conversations
list |
|---|
[
{
"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{\"81089\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-10-19 11:50:20.000000+00:00\", \"2020-11-25 03:57:39.000000+00:00\", \"2019-12-23 10:58:32.000000+00:00\", \"2021-12-01 10:14:53.000000+00:00\", \"2021-05-12 05:14:44.000000+00:00\", \"2022-05-29 08:30:30.000000+00:00\", \"2022-12-25 13:21:19.000000+00:00\", \"2019-08-31 13:28:26.000000+00:00\", \"2020-08-22 22:52:08.000000+00:00\"], \"session_ids\": [\"ce66df7e-5503-4046-aa27-564f7a6e516f\", \"bdca0b2a-501a-420b-9355-a60554a8573f\", \"6e20d24b-c9ef-48f4-81b4-4f2cfa6e75df\", \"ce0d5f65-95da-4950-9eb6-c2bcb427e722\", \"8e55f823-eb44-4f4c-86f4-703dfe1c3fa9\", \"f77180da-22ac-458b-905e-5c4a656e320c\", \"f5760c03-3b2c-4422-83ee-17c2200a2509\", \"3ce5e21d-b97e-48f2-a0d1-8161f39c3737\", \"7f688841-923b-40b0-9b86-732590bdd5f8\"], \"total_duration\": 4235.0, \"total_sessions\": 9, \"mean_week_duration\": 24.48}, \"18731\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-01 03:37:09.000000+00:00\", \"2022-12-29 22:20:05.000000+00:00\", \"2020-01-01 00:59:40.000000+00:00\"], \"session_ids\": [\"93a999cd-ebfa-44e8-8e93-217ca54b43de\", \"2e4e1727-1123-4047-9de4-bb6acb09a2a1\", \"48ada3ee-e81f-4c1d-bc5f-459319b3b306\"], \"total_duration\": 121.0, \"total_sessions\": 3, \"mean_week_duration\": 0.771}, \"64666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-07-21 09:28:36.000000+00:00\", \"2021-05-16 06:30:16.000000+00:00\"], \"session_ids\": [\"a0e7bd0b-ed15-44d6-be63-6c624edd05b2\", \"63561485-95b6-4913-a8fd-127e4942b4d9\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.253}, \"28445\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-19 06:35:53.000000+00:00\", \"2020-05-27 23:40:40.000000+00:00\", \"2022-09-22 19:21:22.000000+00:00\"], \"session_ids\": [\"b39605c4-bf5d-4a97-a4dd-54d265e12496\", \"f9c49e44-1062-4901-a169-bd80c2e0caa4\", \"589a3250-cd4c-4a8d-92dd-7455fe7ca4e5\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.628}, \"51452\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-04 04:59:32.000000+00:00\", \"2020-09-13 10:39:41.000000+00:00\"], \"session_ids\": [\"210944ad-44aa-4c41-bfaa-2af678bbb58a\", \"26b1b77f-8c59-493a-8920-7b43b29583fa\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 6.169}, \"7010\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-03-23 11:57:22.000000+00:00\", \"2021-05-04 05:27:14.000000+00:00\", \"2022-03-04 03:51:12.000000+00:00\"], \"session_ids\": [\"a06c651e-0999-41e9-94a6-18fe6dafba1a\", \"c654d3f8-1c19-4ef4-ac09-5edabf383241\", \"e5c01e08-56c2-4983-9749-7241bd20e394\"], \"total_duration\": 205.0, \"total_sessions\": 3, \"mean_week_duration\": 4.362}, \"27950\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-11-01 08:35:15.000000+00:00\", \"2021-07-05 03:14:42.000000+00:00\"], \"session_ids\": [\"4b8b21a0-c38b-412b-a052-21e08204da65\", \"d981c537-c1d9-49d0-8ecf-e40ac50890be\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}, \"83065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-02-17 14:28:39.000000+00:00\", \"2019-09-20 11:26:25.000000+00:00\"], \"session_ids\": [\"0e8959c6-faf7-4d16-a286-59865772e6db\", \"055b2b88-34c7-46c2-9dcb-933be153dd90\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 1.579}, \"78698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-26 13:35:20.000000+00:00\", \"2021-08-06 07:30:41.000000+00:00\", \"2023-02-03 22:20:36.000000+00:00\", \"2021-09-11 11:08:24.000000+00:00\", \"2019-07-22 06:56:41.000000+00:00\"], \"session_ids\": [\"394edad5-fca8-46ea-b613-0d0aff339306\", \"1d6d5e45-449d-4d82-ad4d-e507326493c5\", \"3ce681a8-3981-492e-be2a-e70cf94f7da4\", \"6f7ac4e4-90f7-4f59-a30d-9d4f75928f4c\", \"421fd4f3-030e-45b5-9fc5-1d5d7dce45f7\"], \"total_duration\": 76.0, \"total_sessions\": 5, \"mean_week_duration\": 0.411}, \"51342\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-21 22:14:07.000000+00:00\", \"2019-03-04 13:46:48.000000+00:00\", \"2020-04-02 09:00:26.000000+00:00\", \"2019-01-20 11:17:43.000000+00:00\", \"2023-05-13 14:51:43.000000+00:00\", \"2023-04-18 02:16:49.000000+00:00\", \"2020-09-11 15:29:27.000000+00:00\"], \"session_ids\": [\"0db47c79-79ca-4e44-af88-e6f00634e0ef\", \"16e6dfa5-c471-4096-b85f-03c3a904bf90\", \"41187f2b-c699-4d29-9a6a-75526004ceed\", \"08aee83e-e152-448d-91ed-73a91e282726\", \"c6c8c059-d47d-49ed-acee-cf5426408680\", \"31122f90-0364-4629-911a-24692d0ad490\", \"3f818081-d109-462d-a76f-f1a69e4ab495\"], \"total_duration\": 894.0, \"total_sessions\": 7, \"mean_week_duration\": 3.973}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 2 and are equal or less than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81089\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-10-19 11:50:20.000000+00:00\", \"2020-11-25 03:57:39.000000+00:00\", \"2019-12-23 10:58:32.000000+00:00\", \"2021-12-01 10:14:53.000000+00:00\", \"2021-05-12 05:14:44.000000+00:00\", \"2022-05-29 08:30:30.000000+00:00\", \"2022-12-25 13:21:19.000000+00:00\", \"2019-08-31 13:28:26.000000+00:00\", \"2020-08-22 22:52:08.000000+00:00\"], \"session_ids\": [\"ce66df7e-5503-4046-aa27-564f7a6e516f\", \"bdca0b2a-501a-420b-9355-a60554a8573f\", \"6e20d24b-c9ef-48f4-81b4-4f2cfa6e75df\", \"ce0d5f65-95da-4950-9eb6-c2bcb427e722\", \"8e55f823-eb44-4f4c-86f4-703dfe1c3fa9\", \"f77180da-22ac-458b-905e-5c4a656e320c\", \"f5760c03-3b2c-4422-83ee-17c2200a2509\", \"3ce5e21d-b97e-48f2-a0d1-8161f39c3737\", \"7f688841-923b-40b0-9b86-732590bdd5f8\"], \"total_duration\": 4235.0, \"total_sessions\": 9, \"mean_week_duration\": 24.48}, \"18731\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-01 03:37:09.000000+00:00\", \"2022-12-29 22:20:05.000000+00:00\", \"2020-01-01 00:59:40.000000+00:00\"], \"session_ids\": [\"93a999cd-ebfa-44e8-8e93-217ca54b43de\", \"2e4e1727-1123-4047-9de4-bb6acb09a2a1\", \"48ada3ee-e81f-4c1d-bc5f-459319b3b306\"], \"total_duration\": 121.0, \"total_sessions\": 3, \"mean_week_duration\": 0.771}, \"64666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-07-21 09:28:36.000000+00:00\", \"2021-05-16 06:30:16.000000+00:00\"], \"session_ids\": [\"a0e7bd0b-ed15-44d6-be63-6c624edd05b2\", \"63561485-95b6-4913-a8fd-127e4942b4d9\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.253}, \"28445\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-19 06:35:53.000000+00:00\", \"2020-05-27 23:40:40.000000+00:00\", \"2022-09-22 19:21:22.000000+00:00\"], \"session_ids\": [\"b39605c4-bf5d-4a97-a4dd-54d265e12496\", \"f9c49e44-1062-4901-a169-bd80c2e0caa4\", \"589a3250-cd4c-4a8d-92dd-7455fe7ca4e5\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.628}, \"51452\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-04 04:59:32.000000+00:00\", \"2020-09-13 10:39:41.000000+00:00\"], \"session_ids\": [\"210944ad-44aa-4c41-bfaa-2af678bbb58a\", \"26b1b77f-8c59-493a-8920-7b43b29583fa\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 6.169}, \"7010\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-03-23 11:57:22.000000+00:00\", \"2021-05-04 05:27:14.000000+00:00\", \"2022-03-04 03:51:12.000000+00:00\"], \"session_ids\": [\"a06c651e-0999-41e9-94a6-18fe6dafba1a\", \"c654d3f8-1c19-4ef4-ac09-5edabf383241\", \"e5c01e08-56c2-4983-9749-7241bd20e394\"], \"total_duration\": 205.0, \"total_sessions\": 3, \"mean_week_duration\": 4.362}, \"27950\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-11-01 08:35:15.000000+00:00\", \"2021-07-05 03:14:42.000000+00:00\"], \"session_ids\": [\"4b8b21a0-c38b-412b-a052-21e08204da65\", \"d981c537-c1d9-49d0-8ecf-e40ac50890be\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}, \"83065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-02-17 14:28:39.000000+00:00\", \"2019-09-20 11:26:25.000000+00:00\"], \"session_ids\": [\"0e8959c6-faf7-4d16-a286-59865772e6db\", \"055b2b88-34c7-46c2-9dcb-933be153dd90\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 1.579}, \"78698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-26 13:35:20.000000+00:00\", \"2021-08-06 07:30:41.000000+00:00\", \"2023-02-03 22:20:36.000000+00:00\", \"2021-09-11 11:08:24.000000+00:00\", \"2019-07-22 06:56:41.000000+00:00\"], \"session_ids\": [\"394edad5-fca8-46ea-b613-0d0aff339306\", \"1d6d5e45-449d-4d82-ad4d-e507326493c5\", \"3ce681a8-3981-492e-be2a-e70cf94f7da4\", \"6f7ac4e4-90f7-4f59-a30d-9d4f75928f4c\", \"421fd4f3-030e-45b5-9fc5-1d5d7dce45f7\"], \"total_duration\": 76.0, \"total_sessions\": 5, \"mean_week_duration\": 0.411}, \"51342\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-21 22:14:07.000000+00:00\", \"2019-03-04 13:46:48.000000+00:00\", \"2020-04-02 09:00:26.000000+00:00\", \"2019-01-20 11:17:43.000000+00:00\", \"2023-05-13 14:51:43.000000+00:00\", \"2023-04-18 02:16:49.000000+00:00\", \"2020-09-11 15:29:27.000000+00:00\"], \"session_ids\": [\"0db47c79-79ca-4e44-af88-e6f00634e0ef\", \"16e6dfa5-c471-4096-b85f-03c3a904bf90\", \"41187f2b-c699-4d29-9a6a-75526004ceed\", \"08aee83e-e152-448d-91ed-73a91e282726\", \"c6c8c059-d47d-49ed-acee-cf5426408680\", \"31122f90-0364-4629-911a-24692d0ad490\", \"3f818081-d109-462d-a76f-f1a69e4ab495\"], \"total_duration\": 894.0, \"total_sessions\": 7, \"mean_week_duration\": 3.973}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"51452\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-04 04:59:32.000000+00:00\", \"2020-09-13 10:39:41.000000+00:00\"], \"session_ids\": [\"210944ad-44aa-4c41-bfaa-2af678bbb58a\", \"26b1b77f-8c59-493a-8920-7b43b29583fa\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 6.169}}, {\"64666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-07-21 09:28:36.000000+00:00\", \"2021-05-16 06:30:16.000000+00:00\"], \"session_ids\": [\"a0e7bd0b-ed15-44d6-be63-6c624edd05b2\", \"63561485-95b6-4913-a8fd-127e4942b4d9\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.253}}, {\"78698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-26 13:35:20.000000+00:00\", \"2021-08-06 07:30:41.000000+00:00\", \"2023-02-03 22:20:36.000000+00:00\", \"2021-09-11 11:08:24.000000+00:00\", \"2019-07-22 06:56:41.000000+00:00\"], \"session_ids\": [\"394edad5-fca8-46ea-b613-0d0aff339306\", \"1d6d5e45-449d-4d82-ad4d-e507326493c5\", \"3ce681a8-3981-492e-be2a-e70cf94f7da4\", \"6f7ac4e4-90f7-4f59-a30d-9d4f75928f4c\", \"421fd4f3-030e-45b5-9fc5-1d5d7dce45f7\"], \"total_duration\": 76.0, \"total_sessions\": 5, \"mean_week_duration\": 0.411}}, {\"28445\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-19 06:35:53.000000+00:00\", \"2020-05-27 23:40:40.000000+00:00\", \"2022-09-22 19:21:22.000000+00:00\"], \"session_ids\": [\"b39605c4-bf5d-4a97-a4dd-54d265e12496\", \"f9c49e44-1062-4901-a169-bd80c2e0caa4\", \"589a3250-cd4c-4a8d-92dd-7455fe7ca4e5\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.628}}, {\"27950\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-11-01 08:35:15.000000+00:00\", \"2021-07-05 03:14:42.000000+00:00\"], \"session_ids\": [\"4b8b21a0-c38b-412b-a052-21e08204da65\", \"d981c537-c1d9-49d0-8ecf-e40ac50890be\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}}, {\"83065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-02-17 14:28:39.000000+00:00\", \"2019-09-20 11:26:25.000000+00:00\"], \"session_ids\": [\"0e8959c6-faf7-4d16-a286-59865772e6db\", \"055b2b88-34c7-46c2-9dcb-933be153dd90\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 1.579}}, {\"18731\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-01 03:37:09.000000+00:00\", \"2022-12-29 22:20:05.000000+00:00\", \"2020-01-01 00:59:40.000000+00:00\"], \"session_ids\": [\"93a999cd-ebfa-44e8-8e93-217ca54b43de\", \"2e4e1727-1123-4047-9de4-bb6acb09a2a1\", \"48ada3ee-e81f-4c1d-bc5f-459319b3b306\"], \"total_duration\": 121.0, \"total_sessions\": 3, \"mean_week_duration\": 0.771}}, {\"81089\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-10-19 11:50:20.000000+00:00\", \"2020-11-25 03:57:39.000000+00:00\", \"2019-12-23 10:58:32.000000+00:00\", \"2021-12-01 10:14:53.000000+00:00\", \"2021-05-12 05:14:44.000000+00:00\", \"2022-05-29 08:30:30.000000+00:00\", \"2022-12-25 13:21:19.000000+00:00\", \"2019-08-31 13:28:26.000000+00:00\", \"2020-08-22 22:52:08.000000+00:00\"], \"session_ids\": [\"ce66df7e-5503-4046-aa27-564f7a6e516f\", \"bdca0b2a-501a-420b-9355-a60554a8573f\", \"6e20d24b-c9ef-48f4-81b4-4f2cfa6e75df\", \"ce0d5f65-95da-4950-9eb6-c2bcb427e722\", \"8e55f823-eb44-4f4c-86f4-703dfe1c3fa9\", \"f77180da-22ac-458b-905e-5c4a656e320c\", \"f5760c03-3b2c-4422-83ee-17c2200a2509\", \"3ce5e21d-b97e-48f2-a0d1-8161f39c3737\", \"7f688841-923b-40b0-9b86-732590bdd5f8\"], \"total_duration\": 4235.0, \"total_sessions\": 9, \"mean_week_duration\": 24.48}}, {\"7010\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-03-23 11:57:22.000000+00:00\", \"2021-05-04 05:27:14.000000+00:00\", \"2022-03-04 03:51:12.000000+00:00\"], \"session_ids\": [\"a06c651e-0999-41e9-94a6-18fe6dafba1a\", \"c654d3f8-1c19-4ef4-ac09-5edabf383241\", \"e5c01e08-56c2-4983-9749-7241bd20e394\"], \"total_duration\": 205.0, \"total_sessions\": 3, \"mean_week_duration\": 4.362}}, {\"51342\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-21 22:14:07.000000+00:00\", \"2019-03-04 13:46:48.000000+00:00\", \"2020-04-02 09:00:26.000000+00:00\", \"2019-01-20 11:17:43.000000+00:00\", \"2023-05-13 14:51:43.000000+00:00\", \"2023-04-18 02:16:49.000000+00:00\", \"2020-09-11 15:29:27.000000+00:00\"], \"session_ids\": [\"0db47c79-79ca-4e44-af88-e6f00634e0ef\", \"16e6dfa5-c471-4096-b85f-03c3a904bf90\", \"41187f2b-c699-4d29-9a6a-75526004ceed\", \"08aee83e-e152-448d-91ed-73a91e282726\", \"c6c8c059-d47d-49ed-acee-cf5426408680\", \"31122f90-0364-4629-911a-24692d0ad490\", \"3f818081-d109-462d-a76f-f1a69e4ab495\"], \"total_duration\": 894.0, \"total_sessions\": 7, \"mean_week_duration\": 3.973}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding 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[{\"51452\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-04 04:59:32.000000+00:00\", \"2020-09-13 10:39:41.000000+00:00\"], \"session_ids\": [\"210944ad-44aa-4c41-bfaa-2af678bbb58a\", \"26b1b77f-8c59-493a-8920-7b43b29583fa\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 6.169}}, {\"64666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-07-21 09:28:36.000000+00:00\", \"2021-05-16 06:30:16.000000+00:00\"], \"session_ids\": [\"a0e7bd0b-ed15-44d6-be63-6c624edd05b2\", \"63561485-95b6-4913-a8fd-127e4942b4d9\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.253}}, {\"78698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-26 13:35:20.000000+00:00\", \"2021-08-06 07:30:41.000000+00:00\", \"2023-02-03 22:20:36.000000+00:00\", \"2021-09-11 11:08:24.000000+00:00\", \"2019-07-22 06:56:41.000000+00:00\"], \"session_ids\": [\"394edad5-fca8-46ea-b613-0d0aff339306\", \"1d6d5e45-449d-4d82-ad4d-e507326493c5\", \"3ce681a8-3981-492e-be2a-e70cf94f7da4\", \"6f7ac4e4-90f7-4f59-a30d-9d4f75928f4c\", \"421fd4f3-030e-45b5-9fc5-1d5d7dce45f7\"], \"total_duration\": 76.0, \"total_sessions\": 5, \"mean_week_duration\": 0.411}}, {\"28445\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-19 06:35:53.000000+00:00\", \"2020-05-27 23:40:40.000000+00:00\", \"2022-09-22 19:21:22.000000+00:00\"], \"session_ids\": [\"b39605c4-bf5d-4a97-a4dd-54d265e12496\", \"f9c49e44-1062-4901-a169-bd80c2e0caa4\", \"589a3250-cd4c-4a8d-92dd-7455fe7ca4e5\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.628}}]\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[{\"51452\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-04 04:59:32.000000+00:00\", \"2020-09-13 10:39:41.000000+00:00\"], \"session_ids\": [\"210944ad-44aa-4c41-bfaa-2af678bbb58a\", \"26b1b77f-8c59-493a-8920-7b43b29583fa\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 6.169}}, {\"64666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-07-21 09:28:36.000000+00:00\", \"2021-05-16 06:30:16.000000+00:00\"], \"session_ids\": [\"a0e7bd0b-ed15-44d6-be63-6c624edd05b2\", \"63561485-95b6-4913-a8fd-127e4942b4d9\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.253}}, {\"78698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-26 13:35:20.000000+00:00\", \"2021-08-06 07:30:41.000000+00:00\", \"2023-02-03 22:20:36.000000+00:00\", \"2021-09-11 11:08:24.000000+00:00\", \"2019-07-22 06:56:41.000000+00:00\"], \"session_ids\": [\"394edad5-fca8-46ea-b613-0d0aff339306\", \"1d6d5e45-449d-4d82-ad4d-e507326493c5\", \"3ce681a8-3981-492e-be2a-e70cf94f7da4\", \"6f7ac4e4-90f7-4f59-a30d-9d4f75928f4c\", \"421fd4f3-030e-45b5-9fc5-1d5d7dce45f7\"], \"total_duration\": 76.0, \"total_sessions\": 5, \"mean_week_duration\": 0.411}}, {\"28445\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-19 06:35:53.000000+00:00\", \"2020-05-27 23:40:40.000000+00:00\", \"2022-09-22 19:21:22.000000+00:00\"], \"session_ids\": [\"b39605c4-bf5d-4a97-a4dd-54d265e12496\", \"f9c49e44-1062-4901-a169-bd80c2e0caa4\", \"589a3250-cd4c-4a8d-92dd-7455fe7ca4e5\"], \"total_duration\": 76.0, \"total_sessions\": 3, \"mean_week_duration\": 0.628}}]\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 3 users who hold the top position in average_week_duration additionaly put to use sorting by mean of duration of sessions per week in asc , and save only 4 records."
}
] |
[
{
"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{\"13253\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-04-17 13:27:49.000000+00:00\", \"2019-08-30 20:50:27.000000+00:00\"], \"session_ids\": [\"f614ef0f-ee38-47a7-a004-5c655166d758\", \"bfa6816b-d1b8-4306-86e2-ff934adc72e7\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.13}, \"47415\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-15 17:39:39.000000+00:00\", \"2022-05-07 09:53:45.000000+00:00\"], \"session_ids\": [\"6a925f5f-618c-47f5-8e26-199cee474d18\", \"54e986e8-8b19-416b-8747-c88cc03bf403\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}, \"70719\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-01-24 15:27:47.000000+00:00\", \"2022-02-28 11:06:49.000000+00:00\", \"2022-03-25 20:00:26.000000+00:00\", \"2021-02-05 15:19:07.000000+00:00\", \"2019-09-22 09:44:52.000000+00:00\", \"2023-01-28 02:35:58.000000+00:00\", \"2022-12-14 14:06:09.000000+00:00\"], \"session_ids\": [\"0ffa42ec-1949-4e11-9613-abe78ed45d9f\", \"078cb3d2-be60-49ca-82bf-9e5da53d13b5\", \"968e7a9b-c04b-462d-a688-c958e0266b50\", \"6fca4459-1a78-43a4-ac67-df302c639c1a\", \"5094e141-a4ae-42e7-903c-10cfef145278\", \"b9808810-9833-4951-ac6b-ae3c96c1ca05\", \"76dae370-9a5e-4d07-8311-1cf113cb9b5d\"], \"total_duration\": 10044.0, \"total_sessions\": 7, \"mean_week_duration\": 47.829}, \"81789\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-16 02:53:59.000000+00:00\", \"2022-05-21 13:06:53.000000+00:00\"], \"session_ids\": [\"3726d5c2-44d0-4969-a494-fc0f58c419c1\", \"3a0fca4f-3760-4434-b88d-643432e04ce9\"], \"total_duration\": 308.0, \"total_sessions\": 2, \"mean_week_duration\": 5.923}, \"49911\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-30 04:47:12.000000+00:00\", \"2020-06-20 23:54:05.000000+00:00\", \"2023-02-19 10:02:16.000000+00:00\", \"2021-07-18 10:15:27.000000+00:00\", \"2022-04-20 06:33:16.000000+00:00\", \"2019-04-05 02:21:48.000000+00:00\", \"2020-03-17 19:41:54.000000+00:00\", \"2021-06-05 07:42:18.000000+00:00\", \"2019-10-01 21:17:39.000000+00:00\", \"2021-02-05 08:27:56.000000+00:00\", \"2020-08-30 05:57:26.000000+00:00\"], \"session_ids\": [\"3e90a249-2f67-4f7f-8caa-9751ea9524e8\", \"b756383b-b227-4a8b-a694-9301d8cf8cf9\", \"c6fa63bc-f004-403e-a6ec-15b3d47af7b9\", \"34718a65-6ec2-4b0e-aa7f-54fd7870dd64\", \"eb76ac3f-eeea-4011-aac9-042d3be53822\", \"ff56f34d-e2c3-4baa-8abd-904548da847a\", \"a5412dd4-ac7b-4105-8630-bf7120182545\", \"c6dc47e9-1b46-4dd4-a454-49ebb11746e9\", \"79635f7b-d587-4f67-938d-53c84f1a3e1f\", \"2423fc59-f373-41a8-b7bb-82c3721c4631\", \"ff533393-bd39-4bd4-85cd-9bc58363a2a4\"], \"total_duration\": 57228.0, \"total_sessions\": 11, \"mean_week_duration\": 281.911}, \"55305\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-01-10 02:30:22.000000+00:00\", \"2020-06-30 01:54:57.000000+00:00\", \"2021-06-19 03:15:20.000000+00:00\"], \"session_ids\": [\"a87153ff-35e6-4457-85cd-12da5910f357\", \"19d427bd-7981-40b2-aee5-4d4fe06987e7\", \"61926f02-2da5-494e-b130-b0973e368c4e\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 1.549}, \"61007\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-09-24 03:09:19.000000+00:00\", \"2020-01-09 11:43:16.000000+00:00\"], \"session_ids\": [\"45d2b376-47c7-4d99-98e8-8ba7d8906adc\", \"ce963a8f-45cb-4148-b287-a2b598ea6233\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 3.899}, \"55057\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-01-15 02:43:29.000000+00:00\", \"2020-04-28 16:39:12.000000+00:00\", \"2019-12-20 20:03:23.000000+00:00\", \"2021-12-21 23:36:23.000000+00:00\"], \"session_ids\": [\"e312a354-507f-4b50-981e-43753236ba7c\", \"94f1d842-2c8b-4e15-8baa-239c0106a1ab\", \"156658a3-e7fc-4982-a5d3-c9296683a770\", \"86f2b71c-4696-4238-ab9e-bfee7c464eeb\"], \"total_duration\": 287.0, \"total_sessions\": 4, \"mean_week_duration\": 1.783}, \"70836\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-14 15:21:56.000000+00:00\", \"2021-01-17 18:06:56.000000+00:00\"], \"session_ids\": [\"d5fffc5f-bab9-4007-911b-15cf86ab8da0\", \"adbf9c01-c2fe-47b5-94b6-edf0f7d72037\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 59.2}, \"71666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-07 10:46:08.000000+00:00\", \"2021-11-12 14:01:46.000000+00:00\"], \"session_ids\": [\"3e67d4cb-ce9e-44d5-aeb2-e677bf80ff80\", \"1d51741f-4e69-4720-bf55-3bfefcfabae0\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 5.778}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest 3 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": 3}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"49911\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-30 04:47:12.000000+00:00\", \"2020-06-20 23:54:05.000000+00:00\", \"2023-02-19 10:02:16.000000+00:00\", \"2021-07-18 10:15:27.000000+00:00\", \"2022-04-20 06:33:16.000000+00:00\", \"2019-04-05 02:21:48.000000+00:00\", \"2020-03-17 19:41:54.000000+00:00\", \"2021-06-05 07:42:18.000000+00:00\", \"2019-10-01 21:17:39.000000+00:00\", \"2021-02-05 08:27:56.000000+00:00\", \"2020-08-30 05:57:26.000000+00:00\"], \"session_ids\": [\"3e90a249-2f67-4f7f-8caa-9751ea9524e8\", \"b756383b-b227-4a8b-a694-9301d8cf8cf9\", \"c6fa63bc-f004-403e-a6ec-15b3d47af7b9\", \"34718a65-6ec2-4b0e-aa7f-54fd7870dd64\", \"eb76ac3f-eeea-4011-aac9-042d3be53822\", \"ff56f34d-e2c3-4baa-8abd-904548da847a\", \"a5412dd4-ac7b-4105-8630-bf7120182545\", \"c6dc47e9-1b46-4dd4-a454-49ebb11746e9\", \"79635f7b-d587-4f67-938d-53c84f1a3e1f\", \"2423fc59-f373-41a8-b7bb-82c3721c4631\", \"ff533393-bd39-4bd4-85cd-9bc58363a2a4\"], \"total_duration\": 57228.0, \"total_sessions\": 11, \"mean_week_duration\": 281.911}}, {\"70836\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-14 15:21:56.000000+00:00\", \"2021-01-17 