f79608f-e747-4f0d-a8bd-44a5e27f216d\", \"87ffda59-d9d6-4336-b5fe-deaf643dad18\", \"d43581d6-5caf-4281-9b4d-2cae44c97fc3\", \"7e13a56b-aa76-464b-81fd-24956bb21e64\", \"169e46cb-bb2f-4f89-bac3-594f0d715bdf\", \"265e1064-60d7-4b45-9234-5943cabb349e\", \"0e8f54aa-d2c6-4cde-abe7-c9b0be82cb37\"], \"total_duration\": 2989.0, \"total_sessions\": 8, \"mean_week_duration\": 21.049}}]\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[{\"82522\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-08-22 02:17:44.000000+00:00\", \"2021-09-22 06:32:01.000000+00:00\", \"2019-12-14 03:51:43.000000+00:00\", \"2019-01-02 17:52:45.000000+00:00\", \"2020-08-12 23:19:27.000000+00:00\", \"2020-06-19 12:54:26.000000+00:00\", \"2021-03-31 07:12:11.000000+00:00\", \"2021-02-05 23:19:34.000000+00:00\"], \"session_ids\": [\"cc9cd370-6226-4bff-9e5e-4efcfa4dec0f\", \"1f79608f-e747-4f0d-a8bd-44a5e27f216d\", \"87ffda59-d9d6-4336-b5fe-deaf643dad18\", \"d43581d6-5caf-4281-9b4d-2cae44c97fc3\", \"7e13a56b-aa76-464b-81fd-24956bb21e64\", \"169e46cb-bb2f-4f89-bac3-594f0d715bdf\", \"265e1064-60d7-4b45-9234-5943cabb349e\", \"0e8f54aa-d2c6-4cde-abe7-c9b0be82cb37\"], \"total_duration\": 2989.0, \"total_sessions\": 8, \"mean_week_duration\": 21.049}}]\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 8 users with a sum of sessions that is higher than 4 and lower than 8, exclusive 4 and 8 , perform sorting by mean_week_duration form the highest value to the lowest 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{\"49942\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-17 20:17:30.000000+00:00\", \"2022-01-13 01:03:36.000000+00:00\"], \"session_ids\": [\"7efcf060-b79e-4be9-88d2-78853617ec22\", \"f1adfaa6-94ef-44b9-993d-3e148a7edaa5\"], \"total_duration\": 287.0, \"total_sessions\": 2, \"mean_week_duration\": 3.878}, \"44701\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-19 18:10:22.000000+00:00\", \"2023-06-24 15:02:12.000000+00:00\"], \"session_ids\": [\"2d3c37ab-7ca1-4a61-8a7f-57679f7ca2f3\", \"747c7363-6389-44ce-9f78-8ef9db3f5386\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 7.603}, \"46756\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-09-30 12:29:23.000000+00:00\", \"2022-10-30 06:01:09.000000+00:00\"], \"session_ids\": [\"eb27161e-10c0-485f-a76a-c7449e8d39b8\", \"7026177c-283c-42a0-82b6-2d7b79df85ab\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 3.404}, \"96891\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-05-29 20:43:19.000000+00:00\", \"2022-07-27 16:43:36.000000+00:00\", \"2022-05-20 04:24:16.000000+00:00\"], \"session_ids\": [\"7a311478-3152-4c1b-84e2-358cc0c2ccd1\", \"14b476cd-2620-451c-b96a-154b61aa7956\", \"1f4d14c0-e462-4f0c-9fb7-01f10b88d90b\"], \"total_duration\": 1090.0, \"total_sessions\": 3, \"mean_week_duration\": 109.0}, \"65471\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-23 16:05:28.000000+00:00\", \"2020-10-03 06:17:47.000000+00:00\"], \"session_ids\": [\"f995a3f9-b8ee-4014-89e4-7b26b5669982\", \"d6095f37-3a5e-47fb-9967-4f5fbe892751\"], \"total_duration\": 386.0, \"total_sessions\": 2, \"mean_week_duration\": 5.761}, \"82953\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-01-27 19:51:58.000000+00:00\", \"2019-04-10 21:19:47.000000+00:00\"], \"session_ids\": [\"1f6181f6-c689-45b3-9608-62d61d4148b6\", \"bd2fb5cf-3fe9-4014-9ea4-f26a2c568acb\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 1.131}, \"87701\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-11 20:54:57.000000+00:00\", \"2023-05-30 12:52:57.000000+00:00\", \"2021-04-19 17:24:00.000000+00:00\"], \"session_ids\": [\"68e84d50-cf54-49d4-b06f-cc9fb9412068\", \"f976b8b5-d360-460e-b0eb-e47c12c8bf3b\", \"c5c4da08-cf27-4c83-9ab9-d84e017db0f4\"], \"total_duration\": 38.0, \"total_sessions\": 3, \"mean_week_duration\": 0.286}, \"47354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-24 17:53:07.000000+00:00\", \"2022-03-29 08:23:13.000000+00:00\"], \"session_ids\": [\"72959fc5-0ded-493e-b2e0-d4bd98a2e888\", \"c6ef06d2-05f1-4a86-adc5-9632b8557e33\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 3.404}, \"90239\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-03-30 07:38:44.000000+00:00\", \"2019-05-24 18:36:09.000000+00:00\", \"2022-06-18 09:07:28.000000+00:00\", \"2021-07-06 03:05:57.000000+00:00\"], \"session_ids\": [\"1fcace4c-8521-4be0-bee1-40cf382cae87\", \"1d584776-a05e-4dbc-bbd8-256374195a5c\", \"72b1b371-fb52-4bee-b4f1-438452144aaa\", \"72ebecaa-597f-439a-a273-035b92c2c836\"], \"total_duration\": 1468.0, \"total_sessions\": 4, \"mean_week_duration\": 8.738}, \"83162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-27 23:09:48.000000+00:00\", \"2023-05-20 16:36:56.000000+00:00\", \"2020-08-15 21:05:12.000000+00:00\", \"2021-07-08 14:44:24.000000+00:00\", \"2021-07-21 04:37:24.000000+00:00\", \"2019-05-15 06:09:20.000000+00:00\"], \"session_ids\": [\"ddaf71fe-3251-4a2b-8168-3432f1609504\", \"df06f79a-bce3-412d-9e6b-9139bcd76c4b\", \"cb6230cc-c43c-43c8-abe6-5d912ec22e92\", \"7338c5b6-4283-4bfd-a0ff-5ebfaa03c5e1\", \"9b9c5d7f-c4f6-4cb2-af59-12dc1fe1f3e9\", \"1a5d984b-a500-4d23-b50a-1818c7e92a36\"], \"total_duration\": 59.0, \"total_sessions\": 6, \"mean_week_duration\": 0.281}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 4 and are less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[4, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-27 23:09:48.000000+00:00\", \"2023-05-20 16:36:56.000000+00:00\", \"2020-08-15 21:05:12.000000+00:00\", \"2021-07-08 14:44:24.000000+00:00\", \"2021-07-21 04:37:24.000000+00:00\", \"2019-05-15 06:09:20.000000+00:00\"], \"session_ids\": [\"ddaf71fe-3251-4a2b-8168-3432f1609504\", \"df06f79a-bce3-412d-9e6b-9139bcd76c4b\", \"cb6230cc-c43c-43c8-abe6-5d912ec22e92\", \"7338c5b6-4283-4bfd-a0ff-5ebfaa03c5e1\", \"9b9c5d7f-c4f6-4cb2-af59-12dc1fe1f3e9\", \"1a5d984b-a500-4d23-b50a-1818c7e92a36\"], \"total_duration\": 59.0, \"total_sessions\": 6, \"mean_week_duration\": 0.281}}\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[{\"83162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-27 23:09:48.000000+00:00\", \"2023-05-20 16:36:56.000000+00:00\", \"2020-08-15 21:05:12.000000+00:00\", \"2021-07-08 14:44:24.000000+00:00\", \"2021-07-21 04:37:24.000000+00:00\", \"2019-05-15 06:09:20.000000+00:00\"], \"session_ids\": [\"ddaf71fe-3251-4a2b-8168-3432f1609504\", \"df06f79a-bce3-412d-9e6b-9139bcd76c4b\", \"cb6230cc-c43c-43c8-abe6-5d912ec22e92\", \"7338c5b6-4283-4bfd-a0ff-5ebfaa03c5e1\", \"9b9c5d7f-c4f6-4cb2-af59-12dc1fe1f3e9\", \"1a5d984b-a500-4d23-b50a-1818c7e92a36\"], \"total_duration\": 59.0, \"total_sessions\": 6, \"mean_week_duration\": 0.281}}]\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[{\"83162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-27 23:09:48.000000+00:00\", \"2023-05-20 16:36:56.000000+00:00\", \"2020-08-15 21:05:12.000000+00:00\", \"2021-07-08 14:44:24.000000+00:00\", \"2021-07-21 04:37:24.000000+00:00\", \"2019-05-15 06:09:20.000000+00:00\"], \"session_ids\": [\"ddaf71fe-3251-4a2b-8168-3432f1609504\", \"df06f79a-bce3-412d-9e6b-9139bcd76c4b\", \"cb6230cc-c43c-43c8-abe6-5d912ec22e92\", \"7338c5b6-4283-4bfd-a0ff-5ebfaa03c5e1\", \"9b9c5d7f-c4f6-4cb2-af59-12dc1fe1f3e9\", \"1a5d984b-a500-4d23-b50a-1818c7e92a36\"], \"total_duration\": 59.0, \"total_sessions\": 6, \"mean_week_duration\": 0.281}}]\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[{\"83162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-27 23:09:48.000000+00:00\", \"2023-05-20 16:36:56.000000+00:00\", \"2020-08-15 21:05:12.000000+00:00\", \"2021-07-08 14:44:24.000000+00:00\", \"2021-07-21 04:37:24.000000+00:00\", \"2019-05-15 06:09:20.000000+00:00\"], \"session_ids\": [\"ddaf71fe-3251-4a2b-8168-3432f1609504\", \"df06f79a-bce3-412d-9e6b-9139bcd76c4b\", \"cb6230cc-c43c-43c8-abe6-5d912ec22e92\", \"7338c5b6-4283-4bfd-a0ff-5ebfaa03c5e1\", \"9b9c5d7f-c4f6-4cb2-af59-12dc1fe1f3e9\", \"1a5d984b-a500-4d23-b50a-1818c7e92a36\"], \"total_duration\": 59.0, \"total_sessions\": 6, \"mean_week_duration\": 0.281}}]\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 users who are users with lowest all sessions quantity , and execute sorting by number of sessions form the highest value to the lowest value + provide me only with 3 pieces of data."
