conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 11"
},
{
"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{\"4011\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-10 03:40:16.000000+00:00\", \"2019-10-28 18:03:52.000000+00:00\", \"2020-06-11 23:44:49.000000+00:00\", \"2020-04-16 04:17:13.000000+00:00\"], \"session_ids\": [\"c41f244e-cf2d-432c-822f-d20c99fed071\", \"572f316b-8ed8-4ba2-9297-3e6d07095247\", \"9f930043-43e9-4ec4-8dde-07124cffde4b\", \"9a893222-3f20-44ee-96ec-3b92e3757429\"], \"total_duration\": 1073.0, \"total_sessions\": 4, \"mean_week_duration\": 10.949}, \"32376\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-20 02:01:45.000000+00:00\", \"2023-04-20 16:48:34.000000+00:00\"], \"session_ids\": [\"e75aaf56-e51f-4364-bc00-1e79344b392e\", \"03269bcd-25c5-45ba-8e6b-5c98da81d438\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 1.16}, \"92293\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-10-17 04:22:18.000000+00:00\", \"2022-02-27 20:42:17.000000+00:00\"], \"session_ids\": [\"81850fd7-b0c8-4b33-b8b9-7286fbc787d7\", \"8e1f6e42-ca06-4e47-9e96-de2db97f5765\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 2.394}, \"68361\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-09 14:44:39.000000+00:00\", \"2021-01-18 02:15:17.000000+00:00\"], \"session_ids\": [\"6b2fa0ae-1441-48fd-834f-81759d3fb808\", \"04ad8b75-f883-487f-9fb0-30ef4b992583\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 2.342}, \"99698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-06-30 17:22:31.000000+00:00\", \"2019-06-12 10:37:59.000000+00:00\"], \"session_ids\": [\"6301c8e8-d8a3-4234-8d89-f68a012e4cd0\", \"16da3179-1004-4dc9-b39f-799e96ed23a4\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 6.709}, \"25445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-16 11:47:48.000000+00:00\", \"2019-08-12 17:51:17.000000+00:00\", \"2020-10-21 09:46:19.000000+00:00\", \"2023-06-02 22:03:54.000000+00:00\"], \"session_ids\": [\"4f5c43e3-85f6-42dc-9f64-3f99bbe54feb\", \"a009e3ba-6d47-4536-9578-d5ea0dc0fa09\", \"aeb7b224-3cd9-4b16-a80f-3738f54b7abf\", \"ebad28c7-f98a-4355-8a68-7bf7424cab77\"], \"total_duration\": 849.0, \"total_sessions\": 4, \"mean_week_duration\": 4.266}, \"16939\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-22 10:01:41.000000+00:00\", \"2019-02-11 08:56:46.000000+00:00\", \"2022-12-02 11:49:21.000000+00:00\", \"2021-09-30 19:14:48.000000+00:00\", \"2020-09-23 23:25:27.000000+00:00\"], \"session_ids\": [\"d103357b-fc5d-434c-89a5-6de71bd5fc6d\", \"75fdee73-b3eb-4716-96c7-10cfc12fc3b7\", \"1036ec20-0515-4631-b8bc-5f6be65a5ea6\", \"f4fc8c67-05d5-420c-89f9-a09c81f0f2e0\", \"5bca0b89-52ae-47e4-99ca-d76b8abe78a2\"], \"total_duration\": 891.0, \"total_sessions\": 5, \"mean_week_duration\": 4.477}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"99698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-06-30 17:22:31.000000+00:00\", \"2019-06-12 10:37:59.000000+00:00\"], \"session_ids\": [\"6301c8e8-d8a3-4234-8d89-f68a012e4cd0\", \"16da3179-1004-4dc9-b39f-799e96ed23a4\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 6.709}}, {\"92293\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-10-17 04:22:18.000000+00:00\", \"2022-02-27 20:42:17.000000+00:00\"], \"session_ids\": [\"81850fd7-b0c8-4b33-b8b9-7286fbc787d7\", \"8e1f6e42-ca06-4e47-9e96-de2db97f5765\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 2.394}}, {\"32376\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-20 02:01:45.000000+00:00\", \"2023-04-20 16:48:34.000000+00:00\"], \"session_ids\": [\"e75aaf56-e51f-4364-bc00-1e79344b392e\", \"03269bcd-25c5-45ba-8e6b-5c98da81d438\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 1.16}}, {\"4011\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-10 03:40:16.000000+00:00\", \"2019-10-28 18:03:52.000000+00:00\", \"2020-06-11 23:44:49.000000+00:00\", \"2020-04-16 04:17:13.000000+00:00\"], \"session_ids\": [\"c41f244e-cf2d-432c-822f-d20c99fed071\", \"572f316b-8ed8-4ba2-9297-3e6d07095247\", \"9f930043-43e9-4ec4-8dde-07124cffde4b\", \"9a893222-3f20-44ee-96ec-3b92e3757429\"], \"total_duration\": 1073.0, \"total_sessions\": 4, \"mean_week_duration\": 10.949}}, {\"68361\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-09 14:44:39.000000+00:00\", \"2021-01-18 02:15:17.000000+00:00\"], \"session_ids\": [\"6b2fa0ae-1441-48fd-834f-81759d3fb808\", \"04ad8b75-f883-487f-9fb0-30ef4b992583\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 2.342}}, {\"25445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-16 11:47:48.000000+00:00\", \"2019-08-12 17:51:17.000000+00:00\", \"2020-10-21 09:46:19.000000+00:00\", \"2023-06-02 22:03:54.000000+00:00\"], \"session_ids\": [\"4f5c43e3-85f6-42dc-9f64-3f99bbe54feb\", \"a009e3ba-6d47-4536-9578-d5ea0dc0fa09\", \"aeb7b224-3cd9-4b16-a80f-3738f54b7abf\", \"ebad28c7-f98a-4355-8a68-7bf7424cab77\"], \"total_duration\": 849.0, \"total_sessions\": 4, \"mean_week_duration\": 4.266}}, {\"16939\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-22 10:01:41.000000+00:00\", \"2019-02-11 08:56:46.000000+00:00\", \"2022-12-02 11:49:21.000000+00:00\", \"2021-09-30 19:14:48.000000+00:00\", \"2020-09-23 23:25:27.000000+00:00\"], \"session_ids\": [\"d103357b-fc5d-434c-89a5-6de71bd5fc6d\", \"75fdee73-b3eb-4716-96c7-10cfc12fc3b7\", \"1036ec20-0515-4631-b8bc-5f6be65a5ea6\", \"f4fc8c67-05d5-420c-89f9-a09c81f0f2e0\", \"5bca0b89-52ae-47e4-99ca-d76b8abe78a2\"], \"total_duration\": 891.0, \"total_sessions\": 5, \"mean_week_duration\": 4.477}}]\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[{\"99698\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-06-30 17:22:31.000000+00:00\", \"2019-06-12 10:37:59.000000+00:00\"], \"session_ids\": [\"6301c8e8-d8a3-4234-8d89-f68a012e4cd0\", \"16da3179-1004-4dc9-b39f-799e96ed23a4\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 6.709}}, {\"92293\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-10-17 04:22:18.000000+00:00\", \"2022-02-27 20:42:17.000000+00:00\"], \"session_ids\": [\"81850fd7-b0c8-4b33-b8b9-7286fbc787d7\", \"8e1f6e42-ca06-4e47-9e96-de2db97f5765\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 2.394}}, {\"32376\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-20 02:01:45.000000+00:00\", \"2023-04-20 16:48:34.000000+00:00\"], \"session_ids\": [\"e75aaf56-e51f-4364-bc00-1e79344b392e\", \"03269bcd-25c5-45ba-8e6b-5c98da81d438\"], \"total_duration\": 232.0, \"total_sessions\": 2, \"mean_week_duration\": 1.16}}, {\"4011\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-10 03:40:16.000000+00:00\", \"2019-10-28 18:03:52.000000+00:00\", \"2020-06-11 23:44:49.000000+00:00\", \"2020-04-16 04:17:13.000000+00:00\"], \"session_ids\": [\"c41f244e-cf2d-432c-822f-d20c99fed071\", \"572f316b-8ed8-4ba2-9297-3e6d07095247\", \"9f930043-43e9-4ec4-8dde-07124cffde4b\", \"9a893222-3f20-44ee-96ec-3b92e3757429\"], \"total_duration\": 1073.0, \"total_sessions\": 4, \"mean_week_duration\": 10.949}}, {\"68361\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-09 14:44:39.000000+00:00\", \"2021-01-18 02:15:17.000000+00:00\"], \"session_ids\": [\"6b2fa0ae-1441-48fd-834f-81759d3fb808\", \"04ad8b75-f883-487f-9fb0-30ef4b992583\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 2.342}}, {\"25445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-16 11:47:48.000000+00:00\", \"2019-08-12 17:51:17.000000+00:00\", \"2020-10-21 09:46:19.000000+00:00\", \"2023-06-02 22:03:54.000000+00:00\"], \"session_ids\": [\"4f5c43e3-85f6-42dc-9f64-3f99bbe54feb\", \"a009e3ba-6d47-4536-9578-d5ea0dc0fa09\", \"aeb7b224-3cd9-4b16-a80f-3738f54b7abf\", \"ebad28c7-f98a-4355-8a68-7bf7424cab77\"], \"total_duration\": 849.0, \"total_sessions\": 4, \"mean_week_duration\": 4.266}}, {\"16939\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-22 10:01:41.000000+00:00\", \"2019-02-11 08:56:46.000000+00:00\", \"2022-12-02 11:49:21.000000+00:00\", \"2021-09-30 19:14:48.000000+00:00\", \"2020-09-23 23:25:27.000000+00:00\"], \"session_ids\": [\"d103357b-fc5d-434c-89a5-6de71bd5fc6d\", \"75fdee73-b3eb-4716-96c7-10cfc12fc3b7\", \"1036ec20-0515-4631-b8bc-5f6be65a5ea6\", \"f4fc8c67-05d5-420c-89f9-a09c81f0f2e0\", \"5bca0b89-52ae-47e4-99ca-d76b8abe78a2\"], \"total_duration\": 891.0, \"total_sessions\": 5, \"mean_week_duration\": 4.477}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 6 users with a time using the app that is higher than 642 and lower than 3232 in addition apply sorting by total time using the app from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"7859\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-25 04:40:13.000000+00:00\", \"2021-10-10 02:07:28.000000+00:00\"], \"session_ids\": [\"b565059f-e85c-43c1-a412-be91f302e93f\", \"bec5931d-6319-4c2b-8c6a-504b48d6bc78\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 9.5}, \"41474\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-12-18 14:52:08.000000+00:00\", \"2019-06-26 13:38:42.000000+00:00\", \"2020-12-25 01:40:39.000000+00:00\"], \"session_ids\": [\"b6f5e448-b8e3-4999-aca0-2ce80d338671\", \"91df0bab-cdaf-4d07-a477-93a6ccbf121c\", \"012796dc-ce19-4554-9bc7-9fc3c505269f\"], \"total_duration\": 294.0, \"total_sessions\": 3, \"mean_week_duration\": 1.615}, \"85695\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-17 11:00:52.000000+00:00\", \"2022-06-04 02:57:15.000000+00:00\"], \"session_ids\": [\"1cc2eeb2-cd11-4e26-96cb-a9fd3547b551\", \"1a14f274-1a78-4f5d-b6b8-e105e59be0dd\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 2.129}, \"45375\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-06-14 15:16:11.000000+00:00\", \"2020-12-08 11:48:47.000000+00:00\", \"2020-01-25 16:08:50.000000+00:00\", \"2019-12-03 13:35:55.000000+00:00\", \"2019-02-14 12:13:23.000000+00:00\"], \"session_ids\": [\"685fb462-37e9-4e20-b42d-aa8fdf54c5f3\", \"82012eed-09f1-4b7a-b91a-48c3ede0dca4\", \"b35e71ca-57e1-4373-bfa9-b087665012cb\", \"f840c2b2-3d72-4536-b07e-e623ec732b13\", \"5ad03944-9d8a-4df7-b302-a5215f305dde\"], \"total_duration\": 