18:06:56.000000+00:00\"], \"session_ids\": [\"d5fffc5f-bab9-4007-911b-15cf86ab8da0\", \"adbf9c01-c2fe-47b5-94b6-edf0f7d72037\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 59.2}}, {\"70719\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-01-24 15:27:47.000000+00:00\", \"2022-02-28 11:06:49.000000+00:00\", \"2022-03-25 20:00:26.000000+00:00\", \"2021-02-05 15:19:07.000000+00:00\", \"2019-09-22 09:44:52.000000+00:00\", \"2023-01-28 02:35:58.000000+00:00\", \"2022-12-14 14:06:09.000000+00:00\"], \"session_ids\": [\"0ffa42ec-1949-4e11-9613-abe78ed45d9f\", \"078cb3d2-be60-49ca-82bf-9e5da53d13b5\", \"968e7a9b-c04b-462d-a688-c958e0266b50\", \"6fca4459-1a78-43a4-ac67-df302c639c1a\", \"5094e141-a4ae-42e7-903c-10cfef145278\", \"b9808810-9833-4951-ac6b-ae3c96c1ca05\", \"76dae370-9a5e-4d07-8311-1cf113cb9b5d\"], \"total_duration\": 10044.0, \"total_sessions\": 7, \"mean_week_duration\": 47.829}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"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[{\"70719\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-01-24 15:27:47.000000+00:00\", \"2022-02-28 11:06:49.000000+00:00\", \"2022-03-25 20:00:26.000000+00:00\", \"2021-02-05 15:19:07.000000+00:00\", \"2019-09-22 09:44:52.000000+00:00\", \"2023-01-28 02:35:58.000000+00:00\", \"2022-12-14 14:06:09.000000+00:00\"], \"session_ids\": [\"0ffa42ec-1949-4e11-9613-abe78ed45d9f\", \"078cb3d2-be60-49ca-82bf-9e5da53d13b5\", \"968e7a9b-c04b-462d-a688-c958e0266b50\", \"6fca4459-1a78-43a4-ac67-df302c639c1a\", \"5094e141-a4ae-42e7-903c-10cfef145278\", \"b9808810-9833-4951-ac6b-ae3c96c1ca05\", \"76dae370-9a5e-4d07-8311-1cf113cb9b5d\"], \"total_duration\": 10044.0, \"total_sessions\": 7, \"mean_week_duration\": 47.829}}, {\"70836\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-14 15:21:56.000000+00:00\", \"2021-01-17 18:06:56.000000+00:00\"], \"session_ids\": [\"d5fffc5f-bab9-4007-911b-15cf86ab8da0\", \"adbf9c01-c2fe-47b5-94b6-edf0f7d72037\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 59.2}}, {\"49911\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-30 04:47:12.000000+00:00\", \"2020-06-20 23:54:05.000000+00:00\", \"2023-02-19 10:02:16.000000+00:00\", \"2021-07-18 10:15:27.000000+00:00\", \"2022-04-20 06:33:16.000000+00:00\", \"2019-04-05 02:21:48.000000+00:00\", \"2020-03-17 19:41:54.000000+00:00\", \"2021-06-05 07:42:18.000000+00:00\", \"2019-10-01 21:17:39.000000+00:00\", \"2021-02-05 08:27:56.000000+00:00\", \"2020-08-30 05:57:26.000000+00:00\"], \"session_ids\": [\"3e90a249-2f67-4f7f-8caa-9751ea9524e8\", \"b756383b-b227-4a8b-a694-9301d8cf8cf9\", \"c6fa63bc-f004-403e-a6ec-15b3d47af7b9\", \"34718a65-6ec2-4b0e-aa7f-54fd7870dd64\", \"eb76ac3f-eeea-4011-aac9-042d3be53822\", \"ff56f34d-e2c3-4baa-8abd-904548da847a\", \"a5412dd4-ac7b-4105-8630-bf7120182545\", \"c6dc47e9-1b46-4dd4-a454-49ebb11746e9\", \"79635f7b-d587-4f67-938d-53c84f1a3e1f\", \"2423fc59-f373-41a8-b7bb-82c3721c4631\", \"ff533393-bd39-4bd4-85cd-9bc58363a2a4\"], \"total_duration\": 57228.0, \"total_sessions\": 11, \"mean_week_duration\": 281.911}}]\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[{\"70719\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-01-24 15:27:47.000000+00:00\", \"2022-02-28 11:06:49.000000+00:00\", \"2022-03-25 20:00:26.000000+00:00\", \"2021-02-05 15:19:07.000000+00:00\", \"2019-09-22 09:44:52.000000+00:00\", \"2023-01-28 02:35:58.000000+00:00\", \"2022-12-14 14:06:09.000000+00:00\"], \"session_ids\": [\"0ffa42ec-1949-4e11-9613-abe78ed45d9f\", \"078cb3d2-be60-49ca-82bf-9e5da53d13b5\", \"968e7a9b-c04b-462d-a688-c958e0266b50\", \"6fca4459-1a78-43a4-ac67-df302c639c1a\", \"5094e141-a4ae-42e7-903c-10cfef145278\", \"b9808810-9833-4951-ac6b-ae3c96c1ca05\", \"76dae370-9a5e-4d07-8311-1cf113cb9b5d\"], \"total_duration\": 10044.0, \"total_sessions\": 7, \"mean_week_duration\": 47.829}}, {\"70836\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-14 15:21:56.000000+00:00\", \"2021-01-17 18:06:56.000000+00:00\"], \"session_ids\": [\"d5fffc5f-bab9-4007-911b-15cf86ab8da0\", \"adbf9c01-c2fe-47b5-94b6-edf0f7d72037\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 59.2}}, {\"49911\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-30 04:47:12.000000+00:00\", \"2020-06-20 23:54:05.000000+00:00\", \"2023-02-19 10:02:16.000000+00:00\", \"2021-07-18 10:15:27.000000+00:00\", \"2022-04-20 06:33:16.000000+00:00\", \"2019-04-05 02:21:48.000000+00:00\", \"2020-03-17 19:41:54.000000+00:00\", \"2021-06-05 07:42:18.000000+00:00\", \"2019-10-01 21:17:39.000000+00:00\", \"2021-02-05 08:27:56.000000+00:00\", \"2020-08-30 05:57:26.000000+00:00\"], \"session_ids\": [\"3e90a249-2f67-4f7f-8caa-9751ea9524e8\", \"b756383b-b227-4a8b-a694-9301d8cf8cf9\", \"c6fa63bc-f004-403e-a6ec-15b3d47af7b9\", \"34718a65-6ec2-4b0e-aa7f-54fd7870dd64\", \"eb76ac3f-eeea-4011-aac9-042d3be53822\", \"ff56f34d-e2c3-4baa-8abd-904548da847a\", \"a5412dd4-ac7b-4105-8630-bf7120182545\", \"c6dc47e9-1b46-4dd4-a454-49ebb11746e9\", \"79635f7b-d587-4f67-938d-53c84f1a3e1f\", \"2423fc59-f373-41a8-b7bb-82c3721c4631\", \"ff533393-bd39-4bd4-85cd-9bc58363a2a4\"], \"total_duration\": 57228.0, \"total_sessions\": 11, \"mean_week_duration\": 281.911}}]\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[{\"70719\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-01-24 15:27:47.000000+00:00\", \"2022-02-28 11:06:49.000000+00:00\", \"2022-03-25 20:00:26.000000+00:00\", \"2021-02-05 15:19:07.000000+00:00\", \"2019-09-22 09:44:52.000000+00:00\", \"2023-01-28 02:35:58.000000+00:00\", \"2022-12-14 14:06:09.000000+00:00\"], \"session_ids\": [\"0ffa42ec-1949-4e11-9613-abe78ed45d9f\", \"078cb3d2-be60-49ca-82bf-9e5da53d13b5\", \"968e7a9b-c04b-462d-a688-c958e0266b50\", \"6fca4459-1a78-43a4-ac67-df302c639c1a\", \"5094e141-a4ae-42e7-903c-10cfef145278\", \"b9808810-9833-4951-ac6b-ae3c96c1ca05\", \"76dae370-9a5e-4d07-8311-1cf113cb9b5d\"], \"total_duration\": 10044.0, \"total_sessions\": 7, \"mean_week_duration\": 47.829}}, {\"70836\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-14 15:21:56.000000+00:00\", \"2021-01-17 18:06:56.000000+00:00\"], \"session_ids\": [\"d5fffc5f-bab9-4007-911b-15cf86ab8da0\", \"adbf9c01-c2fe-47b5-94b6-edf0f7d72037\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 59.2}}, {\"49911\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-30 04:47:12.000000+00:00\", \"2020-06-20 23:54:05.000000+00:00\", \"2023-02-19 10:02:16.000000+00:00\", \"2021-07-18 10:15:27.000000+00:00\", \"2022-04-20 06:33:16.000000+00:00\", \"2019-04-05 02:21:48.000000+00:00\", \"2020-03-17 19:41:54.000000+00:00\", \"2021-06-05 07:42:18.000000+00:00\", \"2019-10-01 21:17:39.000000+00:00\", \"2021-02-05 08:27:56.000000+00:00\", \"2020-08-30 05:57:26.000000+00:00\"], \"session_ids\": [\"3e90a249-2f67-4f7f-8caa-9751ea9524e8\", \"b756383b-b227-4a8b-a694-9301d8cf8cf9\", \"c6fa63bc-f004-403e-a6ec-15b3d47af7b9\", \"34718a65-6ec2-4b0e-aa7f-54fd7870dd64\", \"eb76ac3f-eeea-4011-aac9-042d3be53822\", \"ff56f34d-e2c3-4baa-8abd-904548da847a\", \"a5412dd4-ac7b-4105-8630-bf7120182545\", \"c6dc47e9-1b46-4dd4-a454-49ebb11746e9\", \"79635f7b-d587-4f67-938d-53c84f1a3e1f\", \"2423fc59-f373-41a8-b7bb-82c3721c4631\", \"ff533393-bd39-4bd4-85cd-9bc58363a2a4\"], \"total_duration\": 57228.0, \"total_sessions\": 11, \"mean_week_duration\": 281.911}}]\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 4 users who are users with smallest value of sessions count as well as implement sorting by overall sessions count in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94937\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-08-22 20:07:25.000000+00:00\", \"2021-05-21 10:22:16.000000+00:00\"], \"session_ids\": [\"78c8742e-80d3-458d-a93c-39d8519f2f6c\", \"7babbfb3-78a2-43a3-8b0e-a20eac6f97c5\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 4.061}, \"17517\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-08 00:26:02.000000+00:00\", \"2020-07-06 13:44:42.000000+00:00\", \"2020-09-01 20:14:32.000000+00:00\", \"2020-07-14 00:53:06.000000+00:00\", \"2020-08-05 20:10:39.000000+00:00\", \"2020-08-07 14:26:42.000000+00:00\", \"2021-03-16 06:18:09.000000+00:00\", \"2020-09-27 02:28:30.000000+00:00\", \"2022-01-28 03:13:04.000000+00:00\", \"2021-08-25 14:20:15.000000+00:00\", \"2022-07-05 22:52:48.000000+00:00\"], \"session_ids\": [\"b9ce69e8-500e-459f-b1bd-4fae3d703977\", \"8f127605-1a52-4df3-8e0f-1ae4655ee973\", \"5862e4b1-538d-41d8-85ae-d660bce501ed\", \"1af2289b-d3e3-48a6-967e-6e1f0e0b25ed\", \"b54539d1-bfac-4e7e-a9cf-47e76879090f\", \"59bf87bc-4928-4d2e-b8ca-7c2284770cc3\", \"3a45e4cb-f532-45dc-8059-d982888959ff\", \"8c4afc68-546e-4146-a07f-bf43d150baa5\", \"81ac0486-7812-4756-837c-fd96dad80f5d\", \"123c054f-837d-4306-ac88-8c2104d5d6c2\", \"bec15c5f-f3b7-415f-be86-14d6b71e59b1\"], \"total_duration\": 10275.0, \"total_sessions\": 11, \"mean_week_duration\": 79.038}, \"92944\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-28 00:55:51.000000+00:00\", \"2021-06-08 04:03:28.000000+00:00\"], \"session_ids\": [\"19caa38f-0923-4c94-8780-d4d055d6e604\", \"b9676fa0-3f0b-4bf2-a437-d4099955b2ba\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 1.483}, \"32586\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-26 20:07:51.000000+00:00\", \"2023-03-17 22:47:28.000000+00:00\", \"2019-07-10 07:21:00.000000+00:00\", \"2021-03-28 21:53:07.000000+00:00\"], \"session_ids\": [\"52b74e29-22c3-4776-8510-1dcecaee2aec\", \"d84eab3e-3d58-41b2-bfec-4ee9dbff6f44\", \"f213b41a-a088-4659-bfbd-434e3a739039\", \"cb7e952b-0ef2-4a1f-a7af-2dfb2b11be07\"], \"total_duration\": 1411.0, \"total_sessions\": 4, \"mean_week_duration\": 6.532}, \"93174\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-02-10 09:17:57.000000+00:00\", \"2022-12-22 02:17:04.000000+00:00\", \"2020-09-04 21:55:24.000000+00:00\", \"2019-02-18 20:17:20.000000+00:00\", \"2019-10-29 09:16:26.000000+00:00\"], \"session_ids\": [\"f8397704-f6e5-45c5-92b6-5c722f362b54\", \"415df158-ef0c-4ca0-8e18-de36c53a79fe\", \"90e706f4-bcb6-4557-aee4-beefbefce7e9\", \"ade73097-e552-4b1f-930e-6f294d3b51b0\", \"12e55c3b-82a5-457f-9e3d-7571dd03c5c9\"], \"total_duration\": 3159.0, \"total_sessions\": 5, \"mean_week_duration\": 15.639}, \"34101\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-11 09:54:22.000000+00:00\", \"2021-05-07 15:34:41.000000+00:00\"], \"session_ids\": [\"3d2bf7b2-e2b0-46a5-b75d-d0824ef12724\", \"2aa36db7-d33a-4199-80eb-64ca619205bf\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 2.538}, \"96042\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-13 11:05:29.000000+00:00\", \"2020-10-25 21:09:58.000000+00:00\"], \"session_ids\": [\"733493a3-fa62-49dd-8fa5-771adca63c95\", \"0f6eaa23-489d-4f80-ae2d-9f6d60e18538\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.095}, \"84628\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-12-27 04:26:59.000000+00:00\", \"2022-02-11 12:16:46.000000+00:00\"], \"session_ids\": [\"768f8562-ca26-4a2e-b914-917253834827\", \"88b208e8-a4de-4123-8087-8cff90a74efb\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.458}, \"15252\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-11-09 22:07:14.000000+00:00\", \"2020-09-11 12:42:53.000000+00:00\", \"2020-12-14 22:19:35.000000+00:00\"], \"session_ids\": [\"df604897-3d5f-4318-a666-53aa68208b1d\", \"ed5a0373-cc9a-4a86-8de7-6b99e3da35f5\", \"56e65780-cdd1-4b94-9c66-698c4996ab7f\"], \"total_duration\": 981.0, \"total_sessions\": 3, \"mean_week_duration\": 70.071}, \"63279\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-08 01:27:39.000000+00:00\", \"2020-08-25 09:53:43.000000+00:00\", \"2022-01-10 00:54:17.000000+00:00\", \"2019-09-14 00:32:42.000000+00:00\", \"2020-02-03 00:28:02.000000+00:00\", \"2020-08-25 08:17:16.000000+00:00\", \"2020-10-23 18:21:27.000000+00:00\", \"2021-02-10 15:30:00.000000+00:00\", \"2020-11-25 20:05:56.000000+00:00\", \"2020-07-29 13:40:14.000000+00:00\", \"2020-04-26 13:05:07.000000+00:00\"], \"session_ids\": [\"5d5500f3-1148-4777-ad3a-69d5cba21f79\", \"ba1194b7-9b63-4d34-91dc-4f1234389036\", \"4f7265ca-26a7-4d46-9408-68fac04175c4\", \"674899b7-dbbe-4091-858c-c032576c1df9\", \"6fc8a06b-281a-400a-8b05-9e3c81fce290\", \"9743cae9-219c-48cc-b92a-e0ebf794ef59\", \"fa7a858d-d273-4c6b-a3f2-0981f2330879\", \"b7632de9-3de3-4789-9fe0-19d2061f3677\", \"1fd05d66-a467-4992-98f7-0120e502a9f7\", \"480bb47f-021c-48d8-840b-87acd0355275\", \"bd42faab-8427-4230-912b-8adbd5e34aa4\"], \"total_duration\": 26332.0, \"total_sessions\": 11, \"mean_week_duration\": 155.811}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 4 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": 4}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94937\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-08-22 20:07:25.000000+00:00\", \"2021-05-21 10:22:16.000000+00:00\"], \"session_ids\": [\"78c8742e-80d3-458d-a93c-39d8519f2f6c\", \"7babbfb3-78a2-43a3-8b0e-a20eac6f97c5\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 4.061}}, {\"92944\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-28 00:55:51.000000+00:00\", \"2021-06-08 04:03:28.000000+00:00\"], \"session_ids\": [\"19caa38f-0923-4c94-8780-d4d055d6e604\", \"b9676fa0-3f0b-4bf2-a437-d4099955b2ba\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 1.483}}, {\"34101\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-11 09:54:22.000000+00:00\", \"2021-05-07 15:34:41.000000+00:00\"], \"session_ids\": [\"3d2bf7b2-e2b0-46a5-b75d-d0824ef12724\", \"2aa36db7-d33a-4199-80eb-64ca619205bf\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 2.538}}, {\"96042\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-13 11:05:29.000000+00:00\", \"2020-10-25 21:09:58.000000+00:00\"], \"session_ids\": [\"733493a3-fa62-49dd-8fa5-771adca63c95\", \"0f6eaa23-489d-4f80-ae2d-9f6d60e18538\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.095}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94937\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-08-22 20:07:25.000000+00:00\", \"2021-05-21 10:22:16.000000+00:00\"], \"session_ids\": [\"78c8742e-80d3-458d-a93c-39d8519f2f6c\", \"7babbfb3-78a2-43a3-8b0e-a20eac6f97c5\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 4.061}}, {\"92944\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-28 00:55:51.000000+00:00\", \"2021-06-08 04:03:28.000000+00:00\"], \"session_ids\": [\"19caa38f-0923-4c94-8780-d4d055d6e604\", \"b9676fa0-3f0b-4bf2-a437-d4099955b2ba\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 1.483}}, {\"34101\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-11 09:54:22.000000+00:00\", \"2021-05-07 15:34:41.000000+00:00\"], \"session_ids\": [\"3d2bf7b2-e2b0-46a5-b75d-d0824ef12724\", \"2aa36db7-d33a-4199-80eb-64ca619205bf\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 2.538}}, {\"96042\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-13 11:05:29.000000+00:00\", \"2020-10-25 21:09:58.000000+00:00\"], \"session_ids\": [\"733493a3-fa62-49dd-8fa5-771adca63c95\", \"0f6eaa23-489d-4f80-ae2d-9f6d60e18538\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.095}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding 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[{\"94937\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-08-22 20:07:25.000000+00:00\", \"2021-05-21 10:22:16.000000+00:00\"], \"session_ids\": [\"78c8742e-80d3-458d-a93c-39d8519f2f6c\", \"7babbfb3-78a2-43a3-8b0e-a20eac6f97c5\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 4.061}}, {\"92944\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-28 00:55:51.000000+00:00\", \"2021-06-08 04:03:28.000000+00:00\"], \"session_ids\": [\"19caa38f-0923-4c94-8780-d4d055d6e604\", \"b9676fa0-3f0b-4bf2-a437-d4099955b2ba\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 1.483}}, {\"34101\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-11 09:54:22.000000+00:00\", \"2021-05-07 15:34:41.000000+00:00\"], \"session_ids\": [\"3d2bf7b2-e2b0-46a5-b75d-d0824ef12724\", \"2aa36db7-d33a-4199-80eb-64ca619205bf\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 2.538}}, {\"96042\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-13 11:05:29.000000+00:00\", \"2020-10-25 21:09:58.000000+00:00\"], \"session_ids\": [\"733493a3-fa62-49dd-8fa5-771adca63c95\", \"0f6eaa23-489d-4f80-ae2d-9f6d60e18538\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.095}}]\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[{\"94937\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-08-22 20:07:25.000000+00:00\", \"2021-05-21 10:22:16.000000+00:00\"], \"session_ids\": [\"78c8742e-80d3-458d-a93c-39d8519f2f6c\", \"7babbfb3-78a2-43a3-8b0e-a20eac6f97c5\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 4.061}}, {\"92944\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-28 00:55:51.000000+00:00\", \"2021-06-08 04:03:28.000000+00:00\"], \"session_ids\": [\"19caa38f-0923-4c94-8780-d4d055d6e604\", \"b9676fa0-3f0b-4bf2-a437-d4099955b2ba\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 1.483}}, {\"34101\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-11-11 09:54:22.000000+00:00\", \"2021-05-07 15:34:41.000000+00:00\"], \"session_ids\": [\"3d2bf7b2-e2b0-46a5-b75d-d0824ef12724\", \"2aa36db7-d33a-4199-80eb-64ca619205bf\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 2.538}}, {\"96042\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-13 11:05:29.000000+00:00\", \"2020-10-25 21:09:58.000000+00:00\"], \"session_ids\": [\"733493a3-fa62-49dd-8fa5-771adca63c95\", \"0f6eaa23-489d-4f80-ae2d-9f6d60e18538\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.095}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 3 users who hold the bottom position in total amount of duration and in addition implement sorting by name of the town desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64369\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-17 01:41:04.000000+00:00\", \"2021-08-12 13:00:30.000000+00:00\", \"2023-04-23 14:34:29.000000+00:00\", \"2021-06-28 10:03:29.000000+00:00\", \"2021-05-21 12:19:21.000000+00:00\", \"2020-03-26 15:07:28.000000+00:00\", \"2022-10-16 19:05:24.000000+00:00\"], \"session_ids\": [\"abfcdc94-21c1-48aa-b4b1-71953fb39188\", \"fd741431-d2dd-4471-9ee2-b4d69083bf31\", \"d6105e39-c188-4aca-98af-a09947891d79\", \"fddb0aa9-b4a4-4fcb-8e7c-fc065ce1dafd\", \"4d0c25e5-27be-4a5f-bc9f-a4d388ade10a\", \"4e3156af-5084-4d6e-9f34-e76c5f79adb5\", \"9ed6a721-695d-42c4-8730-67d39785d586\"], \"total_duration\": 1984.0, \"total_sessions\": 7, \"mean_week_duration\": 9.631}, \"96342\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2019-03-05 07:28:07.000000+00:00\", \"2021-09-24 13:06:20.000000+00:00\"], \"session_ids\": [\"99a19442-6254-4902-9cf4-a970b71c8141\", \"3d40e153-0173-4723-b090-dc536afdb6e8\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 1.731}, \"61064\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-16 19:41:52.000000+00:00\", \"2020-05-24 06:10:49.000000+00:00\", \"2023-05-21 07:40:24.000000+00:00\", \"2021-04-13 09:29:27.000000+00:00\", \"2019-09-06 09:43:49.000000+00:00\", \"2021-05-14 14:17:04.000000+00:00\", \"2022-06-01 15:03:43.000000+00:00\"], \"session_ids\": [\"555d5476-101e-4964-b581-5653592b2f25\", \"67010cc3-3896-49ee-891a-5cd24b8dad63\", \"e5c0f8bd-c25c-49a4-95d9-ea4f90774c4b\", \"c8983d3e-3fb9-414d-a093-3293a132dd72\", \"52b4fa97-f8ab-4c86-b7e0-6b5d31da70ef\", \"44b33115-882b-4944-8c34-6b2dde91e7c2\", \"65087b68-4a2f-4ebe-b154-af85b325cb2e\"], \"total_duration\": 3771.0, \"total_sessions\": 7, \"mean_week_duration\": 19.438}, \"58091\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-06-24 03:24:45.000000+00:00\", \"2021-01-12 12:53:55.000000+00:00\"], \"session_ids\": [\"78b189ae-dd9f-4049-a5b2-55c129c8a40d\", \"06f96934-d232-4a63-af56-9afba02471da\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 6.053}, \"13315\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-09-27 22:18:25.000000+00:00\", \"2019-02-27 14:23:17.000000+00:00\"], \"session_ids\": [\"15ee385b-9f84-438b-9b55-c0b1204f5ebe\", \"22375032-89ea-4f01-8c62-5d429df21287\"], \"total_duration\": 359.0, \"total_sessions\": 2, \"mean_week_duration\": 11.581}, \"42088\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-04 19:14:01.000000+00:00\", \"2022-09-11 23:43:35.000000+00:00\", \"2019-07-28 03:32:48.000000+00:00\", \"2020-07-06 02:42:22.000000+00:00\"], \"session_ids\": [\"c6fc40d4-101b-4aa4-b6a5-549d336e01d7\", \"ed7909d1-de46-4722-80ee-cdf0cd97c01f\", \"baf18765-6f5c-4aa5-96bc-86d390ea25ee\", \"2000acc5-8124-4c58-bbf9-1ddb90efa23c\"], \"total_duration\": 146.0, \"total_sessions\": 4, \"mean_week_duration\": 0.896}, \"82449\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-01 21:30:29.000000+00:00\", \"2021-07-16 10:02:58.000000+00:00\", \"2021-10-18 21:49:04.000000+00:00\", \"2022-05-29 12:39:42.000000+00:00\", \"2019-08-14 08:09:23.000000+00:00\", \"2022-06-14 14:48:40.000000+00:00\"], \"session_ids\": [\"db44faac-e75e-4543-9dd8-97f650df682b\", \"7c1dee9a-c5a6-4888-aea1-1a7585095281\", \"120290f8-71bb-4aa7-ba50-d8c20c5dffd0\", \"18ea0fee-800c-44d0-8fae-5ba67180fb29\", \"360f4e94-8a41-4b46-895b-948c8d1e39ff\", \"585bdb03-1f77-438f-b645-086d85c4e645\"], \"total_duration\": 46.0, \"total_sessions\": 6, \"mean_week_duration\": 0.311}, \"76210\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-16 06:35:48.000000+00:00\", \"2021-05-15 19:58:56.000000+00:00\", \"2021-03-24 13:56:47.000000+00:00\"], \"session_ids\": [\"159b8bb9-e6b0-4e31-8596-a4849ce4ddbb\", \"238a2f04-b649-4820-9573-5581dd6fbaa6\", \"000bc55c-f63d-455e-8ab0-5538f4639959\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.204}, \"45903\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-03-24 22:41:36.000000+00:00\", \"2019-08-13 00:05:40.000000+00:00\", \"2020-04-08 17:06:44.000000+00:00\"], \"session_ids\": [\"4d6a16b1-2649-4890-bcd8-d95b23517d74\", \"f5d5e01c-ef9a-46eb-9d02-feb906582602\", \"d6ad8e87-f0c9-47ad-aee1-6b6c0c0ac290\"], \"total_duration\": 290.0, \"total_sessions\": 3, \"mean_week_duration\": 5.273}, \"94289\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-11-09 21:19:21.000000+00:00\", \"2019-03-22 02:07:45.000000+00:00\"], \"session_ids\": [\"7aaebf74-1899-4022-9686-f9360e58a387\", \"d22dee8e-4316-4d4b-9fc8-e4ecb9862fee\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.256}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest 3 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 3}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"76210\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-16 06:35:48.000000+00:00\", \"2021-05-15 19:58:56.000000+00:00\", \"2021-03-24 13:56:47.000000+00:00\"], \"session_ids\": [\"159b8bb9-e6b0-4e31-8596-a4849ce4ddbb\", \"238a2f04-b649-4820-9573-5581dd6fbaa6\", \"000bc55c-f63d-455e-8ab0-5538f4639959\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.204}}, {\"82449\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-01 