}
] |
[
{
"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{\"11975\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-09-09 08:04:51.000000+00:00\", \"2022-06-13 12:24:30.000000+00:00\", \"2019-09-17 09:27:49.000000+00:00\", \"2021-07-13 21:05:58.000000+00:00\", \"2020-04-25 10:24:32.000000+00:00\", \"2019-06-21 07:08:37.000000+00:00\", \"2022-12-02 09:36:34.000000+00:00\", \"2019-05-10 14:42:21.000000+00:00\", \"2021-04-03 16:47:01.000000+00:00\"], \"session_ids\": [\"a9b3c72e-e2b5-404e-99bc-3023be8f0b92\", \"b09d6055-b539-4b12-b175-4f14e43c15b7\", \"29af7512-b889-4989-a447-e07ee04cabf4\", \"abfdd082-47aa-4cbe-bc04-34bc6bb77809\", \"3c87bfe6-4ee6-4817-812c-f840100d7e77\", \"ddc8de9a-b188-4c4f-9b7c-9d985956f487\", \"bfefa05f-c697-4715-a78d-b61efdabb60c\", \"38a294ff-b752-4385-bc0a-cfb6b76de67a\", \"06d1b31e-d177-49e1-bf66-5e6f272d202d\"], \"total_duration\": 442.0, \"total_sessions\": 9, \"mean_week_duration\": 2.376}, \"84408\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-12-27 08:58:29.000000+00:00\", \"2019-08-14 19:35:05.000000+00:00\"], \"session_ids\": [\"cb8f1db5-d7ea-42df-91ab-ea4ab374472e\", \"3397523a-4a3a-4b5f-87c8-aed500a24ed0\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 2.323}, \"43448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 9, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-23 00:29:25.000000+00:00\", \"2023-03-28 23:56:14.000000+00:00\", \"2021-04-10 04:53:08.000000+00:00\"], \"session_ids\": [\"8f32349b-31a3-4248-b992-6cf7a68c0f33\", \"caa655b5-a341-48c2-8fde-b50d10194610\", \"4221546c-27c8-4ef4-adb3-4ea99ae27494\"], \"total_duration\": 164.0, \"total_sessions\": 3, \"mean_week_duration\": 1.592}, \"86007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-04 02:57:01.000000+00:00\", \"2020-01-15 02:08:24.000000+00:00\"], \"session_ids\": [\"a9c019a5-a9be-4701-b017-6ab36c16ed6d\", \"db0b3db0-5c42-4b65-85d1-3598df4294e7\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 1.488}, \"51254\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-11-18 09:41:03.000000+00:00\", \"2019-10-09 13:31:53.000000+00:00\"], \"session_ids\": [\"0a615885-18df-4319-bd27-0a1f4a15e37a\", \"4bb2d9bf-7caf-4b08-9eee-272839691bb0\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.264}, \"80252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-25 03:04:20.000000+00:00\", \"2019-01-25 20:23:13.000000+00:00\", \"2019-11-12 13:57:55.000000+00:00\", \"2022-06-21 11:13:44.000000+00:00\", \"2022-12-15 20:49:37.000000+00:00\", \"2020-06-01 15:20:19.000000+00:00\", \"2019-12-28 23:26:29.000000+00:00\"], \"session_ids\": [\"146c3126-cb10-42e9-af7b-4f5b6955d2a7\", \"957e87e5-1c6a-4b1b-a473-e4ac3904e699\", \"181809b7-160a-49ea-980a-46d0605968ed\", \"da7b9afe-3e23-4c4d-bed9-4c3e01694f9f\", \"7469d7d7-3a0a-4d64-b9ba-cfabe7aa7d49\", \"a64d7850-ef9e-4120-801b-55187cc6de44\", \"210e95a8-79a7-49d1-87be-b21af08e5b43\"], \"total_duration\": 7028.0, \"total_sessions\": 7, \"mean_week_duration\": 34.621}, \"18671\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-10 08:06:41.000000+00:00\", \"2020-01-22 08:33:27.000000+00:00\"], \"session_ids\": [\"b7c4c622-7ec1-44c7-8deb-80f87d84442e\", \"b635ac89-d778-4530-9f3e-165a95e23b66\"], \"total_duration\": 352.0, \"total_sessions\": 2, \"mean_week_duration\": 6.902}, \"22761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-03-02 05:15:52.000000+00:00\", \"2019-12-27 02:12:41.000000+00:00\"], \"session_ids\": [\"abdf00fa-8b50-4fb9-9a6a-d535983cc968\", \"bf52c06d-25d6-40f9-a0ba-078560cb8604\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 1.783}, \"64873\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-06-20 07:38:15.000000+00:00\", \"2019-03-05 22:13:14.000000+00:00\", \"2022-09-16 13:48:24.000000+00:00\", \"2021-07-20 05:36:58.000000+00:00\", \"2020-06-12 11:28:33.000000+00:00\", \"2021-05-13 07:33:56.000000+00:00\", \"2019-12-26 00:42:43.000000+00:00\", \"2020-12-24 13:22:26.000000+00:00\"], \"session_ids\": [\"b5097d73-5f62-46e4-b019-e9b90e7d8c61\", \"65c5ab4f-d872-4f1a-b575-e8916d7f824d\", \"5e630ea6-7ff8-48c3-9339-1f12f14d8a6d\", \"14029d18-757e-41f6-b848-f273d2062ba7\", \"2eb7e389-b713-4f30-a43c-278548a8b282\", \"a150d20d-ebda-4c3a-9870-9c2cd9753c31\", \"7844e419-bebb-4820-9bba-cafeb7f33cfb\", \"32d04ab3-8916-4650-833a-c9bb8c496382\"], \"total_duration\": 239.0, \"total_sessions\": 8, \"mean_week_duration\": 1.292}, \"49212\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-30 13:22:20.000000+00:00\", \"2019-06-06 16:40:42.000000+00:00\"], \"session_ids\": [\"14c6c08b-0c4b-4481-861f-d7a5535fc134\", \"19ab3a33-97a1-4ee5-81a8-983d9ca07967\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 1.839}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84408\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-12-27 08:58:29.000000+00:00\", \"2019-08-14 19:35:05.000000+00:00\"], \"session_ids\": [\"cb8f1db5-d7ea-42df-91ab-ea4ab374472e\", \"3397523a-4a3a-4b5f-87c8-aed500a24ed0\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 2.323}}, {\"86007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-04 02:57:01.000000+00:00\", \"2020-01-15 02:08:24.000000+00:00\"], \"session_ids\": [\"a9c019a5-a9be-4701-b017-6ab36c16ed6d\", \"db0b3db0-5c42-4b65-85d1-3598df4294e7\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 1.488}}, {\"51254\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-11-18 09:41:03.000000+00:00\", \"2019-10-09 13:31:53.000000+00:00\"], \"session_ids\": [\"0a615885-18df-4319-bd27-0a1f4a15e37a\", \"4bb2d9bf-7caf-4b08-9eee-272839691bb0\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.264}}]\n```\n"
}
] |
[
{
"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[{\"84408\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-12-27 08:58:29.000000+00:00\", \"2019-08-14 19:35:05.000000+00:00\"], \"session_ids\": [\"cb8f1db5-d7ea-42df-91ab-ea4ab374472e\", \"3397523a-4a3a-4b5f-87c8-aed500a24ed0\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 2.323}}, {\"86007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-04 02:57:01.000000+00:00\", \"2020-01-15 02:08:24.000000+00:00\"], \"session_ids\": [\"a9c019a5-a9be-4701-b017-6ab36c16ed6d\", \"db0b3db0-5c42-4b65-85d1-3598df4294e7\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 1.488}}, {\"51254\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-11-18 09:41:03.000000+00:00\", \"2019-10-09 13:31:53.000000+00:00\"], \"session_ids\": [\"0a615885-18df-4319-bd27-0a1f4a15e37a\", \"4bb2d9bf-7caf-4b08-9eee-272839691bb0\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.264}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove 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[{\"84408\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-12-27 08:58:29.000000+00:00\", \"2019-08-14 19:35:05.000000+00:00\"], \"session_ids\": [\"cb8f1db5-d7ea-42df-91ab-ea4ab374472e\", \"3397523a-4a3a-4b5f-87c8-aed500a24ed0\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 2.323}}, {\"86007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-04 02:57:01.000000+00:00\", \"2020-01-15 02:08:24.000000+00:00\"], \"session_ids\": [\"a9c019a5-a9be-4701-b017-6ab36c16ed6d\", \"db0b3db0-5c42-4b65-85d1-3598df4294e7\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 1.488}}, {\"51254\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-11-18 09:41:03.000000+00:00\", \"2019-10-09 13:31:53.000000+00:00\"], \"session_ids\": [\"0a615885-18df-4319-bd27-0a1f4a15e37a\", \"4bb2d9bf-7caf-4b08-9eee-272839691bb0\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.264}}]\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[{\"84408\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-12-27 08:58:29.000000+00:00\", \"2019-08-14 19:35:05.000000+00:00\"], \"session_ids\": [\"cb8f1db5-d7ea-42df-91ab-ea4ab374472e\", \"3397523a-4a3a-4b5f-87c8-aed500a24ed0\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 2.323}}, {\"86007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-04 02:57:01.000000+00:00\", \"2020-01-15 02:08:24.000000+00:00\"], \"session_ids\": [\"a9c019a5-a9be-4701-b017-6ab36c16ed6d\", \"db0b3db0-5c42-4b65-85d1-3598df4294e7\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 1.488}}, {\"51254\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-11-18 09:41:03.000000+00:00\", \"2019-10-09 13:31:53.000000+00:00\"], \"session_ids\": [\"0a615885-18df-4319-bd27-0a1f4a15e37a\", \"4bb2d9bf-7caf-4b08-9eee-272839691bb0\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.264}}]\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": "Display user information whose average week duration is smaller than 24 ( not including) in addition do sorting by time in app per week in asc additionaly 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{\"18481\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-04-03 12:42:14.000000+00:00\", \"2019-10-14 19:40:22.000000+00:00\"], \"session_ids\": [\"dbf5d0dd-5e92-4977-94bd-32b43f3d88ab\", \"499f3c24-adbf-46fa-807b-3b2080c8b506\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 7.464}, \"65063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-27 17:43:59.000000+00:00\", \"2020-11-22 23:20:09.000000+00:00\"], \"session_ids\": [\"4a0d3de9-1fef-4f77-9b3f-68827fd52f03\", \"29ce2ce4-4112-41c8-983a-79b5b4e493bc\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.387}, \"41930\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-26 04:59:52.000000+00:00\", \"2021-11-01 21:35:42.000000+00:00\"], \"session_ids\": [\"87635c36-67b0-4a38-a1d1-4345278f5b16\", \"465ac3cc-f352-4ed6-b3ed-369c1a723ecc\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.409}, \"71214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-25 20:39:59.000000+00:00\", \"2023-01-06 23:29:55.000000+00:00\"], \"session_ids\": [\"9f31ea79-5898-4234-b27b-0fc296d571e9\", \"d918ceed-5385-412b-9a36-6c47a82fe0d8\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 3.086}, \"17452\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-08-15 05:33:31.000000+00:00\", \"2020-05-09 04:07:06.000000+00:00\"], \"session_ids\": [\"a5916107-c835-4c2c-9fc6-de9889febc5e\", \"8d3c7be6-5fd2-40b5-b170-c59a4bac0759\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 33.357}, \"20581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-24 10:42:47.000000+00:00\", \"2019-08-31 04:59:38.000000+00:00\"], \"session_ids\": [\"baa40778-a1f1-4d61-8cfe-035e883d3374\", \"fc57ee2b-8f3b-44f2-acdb-691a2f5afd47\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.304}, \"72035\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-07 17:09:17.000000+00:00\", \"2023-02-28 