92.0, \"total_sessions\": 5, \"mean_week_duration\": 0.754}, \"43099\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-04 19:14:01.000000+00:00\", \"2023-06-07 19:27:12.000000+00:00\"], \"session_ids\": [\"a48e9a79-962c-4d92-a8d2-b07f727398c7\", \"e828163c-cd5c-4adb-baf6-9efa2bd882f5\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.684}, \"53742\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-04-06 17:25:00.000000+00:00\", \"2020-04-07 22:40:11.000000+00:00\", \"2019-10-01 20:12:03.000000+00:00\", \"2021-06-22 06:22:17.000000+00:00\"], \"session_ids\": [\"b256dc5d-c361-496f-8e2e-75778059abff\", \"7fb7aeb1-fb26-45f0-847b-220e0c0e2ec9\", \"c162c50c-7ce3-4ac5-8ad2-92bb8bcc66f3\", \"18c0762f-47bb-4b0d-9c5e-673b05695389\"], \"total_duration\": 193.0, \"total_sessions\": 4, \"mean_week_duration\": 1.049}, \"75621\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-13 18:18:49.000000+00:00\", \"2022-02-04 12:32:18.000000+00:00\"], \"session_ids\": [\"b53e825d-a7e8-41b3-b5ce-ed37d28e3887\", \"68af0b8a-a06a-4f01-b677-eb3e8bd93d21\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 5.688}, \"78729\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-05 22:56:18.000000+00:00\", \"2019-07-11 18:59:40.000000+00:00\", \"2021-06-06 10:46:13.000000+00:00\"], \"session_ids\": [\"4901b332-c07f-4de5-87b8-5299a1edfe31\", \"7bb5b465-fa24-4dd1-bd3d-491fd47517a6\", \"3ec70398-ca36-4fca-9cb3-892eb0c8938f\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.105}, \"27585\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-05-05 00:05:32.000000+00:00\", \"2019-02-19 18:38:43.000000+00:00\"], \"session_ids\": [\"acd6a0a8-2693-4dc8-9244-97d07d5044c1\", \"4c72e94a-b1db-4449-8c0c-fcb4bcf197c7\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.255}, \"11290\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-01-12 09:59:12.000000+00:00\", \"2022-02-28 18:29:15.000000+00:00\", \"2019-08-27 09:11:32.000000+00:00\"], \"session_ids\": [\"11e2b707-2dbe-4384-b41a-47f7793b1537\", \"15dc60f7-f4be-4a8e-9597-32cf7829e64d\", \"a782680d-a622-4470-8217-46e7bf5b7e4a\"], \"total_duration\": 338.0, \"total_sessions\": 3, \"mean_week_duration\": 2.061}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 642 and are equal or less than 3232"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[642, 3232]]}}}\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": "Give me details on 7 users whose mean of duration of sessions per week is greater than 19 inclusively plus implement sorting by sum of sessions from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"85731\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-02 17:03:40.000000+00:00\", \"2020-11-11 12:43:00.000000+00:00\"], \"session_ids\": [\"f244246b-641a-4739-8044-79bef94575aa\", \"45d4102e-f365-4fd4-9667-810bdb2a388d\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 1.845}, \"86085\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-12-05 01:49:52.000000+00:00\", \"2021-11-12 11:05:00.000000+00:00\", \"2019-12-19 21:12:26.000000+00:00\"], \"session_ids\": [\"5778ddcb-8484-4035-afc0-5ebcc22d09ff\", \"d322b24d-5c78-47af-a54f-1f9defb81a7f\", \"fe4ed4d2-5b94-49f0-a540-bd06c6b0f8ea\"], \"total_duration\": 786.0, \"total_sessions\": 3, \"mean_week_duration\": 7.706}, \"92011\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2020-11-21 20:44:23.000000+00:00\", \"2020-01-05 13:14:41.000000+00:00\"], \"session_ids\": [\"89b77cf7-cb3a-462f-b5c6-5e02cc544113\", \"b1d87721-0db6-400d-8621-48b99cb5f55b\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.674}, \"55312\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-04-05 08:00:40.000000+00:00\", \"2019-03-24 11:09:10.000000+00:00\", \"2020-09-07 21:14:10.000000+00:00\"], \"session_ids\": [\"885c9037-5a98-480e-ad00-d8cf4cc25cc0\", \"036d3e6b-8e54-41a1-8a54-028449c1d926\", \"d62f5714-2c2b-40e0-a738-f9ff910d5997\"], \"total_duration\": 102.0, \"total_sessions\": 3, \"mean_week_duration\": 1.325}, \"15007\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-26 23:49:34.000000+00:00\", \"2020-12-19 10:06:58.000000+00:00\", \"2022-06-16 18:46:34.000000+00:00\", \"2020-04-02 01:12:53.000000+00:00\", \"2019-05-09 13:36:18.000000+00:00\", \"2019-05-29 11:24:15.000000+00:00\", \"2022-01-26 20:14:19.000000+00:00\", \"2021-01-04 15:19:47.000000+00:00\", \"2021-07-08 21:59:10.000000+00:00\", \"2020-10-10 03:24:15.000000+00:00\", \"2020-07-26 15:35:44.000000+00:00\"], \"session_ids\": [\"ff0889da-3d06-4682-9640-0789b054b042\", \"ba8d1960-29cb-44ef-b8cf-834f3a517109\", \"057cb5fa-0f50-4666-9361-519dbfbaeff3\", \"6a6b0c3a-219e-40c1-96ac-9fa0f9a24a8d\", \"dabcd398-b410-43b6-bc09-8934ba3cc636\", \"6d7142e7-aa52-4e4e-b606-8695df49fa7b\", \"0b67b38d-ec0f-4a2e-a643-c3bcb7cd1db5\", \"fff5dafc-2a9d-4e24-aec2-b808d128e1ad\", \"366f8c63-1e33-4441-a4a7-ee981a98c64e\", \"f84231ed-a250-4b20-8ae3-12ddc0d32310\", \"2f2af7e0-df11-46e1-850e-04d34ff442ab\"], \"total_duration\": 1443.0, \"total_sessions\": 11, \"mean_week_duration\": 8.907}, \"38375\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-08 15:12:44.000000+00:00\", \"2019-02-28 13:08:41.000000+00:00\", \"2020-05-23 11:44:23.000000+00:00\", \"2020-04-19 18:33:21.000000+00:00\"], \"session_ids\": [\"0c52fa28-07dc-4698-8619-231d9a7abe74\", \"1f52c15a-e780-4d0f-b470-f4e53d2eaa58\", \"d3eac93d-a801-4b20-9f44-cf8ee7749d6f\", \"97042e70-e5d6-43f3-bb0a-bd106e70650c\"], \"total_duration\": 276.0, \"total_sessions\": 4, \"mean_week_duration\": 4.246}, \"56169\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-28 08:21:43.000000+00:00\", \"2020-04-01 14:45:25.000000+00:00\", \"2020-08-02 02:28:21.000000+00:00\"], \"session_ids\": [\"69081ecf-093e-440a-ad99-b8521a732728\", \"71091445-47ac-4b14-a307-db757e75b0eb\", \"263c5b1b-77df-43e8-a04f-1b5b20750778\"], \"total_duration\": 812.0, \"total_sessions\": 3, \"mean_week_duration\": 10.973}, \"71612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2020-03-05 07:58:16.000000+00:00\", \"2021-09-14 07:26:56.000000+00:00\"], \"session_ids\": [\"dc06d6db-6b61-45e5-b827-e532f3ccb4df\", \"1f8078f7-057a-473f-be74-1efa27770851\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.738}, \"6936\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-05-03 04:18:26.000000+00:00\", \"2022-12-10 15:25:40.000000+00:00\"], \"session_ids\": [\"2f68021b-6a19-4ce3-9c03-c34e0ae461a3\", \"f4340088-cf47-4460-83bf-8e8eb4739ecf\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.762}, \"57280\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-12-23 07:31:24.000000+00:00\", \"2021-10-28 04:31:28.000000+00:00\", \"2022-09-28 01:04:24.000000+00:00\"], \"session_ids\": [\"61c7da20-e5a8-40bf-bf77-44c365a5a09c\", \"62a9d35c-bfba-4873-8ef6-fea169a4c733\", \"1317af58-7ce7-40b7-ac0e-1161938717ec\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 6.5}}\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 19"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[19, 47]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 5 users who are inhabitants of city Reykjavik in addition carry out sorting by town center name in desc order plus show me only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30116\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-07-13 23:50:41.000000+00:00\", \"2019-08-10 06:25:40.000000+00:00\", \"2019-12-09 01:02:33.000000+00:00\", \"2021-03-17 04:26:16.000000+00:00\"], \"session_ids\": [\"60937814-8cb8-4f31-a9c4-6812b68f6e68\", \"8f5f5b5e-98c2-4ddc-af78-b05b1c5c40e4\", \"ad23f7b7-1a66-4524-b449-a4232090690a\", \"d4bfbffd-87b7-4eef-81ea-0257d99abca1\"], \"total_duration\": 464.0, \"total_sessions\": 4, \"mean_week_duration\": 5.524}, \"62178\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-07-12 00:54:34.000000+00:00\", \"2020-11-04 23:18:10.000000+00:00\"], \"session_ids\": [\"512fed16-92d7-4645-be6e-ba9ddf1e79b0\", \"9028ae69-f45d-4a6a-a573-3cd3a71b360b\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.812}, \"57768\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-25 21:57:29.000000+00:00\", \"2022-03-24 04:35:24.000000+00:00\"], \"session_ids\": [\"de701699-d0b1-4434-8713-2b7398ed7687\", \"20699155-5318-493e-99b8-b85cc2794a57\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 3.738}, \"2159\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-03-03 09:47:11.000000+00:00\", \"2023-01-09 05:03:04.000000+00:00\"], \"session_ids\": [\"e855dd2f-9000-4e98-b95d-3ff799079e58\", \"f8db9607-3d48-4644-aef2-93cdf699ba22\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.242}, \"55527\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-04-23 00:05:58.000000+00:00\", \"2021-07-13 03:00:55.000000+00:00\", \"2022-11-17 18:52:43.000000+00:00\", \"2021-10-13 12:36:45.000000+00:00\", \"2021-09-02 01:15:29.000000+00:00\", \"2023-01-27 13:39:42.000000+00:00\", \"2019-09-22 23:49:04.000000+00:00\", \"2022-03-10 15:34:14.000000+00:00\", \"2020-05-22 00:02:33.000000+00:00\", \"2022-07-04 00:31:28.000000+00:00\"], \"session_ids\": [\"229f9d12-fe75-4b53-932a-6aa56bce8a53\", \"d56ab04d-0680-4e1d-9273-2391c7f884a6\", \"588393f0-3703-4511-b6c5-782e4153e0a5\", \"59fe658f-0c78-45e0-b2f4-c3a7dfa90a51\", \"fa410a5a-b9fe-4bf1-bdc4-19e7860d9921\", \"be8e321b-ac3a-4fff-a338-6811cab8c42b\", \"a13ff9ff-db06-4a34-af55-0ee8d7bb10e4\", \"50f99e43-2f65-4c2b-88bf-0627a18d598b\", \"4395869d-8891-4fb1-8e5d-2da2751818d5\", \"3110542a-ea94-48c4-a08a-cd26bade65a8\"], \"total_duration\": 705.0, \"total_sessions\": 10, \"mean_week_duration\": 3.579}, \"97867\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-04 22:26:16.000000+00:00\", \"2022-10-12 10:39:10.000000+00:00\"], \"session_ids\": [\"7f548ddb-abda-4533-84bd-68618f7f472a\", \"c9de7da5-77d3-4ac5-a7c1-656e350bcee4\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.118}, \"88957\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-14 