21:30:29.000000+00:00\", \"2021-07-16 10:02:58.000000+00:00\", \"2021-10-18 21:49:04.000000+00:00\", \"2022-05-29 12:39:42.000000+00:00\", \"2019-08-14 08:09:23.000000+00:00\", \"2022-06-14 14:48:40.000000+00:00\"], \"session_ids\": [\"db44faac-e75e-4543-9dd8-97f650df682b\", \"7c1dee9a-c5a6-4888-aea1-1a7585095281\", \"120290f8-71bb-4aa7-ba50-d8c20c5dffd0\", \"18ea0fee-800c-44d0-8fae-5ba67180fb29\", \"360f4e94-8a41-4b46-895b-948c8d1e39ff\", \"585bdb03-1f77-438f-b645-086d85c4e645\"], \"total_duration\": 46.0, \"total_sessions\": 6, \"mean_week_duration\": 0.311}}, {\"94289\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-11-09 21:19:21.000000+00:00\", \"2019-03-22 02:07:45.000000+00:00\"], \"session_ids\": [\"7aaebf74-1899-4022-9686-f9360e58a387\", \"d22dee8e-4316-4d4b-9fc8-e4ecb9862fee\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.256}}]\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[{\"94289\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-11-09 21:19:21.000000+00:00\", \"2019-03-22 02:07:45.000000+00:00\"], \"session_ids\": [\"7aaebf74-1899-4022-9686-f9360e58a387\", \"d22dee8e-4316-4d4b-9fc8-e4ecb9862fee\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.256}}, {\"76210\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-16 06:35:48.000000+00:00\", \"2021-05-15 19:58:56.000000+00:00\", \"2021-03-24 13:56:47.000000+00:00\"], \"session_ids\": [\"159b8bb9-e6b0-4e31-8596-a4849ce4ddbb\", \"238a2f04-b649-4820-9573-5581dd6fbaa6\", \"000bc55c-f63d-455e-8ab0-5538f4639959\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.204}}, {\"82449\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-01 21:30:29.000000+00:00\", \"2021-07-16 10:02:58.000000+00:00\", \"2021-10-18 21:49:04.000000+00:00\", \"2022-05-29 12:39:42.000000+00:00\", \"2019-08-14 08:09:23.000000+00:00\", \"2022-06-14 14:48:40.000000+00:00\"], \"session_ids\": [\"db44faac-e75e-4543-9dd8-97f650df682b\", \"7c1dee9a-c5a6-4888-aea1-1a7585095281\", \"120290f8-71bb-4aa7-ba50-d8c20c5dffd0\", \"18ea0fee-800c-44d0-8fae-5ba67180fb29\", \"360f4e94-8a41-4b46-895b-948c8d1e39ff\", \"585bdb03-1f77-438f-b645-086d85c4e645\"], \"total_duration\": 46.0, \"total_sessions\": 6, \"mean_week_duration\": 0.311}}]\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[{\"94289\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-11-09 21:19:21.000000+00:00\", \"2019-03-22 02:07:45.000000+00:00\"], \"session_ids\": [\"7aaebf74-1899-4022-9686-f9360e58a387\", \"d22dee8e-4316-4d4b-9fc8-e4ecb9862fee\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.256}}, {\"76210\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-16 06:35:48.000000+00:00\", \"2021-05-15 19:58:56.000000+00:00\", \"2021-03-24 13:56:47.000000+00:00\"], \"session_ids\": [\"159b8bb9-e6b0-4e31-8596-a4849ce4ddbb\", \"238a2f04-b649-4820-9573-5581dd6fbaa6\", \"000bc55c-f63d-455e-8ab0-5538f4639959\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.204}}, {\"82449\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-01 21:30:29.000000+00:00\", \"2021-07-16 10:02:58.000000+00:00\", \"2021-10-18 21:49:04.000000+00:00\", \"2022-05-29 12:39:42.000000+00:00\", \"2019-08-14 08:09:23.000000+00:00\", \"2022-06-14 14:48:40.000000+00:00\"], \"session_ids\": [\"db44faac-e75e-4543-9dd8-97f650df682b\", \"7c1dee9a-c5a6-4888-aea1-1a7585095281\", \"120290f8-71bb-4aa7-ba50-d8c20c5dffd0\", \"18ea0fee-800c-44d0-8fae-5ba67180fb29\", \"360f4e94-8a41-4b46-895b-948c8d1e39ff\", \"585bdb03-1f77-438f-b645-086d85c4e645\"], \"total_duration\": 46.0, \"total_sessions\": 6, \"mean_week_duration\": 0.311}}]\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[{\"94289\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-11-09 21:19:21.000000+00:00\", \"2019-03-22 02:07:45.000000+00:00\"], \"session_ids\": [\"7aaebf74-1899-4022-9686-f9360e58a387\", \"d22dee8e-4316-4d4b-9fc8-e4ecb9862fee\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 1.256}}, {\"76210\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-16 06:35:48.000000+00:00\", \"2021-05-15 19:58:56.000000+00:00\", \"2021-03-24 13:56:47.000000+00:00\"], \"session_ids\": [\"159b8bb9-e6b0-4e31-8596-a4849ce4ddbb\", \"238a2f04-b649-4820-9573-5581dd6fbaa6\", \"000bc55c-f63d-455e-8ab0-5538f4639959\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.204}}, {\"82449\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-01 21:30:29.000000+00:00\", \"2021-07-16 10:02:58.000000+00:00\", \"2021-10-18 21:49:04.000000+00:00\", \"2022-05-29 12:39:42.000000+00:00\", \"2019-08-14 08:09:23.000000+00:00\", \"2022-06-14 14:48:40.000000+00:00\"], \"session_ids\": [\"db44faac-e75e-4543-9dd8-97f650df682b\", \"7c1dee9a-c5a6-4888-aea1-1a7585095281\", \"120290f8-71bb-4aa7-ba50-d8c20c5dffd0\", \"18ea0fee-800c-44d0-8fae-5ba67180fb29\", \"360f4e94-8a41-4b46-895b-948c8d1e39ff\", \"585bdb03-1f77-438f-b645-086d85c4e645\"], \"total_duration\": 46.0, \"total_sessions\": 6, \"mean_week_duration\": 0.311}}]\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 whose average of total time spent in the app per week is equal to than 6 and in addition implement sorting by total_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{\"89625\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-09-11 10:53:31.000000+00:00\", \"2022-01-20 06:29:58.000000+00:00\"], \"session_ids\": [\"3a8b623e-184a-428d-93bd-bc50b3f78cab\", \"ab550862-f388-48a6-a782-656b7bc61866\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 11.824}, \"84488\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-28 04:15:13.000000+00:00\", \"2019-06-06 19:36:15.000000+00:00\"], \"session_ids\": [\"458a5c98-cabd-4080-bfb4-f29c8ff0340b\", \"af064e14-e7e9-4ad1-a89e-2f7361ea8f8c\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 1.267}, \"48076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-08-19 12:34:17.000000+00:00\", \"2022-07-03 08:56:58.000000+00:00\"], \"session_ids\": [\"84b1c771-b7ea-42c2-8638-db57fd41254c\", \"6a7d6f19-0cfd-4e3a-a261-11ace25f9471\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 6.326}, \"84753\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 17}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-06-26 11:41:04.000000+00:00\", \"2020-06-07 01:27:49.000000+00:00\", \"2021-06-26 03:36:15.000000+00:00\", \"2020-12-14 12:57:45.000000+00:00\"], \"session_ids\": [\"4c1544d0-f19c-4703-842c-9c16437e1d6a\", \"34dc0a5d-45cf-4df2-a8f6-f2818a44c32e\", \"953d7bbe-440f-4caf-9e7d-af544be56ab7\", \"d83ecce6-4cbc-48e0-9f43-33dc761dedf8\"], \"total_duration\": 32.0, \"total_sessions\": 4, \"mean_week_duration\": 0.582}, \"93085\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-31 09:13:20.000000+00:00\", \"2020-01-16 04:29:30.000000+00:00\", \"2022-07-30 12:35:17.000000+00:00\", \"2021-10-04 12:28:26.000000+00:00\", \"2020-12-25 13:08:46.000000+00:00\"], \"session_ids\": [\"c92e478f-bdc7-4572-b799-5a15835b3d6f\", \"161e5c92-99b2-4cfd-ab01-a06c172060d5\", \"ad6a6534-e26a-4ab8-b3e6-cbc708f87ea1\", \"730113e5-e902-4f37-a0f6-fe080170dce1\", \"6dbc6d66-9a7b-4a1b-b328-19d1fe254a51\"], \"total_duration\": 2328.0, \"total_sessions\": 5, \"mean_week_duration\": 17.504}, \"4403\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-16 13:26:40.000000+00:00\", \"2020-10-07 18:34:04.000000+00:00\", \"2020-06-08 05:59:38.000000+00:00\"], \"session_ids\": [\"f5e7c590-c41a-48f5-a143-d5499df9b3c1\", \"af7a841a-3233-4976-b690-b4c1a49d5906\", \"6e56acab-7a84-401d-b8e5-af84d8938c39\"], \"total_duration\": 451.0, \"total_sessions\": 3, \"mean_week_duration\": 3.417}, \"58907\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-16 02:18:09.000000+00:00\", \"2023-05-15 22:39:18.000000+00:00\", \"2021-09-24 05:14:00.000000+00:00\", \"2019-04-21 11:39:01.000000+00:00\", \"2021-09-10 15:34:28.000000+00:00\", \"2020-11-05 12:28:41.000000+00:00\"], \"session_ids\": [\"cb33adac-0814-428e-a29a-7bbafcc79e04\", \"6c081417-a3f9-4976-bfe4-d522c678ccff\", \"dce9028b-3644-4688-b7db-c0572363e6a6\", \"cf004abb-03f6-4b9c-add6-4ae248c83a3d\", \"d4eb4f39-d5c9-4e5f-ba7e-24e97667dfb2\", \"f20b31e4-2f84-490e-b3c3-61293ae7ca20\"], \"total_duration\": 4938.0, \"total_sessions\": 6, \"mean_week_duration\": 23.183}, \"72671\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-05-03 08:42:56.000000+00:00\", \"2020-01-03 07:55:10.000000+00:00\", \"2022-01-21 10:06:53.000000+00:00\"], \"session_ids\": [\"737e9048-ae42-4550-b889-3d6c65de6961\", \"fe730987-2c09-4744-8077-c2b13f99d8ee\", \"8b52296c-470b-46d9-a8d7-db5d68579cee\"], \"total_duration\": 256.0, \"total_sessions\": 3, \"mean_week_duration\": 2.393}, \"48343\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-03-15 02:03:27.000000+00:00\", \"2019-04-07 00:20:42.000000+00:00\"], \"session_ids\": [\"80274d23-87a6-4f75-b4fc-ba2ceb22291c\", \"6101f9ae-c60a-4824-8162-1c44db09ff5a\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 1.306}, \"51532\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-03 01:45:20.000000+00:00\", \"2021-11-25 10:32:02.000000+00:00\", \"2021-10-11 22:37:48.000000+00:00\"], \"session_ids\": [\"036b9734-8b3f-4a9c-ab33-c85725872f54\", \"2652116f-9bff-432f-97b6-79655fb32fcd\", \"fc0b12da-b30b-47e8-8814-0f9e68f7b956\"], \"total_duration\": 951.0, \"total_sessions\": 3, \"mean_week_duration\": 7.097}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[6, 37]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding user with a total sessoins count that is above 3 and below 10, exclusive 10 + apply sorting by overall total duration ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"48032\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-29 08:03:55.000000+00:00\", \"2021-04-04 18:58:23.000000+00:00\", \"2019-01-16 06:58:51.000000+00:00\"], \"session_ids\": [\"d28989d9-6acf-4797-855d-6b667c4efa20\", \"365dee4b-3b21-4256-9e1d-241fd9cac077\", \"391f505c-ddfc-43db-af4e-319061a7e264\"], \"total_duration\": 291.0, \"total_sessions\": 3, \"mean_week_duration\": 2.509}, \"65243\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-07-01 08:44:48.000000+00:00\", \"2022-02-13 17:33:19.000000+00:00\", \"2019-01-19 23:27:54.000000+00:00\", \"2019-12-09 03:37:19.000000+00:00\", \"2021-09-27 14:00:58.000000+00:00\", \"2021-05-15 11:16:08.000000+00:00\", \"2020-02-13 08:09:51.000000+00:00\", \"2019-06-29 00:53:14.000000+00:00\", \"2022-08-02 13:08:59.000000+00:00\", \"2019-01-26 03:39:31.000000+00:00\"], \"session_ids\": [\"c1a9c9f7-addc-47d6-8ba1-4ff2d87f239c\", \"3cff6529-bc75-4667-b04f-0085a9d33a96\", \"2a98553b-eed6-4921-adae-eaa97358e13e\", \"ae4c5f16-2d44-4199-8c63-b246f7b0897c\", \"61ac1c93-77d1-470c-8c40-a67dcfcbc026\", \"7de66d13-275a-4b49-a5d4-a0d982377458\", \"b7f7e09a-df58-41ad-bdce-99939d56a6ee\", \"1071c654-6249-4380-a536-ef9761843399\", \"34826572-1a41-495c-879a-270470b9a1a1\", \"ccf8611f-919c-458e-8bb5-2c037445ea9e\"], \"total_duration\": 4335.0, \"total_sessions\": 10, \"mean_week_duration\": 23.432}, \"29475\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 7, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-06 23:18:46.000000+00:00\", \"2022-07-31 18:50:37.000000+00:00\"], \"session_ids\": [\"5a9a03d4-f85b-4613-a485-3310b024d44c\", \"340e6d44-1577-49e1-a74b-9f5ad6f07b7e\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 2.179}, \"56115\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-05-15 22:16:47.000000+00:00\", \"2023-01-18 19:06:23.000000+00:00\"], \"session_ids\": [\"0fa81fca-372f-4ae9-a0b9-8b5c71dbbb15\", \"a9a35d07-8e59-45b0-a693-d9a76a33251f\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.573}, \"50239\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2020-07-17 16:15:49.000000+00:00\", \"2022-02-18 09:03:14.000000+00:00\"], \"session_ids\": [\"5fcc4567-7cc6-4060-8c53-75986febd1b8\", \"fae5af6c-6154-454e-ad48-1e85f798e781\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 2.699}, \"26115\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-08-13 07:20:53.000000+00:00\", \"2019-10-03 17:56:33.000000+00:00\"], \"session_ids\": [\"9856a0ab-76b4-4330-8e31-f688ae1929bd\", \"6e40fdd8-2f51-4ba3-a230-c859a4cf019c\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 1.68}, \"95771\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-05-06 09:33:38.000000+00:00\", \"2020-09-26 21:53:54.000000+00:00\"], \"session_ids\": [\"1365b508-572b-4c56-bb5e-726b72dd7e4d\", \"369888be-a07d-4bcf-8a1e-1c7df56f065d\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 2.238}, \"71158\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-04 22:48:50.000000+00:00\", \"2020-01-20 19:53:52.000000+00:00\", \"2021-07-23 12:37:26.000000+00:00\"], \"session_ids\": [\"f23a6c91-10f8-4f27-a7f3-6193e72e3eec\", \"223b6dc8-0a2d-4def-8ff2-3e66c5b2fec8\", \"7734e5ab-40b2-4670-b74f-b9bd5fb4b5b2\"], \"total_duration\": 358.0, \"total_sessions\": 3, \"mean_week_duration\": 3.653}, \"13104\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-03-19 10:52:33.000000+00:00\", \"2021-07-15 04:41:06.000000+00:00\"], \"session_ids\": [\"1fccdeaa-22e8-47b8-b353-7e05d70c1203\", \"c55d7cec-60f7-43fb-b781-c779f9b50ca3\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 13.059}, \"86998\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-09-03 11:24:43.000000+00:00\", \"2022-10-29 01:00:24.000000+00:00\"], \"session_ids\": [\"edce80a4-8b4e-4152-a544-102f232bde71\", \"9f96b928-75cf-4f9c-96fe-4d9cda84755d\"], \"total_duration\": 222.0, \"total_sessions\": 2, \"mean_week_duration\": 1.345}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 3 and are less than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[3, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"48032\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-29 08:03:55.000000+00:00\", \"2021-04-04 18:58:23.000000+00:00\", \"2019-01-16 06:58:51.000000+00:00\"], \"session_ids\": [\"d28989d9-6acf-4797-855d-6b667c4efa20\", \"365dee4b-3b21-4256-9e1d-241fd9cac077\", \"391f505c-ddfc-43db-af4e-319061a7e264\"], \"total_duration\": 291.0, \"total_sessions\": 3, \"mean_week_duration\": 2.509}, \"71158\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-04 22:48:50.000000+00:00\", \"2020-01-20 19:53:52.000000+00:00\", \"2021-07-23 12:37:26.000000+00:00\"], \"session_ids\": [\"f23a6c91-10f8-4f27-a7f3-6193e72e3eec\", \"223b6dc8-0a2d-4def-8ff2-3e66c5b2fec8\", \"7734e5ab-40b2-4670-b74f-b9bd5fb4b5b2\"], \"total_duration\": 358.0, \"total_sessions\": 3, \"mean_week_duration\": 3.653}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"48032\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-29 08:03:55.000000+00:00\", \"2021-04-04 18:58:23.000000+00:00\", \"2019-01-16 06:58:51.000000+00:00\"], \"session_ids\": [\"d28989d9-6acf-4797-855d-6b667c4efa20\", \"365dee4b-3b21-4256-9e1d-241fd9cac077\", \"391f505c-ddfc-43db-af4e-319061a7e264\"], \"total_duration\": 291.0, \"total_sessions\": 3, \"mean_week_duration\": 2.509}}, {\"71158\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-04 22:48:50.000000+00:00\", \"2020-01-20 19:53:52.000000+00:00\", \"2021-07-23 12:37:26.000000+00:00\"], \"session_ids\": [\"f23a6c91-10f8-4f27-a7f3-6193e72e3eec\", \"223b6dc8-0a2d-4def-8ff2-3e66c5b2fec8\", \"7734e5ab-40b2-4670-b74f-b9bd5fb4b5b2\"], \"total_duration\": 358.0, \"total_sessions\": 3, \"mean_week_duration\": 3.653}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"48032\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-29 08:03:55.000000+00:00\", \"2021-04-04 18:58:23.000000+00:00\", \"2019-01-16 06:58:51.000000+00:00\"], \"session_ids\": [\"d28989d9-6acf-4797-855d-6b667c4efa20\", \"365dee4b-3b21-4256-9e1d-241fd9cac077\", \"391f505c-ddfc-43db-af4e-319061a7e264\"], \"total_duration\": 291.0, \"total_sessions\": 3, \"mean_week_duration\": 2.509}}]\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[{\"48032\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-29 08:03:55.000000+00:00\", \"2021-04-04 18:58:23.000000+00:00\", \"2019-01-16 06:58:51.000000+00:00\"], \"session_ids\": [\"d28989d9-6acf-4797-855d-6b667c4efa20\", \"365dee4b-3b21-4256-9e1d-241fd9cac077\", \"391f505c-ddfc-43db-af4e-319061a7e264\"], \"total_duration\": 291.0, \"total_sessions\": 3, \"mean_week_duration\": 2.509}}]\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 8 users whose median of duration of sessions per week is less than 47 and greater than 11 , and put to use sorting by time spent on the site asc."
}
] |
[
{
"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{\"47215\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-01 16:06:17.000000+00:00\", \"2020-07-08 17:04:49.000000+00:00\", \"2019-06-29 21:20:36.000000+00:00\", \"2022-04-04 11:31:50.000000+00:00\", \"2020-05-08 15:20:47.000000+00:00\", \"2021-06-22 23:18:56.000000+00:00\", \"2019-10-11 21:12:28.000000+00:00\"], \"session_ids\": [\"ca8b1b53-9361-4df7-be68-296ebb9372df\", \"e3a520e2-8f35-4009-8997-ac797ff9eb20\", \"d969bc0b-4fec-45ef-8e46-b87f910753f4\", \"3a325c4f-51a7-44fc-be5b-3cb33c5c4daa\", \"6dc14f69-a359-43d6-a03f-289a1d04c295\", \"777e8a15-fc1e-470e-b421-6bb36ecec07b\", \"7f12ea19-6afc-47d4-9b04-b1e8d000bb45\"], \"total_duration\": 547.0, \"total_sessions\": 7, \"mean_week_duration\": 3.772}, \"43180\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-17 05:26:55.000000+00:00\", \"2022-05-10 18:50:03.000000+00:00\"], \"session_ids\": [\"f52d33cd-0bcb-4644-8774-221085224414\", \"8a9aff39-5fd5-4336-a020-9b487801e5e0\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 3.054}, \"67453\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-12-15 01:03:20.000000+00:00\", \"2019-04-09 10:49:55.000000+00:00\", \"2021-08-12 10:01:20.000000+00:00\", \"2022-12-15 04:20:08.000000+00:00\", \"2022-08-29 09:35:53.000000+00:00\", \"2021-10-13 15:04:39.000000+00:00\", \"2020-12-17 04:32:44.000000+00:00\", \"2021-04-11 14:41:07.000000+00:00\"], \"session_ids\": [\"43939de5-39ce-4414-a9cf-4090d3775f5f\", \"89b640ff-f256-4dce-b4d2-c5792cc27618\", \"f857e2d4-9f45-4d67-977c-c291ba1c7bc6\", \"1d570048-e611-4148-967c-fee580f89fa1\", \"04f56891-8279-45d9-b070-961cc92ecb37\", \"539916cb-aa23-4d38-843d-f3d41a4f53c3\", \"0d412c90-0b6c-4eda-87bb-d1831c5aaf75\", \"4d5aca3f-be07-43a0-a9ef-fcd0e5d16f94\"], \"total_duration\": 1873.0, \"total_sessions\": 8, \"mean_week_duration\": 9.705}, \"1509\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-02-22 11:47:55.000000+00:00\", \"2019-06-25 06:46:22.000000+00:00\", \"2023-01-27 09:01:36.000000+00:00\", \"2020-12-07 23:30:43.000000+00:00\"], \"session_ids\": [\"5c02e2cc-e3aa-4bf0-afa8-64206198bd69\", \"e82c6118-dde6-4d61-9cf1-076fc17b69c1\", \"fd98460c-e1ad-4af7-9388-0df56767e615\", \"0ef8904c-61fa-4e04-82e8-bc43a2fd2390\"], \"total_duration\": 2015.0, \"total_sessions\": 4, \"mean_week_duration\": 10.495}, \"13908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-12-18 16:27:01.000000+00:00\", \"2021-07-21 16:50:27.000000+00:00\", \"2019-12-02 20:21:15.000000+00:00\"], \"session_ids\": [\"1b28cd0a-13a6-4e72-bf55-9aa408f1e4cd\", \"7aea7902-f505-42cb-94c7-335cec429397\", \"18a10a51-ae57-4d61-85be-b1d5b7cb21ea\"], \"total_duration\": 663.0, \"total_sessions\": 3, \"mean_week_duration\": 6.196}, \"35571\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-07-01 19:45:18.000000+00:00\", \"2020-01-19 08:42:19.000000+00:00\"], \"session_ids\": [\"644e7f8e-09b6-4b65-9eb4-738157b2f947\", \"1df29bd8-d5fb-4c4e-a42e-a3542cec8d51\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 16.375}, \"45973\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-24 04:52:58.000000+00:00\", \"2021-08-19 23:37:29.000000+00:00\", \"2023-01-02 23:15:44.000000+00:00\", \"2019-10-20 03:24:20.000000+00:00\", \"2019-10-12 15:44:53.000000+00:00\"], \"session_ids\": [\"ab97b27f-42b0-45b7-b3a1-7ac74fb63ed8\", \"9b8536e9-53a4-47b5-890f-274ca9807577\", \"6df6ff25-3ab8-4fee-be29-08080353b8db\", \"d7c60893-098a-4eb2-b18f-7bf981c3baeb\", \"97bbeb14-97c2-44f6-9adf-e19ad1c85e09\"], \"total_duration\": 39.0, \"total_sessions\": 5, \"mean_week_duration\": 0.231}, \"28629\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-08-03 22:31:35.000000+00:00\", \"2022-05-17 06:42:24.000000+00:00\", \"2020-09-23 02:35:46.000000+00:00\"], \"session_ids\": [\"5c359eb1-0101-4ed3-8b26-49ec6e5ad155\", \"a7e5c408-73dc-4c67-aae1-69d96b12bfb2\", \"28cf7a99-8317-4043-8396-4476be5c3525\"], \"total_duration\": 25.0, \"total_sessions\": 3, \"mean_week_duration\": 0.269}, \"1045\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-08-02 04:24:14.000000+00:00\", \"2022-07-17 04:13:39.000000+00:00\", \"2020-03-12 08:15:17.000000+00:00\"], \"session_ids\": [\"75ef9ffa-3c5e-45f6-b95c-352c0d0c89f7\", \"b3dbeb5c-994f-4add-9187-ea8e88920adf\", \"b06f76a1-d468-4014-8c87-ef9a12ebb17e\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.634}, \"56695\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-09-16 13:02:49.000000+00:00\", \"2023-05-22 15:56:03.000000+00:00\"], \"session_ids\": [\"bfd568b6-60b3-4d77-8b66-ccd015f71055\", \"f49ff6df-a7d9-42c2-ac8f-61287a33999a\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.266}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 11 and are equal or less than 47"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 47]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"35571\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-07-01 19:45:18.000000+00:00\", \"2020-01-19 08:42:19.000000+00:00\"], \"session_ids\": [\"644e7f8e-09b6-4b65-9eb4-738157b2f947\", \"1df29bd8-d5fb-4c4e-a42e-a3542cec8d51\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 16.375}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"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[{\"35571\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-07-01 19:45:18.000000+00:00\", \"2020-01-19 08:42:19.000000+00:00\"], \"session_ids\": [\"644e7f8e-09b6-4b65-9eb4-738157b2f947\", \"1df29bd8-d5fb-4c4e-a42e-a3542cec8d51\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 16.375}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding 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[{\"35571\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-07-01 19:45:18.000000+00:00\", \"2020-01-19 08:42:19.000000+00:00\"], \"session_ids\": [\"644e7f8e-09b6-4b65-9eb4-738157b2f947\", \"1df29bd8-d5fb-4c4e-a42e-a3542cec8d51\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 16.375}}]\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[{\"35571\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-07-01 19:45:18.000000+00:00\", \"2020-01-19 08:42:19.000000+00:00\"], \"session_ids\": [\"644e7f8e-09b6-4b65-9eb4-738157b2f947\", \"1df29bd8-d5fb-4c4e-a42e-a3542cec8d51\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 16.375}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about user with a time in app that is above 2707 and below 1043, exclusive 1043 , and do sorting by time in app per week form the highest to the lowest as well as get rid of all entries, except 2."