06:42:42.000000+00:00\"], \"session_ids\": [\"32861a15-eedd-4774-ba81-729ff4bb701a\", \"9856d7dc-ed1c-4802-b94f-1d6c72ff8f54\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 8.467}, \"9973\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-29 21:30:56.000000+00:00\", \"2022-10-17 01:40:52.000000+00:00\", \"2020-12-07 03:02:15.000000+00:00\", \"2022-08-06 13:10:09.000000+00:00\", \"2022-08-12 16:23:35.000000+00:00\", \"2023-04-16 20:02:30.000000+00:00\"], \"session_ids\": [\"adeec78d-4109-4771-a90d-c25016f049d3\", \"28a3a43a-a2b7-4430-bca1-d5338c4fb5cc\", \"a216a573-98be-4a6f-bae4-6c7fd5bbc784\", \"82b06374-e1c0-4210-bc2c-9d15ebb07f17\", \"7b393836-5cc5-4340-9a39-6c40277ac2ec\", \"b7587ead-e344-4ae9-a6ea-b91bd20497ec\"], \"total_duration\": 1956.0, \"total_sessions\": 6, \"mean_week_duration\": 15.902}, \"62725\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-11-22 12:59:05.000000+00:00\", \"2021-11-23 00:06:55.000000+00:00\"], \"session_ids\": [\"dbd5ca23-4006-45e5-b168-b73ee53376b2\", \"2af11c36-aa8e-41c8-a5b6-a4b5f8ea2ce0\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 2.676}, \"94125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-24 10:00:00.000000+00:00\", \"2021-03-31 21:21:46.000000+00:00\"], \"session_ids\": [\"50eb0e2a-94f9-47ad-aa27-01ef8add0bb1\", \"44c3f077-0029-4078-9c8c-bf4ab606867d\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 2.017}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 24"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[24, 32]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"18481\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-04-03 12:42:14.000000+00:00\", \"2019-10-14 19:40:22.000000+00:00\"], \"session_ids\": [\"dbf5d0dd-5e92-4977-94bd-32b43f3d88ab\", \"499f3c24-adbf-46fa-807b-3b2080c8b506\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 7.464}, \"65063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-27 17:43:59.000000+00:00\", \"2020-11-22 23:20:09.000000+00:00\"], \"session_ids\": [\"4a0d3de9-1fef-4f77-9b3f-68827fd52f03\", \"29ce2ce4-4112-41c8-983a-79b5b4e493bc\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.387}, \"41930\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-26 04:59:52.000000+00:00\", \"2021-11-01 21:35:42.000000+00:00\"], \"session_ids\": [\"87635c36-67b0-4a38-a1d1-4345278f5b16\", \"465ac3cc-f352-4ed6-b3ed-369c1a723ecc\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.409}, \"71214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-25 20:39:59.000000+00:00\", \"2023-01-06 23:29:55.000000+00:00\"], \"session_ids\": [\"9f31ea79-5898-4234-b27b-0fc296d571e9\", \"d918ceed-5385-412b-9a36-6c47a82fe0d8\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 3.086}, \"20581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-24 10:42:47.000000+00:00\", \"2019-08-31 04:59:38.000000+00:00\"], \"session_ids\": [\"baa40778-a1f1-4d61-8cfe-035e883d3374\", \"fc57ee2b-8f3b-44f2-acdb-691a2f5afd47\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.304}, \"72035\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-07 17:09:17.000000+00:00\", \"2023-02-28 06:42:42.000000+00:00\"], \"session_ids\": [\"32861a15-eedd-4774-ba81-729ff4bb701a\", \"9856d7dc-ed1c-4802-b94f-1d6c72ff8f54\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 8.467}, \"9973\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-29 21:30:56.000000+00:00\", \"2022-10-17 01:40:52.000000+00:00\", \"2020-12-07 03:02:15.000000+00:00\", \"2022-08-06 13:10:09.000000+00:00\", \"2022-08-12 16:23:35.000000+00:00\", \"2023-04-16 20:02:30.000000+00:00\"], \"session_ids\": [\"adeec78d-4109-4771-a90d-c25016f049d3\", \"28a3a43a-a2b7-4430-bca1-d5338c4fb5cc\", \"a216a573-98be-4a6f-bae4-6c7fd5bbc784\", \"82b06374-e1c0-4210-bc2c-9d15ebb07f17\", \"7b393836-5cc5-4340-9a39-6c40277ac2ec\", \"b7587ead-e344-4ae9-a6ea-b91bd20497ec\"], \"total_duration\": 1956.0, \"total_sessions\": 6, \"mean_week_duration\": 15.902}, \"62725\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-11-22 12:59:05.000000+00:00\", \"2021-11-23 00:06:55.000000+00:00\"], \"session_ids\": [\"dbd5ca23-4006-45e5-b168-b73ee53376b2\", \"2af11c36-aa8e-41c8-a5b6-a4b5f8ea2ce0\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 2.676}, \"94125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-24 10:00:00.000000+00:00\", \"2021-03-31 21:21:46.000000+00:00\"], \"session_ids\": [\"50eb0e2a-94f9-47ad-aa27-01ef8add0bb1\", \"44c3f077-0029-4078-9c8c-bf4ab606867d\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 2.017}}\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[{\"20581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-24 10:42:47.000000+00:00\", \"2019-08-31 04:59:38.000000+00:00\"], \"session_ids\": [\"baa40778-a1f1-4d61-8cfe-035e883d3374\", \"fc57ee2b-8f3b-44f2-acdb-691a2f5afd47\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.304}}, {\"65063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-27 17:43:59.000000+00:00\", \"2020-11-22 23:20:09.000000+00:00\"], \"session_ids\": [\"4a0d3de9-1fef-4f77-9b3f-68827fd52f03\", \"29ce2ce4-4112-41c8-983a-79b5b4e493bc\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.387}}, {\"41930\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-26 04:59:52.000000+00:00\", \"2021-11-01 21:35:42.000000+00:00\"], \"session_ids\": [\"87635c36-67b0-4a38-a1d1-4345278f5b16\", \"465ac3cc-f352-4ed6-b3ed-369c1a723ecc\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.409}}, {\"94125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-02-24 10:00:00.000000+00:00\", \"2021-03-31 21:21:46.000000+00:00\"], \"session_ids\": [\"50eb0e2a-94f9-47ad-aa27-01ef8add0bb1\", \"44c3f077-0029-4078-9c8c-bf4ab606867d\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 2.017}}, {\"62725\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-11-22 12:59:05.000000+00:00\", \"2021-11-23 00:06:55.000000+00:00\"], \"session_ids\": [\"dbd5ca23-4006-45e5-b168-b73ee53376b2\", \"2af11c36-aa8e-41c8-a5b6-a4b5f8ea2ce0\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 2.676}}, {\"71214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-07-25 20:39:59.000000+00:00\", \"2023-01-06 23:29:55.000000+00:00\"], \"session_ids\": [\"9f31ea79-5898-4234-b27b-0fc296d571e9\", \"d918ceed-5385-412b-9a36-6c47a82fe0d8\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 3.086}}, {\"18481\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-04-03 12:42:14.000000+00:00\", \"2019-10-14 19:40:22.000000+00:00\"], \"session_ids\": [\"dbf5d0dd-5e92-4977-94bd-32b43f3d88ab\", \"499f3c24-adbf-46fa-807b-3b2080c8b506\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 7.464}}, {\"72035\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-07 17:09:17.000000+00:00\", \"2023-02-28 06:42:42.000000+00:00\"], \"session_ids\": [\"32861a15-eedd-4774-ba81-729ff4bb701a\", \"9856d7dc-ed1c-4802-b94f-1d6c72ff8f54\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 8.467}}, {\"9973\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-29 21:30:56.000000+00:00\", \"2022-10-17 01:40:52.000000+00:00\", \"2020-12-07 03:02:15.000000+00:00\", \"2022-08-06 13:10:09.000000+00:00\", \"2022-08-12 16:23:35.000000+00:00\", \"2023-04-16 20:02:30.000000+00:00\"], \"session_ids\": [\"adeec78d-4109-4771-a90d-c25016f049d3\", \"28a3a43a-a2b7-4430-bca1-d5338c4fb5cc\", \"a216a573-98be-4a6f-bae4-6c7fd5bbc784\", \"82b06374-e1c0-4210-bc2c-9d15ebb07f17\", \"7b393836-5cc5-4340-9a39-6c40277ac2ec\", \"b7587ead-e344-4ae9-a6ea-b91bd20497ec\"], \"total_duration\": 1956.0, \"total_sessions\": 6, \"mean_week_duration\": 15.902}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding 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[{\"20581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-24 10:42:47.000000+00:00\", \"2019-08-31 04:59:38.000000+00:00\"], \"session_ids\": [\"baa40778-a1f1-4d61-8cfe-035e883d3374\", \"fc57ee2b-8f3b-44f2-acdb-691a2f5afd47\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.304}}, {\"65063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-27 17:43:59.000000+00:00\", \"2020-11-22 23:20:09.000000+00:00\"], \"session_ids\": [\"4a0d3de9-1fef-4f77-9b3f-68827fd52f03\", \"29ce2ce4-4112-41c8-983a-79b5b4e493bc\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.387}}, {\"41930\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-26 04:59:52.000000+00:00\", \"2021-11-01 21:35:42.000000+00:00\"], \"session_ids\": [\"87635c36-67b0-4a38-a1d1-4345278f5b16\", \"465ac3cc-f352-4ed6-b3ed-369c1a723ecc\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.409}}]\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[{\"20581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-24 10:42:47.000000+00:00\", \"2019-08-31 04:59:38.000000+00:00\"], \"session_ids\": [\"baa40778-a1f1-4d61-8cfe-035e883d3374\", \"fc57ee2b-8f3b-44f2-acdb-691a2f5afd47\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.304}}, {\"65063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-01-27 17:43:59.000000+00:00\", \"2020-11-22 23:20:09.000000+00:00\"], \"session_ids\": [\"4a0d3de9-1fef-4f77-9b3f-68827fd52f03\", \"29ce2ce4-4112-41c8-983a-79b5b4e493bc\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.387}}, {\"41930\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-26 04:59:52.000000+00:00\", \"2021-11-01 21:35:42.000000+00:00\"], \"session_ids\": [\"87635c36-67b0-4a38-a1d1-4345278f5b16\", \"465ac3cc-f352-4ed6-b3ed-369c1a723ecc\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.409}}]\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 users with a app usage time that is above 2036, exclusively , moreover execute sorting by urban title asc plus keep only 2 records."
}
] |
[
{