15:42:03.000000+00:00\", \"2019-05-19 18:04:47.000000+00:00\", \"2022-12-28 18:53:56.000000+00:00\"], \"session_ids\": [\"f1a8a9a5-b404-4135-94ba-9498963a6817\", \"ddfa9222-1b61-48c7-a03e-62184acb96cc\", \"f42fa3bc-7f30-4174-b2ad-7ea1e99a580d\"], \"total_duration\": 297.0, \"total_sessions\": 3, \"mean_week_duration\": 1.571}, \"74793\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-17 03:20:53.000000+00:00\", \"2022-12-23 17:00:12.000000+00:00\"], \"session_ids\": [\"4c92bfcd-2547-444a-822c-8d35a6f7c9ae\", \"a2ef1ca0-40fe-4213-8104-dc51ce7f06fb\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 22.125}, \"28477\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-07-09 04:38:48.000000+00:00\", \"2020-07-28 01:18:16.000000+00:00\", \"2022-06-14 01:18:56.000000+00:00\", \"2020-06-04 13:22:07.000000+00:00\"], \"session_ids\": [\"6be413e1-0759-4e46-9610-1182cc25d6d2\", \"58aa95ca-b7d1-4c0a-9334-6d8161ef4208\", \"a7b6d08c-4364-4541-aba6-e8dc033cee51\", \"88fd8269-01d9-40df-a563-ca7a58f4b4b9\"], \"total_duration\": 637.0, \"total_sessions\": 4, \"mean_week_duration\": 5.791}, \"62675\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-09-03 21:23:27.000000+00:00\", \"2021-05-22 18:29:21.000000+00:00\"], \"session_ids\": [\"90704dc6-3ff2-4e8d-b43a-daada8cacf4d\", \"a07c676f-3f81-419f-b0b2-197dcddbba31\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Reykjavik"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Reykjavik\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 2 users with a average of total time spent in the app per week that is above 45 and below 9, exclusively additionaly apply sorting by time using the app per week 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{\"45373\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-22 04:36:12.000000+00:00\", \"2021-09-07 02:43:25.000000+00:00\", \"2022-03-26 03:25:08.000000+00:00\", \"2020-02-23 17:18:24.000000+00:00\"], \"session_ids\": [\"aff87619-bd38-40d2-9885-995cc1014cb4\", \"2c31fde2-8438-470f-a41c-e110ac9e4659\", \"551fa48c-fb02-457e-a12a-4bdd0f971b65\", \"46628069-9999-4568-9685-5158c64face0\"], \"total_duration\": 44.0, \"total_sessions\": 4, \"mean_week_duration\": 0.306}, \"23246\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-06 11:45:25.000000+00:00\", \"2023-05-29 10:15:42.000000+00:00\", \"2023-01-14 23:40:16.000000+00:00\", \"2021-12-26 02:13:35.000000+00:00\", \"2020-01-29 01:22:30.000000+00:00\", \"2022-09-05 09:53:07.000000+00:00\"], \"session_ids\": [\"1cde9754-2009-47e6-9569-59d731713678\", \"8cab1553-7e9f-4294-af3a-cc34bd697079\", \"3357ca83-dfd2-475b-96b9-bd5a691cc6a8\", \"d429e2a4-b03b-4e2e-9975-d499b416c4ad\", \"77e05bbf-a745-4ca9-8bf8-fa9fa89a0385\", \"6d3869a7-d207-4425-b15b-cf0d646bb08a\"], \"total_duration\": 730.0, \"total_sessions\": 6, \"mean_week_duration\": 4.195}, \"8582\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-05-27 15:47:32.000000+00:00\", \"2019-11-22 03:01:59.000000+00:00\", \"2019-09-12 01:04:53.000000+00:00\", \"2021-02-20 12:15:53.000000+00:00\"], \"session_ids\": [\"cc70e1af-be66-4c71-84fb-bd387c517bb0\", \"ceec12a2-342a-4bef-8fae-d2dc5ff859d1\", \"db033b94-9316-4d13-9827-c5a1119aa08d\", \"486650c7-7017-41d3-a363-59758044af8b\"], \"total_duration\": 1267.0, \"total_sessions\": 4, \"mean_week_duration\": 14.236}, \"51922\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-02-28 23:36:34.000000+00:00\", \"2021-02-22 02:27:11.000000+00:00\"], \"session_ids\": [\"59b71a47-eef7-4bc3-a14d-21b302aa2df0\", \"50370ce7-d121-4eb2-94a4-a6d4bc1ecbc9\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 3.868}, \"40992\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-23 17:12:43.000000+00:00\", \"2019-08-31 07:15:07.000000+00:00\"], \"session_ids\": [\"9d4b96b0-a5a4-4ee6-a35f-15b3b0e966a9\", \"32e0bf40-9b44-4818-9097-36b8da9176af\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 3.048}, \"47145\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-26 04:26:02.000000+00:00\", \"2019-08-27 04:50:58.000000+00:00\"], \"session_ids\": [\"02cb80e6-a494-4081-aa27-f363462a0312\", \"5f15346c-0319-40dc-82aa-eb8bf3cf96bc\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 1.63}, \"91010\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-09 01:01:09.000000+00:00\", \"2020-10-23 03:31:38.000000+00:00\", \"2020-10-19 13:16:45.000000+00:00\", \"2019-07-04 06:27:09.000000+00:00\"], \"session_ids\": [\"11afbea7-c41e-4df8-b6e8-0d25c52276e0\", \"e59a5b99-d3ba-4adb-9601-4f26721a0ae6\", \"4180dcc0-d903-45e7-ab05-004e4c4fb415\", \"64150121-a7e3-4df4-9d84-4f1f98b5de62\"], \"total_duration\": 1571.0, \"total_sessions\": 4, \"mean_week_duration\": 17.652}, \"78445\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-06-16 00:00:26.000000+00:00\", \"2022-05-02 09:01:46.000000+00:00\", \"2019-01-25 09:36:18.000000+00:00\", \"2020-07-20 06:55:55.000000+00:00\", \"2023-02-11 00:38:58.000000+00:00\"], \"session_ids\": [\"5e762d28-c20b-4e99-b7b8-06fcb14d6dc8\", \"594a2e37-cbee-4c7c-b967-f4751babc793\", \"008fa1c1-dbe4-4bc7-9964-f0a58dd27db2\", \"25b38644-5d0f-4881-892c-57c0812d3194\", \"31b02f81-680d-4fcf-bf99-0f8740601358\"], \"total_duration\": 1440.0, \"total_sessions\": 5, \"mean_week_duration\": 6.825}, \"82735\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-08 05:04:29.000000+00:00\", \"2021-12-27 07:09:44.000000+00:00\"], \"session_ids\": [\"2a361593-ab32-472a-a764-31ab112c0990\", \"f98b2733-57cb-40ca-a423-59966664bd25\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 2.796}, \"50950\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-30 22:08:32.000000+00:00\", \"2022-06-01 21:33:47.000000+00:00\"], \"session_ids\": [\"5d531425-e442-4886-a8f9-d422ca1449c3\", \"adf21086-a688-4cd8-bd34-3b4291dc10f1\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 0.781}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 9 and are greater than 45"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[9, 45]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"45373\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-22 04:36:12.000000+00:00\", \"2021-09-07 02:43:25.000000+00:00\", \"2022-03-26 03:25:08.000000+00:00\", \"2020-02-23 17:18:24.000000+00:00\"], \"session_ids\": [\"aff87619-bd38-40d2-9885-995cc1014cb4\", \"2c31fde2-8438-470f-a41c-e110ac9e4659\", \"551fa48c-fb02-457e-a12a-4bdd0f971b65\", \"46628069-9999-4568-9685-5158c64face0\"], \"total_duration\": 44.0, \"total_sessions\": 4, \"mean_week_duration\": 0.306}, \"23246\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-06 11:45:25.000000+00:00\", \"2023-05-29 10:15:42.000000+00:00\", \"2023-01-14 23:40:16.000000+00:00\", \"2021-12-26 02:13:35.000000+00:00\", \"2020-01-29 01:22:30.000000+00:00\", \"2022-09-05 09:53:07.000000+00:00\"], \"session_ids\": [\"1cde9754-2009-47e6-9569-59d731713678\", \"8cab1553-7e9f-4294-af3a-cc34bd697079\", \"3357ca83-dfd2-475b-96b9-bd5a691cc6a8\", \"d429e2a4-b03b-4e2e-9975-d499b416c4ad\", \"77e05bbf-a745-4ca9-8bf8-fa9fa89a0385\", \"6d3869a7-d207-4425-b15b-cf0d646bb08a\"], \"total_duration\": 730.0, \"total_sessions\": 6, \"mean_week_duration\": 4.195}, \"51922\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-02-28 23:36:34.000000+00:00\", \"2021-02-22 02:27:11.000000+00:00\"], \"session_ids\": [\"59b71a47-eef7-4bc3-a14d-21b302aa2df0\", \"50370ce7-d121-4eb2-94a4-a6d4bc1ecbc9\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 3.868}, \"40992\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-23 17:12:43.000000+00:00\", \"2019-08-31 07:15:07.000000+00:00\"], \"session_ids\": [\"9d4b96b0-a5a4-4ee6-a35f-15b3b0e966a9\", \"32e0bf40-9b44-4818-9097-36b8da9176af\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 3.048}, \"47145\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-26 04:26:02.000000+00:00\", \"2019-08-27 04:50:58.000000+00:00\"], \"session_ids\": [\"02cb80e6-a494-4081-aa27-f363462a0312\", \"5f15346c-0319-40dc-82aa-eb8bf3cf96bc\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 1.63}, \"78445\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-06-16 00:00:26.000000+00:00\", \"2022-05-02 09:01:46.000000+00:00\", \"2019-01-25 09:36:18.000000+00:00\", \"2020-07-20 06:55:55.000000+00:00\", \"2023-02-11 00:38:58.000000+00:00\"], \"session_ids\": [\"5e762d28-c20b-4e99-b7b8-06fcb14d6dc8\", \"594a2e37-cbee-4c7c-b967-f4751babc793\", \"008fa1c1-dbe4-4bc7-9964-f0a58dd27db2\", \"25b38644-5d0f-4881-892c-57c0812d3194\", \"31b02f81-680d-4fcf-bf99-0f8740601358\"], \"total_duration\": 1440.0, \"total_sessions\": 5, \"mean_week_duration\": 6.825}, \"82735\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-08 05:04:29.000000+00:00\", \"2021-12-27 07:09:44.000000+00:00\"], \"session_ids\": [\"2a361593-ab32-472a-a764-31ab112c0990\", \"f98b2733-57cb-40ca-a423-59966664bd25\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 2.796}, \"50950\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-30 22:08:32.000000+00:00\", \"2022-06-01 21:33:47.000000+00:00\"], \"session_ids\": [\"5d531425-e442-4886-a8f9-d422ca1449c3\", \"adf21086-a688-4cd8-bd34-3b4291dc10f1\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 0.781}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"45373\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-22 04:36:12.000000+00:00\", \"2021-09-07 02:43:25.000000+00:00\", \"2022-03-26 03:25:08.000000+00:00\", \"2020-02-23 17:18:24.000000+00:00\"], \"session_ids\": [\"aff87619-bd38-40d2-9885-995cc1014cb4\", \"2c31fde2-8438-470f-a41c-e110ac9e4659\", \"551fa48c-fb02-457e-a12a-4bdd0f971b65\", \"46628069-9999-4568-9685-5158c64face0\"], \"total_duration\": 44.0, \"total_sessions\": 4, \"mean_week_duration\": 0.306}}, {\"50950\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-30 22:08:32.000000+00:00\", \"2022-06-01 21:33:47.000000+00:00\"], \"session_ids\": [\"5d531425-e442-4886-a8f9-d422ca1449c3\", \"adf21086-a688-4cd8-bd34-3b4291dc10f1\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 