}
] |
[
{
"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{\"67954\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-02-19 01:02:53.000000+00:00\", \"2023-02-22 23:16:21.000000+00:00\"], \"session_ids\": [\"5a809435-968d-4340-a767-5b9ff89c6f20\", \"e644e469-a5bf-4cb2-86bf-81b0d44d1371\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}, \"14605\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-10-31 10:31:03.000000+00:00\", \"2019-01-07 06:18:58.000000+00:00\"], \"session_ids\": [\"aeff9c6c-448a-46f4-977e-27230e610bd8\", \"f39fc3c0-f787-423f-8ff5-1b208d4c4f4b\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 1.14}, \"36910\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-26 18:16:34.000000+00:00\", \"2021-03-10 05:06:19.000000+00:00\"], \"session_ids\": [\"b8779c02-039b-4ac1-b9c9-9d4eaa1c4b7b\", \"a8e4d6aa-ee26-46f4-920d-58959ff27a11\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 9.091}, \"97721\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-03-01 16:54:56.000000+00:00\", \"2020-02-23 02:15:51.000000+00:00\", \"2022-06-09 17:28:48.000000+00:00\", \"2020-04-16 20:02:03.000000+00:00\", \"2023-05-22 19:53:22.000000+00:00\", \"2019-08-04 16:43:30.000000+00:00\", \"2023-05-08 17:23:31.000000+00:00\", \"2019-06-22 03:16:57.000000+00:00\"], \"session_ids\": [\"bc30d80e-1809-473e-9ba2-619a106f9f1d\", \"7fb35df7-4f63-4df0-b51e-fc9af9cb54d2\", \"f46c68bd-d981-4f22-a6cc-ce065eb66a08\", \"ccad3b21-5905-4120-96d9-d3bc39c4a0b2\", \"27dcd8d7-0d39-4155-a411-61d97b509538\", \"dfa18a43-1507-4e63-b52d-4deac37d2925\", \"400cc999-3c43-4a26-ba80-f549a2781579\", \"0d7c19fb-9b3b-4ac0-9b4f-52ae67c8e01c\"], \"total_duration\": 3387.0, \"total_sessions\": 8, \"mean_week_duration\": 16.522}, \"99404\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-23 02:12:30.000000+00:00\", \"2019-01-20 18:42:01.000000+00:00\", \"2019-01-30 20:45:42.000000+00:00\"], \"session_ids\": [\"c1899015-7de8-4614-a986-cdb6b32d49cf\", \"fbf8848c-3917-44e1-a934-0927b6ec969c\", \"b28c61c2-c697-4f3f-ba43-0e8241335804\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.267}, \"10333\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-05-26 22:36:19.000000+00:00\", \"2022-06-23 02:58:51.000000+00:00\"], \"session_ids\": [\"eb3faee0-338a-46f6-bf26-e64fb4f16c71\", \"f1f6dfd3-8541-48f6-b653-a79b20d3549f\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.168}, \"17387\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-02 21:42:30.000000+00:00\", \"2021-03-25 12:53:00.000000+00:00\"], \"session_ids\": [\"6aec88f0-a0dd-42d6-8b11-af8d20fb1673\", \"443a61f1-5ee7-4ec3-8adb-4f64a6d6ab6a\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 3.688}, \"64968\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-24 13:15:39.000000+00:00\", \"2022-04-20 10:28:37.000000+00:00\", \"2019-05-10 05:54:59.000000+00:00\"], \"session_ids\": [\"880f022a-4ec4-41d1-a5b1-22c906d6a9e0\", \"958c0b07-35ba-485c-8fdc-520abd272f9f\", \"bfa800da-c47e-4dd3-89ff-d46e7665c36c\"], \"total_duration\": 205.0, \"total_sessions\": 3, \"mean_week_duration\": 1.323}, \"13597\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-02-02 18:08:16.000000+00:00\", \"2021-01-08 10:18:32.000000+00:00\"], \"session_ids\": [\"047c737f-d920-4efa-95a1-981d2b95ce29\", \"eaf4a4ea-dd83-4c23-a79c-235852dcb175\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 55.0}, \"68417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-06-13 10:33:35.000000+00:00\", \"2019-10-12 13:05:08.000000+00:00\"], \"session_ids\": [\"1cc88f13-1494-49e7-9ea4-683af9308130\", \"457cefdf-a8bb-405d-9fde-8f21000681ab\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 1043 and are equal or greater than 2707"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1043, 2707]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"67954\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-02-19 01:02:53.000000+00:00\", \"2023-02-22 23:16:21.000000+00:00\"], \"session_ids\": [\"5a809435-968d-4340-a767-5b9ff89c6f20\", \"e644e469-a5bf-4cb2-86bf-81b0d44d1371\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}, \"14605\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-10-31 10:31:03.000000+00:00\", \"2019-01-07 06:18:58.000000+00:00\"], \"session_ids\": [\"aeff9c6c-448a-46f4-977e-27230e610bd8\", \"f39fc3c0-f787-423f-8ff5-1b208d4c4f4b\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 1.14}, \"36910\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-26 18:16:34.000000+00:00\", \"2021-03-10 05:06:19.000000+00:00\"], \"session_ids\": [\"b8779c02-039b-4ac1-b9c9-9d4eaa1c4b7b\", \"a8e4d6aa-ee26-46f4-920d-58959ff27a11\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 9.091}, \"99404\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-23 02:12:30.000000+00:00\", \"2019-01-20 18:42:01.000000+00:00\", \"2019-01-30 20:45:42.000000+00:00\"], \"session_ids\": [\"c1899015-7de8-4614-a986-cdb6b32d49cf\", \"fbf8848c-3917-44e1-a934-0927b6ec969c\", \"b28c61c2-c697-4f3f-ba43-0e8241335804\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.267}, \"10333\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-05-26 22:36:19.000000+00:00\", \"2022-06-23 02:58:51.000000+00:00\"], \"session_ids\": [\"eb3faee0-338a-46f6-bf26-e64fb4f16c71\", \"f1f6dfd3-8541-48f6-b653-a79b20d3549f\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.168}, \"17387\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-02 21:42:30.000000+00:00\", \"2021-03-25 12:53:00.000000+00:00\"], \"session_ids\": [\"6aec88f0-a0dd-42d6-8b11-af8d20fb1673\", \"443a61f1-5ee7-4ec3-8adb-4f64a6d6ab6a\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 3.688}, \"64968\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-24 13:15:39.000000+00:00\", \"2022-04-20 10:28:37.000000+00:00\", \"2019-05-10 05:54:59.000000+00:00\"], \"session_ids\": [\"880f022a-4ec4-41d1-a5b1-22c906d6a9e0\", \"958c0b07-35ba-485c-8fdc-520abd272f9f\", \"bfa800da-c47e-4dd3-89ff-d46e7665c36c\"], \"total_duration\": 205.0, \"total_sessions\": 3, \"mean_week_duration\": 1.323}, \"13597\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-02-02 18:08:16.000000+00:00\", \"2021-01-08 10:18:32.000000+00:00\"], \"session_ids\": [\"047c737f-d920-4efa-95a1-981d2b95ce29\", \"eaf4a4ea-dd83-4c23-a79c-235852dcb175\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 55.0}, \"68417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-06-13 10:33:35.000000+00:00\", \"2019-10-12 13:05:08.000000+00:00\"], \"session_ids\": [\"1cc88f13-1494-49e7-9ea4-683af9308130\", \"457cefdf-a8bb-405d-9fde-8f21000681ab\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}, \"97721\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-03-01 16:54:56.000000+00:00\", \"2020-02-23 02:15:51.000000+00:00\", \"2022-06-09 17:28:48.000000+00:00\", \"2020-04-16 20:02:03.000000+00:00\", \"2023-05-22 19:53:22.000000+00:00\", \"2019-08-04 16:43:30.000000+00:00\", \"2023-05-08 17:23:31.000000+00:00\", \"2019-06-22 03:16:57.000000+00:00\"], \"session_ids\": [\"bc30d80e-1809-473e-9ba2-619a106f9f1d\", \"7fb35df7-4f63-4df0-b51e-fc9af9cb54d2\", \"f46c68bd-d981-4f22-a6cc-ce065eb66a08\", \"ccad3b21-5905-4120-96d9-d3bc39c4a0b2\", \"27dcd8d7-0d39-4155-a411-61d97b509538\", \"dfa18a43-1507-4e63-b52d-4deac37d2925\", \"400cc999-3c43-4a26-ba80-f549a2781579\", \"0d7c19fb-9b3b-4ac0-9b4f-52ae67c8e01c\"], \"total_duration\": 3387.0, \"total_sessions\": 8, \"mean_week_duration\": 16.522}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"13597\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-02-02 18:08:16.000000+00:00\", \"2021-01-08 10:18:32.000000+00:00\"], \"session_ids\": [\"047c737f-d920-4efa-95a1-981d2b95ce29\", \"eaf4a4ea-dd83-4c23-a79c-235852dcb175\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 55.0}}, {\"97721\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-03-01 16:54:56.000000+00:00\", \"2020-02-23 02:15:51.000000+00:00\", \"2022-06-09 17:28:48.000000+00:00\", \"2020-04-16 20:02:03.000000+00:00\", \"2023-05-22 19:53:22.000000+00:00\", \"2019-08-04 16:43:30.000000+00:00\", \"2023-05-08 17:23:31.000000+00:00\", \"2019-06-22 03:16:57.000000+00:00\"], \"session_ids\": [\"bc30d80e-1809-473e-9ba2-619a106f9f1d\", \"7fb35df7-4f63-4df0-b51e-fc9af9cb54d2\", \"f46c68bd-d981-4f22-a6cc-ce065eb66a08\", \"ccad3b21-5905-4120-96d9-d3bc39c4a0b2\", \"27dcd8d7-0d39-4155-a411-61d97b509538\", \"dfa18a43-1507-4e63-b52d-4deac37d2925\", \"400cc999-3c43-4a26-ba80-f549a2781579\", \"0d7c19fb-9b3b-4ac0-9b4f-52ae67c8e01c\"], \"total_duration\": 3387.0, \"total_sessions\": 8, \"mean_week_duration\": 16.522}}, {\"36910\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-26 18:16:34.000000+00:00\", \"2021-03-10 05:06:19.000000+00:00\"], \"session_ids\": [\"b8779c02-039b-4ac1-b9c9-9d4eaa1c4b7b\", \"a8e4d6aa-ee26-46f4-920d-58959ff27a11\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 9.091}}, {\"17387\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-02 21:42:30.000000+00:00\", \"2021-03-25 12:53:00.000000+00:00\"], \"session_ids\": [\"6aec88f0-a0dd-42d6-8b11-af8d20fb1673\", \"443a61f1-5ee7-4ec3-8adb-4f64a6d6ab6a\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 3.688}}, {\"64968\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-24 13:15:39.000000+00:00\", \"2022-04-20 10:28:37.000000+00:00\", \"2019-05-10 05:54:59.000000+00:00\"], \"session_ids\": [\"880f022a-4ec4-41d1-a5b1-22c906d6a9e0\", \"958c0b07-35ba-485c-8fdc-520abd272f9f\", \"bfa800da-c47e-4dd3-89ff-d46e7665c36c\"], \"total_duration\": 205.0, \"total_sessions\": 3, \"mean_week_duration\": 1.323}}, {\"14605\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-10-31 10:31:03.000000+00:00\", \"2019-01-07 06:18:58.000000+00:00\"], \"session_ids\": [\"aeff9c6c-448a-46f4-977e-27230e610bd8\", \"f39fc3c0-f787-423f-8ff5-1b208d4c4f4b\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 1.14}}, {\"68417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-06-13 10:33:35.000000+00:00\", \"2019-10-12 13:05:08.000000+00:00\"], \"session_ids\": [\"1cc88f13-1494-49e7-9ea4-683af9308130\", \"457cefdf-a8bb-405d-9fde-8f21000681ab\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}}, {\"67954\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-02-19 01:02:53.000000+00:00\", \"2023-02-22 23:16:21.000000+00:00\"], \"session_ids\": [\"5a809435-968d-4340-a767-5b9ff89c6f20\", \"e644e469-a5bf-4cb2-86bf-81b0d44d1371\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}}, {\"99404\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-23 02:12:30.000000+00:00\", \"2019-01-20 18:42:01.000000+00:00\", \"2019-01-30 20:45:42.000000+00:00\"], \"session_ids\": [\"c1899015-7de8-4614-a986-cdb6b32d49cf\", \"fbf8848c-3917-44e1-a934-0927b6ec969c\", \"b28c61c2-c697-4f3f-ba43-0e8241335804\"], \"total_duration\": 36.0, \"total_sessions\": 3, \"mean_week_duration\": 0.267}}, {\"10333\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-05-26 22:36:19.000000+00:00\", \"2022-06-23 02:58:51.000000+00:00\"], \"session_ids\": [\"eb3faee0-338a-46f6-bf26-e64fb4f16c71\", \"f1f6dfd3-8541-48f6-b653-a79b20d3549f\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.168}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude 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[{\"13597\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-02-02 18:08:16.000000+00:00\", \"2021-01-08 10:18:32.000000+00:00\"], \"session_ids\": [\"047c737f-d920-4efa-95a1-981d2b95ce29\", \"eaf4a4ea-dd83-4c23-a79c-235852dcb175\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 55.0}}, {\"97721\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-03-01 16:54:56.000000+00:00\", \"2020-02-23 02:15:51.000000+00:00\", \"2022-06-09 17:28:48.000000+00:00\", \"2020-04-16 20:02:03.000000+00:00\", \"2023-05-22 19:53:22.000000+00:00\", \"2019-08-04 16:43:30.000000+00:00\", \"2023-05-08 17:23:31.000000+00:00\", \"2019-06-22 03:16:57.000000+00:00\"], \"session_ids\": [\"bc30d80e-1809-473e-9ba2-619a106f9f1d\", \"7fb35df7-4f63-4df0-b51e-fc9af9cb54d2\", \"f46c68bd-d981-4f22-a6cc-ce065eb66a08\", \"ccad3b21-5905-4120-96d9-d3bc39c4a0b2\", \"27dcd8d7-0d39-4155-a411-61d97b509538\", \"dfa18a43-1507-4e63-b52d-4deac37d2925\", \"400cc999-3c43-4a26-ba80-f549a2781579\", \"0d7c19fb-9b3b-4ac0-9b4f-52ae67c8e01c\"], \"total_duration\": 3387.0, \"total_sessions\": 8, \"mean_week_duration\": 16.522}}]\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[{\"13597\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-02-02 18:08:16.000000+00:00\", \"2021-01-08 10:18:32.000000+00:00\"], \"session_ids\": [\"047c737f-d920-4efa-95a1-981d2b95ce29\", \"eaf4a4ea-dd83-4c23-a79c-235852dcb175\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 55.0}}, {\"97721\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-03-01 16:54:56.000000+00:00\", \"2020-02-23 02:15:51.000000+00:00\", \"2022-06-09 17:28:48.000000+00:00\", \"2020-04-16 20:02:03.000000+00:00\", \"2023-05-22 19:53:22.000000+00:00\", \"2019-08-04 16:43:30.000000+00:00\", \"2023-05-08 17:23:31.000000+00:00\", \"2019-06-22 03:16:57.000000+00:00\"], \"session_ids\": [\"bc30d80e-1809-473e-9ba2-619a106f9f1d\", \"7fb35df7-4f63-4df0-b51e-fc9af9cb54d2\", \"f46c68bd-d981-4f22-a6cc-ce065eb66a08\", \"ccad3b21-5905-4120-96d9-d3bc39c4a0b2\", \"27dcd8d7-0d39-4155-a411-61d97b509538\", \"dfa18a43-1507-4e63-b52d-4deac37d2925\", \"400cc999-3c43-4a26-ba80-f549a2781579\", \"0d7c19fb-9b3b-4ac0-9b4f-52ae67c8e01c\"], \"total_duration\": 3387.0, \"total_sessions\": 8, \"mean_week_duration\": 16.522}}]\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 2 users who have sessions count strictly less than 3 and greater than 8 (not including) in addition do sorting by average of total time spent in the app per week form the highest to the lowest , and save only 2 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{\"72000\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-09 09:11:27.000000+00:00\", \"2020-11-15 08:00:51.000000+00:00\"], \"session_ids\": [\"18409767-9da9-4fe0-8fee-31fdd07becd2\", \"14f7ea0c-029d-4709-94b4-03305305663e\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 46.0}, \"50431\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-10-27 18:31:47.000000+00:00\", \"2022-09-06 03:03:25.000000+00:00\", \"2019-03-09 14:18:35.000000+00:00\"], \"session_ids\": [\"bc22f9e5-17c2-49b9-ac52-fb878e688af2\", \"0206e2e9-e4bf-46fd-a268-82c71f961175\", \"14382737-2eca-4719-85b6-9e8c282152b3\"], \"total_duration\": 1035.0, \"total_sessions\": 3, \"mean_week_duration\": 5.656}, \"77680\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-15 16:25:22.000000+00:00\", \"2020-05-24 17:47:46.000000+00:00\"], \"session_ids\": [\"1ef58479-68cb-4e51-9aed-f4e340572678\", \"19dee4b0-5cd1-491d-bd48-935660505666\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 9.611}, \"33196\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-17 16:43:30.000000+00:00\", \"2021-06-17 12:51:30.000000+00:00\"], \"session_ids\": [\"2b9e1ded-d92a-4aa4-b6ea-7291c9ad935f\", \"0cf91b3b-cced-41b5-944a-9aa9ce4f3c15\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 2.456}, \"87482\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-11 03:45:11.000000+00:00\", \"2019-04-23 13:41:09.000000+00:00\"], \"session_ids\": [\"64902fc1-0d27-443d-b9ad-723d413363ca\", \"e9d0d9b0-e3db-4d5c-adb9-10c3466b25b7\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.616}, \"38402\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-06-24 00:42:36.000000+00:00\", \"2023-01-10 13:36:39.000000+00:00\", \"2021-03-16 06:15:16.000000+00:00\"], \"session_ids\": [\"c6ad1609-2a39-4fde-8972-362049a28c6d\", \"38360ab1-88da-4901-b1dd-b52333278725\", \"f105df9d-19d2-4f10-8cb1-8a5cb5e6208a\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 0.378}, \"26566\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-10-29 20:18:38.000000+00:00\", \"2022-12-27 18:19:51.000000+00:00\", \"2019-07-06 19:06:46.000000+00:00\", \"2020-09-27 12:11:15.000000+00:00\"], \"session_ids\": [\"c672a775-cdc7-46e5-9248-52da7bf8dcbe\", \"66c90264-91fc-4264-a13f-3204ea2bead0\", \"9af2be4c-b152-4c98-83df-4ff73bc7c358\", \"9cdb1de8-2648-4dea-acb1-d116434551e4\"], \"total_duration\": 594.0, \"total_sessions\": 4, \"mean_week_duration\": 3.264}, \"17781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 6, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-04-10 01:11:56.000000+00:00\", \"2022-09-18 21:17:43.000000+00:00\"], \"session_ids\": [\"3919388d-37a6-4a81-b6b8-a4fcdabf4a3e\", \"1c50d999-9ac8-4014-a202-c037b92c15ac\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 3.868}, \"11029\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-07 19:21:03.000000+00:00\", \"2020-01-16 21:50:45.000000+00:00\"], \"session_ids\": [\"67de9c06-51e6-4e7f-8450-2e9163ea4019\", \"c52c6de0-2936-4775-a61a-e650faee9d1b\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.541}, \"76315\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-08 21:07:14.000000+00:00\", \"2022-05-12 04:24:43.000000+00:00\", \"2023-03-29 19:02:28.000000+00:00\", \"2023-02-27 19:17:46.000000+00:00\", \"2023-04-23 01:25:42.000000+00:00\", \"2022-05-28 16:04:42.000000+00:00\", \"2023-05-13 10:02:10.000000+00:00\"], \"session_ids\": [\"71255290-a9c3-473c-9965-af7c9ec57066\", \"dc8dd834-dadc-41f4-93ae-f54c04360c49\", \"318257d7-9697-4468-8e9c-e8f82a777508\", \"2bc9d33b-5b3c-4a0c-b0a0-8d6f0626ea2d\", \"b2690ec9-4907-4f08-8e03-29137efb5bd6\", \"776217dd-90dc-4695-92b0-d5a32cf06989\", \"44fc17a2-07d8-4351-8994-e87dc794a9bf\"], \"total_duration\": 914.0, \"total_sessions\": 7, \"mean_week_duration\": 6.134}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 3 and are greater than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[3, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72000\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-09 09:11:27.000000+00:00\", \"2020-11-15 08:00:51.000000+00:00\"], \"session_ids\": [\"18409767-9da9-4fe0-8fee-31fdd07becd2\", \"14f7ea0c-029d-4709-94b4-03305305663e\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 46.0}, \"77680\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-15 16:25:22.000000+00:00\", \"2020-05-24 17:47:46.000000+00:00\"], \"session_ids\": [\"1ef58479-68cb-4e51-9aed-f4e340572678\", \"19dee4b0-5cd1-491d-bd48-935660505666\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 9.611}, \"33196\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-17 16:43:30.000000+00:00\", \"2021-06-17 12:51:30.000000+00:00\"], \"session_ids\": [\"2b9e1ded-d92a-4aa4-b6ea-7291c9ad935f\", \"0cf91b3b-cced-41b5-944a-9aa9ce4f3c15\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 2.456}, \"87482\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-11 03:45:11.000000+00:00\", \"2019-04-23 13:41:09.000000+00:00\"], \"session_ids\": [\"64902fc1-0d27-443d-b9ad-723d413363ca\", \"e9d0d9b0-e3db-4d5c-adb9-10c3466b25b7\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.616}, \"17781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 6, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-04-10 01:11:56.000000+00:00\", \"2022-09-18 21:17:43.000000+00:00\"], \"session_ids\": [\"3919388d-37a6-4a81-b6b8-a4fcdabf4a3e\", \"1c50d999-9ac8-4014-a202-c037b92c15ac\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 3.868}, \"11029\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-07 19:21:03.000000+00:00\", \"2020-01-16 21:50:45.000000+00:00\"], \"session_ids\": [\"67de9c06-51e6-4e7f-8450-2e9163ea4019\", \"c52c6de0-2936-4775-a61a-e650faee9d1b\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.541}}\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[{\"72000\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-09 09:11:27.000000+00:00\", \"2020-11-15 08:00:51.000000+00:00\"], \"session_ids\": [\"18409767-9da9-4fe0-8fee-31fdd07becd2\", \"14f7ea0c-029d-4709-94b4-03305305663e\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 46.0}}, {\"77680\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-15 16:25:22.000000+00:00\", \"2020-05-24 17:47:46.000000+00:00\"], \"session_ids\": [\"1ef58479-68cb-4e51-9aed-f4e340572678\", \"19dee4b0-5cd1-491d-bd48-935660505666\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 9.611}}, {\"17781\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 6, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-04-10 01:11:56.000000+00:00\", \"2022-09-18 21:17:43.000000+00:00\"], \"session_ids\": [\"3919388d-37a6-4a81-b6b8-a4fcdabf4a3e\", \"1c50d999-9ac8-4014-a202-c037b92c15ac\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 3.868}}, {\"33196\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-17 16:43:30.000000+00:00\", \"2021-06-17 12:51:30.000000+00:00\"], \"session_ids\": [\"2b9e1ded-d92a-4aa4-b6ea-7291c9ad935f\", \"0cf91b3b-cced-41b5-944a-9aa9ce4f3c15\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 2.456}}, {\"87482\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-11 03:45:11.000000+00:00\", \"2019-04-23 13:41:09.000000+00:00\"], \"session_ids\": [\"64902fc1-0d27-443d-b9ad-723d413363ca\", \"e9d0d9b0-e3db-4d5c-adb9-10c3466b25b7\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.616}}, {\"11029\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-07 19:21:03.000000+00:00\", \"2020-01-16 21:50:45.000000+00:00\"], \"session_ids\": [\"67de9c06-51e6-4e7f-8450-2e9163ea4019\", \"c52c6de0-2936-4775-a61a-e650faee9d1b\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.541}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"72000\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-09 09:11:27.000000+00:00\", \"2020-11-15 08:00:51.000000+00:00\"], \"session_ids\": [\"18409767-9da9-4fe0-8fee-31fdd07becd2\", \"14f7ea0c-029d-4709-94b4-03305305663e\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 46.0}}, {\"77680\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-15 16:25:22.000000+00:00\", \"2020-05-24 17:47:46.000000+00:00\"], \"session_ids\": [\"1ef58479-68cb-4e51-9aed-f4e340572678\", \"19dee4b0-5cd1-491d-bd48-935660505666\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 9.611}}]\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[{\"72000\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-09 09:11:27.000000+00:00\", \"2020-11-15 08:00:51.000000+00:00\"], \"session_ids\": [\"18409767-9da9-4fe0-8fee-31fdd07becd2\", \"14f7ea0c-029d-4709-94b4-03305305663e\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 46.0}}, {\"77680\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-15 16:25:22.000000+00:00\", \"2020-05-24 17:47:46.000000+00:00\"], \"session_ids\": [\"1ef58479-68cb-4e51-9aed-f4e340572678\", \"19dee4b0-5cd1-491d-bd48-935660505666\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 9.611}}]\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 want to know about users who have app usage time less than 1308 ( not including) + execute sorting by aver of time using the app per week form the highest to the lowest."
}
] |
[
{
"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{\"53640\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-01-15 20:10:18.000000+00:00\", \"2020-12-01 01:43:34.000000+00:00\"], \"session_ids\": [\"76f6ff8c-c6f8-41b2-b3ef-d748319452d4\", \"01a4d6cf-5078-464d-b24d-96d9020d792c\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 7.109}, \"1199\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-11 23:29:57.000000+00:00\", \"2019-03-23 02:41:36.000000+00:00\", \"2022-09-24 01:25:21.000000+00:00\", \"2020-05-31 18:25:11.000000+00:00\", \"2022-08-01 13:14:46.000000+00:00\", \"2022-06-25 01:20:49.000000+00:00\"], \"session_ids\": [\"c4a8ba94-4cff-4d86-bd7f-ecc0ab106142\", \"fe2d074e-2eb1-471d-9823-658e5bc3e208\", \"d8c9bf52-99a1-4d36-9906-cdaf1c307177\", \"52bdbb66-e760-4a0a-9634-71c00684e1d7\", \"7e195adb-35d2-43e4-9006-c33333b1013b\", \"306dcfa9-4521-4004-b2e7-1a1059eabaeb\"], \"total_duration\": 976.0, \"total_sessions\": 6, \"mean_week_duration\": 5.333}, \"16401\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-04-21 19:14:14.000000+00:00\", \"2021-01-26 18:59:12.000000+00:00\"], \"session_ids\": [\"199bd868-60bb-478a-a68a-20c6076ddafb\", \"d661e87b-a42f-4329-abbf-ae318435498d\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.256}, \"18231\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-05-10 11:16:31.000000+00:00\", \"2022-12-14 15:39:28.000000+00:00\"], \"session_ids\": [\"9e2a1ef6-aef6-495c-afaa-6ca48f68bf5c\", \"f5bb4eff-0e38-405c-aa31-f404d0637753\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 3.762}, \"8617\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-26 13:38:41.000000+00:00\", \"2023-06-27 15:49:41.000000+00:00\"], \"session_ids\": [\"cb5c7ea0-f716-4db2-b0e4-ec971837da29\", \"cfebb0a1-8deb-4689-ac5a-ee32bd1231ac\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.095}, \"72332\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-10-10 01:15:29.000000+00:00\", \"2019-06-24 03:34:34.000000+00:00\", \"2022-08-01 08:00:51.000000+00:00\", \"2022-11-21 02:00:27.000000+00:00\"], \"session_ids\": [\"d00ceec1-17ad-4984-857c-ab90a9046bfb\", \"775c1890-b70c-433c-a391-3e79d07a0c56\", \"76a5ddfd-167e-438c-935c-31c72ba14453\", \"0571f756-be9e-436e-9276-ade95005fda7\"], \"total_duration\": 1022.0, \"total_sessions\": 4, \"mean_week_duration\": 5.742}, \"90332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-31 13:07:24.000000+00:00\", \"2021-05-26 22:15:23.000000+00:00\", \"2020-09-28 15:01:48.000000+00:00\", \"2020-09-05 11:39:41.000000+00:00\"], \"session_ids\": [\"39823134-a018-4cb7-8026-c5795e9c335f\", \"be265523-61a3-4fa6-ac18-2631628607a7\", \"0f5cf5ec-48d5-429c-92aa-406661bd015a\", \"46ae0052-c586-4561-bc7b-faffc3a9621d\"], \"total_duration\": 77.0, \"total_sessions\": 4, \"mean_week_duration\": 0.74}, \"38791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-25 18:19:04.000000+00:00\", \"2019-03-23 13:57:32.000000+00:00\"], \"session_ids\": [\"4f95de32-f0c3-406a-8a9a-fe0b488b178e\", \"402bf9b7-8707-42be-a1aa-cf650d520823\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.225}, \"91841\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-01 17:37:35.000000+00:00\", \"2019-03-20 13:58:25.000000+00:00\", \"2022-04-27 01:36:55.000000+00:00\"], \"session_ids\": [\"5199bd9a-e05d-4565-b682-3935d793ed2c\", \"b51e51cc-625d-4a72-999d-af9672af2487\", \"d90b811e-c7a2-416c-8477-2577b98bbb79\"], \"total_duration\": 1068.0, \"total_sessions\": 3, \"mean_week_duration\": 6.593}, \"83019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-03 13:33:35.000000+00:00\", \"2020-11-03 19:03:55.000000+00:00\", \"2023-06-21 11:29:29.000000+00:00\", \"2021-12-06 08:23:54.000000+00:00\"], \"session_ids\": [\"fef778db-05f8-428e-b544-49277b9d1c6e\", \"bb926329-f447-4558-86de-e051ff956503\", \"19d10cff-7c33-411f-8f2a-8d217d22bddb\", \"3b9a52d8-87d1-4350-8660-fe96f0f44b69\"], \"total_duration\": 609.0, \"total_sessions\": 4, \"mean_week_duration\": 4.445}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose 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, 3240]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53640\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-01-15 20:10:18.000000+00:00\", \"2020-12-01 01:43:34.000000+00:00\"], \"session_ids\": [\"76f6ff8c-c6f8-41b2-b3ef-d748319452d4\", \"01a4d6cf-5078-464d-b24d-96d9020d792c\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 7.109}, \"1199\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-11 23:29:57.000000+00:00\", \"2019-03-23 02:41:36.000000+00:00\", \"2022-09-24 01:25:21.000000+00:00\", \"2020-05-31 18:25:11.000000+00:00\", \"2022-08-01 13:14:46.000000+00:00\", \"2022-06-25 01:20:49.000000+00:00\"], \"session_ids\": [\"c4a8ba94-4cff-4d86-bd7f-ecc0ab106142\", \"fe2d074e-2eb1-471d-9823-658e5bc3e208\", \"d8c9bf52-99a1-4d36-9906-cdaf1c307177\", \"52bdbb66-e760-4a0a-9634-71c00684e1d7\", \"7e195adb-35d2-43e4-9006-c33333b1013b\", \"306dcfa9-4521-4004-b2e7-1a1059eabaeb\"], \"total_duration\": 976.0, \"total_sessions\": 6, \"mean_week_duration\": 5.333}, \"16401\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-04-21 19:14:14.000000+00:00\", \"2021-01-26 18:59:12.000000+00:00\"], \"session_ids\": [\"199bd868-60bb-478a-a68a-20c6076ddafb\", \"d661e87b-a42f-4329-abbf-ae318435498d\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.256}, \"18231\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-05-10 11:16:31.000000+00:00\", \"2022-12-14 15:39:28.000000+00:00\"], \"session_ids\": [\"9e2a1ef6-aef6-495c-afaa-6ca48f68bf5c\", \"f5bb4eff-0e38-405c-aa31-f404d0637753\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 3.762}, \"8617\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-26 13:38:41.000000+00:00\", \"2023-06-27 15:49:41.000000+00:00\"], \"session_ids\": [\"cb5c7ea0-f716-4db2-b0e4-ec971837da29\", \"cfebb0a1-8deb-4689-ac5a-ee32bd1231ac\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.095}, \"72332\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-10-10 