"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{\"8045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-29 21:03:49.000000+00:00\", \"2020-04-03 20:43:08.000000+00:00\", \"2022-07-15 00:15:52.000000+00:00\"], \"session_ids\": [\"4ae5edcc-c9b9-407c-886e-50a041524675\", \"5f47550c-d682-429c-b017-97e909c9a932\", \"6396ad85-4723-4a49-965b-efb41f57d654\"], \"total_duration\": 881.0, \"total_sessions\": 3, \"mean_week_duration\": 6.034}, \"77119\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Moscow\", \"datetimes\": [\"2019-01-23 01:05:32.000000+00:00\", \"2019-04-24 04:12:50.000000+00:00\", \"2021-04-26 05:18:12.000000+00:00\", \"2020-09-21 10:25:40.000000+00:00\", \"2020-08-06 05:51:47.000000+00:00\", \"2021-06-14 06:00:09.000000+00:00\", \"2022-11-24 17:22:17.000000+00:00\"], \"session_ids\": [\"3e2c9933-31e4-449f-a8f7-aaca050de403\", \"7cc2df44-a692-4367-a700-28b7e95f15ec\", \"9c3cdfb5-ad2d-4489-a7a8-cf4006c1fcf0\", \"7f326d02-ae7c-4454-a0fd-d55ad4d1f803\", \"400e2d71-e2e9-4dcd-8a1a-2b5a4e5bd8eb\", \"0555bec7-5950-44b4-9d2c-cbebd8d98829\", \"d69019a0-0bc7-4411-a941-1f86fba5e558\"], \"total_duration\": 387.0, \"total_sessions\": 7, \"mean_week_duration\": 1.925}, \"9118\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-05-23 02:00:04.000000+00:00\", \"2021-11-20 01:11:42.000000+00:00\", \"2020-05-20 08:40:16.000000+00:00\", \"2020-08-12 04:10:28.000000+00:00\", \"2020-12-02 17:55:58.000000+00:00\", \"2019-01-19 19:47:18.000000+00:00\", \"2021-09-03 20:24:26.000000+00:00\", \"2020-01-05 18:07:56.000000+00:00\", \"2022-08-26 09:58:39.000000+00:00\", \"2023-03-24 22:46:04.000000+00:00\", \"2021-07-27 13:52:37.000000+00:00\"], \"session_ids\": [\"d0ab3a03-4220-47a2-ae1e-9ec83f791748\", \"7ac93e25-24cb-4e7f-8462-7fa35e1eb57a\", \"7af5fffe-e5d8-4f1f-bfb3-ee8f5f10458f\", \"6b8fa435-e699-4cb0-8b9e-9e4b7486802f\", \"eec083a8-ff95-43ff-9569-90b57153e08d\", \"cde7ac43-68c7-4bcc-b42e-73bb93cf5c96\", \"4b1791d5-a447-4757-a56b-ca7d75de46c6\", \"377ed6af-3721-4e5c-9c01-bcb201566ad8\", \"097aabc7-74cb-466a-9f53-527e80c248fe\", \"0f9309e8-00c9-4fa9-8904-d9814bbb1ace\", \"2c013ae6-9787-43fe-98b3-f468fd2c943f\"], \"total_duration\": 44829.0, \"total_sessions\": 11, \"mean_week_duration\": 205.638}, \"92070\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-11-15 08:32:13.000000+00:00\", \"2020-05-01 02:48:59.000000+00:00\"], \"session_ids\": [\"dc60ce73-6bb3-49e9-b1c7-24ef69403bf8\", \"846e62d0-a710-497e-964e-6f1726d777a7\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 12.207}, \"21751\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-02-17 21:50:05.000000+00:00\", \"2019-08-11 16:11:09.000000+00:00\", \"2021-10-19 17:28:17.000000+00:00\", \"2021-04-25 12:54:48.000000+00:00\"], \"session_ids\": [\"f355dc6c-6ef0-4cc9-b697-0c77df534f77\", \"3ed19e66-9e77-4802-bd38-e7c11a10bfc8\", \"8dedfeb3-1706-4f3b-9671-7da0f4df93ab\", \"d0542fd5-12db-42c4-94ed-47cc768e3c75\"], \"total_duration\": 2077.0, \"total_sessions\": 4, \"mean_week_duration\": 18.061}, \"58323\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-22 00:38:13.000000+00:00\", \"2020-08-30 14:16:20.000000+00:00\"], \"session_ids\": [\"9a189b3c-13f6-4263-9020-e45d0bebcf6a\", \"24ee7ef7-67a5-4a8c-bd08-690f6482c5cb\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 1.237}, \"83269\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-07-20 00:34:55.000000+00:00\", \"2020-02-14 01:32:21.000000+00:00\"], \"session_ids\": [\"5feaa18d-ed17-48c6-bcb8-57c10154e7b3\", \"4f3936b3-ba36-459b-93d0-ec61b65c54a0\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 1.4}, \"82704\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-04-02 09:31:42.000000+00:00\", \"2019-05-17 16:02:43.000000+00:00\"], \"session_ids\": [\"0a472613-7516-4676-bc38-2da8c18b120b\", \"4b557ae1-a519-459f-8187-8c7a3d1ba1e2\"], \"total_duration\": 216.0, \"total_sessions\": 2, \"mean_week_duration\": 4.696}, \"10629\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-20 14:08:07.000000+00:00\", \"2022-12-19 21:06:54.000000+00:00\"], \"session_ids\": [\"897068b8-f145-4f29-ae22-94b4fa10f57a\", \"ac74c971-0858-4595-a4b8-d8814171783a\"], \"total_duration\": 399.0, \"total_sessions\": 2, \"mean_week_duration\": 2.956}, \"53707\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-21 14:04:31.000000+00:00\", \"2022-04-27 22:14:27.000000+00:00\", \"2021-03-08 07:04:38.000000+00:00\", \"2023-06-23 06:56:14.000000+00:00\", \"2020-06-14 12:47:55.000000+00:00\"], \"session_ids\": [\"623c2724-f01f-4c22-b9a5-59e22e02c6a9\", \"c9b35377-3431-4ca2-a5c2-4d1d7e356d55\", \"3fd7b899-dc61-4380-a851-b03fbecdd85e\", \"97f3e7e9-2072-4870-8609-25472ab5c6c6\", \"dcffe7ba-1462-4d96-b91b-302692180a7e\"], \"total_duration\": 1205.0, \"total_sessions\": 5, \"mean_week_duration\": 7.627}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 2036"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[2036, 3367]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9118\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-05-23 02:00:04.000000+00:00\", \"2021-11-20 01:11:42.000000+00:00\", \"2020-05-20 08:40:16.000000+00:00\", \"2020-08-12 04:10:28.000000+00:00\", \"2020-12-02 17:55:58.000000+00:00\", \"2019-01-19 19:47:18.000000+00:00\", \"2021-09-03 20:24:26.000000+00:00\", \"2020-01-05 18:07:56.000000+00:00\", \"2022-08-26 09:58:39.000000+00:00\", \"2023-03-24 22:46:04.000000+00:00\", \"2021-07-27 13:52:37.000000+00:00\"], \"session_ids\": [\"d0ab3a03-4220-47a2-ae1e-9ec83f791748\", \"7ac93e25-24cb-4e7f-8462-7fa35e1eb57a\", \"7af5fffe-e5d8-4f1f-bfb3-ee8f5f10458f\", \"6b8fa435-e699-4cb0-8b9e-9e4b7486802f\", \"eec083a8-ff95-43ff-9569-90b57153e08d\", \"cde7ac43-68c7-4bcc-b42e-73bb93cf5c96\", \"4b1791d5-a447-4757-a56b-ca7d75de46c6\", \"377ed6af-3721-4e5c-9c01-bcb201566ad8\", \"097aabc7-74cb-466a-9f53-527e80c248fe\", \"0f9309e8-00c9-4fa9-8904-d9814bbb1ace\", \"2c013ae6-9787-43fe-98b3-f468fd2c943f\"], \"total_duration\": 44829.0, \"total_sessions\": 11, \"mean_week_duration\": 205.638}, \"21751\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-02-17 21:50:05.000000+00:00\", \"2019-08-11 16:11:09.000000+00:00\", \"2021-10-19 17:28:17.000000+00:00\", \"2021-04-25 12:54:48.000000+00:00\"], \"session_ids\": [\"f355dc6c-6ef0-4cc9-b697-0c77df534f77\", \"3ed19e66-9e77-4802-bd38-e7c11a10bfc8\", \"8dedfeb3-1706-4f3b-9671-7da0f4df93ab\", \"d0542fd5-12db-42c4-94ed-47cc768e3c75\"], \"total_duration\": 2077.0, \"total_sessions\": 4, \"mean_week_duration\": 18.061}}\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[{\"9118\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-05-23 02:00:04.000000+00:00\", \"2021-11-20 01:11:42.000000+00:00\", \"2020-05-20 08:40:16.000000+00:00\", \"2020-08-12 04:10:28.000000+00:00\", \"2020-12-02 17:55:58.000000+00:00\", \"2019-01-19 19:47:18.000000+00:00\", \"2021-09-03 20:24:26.000000+00:00\", \"2020-01-05 18:07:56.000000+00:00\", \"2022-08-26 09:58:39.000000+00:00\", \"2023-03-24 22:46:04.000000+00:00\", \"2021-07-27 13:52:37.000000+00:00\"], \"session_ids\": [\"d0ab3a03-4220-47a2-ae1e-9ec83f791748\", \"7ac93e25-24cb-4e7f-8462-7fa35e1eb57a\", \"7af5fffe-e5d8-4f1f-bfb3-ee8f5f10458f\", \"6b8fa435-e699-4cb0-8b9e-9e4b7486802f\", \"eec083a8-ff95-43ff-9569-90b57153e08d\", \"cde7ac43-68c7-4bcc-b42e-73bb93cf5c96\", \"4b1791d5-a447-4757-a56b-ca7d75de46c6\", \"377ed6af-3721-4e5c-9c01-bcb201566ad8\", \"097aabc7-74cb-466a-9f53-527e80c248fe\", \"0f9309e8-00c9-4fa9-8904-d9814bbb1ace\", \"2c013ae6-9787-43fe-98b3-f468fd2c943f\"], \"total_duration\": 44829.0, \"total_sessions\": 11, \"mean_week_duration\": 205.638}}, {\"21751\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-02-17 21:50:05.000000+00:00\", \"2019-08-11 16:11:09.000000+00:00\", \"2021-10-19 17:28:17.000000+00:00\", \"2021-04-25 12:54:48.000000+00:00\"], \"session_ids\": [\"f355dc6c-6ef0-4cc9-b697-0c77df534f77\", \"3ed19e66-9e77-4802-bd38-e7c11a10bfc8\", \"8dedfeb3-1706-4f3b-9671-7da0f4df93ab\", \"d0542fd5-12db-42c4-94ed-47cc768e3c75\"], \"total_duration\": 2077.0, \"total_sessions\": 4, \"mean_week_duration\": 18.061}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding 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[{\"9118\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-05-23 02:00:04.000000+00:00\", \"2021-11-20 01:11:42.000000+00:00\", \"2020-05-20 08:40:16.000000+00:00\", \"2020-08-12 04:10:28.000000+00:00\", \"2020-12-02 17:55:58.000000+00:00\", \"2019-01-19 19:47:18.000000+00:00\", \"2021-09-03 20:24:26.000000+00:00\", \"2020-01-05 18:07:56.000000+00:00\", \"2022-08-26 09:58:39.000000+00:00\", \"2023-03-24 22:46:04.000000+00:00\", \"2021-07-27 13:52:37.000000+00:00\"], \"session_ids\": [\"d0ab3a03-4220-47a2-ae1e-9ec83f791748\", \"7ac93e25-24cb-4e7f-8462-7fa35e1eb57a\", \"7af5fffe-e5d8-4f1f-bfb3-ee8f5f10458f\", \"6b8fa435-e699-4cb0-8b9e-9e4b7486802f\", \"eec083a8-ff95-43ff-9569-90b57153e08d\", \"cde7ac43-68c7-4bcc-b42e-73bb93cf5c96\", \"4b1791d5-a447-4757-a56b-ca7d75de46c6\", \"377ed6af-3721-4e5c-9c01-bcb201566ad8\", \"097aabc7-74cb-466a-9f53-527e80c248fe\", \"0f9309e8-00c9-4fa9-8904-d9814bbb1ace\", \"2c013ae6-9787-43fe-98b3-f468fd2c943f\"], \"total_duration\": 44829.0, \"total_sessions\": 11, \"mean_week_duration\": 205.638}}, {\"21751\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-02-17 21:50:05.000000+00:00\", \"2019-08-11 16:11:09.000000+00:00\", \"2021-10-19 17:28:17.000000+00:00\", \"2021-04-25 12:54:48.000000+00:00\"], \"session_ids\": [\"f355dc6c-6ef0-4cc9-b697-0c77df534f77\", \"3ed19e66-9e77-4802-bd38-e7c11a10bfc8\", \"8dedfeb3-1706-4f3b-9671-7da0f4df93ab\", \"d0542fd5-12db-42c4-94ed-47cc768e3c75\"], \"total_duration\": 2077.0, \"total_sessions\": 4, \"mean_week_duration\": 18.061}}]\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[{\"9118\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-05-23 02:00:04.000000+00:00\", \"2021-11-20 01:11:42.000000+00:00\", \"2020-05-20 08:40:16.000000+00:00\", \"2020-08-12 04:10:28.000000+00:00\", \"2020-12-02 17:55:58.000000+00:00\", \"2019-01-19 19:47:18.000000+00:00\", \"2021-09-03 20:24:26.000000+00:00\", \"2020-01-05 18:07:56.000000+00:00\", \"2022-08-26 09:58:39.000000+00:00\", \"2023-03-24 22:46:04.000000+00:00\", \"2021-07-27 13:52:37.000000+00:00\"], \"session_ids\": [\"d0ab3a03-4220-47a2-ae1e-9ec83f791748\", \"7ac93e25-24cb-4e7f-8462-7fa35e1eb57a\", \"7af5fffe-e5d8-4f1f-bfb3-ee8f5f10458f\", \"6b8fa435-e699-4cb0-8b9e-9e4b7486802f\", \"eec083a8-ff95-43ff-9569-90b57153e08d\", \"cde7ac43-68c7-4bcc-b42e-73bb93cf5c96\", \"4b1791d5-a447-4757-a56b-ca7d75de46c6\", \"377ed6af-3721-4e5c-9c01-bcb201566ad8\", \"097aabc7-74cb-466a-9f53-527e80c248fe\", \"0f9309e8-00c9-4fa9-8904-d9814bbb1ace\", \"2c013ae6-9787-43fe-98b3-f468fd2c943f\"], \"total_duration\": 44829.0, \"total_sessions\": 11, \"mean_week_duration\": 205.638}}, {\"21751\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-02-17 21:50:05.000000+00:00\", \"2019-08-11 16:11:09.000000+00:00\", \"2021-10-19 17:28:17.000000+00:00\", \"2021-04-25 12:54:48.000000+00:00\"], \"session_ids\": [\"f355dc6c-6ef0-4cc9-b697-0c77df534f77\", \"3ed19e66-9e77-4802-bd38-e7c11a10bfc8\", \"8dedfeb3-1706-4f3b-9671-7da0f4df93ab\", \"d0542fd5-12db-42c4-94ed-47cc768e3c75\"], \"total_duration\": 2077.0, \"total_sessions\": 4, \"mean_week_duration\": 18.061}}]\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": "Offer me knowledge about 5 users whose total sessions is smaller than 9 and bigger than 4 (not including) and in addition execute sorting by town_name from the smallest to the largest."