0.781}}, {\"47145\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-07-26 04:26:02.000000+00:00\", \"2019-08-27 04:50:58.000000+00:00\"], \"session_ids\": [\"02cb80e6-a494-4081-aa27-f363462a0312\", \"5f15346c-0319-40dc-82aa-eb8bf3cf96bc\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 1.63}}, {\"82735\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-08 05:04:29.000000+00:00\", \"2021-12-27 07:09:44.000000+00:00\"], \"session_ids\": [\"2a361593-ab32-472a-a764-31ab112c0990\", \"f98b2733-57cb-40ca-a423-59966664bd25\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 2.796}}, {\"40992\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-23 17:12:43.000000+00:00\", \"2019-08-31 07:15:07.000000+00:00\"], \"session_ids\": [\"9d4b96b0-a5a4-4ee6-a35f-15b3b0e966a9\", \"32e0bf40-9b44-4818-9097-36b8da9176af\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 3.048}}, {\"51922\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-02-28 23:36:34.000000+00:00\", \"2021-02-22 02:27:11.000000+00:00\"], \"session_ids\": [\"59b71a47-eef7-4bc3-a14d-21b302aa2df0\", \"50370ce7-d121-4eb2-94a4-a6d4bc1ecbc9\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 3.868}}, {\"23246\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-07-06 11:45:25.000000+00:00\", \"2023-05-29 10:15:42.000000+00:00\", \"2023-01-14 23:40:16.000000+00:00\", \"2021-12-26 02:13:35.000000+00:00\", \"2020-01-29 01:22:30.000000+00:00\", \"2022-09-05 09:53:07.000000+00:00\"], \"session_ids\": [\"1cde9754-2009-47e6-9569-59d731713678\", \"8cab1553-7e9f-4294-af3a-cc34bd697079\", \"3357ca83-dfd2-475b-96b9-bd5a691cc6a8\", \"d429e2a4-b03b-4e2e-9975-d499b416c4ad\", \"77e05bbf-a745-4ca9-8bf8-fa9fa89a0385\", \"6d3869a7-d207-4425-b15b-cf0d646bb08a\"], \"total_duration\": 730.0, \"total_sessions\": 6, \"mean_week_duration\": 4.195}}, {\"78445\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-06-16 00:00:26.000000+00:00\", \"2022-05-02 09:01:46.000000+00:00\", \"2019-01-25 09:36:18.000000+00:00\", \"2020-07-20 06:55:55.000000+00:00\", \"2023-02-11 00:38:58.000000+00:00\"], \"session_ids\": [\"5e762d28-c20b-4e99-b7b8-06fcb14d6dc8\", \"594a2e37-cbee-4c7c-b967-f4751babc793\", \"008fa1c1-dbe4-4bc7-9964-f0a58dd27db2\", \"25b38644-5d0f-4881-892c-57c0812d3194\", \"31b02f81-680d-4fcf-bf99-0f8740601358\"], \"total_duration\": 1440.0, \"total_sessions\": 5, \"mean_week_duration\": 6.825}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"45373\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-22 04:36:12.000000+00:00\", \"2021-09-07 02:43:25.000000+00:00\", \"2022-03-26 03:25:08.000000+00:00\", \"2020-02-23 17:18:24.000000+00:00\"], \"session_ids\": [\"aff87619-bd38-40d2-9885-995cc1014cb4\", \"2c31fde2-8438-470f-a41c-e110ac9e4659\", \"551fa48c-fb02-457e-a12a-4bdd0f971b65\", \"46628069-9999-4568-9685-5158c64face0\"], \"total_duration\": 44.0, \"total_sessions\": 4, \"mean_week_duration\": 0.306}}, {\"50950\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-30 22:08:32.000000+00:00\", \"2022-06-01 21:33:47.000000+00:00\"], \"session_ids\": [\"5d531425-e442-4886-a8f9-d422ca1449c3\", \"adf21086-a688-4cd8-bd34-3b4291dc10f1\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 0.781}}]\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[{\"45373\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-22 04:36:12.000000+00:00\", \"2021-09-07 02:43:25.000000+00:00\", \"2022-03-26 03:25:08.000000+00:00\", \"2020-02-23 17:18:24.000000+00:00\"], \"session_ids\": [\"aff87619-bd38-40d2-9885-995cc1014cb4\", \"2c31fde2-8438-470f-a41c-e110ac9e4659\", \"551fa48c-fb02-457e-a12a-4bdd0f971b65\", \"46628069-9999-4568-9685-5158c64face0\"], \"total_duration\": 44.0, \"total_sessions\": 4, \"mean_week_duration\": 0.306}}, {\"50950\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-30 22:08:32.000000+00:00\", \"2022-06-01 21:33:47.000000+00:00\"], \"session_ids\": [\"5d531425-e442-4886-a8f9-d422ca1449c3\", \"adf21086-a688-4cd8-bd34-3b4291dc10f1\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 0.781}}]\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 2 users who have time using the app per week strictly bigger than 23 and smaller than 35 as well as sort by duration summation from the largest to the smallest + display me only 3 records."
}
] |
[
{
"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{\"64041\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-04-09 05:56:09.000000+00:00\", \"2022-08-24 06:04:04.000000+00:00\"], \"session_ids\": [\"7a38f25f-8fa1-4fc4-948a-f79454db7298\", \"04d46f55-b1f2-47f6-a742-a54bf00a5dc2\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 7.8}, \"4644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-05 15:08:46.000000+00:00\", \"2019-08-08 05:42:12.000000+00:00\"], \"session_ids\": [\"0d3544d7-644d-47d8-9c26-705c81b466bd\", \"9860b082-f90c-482a-9464-30bef4ee8025\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 10.889}, \"15886\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-01-08 03:44:14.000000+00:00\", \"2023-01-21 08:18:36.000000+00:00\"], \"session_ids\": [\"c8f95484-90a6-44b7-a758-7b06dbe82587\", \"9f539ae1-01e5-4a41-b626-6635438b14af\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 1.493}, \"91809\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-04 04:55:46.000000+00:00\", \"2020-05-21 04:03:17.000000+00:00\"], \"session_ids\": [\"654dee26-5032-4f12-8906-84904e0e0555\", \"1bdce22e-0a72-4c36-b1a9-d8c93e7c7afd\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 100.0}, \"37001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-26 06:28:08.000000+00:00\", \"2019-03-24 06:35:47.000000+00:00\", \"2023-02-26 04:20:45.000000+00:00\", \"2023-01-28 22:50:33.000000+00:00\"], \"session_ids\": [\"dce76a5c-ad9c-4a59-9718-5947f44eccfb\", \"2f6293e1-0d51-48fa-9ee8-cb82e412c9c9\", \"4c878380-f295-40b5-be52-f3dd250d0109\", \"4df5cc9d-827f-465b-ab98-8106a8269f18\"], \"total_duration\": 618.0, \"total_sessions\": 4, \"mean_week_duration\": 3.015}, \"10978\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-05-23 09:48:43.000000+00:00\", \"2019-12-01 18:35:00.000000+00:00\"], \"session_ids\": [\"5b2d20f9-85ca-455c-a870-4b1de0f667b2\", \"37b8a43a-ae1d-4569-bf0e-1423584a5365\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 8.143}, \"94259\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-03-04 04:30:35.000000+00:00\", \"2020-05-10 17:44:53.000000+00:00\"], \"session_ids\": [\"d99dc59d-7ec0-4b4d-be58-c4aac14c7950\", \"93aff8e0-68c2-4945-9bed-e40ca81a5023\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 3.977}, \"36507\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-28 02:21:13.000000+00:00\", \"2021-09-18 06:02:54.000000+00:00\"], \"session_ids\": [\"7904b1d7-ef9a-4b28-9e0d-f62b1a55bfc5\", \"8310e0c5-42b8-4469-9765-e74ca56d55a5\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.454}, \"59598\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-03-29 04:41:02.000000+00:00\", \"2022-07-31 13:24:14.000000+00:00\", \"2019-09-15 22:35:17.000000+00:00\", \"2022-08-29 00:01:17.000000+00:00\", \"2020-12-10 02:31:34.000000+00:00\", \"2022-04-08 21:42:41.000000+00:00\"], \"session_ids\": [\"94402376-811f-4544-968c-505fc079222e\", \"01e5dd94-70a9-4d6d-ba15-9ed137d8c1b0\", \"95514080-90dc-4441-aa31-496dec7098d3\", \"02b0ab0e-a1f4-4f98-a694-e705ab31d10a\", \"57601a96-b6c2-4a60-9dc5-38c426812df8\", \"75fc9ada-571a-41e3-b426-b6ec3dce8e0e\"], \"total_duration\": 2857.0, \"total_sessions\": 6, \"mean_week_duration\": 18.552}, \"44260\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-02-23 05:15:47.000000+00:00\", \"2020-05-29 03:54:00.000000+00:00\"], \"session_ids\": [\"94161f25-4067-4dca-b4a4-00a34899b1b3\", \"77e4e82e-4dc8-4b56-bcb1-59dfab9daeed\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 1.154}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 23 and are equal or less than 35"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[23, 35]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 5 users whose city isn't San Salvador as well as execute sorting by sum of duration of sessions per week descendingly."
}
] |
[
{
"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{\"38269\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-13 03:48:31.000000+00:00\", \"2021-12-24 10:39:52.000000+00:00\", \"2023-03-21 04:34:55.000000+00:00\"], \"session_ids\": [\"64172041-88fa-4ab7-8d21-3702c493a517\", \"aa4bffc1-c7b8-4f9b-923e-f358754c3997\", \"9069aa19-c843-4dde-b7d1-e51fd0837ad6\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.57}, \"55254\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-26 07:10:35.000000+00:00\", \"2022-06-27 21:14:34.000000+00:00\", \"2021-03-07 22:38:02.000000+00:00\", \"2020-04-03 00:22:05.000000+00:00\", \"2021-08-07 01:19:20.000000+00:00\", \"2021-10-10 07:23:26.000000+00:00\", \"2020-08-03 14:57:54.000000+00:00\"], \"session_ids\": [\"d244c909-6238-4690-b4d7-4e3dcde07dc7\", \"d1d13968-147f-4763-b09a-24d9c1369c81\", \"176e0240-f277-4ad6-ab80-f0e09e1a695b\", \"5288255d-7f96-4270-b4f2-4ee04faf6310\", \"2a549261-0ed1-42ef-912c-31acf4cbe37c\", \"9846263c-db7f-420e-bc0d-a3f7b93cb658\", \"0eea0400-2064-48c2-aa1a-9ea9bae968b1\"], \"total_duration\": 439.0, \"total_sessions\": 7, \"mean_week_duration\": 3.752}, \"72927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-04-25 19:54:15.000000+00:00\", \"2021-08-14 19:00:15.000000+00:00\"], \"session_ids\": [\"466b5d93-70c6-4101-91d4-1f3540524c1d\", \"9f6464cc-7e99-454b-a936-59ddf4f0b87c\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.207}, \"65738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-27 00:41:37.000000+00:00\", \"2019-11-08 00:52:24.000000+00:00\", \"2019-07-13 12:28:08.000000+00:00\", \"2023-01-03 10:43:28.000000+00:00\", \"2021-05-06 10:03:37.000000+00:00\"], \"session_ids\": [\"722d223b-a369-405b-bbc1-840e325976be\", \"ffffcfde-f300-446e-83e6-cc7feb917cda\", \"c39dd91d-ff87-493e-a762-654311e00fd1\", \"9c185476-e47a-4557-aab5-7ea850d45f78\", \"39146610-fdc3-436f-8ce1-acd3cbe624f3\"], \"total_duration\": 