01:15:29.000000+00:00\", \"2019-06-24 03:34:34.000000+00:00\", \"2022-08-01 08:00:51.000000+00:00\", \"2022-11-21 02:00:27.000000+00:00\"], \"session_ids\": [\"d00ceec1-17ad-4984-857c-ab90a9046bfb\", \"775c1890-b70c-433c-a391-3e79d07a0c56\", \"76a5ddfd-167e-438c-935c-31c72ba14453\", \"0571f756-be9e-436e-9276-ade95005fda7\"], \"total_duration\": 1022.0, \"total_sessions\": 4, \"mean_week_duration\": 5.742}, \"90332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-31 13:07:24.000000+00:00\", \"2021-05-26 22:15:23.000000+00:00\", \"2020-09-28 15:01:48.000000+00:00\", \"2020-09-05 11:39:41.000000+00:00\"], \"session_ids\": [\"39823134-a018-4cb7-8026-c5795e9c335f\", \"be265523-61a3-4fa6-ac18-2631628607a7\", \"0f5cf5ec-48d5-429c-92aa-406661bd015a\", \"46ae0052-c586-4561-bc7b-faffc3a9621d\"], \"total_duration\": 77.0, \"total_sessions\": 4, \"mean_week_duration\": 0.74}, \"38791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-25 18:19:04.000000+00:00\", \"2019-03-23 13:57:32.000000+00:00\"], \"session_ids\": [\"4f95de32-f0c3-406a-8a9a-fe0b488b178e\", \"402bf9b7-8707-42be-a1aa-cf650d520823\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.225}, \"91841\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-01 17:37:35.000000+00:00\", \"2019-03-20 13:58:25.000000+00:00\", \"2022-04-27 01:36:55.000000+00:00\"], \"session_ids\": [\"5199bd9a-e05d-4565-b682-3935d793ed2c\", \"b51e51cc-625d-4a72-999d-af9672af2487\", \"d90b811e-c7a2-416c-8477-2577b98bbb79\"], \"total_duration\": 1068.0, \"total_sessions\": 3, \"mean_week_duration\": 6.593}, \"83019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-03 13:33:35.000000+00:00\", \"2020-11-03 19:03:55.000000+00:00\", \"2023-06-21 11:29:29.000000+00:00\", \"2021-12-06 08:23:54.000000+00:00\"], \"session_ids\": [\"fef778db-05f8-428e-b544-49277b9d1c6e\", \"bb926329-f447-4558-86de-e051ff956503\", \"19d10cff-7c33-411f-8f2a-8d217d22bddb\", \"3b9a52d8-87d1-4350-8660-fe96f0f44b69\"], \"total_duration\": 609.0, \"total_sessions\": 4, \"mean_week_duration\": 4.445}}\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[{\"53640\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-01-15 20:10:18.000000+00:00\", \"2020-12-01 01:43:34.000000+00:00\"], \"session_ids\": [\"76f6ff8c-c6f8-41b2-b3ef-d748319452d4\", \"01a4d6cf-5078-464d-b24d-96d9020d792c\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 7.109}}, {\"91841\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-01 17:37:35.000000+00:00\", \"2019-03-20 13:58:25.000000+00:00\", \"2022-04-27 01:36:55.000000+00:00\"], \"session_ids\": [\"5199bd9a-e05d-4565-b682-3935d793ed2c\", \"b51e51cc-625d-4a72-999d-af9672af2487\", \"d90b811e-c7a2-416c-8477-2577b98bbb79\"], \"total_duration\": 1068.0, \"total_sessions\": 3, \"mean_week_duration\": 6.593}}, {\"72332\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-10-10 01:15:29.000000+00:00\", \"2019-06-24 03:34:34.000000+00:00\", \"2022-08-01 08:00:51.000000+00:00\", \"2022-11-21 02:00:27.000000+00:00\"], \"session_ids\": [\"d00ceec1-17ad-4984-857c-ab90a9046bfb\", \"775c1890-b70c-433c-a391-3e79d07a0c56\", \"76a5ddfd-167e-438c-935c-31c72ba14453\", \"0571f756-be9e-436e-9276-ade95005fda7\"], \"total_duration\": 1022.0, \"total_sessions\": 4, \"mean_week_duration\": 5.742}}, {\"1199\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-11 23:29:57.000000+00:00\", \"2019-03-23 02:41:36.000000+00:00\", \"2022-09-24 01:25:21.000000+00:00\", \"2020-05-31 18:25:11.000000+00:00\", \"2022-08-01 13:14:46.000000+00:00\", \"2022-06-25 01:20:49.000000+00:00\"], \"session_ids\": [\"c4a8ba94-4cff-4d86-bd7f-ecc0ab106142\", \"fe2d074e-2eb1-471d-9823-658e5bc3e208\", \"d8c9bf52-99a1-4d36-9906-cdaf1c307177\", \"52bdbb66-e760-4a0a-9634-71c00684e1d7\", \"7e195adb-35d2-43e4-9006-c33333b1013b\", \"306dcfa9-4521-4004-b2e7-1a1059eabaeb\"], \"total_duration\": 976.0, \"total_sessions\": 6, \"mean_week_duration\": 5.333}}, {\"83019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-03 13:33:35.000000+00:00\", \"2020-11-03 19:03:55.000000+00:00\", \"2023-06-21 11:29:29.000000+00:00\", \"2021-12-06 08:23:54.000000+00:00\"], \"session_ids\": [\"fef778db-05f8-428e-b544-49277b9d1c6e\", \"bb926329-f447-4558-86de-e051ff956503\", \"19d10cff-7c33-411f-8f2a-8d217d22bddb\", \"3b9a52d8-87d1-4350-8660-fe96f0f44b69\"], \"total_duration\": 609.0, \"total_sessions\": 4, \"mean_week_duration\": 4.445}}, {\"18231\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-05-10 11:16:31.000000+00:00\", \"2022-12-14 15:39:28.000000+00:00\"], \"session_ids\": [\"9e2a1ef6-aef6-495c-afaa-6ca48f68bf5c\", \"f5bb4eff-0e38-405c-aa31-f404d0637753\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 3.762}}, {\"90332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-31 13:07:24.000000+00:00\", \"2021-05-26 22:15:23.000000+00:00\", \"2020-09-28 15:01:48.000000+00:00\", \"2020-09-05 11:39:41.000000+00:00\"], \"session_ids\": [\"39823134-a018-4cb7-8026-c5795e9c335f\", \"be265523-61a3-4fa6-ac18-2631628607a7\", \"0f5cf5ec-48d5-429c-92aa-406661bd015a\", \"46ae0052-c586-4561-bc7b-faffc3a9621d\"], \"total_duration\": 77.0, \"total_sessions\": 4, \"mean_week_duration\": 0.74}}, {\"16401\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-04-21 19:14:14.000000+00:00\", \"2021-01-26 18:59:12.000000+00:00\"], \"session_ids\": [\"199bd868-60bb-478a-a68a-20c6076ddafb\", \"d661e87b-a42f-4329-abbf-ae318435498d\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.256}}, {\"38791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-25 18:19:04.000000+00:00\", \"2019-03-23 13:57:32.000000+00:00\"], \"session_ids\": [\"4f95de32-f0c3-406a-8a9a-fe0b488b178e\", \"402bf9b7-8707-42be-a1aa-cf650d520823\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.225}}, {\"8617\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-26 13:38:41.000000+00:00\", \"2023-06-27 15:49:41.000000+00:00\"], \"session_ids\": [\"cb5c7ea0-f716-4db2-b0e4-ec971837da29\", \"cfebb0a1-8deb-4689-ac5a-ee32bd1231ac\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.095}}]\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[{\"53640\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-01-15 20:10:18.000000+00:00\", \"2020-12-01 01:43:34.000000+00:00\"], \"session_ids\": [\"76f6ff8c-c6f8-41b2-b3ef-d748319452d4\", \"01a4d6cf-5078-464d-b24d-96d9020d792c\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 7.109}}, {\"91841\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-01 17:37:35.000000+00:00\", \"2019-03-20 13:58:25.000000+00:00\", \"2022-04-27 01:36:55.000000+00:00\"], \"session_ids\": [\"5199bd9a-e05d-4565-b682-3935d793ed2c\", \"b51e51cc-625d-4a72-999d-af9672af2487\", \"d90b811e-c7a2-416c-8477-2577b98bbb79\"], \"total_duration\": 1068.0, \"total_sessions\": 3, \"mean_week_duration\": 6.593}}, {\"72332\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-10-10 01:15:29.000000+00:00\", \"2019-06-24 03:34:34.000000+00:00\", \"2022-08-01 08:00:51.000000+00:00\", \"2022-11-21 02:00:27.000000+00:00\"], \"session_ids\": [\"d00ceec1-17ad-4984-857c-ab90a9046bfb\", \"775c1890-b70c-433c-a391-3e79d07a0c56\", \"76a5ddfd-167e-438c-935c-31c72ba14453\", \"0571f756-be9e-436e-9276-ade95005fda7\"], \"total_duration\": 1022.0, \"total_sessions\": 4, \"mean_week_duration\": 5.742}}, {\"1199\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-11 23:29:57.000000+00:00\", \"2019-03-23 02:41:36.000000+00:00\", \"2022-09-24 01:25:21.000000+00:00\", \"2020-05-31 18:25:11.000000+00:00\", \"2022-08-01 13:14:46.000000+00:00\", \"2022-06-25 01:20:49.000000+00:00\"], \"session_ids\": [\"c4a8ba94-4cff-4d86-bd7f-ecc0ab106142\", \"fe2d074e-2eb1-471d-9823-658e5bc3e208\", \"d8c9bf52-99a1-4d36-9906-cdaf1c307177\", \"52bdbb66-e760-4a0a-9634-71c00684e1d7\", \"7e195adb-35d2-43e4-9006-c33333b1013b\", \"306dcfa9-4521-4004-b2e7-1a1059eabaeb\"], \"total_duration\": 976.0, \"total_sessions\": 6, \"mean_week_duration\": 5.333}}, {\"83019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-03 13:33:35.000000+00:00\", \"2020-11-03 19:03:55.000000+00:00\", \"2023-06-21 11:29:29.000000+00:00\", \"2021-12-06 08:23:54.000000+00:00\"], \"session_ids\": [\"fef778db-05f8-428e-b544-49277b9d1c6e\", \"bb926329-f447-4558-86de-e051ff956503\", \"19d10cff-7c33-411f-8f2a-8d217d22bddb\", \"3b9a52d8-87d1-4350-8660-fe96f0f44b69\"], \"total_duration\": 609.0, \"total_sessions\": 4, \"mean_week_duration\": 4.445}}, {\"18231\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-05-10 11:16:31.000000+00:00\", \"2022-12-14 15:39:28.000000+00:00\"], \"session_ids\": [\"9e2a1ef6-aef6-495c-afaa-6ca48f68bf5c\", \"f5bb4eff-0e38-405c-aa31-f404d0637753\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 3.762}}, {\"90332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-31 13:07:24.000000+00:00\", \"2021-05-26 22:15:23.000000+00:00\", \"2020-09-28 15:01:48.000000+00:00\", \"2020-09-05 11:39:41.000000+00:00\"], \"session_ids\": [\"39823134-a018-4cb7-8026-c5795e9c335f\", \"be265523-61a3-4fa6-ac18-2631628607a7\", \"0f5cf5ec-48d5-429c-92aa-406661bd015a\", \"46ae0052-c586-4561-bc7b-faffc3a9621d\"], \"total_duration\": 77.0, \"total_sessions\": 4, \"mean_week_duration\": 0.74}}, {\"16401\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-04-21 19:14:14.000000+00:00\", \"2021-01-26 18:59:12.000000+00:00\"], \"session_ids\": [\"199bd868-60bb-478a-a68a-20c6076ddafb\", \"d661e87b-a42f-4329-abbf-ae318435498d\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.256}}, {\"38791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-25 18:19:04.000000+00:00\", \"2019-03-23 13:57:32.000000+00:00\"], \"session_ids\": [\"4f95de32-f0c3-406a-8a9a-fe0b488b178e\", \"402bf9b7-8707-42be-a1aa-cf650d520823\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.225}}, {\"8617\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-26 13:38:41.000000+00:00\", \"2023-06-27 15:49:41.000000+00:00\"], \"session_ids\": [\"cb5c7ea0-f716-4db2-b0e4-ec971837da29\", \"cfebb0a1-8deb-4689-ac5a-ee32bd1231ac\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.095}}]\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 average of total time spent in the app per week that is below 7, exclusive in addition execute sorting by town center name 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{\"97857\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-08-11 18:19:54.000000+00:00\", \"2022-11-10 13:52:17.000000+00:00\", \"2020-04-19 12:20:40.000000+00:00\", \"2020-02-27 15:02:13.000000+00:00\"], \"session_ids\": [\"cf7bac11-6853-48cf-9701-b89c81024980\", \"c5fd1b94-6e87-475f-9e47-7ccf3e4d37db\", \"6d294429-667a-4f37-a762-c391c1756ea3\", \"64fc8272-a874-435d-8f38-2f2d849edfa8\"], \"total_duration\": 1364.0, \"total_sessions\": 4, \"mean_week_duration\": 9.674}, \"50966\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-25 09:56:02.000000+00:00\", \"2022-09-24 04:52:26.000000+00:00\"], \"session_ids\": [\"1cbd31e1-4af7-4def-9ced-bb781a3d1b14\", \"18562ea3-8199-438c-a9e1-5b79b0da8812\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.824}, \"71535\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-26 11:35:16.000000+00:00\", \"2020-02-10 16:25:44.000000+00:00\"], \"session_ids\": [\"d7666237-d302-414f-ad0f-d255545887c6\", \"62a41f8d-50b3-4b31-b6df-f2a1223dcfd9\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 1.803}, \"12403\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-12-10 06:43:24.000000+00:00\", \"2020-06-03 00:07:16.000000+00:00\"], \"session_ids\": [\"adbbb578-98c5-402d-a2fe-de143de44168\", \"88ec607d-9729-49c8-8fa0-4fdcfc923c9a\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 5.9}, \"3365\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-01-09 01:22:38.000000+00:00\", \"2021-04-18 16:17:04.000000+00:00\"], \"session_ids\": [\"8407f0ad-3a35-473a-aed2-0578ecdea154\", \"0a68a3e1-09be-4c99-83fc-ebddcc7ee402\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"89285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-15 04:34:23.000000+00:00\", \"2020-09-08 04:59:52.000000+00:00\", \"2022-10-15 06:26:52.000000+00:00\"], \"session_ids\": [\"81139ce7-f60d-4c4a-a3d4-bc62c65fb6c7\", \"341c37ff-3ad3-4fb7-b466-9ada98f476c7\", \"4dae573e-5f42-4d7a-b27d-a58b3b01bd48\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.165}, \"50016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-08-07 00:34:06.000000+00:00\", \"2019-07-12 01:42:01.000000+00:00\", \"2020-05-29 00:16:19.000000+00:00\", \"2020-11-20 10:04:09.000000+00:00\"], \"session_ids\": [\"0cc6a219-4bd4-4b95-bb90-1bb41a28aa8b\", \"cb444c4d-b532-4eb6-afcd-c94738a1c634\", \"0afba477-7f26-4c44-bd80-bb289045b0de\", \"4eea18df-c185-4bfa-8fb8-bd979b31dee3\"], \"total_duration\": 61.0, \"total_sessions\": 4, \"mean_week_duration\": 0.379}, \"85246\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-12-04 10:05:01.000000+00:00\", \"2019-09-10 00:27:59.000000+00:00\", \"2020-06-13 13:02:59.000000+00:00\"], \"session_ids\": [\"10d47b9a-7e3d-434e-b419-bc2f2fb75d08\", \"11a04d87-fe3b-4341-b1b2-024d7e74f5df\", \"2fddba1e-dc8f-47b3-895f-165218df0a65\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.179}, \"78545\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-02-26 04:19:36.000000+00:00\", \"2019-12-12 04:27:35.000000+00:00\"], \"session_ids\": [\"f97a9e5e-6e31-4f94-8776-7470d0d1dda3\", \"a8850e99-272a-4911-813d-5ae35ab36a03\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.381}, \"5140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-18 02:24:40.000000+00:00\", \"2020-12-14 01:03:21.000000+00:00\", \"2021-09-08 17:54:44.000000+00:00\", \"2019-07-21 11:12:22.000000+00:00\", \"2020-02-22 22:28:02.000000+00:00\", \"2019-01-19 01:35:46.000000+00:00\"], \"session_ids\": [\"deb1242b-66e1-46c1-baed-4407a7872bd4\", \"5fa678ab-5f5b-429b-9488-99bcc910bb8e\", \"3fda5462-ef61-4fad-a443-25e49e4efa4b\", \"9f77fdf6-77f1-43ef-9eb2-5b89b1986ee2\", \"c591c6db-23a2-4124-894a-b08c55bdf0d9\", \"ebbbbd1b-6110-4d35-b973-a321557b8c5c\"], \"total_duration\": 253.0, \"total_sessions\": 6, \"mean_week_duration\": 1.095}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[7, 36]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50966\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-25 09:56:02.000000+00:00\", \"2022-09-24 04:52:26.000000+00:00\"], \"session_ids\": [\"1cbd31e1-4af7-4def-9ced-bb781a3d1b14\", \"18562ea3-8199-438c-a9e1-5b79b0da8812\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.824}, \"71535\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-26 11:35:16.000000+00:00\", \"2020-02-10 16:25:44.000000+00:00\"], \"session_ids\": [\"d7666237-d302-414f-ad0f-d255545887c6\", \"62a41f8d-50b3-4b31-b6df-f2a1223dcfd9\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 1.803}, \"12403\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-12-10 06:43:24.000000+00:00\", \"2020-06-03 00:07:16.000000+00:00\"], \"session_ids\": [\"adbbb578-98c5-402d-a2fe-de143de44168\", \"88ec607d-9729-49c8-8fa0-4fdcfc923c9a\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 5.9}, \"3365\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-01-09 01:22:38.000000+00:00\", \"2021-04-18 16:17:04.000000+00:00\"], \"session_ids\": [\"8407f0ad-3a35-473a-aed2-0578ecdea154\", \"0a68a3e1-09be-4c99-83fc-ebddcc7ee402\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"89285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-15 04:34:23.000000+00:00\", \"2020-09-08 04:59:52.000000+00:00\", \"2022-10-15 06:26:52.000000+00:00\"], \"session_ids\": [\"81139ce7-f60d-4c4a-a3d4-bc62c65fb6c7\", \"341c37ff-3ad3-4fb7-b466-9ada98f476c7\", \"4dae573e-5f42-4d7a-b27d-a58b3b01bd48\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.165}, \"50016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-08-07 00:34:06.000000+00:00\", \"2019-07-12 01:42:01.000000+00:00\", \"2020-05-29 00:16:19.000000+00:00\", \"2020-11-20 10:04:09.000000+00:00\"], \"session_ids\": [\"0cc6a219-4bd4-4b95-bb90-1bb41a28aa8b\", \"cb444c4d-b532-4eb6-afcd-c94738a1c634\", \"0afba477-7f26-4c44-bd80-bb289045b0de\", \"4eea18df-c185-4bfa-8fb8-bd979b31dee3\"], \"total_duration\": 61.0, \"total_sessions\": 4, \"mean_week_duration\": 0.379}, \"85246\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-12-04 10:05:01.000000+00:00\", \"2019-09-10 00:27:59.000000+00:00\", \"2020-06-13 13:02:59.000000+00:00\"], \"session_ids\": [\"10d47b9a-7e3d-434e-b419-bc2f2fb75d08\", \"11a04d87-fe3b-4341-b1b2-024d7e74f5df\", \"2fddba1e-dc8f-47b3-895f-165218df0a65\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.179}, \"78545\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-02-26 04:19:36.000000+00:00\", \"2019-12-12 04:27:35.000000+00:00\"], \"session_ids\": [\"f97a9e5e-6e31-4f94-8776-7470d0d1dda3\", \"a8850e99-272a-4911-813d-5ae35ab36a03\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.381}, \"5140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-18 02:24:40.000000+00:00\", \"2020-12-14 01:03:21.000000+00:00\", \"2021-09-08 17:54:44.000000+00:00\", \"2019-07-21 11:12:22.000000+00:00\", \"2020-02-22 22:28:02.000000+00:00\", \"2019-01-19 01:35:46.000000+00:00\"], \"session_ids\": [\"deb1242b-66e1-46c1-baed-4407a7872bd4\", \"5fa678ab-5f5b-429b-9488-99bcc910bb8e\", \"3fda5462-ef61-4fad-a443-25e49e4efa4b\", \"9f77fdf6-77f1-43ef-9eb2-5b89b1986ee2\", \"c591c6db-23a2-4124-894a-b08c55bdf0d9\", \"ebbbbd1b-6110-4d35-b973-a321557b8c5c\"], \"total_duration\": 253.0, \"total_sessions\": 6, \"mean_week_duration\": 1.095}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"85246\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-12-04 10:05:01.000000+00:00\", \"2019-09-10 00:27:59.000000+00:00\", \"2020-06-13 13:02:59.000000+00:00\"], \"session_ids\": [\"10d47b9a-7e3d-434e-b419-bc2f2fb75d08\", \"11a04d87-fe3b-4341-b1b2-024d7e74f5df\", \"2fddba1e-dc8f-47b3-895f-165218df0a65\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.179}}, {\"71535\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-26 11:35:16.000000+00:00\", \"2020-02-10 16:25:44.000000+00:00\"], \"session_ids\": [\"d7666237-d302-414f-ad0f-d255545887c6\", \"62a41f8d-50b3-4b31-b6df-f2a1223dcfd9\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 1.803}}, {\"50966\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-25 09:56:02.000000+00:00\", \"2022-09-24 04:52:26.000000+00:00\"], \"session_ids\": [\"1cbd31e1-4af7-4def-9ced-bb781a3d1b14\", \"18562ea3-8199-438c-a9e1-5b79b0da8812\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.824}}, {\"50016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-08-07 00:34:06.000000+00:00\", \"2019-07-12 01:42:01.000000+00:00\", \"2020-05-29 00:16:19.000000+00:00\", \"2020-11-20 10:04:09.000000+00:00\"], \"session_ids\": [\"0cc6a219-4bd4-4b95-bb90-1bb41a28aa8b\", \"cb444c4d-b532-4eb6-afcd-c94738a1c634\", \"0afba477-7f26-4c44-bd80-bb289045b0de\", \"4eea18df-c185-4bfa-8fb8-bd979b31dee3\"], \"total_duration\": 61.0, \"total_sessions\": 4, \"mean_week_duration\": 0.379}}, {\"12403\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-12-10 06:43:24.000000+00:00\", \"2020-06-03 00:07:16.000000+00:00\"], \"session_ids\": [\"adbbb578-98c5-402d-a2fe-de143de44168\", \"88ec607d-9729-49c8-8fa0-4fdcfc923c9a\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 5.9}}, {\"89285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-15 04:34:23.000000+00:00\", \"2020-09-08 04:59:52.000000+00:00\", \"2022-10-15 06:26:52.000000+00:00\"], \"session_ids\": [\"81139ce7-f60d-4c4a-a3d4-bc62c65fb6c7\", \"341c37ff-3ad3-4fb7-b466-9ada98f476c7\", \"4dae573e-5f42-4d7a-b27d-a58b3b01bd48\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.165}}, {\"5140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-18 02:24:40.000000+00:00\", \"2020-12-14 01:03:21.000000+00:00\", \"2021-09-08 17:54:44.000000+00:00\", \"2019-07-21 11:12:22.000000+00:00\", \"2020-02-22 22:28:02.000000+00:00\", \"2019-01-19 01:35:46.000000+00:00\"], \"session_ids\": [\"deb1242b-66e1-46c1-baed-4407a7872bd4\", \"5fa678ab-5f5b-429b-9488-99bcc910bb8e\", \"3fda5462-ef61-4fad-a443-25e49e4efa4b\", \"9f77fdf6-77f1-43ef-9eb2-5b89b1986ee2\", \"c591c6db-23a2-4124-894a-b08c55bdf0d9\", \"ebbbbd1b-6110-4d35-b973-a321557b8c5c\"], \"total_duration\": 253.0, \"total_sessions\": 6, \"mean_week_duration\": 1.095}}, {\"3365\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-01-09 01:22:38.000000+00:00\", \"2021-04-18 16:17:04.000000+00:00\"], \"session_ids\": [\"8407f0ad-3a35-473a-aed2-0578ecdea154\", \"0a68a3e1-09be-4c99-83fc-ebddcc7ee402\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}}, {\"78545\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-02-26 04:19:36.000000+00:00\", \"2019-12-12 04:27:35.000000+00:00\"], \"session_ids\": [\"f97a9e5e-6e31-4f94-8776-7470d0d1dda3\", \"a8850e99-272a-4911-813d-5ae35ab36a03\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.381}}]\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[{\"85246\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-12-04 10:05:01.000000+00:00\", \"2019-09-10 00:27:59.000000+00:00\", \"2020-06-13 13:02:59.000000+00:00\"], \"session_ids\": [\"10d47b9a-7e3d-434e-b419-bc2f2fb75d08\", \"11a04d87-fe3b-4341-b1b2-024d7e74f5df\", \"2fddba1e-dc8f-47b3-895f-165218df0a65\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.179}}, {\"71535\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-26 11:35:16.000000+00:00\", \"2020-02-10 16:25:44.000000+00:00\"], \"session_ids\": [\"d7666237-d302-414f-ad0f-d255545887c6\", \"62a41f8d-50b3-4b31-b6df-f2a1223dcfd9\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 1.803}}, {\"50966\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-25 09:56:02.000000+00:00\", \"2022-09-24 04:52:26.000000+00:00\"], \"session_ids\": [\"1cbd31e1-4af7-4def-9ced-bb781a3d1b14\", \"18562ea3-8199-438c-a9e1-5b79b0da8812\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.824}}, {\"50016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-08-07 00:34:06.000000+00:00\", \"2019-07-12 01:42:01.000000+00:00\", \"2020-05-29 00:16:19.000000+00:00\", \"2020-11-20 10:04:09.000000+00:00\"], \"session_ids\": [\"0cc6a219-4bd4-4b95-bb90-1bb41a28aa8b\", \"cb444c4d-b532-4eb6-afcd-c94738a1c634\", \"0afba477-7f26-4c44-bd80-bb289045b0de\", \"4eea18df-c185-4bfa-8fb8-bd979b31dee3\"], \"total_duration\": 61.0, \"total_sessions\": 4, \"mean_week_duration\": 0.379}}, {\"12403\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-12-10 06:43:24.000000+00:00\", \"2020-06-03 00:07:16.000000+00:00\"], \"session_ids\": [\"adbbb578-98c5-402d-a2fe-de143de44168\", \"88ec607d-9729-49c8-8fa0-4fdcfc923c9a\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 5.9}}, {\"89285\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-15 04:34:23.000000+00:00\", \"2020-09-08 04:59:52.000000+00:00\", \"2022-10-15 06:26:52.000000+00:00\"], \"session_ids\": [\"81139ce7-f60d-4c4a-a3d4-bc62c65fb6c7\", \"341c37ff-3ad3-4fb7-b466-9ada98f476c7\", \"4dae573e-5f42-4d7a-b27d-a58b3b01bd48\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.165}}, {\"5140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-18 02:24:40.000000+00:00\", \"2020-12-14 01:03:21.000000+00:00\", \"2021-09-08 17:54:44.000000+00:00\", \"2019-07-21 11:12:22.000000+00:00\", \"2020-02-22 22:28:02.000000+00:00\", \"2019-01-19 01:35:46.000000+00:00\"], \"session_ids\": [\"deb1242b-66e1-46c1-baed-4407a7872bd4\", \"5fa678ab-5f5b-429b-9488-99bcc910bb8e\", \"3fda5462-ef61-4fad-a443-25e49e4efa4b\", \"9f77fdf6-77f1-43ef-9eb2-5b89b1986ee2\", \"c591c6db-23a2-4124-894a-b08c55bdf0d9\", \"ebbbbd1b-6110-4d35-b973-a321557b8c5c\"], \"total_duration\": 253.0, \"total_sessions\": 6, \"mean_week_duration\": 1.095}}, {\"3365\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-01-09 01:22:38.000000+00:00\", \"2021-04-18 16:17:04.000000+00:00\"], \"session_ids\": [\"8407f0ad-3a35-473a-aed2-0578ecdea154\", \"0a68a3e1-09be-4c99-83fc-ebddcc7ee402\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}}, {\"78545\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-02-26 04:19:36.000000+00:00\", \"2019-12-12 04:27:35.000000+00:00\"], \"session_ids\": [\"f97a9e5e-6e31-4f94-8776-7470d0d1dda3\", \"a8850e99-272a-4911-813d-5ae35ab36a03\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.381}}]\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 8 users who have time in app per week less than 46 (not including) and greater than 1 + implement sorting by average_week_duration 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{\"3002\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-03 02:22:48.000000+00:00\", \"2023-02-22 13:04:05.000000+00:00\"], \"session_ids\": [\"2887c320-ce2b-4a8d-92ac-9f18aec69a87\", \"4b860ac0-372d-4ef8-b2c5-54a2bacf296d\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.214}, \"30007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-03 11:54:50.000000+00:00\", \"2021-09-10 09:09:18.000000+00:00\", \"2022-01-06 14:47:21.000000+00:00\"], \"session_ids\": [\"39aa957b-7b62-47ed-a424-ea56a43192b7\", \"0310d552-08e6-478b-94b3-a2d1182f9b65\", \"c33b74c8-3afa-4146-bdfe-fb7759fc2afe\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.624}, \"88661\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-30 23:29:27.000000+00:00\", \"2021-04-14 16:32:54.000000+00:00\"], \"session_ids\": [\"3f163e88-cca5-4b05-80d5-27a8bbb7bd1e\", \"44d53be2-c29e-4f68-bbc1-bf6589fa437b\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 2.522}, \"98246\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-14 06:00:23.000000+00:00\", \"2019-12-15 15:22:06.000000+00:00\"], \"session_ids\": [\"d9c0e1e9-09ca-4b65-8797-2800f11e604e\", \"50c2e0cf-92bf-4355-bf00-bbdddb1abaa6\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 0.614}, \"55935\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-02-07 09:33:39.000000+00:00\", \"2022-10-04 23:35:20.000000+00:00\", \"2019-09-05 03:48:23.000000+00:00\"], \"session_ids\": [\"a77489d1-11df-4dbb-9bf4-1183d8b1d7e1\", \"fc2f71b9-3ea1-4a8c-85ca-81424b4ecf47\", \"ed666f71-6265-447a-b046-b03fd2a3c0a2\"], \"total_duration\": 897.0, \"total_sessions\": 3, \"mean_week_duration\": 4.696}, \"53401\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-25 08:42:29.000000+00:00\", \"2021-12-25 02:56:12.000000+00:00\", \"2021-03-22 11:16:04.000000+00:00\", \"2023-01-14 11:36:27.000000+00:00\", \"2019-06-24 04:53:34.000000+00:00\", \"2021-12-17 07:21:56.000000+00:00\", \"2021-09-03 13:06:31.000000+00:00\", \"2020-05-02 05:16:44.000000+00:00\"], \"session_ids\": [\"f93bc9ad-3c73-4c54-aa3d-eade5ac2c552\", \"414600d6-7e81-4b7e-bf25-365155806b61\", \"d2b9395c-b653-45c9-b199-48672976818c\", \"ef7f0ad6-1e54-4465-93cf-7dccab22f1d3\", \"4f405405-246b-4fc8-9315-e8d66d65b930\", \"d7f42b66-ca74-4d39-b804-32703f56b411\", \"8701545d-46ed-4ecf-ac12-2ac9c632e259\", \"d8a420f1-d7d5-47e4-9a33-dbaf5455c8c2\"], \"total_duration\": 7505.0, \"total_sessions\": 8, \"mean_week_duration\": 39.089}, \"7136\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-07-04 21:14:02.000000+00:00\", \"2021-05-15 18:14:12.000000+00:00\"], \"session_ids\": [\"2097db4d-8090-4301-ab82-1615bbffc51e\", \"0a721a84-e5f9-425e-b6e5-81e036598e7c\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.816}, \"72749\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"London\", \"datetimes\": [\"2022-05-02 06:25:17.000000+00:00\", \"2023-03-23 13:04:22.000000+00:00\", \"2020-09-15 12:42:02.000000+00:00\", \"2019-06-25 03:37:01.000000+00:00\"], \"session_ids\": [\"d9d53243-1dbd-4611-abdb-0de66e41a06e\", \"f775f2b0-d8b5-4da5-a767-41cebdf21af0\", \"a3803f82-a198-424f-b53b-3443576967a6\", \"b874c6ee-2e14-4d38-a5cc-dc6c6d07cc1f\"], \"total_duration\": 274.0, \"total_sessions\": 4, \"mean_week_duration\": 1.398}, \"55652\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-04 03:12:40.000000+00:00\", \"2020-09-17 22:44:03.000000+00:00\", \"2021-01-28 01:36:10.000000+00:00\"], \"session_ids\": [\"00c2a599-9864-4412-babb-c42498f2229b\", \"e67deb15-5dd7-4cc9-8fd2-37e8612ae23f\", \"21a1f70a-2493-459f-80c7-b71a166bd605\"], \"total_duration\": 1020.0, \"total_sessions\": 3, \"mean_week_duration\": 9.903}, \"32712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-04-13 13:27:42.000000+00:00\", \"2022-08-28 23:39:03.000000+00:00\"], \"session_ids\": [\"cd40ff5b-b019-496f-9494-47a07f36e78e\", \"d9d7d3d6-5bd0-47d0-9417-73c1c6666b04\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or greater than 1 and are less than 46"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[1, 46]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88661\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-30 23:29:27.000000+00:00\", \"2021-04-14 16:32:54.000000+00:00\"], \"session_ids\": [\"3f163e88-cca5-4b05-80d5-27a8bbb7bd1e\", \"44d53be2-c29e-4f68-bbc1-bf6589fa437b\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 2.522}, \"55935\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-02-07 