}
] |
[
{
"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{\"4107\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-15 19:34:58.000000+00:00\", \"2023-06-27 00:02:39.000000+00:00\"], \"session_ids\": [\"917bebec-2c01-4119-8afc-65a0a912b947\", \"de4ee99b-a5ba-4b32-a54e-b2e391bf3165\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 1.427}, \"72666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-12-02 05:00:26.000000+00:00\", \"2021-04-23 06:14:37.000000+00:00\"], \"session_ids\": [\"58e38581-ffb6-48e9-aa5d-3dfc13dfe136\", \"7624d548-70f3-4a0c-a21b-5de740a43ad5\"], \"total_duration\": 302.0, \"total_sessions\": 2, \"mean_week_duration\": 3.595}, \"88685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-04 23:41:37.000000+00:00\", \"2019-11-28 08:10:56.000000+00:00\", \"2020-06-17 13:33:09.000000+00:00\", \"2021-11-15 14:11:32.000000+00:00\", \"2023-05-30 19:19:11.000000+00:00\", \"2019-09-03 01:44:50.000000+00:00\", \"2019-10-06 21:20:08.000000+00:00\", \"2022-07-05 12:26:59.000000+00:00\"], \"session_ids\": [\"43c1a3ac-c36c-4ce1-92e3-0e38832396ba\", \"fbbfe2ca-88ac-46ac-9506-720492096943\", \"7bac6002-ca61-4ffc-aa40-b42ebccbb7b1\", \"567d97db-6ee2-4acc-bfeb-8c1a9fa38529\", \"9a9bc7bf-350a-422e-8614-f83507a23aa8\", \"9eae6a98-83c1-4043-b568-e7c9d5cd2b47\", \"d7f48353-f8e8-45e1-aad6-0078048024b8\", \"47c60dda-7bae-4317-91ef-05d90c768239\"], \"total_duration\": 11121.0, \"total_sessions\": 8, \"mean_week_duration\": 57.031}, \"71600\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-02-25 19:36:12.000000+00:00\", \"2021-03-28 13:07:27.000000+00:00\"], \"session_ids\": [\"01282d0d-591c-4a34-b0f7-bba8ec0f174a\", \"4f88ec28-1bbf-416d-9b16-27d0d924748d\"], \"total_duration\": 454.0, \"total_sessions\": 2, \"mean_week_duration\": 4.165}, \"31119\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-09 02:40:14.000000+00:00\", \"2021-10-30 05:01:24.000000+00:00\", \"2020-01-14 02:33:11.000000+00:00\"], \"session_ids\": [\"06ce51bb-9a47-43a0-a40a-133a84431a58\", \"e6986c3a-b026-45ca-840c-4514b02888e8\", \"ee330a71-381a-4533-9ba4-bfd8f21d72ad\"], \"total_duration\": 181.0, \"total_sessions\": 3, \"mean_week_duration\": 1.351}, \"95702\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-04-28 15:35:34.000000+00:00\", \"2020-03-18 05:45:42.000000+00:00\"], \"session_ids\": [\"243a765f-d2fa-4f9b-acdd-c61ebf5f7e3b\", \"58438308-2b90-46cc-8e9e-7d29985b31db\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 5.667}, \"27285\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-04-26 02:21:53.000000+00:00\", \"2021-02-20 19:27:32.000000+00:00\"], \"session_ids\": [\"1884e6e9-f919-4186-a1b9-5da4aaf348d0\", \"fb3df835-4a97-4f3a-ba1a-ea4b5d1826ea\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 1.018}, \"86861\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-20 21:58:56.000000+00:00\", \"2022-06-19 06:53:32.000000+00:00\", \"2020-11-30 14:49:57.000000+00:00\", \"2022-07-19 00:42:20.000000+00:00\", \"2019-11-27 20:44:52.000000+00:00\"], \"session_ids\": [\"a245ceb0-298e-4459-b60a-147db6b887a7\", \"7eae58f0-e9df-487d-b576-11d18ef4c7c3\", \"f1d44ad2-ea9c-42cb-864c-c0480c5788a0\", \"863bac7e-6e95-404d-8992-440a5bf8e773\", \"b6843d3a-7987-4975-9237-31037deced0d\"], \"total_duration\": 624.0, \"total_sessions\": 5, \"mean_week_duration\": 4.522}, \"83014\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2022-11-13 15:53:38.000000+00:00\", \"2020-01-14 12:20:20.000000+00:00\"], \"session_ids\": [\"bd019919-ac3f-4d5f-8787-92ccf2e9078d\", \"8087ccb8-b091-4ea0-a358-0b4380dab56e\"], \"total_duration\": 357.0, \"total_sessions\": 2, \"mean_week_duration\": 2.412}, \"7521\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-21 10:10:36.000000+00:00\", \"2019-09-24 16:30:39.000000+00:00\"], \"session_ids\": [\"e6afa650-d05d-4395-9ea7-7480200c3960\", \"dd04cea1-b767-4a83-baf1-b6bb4506780c\"], \"total_duration\": 169.0, \"total_sessions\": 2, \"mean_week_duration\": 2.77}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 4 and are equal or less than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[4, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-04 23:41:37.000000+00:00\", \"2019-11-28 08:10:56.000000+00:00\", \"2020-06-17 13:33:09.000000+00:00\", \"2021-11-15 14:11:32.000000+00:00\", \"2023-05-30 19:19:11.000000+00:00\", \"2019-09-03 01:44:50.000000+00:00\", \"2019-10-06 21:20:08.000000+00:00\", \"2022-07-05 12:26:59.000000+00:00\"], \"session_ids\": [\"43c1a3ac-c36c-4ce1-92e3-0e38832396ba\", \"fbbfe2ca-88ac-46ac-9506-720492096943\", \"7bac6002-ca61-4ffc-aa40-b42ebccbb7b1\", \"567d97db-6ee2-4acc-bfeb-8c1a9fa38529\", \"9a9bc7bf-350a-422e-8614-f83507a23aa8\", \"9eae6a98-83c1-4043-b568-e7c9d5cd2b47\", \"d7f48353-f8e8-45e1-aad6-0078048024b8\", \"47c60dda-7bae-4317-91ef-05d90c768239\"], \"total_duration\": 11121.0, \"total_sessions\": 8, \"mean_week_duration\": 57.031}, \"86861\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-20 21:58:56.000000+00:00\", \"2022-06-19 06:53:32.000000+00:00\", \"2020-11-30 14:49:57.000000+00:00\", \"2022-07-19 00:42:20.000000+00:00\", \"2019-11-27 20:44:52.000000+00:00\"], \"session_ids\": [\"a245ceb0-298e-4459-b60a-147db6b887a7\", \"7eae58f0-e9df-487d-b576-11d18ef4c7c3\", \"f1d44ad2-ea9c-42cb-864c-c0480c5788a0\", \"863bac7e-6e95-404d-8992-440a5bf8e773\", \"b6843d3a-7987-4975-9237-31037deced0d\"], \"total_duration\": 624.0, \"total_sessions\": 5, \"mean_week_duration\": 4.522}}\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[{\"86861\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-20 21:58:56.000000+00:00\", \"2022-06-19 06:53:32.000000+00:00\", \"2020-11-30 14:49:57.000000+00:00\", \"2022-07-19 00:42:20.000000+00:00\", \"2019-11-27 20:44:52.000000+00:00\"], \"session_ids\": [\"a245ceb0-298e-4459-b60a-147db6b887a7\", \"7eae58f0-e9df-487d-b576-11d18ef4c7c3\", \"f1d44ad2-ea9c-42cb-864c-c0480c5788a0\", \"863bac7e-6e95-404d-8992-440a5bf8e773\", \"b6843d3a-7987-4975-9237-31037deced0d\"], \"total_duration\": 624.0, \"total_sessions\": 5, \"mean_week_duration\": 4.522}}, {\"88685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-04 23:41:37.000000+00:00\", \"2019-11-28 08:10:56.000000+00:00\", \"2020-06-17 13:33:09.000000+00:00\", \"2021-11-15 14:11:32.000000+00:00\", \"2023-05-30 19:19:11.000000+00:00\", \"2019-09-03 01:44:50.000000+00:00\", \"2019-10-06 21:20:08.000000+00:00\", \"2022-07-05 12:26:59.000000+00:00\"], \"session_ids\": [\"43c1a3ac-c36c-4ce1-92e3-0e38832396ba\", \"fbbfe2ca-88ac-46ac-9506-720492096943\", \"7bac6002-ca61-4ffc-aa40-b42ebccbb7b1\", \"567d97db-6ee2-4acc-bfeb-8c1a9fa38529\", \"9a9bc7bf-350a-422e-8614-f83507a23aa8\", \"9eae6a98-83c1-4043-b568-e7c9d5cd2b47\", \"d7f48353-f8e8-45e1-aad6-0078048024b8\", \"47c60dda-7bae-4317-91ef-05d90c768239\"], \"total_duration\": 11121.0, \"total_sessions\": 8, \"mean_week_duration\": 57.031}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"86861\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-20 21:58:56.000000+00:00\", \"2022-06-19 06:53:32.000000+00:00\", \"2020-11-30 14:49:57.000000+00:00\", \"2022-07-19 00:42:20.000000+00:00\", \"2019-11-27 20:44:52.000000+00:00\"], \"session_ids\": [\"a245ceb0-298e-4459-b60a-147db6b887a7\", \"7eae58f0-e9df-487d-b576-11d18ef4c7c3\", \"f1d44ad2-ea9c-42cb-864c-c0480c5788a0\", \"863bac7e-6e95-404d-8992-440a5bf8e773\", \"b6843d3a-7987-4975-9237-31037deced0d\"], \"total_duration\": 624.0, \"total_sessions\": 5, \"mean_week_duration\": 4.522}}, {\"88685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-04 23:41:37.000000+00:00\", \"2019-11-28 08:10:56.000000+00:00\", \"2020-06-17 13:33:09.000000+00:00\", \"2021-11-15 14:11:32.000000+00:00\", \"2023-05-30 19:19:11.000000+00:00\", \"2019-09-03 01:44:50.000000+00:00\", \"2019-10-06 21:20:08.000000+00:00\", \"2022-07-05 12:26:59.000000+00:00\"], \"session_ids\": [\"43c1a3ac-c36c-4ce1-92e3-0e38832396ba\", \"fbbfe2ca-88ac-46ac-9506-720492096943\", \"7bac6002-ca61-4ffc-aa40-b42ebccbb7b1\", \"567d97db-6ee2-4acc-bfeb-8c1a9fa38529\", \"9a9bc7bf-350a-422e-8614-f83507a23aa8\", \"9eae6a98-83c1-4043-b568-e7c9d5cd2b47\", \"d7f48353-f8e8-45e1-aad6-0078048024b8\", \"47c60dda-7bae-4317-91ef-05d90c768239\"], \"total_duration\": 11121.0, \"total_sessions\": 8, \"mean_week_duration\": 57.031}}]\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[{\"86861\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-08-20 21:58:56.000000+00:00\", \"2022-06-19 06:53:32.000000+00:00\", \"2020-11-30 14:49:57.000000+00:00\", \"2022-07-19 00:42:20.000000+00:00\", \"2019-11-27 20:44:52.000000+00:00\"], \"session_ids\": [\"a245ceb0-298e-4459-b60a-147db6b887a7\", \"7eae58f0-e9df-487d-b576-11d18ef4c7c3\", \"f1d44ad2-ea9c-42cb-864c-c0480c5788a0\", \"863bac7e-6e95-404d-8992-440a5bf8e773\", \"b6843d3a-7987-4975-9237-31037deced0d\"], \"total_duration\": 624.0, \"total_sessions\": 5, \"mean_week_duration\": 4.522}}, {\"88685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-04 23:41:37.000000+00:00\", \"2019-11-28 08:10:56.000000+00:00\", \"2020-06-17 13:33:09.000000+00:00\", \"2021-11-15 14:11:32.000000+00:00\", \"2023-05-30 19:19:11.000000+00:00\", \"2019-09-03 01:44:50.000000+00:00\", \"2019-10-06 21:20:08.000000+00:00\", \"2022-07-05 12:26:59.000000+00:00\"], \"session_ids\": [\"43c1a3ac-c36c-4ce1-92e3-0e38832396ba\", \"fbbfe2ca-88ac-46ac-9506-720492096943\", \"7bac6002-ca61-4ffc-aa40-b42ebccbb7b1\", \"567d97db-6ee2-4acc-bfeb-8c1a9fa38529\", \"9a9bc7bf-350a-422e-8614-f83507a23aa8\", \"9eae6a98-83c1-4043-b568-e7c9d5cd2b47\", \"d7f48353-f8e8-45e1-aad6-0078048024b8\", \"47c60dda-7bae-4317-91ef-05d90c768239\"], \"total_duration\": 11121.0, \"total_sessions\": 8, \"mean_week_duration\": 57.031}}]\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": "Offer me knowledge about users with a aver of time using the app per week that is <= 21 , and implement sorting by name of the town in desc , keep only 4 records."