3183.0, \"total_sessions\": 5, \"mean_week_duration\": 15.377}, \"62129\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-03-18 00:37:21.000000+00:00\", \"2021-01-18 05:57:27.000000+00:00\", \"2020-10-26 15:03:48.000000+00:00\", \"2021-11-21 01:05:38.000000+00:00\", \"2022-07-05 02:48:17.000000+00:00\", \"2019-03-09 07:59:50.000000+00:00\", \"2021-12-10 13:40:37.000000+00:00\", \"2020-07-03 11:10:32.000000+00:00\", \"2021-02-03 16:14:02.000000+00:00\"], \"session_ids\": [\"899ef548-6cd6-422e-95d8-3281c4ff390b\", \"f9b4d7c2-9f90-42f2-8739-3dfa302e05c5\", \"ef334cc4-485d-4b2b-8b50-032804a349f0\", \"5647af46-9f66-49ca-a4e6-a9ddc6839c1e\", \"cf865c2b-d651-41ff-9f40-82b32e6cf9ba\", \"f531706f-5403-4568-bf62-fb81e9c1e39e\", \"dbc88a41-4f34-46ac-9401-9a91213b406b\", \"b6111d2f-257f-4b3f-a3e0-a32f31f91226\", \"a2843575-8289-4b2b-9908-df3ad14f60fd\"], \"total_duration\": 1149.0, \"total_sessions\": 9, \"mean_week_duration\": 5.471}, \"27530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-16 11:29:55.000000+00:00\", \"2019-11-20 00:53:25.000000+00:00\"], \"session_ids\": [\"26cb95f0-280a-46f1-9259-cb8fff855729\", \"37596f70-35a9-44ba-8429-074c706d2bd2\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 8.111}, \"66583\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-05 05:26:22.000000+00:00\", \"2019-08-02 06:34:08.000000+00:00\"], \"session_ids\": [\"6a28d34f-ee0d-41b7-b025-379e5dd94515\", \"eb87445e-3b48-450f-8f2c-432643809ec8\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 2.506}, \"59775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-06 01:03:00.000000+00:00\", \"2023-06-05 13:49:13.000000+00:00\"], \"session_ids\": [\"fc0455ac-a456-48b4-a6f4-53e977ec6130\", \"c5c3abc0-15d0-42d9-96ac-b85d2744d462\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 2.731}, \"91854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-04 05:04:16.000000+00:00\", \"2022-02-20 21:49:20.000000+00:00\", \"2019-10-14 12:49:39.000000+00:00\", \"2021-06-16 04:48:58.000000+00:00\", \"2020-12-24 09:44:49.000000+00:00\", \"2019-08-12 06:35:56.000000+00:00\", \"2021-04-23 09:59:37.000000+00:00\", \"2022-08-19 22:28:09.000000+00:00\"], \"session_ids\": [\"f0bb9bb2-cb62-4d51-9856-3cb3043ca0d6\", \"3046b8aa-1ee1-4e24-9a82-73492e09bc10\", \"70bb2bed-15cf-4b10-85d7-3b3d6a83d34f\", \"f795b07c-ed09-4a46-b415-175dd45469a9\", \"3fb7d441-8ae4-4a9e-866b-c8d0dae2a21d\", \"085782b8-aecd-428f-83e3-0d53be285fcc\", \"e40b0752-1888-498f-9cb7-a4aa8d6a4c1f\", \"9cd04364-d748-4186-aca7-58b28e31db1f\"], \"total_duration\": 11414.0, \"total_sessions\": 8, \"mean_week_duration\": 72.241}, \"16850\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-05-31 11:46:46.000000+00:00\", \"2022-10-07 10:37:32.000000+00:00\", \"2022-04-15 12:42:35.000000+00:00\", \"2022-12-24 13:46:07.000000+00:00\"], \"session_ids\": [\"970b524a-6bca-4a27-b280-fad884dc5a0e\", \"ab924846-9082-4b3f-9ef2-44a43e9d4045\", \"6cbe9dca-f13d-4709-93a6-671a75b3bf3a\", \"bf72605a-89cc-4e80-b399-02c50992326d\"], \"total_duration\": 1647.0, \"total_sessions\": 4, \"mean_week_duration\": 44.514}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not San Salvador"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"San Salvador\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38269\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-13 03:48:31.000000+00:00\", \"2021-12-24 10:39:52.000000+00:00\", \"2023-03-21 04:34:55.000000+00:00\"], \"session_ids\": [\"64172041-88fa-4ab7-8d21-3702c493a517\", \"aa4bffc1-c7b8-4f9b-923e-f358754c3997\", \"9069aa19-c843-4dde-b7d1-e51fd0837ad6\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.57}, \"55254\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-26 07:10:35.000000+00:00\", \"2022-06-27 21:14:34.000000+00:00\", \"2021-03-07 22:38:02.000000+00:00\", \"2020-04-03 00:22:05.000000+00:00\", \"2021-08-07 01:19:20.000000+00:00\", \"2021-10-10 07:23:26.000000+00:00\", \"2020-08-03 14:57:54.000000+00:00\"], \"session_ids\": [\"d244c909-6238-4690-b4d7-4e3dcde07dc7\", \"d1d13968-147f-4763-b09a-24d9c1369c81\", \"176e0240-f277-4ad6-ab80-f0e09e1a695b\", \"5288255d-7f96-4270-b4f2-4ee04faf6310\", \"2a549261-0ed1-42ef-912c-31acf4cbe37c\", \"9846263c-db7f-420e-bc0d-a3f7b93cb658\", \"0eea0400-2064-48c2-aa1a-9ea9bae968b1\"], \"total_duration\": 439.0, \"total_sessions\": 7, \"mean_week_duration\": 3.752}, \"72927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-04-25 19:54:15.000000+00:00\", \"2021-08-14 19:00:15.000000+00:00\"], \"session_ids\": [\"466b5d93-70c6-4101-91d4-1f3540524c1d\", \"9f6464cc-7e99-454b-a936-59ddf4f0b87c\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.207}, \"65738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-27 00:41:37.000000+00:00\", \"2019-11-08 00:52:24.000000+00:00\", \"2019-07-13 12:28:08.000000+00:00\", \"2023-01-03 10:43:28.000000+00:00\", \"2021-05-06 10:03:37.000000+00:00\"], \"session_ids\": [\"722d223b-a369-405b-bbc1-840e325976be\", \"ffffcfde-f300-446e-83e6-cc7feb917cda\", \"c39dd91d-ff87-493e-a762-654311e00fd1\", \"9c185476-e47a-4557-aab5-7ea850d45f78\", \"39146610-fdc3-436f-8ce1-acd3cbe624f3\"], \"total_duration\": 3183.0, \"total_sessions\": 5, \"mean_week_duration\": 15.377}, \"62129\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-03-18 00:37:21.000000+00:00\", \"2021-01-18 05:57:27.000000+00:00\", \"2020-10-26 15:03:48.000000+00:00\", \"2021-11-21 01:05:38.000000+00:00\", \"2022-07-05 02:48:17.000000+00:00\", \"2019-03-09 07:59:50.000000+00:00\", \"2021-12-10 13:40:37.000000+00:00\", \"2020-07-03 11:10:32.000000+00:00\", \"2021-02-03 16:14:02.000000+00:00\"], \"session_ids\": [\"899ef548-6cd6-422e-95d8-3281c4ff390b\", \"f9b4d7c2-9f90-42f2-8739-3dfa302e05c5\", \"ef334cc4-485d-4b2b-8b50-032804a349f0\", \"5647af46-9f66-49ca-a4e6-a9ddc6839c1e\", \"cf865c2b-d651-41ff-9f40-82b32e6cf9ba\", \"f531706f-5403-4568-bf62-fb81e9c1e39e\", \"dbc88a41-4f34-46ac-9401-9a91213b406b\", \"b6111d2f-257f-4b3f-a3e0-a32f31f91226\", \"a2843575-8289-4b2b-9908-df3ad14f60fd\"], \"total_duration\": 1149.0, \"total_sessions\": 9, \"mean_week_duration\": 5.471}, \"27530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-16 11:29:55.000000+00:00\", \"2019-11-20 00:53:25.000000+00:00\"], \"session_ids\": [\"26cb95f0-280a-46f1-9259-cb8fff855729\", \"37596f70-35a9-44ba-8429-074c706d2bd2\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 8.111}, \"66583\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-05 05:26:22.000000+00:00\", \"2019-08-02 06:34:08.000000+00:00\"], \"session_ids\": [\"6a28d34f-ee0d-41b7-b025-379e5dd94515\", \"eb87445e-3b48-450f-8f2c-432643809ec8\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 2.506}, \"59775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-06 01:03:00.000000+00:00\", \"2023-06-05 13:49:13.000000+00:00\"], \"session_ids\": [\"fc0455ac-a456-48b4-a6f4-53e977ec6130\", \"c5c3abc0-15d0-42d9-96ac-b85d2744d462\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 2.731}, \"91854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-04 05:04:16.000000+00:00\", \"2022-02-20 21:49:20.000000+00:00\", \"2019-10-14 12:49:39.000000+00:00\", \"2021-06-16 04:48:58.000000+00:00\", \"2020-12-24 09:44:49.000000+00:00\", \"2019-08-12 06:35:56.000000+00:00\", \"2021-04-23 09:59:37.000000+00:00\", \"2022-08-19 22:28:09.000000+00:00\"], \"session_ids\": [\"f0bb9bb2-cb62-4d51-9856-3cb3043ca0d6\", \"3046b8aa-1ee1-4e24-9a82-73492e09bc10\", \"70bb2bed-15cf-4b10-85d7-3b3d6a83d34f\", \"f795b07c-ed09-4a46-b415-175dd45469a9\", \"3fb7d441-8ae4-4a9e-866b-c8d0dae2a21d\", \"085782b8-aecd-428f-83e3-0d53be285fcc\", \"e40b0752-1888-498f-9cb7-a4aa8d6a4c1f\", \"9cd04364-d748-4186-aca7-58b28e31db1f\"], \"total_duration\": 11414.0, \"total_sessions\": 8, \"mean_week_duration\": 72.241}, \"16850\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-05-31 11:46:46.000000+00:00\", \"2022-10-07 10:37:32.000000+00:00\", \"2022-04-15 12:42:35.000000+00:00\", \"2022-12-24 13:46:07.000000+00:00\"], \"session_ids\": [\"970b524a-6bca-4a27-b280-fad884dc5a0e\", \"ab924846-9082-4b3f-9ef2-44a43e9d4045\", \"6cbe9dca-f13d-4709-93a6-671a75b3bf3a\", \"bf72605a-89cc-4e80-b399-02c50992326d\"], \"total_duration\": 1647.0, \"total_sessions\": 4, \"mean_week_duration\": 44.514}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"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[{\"91854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-04 05:04:16.000000+00:00\", \"2022-02-20 21:49:20.000000+00:00\", \"2019-10-14 12:49:39.000000+00:00\", \"2021-06-16 04:48:58.000000+00:00\", \"2020-12-24 09:44:49.000000+00:00\", \"2019-08-12 06:35:56.000000+00:00\", \"2021-04-23 09:59:37.000000+00:00\", \"2022-08-19 22:28:09.000000+00:00\"], \"session_ids\": [\"f0bb9bb2-cb62-4d51-9856-3cb3043ca0d6\", \"3046b8aa-1ee1-4e24-9a82-73492e09bc10\", \"70bb2bed-15cf-4b10-85d7-3b3d6a83d34f\", \"f795b07c-ed09-4a46-b415-175dd45469a9\", \"3fb7d441-8ae4-4a9e-866b-c8d0dae2a21d\", \"085782b8-aecd-428f-83e3-0d53be285fcc\", \"e40b0752-1888-498f-9cb7-a4aa8d6a4c1f\", \"9cd04364-d748-4186-aca7-58b28e31db1f\"], \"total_duration\": 11414.0, \"total_sessions\": 8, \"mean_week_duration\": 72.241}}, {\"16850\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-05-31 11:46:46.000000+00:00\", \"2022-10-07 10:37:32.000000+00:00\", \"2022-04-15 12:42:35.000000+00:00\", \"2022-12-24 13:46:07.000000+00:00\"], \"session_ids\": [\"970b524a-6bca-4a27-b280-fad884dc5a0e\", \"ab924846-9082-4b3f-9ef2-44a43e9d4045\", \"6cbe9dca-f13d-4709-93a6-671a75b3bf3a\", \"bf72605a-89cc-4e80-b399-02c50992326d\"], \"total_duration\": 1647.0, \"total_sessions\": 4, \"mean_week_duration\": 44.514}}, {\"65738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-27 00:41:37.000000+00:00\", \"2019-11-08 00:52:24.000000+00:00\", \"2019-07-13 12:28:08.000000+00:00\", \"2023-01-03 