09:33:39.000000+00:00\", \"2022-10-04 23:35:20.000000+00:00\", \"2019-09-05 03:48:23.000000+00:00\"], \"session_ids\": [\"a77489d1-11df-4dbb-9bf4-1183d8b1d7e1\", \"fc2f71b9-3ea1-4a8c-85ca-81424b4ecf47\", \"ed666f71-6265-447a-b046-b03fd2a3c0a2\"], \"total_duration\": 897.0, \"total_sessions\": 3, \"mean_week_duration\": 4.696}, \"53401\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-25 08:42:29.000000+00:00\", \"2021-12-25 02:56:12.000000+00:00\", \"2021-03-22 11:16:04.000000+00:00\", \"2023-01-14 11:36:27.000000+00:00\", \"2019-06-24 04:53:34.000000+00:00\", \"2021-12-17 07:21:56.000000+00:00\", \"2021-09-03 13:06:31.000000+00:00\", \"2020-05-02 05:16:44.000000+00:00\"], \"session_ids\": [\"f93bc9ad-3c73-4c54-aa3d-eade5ac2c552\", \"414600d6-7e81-4b7e-bf25-365155806b61\", \"d2b9395c-b653-45c9-b199-48672976818c\", \"ef7f0ad6-1e54-4465-93cf-7dccab22f1d3\", \"4f405405-246b-4fc8-9315-e8d66d65b930\", \"d7f42b66-ca74-4d39-b804-32703f56b411\", \"8701545d-46ed-4ecf-ac12-2ac9c632e259\", \"d8a420f1-d7d5-47e4-9a33-dbaf5455c8c2\"], \"total_duration\": 7505.0, \"total_sessions\": 8, \"mean_week_duration\": 39.089}, \"72749\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"London\", \"datetimes\": [\"2022-05-02 06:25:17.000000+00:00\", \"2023-03-23 13:04:22.000000+00:00\", \"2020-09-15 12:42:02.000000+00:00\", \"2019-06-25 03:37:01.000000+00:00\"], \"session_ids\": [\"d9d53243-1dbd-4611-abdb-0de66e41a06e\", \"f775f2b0-d8b5-4da5-a767-41cebdf21af0\", \"a3803f82-a198-424f-b53b-3443576967a6\", \"b874c6ee-2e14-4d38-a5cc-dc6c6d07cc1f\"], \"total_duration\": 274.0, \"total_sessions\": 4, \"mean_week_duration\": 1.398}, \"55652\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-04 03:12:40.000000+00:00\", \"2020-09-17 22:44:03.000000+00:00\", \"2021-01-28 01:36:10.000000+00:00\"], \"session_ids\": [\"00c2a599-9864-4412-babb-c42498f2229b\", \"e67deb15-5dd7-4cc9-8fd2-37e8612ae23f\", \"21a1f70a-2493-459f-80c7-b71a166bd605\"], \"total_duration\": 1020.0, \"total_sessions\": 3, \"mean_week_duration\": 9.903}, \"32712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-04-13 13:27:42.000000+00:00\", \"2022-08-28 23:39:03.000000+00:00\"], \"session_ids\": [\"cd40ff5b-b019-496f-9494-47a07f36e78e\", \"d9d7d3d6-5bd0-47d0-9417-73c1c6666b04\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"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[{\"72749\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"London\", \"datetimes\": [\"2022-05-02 06:25:17.000000+00:00\", \"2023-03-23 13:04:22.000000+00:00\", \"2020-09-15 12:42:02.000000+00:00\", \"2019-06-25 03:37:01.000000+00:00\"], \"session_ids\": [\"d9d53243-1dbd-4611-abdb-0de66e41a06e\", \"f775f2b0-d8b5-4da5-a767-41cebdf21af0\", \"a3803f82-a198-424f-b53b-3443576967a6\", \"b874c6ee-2e14-4d38-a5cc-dc6c6d07cc1f\"], \"total_duration\": 274.0, \"total_sessions\": 4, \"mean_week_duration\": 1.398}}, {\"88661\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-30 23:29:27.000000+00:00\", \"2021-04-14 16:32:54.000000+00:00\"], \"session_ids\": [\"3f163e88-cca5-4b05-80d5-27a8bbb7bd1e\", \"44d53be2-c29e-4f68-bbc1-bf6589fa437b\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 2.522}}, {\"32712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-04-13 13:27:42.000000+00:00\", \"2022-08-28 23:39:03.000000+00:00\"], \"session_ids\": [\"cd40ff5b-b019-496f-9494-47a07f36e78e\", \"d9d7d3d6-5bd0-47d0-9417-73c1c6666b04\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}}, {\"55935\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-02-07 09:33:39.000000+00:00\", \"2022-10-04 23:35:20.000000+00:00\", \"2019-09-05 03:48:23.000000+00:00\"], \"session_ids\": [\"a77489d1-11df-4dbb-9bf4-1183d8b1d7e1\", \"fc2f71b9-3ea1-4a8c-85ca-81424b4ecf47\", \"ed666f71-6265-447a-b046-b03fd2a3c0a2\"], \"total_duration\": 897.0, \"total_sessions\": 3, \"mean_week_duration\": 4.696}}, {\"55652\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-04 03:12:40.000000+00:00\", \"2020-09-17 22:44:03.000000+00:00\", \"2021-01-28 01:36:10.000000+00:00\"], \"session_ids\": [\"00c2a599-9864-4412-babb-c42498f2229b\", \"e67deb15-5dd7-4cc9-8fd2-37e8612ae23f\", \"21a1f70a-2493-459f-80c7-b71a166bd605\"], \"total_duration\": 1020.0, \"total_sessions\": 3, \"mean_week_duration\": 9.903}}, {\"53401\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-25 08:42:29.000000+00:00\", \"2021-12-25 02:56:12.000000+00:00\", \"2021-03-22 11:16:04.000000+00:00\", \"2023-01-14 11:36:27.000000+00:00\", \"2019-06-24 04:53:34.000000+00:00\", \"2021-12-17 07:21:56.000000+00:00\", \"2021-09-03 13:06:31.000000+00:00\", \"2020-05-02 05:16:44.000000+00:00\"], \"session_ids\": [\"f93bc9ad-3c73-4c54-aa3d-eade5ac2c552\", \"414600d6-7e81-4b7e-bf25-365155806b61\", \"d2b9395c-b653-45c9-b199-48672976818c\", \"ef7f0ad6-1e54-4465-93cf-7dccab22f1d3\", \"4f405405-246b-4fc8-9315-e8d66d65b930\", \"d7f42b66-ca74-4d39-b804-32703f56b411\", \"8701545d-46ed-4ecf-ac12-2ac9c632e259\", \"d8a420f1-d7d5-47e4-9a33-dbaf5455c8c2\"], \"total_duration\": 7505.0, \"total_sessions\": 8, \"mean_week_duration\": 39.089}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude 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[{\"72749\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"London\", \"datetimes\": [\"2022-05-02 06:25:17.000000+00:00\", \"2023-03-23 13:04:22.000000+00:00\", \"2020-09-15 12:42:02.000000+00:00\", \"2019-06-25 03:37:01.000000+00:00\"], \"session_ids\": [\"d9d53243-1dbd-4611-abdb-0de66e41a06e\", \"f775f2b0-d8b5-4da5-a767-41cebdf21af0\", \"a3803f82-a198-424f-b53b-3443576967a6\", \"b874c6ee-2e14-4d38-a5cc-dc6c6d07cc1f\"], \"total_duration\": 274.0, \"total_sessions\": 4, \"mean_week_duration\": 1.398}}, {\"88661\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-30 23:29:27.000000+00:00\", \"2021-04-14 16:32:54.000000+00:00\"], \"session_ids\": [\"3f163e88-cca5-4b05-80d5-27a8bbb7bd1e\", \"44d53be2-c29e-4f68-bbc1-bf6589fa437b\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 2.522}}, {\"32712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-04-13 13:27:42.000000+00:00\", \"2022-08-28 23:39:03.000000+00:00\"], \"session_ids\": [\"cd40ff5b-b019-496f-9494-47a07f36e78e\", \"d9d7d3d6-5bd0-47d0-9417-73c1c6666b04\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}}, {\"55935\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-02-07 09:33:39.000000+00:00\", \"2022-10-04 23:35:20.000000+00:00\", \"2019-09-05 03:48:23.000000+00:00\"], \"session_ids\": [\"a77489d1-11df-4dbb-9bf4-1183d8b1d7e1\", \"fc2f71b9-3ea1-4a8c-85ca-81424b4ecf47\", \"ed666f71-6265-447a-b046-b03fd2a3c0a2\"], \"total_duration\": 897.0, \"total_sessions\": 3, \"mean_week_duration\": 4.696}}, {\"55652\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-04 03:12:40.000000+00:00\", \"2020-09-17 22:44:03.000000+00:00\", \"2021-01-28 01:36:10.000000+00:00\"], \"session_ids\": [\"00c2a599-9864-4412-babb-c42498f2229b\", \"e67deb15-5dd7-4cc9-8fd2-37e8612ae23f\", \"21a1f70a-2493-459f-80c7-b71a166bd605\"], \"total_duration\": 1020.0, \"total_sessions\": 3, \"mean_week_duration\": 9.903}}, {\"53401\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-25 08:42:29.000000+00:00\", \"2021-12-25 02:56:12.000000+00:00\", \"2021-03-22 11:16:04.000000+00:00\", \"2023-01-14 11:36:27.000000+00:00\", \"2019-06-24 04:53:34.000000+00:00\", \"2021-12-17 07:21:56.000000+00:00\", \"2021-09-03 13:06:31.000000+00:00\", \"2020-05-02 05:16:44.000000+00:00\"], \"session_ids\": [\"f93bc9ad-3c73-4c54-aa3d-eade5ac2c552\", \"414600d6-7e81-4b7e-bf25-365155806b61\", \"d2b9395c-b653-45c9-b199-48672976818c\", \"ef7f0ad6-1e54-4465-93cf-7dccab22f1d3\", \"4f405405-246b-4fc8-9315-e8d66d65b930\", \"d7f42b66-ca74-4d39-b804-32703f56b411\", \"8701545d-46ed-4ecf-ac12-2ac9c632e259\", \"d8a420f1-d7d5-47e4-9a33-dbaf5455c8c2\"], \"total_duration\": 7505.0, \"total_sessions\": 8, \"mean_week_duration\": 39.089}}]\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[{\"72749\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"London\", \"datetimes\": [\"2022-05-02 06:25:17.000000+00:00\", \"2023-03-23 13:04:22.000000+00:00\", \"2020-09-15 12:42:02.000000+00:00\", \"2019-06-25 03:37:01.000000+00:00\"], \"session_ids\": [\"d9d53243-1dbd-4611-abdb-0de66e41a06e\", \"f775f2b0-d8b5-4da5-a767-41cebdf21af0\", \"a3803f82-a198-424f-b53b-3443576967a6\", \"b874c6ee-2e14-4d38-a5cc-dc6c6d07cc1f\"], \"total_duration\": 274.0, \"total_sessions\": 4, \"mean_week_duration\": 1.398}}, {\"88661\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-30 23:29:27.000000+00:00\", \"2021-04-14 16:32:54.000000+00:00\"], \"session_ids\": [\"3f163e88-cca5-4b05-80d5-27a8bbb7bd1e\", \"44d53be2-c29e-4f68-bbc1-bf6589fa437b\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 2.522}}, {\"32712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-04-13 13:27:42.000000+00:00\", \"2022-08-28 23:39:03.000000+00:00\"], \"session_ids\": [\"cd40ff5b-b019-496f-9494-47a07f36e78e\", \"d9d7d3d6-5bd0-47d0-9417-73c1c6666b04\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}}, {\"55935\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-02-07 09:33:39.000000+00:00\", \"2022-10-04 23:35:20.000000+00:00\", \"2019-09-05 03:48:23.000000+00:00\"], \"session_ids\": [\"a77489d1-11df-4dbb-9bf4-1183d8b1d7e1\", \"fc2f71b9-3ea1-4a8c-85ca-81424b4ecf47\", \"ed666f71-6265-447a-b046-b03fd2a3c0a2\"], \"total_duration\": 897.0, \"total_sessions\": 3, \"mean_week_duration\": 4.696}}, {\"55652\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-09-04 03:12:40.000000+00:00\", \"2020-09-17 22:44:03.000000+00:00\", \"2021-01-28 01:36:10.000000+00:00\"], \"session_ids\": [\"00c2a599-9864-4412-babb-c42498f2229b\", \"e67deb15-5dd7-4cc9-8fd2-37e8612ae23f\", \"21a1f70a-2493-459f-80c7-b71a166bd605\"], \"total_duration\": 1020.0, \"total_sessions\": 3, \"mean_week_duration\": 9.903}}, {\"53401\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-25 08:42:29.000000+00:00\", \"2021-12-25 02:56:12.000000+00:00\", \"2021-03-22 11:16:04.000000+00:00\", \"2023-01-14 11:36:27.000000+00:00\", \"2019-06-24 04:53:34.000000+00:00\", \"2021-12-17 07:21:56.000000+00:00\", \"2021-09-03 13:06:31.000000+00:00\", \"2020-05-02 05:16:44.000000+00:00\"], \"session_ids\": [\"f93bc9ad-3c73-4c54-aa3d-eade5ac2c552\", \"414600d6-7e81-4b7e-bf25-365155806b61\", \"d2b9395c-b653-45c9-b199-48672976818c\", \"ef7f0ad6-1e54-4465-93cf-7dccab22f1d3\", \"4f405405-246b-4fc8-9315-e8d66d65b930\", \"d7f42b66-ca74-4d39-b804-32703f56b411\", \"8701545d-46ed-4ecf-ac12-2ac9c632e259\", \"d8a420f1-d7d5-47e4-9a33-dbaf5455c8c2\"], \"total_duration\": 7505.0, \"total_sessions\": 8, \"mean_week_duration\": 39.089}}]\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 7 users with a app usage time that is above 4897 and below 717, exclusive 4897 + sort by overall quantity of sessions form the highest to the lowest."
}
] |
[
{
"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{\"96503\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-03 16:31:41.000000+00:00\", \"2020-05-09 04:20:43.000000+00:00\", \"2021-06-07 17:31:31.000000+00:00\"], \"session_ids\": [\"8e0eb131-4139-4413-b86b-beeb3669a195\", \"a22fe66a-5277-4d5f-add4-a5319e577aff\", \"0d566c5d-22ce-4109-ac52-ea0eb2b1d3e3\"], \"total_duration\": 538.0, \"total_sessions\": 3, \"mean_week_duration\": 4.761}, \"58087\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-11-24 12:52:30.000000+00:00\", \"2021-12-12 23:50:32.000000+00:00\", \"2020-10-16 09:48:48.000000+00:00\", \"2023-04-25 12:57:53.000000+00:00\"], \"session_ids\": [\"ff654e99-1373-44d1-b923-09218af7f40e\", \"653fd4b8-8412-4e76-921a-92325d10d3c8\", \"a45e0e28-356d-4ca6-b10f-6b56beb3adeb\", \"75232ab5-d92b-4383-ae59-2f2b427d7597\"], \"total_duration\": 1207.0, \"total_sessions\": 4, \"mean_week_duration\": 9.144}, \"63911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-06-05 01:11:09.000000+00:00\", \"2021-08-12 23:53:33.000000+00:00\", \"2023-06-07 17:08:28.000000+00:00\"], \"session_ids\": [\"efc112bc-1166-4418-aa5c-472c78c4c57b\", \"e7846d87-9944-4d94-9259-f56517d86c73\", \"ffab62b1-3f51-4584-ac95-d5b8b54d240b\"], \"total_duration\": 156.0, \"total_sessions\": 3, \"mean_week_duration\": 1.486}, \"68141\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-18 12:43:34.000000+00:00\", \"2022-02-28 16:02:32.000000+00:00\"], \"session_ids\": [\"f522e029-34d0-4ab6-879b-d96177b1203e\", \"e14f6346-bbca-4c20-8434-59b470a19e42\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.296}, \"95074\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-29 07:04:33.000000+00:00\", \"2023-06-24 13:46:36.000000+00:00\", \"2019-07-17 07:04:11.000000+00:00\"], \"session_ids\": [\"cd9d5598-9785-40b3-b95a-ebd79cc01334\", \"f362df08-9c89-4282-98cd-b947414fc254\", \"bfe8143f-89b2-495b-bf8c-f3f87704671f\"], \"total_duration\": 321.0, \"total_sessions\": 3, \"mean_week_duration\": 1.446}, \"66972\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-07-06 05:24:06.000000+00:00\", \"2021-12-01 09:11:12.000000+00:00\"], \"session_ids\": [\"2cfc6da8-ae23-41c8-90c0-7d4b88223f42\", \"0748af2f-f0c0-45d4-9411-7229f2523fe1\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.864}, \"35134\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-23 03:14:07.000000+00:00\", \"2021-02-13 02:15:31.000000+00:00\"], \"session_ids\": [\"60d489d5-3ad0-4996-8a65-48a7456a512c\", \"534e232d-777f-4e84-a9a2-47f614c53b50\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 4.707}, \"86284\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-10 03:17:16.000000+00:00\", \"2021-07-12 06:09:05.000000+00:00\"], \"session_ids\": [\"f6243329-ca06-4ef5-ba4f-d60ce6b32278\", \"4a96b99b-2e7a-4965-82fb-763d1727067d\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}, \"88996\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-14 15:31:47.000000+00:00\", \"2020-12-30 15:34:10.000000+00:00\", \"2020-11-12 13:50:56.000000+00:00\", \"2023-03-26 13:38:39.000000+00:00\", \"2022-03-09 05:39:41.000000+00:00\", \"2021-03-24 15:01:23.000000+00:00\", \"2022-04-08 19:26:46.000000+00:00\", \"2023-06-14 04:51:38.000000+00:00\", \"2021-12-31 09:28:55.000000+00:00\", \"2021-11-12 04:40:38.000000+00:00\"], \"session_ids\": [\"489c67e2-3ea7-410d-8ce7-23ff159d6d9f\", \"17a895fe-7310-4188-b0b7-3d38dd9e96db\", \"ae6ba4a2-efa3-4d71-9e40-3608801f0d8a\", \"9dbbc36b-c47f-494b-8cab-32adc28d137c\", \"5aac3c98-8973-44a5-88bb-6fb7460f836c\", \"ff9583aa-9e68-4aa1-8571-2b46d8a1f1fe\", \"38d8cb88-9176-4e9e-b232-4256bed678f4\", \"8d5f8080-ce90-4021-95f4-cb3efa6ffef4\", \"3455307d-f846-454b-9b55-6078fb92d0bb\", \"1f3a8650-0f4f-41d1-8b63-f0638c5f2790\"], \"total_duration\": 707.0, \"total_sessions\": 10, \"mean_week_duration\": 5.237}, \"8316\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-01-07 07:40:49.000000+00:00\", \"2021-06-03 12:05:12.000000+00:00\"], \"session_ids\": [\"4ca4e368-1e38-43d0-830b-10f52b423058\", \"60ed8c28-2d98-4a2b-85d3-940d62854960\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.222}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 717 and are greater than 4897"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[717, 4897]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"96503\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-03 16:31:41.000000+00:00\", \"2020-05-09 04:20:43.000000+00:00\", \"2021-06-07 17:31:31.000000+00:00\"], \"session_ids\": [\"8e0eb131-4139-4413-b86b-beeb3669a195\", \"a22fe66a-5277-4d5f-add4-a5319e577aff\", \"0d566c5d-22ce-4109-ac52-ea0eb2b1d3e3\"], \"total_duration\": 538.0, \"total_sessions\": 3, \"mean_week_duration\": 4.761}, \"63911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-06-05 01:11:09.000000+00:00\", \"2021-08-12 23:53:33.000000+00:00\", \"2023-06-07 17:08:28.000000+00:00\"], \"session_ids\": [\"efc112bc-1166-4418-aa5c-472c78c4c57b\", \"e7846d87-9944-4d94-9259-f56517d86c73\", \"ffab62b1-3f51-4584-ac95-d5b8b54d240b\"], \"total_duration\": 156.0, \"total_sessions\": 3, \"mean_week_duration\": 1.486}, \"68141\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-18 12:43:34.000000+00:00\", \"2022-02-28 16:02:32.000000+00:00\"], \"session_ids\": [\"f522e029-34d0-4ab6-879b-d96177b1203e\", \"e14f6346-bbca-4c20-8434-59b470a19e42\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.296}, \"95074\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-29 07:04:33.000000+00:00\", \"2023-06-24 13:46:36.000000+00:00\", \"2019-07-17 07:04:11.000000+00:00\"], \"session_ids\": [\"cd9d5598-9785-40b3-b95a-ebd79cc01334\", \"f362df08-9c89-4282-98cd-b947414fc254\", \"bfe8143f-89b2-495b-bf8c-f3f87704671f\"], \"total_duration\": 321.0, \"total_sessions\": 3, \"mean_week_duration\": 1.446}, \"66972\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-07-06 05:24:06.000000+00:00\", \"2021-12-01 09:11:12.000000+00:00\"], \"session_ids\": [\"2cfc6da8-ae23-41c8-90c0-7d4b88223f42\", \"0748af2f-f0c0-45d4-9411-7229f2523fe1\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.864}, \"35134\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-23 03:14:07.000000+00:00\", \"2021-02-13 02:15:31.000000+00:00\"], \"session_ids\": [\"60d489d5-3ad0-4996-8a65-48a7456a512c\", \"534e232d-777f-4e84-a9a2-47f614c53b50\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 4.707}, \"86284\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-10 03:17:16.000000+00:00\", \"2021-07-12 06:09:05.000000+00:00\"], \"session_ids\": [\"f6243329-ca06-4ef5-ba4f-d60ce6b32278\", \"4a96b99b-2e7a-4965-82fb-763d1727067d\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}, \"88996\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-14 15:31:47.000000+00:00\", \"2020-12-30 15:34:10.000000+00:00\", \"2020-11-12 13:50:56.000000+00:00\", \"2023-03-26 13:38:39.000000+00:00\", \"2022-03-09 05:39:41.000000+00:00\", \"2021-03-24 15:01:23.000000+00:00\", \"2022-04-08 19:26:46.000000+00:00\", \"2023-06-14 04:51:38.000000+00:00\", \"2021-12-31 09:28:55.000000+00:00\", \"2021-11-12 04:40:38.000000+00:00\"], \"session_ids\": [\"489c67e2-3ea7-410d-8ce7-23ff159d6d9f\", \"17a895fe-7310-4188-b0b7-3d38dd9e96db\", \"ae6ba4a2-efa3-4d71-9e40-3608801f0d8a\", \"9dbbc36b-c47f-494b-8cab-32adc28d137c\", \"5aac3c98-8973-44a5-88bb-6fb7460f836c\", \"ff9583aa-9e68-4aa1-8571-2b46d8a1f1fe\", \"38d8cb88-9176-4e9e-b232-4256bed678f4\", \"8d5f8080-ce90-4021-95f4-cb3efa6ffef4\", \"3455307d-f846-454b-9b55-6078fb92d0bb\", \"1f3a8650-0f4f-41d1-8b63-f0638c5f2790\"], \"total_duration\": 707.0, \"total_sessions\": 10, \"mean_week_duration\": 5.237}, \"8316\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-01-07 07:40:49.000000+00:00\", \"2021-06-03 12:05:12.000000+00:00\"], \"session_ids\": [\"4ca4e368-1e38-43d0-830b-10f52b423058\", \"60ed8c28-2d98-4a2b-85d3-940d62854960\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.222}}\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[{\"88996\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-14 15:31:47.000000+00:00\", \"2020-12-30 15:34:10.000000+00:00\", \"2020-11-12 13:50:56.000000+00:00\", \"2023-03-26 13:38:39.000000+00:00\", \"2022-03-09 05:39:41.000000+00:00\", \"2021-03-24 15:01:23.000000+00:00\", \"2022-04-08 19:26:46.000000+00:00\", \"2023-06-14 04:51:38.000000+00:00\", \"2021-12-31 09:28:55.000000+00:00\", \"2021-11-12 04:40:38.000000+00:00\"], \"session_ids\": [\"489c67e2-3ea7-410d-8ce7-23ff159d6d9f\", \"17a895fe-7310-4188-b0b7-3d38dd9e96db\", \"ae6ba4a2-efa3-4d71-9e40-3608801f0d8a\", \"9dbbc36b-c47f-494b-8cab-32adc28d137c\", \"5aac3c98-8973-44a5-88bb-6fb7460f836c\", \"ff9583aa-9e68-4aa1-8571-2b46d8a1f1fe\", \"38d8cb88-9176-4e9e-b232-4256bed678f4\", \"8d5f8080-ce90-4021-95f4-cb3efa6ffef4\", \"3455307d-f846-454b-9b55-6078fb92d0bb\", \"1f3a8650-0f4f-41d1-8b63-f0638c5f2790\"], \"total_duration\": 707.0, \"total_sessions\": 10, \"mean_week_duration\": 5.237}}, {\"96503\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-03 16:31:41.000000+00:00\", \"2020-05-09 04:20:43.000000+00:00\", \"2021-06-07 17:31:31.000000+00:00\"], \"session_ids\": [\"8e0eb131-4139-4413-b86b-beeb3669a195\", \"a22fe66a-5277-4d5f-add4-a5319e577aff\", \"0d566c5d-22ce-4109-ac52-ea0eb2b1d3e3\"], \"total_duration\": 538.0, \"total_sessions\": 3, \"mean_week_duration\": 4.761}}, {\"63911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-06-05 01:11:09.000000+00:00\", \"2021-08-12 23:53:33.000000+00:00\", \"2023-06-07 17:08:28.000000+00:00\"], \"session_ids\": [\"efc112bc-1166-4418-aa5c-472c78c4c57b\", \"e7846d87-9944-4d94-9259-f56517d86c73\", \"ffab62b1-3f51-4584-ac95-d5b8b54d240b\"], \"total_duration\": 156.0, \"total_sessions\": 3, \"mean_week_duration\": 1.486}}, {\"95074\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-29 07:04:33.000000+00:00\", \"2023-06-24 13:46:36.000000+00:00\", \"2019-07-17 07:04:11.000000+00:00\"], \"session_ids\": [\"cd9d5598-9785-40b3-b95a-ebd79cc01334\", \"f362df08-9c89-4282-98cd-b947414fc254\", \"bfe8143f-89b2-495b-bf8c-f3f87704671f\"], \"total_duration\": 321.0, \"total_sessions\": 3, \"mean_week_duration\": 1.446}}, {\"68141\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-18 12:43:34.000000+00:00\", \"2022-02-28 16:02:32.000000+00:00\"], \"session_ids\": [\"f522e029-34d0-4ab6-879b-d96177b1203e\", \"e14f6346-bbca-4c20-8434-59b470a19e42\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.296}}, {\"66972\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-07-06 05:24:06.000000+00:00\", \"2021-12-01 09:11:12.000000+00:00\"], \"session_ids\": [\"2cfc6da8-ae23-41c8-90c0-7d4b88223f42\", \"0748af2f-f0c0-45d4-9411-7229f2523fe1\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.864}}, {\"35134\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-23 03:14:07.000000+00:00\", \"2021-02-13 02:15:31.000000+00:00\"], \"session_ids\": [\"60d489d5-3ad0-4996-8a65-48a7456a512c\", \"534e232d-777f-4e84-a9a2-47f614c53b50\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 4.707}}, {\"86284\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-10 03:17:16.000000+00:00\", \"2021-07-12 06:09:05.000000+00:00\"], \"session_ids\": [\"f6243329-ca06-4ef5-ba4f-d60ce6b32278\", \"4a96b99b-2e7a-4965-82fb-763d1727067d\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.73}}, {\"8316\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-01-07 07:40:49.000000+00:00\", \"2021-06-03 12:05:12.000000+00:00\"], \"session_ids\": [\"4ca4e368-1e38-43d0-830b-10f52b423058\", \"60ed8c28-2d98-4a2b-85d3-940d62854960\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.222}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88996\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-14 15:31:47.000000+00:00\", \"2020-12-30 15:34:10.000000+00:00\", \"2020-11-12 13:50:56.000000+00:00\", \"2023-03-26 13:38:39.000000+00:00\", \"2022-03-09 05:39:41.000000+00:00\", \"2021-03-24 15:01:23.000000+00:00\", \"2022-04-08 19:26:46.000000+00:00\", \"2023-06-14 04:51:38.000000+00:00\", \"2021-12-31 09:28:55.000000+00:00\", \"2021-11-12 04:40:38.000000+00:00\"], \"session_ids\": [\"489c67e2-3ea7-410d-8ce7-23ff159d6d9f\", \"17a895fe-7310-4188-b0b7-3d38dd9e96db\", \"ae6ba4a2-efa3-4d71-9e40-3608801f0d8a\", \"9dbbc36b-c47f-494b-8cab-32adc28d137c\", \"5aac3c98-8973-44a5-88bb-6fb7460f836c\", \"ff9583aa-9e68-4aa1-8571-2b46d8a1f1fe\", \"38d8cb88-9176-4e9e-b232-4256bed678f4\", \"8d5f8080-ce90-4021-95f4-cb3efa6ffef4\", \"3455307d-f846-454b-9b55-6078fb92d0bb\", \"1f3a8650-0f4f-41d1-8b63-f0638c5f2790\"], \"total_duration\": 707.0, \"total_sessions\": 10, \"mean_week_duration\": 5.237}}, {\"96503\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-03 16:31:41.000000+00:00\", \"2020-05-09 04:20:43.000000+00:00\", \"2021-06-07 17:31:31.000000+00:00\"], \"session_ids\": [\"8e0eb131-4139-4413-b86b-beeb3669a195\", \"a22fe66a-5277-4d5f-add4-a5319e577aff\", \"0d566c5d-22ce-4109-ac52-ea0eb2b1d3e3\"], \"total_duration\": 538.0, \"total_sessions\": 3, \"mean_week_duration\": 4.761}}, {\"63911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-06-05 01:11:09.000000+00:00\", \"2021-08-12 23:53:33.000000+00:00\", \"2023-06-07 17:08:28.000000+00:00\"], \"session_ids\": [\"efc112bc-1166-4418-aa5c-472c78c4c57b\", \"e7846d87-9944-4d94-9259-f56517d86c73\", \"ffab62b1-3f51-4584-ac95-d5b8b54d240b\"], \"total_duration\": 156.0, \"total_sessions\": 3, \"mean_week_duration\": 1.486}}, {\"95074\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-29 07:04:33.000000+00:00\", \"2023-06-24 13:46:36.000000+00:00\", \"2019-07-17 07:04:11.000000+00:00\"], \"session_ids\": [\"cd9d5598-9785-40b3-b95a-ebd79cc01334\", \"f362df08-9c89-4282-98cd-b947414fc254\", \"bfe8143f-89b2-495b-bf8c-f3f87704671f\"], \"total_duration\": 321.0, \"total_sessions\": 3, \"mean_week_duration\": 1.446}}, {\"68141\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-18 12:43:34.000000+00:00\", \"2022-02-28 16:02:32.000000+00:00\"], \"session_ids\": [\"f522e029-34d0-4ab6-879b-d96177b1203e\", \"e14f6346-bbca-4c20-8434-59b470a19e42\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.296}}, {\"66972\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-07-06 05:24:06.000000+00:00\", \"2021-12-01 09:11:12.000000+00:00\"], \"session_ids\": [\"2cfc6da8-ae23-41c8-90c0-7d4b88223f42\", \"0748af2f-f0c0-45d4-9411-7229f2523fe1\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.864}}, {\"35134\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-23 03:14:07.000000+00:00\", \"2021-02-13 02:15:31.000000+00:00\"], \"session_ids\": [\"60d489d5-3ad0-4996-8a65-48a7456a512c\", \"534e232d-777f-4e84-a9a2-47f614c53b50\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 4.707}}]\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[{\"88996\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-14 15:31:47.000000+00:00\", \"2020-12-30 15:34:10.000000+00:00\", \"2020-11-12 13:50:56.000000+00:00\", \"2023-03-26 13:38:39.000000+00:00\", \"2022-03-09 05:39:41.000000+00:00\", \"2021-03-24 15:01:23.000000+00:00\", \"2022-04-08 19:26:46.000000+00:00\", \"2023-06-14 04:51:38.000000+00:00\", \"2021-12-31 09:28:55.000000+00:00\", \"2021-11-12 04:40:38.000000+00:00\"], \"session_ids\": [\"489c67e2-3ea7-410d-8ce7-23ff159d6d9f\", \"17a895fe-7310-4188-b0b7-3d38dd9e96db\", \"ae6ba4a2-efa3-4d71-9e40-3608801f0d8a\", \"9dbbc36b-c47f-494b-8cab-32adc28d137c\", \"5aac3c98-8973-44a5-88bb-6fb7460f836c\", \"ff9583aa-9e68-4aa1-8571-2b46d8a1f1fe\", \"38d8cb88-9176-4e9e-b232-4256bed678f4\", \"8d5f8080-ce90-4021-95f4-cb3efa6ffef4\", \"3455307d-f846-454b-9b55-6078fb92d0bb\", \"1f3a8650-0f4f-41d1-8b63-f0638c5f2790\"], \"total_duration\": 707.0, \"total_sessions\": 10, \"mean_week_duration\": 5.237}}, {\"96503\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-03 16:31:41.000000+00:00\", \"2020-05-09 04:20:43.000000+00:00\", \"2021-06-07 17:31:31.000000+00:00\"], \"session_ids\": [\"8e0eb131-4139-4413-b86b-beeb3669a195\", \"a22fe66a-5277-4d5f-add4-a5319e577aff\", \"0d566c5d-22ce-4109-ac52-ea0eb2b1d3e3\"], \"total_duration\": 538.0, \"total_sessions\": 3, \"mean_week_duration\": 4.761}}, {\"63911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-06-05 01:11:09.000000+00:00\", \"2021-08-12 23:53:33.000000+00:00\", \"2023-06-07 17:08:28.000000+00:00\"], \"session_ids\": [\"efc112bc-1166-4418-aa5c-472c78c4c57b\", \"e7846d87-9944-4d94-9259-f56517d86c73\", \"ffab62b1-3f51-4584-ac95-d5b8b54d240b\"], \"total_duration\": 156.0, \"total_sessions\": 3, \"mean_week_duration\": 1.486}}, {\"95074\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-29 07:04:33.000000+00:00\", \"2023-06-24 13:46:36.000000+00:00\", \"2019-07-17 07:04:11.000000+00:00\"], \"session_ids\": [\"cd9d5598-9785-40b3-b95a-ebd79cc01334\", \"f362df08-9c89-4282-98cd-b947414fc254\", \"bfe8143f-89b2-495b-bf8c-f3f87704671f\"], \"total_duration\": 321.0, \"total_sessions\": 3, \"mean_week_duration\": 1.446}}, {\"68141\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-18 12:43:34.000000+00:00\", \"2022-02-28 16:02:32.000000+00:00\"], \"session_ids\": [\"f522e029-34d0-4ab6-879b-d96177b1203e\", \"e14f6346-bbca-4c20-8434-59b470a19e42\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.296}}, {\"66972\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-07-06 05:24:06.000000+00:00\", \"2021-12-01 09:11:12.000000+00:00\"], \"session_ids\": [\"2cfc6da8-ae23-41c8-90c0-7d4b88223f42\", \"0748af2f-f0c0-45d4-9411-7229f2523fe1\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.864}}, {\"35134\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-23 03:14:07.000000+00:00\", \"2021-02-13 02:15:31.000000+00:00\"], \"session_ids\": [\"60d489d5-3ad0-4996-8a65-48a7456a512c\", \"534e232d-777f-4e84-a9a2-47f614c53b50\"], \"total_duration\": 273.0, \"total_sessions\": 2, \"mean_week_duration\": 4.707}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on user who has mean week duration strictly bigger than 11 and smaller than 34 and in addition apply sorting by average of total time spent in the app per week in asc."