}
] |
[
{
"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{\"53739\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-21 13:35:25.000000+00:00\", \"2019-05-25 08:20:03.000000+00:00\", \"2019-08-28 07:37:28.000000+00:00\"], \"session_ids\": [\"787abf77-a485-4805-9b17-e1d4841b5ecb\", \"de5bc496-3888-470f-b66d-543779c12d86\", \"f4aa01e1-d769-48b6-a60b-95cc5448172a\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 2.41}, \"55365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-04-13 11:17:40.000000+00:00\", \"2020-07-08 13:13:00.000000+00:00\", \"2022-06-26 04:15:39.000000+00:00\", \"2019-11-23 06:06:57.000000+00:00\"], \"session_ids\": [\"67af6928-fa53-4dc0-a3a0-899204e696fb\", \"9aee059c-5697-480e-8cf8-9e7ab6e2f21e\", \"0c6ca4af-46c6-4f8a-9803-f5970b4c126d\", \"62aa3782-8dea-46b5-9ab2-5e791f63b0b6\"], \"total_duration\": 43.0, \"total_sessions\": 4, \"mean_week_duration\": 0.319}, \"83512\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-02-14 19:00:08.000000+00:00\", \"2022-01-19 13:46:16.000000+00:00\"], \"session_ids\": [\"c27faaad-e2a9-4fd4-b522-61fdcbc03f1c\", \"14394287-4414-4ea2-8f15-efdae6300016\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.592}, \"90255\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-11 13:28:05.000000+00:00\", \"2021-02-13 08:17:23.000000+00:00\"], \"session_ids\": [\"3883d559-073e-4b2d-b8a5-1fdec470bda3\", \"f454e524-afe8-4e50-a77e-42050cea50c7\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.299}, \"4063\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-20 15:58:02.000000+00:00\", \"2019-02-11 18:21:08.000000+00:00\", \"2023-06-07 09:55:51.000000+00:00\", \"2021-02-23 14:48:51.000000+00:00\", \"2019-06-03 12:23:15.000000+00:00\"], \"session_ids\": [\"77fb94d4-742d-47e7-8e3f-59c28a8b936c\", \"ebfd9c80-c999-403b-8e7e-7a4826f46b78\", \"bda4cfa4-a051-410b-b047-3ae5cf7ce218\", \"a838632f-716c-4dd9-8dcb-9100a0c5aa06\", \"1318cbca-df31-4b3e-b266-21874aeaba46\"], \"total_duration\": 89.0, \"total_sessions\": 5, \"mean_week_duration\": 0.394}, \"4506\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-05-05 17:10:23.000000+00:00\", \"2022-02-24 02:01:20.000000+00:00\"], \"session_ids\": [\"d5b4e255-bb19-4582-a8d0-a7dbc413a06e\", \"386e2660-62c3-49aa-bb4e-fdccd2354889\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 6.333}, \"63578\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-19 06:05:47.000000+00:00\", \"2023-06-09 20:26:48.000000+00:00\"], \"session_ids\": [\"64b1464f-df07-4957-bf6f-03f6ce699d25\", \"8f55f58a-dbca-40c7-82e8-39107e578327\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 4.438}, \"61250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-01 02:01:51.000000+00:00\", \"2019-08-18 12:14:21.000000+00:00\", \"2019-02-22 12:36:13.000000+00:00\"], \"session_ids\": [\"1528d1c4-5b10-4f35-b9ca-cce48dc41252\", \"4cb92c4f-80b7-418c-acba-fab4f661ed2d\", \"c531c62d-bc2c-4d8e-9115-0d67a739d84e\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.202}, \"50437\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-04-05 19:18:38.000000+00:00\", \"2019-09-15 05:56:53.000000+00:00\"], \"session_ids\": [\"e53272a8-6a3f-4cd7-844f-8c6f556258b2\", \"eb341c1e-69fb-47b6-8240-c3322c6c7476\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.396}, \"30623\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-04 12:34:28.000000+00:00\", \"2020-09-01 03:22:11.000000+00:00\"], \"session_ids\": [\"2dead00b-7845-4422-a8cb-31c3e2cfb023\", \"d446d6be-69a9-4d43-b48a-837cf13c2d8f\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 3.271}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 21"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[21, 30]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53739\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-21 13:35:25.000000+00:00\", \"2019-05-25 08:20:03.000000+00:00\", \"2019-08-28 07:37:28.000000+00:00\"], \"session_ids\": [\"787abf77-a485-4805-9b17-e1d4841b5ecb\", \"de5bc496-3888-470f-b66d-543779c12d86\", \"f4aa01e1-d769-48b6-a60b-95cc5448172a\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 2.41}, \"55365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-04-13 11:17:40.000000+00:00\", \"2020-07-08 13:13:00.000000+00:00\", \"2022-06-26 04:15:39.000000+00:00\", \"2019-11-23 06:06:57.000000+00:00\"], \"session_ids\": [\"67af6928-fa53-4dc0-a3a0-899204e696fb\", \"9aee059c-5697-480e-8cf8-9e7ab6e2f21e\", \"0c6ca4af-46c6-4f8a-9803-f5970b4c126d\", \"62aa3782-8dea-46b5-9ab2-5e791f63b0b6\"], \"total_duration\": 43.0, \"total_sessions\": 4, \"mean_week_duration\": 0.319}, \"83512\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-02-14 19:00:08.000000+00:00\", \"2022-01-19 13:46:16.000000+00:00\"], \"session_ids\": [\"c27faaad-e2a9-4fd4-b522-61fdcbc03f1c\", \"14394287-4414-4ea2-8f15-efdae6300016\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.592}, \"90255\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-11 13:28:05.000000+00:00\", \"2021-02-13 08:17:23.000000+00:00\"], \"session_ids\": [\"3883d559-073e-4b2d-b8a5-1fdec470bda3\", \"f454e524-afe8-4e50-a77e-42050cea50c7\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.299}, \"4063\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-20 15:58:02.000000+00:00\", \"2019-02-11 18:21:08.000000+00:00\", \"2023-06-07 09:55:51.000000+00:00\", \"2021-02-23 14:48:51.000000+00:00\", \"2019-06-03 12:23:15.000000+00:00\"], \"session_ids\": [\"77fb94d4-742d-47e7-8e3f-59c28a8b936c\", \"ebfd9c80-c999-403b-8e7e-7a4826f46b78\", \"bda4cfa4-a051-410b-b047-3ae5cf7ce218\", \"a838632f-716c-4dd9-8dcb-9100a0c5aa06\", \"1318cbca-df31-4b3e-b266-21874aeaba46\"], \"total_duration\": 89.0, \"total_sessions\": 5, \"mean_week_duration\": 0.394}, \"4506\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-05-05 17:10:23.000000+00:00\", \"2022-02-24 02:01:20.000000+00:00\"], \"session_ids\": [\"d5b4e255-bb19-4582-a8d0-a7dbc413a06e\", \"386e2660-62c3-49aa-bb4e-fdccd2354889\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 6.333}, \"63578\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-19 06:05:47.000000+00:00\", \"2023-06-09 20:26:48.000000+00:00\"], \"session_ids\": [\"64b1464f-df07-4957-bf6f-03f6ce699d25\", \"8f55f58a-dbca-40c7-82e8-39107e578327\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 4.438}, \"61250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-01 02:01:51.000000+00:00\", \"2019-08-18 12:14:21.000000+00:00\", \"2019-02-22 12:36:13.000000+00:00\"], \"session_ids\": [\"1528d1c4-5b10-4f35-b9ca-cce48dc41252\", \"4cb92c4f-80b7-418c-acba-fab4f661ed2d\", \"c531c62d-bc2c-4d8e-9115-0d67a739d84e\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.202}, \"50437\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-04-05 19:18:38.000000+00:00\", \"2019-09-15 05:56:53.000000+00:00\"], \"session_ids\": [\"e53272a8-6a3f-4cd7-844f-8c6f556258b2\", \"eb341c1e-69fb-47b6-8240-c3322c6c7476\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.396}, \"30623\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-04 12:34:28.000000+00:00\", \"2020-09-01 03:22:11.000000+00:00\"], \"session_ids\": [\"2dead00b-7845-4422-a8cb-31c3e2cfb023\", \"d446d6be-69a9-4d43-b48a-837cf13c2d8f\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 3.271}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"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[{\"50437\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-04-05 19:18:38.000000+00:00\", \"2019-09-15 05:56:53.000000+00:00\"], \"session_ids\": [\"e53272a8-6a3f-4cd7-844f-8c6f556258b2\", \"eb341c1e-69fb-47b6-8240-c3322c6c7476\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.396}}, {\"90255\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-11 13:28:05.000000+00:00\", \"2021-02-13 08:17:23.000000+00:00\"], \"session_ids\": [\"3883d559-073e-4b2d-b8a5-1fdec470bda3\", \"f454e524-afe8-4e50-a77e-42050cea50c7\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.299}}, {\"61250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-01 02:01:51.000000+00:00\", \"2019-08-18 12:14:21.000000+00:00\", \"2019-02-22 12:36:13.000000+00:00\"], \"session_ids\": [\"1528d1c4-5b10-4f35-b9ca-cce48dc41252\", \"4cb92c4f-80b7-418c-acba-fab4f661ed2d\", \"c531c62d-bc2c-4d8e-9115-0d67a739d84e\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.202}}, {\"83512\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-02-14 19:00:08.000000+00:00\", \"2022-01-19 13:46:16.000000+00:00\"], \"session_ids\": [\"c27faaad-e2a9-4fd4-b522-61fdcbc03f1c\", \"14394287-4414-4ea2-8f15-efdae6300016\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.592}}, {\"4063\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-20 15:58:02.000000+00:00\", \"2019-02-11 18:21:08.000000+00:00\", \"2023-06-07 09:55:51.000000+00:00\", \"2021-02-23 14:48:51.000000+00:00\", \"2019-06-03 12:23:15.000000+00:00\"], \"session_ids\": [\"77fb94d4-742d-47e7-8e3f-59c28a8b936c\", \"ebfd9c80-c999-403b-8e7e-7a4826f46b78\", \"bda4cfa4-a051-410b-b047-3ae5cf7ce218\", \"a838632f-716c-4dd9-8dcb-9100a0c5aa06\", \"1318cbca-df31-4b3e-b266-21874aeaba46\"], \"total_duration\": 89.0, \"total_sessions\": 5, \"mean_week_duration\": 0.394}}, {\"4506\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-05-05 17:10:23.000000+00:00\", \"2022-02-24 02:01:20.000000+00:00\"], \"session_ids\": [\"d5b4e255-bb19-4582-a8d0-a7dbc413a06e\", \"386e2660-62c3-49aa-bb4e-fdccd2354889\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 6.333}}, {\"63578\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-19 06:05:47.000000+00:00\", \"2023-06-09 20:26:48.000000+00:00\"], \"session_ids\": [\"64b1464f-df07-4957-bf6f-03f6ce699d25\", \"8f55f58a-dbca-40c7-82e8-39107e578327\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 4.438}}, {\"30623\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-04 12:34:28.000000+00:00\", \"2020-09-01 03:22:11.000000+00:00\"], \"session_ids\": [\"2dead00b-7845-4422-a8cb-31c3e2cfb023\", \"d446d6be-69a9-4d43-b48a-837cf13c2d8f\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 3.271}}, {\"55365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-04-13 11:17:40.000000+00:00\", \"2020-07-08 13:13:00.000000+00:00\", \"2022-06-26 04:15:39.000000+00:00\", \"2019-11-23 06:06:57.000000+00:00\"], \"session_ids\": [\"67af6928-fa53-4dc0-a3a0-899204e696fb\", \"9aee059c-5697-480e-8cf8-9e7ab6e2f21e\", \"0c6ca4af-46c6-4f8a-9803-f5970b4c126d\", \"62aa3782-8dea-46b5-9ab2-5e791f63b0b6\"], \"total_duration\": 43.0, \"total_sessions\": 4, \"mean_week_duration\": 0.319}}, {\"53739\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-21 13:35:25.000000+00:00\", \"2019-05-25 08:20:03.000000+00:00\", \"2019-08-28 07:37:28.000000+00:00\"], \"session_ids\": [\"787abf77-a485-4805-9b17-e1d4841b5ecb\", \"de5bc496-3888-470f-b66d-543779c12d86\", \"f4aa01e1-d769-48b6-a60b-95cc5448172a\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 2.41}}]\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[{\"50437\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-04-05 19:18:38.000000+00:00\", \"2019-09-15 05:56:53.000000+00:00\"], \"session_ids\": [\"e53272a8-6a3f-4cd7-844f-8c6f556258b2\", \"eb341c1e-69fb-47b6-8240-c3322c6c7476\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.396}}, {\"90255\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-11 13:28:05.000000+00:00\", \"2021-02-13 08:17:23.000000+00:00\"], \"session_ids\": [\"3883d559-073e-4b2d-b8a5-1fdec470bda3\", \"f454e524-afe8-4e50-a77e-42050cea50c7\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.299}}, {\"61250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-01 02:01:51.000000+00:00\", \"2019-08-18 12:14:21.000000+00:00\", \"2019-02-22 12:36:13.000000+00:00\"], \"session_ids\": [\"1528d1c4-5b10-4f35-b9ca-cce48dc41252\", \"4cb92c4f-80b7-418c-acba-fab4f661ed2d\", \"c531c62d-bc2c-4d8e-9115-0d67a739d84e\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.202}}, {\"83512\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-02-14 