10:43:28.000000+00:00\", \"2021-05-06 10:03:37.000000+00:00\"], \"session_ids\": [\"722d223b-a369-405b-bbc1-840e325976be\", \"ffffcfde-f300-446e-83e6-cc7feb917cda\", \"c39dd91d-ff87-493e-a762-654311e00fd1\", \"9c185476-e47a-4557-aab5-7ea850d45f78\", \"39146610-fdc3-436f-8ce1-acd3cbe624f3\"], \"total_duration\": 3183.0, \"total_sessions\": 5, \"mean_week_duration\": 15.377}}, {\"27530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-16 11:29:55.000000+00:00\", \"2019-11-20 00:53:25.000000+00:00\"], \"session_ids\": [\"26cb95f0-280a-46f1-9259-cb8fff855729\", \"37596f70-35a9-44ba-8429-074c706d2bd2\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 8.111}}, {\"62129\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-03-18 00:37:21.000000+00:00\", \"2021-01-18 05:57:27.000000+00:00\", \"2020-10-26 15:03:48.000000+00:00\", \"2021-11-21 01:05:38.000000+00:00\", \"2022-07-05 02:48:17.000000+00:00\", \"2019-03-09 07:59:50.000000+00:00\", \"2021-12-10 13:40:37.000000+00:00\", \"2020-07-03 11:10:32.000000+00:00\", \"2021-02-03 16:14:02.000000+00:00\"], \"session_ids\": [\"899ef548-6cd6-422e-95d8-3281c4ff390b\", \"f9b4d7c2-9f90-42f2-8739-3dfa302e05c5\", \"ef334cc4-485d-4b2b-8b50-032804a349f0\", \"5647af46-9f66-49ca-a4e6-a9ddc6839c1e\", \"cf865c2b-d651-41ff-9f40-82b32e6cf9ba\", \"f531706f-5403-4568-bf62-fb81e9c1e39e\", \"dbc88a41-4f34-46ac-9401-9a91213b406b\", \"b6111d2f-257f-4b3f-a3e0-a32f31f91226\", \"a2843575-8289-4b2b-9908-df3ad14f60fd\"], \"total_duration\": 1149.0, \"total_sessions\": 9, \"mean_week_duration\": 5.471}}, {\"55254\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-26 07:10:35.000000+00:00\", \"2022-06-27 21:14:34.000000+00:00\", \"2021-03-07 22:38:02.000000+00:00\", \"2020-04-03 00:22:05.000000+00:00\", \"2021-08-07 01:19:20.000000+00:00\", \"2021-10-10 07:23:26.000000+00:00\", \"2020-08-03 14:57:54.000000+00:00\"], \"session_ids\": [\"d244c909-6238-4690-b4d7-4e3dcde07dc7\", \"d1d13968-147f-4763-b09a-24d9c1369c81\", \"176e0240-f277-4ad6-ab80-f0e09e1a695b\", \"5288255d-7f96-4270-b4f2-4ee04faf6310\", \"2a549261-0ed1-42ef-912c-31acf4cbe37c\", \"9846263c-db7f-420e-bc0d-a3f7b93cb658\", \"0eea0400-2064-48c2-aa1a-9ea9bae968b1\"], \"total_duration\": 439.0, \"total_sessions\": 7, \"mean_week_duration\": 3.752}}, {\"59775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-06 01:03:00.000000+00:00\", \"2023-06-05 13:49:13.000000+00:00\"], \"session_ids\": [\"fc0455ac-a456-48b4-a6f4-53e977ec6130\", \"c5c3abc0-15d0-42d9-96ac-b85d2744d462\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 2.731}}, {\"66583\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-05 05:26:22.000000+00:00\", \"2019-08-02 06:34:08.000000+00:00\"], \"session_ids\": [\"6a28d34f-ee0d-41b7-b025-379e5dd94515\", \"eb87445e-3b48-450f-8f2c-432643809ec8\"], \"total_duration\": 416.0, \"total_sessions\": 2, \"mean_week_duration\": 2.506}}, {\"38269\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-13 03:48:31.000000+00:00\", \"2021-12-24 10:39:52.000000+00:00\", \"2023-03-21 04:34:55.000000+00:00\"], \"session_ids\": [\"64172041-88fa-4ab7-8d21-3702c493a517\", \"aa4bffc1-c7b8-4f9b-923e-f358754c3997\", \"9069aa19-c843-4dde-b7d1-e51fd0837ad6\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.57}}, {\"72927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-04-25 19:54:15.000000+00:00\", \"2021-08-14 19:00:15.000000+00:00\"], \"session_ids\": [\"466b5d93-70c6-4101-91d4-1f3540524c1d\", \"9f6464cc-7e99-454b-a936-59ddf4f0b87c\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.207}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"91854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-04 05:04:16.000000+00:00\", \"2022-02-20 21:49:20.000000+00:00\", \"2019-10-14 12:49:39.000000+00:00\", \"2021-06-16 04:48:58.000000+00:00\", \"2020-12-24 09:44:49.000000+00:00\", \"2019-08-12 06:35:56.000000+00:00\", \"2021-04-23 09:59:37.000000+00:00\", \"2022-08-19 22:28:09.000000+00:00\"], \"session_ids\": [\"f0bb9bb2-cb62-4d51-9856-3cb3043ca0d6\", \"3046b8aa-1ee1-4e24-9a82-73492e09bc10\", \"70bb2bed-15cf-4b10-85d7-3b3d6a83d34f\", \"f795b07c-ed09-4a46-b415-175dd45469a9\", \"3fb7d441-8ae4-4a9e-866b-c8d0dae2a21d\", \"085782b8-aecd-428f-83e3-0d53be285fcc\", \"e40b0752-1888-498f-9cb7-a4aa8d6a4c1f\", \"9cd04364-d748-4186-aca7-58b28e31db1f\"], \"total_duration\": 11414.0, \"total_sessions\": 8, \"mean_week_duration\": 72.241}}, {\"16850\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-05-31 11:46:46.000000+00:00\", \"2022-10-07 10:37:32.000000+00:00\", \"2022-04-15 12:42:35.000000+00:00\", \"2022-12-24 13:46:07.000000+00:00\"], \"session_ids\": [\"970b524a-6bca-4a27-b280-fad884dc5a0e\", \"ab924846-9082-4b3f-9ef2-44a43e9d4045\", \"6cbe9dca-f13d-4709-93a6-671a75b3bf3a\", \"bf72605a-89cc-4e80-b399-02c50992326d\"], \"total_duration\": 1647.0, \"total_sessions\": 4, \"mean_week_duration\": 44.514}}, {\"65738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-27 00:41:37.000000+00:00\", \"2019-11-08 00:52:24.000000+00:00\", \"2019-07-13 12:28:08.000000+00:00\", \"2023-01-03 10:43:28.000000+00:00\", \"2021-05-06 10:03:37.000000+00:00\"], \"session_ids\": [\"722d223b-a369-405b-bbc1-840e325976be\", \"ffffcfde-f300-446e-83e6-cc7feb917cda\", \"c39dd91d-ff87-493e-a762-654311e00fd1\", \"9c185476-e47a-4557-aab5-7ea850d45f78\", \"39146610-fdc3-436f-8ce1-acd3cbe624f3\"], \"total_duration\": 3183.0, \"total_sessions\": 5, \"mean_week_duration\": 15.377}}, {\"27530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-16 11:29:55.000000+00:00\", \"2019-11-20 00:53:25.000000+00:00\"], \"session_ids\": [\"26cb95f0-280a-46f1-9259-cb8fff855729\", \"37596f70-35a9-44ba-8429-074c706d2bd2\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 8.111}}, {\"62129\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-03-18 00:37:21.000000+00:00\", \"2021-01-18 05:57:27.000000+00:00\", \"2020-10-26 15:03:48.000000+00:00\", \"2021-11-21 01:05:38.000000+00:00\", \"2022-07-05 02:48:17.000000+00:00\", \"2019-03-09 07:59:50.000000+00:00\", \"2021-12-10 13:40:37.000000+00:00\", \"2020-07-03 11:10:32.000000+00:00\", \"2021-02-03 16:14:02.000000+00:00\"], \"session_ids\": [\"899ef548-6cd6-422e-95d8-3281c4ff390b\", \"f9b4d7c2-9f90-42f2-8739-3dfa302e05c5\", \"ef334cc4-485d-4b2b-8b50-032804a349f0\", \"5647af46-9f66-49ca-a4e6-a9ddc6839c1e\", \"cf865c2b-d651-41ff-9f40-82b32e6cf9ba\", \"f531706f-5403-4568-bf62-fb81e9c1e39e\", \"dbc88a41-4f34-46ac-9401-9a91213b406b\", \"b6111d2f-257f-4b3f-a3e0-a32f31f91226\", \"a2843575-8289-4b2b-9908-df3ad14f60fd\"], \"total_duration\": 1149.0, \"total_sessions\": 9, \"mean_week_duration\": 5.471}}]\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[{\"91854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-03-04 05:04:16.000000+00:00\", \"2022-02-20 21:49:20.000000+00:00\", \"2019-10-14 12:49:39.000000+00:00\", \"2021-06-16 04:48:58.000000+00:00\", \"2020-12-24 09:44:49.000000+00:00\", \"2019-08-12 06:35:56.000000+00:00\", \"2021-04-23 09:59:37.000000+00:00\", \"2022-08-19 22:28:09.000000+00:00\"], \"session_ids\": [\"f0bb9bb2-cb62-4d51-9856-3cb3043ca0d6\", \"3046b8aa-1ee1-4e24-9a82-73492e09bc10\", \"70bb2bed-15cf-4b10-85d7-3b3d6a83d34f\", \"f795b07c-ed09-4a46-b415-175dd45469a9\", \"3fb7d441-8ae4-4a9e-866b-c8d0dae2a21d\", \"085782b8-aecd-428f-83e3-0d53be285fcc\", \"e40b0752-1888-498f-9cb7-a4aa8d6a4c1f\", \"9cd04364-d748-4186-aca7-58b28e31db1f\"], \"total_duration\": 11414.0, \"total_sessions\": 8, \"mean_week_duration\": 72.241}}, {\"16850\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 5}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-05-31 11:46:46.000000+00:00\", \"2022-10-07 10:37:32.000000+00:00\", \"2022-04-15 12:42:35.000000+00:00\", \"2022-12-24 13:46:07.000000+00:00\"], \"session_ids\": [\"970b524a-6bca-4a27-b280-fad884dc5a0e\", \"ab924846-9082-4b3f-9ef2-44a43e9d4045\", \"6cbe9dca-f13d-4709-93a6-671a75b3bf3a\", \"bf72605a-89cc-4e80-b399-02c50992326d\"], \"total_duration\": 1647.0, \"total_sessions\": 4, \"mean_week_duration\": 44.514}}, {\"65738\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-27 00:41:37.000000+00:00\", \"2019-11-08 00:52:24.000000+00:00\", \"2019-07-13 12:28:08.000000+00:00\", \"2023-01-03 10:43:28.000000+00:00\", \"2021-05-06 10:03:37.000000+00:00\"], \"session_ids\": [\"722d223b-a369-405b-bbc1-840e325976be\", \"ffffcfde-f300-446e-83e6-cc7feb917cda\", \"c39dd91d-ff87-493e-a762-654311e00fd1\", \"9c185476-e47a-4557-aab5-7ea850d45f78\", \"39146610-fdc3-436f-8ce1-acd3cbe624f3\"], \"total_duration\": 3183.0, \"total_sessions\": 5, \"mean_week_duration\": 15.377}}, {\"27530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-03-16 11:29:55.000000+00:00\", \"2019-11-20 00:53:25.000000+00:00\"], \"session_ids\": [\"26cb95f0-280a-46f1-9259-cb8fff855729\", \"37596f70-35a9-44ba-8429-074c706d2bd2\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 8.111}}, {\"62129\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2023-03-18 00:37:21.000000+00:00\", \"2021-01-18 05:57:27.000000+00:00\", \"2020-10-26 15:03:48.000000+00:00\", \"2021-11-21 01:05:38.000000+00:00\", \"2022-07-05 02:48:17.000000+00:00\", \"2019-03-09 07:59:50.000000+00:00\", \"2021-12-10 13:40:37.000000+00:00\", \"2020-07-03 11:10:32.000000+00:00\", \"2021-02-03 16:14:02.000000+00:00\"], \"session_ids\": [\"899ef548-6cd6-422e-95d8-3281c4ff390b\", \"f9b4d7c2-9f90-42f2-8739-3dfa302e05c5\", \"ef334cc4-485d-4b2b-8b50-032804a349f0\", \"5647af46-9f66-49ca-a4e6-a9ddc6839c1e\", \"cf865c2b-d651-41ff-9f40-82b32e6cf9ba\", \"f531706f-5403-4568-bf62-fb81e9c1e39e\", \"dbc88a41-4f34-46ac-9401-9a91213b406b\", \"b6111d2f-257f-4b3f-a3e0-a32f31f91226\", \"a2843575-8289-4b2b-9908-df3ad14f60fd\"], \"total_duration\": 1149.0, \"total_sessions\": 9, \"mean_week_duration\": 5.471}}]\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 users to me who have sum of duration of sessions per week = 18 additionaly implement sorting by town title in desc order."