}
] |
[
{
"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{\"49471\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-22 07:43:31.000000+00:00\", \"2022-02-25 15:57:23.000000+00:00\", \"2019-08-05 20:02:23.000000+00:00\", \"2019-07-21 22:56:54.000000+00:00\", \"2019-01-30 05:10:46.000000+00:00\", \"2020-07-17 20:31:34.000000+00:00\", \"2019-07-25 12:05:57.000000+00:00\", \"2022-06-28 07:01:29.000000+00:00\"], \"session_ids\": [\"5eb6a551-f080-49a7-a1c0-bcd6d7c9bc03\", \"56418eda-d699-4c1c-a01d-50132eb10e37\", \"53b99f56-5144-4561-8a15-42c64379acb1\", \"5b9ec216-c230-4342-b917-1129f3163787\", \"917969c9-9741-485c-b267-7a71c27e7ae8\", \"a5ab50f8-962b-481c-92cc-55d67ed9aaf2\", \"0d5f0093-4189-41b1-8fec-25231e730cdd\", \"0b717b8f-0ce1-40e8-83a8-403292f95082\"], \"total_duration\": 71.0, \"total_sessions\": 8, \"mean_week_duration\": 0.382}, \"44104\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-21 08:09:51.000000+00:00\", \"2020-05-07 15:08:35.000000+00:00\", \"2023-06-14 03:56:18.000000+00:00\", \"2019-07-16 20:24:17.000000+00:00\"], \"session_ids\": [\"dd9057ed-75de-466f-be79-840e42cc6d75\", \"8914794a-f9f9-46c9-a323-4113c2ab8a1f\", \"c245853d-e6c6-4982-85ef-ef958d5fbfa0\", \"f455e9a9-bcf3-4eba-8f0d-df91275f00e7\"], \"total_duration\": 199.0, \"total_sessions\": 4, \"mean_week_duration\": 0.975}, \"53203\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-08-05 20:05:41.000000+00:00\", \"2023-02-19 13:00:27.000000+00:00\", \"2020-02-05 15:32:32.000000+00:00\"], \"session_ids\": [\"72816f2b-aaf9-4f31-b1fa-40e699ed2910\", \"bc5060af-91b3-4747-9537-105e3067da6b\", \"932c547e-91fe-4d13-b057-c8c11d91ad53\"], \"total_duration\": 498.0, \"total_sessions\": 3, \"mean_week_duration\": 2.692}, \"94696\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-07-26 00:16:05.000000+00:00\", \"2021-11-25 17:16:07.000000+00:00\", \"2022-03-05 18:06:58.000000+00:00\", \"2019-10-05 20:31:38.000000+00:00\"], \"session_ids\": [\"5ea07f49-af24-4b13-b3df-ceeb7a544d11\", \"2428527f-301b-4d1d-8b40-4d890b7cc255\", \"dae46e7a-9b63-45c5-bda9-224a173eef76\", \"8f77751d-4dc9-416d-afbe-ee0de02dab48\"], \"total_duration\": 648.0, \"total_sessions\": 4, \"mean_week_duration\": 4.408}, \"5610\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-28 07:56:23.000000+00:00\", \"2019-06-25 05:06:27.000000+00:00\", \"2022-05-30 03:03:20.000000+00:00\"], \"session_ids\": [\"16275b07-2f9d-4cf8-8b9d-7a044acebdb5\", \"2f5cd18b-1014-45b6-9428-3f2606091468\", \"a39cee04-c0e5-4fc3-960f-72d680f3645f\"], \"total_duration\": 897.0, \"total_sessions\": 3, \"mean_week_duration\": 5.863}, \"25666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-27 08:56:48.000000+00:00\", \"2020-11-27 09:25:42.000000+00:00\", \"2022-01-17 00:45:29.000000+00:00\"], \"session_ids\": [\"d3c71651-580e-4606-b45f-0045cf23704c\", \"9c01a33a-2831-4d6f-b22e-5c0d22325a35\", \"2b6bffc2-a3f6-46f1-830a-1ed87d6fce51\"], \"total_duration\": 476.0, \"total_sessions\": 3, \"mean_week_duration\": 7.0}, \"98196\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-10-31 12:06:43.000000+00:00\", \"2020-07-02 13:45:14.000000+00:00\", \"2019-10-16 02:17:13.000000+00:00\"], \"session_ids\": [\"fcd3bf4c-f06c-4335-bb07-b4d2c4110dba\", \"954e408e-7989-4ed5-aedd-093a759c319d\", \"1ed4a697-3ec8-4873-8fe7-fed7eca43e88\"], \"total_duration\": 369.0, \"total_sessions\": 3, \"mean_week_duration\": 6.709}, \"56696\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-04 03:38:43.000000+00:00\", \"2019-03-22 07:16:43.000000+00:00\"], \"session_ids\": [\"9e15bc70-b5ed-4f16-b01b-8d99aef7114d\", \"f5ce004e-96cb-4210-9038-468793ce853b\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 2.091}, \"27493\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-01 08:23:31.000000+00:00\", \"2022-03-12 09:39:02.000000+00:00\"], \"session_ids\": [\"ed173d4b-e85c-4425-8be5-6fa5b22367b7\", \"9e09086d-0dcd-44e4-9645-3daa0b5cdd7b\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 6.296}, \"23334\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-20 02:01:41.000000+00:00\", \"2021-02-08 15:25:25.000000+00:00\"], \"session_ids\": [\"013fed94-d1d8-4e30-a800-f605cec39b32\", \"862ae8a9-b132-4f32-9259-7cc79062994b\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 9.979}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 11 and are equal or less than 34"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[11, 34]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about users with a median of duration of sessions per week that is above 23 , and execute sorting by number of sessions in desc."
}
] |
[
{
"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{\"41140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-29 13:53:04.000000+00:00\", \"2023-04-02 08:55:16.000000+00:00\"], \"session_ids\": [\"087d02f3-8dc5-4a61-842d-0298428b86e1\", \"8a0c6bfc-fc33-4e3d-9cd3-dd9ae2b119e3\"], \"total_duration\": 324.0, \"total_sessions\": 2, \"mean_week_duration\": 3.904}, \"44611\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-01-19 08:31:07.000000+00:00\", \"2023-06-05 04:04:57.000000+00:00\"], \"session_ids\": [\"c89f9710-a80e-4cc8-8339-b1981ba0c202\", \"24cdda48-11c3-4077-8b6d-b2d40dc545c0\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 1.952}, \"35062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-04-07 02:49:39.000000+00:00\", \"2020-02-06 11:13:59.000000+00:00\", \"2021-07-02 18:14:19.000000+00:00\", \"2021-01-18 12:30:04.000000+00:00\", \"2020-01-18 05:13:11.000000+00:00\", \"2023-03-13 11:40:23.000000+00:00\", \"2022-07-17 11:36:27.000000+00:00\"], \"session_ids\": [\"23567891-5299-4378-ac03-7f108f54d0b3\", \"7691c3a8-51de-47c7-bbb1-b7fbe839c658\", \"9ea6377b-654c-4a48-8026-bc5642684ba6\", \"77c0c865-4392-478c-b5d5-cadb40b57885\", \"3db0c3ba-a507-4308-bbb8-8d4fde4444ce\", \"87eba747-efbc-4351-b463-594b9d95e976\", \"67596a26-f870-4e53-bab5-ddddb6fbf803\"], \"total_duration\": 11111.0, \"total_sessions\": 7, \"mean_week_duration\": 67.339}, \"24442\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-27 06:22:17.000000+00:00\", \"2020-04-03 16:06:20.000000+00:00\"], \"session_ids\": [\"c39d05d9-6e67-4702-9df0-dd38d8e29590\", \"bc95329a-1627-4766-84a7-a22c3e21e5e9\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.357}, \"58195\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-12-29 20:38:11.000000+00:00\", \"2021-10-06 15:06:38.000000+00:00\"], \"session_ids\": [\"172dccca-f96b-4ca8-815f-4be153677fe9\", \"33417b2c-e595-4e72-aa38-dd2709deab1b\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 1.05}, \"57620\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-06-13 08:00:02.000000+00:00\", \"2022-02-07 23:04:33.000000+00:00\"], \"session_ids\": [\"ce20abb8-2345-49cd-a545-b35d1e9cacf0\", \"927aa4c0-b770-49c2-9a3d-f0d271ad01ae\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 2.043}, \"6884\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-25 13:01:54.000000+00:00\", \"2021-11-05 02:21:56.000000+00:00\", \"2023-06-30 03:11:23.000000+00:00\", \"2022-09-15 15:59:03.000000+00:00\", \"2022-04-28 02:09:11.000000+00:00\", \"2019-02-17 04:57:29.000000+00:00\", \"2021-02-20 00:04:15.000000+00:00\", \"2021-08-01 07:53:18.000000+00:00\"], \"session_ids\": [\"003eb1d5-b8fc-46d0-a064-43464aa66d90\", \"c9022957-7942-471e-9494-8d36b23066f9\", \"251aadaf-10e8-47ab-bff2-11594a331459\", \"d4827740-e04d-4524-a638-49e7a56fb894\", \"ea0198c4-7490-4e7c-a442-be821d9dbfd8\", \"0ebec315-83fa-4734-a490-c8db2ce1fedd\", \"50031c29-d121-4198-a780-f0081fb51183\", \"3a783878-3b1f-45b0-a54c-50df7fe63dfd\"], \"total_duration\": 3742.0, \"total_sessions\": 8, \"mean_week_duration\": 16.412}, \"99677\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-21 08:24:02.000000+00:00\", \"2021-11-01 22:03:56.000000+00:00\", \"2021-02-09 00:36:36.000000+00:00\", \"2019-04-03 03:03:33.000000+00:00\"], \"session_ids\": [\"2d742f02-ba4a-494c-980e-c08fff998376\", \"437252e2-072f-444a-8b6c-0fb0f232529e\", \"35507ea7-6c5d-454f-bd6b-c0ca53c2a214\", \"b82e5546-dafd-4d19-9fda-db150b05d141\"], \"total_duration\": 602.0, \"total_sessions\": 4, \"mean_week_duration\": 4.459}, \"41244\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-25 01:07:54.000000+00:00\", \"2019-11-28 19:34:46.000000+00:00\", \"2021-11-14 21:26:48.000000+00:00\"], \"session_ids\": [\"09db8c40-fbde-4305-9018-b7c275691c75\", \"f9db9665-dbe4-47d4-8171-f821ee5cc656\", \"490edc07-e86b-4940-a4d7-98634bb592cc\"], \"total_duration\": 125.0, \"total_sessions\": 3, \"mean_week_duration\": 1.214}, \"81062\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-20 11:26:10.000000+00:00\", \"2020-06-12 14:18:33.000000+00:00\"], \"session_ids\": [\"48a379a5-f1e5-4847-b810-5d0770598774\", \"cad2c8a9-41b2-4d4c-8bfd-05991945fd53\"], \"total_duration\": 203.0, \"total_sessions\": 2, \"mean_week_duration\": 1.845}}\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 23"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[23, 33]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"35062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-04-07 02:49:39.000000+00:00\", \"2020-02-06 11:13:59.000000+00:00\", \"2021-07-02 18:14:19.000000+00:00\", \"2021-01-18 12:30:04.000000+00:00\", \"2020-01-18 05:13:11.000000+00:00\", \"2023-03-13 11:40:23.000000+00:00\", \"2022-07-17 11:36:27.000000+00:00\"], \"session_ids\": [\"23567891-5299-4378-ac03-7f108f54d0b3\", \"7691c3a8-51de-47c7-bbb1-b7fbe839c658\", \"9ea6377b-654c-4a48-8026-bc5642684ba6\", \"77c0c865-4392-478c-b5d5-cadb40b57885\", \"3db0c3ba-a507-4308-bbb8-8d4fde4444ce\", \"87eba747-efbc-4351-b463-594b9d95e976\", \"67596a26-f870-4e53-bab5-ddddb6fbf803\"], \"total_duration\": 11111.0, \"total_sessions\": 7, \"mean_week_duration\": 67.339}}\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[{\"35062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-04-07 02:49:39.000000+00:00\", \"2020-02-06 11:13:59.000000+00:00\", \"2021-07-02 18:14:19.000000+00:00\", \"2021-01-18 12:30:04.000000+00:00\", \"2020-01-18 05:13:11.000000+00:00\", \"2023-03-13 11:40:23.000000+00:00\", \"2022-07-17 11:36:27.000000+00:00\"], \"session_ids\": [\"23567891-5299-4378-ac03-7f108f54d0b3\", \"7691c3a8-51de-47c7-bbb1-b7fbe839c658\", \"9ea6377b-654c-4a48-8026-bc5642684ba6\", \"77c0c865-4392-478c-b5d5-cadb40b57885\", \"3db0c3ba-a507-4308-bbb8-8d4fde4444ce\", \"87eba747-efbc-4351-b463-594b9d95e976\", \"67596a26-f870-4e53-bab5-ddddb6fbf803\"], \"total_duration\": 11111.0, \"total_sessions\": 7, \"mean_week_duration\": 67.339}}]\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[{\"35062\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-04-07 02:49:39.000000+00:00\", \"2020-02-06 11:13:59.000000+00:00\", \"2021-07-02 18:14:19.000000+00:00\", \"2021-01-18 12:30:04.000000+00:00\", \"2020-01-18 05:13:11.000000+00:00\", \"2023-03-13 11:40:23.000000+00:00\", \"2022-07-17 11:36:27.000000+00:00\"], \"session_ids\": [\"23567891-5299-4378-ac03-7f108f54d0b3\", \"7691c3a8-51de-47c7-bbb1-b7fbe839c658\", \"9ea6377b-654c-4a48-8026-bc5642684ba6\", \"77c0c865-4392-478c-b5d5-cadb40b57885\", \"3db0c3ba-a507-4308-bbb8-8d4fde4444ce\", \"87eba747-efbc-4351-b463-594b9d95e976\", \"67596a26-f870-4e53-bab5-ddddb6fbf803\"], \"total_duration\": 11111.0, \"total_sessions\": 7, \"mean_week_duration\": 67.339}}]\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 3 users I can't find living in city Bogota additionaly sort by total time using the app ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"23047\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-04-24 02:26:58.000000+00:00\", \"2021-11-12 07:34:02.000000+00:00\", \"2020-04-27 13:44:34.000000+00:00\", \"2021-09-12 04:47:12.000000+00:00\", \"2022-11-30 07:26:53.000000+00:00\", \"2023-01-28 06:09:47.000000+00:00\", \"2023-01-14 21:06:27.000000+00:00\", \"2020-07-09 04:20:46.000000+00:00\", \"2019-11-01 02:20:58.000000+00:00\", \"2023-06-17 16:02:32.000000+00:00\", \"2020-02-28 12:44:22.000000+00:00\"], \"session_ids\": [\"dc72a1de-326b-440d-9d90-f949290cf4de\", \"b00a3d0b-4cf7-426f-bc44-3df968f892eb\", \"19c50989-65ad-43e5-9906-4c34671bd110\", \"8a8ca85f-1071-4741-95ec-829454487cca\", \"3b5817d0-bce5-4097-9132-1fbe6f735bdf\", \"eb2719b9-719f-4fe7-87bb-1023b8651822\", \"6cc199d5-95cb-452e-9644-d6d6aa41fa7a\", \"c68a1821-71d2-404a-bf21-8f6bdaa1df47\", \"f52a5af8-4f1a-4f6c-97bb-7cbc17f2d486\", \"eea4ae7c-8673-4bef-b6b5-654495a2c123\", \"90182acc-8a1f-48d3-9bad-f56cdf24228d\"], \"total_duration\": 20394.0, \"total_sessions\": 11, \"mean_week_duration\": 107.337}, \"89756\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-06 16:13:31.000000+00:00\", \"2019-06-14 00:51:48.000000+00:00\", \"2022-09-08 14:09:19.000000+00:00\", \"2023-01-07 16:25:09.000000+00:00\", \"2022-01-06 10:20:49.000000+00:00\", \"2020-10-12 05:36:14.000000+00:00\"], \"session_ids\": [\"a3762705-d639-4896-9931-d95e4e039737\", \"90bdf8ae-c01e-4dcf-aead-cccab86db1e6\", \"2199caf5-d3ed-4c8a-a259-62ae91ff0046\", \"5409b64d-8157-4383-b801-cfa83b9676d3\", \"06408bac-60e9-4f96-953a-3b947a9dacff\", \"a1464c6d-ea25-41a7-8e4a-d8098e566f20\"], \"total_duration\": 633.0, \"total_sessions\": 6, \"mean_week_duration\": 3.385}, \"68118\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-02 10:49:00.000000+00:00\", \"2022-06-25 05:27:30.000000+00:00\", \"2021-02-05 16:43:57.000000+00:00\"], \"session_ids\": [\"2fda2663-6bd7-4827-9908-f73ed9759d5c\", \"9373c571-3a2b-480e-8774-87eb0057cc4a\", \"561dc970-ca35-46ef-bd7a-2100aa4afcd5\"], \"total_duration\": 106.0, \"total_sessions\": 3, \"mean_week_duration\": 1.165}, \"56247\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-22 22:22:51.000000+00:00\", \"2022-09-16 04:12:21.000000+00:00\", \"2020-07-16 23:16:02.000000+00:00\", \"2021-10-29 03:36:21.000000+00:00\", \"2019-12-08 02:46:54.000000+00:00\", \"2021-01-11 15:07:29.000000+00:00\", \"2019-01-05 04:22:01.000000+00:00\", \"2021-01-16 06:41:32.000000+00:00\", \"2022-03-22 11:32:36.000000+00:00\", \"2021-07-18 11:06:48.000000+00:00\", \"2019-11-20 23:40:42.000000+00:00\"], \"session_ids\": [\"60011e62-278b-4ef5-b79b-7193ad2af741\", \"4f4b7f1e-0e3f-4764-98c3-0c082a6b7eca\", \"65f43fae-96fd-4d37-be3b-6465b8a4c22a\", \"e7da630d-aba5-4e6a-b95f-d47bc39b80f9\", \"81ae2904-37ac-4d12-bd65-3aeba5e89d51\", \"6f917899-c531-4875-92fd-37905471ea6d\", \"5f5aaf2a-ba02-4049-8528-7005d515386c\", \"d7dba80f-c854-4b14-b728-e30bed9d4093\", \"83c7483c-1779-4cd4-84ca-078150b8216a\", \"0d1e12c0-1b04-40dc-9e16-9e17bef4adab\", \"b34ddb16-21a8-4824-9fab-b113b802cb71\"], \"total_duration\": 1422.0, \"total_sessions\": 11, \"mean_week_duration\": 7.368}, \"93273\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-10 01:22:11.000000+00:00\", \"2021-06-21 17:31:04.000000+00:00\"], \"session_ids\": [\"b62aad08-b140-4376-89a1-55b9c29911fe\", \"b127dc60-7d88-4349-889d-c358a5b39c4d\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 2.429}, \"18518\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-22 05:23:50.000000+00:00\", \"2021-11-15 13:06:22.000000+00:00\", \"2021-09-07 20:01:25.000000+00:00\", \"2019-01-07 13:39:56.000000+00:00\"], \"session_ids\": [\"08ac7ede-2f3b-4f07-81d7-6a588da2cc5c\", \"49120503-8862-4c8e-ba15-1ba80793079c\", \"e40edbff-e6a2-419f-9384-492a5275395a\", \"6e244309-037e-4caa-8a32-80e7b9a1eb61\"], \"total_duration\": 41.0, \"total_sessions\": 4, \"mean_week_duration\": 0.222}, \"27855\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-07-21 19:10:53.000000+00:00\", \"2019-08-05 13:41:06.000000+00:00\", \"2022-10-07 08:25:28.000000+00:00\", \"2023-03-25 16:20:41.000000+00:00\", \"2022-02-10 08:30:54.000000+00:00\", \"2021-05-28 07:45:19.000000+00:00\"], \"session_ids\": [\"c0da9446-1246-4622-8371-3c57b6cabf5c\", \"211090dc-8668-4b72-bc0a-29ebbe21d396\", \"6f7948f2-0fe5-485e-b804-66fcb7afa6df\", \"eebc2ede-90c9-4f52-9ec6-8b29b94afd67\", \"2bd0f98d-6296-4daf-a7b8-714ed6136f61\", \"0b5a3051-015b-4bec-aa2d-21de1b4847b4\"], \"total_duration\": 643.0, \"total_sessions\": 6, \"mean_week_duration\": 3.384}, \"88505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-18 00:23:08.000000+00:00\", \"2019-08-30 14:18:33.000000+00:00\", \"2023-04-09 11:58:01.000000+00:00\", \"2022-11-13 01:27:04.000000+00:00\", \"2023-04-17 02:37:17.000000+00:00\"], \"session_ids\": [\"32c91cf7-9067-43a8-a065-3e9245813c7c\", \"32f498bd-b758-4efc-b663-94d33b57cc6d\", \"7f3cdf56-ebf6-496e-a79e-c01eb7f2be32\", \"984647d4-665c-419d-828b-3062e8d5bf04\", \"d7639cfa-4580-4673-b12b-7e1325b1f481\"], \"total_duration\": 2811.0, \"total_sessions\": 5, \"mean_week_duration\": 14.795}, \"57656\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-02-11 18:47:45.000000+00:00\", \"2022-06-20 00:37:43.000000+00:00\", \"2020-10-22 07:26:13.000000+00:00\", \"2020-01-14 15:13:46.000000+00:00\"], \"session_ids\": [\"522556ad-2097-451a-9020-cd29c34c5549\", \"c4b0d543-bf66-4745-96ef-db7c70a50ab2\", \"09d7bb86-186e-492f-8b05-af7f894a2be6\", \"e31bc540-c732-449c-8400-a3395295cf6b\"], \"total_duration\": 550.0, \"total_sessions\": 4, \"mean_week_duration\": 3.143}, \"36117\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-03-12 15:15:36.000000+00:00\", \"2021-01-29 08:48:32.000000+00:00\"], \"session_ids\": [\"0135d69f-0026-4b81-a8bd-205c774e4147\", \"868f3959-8a21-4c08-9f93-dc61dcef39d8\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 2.356}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Bogota"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Bogota\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"23047\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-04-24 02:26:58.000000+00:00\", \"2021-11-12 07:34:02.000000+00:00\", \"2020-04-27 13:44:34.000000+00:00\", \"2021-09-12 04:47:12.000000+00:00\", \"2022-11-30 07:26:53.000000+00:00\", \"2023-01-28 06:09:47.000000+00:00\", \"2023-01-14 21:06:27.000000+00:00\", \"2020-07-09 04:20:46.000000+00:00\", \"2019-11-01 02:20:58.000000+00:00\", \"2023-06-17 16:02:32.000000+00:00\", \"2020-02-28 12:44:22.000000+00:00\"], \"session_ids\": [\"dc72a1de-326b-440d-9d90-f949290cf4de\", \"b00a3d0b-4cf7-426f-bc44-3df968f892eb\", \"19c50989-65ad-43e5-9906-4c34671bd110\", \"8a8ca85f-1071-4741-95ec-829454487cca\", \"3b5817d0-bce5-4097-9132-1fbe6f735bdf\", \"eb2719b9-719f-4fe7-87bb-1023b8651822\", \"6cc199d5-95cb-452e-9644-d6d6aa41fa7a\", \"c68a1821-71d2-404a-bf21-8f6bdaa1df47\", \"f52a5af8-4f1a-4f6c-97bb-7cbc17f2d486\", \"eea4ae7c-8673-4bef-b6b5-654495a2c123\", \"90182acc-8a1f-48d3-9bad-f56cdf24228d\"], \"total_duration\": 20394.0, \"total_sessions\": 11, \"mean_week_duration\": 107.337}, \"89756\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-06 16:13:31.000000+00:00\", \"2019-06-14 00:51:48.000000+00:00\", \"2022-09-08 14:09:19.000000+00:00\", \"2023-01-07 16:25:09.000000+00:00\", \"2022-01-06 10:20:49.000000+00:00\", \"2020-10-12 05:36:14.000000+00:00\"], \"session_ids\": [\"a3762705-d639-4896-9931-d95e4e039737\", \"90bdf8ae-c01e-4dcf-aead-cccab86db1e6\", \"2199caf5-d3ed-4c8a-a259-62ae91ff0046\", \"5409b64d-8157-4383-b801-cfa83b9676d3\", \"06408bac-60e9-4f96-953a-3b947a9dacff\", \"a1464c6d-ea25-41a7-8e4a-d8098e566f20\"], \"total_duration\": 633.0, \"total_sessions\": 6, \"mean_week_duration\": 3.385}, \"68118\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-02 10:49:00.000000+00:00\", \"2022-06-25 05:27:30.000000+00:00\", \"2021-02-05 16:43:57.000000+00:00\"], \"session_ids\": [\"2fda2663-6bd7-4827-9908-f73ed9759d5c\", \"9373c571-3a2b-480e-8774-87eb0057cc4a\", \"561dc970-ca35-46ef-bd7a-2100aa4afcd5\"], \"total_duration\": 106.0, \"total_sessions\": 3, \"mean_week_duration\": 1.165}, \"56247\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-22 22:22:51.000000+00:00\", \"2022-09-16 04:12:21.000000+00:00\", \"2020-07-16 23:16:02.000000+00:00\", \"2021-10-29 03:36:21.000000+00:00\", \"2019-12-08 02:46:54.000000+00:00\", \"2021-01-11 15:07:29.000000+00:00\", \"2019-01-05 04:22:01.000000+00:00\", \"2021-01-16 06:41:32.000000+00:00\", \"2022-03-22 11:32:36.000000+00:00\", \"2021-07-18 11:06:48.000000+00:00\", \"2019-11-20 23:40:42.000000+00:00\"], \"session_ids\": [\"60011e62-278b-4ef5-b79b-7193ad2af741\", \"4f4b7f1e-0e3f-4764-98c3-0c082a6b7eca\", \"65f43fae-96fd-4d37-be3b-6465b8a4c22a\", \"e7da630d-aba5-4e6a-b95f-d47bc39b80f9\", \"81ae2904-37ac-4d12-bd65-3aeba5e89d51\", \"6f917899-c531-4875-92fd-37905471ea6d\", \"5f5aaf2a-ba02-4049-8528-7005d515386c\", \"d7dba80f-c854-4b14-b728-e30bed9d4093\", \"83c7483c-1779-4cd4-84ca-078150b8216a\", \"0d1e12c0-1b04-40dc-9e16-9e17bef4adab\", \"b34ddb16-21a8-4824-9fab-b113b802cb71\"], \"total_duration\": 1422.0, \"total_sessions\": 11, \"mean_week_duration\": 7.368}, \"93273\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-10 01:22:11.000000+00:00\", \"2021-06-21 17:31:04.000000+00:00\"], \"session_ids\": [\"b62aad08-b140-4376-89a1-55b9c29911fe\", \"b127dc60-7d88-4349-889d-c358a5b39c4d\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 2.429}, \"18518\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-22 05:23:50.000000+00:00\", \"2021-11-15 13:06:22.000000+00:00\", \"2021-09-07 20:01:25.000000+00:00\", \"2019-01-07 13:39:56.000000+00:00\"], \"session_ids\": [\"08ac7ede-2f3b-4f07-81d7-6a588da2cc5c\", \"49120503-8862-4c8e-ba15-1ba80793079c\", \"e40edbff-e6a2-419f-9384-492a5275395a\", \"6e244309-037e-4caa-8a32-80e7b9a1eb61\"], \"total_duration\": 41.0, \"total_sessions\": 4, \"mean_week_duration\": 0.222}, \"27855\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-07-21 19:10:53.000000+00:00\", \"2019-08-05 13:41:06.000000+00:00\", \"2022-10-07 08:25:28.000000+00:00\", \"2023-03-25 16:20:41.000000+00:00\", \"2022-02-10 08:30:54.000000+00:00\", \"2021-05-28 07:45:19.000000+00:00\"], \"session_ids\": [\"c0da9446-1246-4622-8371-3c57b6cabf5c\", \"211090dc-8668-4b72-bc0a-29ebbe21d396\", \"6f7948f2-0fe5-485e-b804-66fcb7afa6df\", \"eebc2ede-90c9-4f52-9ec6-8b29b94afd67\", \"2bd0f98d-6296-4daf-a7b8-714ed6136f61\", \"0b5a3051-015b-4bec-aa2d-21de1b4847b4\"], \"total_duration\": 643.0, \"total_sessions\": 6, \"mean_week_duration\": 3.384}, \"88505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-18 00:23:08.000000+00:00\", \"2019-08-30 14:18:33.000000+00:00\", \"2023-04-09 11:58:01.000000+00:00\", \"2022-11-13 01:27:04.000000+00:00\", \"2023-04-17 02:37:17.000000+00:00\"], \"session_ids\": [\"32c91cf7-9067-43a8-a065-3e9245813c7c\", \"32f498bd-b758-4efc-b663-94d33b57cc6d\", \"7f3cdf56-ebf6-496e-a79e-c01eb7f2be32\", \"984647d4-665c-419d-828b-3062e8d5bf04\", \"d7639cfa-4580-4673-b12b-7e1325b1f481\"], \"total_duration\": 2811.0, \"total_sessions\": 5, \"mean_week_duration\": 14.795}, \"57656\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-02-11 18:47:45.000000+00:00\", \"2022-06-20 00:37:43.000000+00:00\", \"2020-10-22 07:26:13.000000+00:00\", \"2020-01-14 15:13:46.000000+00:00\"], \"session_ids\": [\"522556ad-2097-451a-9020-cd29c34c5549\", \"c4b0d543-bf66-4745-96ef-db7c70a50ab2\", \"09d7bb86-186e-492f-8b05-af7f894a2be6\", \"e31bc540-c732-449c-8400-a3395295cf6b\"], \"total_duration\": 550.0, \"total_sessions\": 4, \"mean_week_duration\": 