19:00:08.000000+00:00\", \"2022-01-19 13:46:16.000000+00:00\"], \"session_ids\": [\"c27faaad-e2a9-4fd4-b522-61fdcbc03f1c\", \"14394287-4414-4ea2-8f15-efdae6300016\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.592}}]\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[{\"50437\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-04-05 19:18:38.000000+00:00\", \"2019-09-15 05:56:53.000000+00:00\"], \"session_ids\": [\"e53272a8-6a3f-4cd7-844f-8c6f556258b2\", \"eb341c1e-69fb-47b6-8240-c3322c6c7476\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.396}}, {\"90255\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-11 13:28:05.000000+00:00\", \"2021-02-13 08:17:23.000000+00:00\"], \"session_ids\": [\"3883d559-073e-4b2d-b8a5-1fdec470bda3\", \"f454e524-afe8-4e50-a77e-42050cea50c7\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.299}}, {\"61250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-01 02:01:51.000000+00:00\", \"2019-08-18 12:14:21.000000+00:00\", \"2019-02-22 12:36:13.000000+00:00\"], \"session_ids\": [\"1528d1c4-5b10-4f35-b9ca-cce48dc41252\", \"4cb92c4f-80b7-418c-acba-fab4f661ed2d\", \"c531c62d-bc2c-4d8e-9115-0d67a739d84e\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.202}}, {\"83512\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-02-14 19:00:08.000000+00:00\", \"2022-01-19 13:46:16.000000+00:00\"], \"session_ids\": [\"c27faaad-e2a9-4fd4-b522-61fdcbc03f1c\", \"14394287-4414-4ea2-8f15-efdae6300016\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.592}}]\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 users who aren't residing in city Belize City and in addition sort by urban title 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{\"22769\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-31 10:44:12.000000+00:00\", \"2019-07-11 18:02:30.000000+00:00\", \"2022-03-03 15:01:18.000000+00:00\", \"2022-08-19 07:11:19.000000+00:00\", \"2020-07-18 07:01:52.000000+00:00\"], \"session_ids\": [\"3dbc887e-b017-4daf-b58b-bcf66490e924\", \"918a8993-4a09-45b5-a9ed-17220cc6b0cb\", \"b1398ac8-85d4-428a-93d6-316c91dcc70b\", \"b4aa6edd-4ddb-4872-a380-29f8770d6a5a\", \"9a6de828-533a-4624-a3fd-f7656f326076\"], \"total_duration\": 3454.0, \"total_sessions\": 5, \"mean_week_duration\": 21.321}, \"67109\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2022-08-12 01:57:14.000000+00:00\", \"2021-12-30 12:17:49.000000+00:00\", \"2022-08-07 07:58:26.000000+00:00\", \"2023-05-04 19:17:58.000000+00:00\", \"2021-01-12 07:39:58.000000+00:00\", \"2019-10-15 13:54:23.000000+00:00\", \"2023-02-17 05:44:50.000000+00:00\"], \"session_ids\": [\"bce71b3b-32d7-434b-bcc6-4fdaa7bad4ff\", \"67298603-6ad7-4975-9146-5f7aec7462f6\", \"4d79a777-de60-4b6d-bd2a-3d040d5afecc\", \"9429283c-a890-4fbb-b36a-37e90c9442b4\", \"9f2afecb-4c68-40f1-a8e4-ad3fa1eadbf3\", \"2e86d019-b878-40cb-8838-5c4c7a19971b\", \"68a2b281-4a39-4fa0-b1f5-536909830c30\"], \"total_duration\": 866.0, \"total_sessions\": 7, \"mean_week_duration\": 4.656}, \"21449\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-10-02 14:17:56.000000+00:00\", \"2020-06-21 09:00:52.000000+00:00\"], \"session_ids\": [\"16dc5b21-4971-4854-8fd7-411eacebf4a9\", \"e0c87d21-b249-4456-b022-7b07aa033c0d\"], \"total_duration\": 449.0, \"total_sessions\": 2, \"mean_week_duration\": 29.933}, \"40719\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-20 11:09:47.000000+00:00\", \"2021-08-01 16:05:28.000000+00:00\"], \"session_ids\": [\"9d6061e4-b0c9-4819-abcf-ae2c309a1618\", \"cdcd188d-b88a-4ec6-b9a5-eeefbfe37d64\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 2.961}, \"35711\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-08-07 00:10:44.000000+00:00\", \"2021-12-02 03:14:46.000000+00:00\", \"2021-08-04 07:03:36.000000+00:00\", \"2019-11-13 23:58:52.000000+00:00\", \"2022-12-04 09:38:56.000000+00:00\"], \"session_ids\": [\"32e4b929-3379-4619-9926-21b8d8f1fb57\", \"10451091-f822-43cb-adcf-c22616163b4d\", \"868ed9e1-509f-4d7e-b9f4-755abf480429\", \"39126ccc-73fb-44b0-9e84-6fccc282e1d1\", \"5a88535d-2892-44b4-bb42-831375058497\"], \"total_duration\": 1561.0, \"total_sessions\": 5, \"mean_week_duration\": 9.756}, \"7535\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-10-11 07:35:21.000000+00:00\", \"2022-02-03 00:09:42.000000+00:00\"], \"session_ids\": [\"d6a32933-62f8-4e07-9dc7-4ef55edca262\", \"4a717823-9c0d-4361-82cc-ca2189828769\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 1.261}, \"99469\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-18 18:43:15.000000+00:00\", \"2021-06-05 20:09:42.000000+00:00\", \"2021-07-21 15:35:25.000000+00:00\", \"2021-11-28 10:17:35.000000+00:00\"], \"session_ids\": [\"d0cea0b0-6f87-430c-a10b-4aa8958cfc9c\", \"beb88afa-67a2-4a10-9f29-975542bbfad8\", \"803d637f-5748-4df3-8604-9b0a4d504350\", \"fe7539a1-7271-4c86-86fb-a73915bdfac0\"], \"total_duration\": 318.0, \"total_sessions\": 4, \"mean_week_duration\": 8.595}, \"44111\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-12 06:10:16.000000+00:00\", \"2021-06-18 23:00:38.000000+00:00\"], \"session_ids\": [\"a5e2abe4-6ddc-4582-a79d-ac95f664a5ee\", \"f5f96320-6f97-483c-866a-4a3fe52c082c\"], \"total_duration\": 343.0, \"total_sessions\": 2, \"mean_week_duration\": 4.083}, \"72400\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-11 19:08:54.000000+00:00\", \"2021-03-24 10:06:06.000000+00:00\"], \"session_ids\": [\"91a94efe-ed87-435c-aa70-7bea61b8df8f\", \"efd80192-f758-4c58-bc13-6f92a8197ee2\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 114.0}, \"63429\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-03-04 11:11:01.000000+00:00\", \"2020-05-13 13:41:15.000000+00:00\"], \"session_ids\": [\"db3189cc-71fd-40bb-b5ed-e7b0a784b611\", \"ce9de9d5-c201-4c87-858c-fdb3c5f5edf4\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 3.222}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Belize City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Belize City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"22769\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-31 10:44:12.000000+00:00\", \"2019-07-11 18:02:30.000000+00:00\", \"2022-03-03 15:01:18.000000+00:00\", \"2022-08-19 07:11:19.000000+00:00\", \"2020-07-18 07:01:52.000000+00:00\"], \"session_ids\": [\"3dbc887e-b017-4daf-b58b-bcf66490e924\", \"918a8993-4a09-45b5-a9ed-17220cc6b0cb\", \"b1398ac8-85d4-428a-93d6-316c91dcc70b\", \"b4aa6edd-4ddb-4872-a380-29f8770d6a5a\", \"9a6de828-533a-4624-a3fd-f7656f326076\"], \"total_duration\": 3454.0, \"total_sessions\": 5, \"mean_week_duration\": 21.321}, \"67109\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2022-08-12 01:57:14.000000+00:00\", \"2021-12-30 12:17:49.000000+00:00\", \"2022-08-07 07:58:26.000000+00:00\", \"2023-05-04 19:17:58.000000+00:00\", \"2021-01-12 07:39:58.000000+00:00\", \"2019-10-15 13:54:23.000000+00:00\", \"2023-02-17 05:44:50.000000+00:00\"], \"session_ids\": [\"bce71b3b-32d7-434b-bcc6-4fdaa7bad4ff\", \"67298603-6ad7-4975-9146-5f7aec7462f6\", \"4d79a777-de60-4b6d-bd2a-3d040d5afecc\", \"9429283c-a890-4fbb-b36a-37e90c9442b4\", \"9f2afecb-4c68-40f1-a8e4-ad3fa1eadbf3\", \"2e86d019-b878-40cb-8838-5c4c7a19971b\", \"68a2b281-4a39-4fa0-b1f5-536909830c30\"], \"total_duration\": 866.0, \"total_sessions\": 7, \"mean_week_duration\": 4.656}, \"21449\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-10-02 14:17:56.000000+00:00\", \"2020-06-21 09:00:52.000000+00:00\"], \"session_ids\": [\"16dc5b21-4971-4854-8fd7-411eacebf4a9\", \"e0c87d21-b249-4456-b022-7b07aa033c0d\"], \"total_duration\": 449.0, \"total_sessions\": 2, \"mean_week_duration\": 29.933}, \"40719\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-20 11:09:47.000000+00:00\", \"2021-08-01 16:05:28.000000+00:00\"], \"session_ids\": [\"9d6061e4-b0c9-4819-abcf-ae2c309a1618\", \"cdcd188d-b88a-4ec6-b9a5-eeefbfe37d64\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 2.961}, \"35711\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-08-07 00:10:44.000000+00:00\", \"2021-12-02 03:14:46.000000+00:00\", \"2021-08-04 07:03:36.000000+00:00\", \"2019-11-13 23:58:52.000000+00:00\", \"2022-12-04 09:38:56.000000+00:00\"], \"session_ids\": [\"32e4b929-3379-4619-9926-21b8d8f1fb57\", \"10451091-f822-43cb-adcf-c22616163b4d\", \"868ed9e1-509f-4d7e-b9f4-755abf480429\", \"39126ccc-73fb-44b0-9e84-6fccc282e1d1\", \"5a88535d-2892-44b4-bb42-831375058497\"], \"total_duration\": 1561.0, \"total_sessions\": 5, \"mean_week_duration\": 9.756}, \"7535\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-10-11 07:35:21.000000+00:00\", \"2022-02-03 00:09:42.000000+00:00\"], \"session_ids\": [\"d6a32933-62f8-4e07-9dc7-4ef55edca262\", \"4a717823-9c0d-4361-82cc-ca2189828769\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 1.261}, \"99469\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-18 18:43:15.000000+00:00\", \"2021-06-05 20:09:42.000000+00:00\", \"2021-07-21 15:35:25.000000+00:00\", \"2021-11-28 10:17:35.000000+00:00\"], \"session_ids\": [\"d0cea0b0-6f87-430c-a10b-4aa8958cfc9c\", \"beb88afa-67a2-4a10-9f29-975542bbfad8\", \"803d637f-5748-4df3-8604-9b0a4d504350\", \"fe7539a1-7271-4c86-86fb-a73915bdfac0\"], \"total_duration\": 318.0, \"total_sessions\": 4, \"mean_week_duration\": 8.595}, \"44111\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-12 06:10:16.000000+00:00\", \"2021-06-18 23:00:38.000000+00:00\"], \"session_ids\": [\"a5e2abe4-6ddc-4582-a79d-ac95f664a5ee\", \"f5f96320-6f97-483c-866a-4a3fe52c082c\"], \"total_duration\": 343.0, \"total_sessions\": 2, \"mean_week_duration\": 4.083}, \"72400\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-11 19:08:54.000000+00:00\", \"2021-03-24 10:06:06.000000+00:00\"], \"session_ids\": [\"91a94efe-ed87-435c-aa70-7bea61b8df8f\", \"efd80192-f758-4c58-bc13-6f92a8197ee2\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 114.0}, \"63429\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-03-04 11:11:01.000000+00:00\", \"2020-05-13 13:41:15.000000+00:00\"], \"session_ids\": [\"db3189cc-71fd-40bb-b5ed-e7b0a784b611\", \"ce9de9d5-c201-4c87-858c-fdb3c5f5edf4\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 3.222}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"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[{\"7535\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-10-11 07:35:21.000000+00:00\", \"2022-02-03 00:09:42.000000+00:00\"], \"session_ids\": [\"d6a32933-62f8-4e07-9dc7-4ef55edca262\", \"4a717823-9c0d-4361-82cc-ca2189828769\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 1.261}}, {\"63429\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-03-04 11:11:01.000000+00:00\", \"2020-05-13 13:41:15.000000+00:00\"], \"session_ids\": [\"db3189cc-71fd-40bb-b5ed-e7b0a784b611\", \"ce9de9d5-c201-4c87-858c-fdb3c5f5edf4\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 3.222}}, {\"67109\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2022-08-12 01:57:14.000000+00:00\", \"2021-12-30 12:17:49.000000+00:00\", \"2022-08-07 07:58:26.000000+00:00\", \"2023-05-04 19:17:58.000000+00:00\", \"2021-01-12 07:39:58.000000+00:00\", \"2019-10-15 13:54:23.000000+00:00\", \"2023-02-17 05:44:50.000000+00:00\"], \"session_ids\": [\"bce71b3b-32d7-434b-bcc6-4fdaa7bad4ff\", \"67298603-6ad7-4975-9146-5f7aec7462f6\", \"4d79a777-de60-4b6d-bd2a-3d040d5afecc\", \"9429283c-a890-4fbb-b36a-37e90c9442b4\", \"9f2afecb-4c68-40f1-a8e4-ad3fa1eadbf3\", \"2e86d019-b878-40cb-8838-5c4c7a19971b\", \"68a2b281-4a39-4fa0-b1f5-536909830c30\"], \"total_duration\": 866.0, \"total_sessions\": 7, \"mean_week_duration\": 4.656}}, {\"99469\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-18 18:43:15.000000+00:00\", \"2021-06-05 20:09:42.000000+00:00\", \"2021-07-21 15:35:25.000000+00:00\", \"2021-11-28 