}
] |
[
{
"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{\"29252\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-03-21 12:25:27.000000+00:00\", \"2020-07-08 16:40:28.000000+00:00\"], \"session_ids\": [\"b75ba71f-99b3-4ec8-a8ee-95867c4f8b7d\", \"36d7ec40-ce32-4f91-9962-8b7218349cc4\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 0.887}, \"74634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-22 02:12:01.000000+00:00\", \"2021-07-07 23:35:25.000000+00:00\", \"2021-04-21 04:12:21.000000+00:00\", \"2022-11-10 18:37:17.000000+00:00\", \"2021-12-16 10:01:47.000000+00:00\"], \"session_ids\": [\"b777a1a4-7ad1-43c0-9c80-7928e2f0e22b\", \"21ca957b-59f3-43e0-82c4-d390af6daa61\", \"3af11298-fd3a-4587-87cb-85eaf5872ca6\", \"9d2bda96-c510-4d90-9af9-81433bdc163f\", \"10344875-1ad4-4147-823b-1772d13d64e4\"], \"total_duration\": 1853.0, \"total_sessions\": 5, \"mean_week_duration\": 15.314}, \"98202\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-09-29 23:02:00.000000+00:00\", \"2022-06-19 09:03:50.000000+00:00\", \"2020-03-20 09:38:29.000000+00:00\"], \"session_ids\": [\"9571cd48-8b5c-44e9-a503-bf7a755e4af5\", \"3eeacac4-4825-4c4b-be39-d279e15111bd\", \"819c580a-cfef-42cf-aa63-ab4e145939e2\"], \"total_duration\": 229.0, \"total_sessions\": 3, \"mean_week_duration\": 1.613}, \"54611\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-01-17 15:33:55.000000+00:00\", \"2021-04-17 18:41:57.000000+00:00\"], \"session_ids\": [\"451fb26e-a45f-4201-a732-607f8b128a53\", \"bd878f69-bd89-4b05-99f8-6a34eaed4c0b\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 3.489}, \"88564\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-06-21 11:18:56.000000+00:00\", \"2019-02-17 04:17:30.000000+00:00\", \"2022-12-19 06:29:41.000000+00:00\", \"2021-06-27 04:42:10.000000+00:00\"], \"session_ids\": [\"841c0411-8af9-4149-b970-757d6988602a\", \"189555ad-85ab-415e-ae43-7bf2d6f98830\", \"d8960545-8cca-4111-8cc2-a7e6e10cd4fd\", \"b89c9aac-51b9-499e-ba80-f12fefe74e73\"], \"total_duration\": 760.0, \"total_sessions\": 4, \"mean_week_duration\": 3.781}, \"50438\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-03 00:17:15.000000+00:00\", \"2020-06-28 21:54:06.000000+00:00\", \"2021-01-19 01:23:22.000000+00:00\"], \"session_ids\": [\"70d9762f-2bca-461a-babd-e4ccb5e56647\", \"89593a01-3d18-4df2-b29a-aaa1d93166b0\", \"0c8a41c9-4739-4a62-80e4-316373b63a72\"], \"total_duration\": 422.0, \"total_sessions\": 3, \"mean_week_duration\": 5.342}, \"90259\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-05-04 17:07:34.000000+00:00\", \"2020-07-11 06:46:01.000000+00:00\"], \"session_ids\": [\"1ab6188d-db62-4bc4-b291-8a02d9f97019\", \"a511f766-9da0-49a4-ac66-e97cdfdcc22f\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 17.3}, \"5630\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-06-28 06:11:15.000000+00:00\", \"2021-03-03 01:59:53.000000+00:00\"], \"session_ids\": [\"47b10f10-6034-4808-9cea-92fc43255a06\", \"4fd13333-20c1-45ab-aa28-888033a88a93\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 7.072}, \"88334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-26 02:35:34.000000+00:00\", \"2021-01-09 15:45:28.000000+00:00\"], \"session_ids\": [\"73bc720c-9d4e-4ca2-b2ba-53dedbe4df3f\", \"ea2e2938-6093-4a11-8330-76b5c1b4bf52\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 3.254}, \"98577\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-12-25 22:55:56.000000+00:00\", \"2020-02-18 06:47:36.000000+00:00\"], \"session_ids\": [\"07f9d145-d117-48da-ac7a-43225672f343\", \"98f51de5-3c75-452d-9a7d-771af1478c0e\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 2.489}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are 18"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[18, 48]]}}}\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": "Display to me 6 users pieces of information whose average_week_duration is same as 9 as well as put to use sorting by average_week_duration in ascending order also get rid of all entries, except 3."
}
] |
[
{
"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{\"9863\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-12-24 08:39:30.000000+00:00\", \"2021-03-03 12:14:29.000000+00:00\", \"2020-04-14 07:17:04.000000+00:00\", \"2020-08-23 20:34:51.000000+00:00\", \"2020-07-07 03:18:55.000000+00:00\", \"2019-01-12 19:31:33.000000+00:00\", \"2019-07-25 07:27:17.000000+00:00\", \"2019-02-02 02:57:39.000000+00:00\"], \"session_ids\": [\"36889a9f-3b44-41b4-b40a-ec6a078b06a3\", \"6e91732c-7ed6-45d6-8aa6-62d56cb7e64d\", \"a581dca3-cccd-43ad-9ea7-7bb5b57f9ee0\", \"dfa3b139-6ddc-4bef-a92c-0c4d2723dcce\", \"cc3bdce7-c5a3-4bd2-b1ba-c9cb524eeda3\", \"0e4152a0-800b-4e9a-b122-c799dfe1a95a\", \"cedcdf97-e5f0-498e-9650-7ae1b2160300\", \"49ca3177-a9d8-437c-889f-438e16e8e984\"], \"total_duration\": 757.0, \"total_sessions\": 8, \"mean_week_duration\": 3.675}, \"23415\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-04-08 11:51:45.000000+00:00\", \"2021-05-21 17:15:06.000000+00:00\"], \"session_ids\": [\"58adcf19-6f76-4794-af1b-52fd05f04b2d\", \"cf104af3-1e32-4d1a-9c83-25edadb0edcf\"], \"total_duration\": 380.0, \"total_sessions\": 2, \"mean_week_duration\": 8.261}, \"81441\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-31 17:53:45.000000+00:00\", \"2023-01-25 08:55:18.000000+00:00\"], \"session_ids\": [\"8caa655b-2530-4e22-820f-dbb242f4625c\", \"c24571c0-268b-42b0-97ce-e4f680cea5a6\"], \"total_duration\": 365.0, \"total_sessions\": 2, \"mean_week_duration\": 5.615}, \"2947\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-08-14 21:59:08.000000+00:00\", \"2022-09-01 18:33:10.000000+00:00\", \"2021-09-28 06:28:16.000000+00:00\"], \"session_ids\": [\"e08f719d-4478-4ae8-9c3d-6b08799f9aaf\", \"42eabe12-a346-4260-a8e5-4bf7f365fc38\", \"2898efe6-3be8-45c5-98a3-df4e9f5fabb6\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.318}, \"37281\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-07 05:20:58.000000+00:00\", \"2023-06-01 09:21:17.000000+00:00\", \"2022-09-26 14:41:49.000000+00:00\", \"2019-08-20 11:01:28.000000+00:00\", \"2019-06-29 17:52:38.000000+00:00\", \"2020-06-03 14:55:41.000000+00:00\", \"2022-05-08 08:20:47.000000+00:00\"], \"session_ids\": [\"24dbdd9f-522d-4103-8812-00dca15c3f6f\", \"0207ea05-1b0e-4ae6-8811-fe279e5f6a31\", \"6379b128-1230-40b5-b0bf-068f626889cf\", \"cc62822c-a3ca-4d47-94ed-0abb912a45f8\", \"1365589c-5149-442b-9d4c-a8ea0305d1bd\", \"ab9253e6-4ad0-4cf7-83ad-002b180b8f27\", \"56635bdb-1d1f-4b59-b87d-2c1bb75f838c\"], \"total_duration\": 130.0, \"total_sessions\": 7, \"mean_week_duration\": 0.634}, \"98573\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-05-22 05:19:01.000000+00:00\", \"2022-12-26 02:33:08.000000+00:00\", \"2020-02-10 05:42:48.000000+00:00\", \"2020-10-23 18:11:59.000000+00:00\", \"2020-04-30 00:39:23.000000+00:00\", \"2022-04-28 11:37:21.000000+00:00\", \"2020-03-28 20:45:15.000000+00:00\"], \"session_ids\": [\"c2b4f73a-a1ff-41b5-bbc2-ecdfdb6ba1f2\", \"44507428-311c-4e15-8c8d-4411cdc46e0d\", \"b617291e-5898-48e2-9c91-257ba4614f43\", \"f79841f3-9fe3-4e8c-8894-783b822aa93d\", \"52d88abc-187d-4034-a7c2-5d17ff69720a\", \"44f6edc7-8d8a-4ca8-a47f-3917f7289ab1\", \"d1e06b88-a615-4855-8042-f988c06b96e3\"], \"total_duration\": 9266.0, \"total_sessions\": 7, \"mean_week_duration\": 61.773}, \"30011\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-26 09:56:06.000000+00:00\", \"2019-05-23 04:31:40.000000+00:00\"], \"session_ids\": [\"c4c6e863-c075-432b-8e14-5eda2043b792\", \"5d399d9f-bd2c-44e2-b66a-2ffa4dfe07a4\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"75489\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-01-07 12:02:39.000000+00:00\", \"2020-02-20 06:07:16.000000+00:00\"], \"session_ids\": [\"a509e8b0-0d0a-44fb-8090-ee10668af370\", \"dd688a46-de52-4020-b543-f27b3cf7a850\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 2.061}, \"65841\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-08-31 18:51:44.000000+00:00\", \"2021-05-26 22:46:15.000000+00:00\", \"2021-11-16 03:57:30.000000+00:00\", \"2019-04-06 05:57:26.000000+00:00\", \"2019-07-03 07:49:46.000000+00:00\", \"2023-03-01 19:11:54.000000+00:00\", \"2020-10-16 23:28:24.000000+00:00\"], \"session_ids\": [\"49dfefe9-05ea-4d48-9024-b5bccf46997e\", \"cca57021-2925-4445-9bb8-4636aeae7a06\", \"191ed33b-ca48-41bd-8dd1-44f162a63dac\", \"5470fac2-4c55-4e9b-afd2-c28b2e2af2a0\", \"e390e368-645d-422a-9154-faf05995d06c\", \"02c68d6e-9fe1-45b2-9086-4e163b60e42b\", \"2e9ea6b3-ddc0-477b-bab6-bb7174d1485c\"], \"total_duration\": 662.0, \"total_sessions\": 7, \"mean_week_duration\": 3.245}, \"99505\": {\"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\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-01-13 23:24:59.000000+00:00\", \"2020-12-29 19:34:13.000000+00:00\"], \"session_ids\": [\"68fc5235-3ffd-45e7-ac2b-dca292e9057c\", \"24c453d9-0b64-4f08-a465-7c897eeb5834\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 1.24}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[9, 40]]}}}\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": "Display 8 users pieces of information who have app usage time strictly bigger than 1998 plus execute sorting by urban center name form the highest value to the lowest 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{\"7637\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-04-30 00:09:52.000000+00:00\", \"2019-10-30 14:00:56.000000+00:00\", \"2020-06-11 02:49:27.000000+00:00\"], \"session_ids\": [\"b55bc59d-6ece-41c6-a774-12a4193c0ca5\", \"10a78059-3ea8-4746-b30b-35793d17689c\", \"ea89e74a-6fa9-4a15-9892-b0da65e8871c\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 4.625}, \"77016\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-09 17:49:40.000000+00:00\", \"2019-06-19 22:24:39.000000+00:00\"], \"session_ids\": [\"0b444afc-2624-4b42-88fa-83e503d42490\", \"5944cbf7-c6da-4bb3-9f84-72802d24dc78\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.739}, \"64544\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-21 12:31:18.000000+00:00\", \"2022-07-05 00:06:29.000000+00:00\"], \"session_ids\": [\"3be7277d-ea3c-430b-b652-b2227decdb25\", \"e4460c64-64df-4a76-9752-4e3204b83841\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 8.788}, \"24916\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-08-20 17:32:08.000000+00:00\", \"2019-04-03 18:01:06.000000+00:00\", \"2019-07-13 16:15:53.000000+00:00\", \"2023-01-04 