3.143}, \"36117\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-03-12 15:15:36.000000+00:00\", \"2021-01-29 08:48:32.000000+00:00\"], \"session_ids\": [\"0135d69f-0026-4b81-a8bd-205c774e4147\", \"868f3959-8a21-4c08-9f93-dc61dcef39d8\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 2.356}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"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[{\"18518\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-22 05:23:50.000000+00:00\", \"2021-11-15 13:06:22.000000+00:00\", \"2021-09-07 20:01:25.000000+00:00\", \"2019-01-07 13:39:56.000000+00:00\"], \"session_ids\": [\"08ac7ede-2f3b-4f07-81d7-6a588da2cc5c\", \"49120503-8862-4c8e-ba15-1ba80793079c\", \"e40edbff-e6a2-419f-9384-492a5275395a\", \"6e244309-037e-4caa-8a32-80e7b9a1eb61\"], \"total_duration\": 41.0, \"total_sessions\": 4, \"mean_week_duration\": 0.222}}, {\"93273\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-10 01:22:11.000000+00:00\", \"2021-06-21 17:31:04.000000+00:00\"], \"session_ids\": [\"b62aad08-b140-4376-89a1-55b9c29911fe\", \"b127dc60-7d88-4349-889d-c358a5b39c4d\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 2.429}}, {\"68118\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-02 10:49:00.000000+00:00\", \"2022-06-25 05:27:30.000000+00:00\", \"2021-02-05 16:43:57.000000+00:00\"], \"session_ids\": [\"2fda2663-6bd7-4827-9908-f73ed9759d5c\", \"9373c571-3a2b-480e-8774-87eb0057cc4a\", \"561dc970-ca35-46ef-bd7a-2100aa4afcd5\"], \"total_duration\": 106.0, \"total_sessions\": 3, \"mean_week_duration\": 1.165}}, {\"36117\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-03-12 15:15:36.000000+00:00\", \"2021-01-29 08:48:32.000000+00:00\"], \"session_ids\": [\"0135d69f-0026-4b81-a8bd-205c774e4147\", \"868f3959-8a21-4c08-9f93-dc61dcef39d8\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 2.356}}, {\"57656\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-02-11 18:47:45.000000+00:00\", \"2022-06-20 00:37:43.000000+00:00\", \"2020-10-22 07:26:13.000000+00:00\", \"2020-01-14 15:13:46.000000+00:00\"], \"session_ids\": [\"522556ad-2097-451a-9020-cd29c34c5549\", \"c4b0d543-bf66-4745-96ef-db7c70a50ab2\", \"09d7bb86-186e-492f-8b05-af7f894a2be6\", \"e31bc540-c732-449c-8400-a3395295cf6b\"], \"total_duration\": 550.0, \"total_sessions\": 4, \"mean_week_duration\": 3.143}}, {\"89756\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-06 16:13:31.000000+00:00\", \"2019-06-14 00:51:48.000000+00:00\", \"2022-09-08 14:09:19.000000+00:00\", \"2023-01-07 16:25:09.000000+00:00\", \"2022-01-06 10:20:49.000000+00:00\", \"2020-10-12 05:36:14.000000+00:00\"], \"session_ids\": [\"a3762705-d639-4896-9931-d95e4e039737\", \"90bdf8ae-c01e-4dcf-aead-cccab86db1e6\", \"2199caf5-d3ed-4c8a-a259-62ae91ff0046\", \"5409b64d-8157-4383-b801-cfa83b9676d3\", \"06408bac-60e9-4f96-953a-3b947a9dacff\", \"a1464c6d-ea25-41a7-8e4a-d8098e566f20\"], \"total_duration\": 633.0, \"total_sessions\": 6, \"mean_week_duration\": 3.385}}, {\"27855\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-07-21 19:10:53.000000+00:00\", \"2019-08-05 13:41:06.000000+00:00\", \"2022-10-07 08:25:28.000000+00:00\", \"2023-03-25 16:20:41.000000+00:00\", \"2022-02-10 08:30:54.000000+00:00\", \"2021-05-28 07:45:19.000000+00:00\"], \"session_ids\": [\"c0da9446-1246-4622-8371-3c57b6cabf5c\", \"211090dc-8668-4b72-bc0a-29ebbe21d396\", \"6f7948f2-0fe5-485e-b804-66fcb7afa6df\", \"eebc2ede-90c9-4f52-9ec6-8b29b94afd67\", \"2bd0f98d-6296-4daf-a7b8-714ed6136f61\", \"0b5a3051-015b-4bec-aa2d-21de1b4847b4\"], \"total_duration\": 643.0, \"total_sessions\": 6, \"mean_week_duration\": 3.384}}, {\"56247\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-22 22:22:51.000000+00:00\", \"2022-09-16 04:12:21.000000+00:00\", \"2020-07-16 23:16:02.000000+00:00\", \"2021-10-29 03:36:21.000000+00:00\", \"2019-12-08 02:46:54.000000+00:00\", \"2021-01-11 15:07:29.000000+00:00\", \"2019-01-05 04:22:01.000000+00:00\", \"2021-01-16 06:41:32.000000+00:00\", \"2022-03-22 11:32:36.000000+00:00\", \"2021-07-18 11:06:48.000000+00:00\", \"2019-11-20 23:40:42.000000+00:00\"], \"session_ids\": [\"60011e62-278b-4ef5-b79b-7193ad2af741\", \"4f4b7f1e-0e3f-4764-98c3-0c082a6b7eca\", \"65f43fae-96fd-4d37-be3b-6465b8a4c22a\", \"e7da630d-aba5-4e6a-b95f-d47bc39b80f9\", \"81ae2904-37ac-4d12-bd65-3aeba5e89d51\", \"6f917899-c531-4875-92fd-37905471ea6d\", \"5f5aaf2a-ba02-4049-8528-7005d515386c\", \"d7dba80f-c854-4b14-b728-e30bed9d4093\", \"83c7483c-1779-4cd4-84ca-078150b8216a\", \"0d1e12c0-1b04-40dc-9e16-9e17bef4adab\", \"b34ddb16-21a8-4824-9fab-b113b802cb71\"], \"total_duration\": 1422.0, \"total_sessions\": 11, \"mean_week_duration\": 7.368}}, {\"88505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-18 00:23:08.000000+00:00\", \"2019-08-30 14:18:33.000000+00:00\", \"2023-04-09 11:58:01.000000+00:00\", \"2022-11-13 01:27:04.000000+00:00\", \"2023-04-17 02:37:17.000000+00:00\"], \"session_ids\": [\"32c91cf7-9067-43a8-a065-3e9245813c7c\", \"32f498bd-b758-4efc-b663-94d33b57cc6d\", \"7f3cdf56-ebf6-496e-a79e-c01eb7f2be32\", \"984647d4-665c-419d-828b-3062e8d5bf04\", \"d7639cfa-4580-4673-b12b-7e1325b1f481\"], \"total_duration\": 2811.0, \"total_sessions\": 5, \"mean_week_duration\": 14.795}}, {\"23047\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-04-24 02:26:58.000000+00:00\", \"2021-11-12 07:34:02.000000+00:00\", \"2020-04-27 13:44:34.000000+00:00\", \"2021-09-12 04:47:12.000000+00:00\", \"2022-11-30 07:26:53.000000+00:00\", \"2023-01-28 06:09:47.000000+00:00\", \"2023-01-14 21:06:27.000000+00:00\", \"2020-07-09 04:20:46.000000+00:00\", \"2019-11-01 02:20:58.000000+00:00\", \"2023-06-17 16:02:32.000000+00:00\", \"2020-02-28 12:44:22.000000+00:00\"], \"session_ids\": [\"dc72a1de-326b-440d-9d90-f949290cf4de\", \"b00a3d0b-4cf7-426f-bc44-3df968f892eb\", \"19c50989-65ad-43e5-9906-4c34671bd110\", \"8a8ca85f-1071-4741-95ec-829454487cca\", \"3b5817d0-bce5-4097-9132-1fbe6f735bdf\", \"eb2719b9-719f-4fe7-87bb-1023b8651822\", \"6cc199d5-95cb-452e-9644-d6d6aa41fa7a\", \"c68a1821-71d2-404a-bf21-8f6bdaa1df47\", \"f52a5af8-4f1a-4f6c-97bb-7cbc17f2d486\", \"eea4ae7c-8673-4bef-b6b5-654495a2c123\", \"90182acc-8a1f-48d3-9bad-f56cdf24228d\"], \"total_duration\": 20394.0, \"total_sessions\": 11, \"mean_week_duration\": 107.337}}]\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[{\"18518\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-22 05:23:50.000000+00:00\", \"2021-11-15 13:06:22.000000+00:00\", \"2021-09-07 20:01:25.000000+00:00\", \"2019-01-07 13:39:56.000000+00:00\"], \"session_ids\": [\"08ac7ede-2f3b-4f07-81d7-6a588da2cc5c\", \"49120503-8862-4c8e-ba15-1ba80793079c\", \"e40edbff-e6a2-419f-9384-492a5275395a\", \"6e244309-037e-4caa-8a32-80e7b9a1eb61\"], \"total_duration\": 41.0, \"total_sessions\": 4, \"mean_week_duration\": 0.222}}, {\"93273\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-10 01:22:11.000000+00:00\", \"2021-06-21 17:31:04.000000+00:00\"], \"session_ids\": [\"b62aad08-b140-4376-89a1-55b9c29911fe\", \"b127dc60-7d88-4349-889d-c358a5b39c4d\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 2.429}}, {\"68118\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-02 10:49:00.000000+00:00\", \"2022-06-25 05:27:30.000000+00:00\", \"2021-02-05 16:43:57.000000+00:00\"], \"session_ids\": [\"2fda2663-6bd7-4827-9908-f73ed9759d5c\", \"9373c571-3a2b-480e-8774-87eb0057cc4a\", \"561dc970-ca35-46ef-bd7a-2100aa4afcd5\"], \"total_duration\": 106.0, \"total_sessions\": 3, \"mean_week_duration\": 1.165}}]\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[{\"18518\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-22 05:23:50.000000+00:00\", \"2021-11-15 13:06:22.000000+00:00\", \"2021-09-07 20:01:25.000000+00:00\", \"2019-01-07 13:39:56.000000+00:00\"], \"session_ids\": [\"08ac7ede-2f3b-4f07-81d7-6a588da2cc5c\", \"49120503-8862-4c8e-ba15-1ba80793079c\", \"e40edbff-e6a2-419f-9384-492a5275395a\", \"6e244309-037e-4caa-8a32-80e7b9a1eb61\"], \"total_duration\": 41.0, \"total_sessions\": 4, \"mean_week_duration\": 0.222}}, {\"93273\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-11-10 01:22:11.000000+00:00\", \"2021-06-21 17:31:04.000000+00:00\"], \"session_ids\": [\"b62aad08-b140-4376-89a1-55b9c29911fe\", \"b127dc60-7d88-4349-889d-c358a5b39c4d\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 2.429}}, {\"68118\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-02 10:49:00.000000+00:00\", \"2022-06-25 05:27:30.000000+00:00\", \"2021-02-05 16:43:57.000000+00:00\"], \"session_ids\": [\"2fda2663-6bd7-4827-9908-f73ed9759d5c\", \"9373c571-3a2b-480e-8774-87eb0057cc4a\", \"561dc970-ca35-46ef-bd7a-2100aa4afcd5\"], \"total_duration\": 106.0, \"total_sessions\": 3, \"mean_week_duration\": 1.165}}]\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 2 users who currently live in city Seoul and in addition put to use sorting by city_name from the largest to the smallest and in addition get rid of all entries, except 3."
}
] |
[
{
"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{\"75829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-11 21:09:05.000000+00:00\", \"2020-03-12 21:08:47.000000+00:00\", \"2023-02-26 19:56:10.000000+00:00\"], \"session_ids\": [\"d775b4b9-c230-40af-bdaf-b1c2958c2c2e\", \"540cb81a-2fe2-483d-a5c7-797ee8a9f38c\", \"31782f60-5466-4d24-b709-4d159ef87d25\"], \"total_duration\": 157.0, \"total_sessions\": 3, \"mean_week_duration\": 1.013}, \"52518\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-16 14:22:14.000000+00:00\", \"2019-03-25 05:15:28.000000+00:00\"], \"session_ids\": [\"1eb1f7da-e92b-4acc-8220-90701573a859\", \"3f4d5711-62c3-435a-8d90-6520a71b92c7\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 1.5}, \"14684\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-09-16 08:18:10.000000+00:00\", \"2022-06-21 16:34:35.000000+00:00\"], \"session_ids\": [\"adbab41b-159b-4d43-a6a3-15b4c765c7c9\", \"e433612d-10d9-4a75-b13d-460b02d12edc\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 11.154}, \"8582\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-21 01:41:32.000000+00:00\", \"2022-11-14 01:08:46.000000+00:00\", \"2023-01-13 23:24:05.000000+00:00\", \"2020-04-09 01:33:55.000000+00:00\", \"2021-03-05 19:24:52.000000+00:00\", \"2020-02-16 20:16:10.000000+00:00\", \"2022-07-09 05:26:23.000000+00:00\"], \"session_ids\": [\"e17e75cc-80e1-4bbf-8193-d4eb4254d332\", \"f5a6387a-8391-4a59-bf8c-cb02cec5e805\", \"44e346fb-5c0b-48dc-bd69-91e2331c7925\", \"58756cd9-4065-4e53-a050-3f6c860df4e3\", \"9ede65b9-b422-42d5-84b5-77ae2597d4d5\", \"0221a339-9b44-4593-a0a3-8e575018e0ad\", \"535238a6-c285-4684-bd45-59b76bc164b0\"], \"total_duration\": 1137.0, \"total_sessions\": 7, \"mean_week_duration\": 7.48}, \"70163\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-29 22:54:41.000000+00:00\", \"2019-07-12 07:44:42.000000+00:00\", \"2020-01-04 23:01:28.000000+00:00\"], \"session_ids\": [\"ecfa17cd-49d7-45db-892c-f4f0c99ed0e3\", \"9f8c9ac8-5c1c-4dc3-9336-c9e4a8806691\", \"9d1538ff-5f2f-4f0a-8a7e-623260949742\"], \"total_duration\": 119.0, \"total_sessions\": 3, \"mean_week_duration\": 0.613}, \"15221\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-10 17:44:18.000000+00:00\", \"2021-10-25 05:42:56.000000+00:00\"], \"session_ids\": [\"0545d1a7-1526-440f-9c0f-0bc54494103a\", \"83b0a201-bb33-499a-8703-19c48ac2e9fb\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 9.326}, \"24873\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-19 20:18:17.000000+00:00\", \"2022-05-28 01:58:48.000000+00:00\"], \"session_ids\": [\"b8713d9c-e8e2-4dc4-aea4-5d1fdbbc8285\", \"8ce271f7-f80f-456d-82e8-8d9ce62b405a\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 4.366}, \"14013\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-05-14 09:38:40.000000+00:00\", \"2020-10-17 04:42:48.000000+00:00\", \"2022-07-28 01:53:46.000000+00:00\", \"2020-09-14 22:24:50.000000+00:00\", \"2021-11-20 13:37:04.000000+00:00\", \"2021-11-08 20:15:16.000000+00:00\", \"2021-04-20 21:12:25.000000+00:00\", \"2022-03-09 01:17:44.000000+00:00\", \"2022-01-08 01:22:02.000000+00:00\", \"2019-03-28 10:54:41.000000+00:00\"], \"session_ids\": [\"e17191a5-d73e-46ae-a6f6-eff2687ca4af\", \"b4b70e18-cc82-401c-9976-cfef90bdf4fb\", \"aafb6b5e-8a0f-41b0-95ed-8acff069c770\", \"7cb8f569-7b60-4423-a406-2d8c3c9f6755\", \"0b1b8318-d607-47d5-b74a-313c08ba4424\", \"da39e61a-30ca-4a25-a7da-add3e1e6e1eb\", \"41bafc28-4e34-469e-a089-5a4af84d71fc\", \"43f8ce73-0f4b-43ca-8c5d-becf922cf19b\", \"db5b1e6c-44e1-42a5-a133-32e41f243a49\", \"073242a8-88e7-4133-8934-bf239eb0a3c5\"], \"total_duration\": 31650.0, \"total_sessions\": 10, \"mean_week_duration\": 146.528}, \"84371\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-06-27 05:54:46.000000+00:00\", \"2020-07-25 12:20:19.000000+00:00\", \"2022-09-02 03:56:30.000000+00:00\"], \"session_ids\": [\"401dd4bc-8d70-4844-a386-2acb66adf965\", \"d478772a-2cf9-4e68-a9df-b3e85291d12d\", \"bb65095e-d9c6-4f5d-93f2-943f28c710e5\"], \"total_duration\": 55.0, \"total_sessions\": 3, \"mean_week_duration\": 0.359}, \"9897\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-06 16:51:42.000000+00:00\", \"2022-04-29 07:55:25.000000+00:00\", \"2023-02-23 14:32:29.000000+00:00\", \"2022-05-26 08:30:34.000000+00:00\", \"2022-10-05 02:17:20.000000+00:00\", \"2021-04-27 12:43:18.000000+00:00\", \"2022-07-04 20:31:50.000000+00:00\", \"2020-11-29 04:37:21.000000+00:00\", \"2022-07-23 22:47:03.000000+00:00\", \"2021-10-30 14:05:17.000000+00:00\"], \"session_ids\": [\"e0d513d7-8190-4184-9812-4043868a21bd\", \"7f190fc8-eb80-46e8-b9fa-a35836f610c6\", \"8dccacae-373c-473d-9e72-6a7afd2945f1\", \"addf6ba7-47b7-4567-b39a-4ea847cbc0d2\", \"50dbe4f6-5b7f-4121-ab32-a890a13caee6\", \"c23b2a19-9df9-49c9-b6ca-5ff3c1e4400b\", \"ada36d5a-5444-4252-9caa-a373ebeac196\", \"afdff568-1674-45d7-af9e-9544da6bc2b3\", \"5c5d9ffc-909f-4b2e-9b38-348ad7bf956d\", \"aa44e802-e248-4f65-bb26-2836e494a8a1\"], \"total_duration\": 106.0, \"total_sessions\": 10, \"mean_week_duration\": 0.906}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Seoul"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Seoul\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 5 users whose app usage time is bigger than 1270 and smaller than 3574 (both not including) and implement sorting by duration of sessions per week ascendingly + provide me only with 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{\"26324\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-07-30 10:10:37.000000+00:00\", \"2022-01-02 17:37:17.000000+00:00\"], \"session_ids\": [\"780ac252-81c0-46b0-95af-0ece189471ac\", \"aa09ac37-e051-47fe-bc9e-9e3db80d7767\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 5.653}, \"96958\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-23 21:38:15.000000+00:00\", \"2020-01-26 02:10:03.000000+00:00\", \"2021-04-17 12:20:04.000000+00:00\"], \"session_ids\": [\"5ca72f47-e16b-4911-b64b-a854bac96814\", \"d620159a-c734-41ad-b977-54a919cdef3e\", \"1169adb6-e921-4e8e-97fd-49eef170bb7e\"], \"total_duration\": 802.0, \"total_sessions\": 3, \"mean_week_duration\": 12.531}, \"81047\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-14 20:14:41.000000+00:00\", \"2019-05-12 17:15:36.000000+00:00\"], \"session_ids\": [\"05cb67fc-c9ee-4531-bd66-0093fb85f2b2\", \"c2f6ab1e-3c7d-4049-9545-0c1f198c4a8d\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.222}, \"97669\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-13 02:06:45.000000+00:00\", \"2020-06-29 03:41:16.000000+00:00\", \"2021-07-16 05:53:39.000000+00:00\", \"2021-11-02 15:25:11.000000+00:00\"], \"session_ids\": [\"7e0ef63d-40ec-4103-9ba5-00406c463cd3\", \"ef9a0bcc-a4eb-4432-9945-445dc06697e1\", \"e8408968-1c9a-480b-8ae2-305894bac03b\", \"ab7bffe6-0091-473f-a6f3-90fd27ef4702\"], \"total_duration\": 781.0, \"total_sessions\": 4, \"mean_week_duration\": 5.872}, \"81322\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-01 04:57:48.000000+00:00\", \"2021-05-22 08:53:50.000000+00:00\", \"2022-02-18 20:31:52.000000+00:00\"], \"session_ids\": [\"990564e1-8b78-4f32-984a-47001f2cb97d\", \"c146aab5-2287-44fe-8e4e-c6bfb41f7655\", \"9734f15f-8441-4833-8bb6-6de584189adf\"], \"total_duration\": 1103.0, \"total_sessions\": 3, \"mean_week_duration\": 26.262}, \"25665\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-12-18 20:43:47.000000+00:00\", \"2020-11-24 20:40:49.000000+00:00\"], \"session_ids\": [\"2abbcc26-4fb4-4221-9127-5e431447709d\", \"58debce0-6cbd-4f4d-a628-03ae63c49295\"], \"total_duration\": 448.0, \"total_sessions\": 2, \"mean_week_duration\": 9.143}, \"66699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-02 21:52:24.000000+00:00\", \"2020-07-31 20:10:16.000000+00:00\"], \"session_ids\": [\"72accab5-bcd1-4a9e-9965-8884e9b2938e\", \"957ba390-99cc-4ece-b2c6-c9dd9283ed7c\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 1.467}, \"81394\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-10 08:15:56.000000+00:00\", \"2022-06-19 07:19:19.000000+00:00\"], \"session_ids\": [\"acea21c5-e639-479a-9caa-490c0cd3ea59\", \"82a761c9-3baf-40c6-8e1a-14beec8454d0\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 1.787}, \"65492\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-06-27 09:06:19.000000+00:00\", \"2019-06-24 23:55:39.000000+00:00\", \"2020-07-21 22:23:21.000000+00:00\", \"2023-06-25 09:36:37.000000+00:00\", \"2021-05-22 06:35:45.000000+00:00\", \"2023-01-12 07:45:30.000000+00:00\", \"2023-05-07 04:00:50.000000+00:00\", \"2022-12-27 17:34:22.000000+00:00\", \"2019-08-10 12:47:50.000000+00:00\"], \"session_ids\": [\"5bebcfa7-01f8-4095-a541-5429c10275ef\", \"0d268c67-90bf-479b-9fa7-b14290ab11be\", \"d8335131-dea9-440b-ad3c-d3c7b615128d\", \"8efecbc2-de03-4a6f-94e0-dbca2e07051f\", \"6a6350ab-355a-4d16-b401-906d05e79b78\", \"c74f0e7a-dbce-40a5-8559-12c36b18a7c4\", \"dffd488f-9b01-45ed-8994-d041e5e53884\", \"c3ec6a40-97f0-4f0e-b35e-9d90736c9a9f\", \"4658f9ec-c506-4d10-9b51-5dfd9175e7e4\"], \"total_duration\": 1093.0, \"total_sessions\": 9, \"mean_week_duration\": 5.23}, \"78095\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-01-16 08:40:18.000000+00:00\", \"2022-10-25 19:30:12.000000+00:00\", \"2021-07-14 07:59:04.000000+00:00\"], \"session_ids\": [\"790e4fd9-392d-43bf-9acf-b4af37ca5f6c\", \"881108ad-e737-4609-8f7b-e8a33fa568e2\", \"ee4a81e0-8681-483e-bb1c-b3b3163ee5f9\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.38}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 1270 and are less than 3574"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1270, 3574]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 7 users whose average of total time spent in the app per week is under 0 inclusively also implement sorting by site usage time per week descending."
}
] |
[
{
"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{\"77000\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-01 15:10:18.000000+00:00\", \"2023-01-21 18:10:43.000000+00:00\"], \"session_ids\": [\"b9b58ce5-0a33-468f-a643-269874791557\", \"edb80f4c-6c26-449c-bfeb-902af9ab7368\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 1.216}, \"93585\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-11-28 20:49:49.000000+00:00\", \"2021-02-09 22:20:01.000000+00:00\", \"2019-05-06 01:58:29.000000+00:00\", \"2019-03-13 01:14:12.000000+00:00\", \"2019-04-17 15:45:50.000000+00:00\"], \"session_ids\": [\"bb51ac25-62a8-493f-8a38-f45cbd582652\", \"626e296a-28b3-4d15-bd3e-60e36e325464\", \"5463e3e3-d85d-405b-9381-0fd46143c71f\", \"d088ce64-6cdd-46ff-b7c9-825eb1908312\", \"5d88c1f4-cd4a-4232-8fc6-251351bb0802\"], \"total_duration\": 46.0, \"total_sessions\": 5, \"mean_week_duration\": 0.324}, \"62508\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-12-02 21:37:56.000000+00:00\", \"2020-08-02 07:41:30.000000+00:00\"], \"session_ids\": [\"2cdfc20d-281b-40f2-b1c3-6ac79c1975df\", \"61627946-ef8c-41df-91c0-43a293687098\"], \"total_duration\": 121.0, \"total_sessions\": 2, \"mean_week_duration\": 3.457}, \"88194\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-05-14 12:47:18.000000+00:00\", \"2020-03-27 19:43:00.000000+00:00\", \"2023-06-28 17:19:31.000000+00:00\"], \"session_ids\": [\"edcc5e3a-c799-43fa-868f-2bf96fb18901\", \"f3c54569-4104-4d73-af0a-38caa6af3d4e\", \"2b0391b9-a84e-46a0-8110-fac5f351949d\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.371}, \"87583\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-02-02 22:56:31.000000+00:00\", \"2020-06-15 20:34:09.000000+00:00\", \"2020-10-25 08:29:04.000000+00:00\"], \"session_ids\": [\"3e02ae9f-9d43-46ae-b781-d10df3859f11\", \"569669db-c541-45e8-9cc8-1ed18fbcd265\", \"b73765a6-9a13-4c1f-ad3e-b32901f9b717\"], \"total_duration\": 671.0, \"total_sessions\": 3, \"mean_week_duration\": 7.802}, \"96481\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-29 00:04:55.000000+00:00\", \"2019-08-12 02:29:44.000000+00:00\", \"2023-05-05 16:40:21.000000+00:00\", \"2022-04-15 23:18:08.000000+00:00\", \"2020-06-01 02:23:35.000000+00:00\", \"2021-12-08 15:31:30.000000+00:00\"], \"session_ids\": [\"3c3bad53-100d-4054-a27b-5128550ba180\", \"d6318f50-483d-43c0-b6a4-9e5fcf822a43\", \"c93359ff-29d2-4202-8e7f-740a193b0b4a\", \"36f25c39-117e-4927-abf8-747c65972f3a\", \"353bfc8c-8521-491c-8b8f-59fe9dd1f8a6\", \"0d125014-f116-4a57-a09a-4bc7ab7b886c\"], \"total_duration\": 45.0, \"total_sessions\": 6, \"mean_week_duration\": 0.231}, \"34566\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-07-30 13:47:02.000000+00:00\", \"2023-03-11 05:15:38.000000+00:00\"], \"session_ids\": [\"cc01ba66-02e9-445e-8381-b4b777bc50dc\", \"c33916ac-1e97-4ae1-86e0-4306552f006b\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.299}, \"43971\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 9, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-15 18:38:16.000000+00:00\", \"2019-10-03 00:09:26.000000+00:00\", \"2021-04-06 12:01:38.000000+00:00\"], \"session_ids\": [\"bf1ec64e-c4da-4e31-92ef-906d42f92e0c\", \"95609218-7711-4e16-8eb9-f8cecf0d60b6\", \"f2a75773-6394-4acc-90ac-21c1739bcb10\"], \"total_duration\": 739.0, \"total_sessions\": 3, \"mean_week_duration\": 8.694}, \"1126\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-20 03:59:44.000000+00:00\", \"2021-09-24 02:03:52.000000+00:00\", \"2020-07-29 07:26:07.000000+00:00\"], \"session_ids\": [\"6bc527b3-2531-47e3-a112-c185b790b3f5\", \"670c0184-75a4-474c-9fec-9fa3aa4df764\", \"f48ca937-7969-4bd0-a666-57a3ec131ed2\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.733}, \"14202\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-04-17 23:19:44.000000+00:00\", \"2023-01-28 18:08:23.000000+00:00\"], \"session_ids\": [\"bcc2a454-cd19-4b07-b0a8-3e8da8b62b5f\", \"b4bdb5d2-a9b0-4645-af5e-9f0193a5058b\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 20.417}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 0"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[0, 32]]}}}\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"
}
] |
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