10:17:35.000000+00:00\"], \"session_ids\": [\"d0cea0b0-6f87-430c-a10b-4aa8958cfc9c\", \"beb88afa-67a2-4a10-9f29-975542bbfad8\", \"803d637f-5748-4df3-8604-9b0a4d504350\", \"fe7539a1-7271-4c86-86fb-a73915bdfac0\"], \"total_duration\": 318.0, \"total_sessions\": 4, \"mean_week_duration\": 8.595}}, {\"72400\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-11 19:08:54.000000+00:00\", \"2021-03-24 10:06:06.000000+00:00\"], \"session_ids\": [\"91a94efe-ed87-435c-aa70-7bea61b8df8f\", \"efd80192-f758-4c58-bc13-6f92a8197ee2\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 114.0}}, {\"44111\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-12 06:10:16.000000+00:00\", \"2021-06-18 23:00:38.000000+00:00\"], \"session_ids\": [\"a5e2abe4-6ddc-4582-a79d-ac95f664a5ee\", \"f5f96320-6f97-483c-866a-4a3fe52c082c\"], \"total_duration\": 343.0, \"total_sessions\": 2, \"mean_week_duration\": 4.083}}, {\"21449\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-10-02 14:17:56.000000+00:00\", \"2020-06-21 09:00:52.000000+00:00\"], \"session_ids\": [\"16dc5b21-4971-4854-8fd7-411eacebf4a9\", \"e0c87d21-b249-4456-b022-7b07aa033c0d\"], \"total_duration\": 449.0, \"total_sessions\": 2, \"mean_week_duration\": 29.933}}, {\"35711\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-08-07 00:10:44.000000+00:00\", \"2021-12-02 03:14:46.000000+00:00\", \"2021-08-04 07:03:36.000000+00:00\", \"2019-11-13 23:58:52.000000+00:00\", \"2022-12-04 09:38:56.000000+00:00\"], \"session_ids\": [\"32e4b929-3379-4619-9926-21b8d8f1fb57\", \"10451091-f822-43cb-adcf-c22616163b4d\", \"868ed9e1-509f-4d7e-b9f4-755abf480429\", \"39126ccc-73fb-44b0-9e84-6fccc282e1d1\", \"5a88535d-2892-44b4-bb42-831375058497\"], \"total_duration\": 1561.0, \"total_sessions\": 5, \"mean_week_duration\": 9.756}}, {\"40719\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-20 11:09:47.000000+00:00\", \"2021-08-01 16:05:28.000000+00:00\"], \"session_ids\": [\"9d6061e4-b0c9-4819-abcf-ae2c309a1618\", \"cdcd188d-b88a-4ec6-b9a5-eeefbfe37d64\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 2.961}}, {\"22769\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-31 10:44:12.000000+00:00\", \"2019-07-11 18:02:30.000000+00:00\", \"2022-03-03 15:01:18.000000+00:00\", \"2022-08-19 07:11:19.000000+00:00\", \"2020-07-18 07:01:52.000000+00:00\"], \"session_ids\": [\"3dbc887e-b017-4daf-b58b-bcf66490e924\", \"918a8993-4a09-45b5-a9ed-17220cc6b0cb\", \"b1398ac8-85d4-428a-93d6-316c91dcc70b\", \"b4aa6edd-4ddb-4872-a380-29f8770d6a5a\", \"9a6de828-533a-4624-a3fd-f7656f326076\"], \"total_duration\": 3454.0, \"total_sessions\": 5, \"mean_week_duration\": 21.321}}]\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[{\"7535\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-10-11 07:35:21.000000+00:00\", \"2022-02-03 00:09:42.000000+00:00\"], \"session_ids\": [\"d6a32933-62f8-4e07-9dc7-4ef55edca262\", \"4a717823-9c0d-4361-82cc-ca2189828769\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 1.261}}, {\"63429\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-03-04 11:11:01.000000+00:00\", \"2020-05-13 13:41:15.000000+00:00\"], \"session_ids\": [\"db3189cc-71fd-40bb-b5ed-e7b0a784b611\", \"ce9de9d5-c201-4c87-858c-fdb3c5f5edf4\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 3.222}}, {\"67109\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2022-08-12 01:57:14.000000+00:00\", \"2021-12-30 12:17:49.000000+00:00\", \"2022-08-07 07:58:26.000000+00:00\", \"2023-05-04 19:17:58.000000+00:00\", \"2021-01-12 07:39:58.000000+00:00\", \"2019-10-15 13:54:23.000000+00:00\", \"2023-02-17 05:44:50.000000+00:00\"], \"session_ids\": [\"bce71b3b-32d7-434b-bcc6-4fdaa7bad4ff\", \"67298603-6ad7-4975-9146-5f7aec7462f6\", \"4d79a777-de60-4b6d-bd2a-3d040d5afecc\", \"9429283c-a890-4fbb-b36a-37e90c9442b4\", \"9f2afecb-4c68-40f1-a8e4-ad3fa1eadbf3\", \"2e86d019-b878-40cb-8838-5c4c7a19971b\", \"68a2b281-4a39-4fa0-b1f5-536909830c30\"], \"total_duration\": 866.0, \"total_sessions\": 7, \"mean_week_duration\": 4.656}}, {\"99469\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-18 18:43:15.000000+00:00\", \"2021-06-05 20:09:42.000000+00:00\", \"2021-07-21 15:35:25.000000+00:00\", \"2021-11-28 10:17:35.000000+00:00\"], \"session_ids\": [\"d0cea0b0-6f87-430c-a10b-4aa8958cfc9c\", \"beb88afa-67a2-4a10-9f29-975542bbfad8\", \"803d637f-5748-4df3-8604-9b0a4d504350\", \"fe7539a1-7271-4c86-86fb-a73915bdfac0\"], \"total_duration\": 318.0, \"total_sessions\": 4, \"mean_week_duration\": 8.595}}, {\"72400\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-11 19:08:54.000000+00:00\", \"2021-03-24 10:06:06.000000+00:00\"], \"session_ids\": [\"91a94efe-ed87-435c-aa70-7bea61b8df8f\", \"efd80192-f758-4c58-bc13-6f92a8197ee2\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 114.0}}, {\"44111\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-11-12 06:10:16.000000+00:00\", \"2021-06-18 23:00:38.000000+00:00\"], \"session_ids\": [\"a5e2abe4-6ddc-4582-a79d-ac95f664a5ee\", \"f5f96320-6f97-483c-866a-4a3fe52c082c\"], \"total_duration\": 343.0, \"total_sessions\": 2, \"mean_week_duration\": 4.083}}, {\"21449\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-10-02 14:17:56.000000+00:00\", \"2020-06-21 09:00:52.000000+00:00\"], \"session_ids\": [\"16dc5b21-4971-4854-8fd7-411eacebf4a9\", \"e0c87d21-b249-4456-b022-7b07aa033c0d\"], \"total_duration\": 449.0, \"total_sessions\": 2, \"mean_week_duration\": 29.933}}, {\"35711\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-08-07 00:10:44.000000+00:00\", \"2021-12-02 03:14:46.000000+00:00\", \"2021-08-04 07:03:36.000000+00:00\", \"2019-11-13 23:58:52.000000+00:00\", \"2022-12-04 09:38:56.000000+00:00\"], \"session_ids\": [\"32e4b929-3379-4619-9926-21b8d8f1fb57\", \"10451091-f822-43cb-adcf-c22616163b4d\", \"868ed9e1-509f-4d7e-b9f4-755abf480429\", \"39126ccc-73fb-44b0-9e84-6fccc282e1d1\", \"5a88535d-2892-44b4-bb42-831375058497\"], \"total_duration\": 1561.0, \"total_sessions\": 5, \"mean_week_duration\": 9.756}}, {\"40719\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-20 11:09:47.000000+00:00\", \"2021-08-01 16:05:28.000000+00:00\"], \"session_ids\": [\"9d6061e4-b0c9-4819-abcf-ae2c309a1618\", \"cdcd188d-b88a-4ec6-b9a5-eeefbfe37d64\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 2.961}}, {\"22769\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-31 10:44:12.000000+00:00\", \"2019-07-11 18:02:30.000000+00:00\", \"2022-03-03 15:01:18.000000+00:00\", \"2022-08-19 07:11:19.000000+00:00\", \"2020-07-18 07:01:52.000000+00:00\"], \"session_ids\": [\"3dbc887e-b017-4daf-b58b-bcf66490e924\", \"918a8993-4a09-45b5-a9ed-17220cc6b0cb\", \"b1398ac8-85d4-428a-93d6-316c91dcc70b\", \"b4aa6edd-4ddb-4872-a380-29f8770d6a5a\", \"9a6de828-533a-4624-a3fd-f7656f326076\"], \"total_duration\": 3454.0, \"total_sessions\": 5, \"mean_week_duration\": 21.321}}]\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 3 users I can find living in cities Cairo, Budapest, New Delhi, Lima, Rio de Janeiro, Warsaw, Vienna in addition do sorting by mean week duration 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{\"87390\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-11-09 03:43:55.000000+00:00\", \"2021-09-18 22:30:24.000000+00:00\"], \"session_ids\": [\"34ebfca4-8322-453b-a58e-d7fd02b9b4cc\", \"4fd3c7a1-a194-4264-b4ee-411426824b65\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 16.0}, \"62381\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-27 12:22:36.000000+00:00\", \"2019-05-23 20:41:15.000000+00:00\", \"2022-12-12 22:44:01.000000+00:00\", \"2020-05-23 09:50:56.000000+00:00\", \"2020-02-25 00:39:18.000000+00:00\", \"2020-05-01 03:31:55.000000+00:00\", \"2022-07-31 01:05:27.000000+00:00\", \"2021-02-25 22:35:01.000000+00:00\", \"2020-04-03 04:13:03.000000+00:00\"], \"session_ids\": [\"ecdead2a-6254-4555-bd01-6b6d58b2b488\", \"a31d0b62-b7b3-4f9c-8bd4-56c5f60277dc\", \"63141359-9477-4c97-9900-3d974cacab32\", \"b85cdc9b-ab99-4be4-b29a-d9b9a6fccc00\", \"5c5b5c7d-3f82-4021-ab67-46cc5465b936\", \"c24060de-b908-4871-963a-fce6f2fe96b5\", \"11a3da22-3553-4f43-8e45-2f3f9cae1ef0\", \"29311ec3-36b8-4832-8f93-1aee3ac2291d\", \"c5548cbc-dc16-41f4-9018-c21690ec86da\"], \"total_duration\": 153.0, \"total_sessions\": 9, \"mean_week_duration\": 0.823}, \"17160\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-20 15:49:03.000000+00:00\", \"2019-08-31 16:08:19.000000+00:00\"], \"session_ids\": [\"2a037ecb-e9c7-4460-9a59-16a332f6a00a\", \"9dbce6cf-660f-404c-92b2-029ca502042a\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 2.851}, \"87598\": {\"keyflows\": {\"Sign In Flow\": 2, \"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}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-02-19 21:36:46.000000+00:00\", \"2022-11-14 22:51:10.000000+00:00\"], \"session_ids\": [\"81e32708-abc9-4f72-9bbc-e2daae482872\", \"00f9c5b4-5d6a-4644-9fc3-044ecf840ef1\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 0.605}, \"54153\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-03-27 03:47:34.000000+00:00\", \"2022-10-21 07:43:04.000000+00:00\"], \"session_ids\": [\"81f5fb30-04b8-4871-9aeb-4de2097257eb\", \"47c4bb92-884d-458f-900a-3275a52cc315\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 3.122}, \"28371\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-01-17 13:19:42.000000+00:00\", \"2022-06-17 11:26:00.000000+00:00\", \"2021-03-30 15:11:57.000000+00:00\"], \"session_ids\": [\"4a21ef0d-4a4e-471c-8282-98e22cc13a43\", \"673766cd-cd86-499d-aaa4-ab08e15ebe20\", \"f51af6bb-85a8-40da-86e8-c7f3817182b3\"], \"total_duration\": 1004.0, \"total_sessions\": 3, \"mean_week_duration\": 13.568}, \"72743\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-11-16 17:29:54.000000+00:00\", \"2023-02-27 05:39:25.000000+00:00\"], \"session_ids\": [\"b2232228-79c3-40d3-b337-2cb7d129a038\", \"225e0fd4-fa06-46a5-a309-d1fc2367a98a\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.697}, \"15536\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-03-18 01:58:38.000000+00:00\", \"2021-08-16 19:49:47.000000+00:00\", \"2020-07-21 06:30:24.000000+00:00\", \"2021-01-04 20:19:36.000000+00:00\"], \"session_ids\": [\"f9da2858-5df2-45ad-b541-a4e574891b1a\", \"c0012fd0-5a95-4db3-951d-e241d1a423db\", \"605b0f8f-3a3e-4c9e-bcf1-87aa04573359\", \"f9c671ae-48cc-48f6-8a40-83399ddab9db\"], \"total_duration\": 742.0, \"total_sessions\": 4, \"mean_week_duration\": 13.25}, \"35485\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 5}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-30 18:04:07.000000+00:00\", \"2020-03-23 16:01:25.000000+00:00\", \"2020-09-28 12:49:52.000000+00:00\", \"2023-06-09 22:14:11.000000+00:00\"], \"session_ids\": [\"56c83333-233b-4983-8f4e-00fd3ec0d09c\", \"ddc4ff68-28ae-4878-95ce-50f673058398\", \"edc97093-fda0-4b9e-b72b-64e41eeb739a\", \"9a5f3a83-889f-4b4f-9007-2636e23cd42f\"], \"total_duration\": 1461.0, \"total_sessions\": 4, \"mean_week_duration\": 8.696}, \"56784\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-22 16:50:34.000000+00:00\", \"2022-09-14 12:49:10.000000+00:00\", \"2021-06-23 00:46:53.000000+00:00\", \"2023-06-12 15:20:43.000000+00:00\", \"2022-12-02 13:50:26.000000+00:00\"], \"session_ids\": [\"f17c4c4b-e62e-4112-ae75-9cb468078d0f\", \"e5ab4d3c-cde7-497e-a8cb-2b224ffd9e05\", \"4b5e16c9-87fe-42c2-95a4-13e869d55b0c\", \"7bfcb2af-9f90-4af4-8520-66671f438b15\", \"96050ac4-a9ba-48ba-9e15-c9d36839a27d\"], \"total_duration\": 1612.0, \"total_sessions\": 5, \"mean_week_duration\": 10.675}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Cairo, Budapest, New Delhi, Lima, Rio de Janeiro, Warsaw, Vienna"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Cairo\", \"Budapest\", \"New Delhi\", \"Lima\", \"Rio de Janeiro\", \"Warsaw\", \"Vienna\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
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