15:00:29.000000+00:00\"], \"session_ids\": [\"86f34cbc-000e-43c5-ac2f-3720ffc112de\", \"b8954409-8278-44da-8b3e-a7e83f03e916\", \"333bfc1a-9c74-4ec8-bfb4-5ed82342503a\", \"2e18b099-177b-47fc-9dba-9788edd3d2ab\"], \"total_duration\": 172.0, \"total_sessions\": 4, \"mean_week_duration\": 0.878}, \"3985\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-17 02:09:44.000000+00:00\", \"2019-10-04 14:37:52.000000+00:00\"], \"session_ids\": [\"e6dc6aa2-6926-4fd9-a1bc-830c70437346\", \"50b5835d-e1d2-4f4e-af4d-65bdb5a308dc\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.148}, \"3785\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-05-19 19:43:18.000000+00:00\", \"2019-10-17 08:40:10.000000+00:00\"], \"session_ids\": [\"7d1a9a74-b6b4-4af6-838c-ca87b4d0ce61\", \"3bb9422a-b939-4f35-835a-f8b4b9bfd78f\"], \"total_duration\": 218.0, \"total_sessions\": 2, \"mean_week_duration\": 7.032}, \"86778\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-19 02:21:09.000000+00:00\", \"2019-08-26 20:50:34.000000+00:00\"], \"session_ids\": [\"eba8a4f4-1d4e-4443-bcfd-1680a467ed95\", \"97484af8-17a5-4ea6-889d-96ab434c65e5\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.579}, \"8333\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 8}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-11 09:44:06.000000+00:00\", \"2019-08-18 14:48:48.000000+00:00\"], \"session_ids\": [\"2b187c38-c7a2-4149-8f15-ba73d2a75321\", \"a2526b38-d218-491c-8814-be7d8ab1deac\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 1.6}, \"96972\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-21 17:54:11.000000+00:00\", \"2022-10-07 12:14:19.000000+00:00\"], \"session_ids\": [\"ae07816b-0aef-4ad3-bc9b-6ec3d19350d3\", \"73ad65d1-fe99-4193-8387-6ed8de666932\"], \"total_duration\": 221.0, \"total_sessions\": 2, \"mean_week_duration\": 1.782}, \"30151\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-02-17 16:36:53.000000+00:00\", \"2021-04-08 10:36:40.000000+00:00\"], \"session_ids\": [\"6da1d44b-f50d-446a-a3a3-1b66cf954658\", \"f89cdef2-b90e-4c43-98c5-f3c7756c4d87\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 5.8}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 1998"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[1998, 3934]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding users who are users with smallest value of aver of time using the app per week and carry out sorting by site usage time 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{\"41601\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-07-13 17:15:28.000000+00:00\", \"2023-01-05 16:16:59.000000+00:00\", \"2023-04-03 17:56:38.000000+00:00\", \"2019-05-08 21:18:30.000000+00:00\"], \"session_ids\": [\"c544ab08-ae02-4a2c-b1ec-92d283fc501d\", \"653f72db-90e1-4785-9c72-92ddd2a2d7b6\", \"a6dbe65e-2370-411a-9573-5175c75fb897\", \"5aad5e9c-dbea-430d-9967-85749e849ca5\"], \"total_duration\": 1150.0, \"total_sessions\": 4, \"mean_week_duration\": 5.637}, \"84013\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-05-17 17:46:10.000000+00:00\", \"2023-01-02 17:15:25.000000+00:00\"], \"session_ids\": [\"c168aa92-7ec0-4c8a-93a9-8542eb346a77\", \"26c728a7-af6e-4fb1-af55-bbc0451377a2\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.224}, \"12308\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-25 03:24:56.000000+00:00\", \"2020-02-02 11:38:54.000000+00:00\", \"2019-10-29 00:36:46.000000+00:00\"], \"session_ids\": [\"0ec6f963-283f-4f27-b32e-9498532e45cc\", \"3662fd77-7c52-4c50-9a43-54ad3a539947\", \"184a01a4-264f-48b8-9b3d-49766bff11c8\"], \"total_duration\": 318.0, \"total_sessions\": 3, \"mean_week_duration\": 1.927}, \"56564\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-03 06:39:55.000000+00:00\", \"2021-06-13 11:25:26.000000+00:00\"], \"session_ids\": [\"790505ad-6dba-459e-ac10-053e0649866e\", \"6af898c7-8a22-4f78-a954-783ae959794d\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 14.16}, \"92234\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-12 02:50:37.000000+00:00\", \"2020-10-25 07:47:26.000000+00:00\"], \"session_ids\": [\"2517eb26-3a9e-41a8-86bc-47d3a3c5d78d\", \"af017ef5-9a77-415f-b823-3f826a8b30ba\"], \"total_duration\": 332.0, \"total_sessions\": 2, \"mean_week_duration\": 27.667}, \"23097\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2023-04-23 06:56:30.000000+00:00\", \"2023-05-09 06:33:09.000000+00:00\"], \"session_ids\": [\"c5381d13-4003-4d09-a929-cd3052c64a7a\", \"12ad69b0-34f9-4c02-bb27-e59c8562c0a9\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 27.667}, \"37112\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 9}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-07-30 18:13:11.000000+00:00\", \"2020-01-20 07:27:06.000000+00:00\"], \"session_ids\": [\"fab7a309-943a-43d6-9531-3ce9ce7f0d8d\", \"6c6f5dd2-eab3-46f4-ba38-5f91ecb042e1\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 4.286}, \"54342\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-12-10 13:28:12.000000+00:00\", \"2023-02-22 01:07:48.000000+00:00\"], \"session_ids\": [\"8b752cd6-48ed-4882-be64-cb6b611674dd\", \"3aa0dc7a-8f27-449d-9a2f-2929616f5ff2\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 11.909}, \"40162\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-05-18 10:43:27.000000+00:00\", \"2022-02-17 21:47:23.000000+00:00\", \"2022-07-06 11:57:45.000000+00:00\", \"2021-06-28 05:07:25.000000+00:00\", \"2022-04-06 23:32:31.000000+00:00\", \"2020-07-19 12:36:40.000000+00:00\"], \"session_ids\": [\"462ec9cd-3a36-43f7-bc52-92d47250364c\", \"2c106873-82e6-4be4-a0f6-5f75e865b024\", \"58dd2421-75bd-4cbe-9e08-9c1e3ce266b3\", \"c4eedd3b-d061-4b11-b976-e6acfeb7b010\", \"bf86fe12-51a3-42b7-9103-5d488b388dde\", \"b55eb963-4a5a-46c7-84f6-c1018a305707\"], \"total_duration\": 532.0, \"total_sessions\": 6, \"mean_week_duration\": 4.75}, \"27109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-04 12:11:20.000000+00:00\", \"2021-09-01 20:25:11.000000+00:00\", \"2019-04-17 02:06:39.000000+00:00\", \"2019-07-24 12:27:52.000000+00:00\"], \"session_ids\": [\"5517066b-cb06-41da-8423-7561021e55d6\", \"68240f4f-cf2e-4337-953a-5a6064c6b911\", \"9c672e61-7922-4a80-87cb-a139b9b6c9f3\", \"f5affe2e-eeab-41bd-8354-54a0392d89e6\"], \"total_duration\": 281.0, \"total_sessions\": 4, \"mean_week_duration\": 2.266}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the lowest mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84013\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-05-17 17:46:10.000000+00:00\", \"2023-01-02 17:15:25.000000+00:00\"], \"session_ids\": [\"c168aa92-7ec0-4c8a-93a9-8542eb346a77\", \"26c728a7-af6e-4fb1-af55-bbc0451377a2\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.224}}, {\"12308\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-25 03:24:56.000000+00:00\", \"2020-02-02 11:38:54.000000+00:00\", \"2019-10-29 00:36:46.000000+00:00\"], \"session_ids\": [\"0ec6f963-283f-4f27-b32e-9498532e45cc\", \"3662fd77-7c52-4c50-9a43-54ad3a539947\", \"184a01a4-264f-48b8-9b3d-49766bff11c8\"], \"total_duration\": 318.0, \"total_sessions\": 3, \"mean_week_duration\": 1.927}}, {\"27109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-04 12:11:20.000000+00:00\", \"2021-09-01 20:25:11.000000+00:00\", \"2019-04-17 02:06:39.000000+00:00\", \"2019-07-24 12:27:52.000000+00:00\"], \"session_ids\": [\"5517066b-cb06-41da-8423-7561021e55d6\", \"68240f4f-cf2e-4337-953a-5a6064c6b911\", \"9c672e61-7922-4a80-87cb-a139b9b6c9f3\", \"f5affe2e-eeab-41bd-8354-54a0392d89e6\"], \"total_duration\": 281.0, \"total_sessions\": 4, \"mean_week_duration\": 2.266}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"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[{\"27109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-04 12:11:20.000000+00:00\", \"2021-09-01 20:25:11.000000+00:00\", \"2019-04-17 02:06:39.000000+00:00\", \"2019-07-24 12:27:52.000000+00:00\"], \"session_ids\": [\"5517066b-cb06-41da-8423-7561021e55d6\", \"68240f4f-cf2e-4337-953a-5a6064c6b911\", \"9c672e61-7922-4a80-87cb-a139b9b6c9f3\", \"f5affe2e-eeab-41bd-8354-54a0392d89e6\"], \"total_duration\": 281.0, \"total_sessions\": 4, \"mean_week_duration\": 2.266}}, {\"12308\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-25 03:24:56.000000+00:00\", \"2020-02-02 11:38:54.000000+00:00\", \"2019-10-29 00:36:46.000000+00:00\"], \"session_ids\": [\"0ec6f963-283f-4f27-b32e-9498532e45cc\", \"3662fd77-7c52-4c50-9a43-54ad3a539947\", \"184a01a4-264f-48b8-9b3d-49766bff11c8\"], \"total_duration\": 318.0, \"total_sessions\": 3, \"mean_week_duration\": 1.927}}, {\"84013\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-05-17 17:46:10.000000+00:00\", \"2023-01-02 17:15:25.000000+00:00\"], \"session_ids\": [\"c168aa92-7ec0-4c8a-93a9-8542eb346a77\", \"26c728a7-af6e-4fb1-af55-bbc0451377a2\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.224}}]\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[{\"27109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-04 12:11:20.000000+00:00\", \"2021-09-01 20:25:11.000000+00:00\", \"2019-04-17 02:06:39.000000+00:00\", \"2019-07-24 12:27:52.000000+00:00\"], \"session_ids\": [\"5517066b-cb06-41da-8423-7561021e55d6\", \"68240f4f-cf2e-4337-953a-5a6064c6b911\", \"9c672e61-7922-4a80-87cb-a139b9b6c9f3\", \"f5affe2e-eeab-41bd-8354-54a0392d89e6\"], \"total_duration\": 281.0, \"total_sessions\": 4, \"mean_week_duration\": 2.266}}, {\"12308\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-25 03:24:56.000000+00:00\", \"2020-02-02 11:38:54.000000+00:00\", \"2019-10-29 00:36:46.000000+00:00\"], \"session_ids\": [\"0ec6f963-283f-4f27-b32e-9498532e45cc\", \"3662fd77-7c52-4c50-9a43-54ad3a539947\", \"184a01a4-264f-48b8-9b3d-49766bff11c8\"], \"total_duration\": 318.0, \"total_sessions\": 3, \"mean_week_duration\": 1.927}}, {\"84013\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-05-17 17:46:10.000000+00:00\", \"2023-01-02 17:15:25.000000+00:00\"], \"session_ids\": [\"c168aa92-7ec0-4c8a-93a9-8542eb346a77\", \"26c728a7-af6e-4fb1-af55-bbc0451377a2\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.224}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about 8 users who have total_sessions less than 5 plus put to use sorting by town title from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17320\": {\"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\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-29 01:19:08.000000+00:00\", \"2021-07-04 07:55:43.000000+00:00\"], \"session_ids\": [\"97b5e298-683d-480c-a47f-21c8ce2a034f\", \"7acaa224-65ed-4d83-8865-96c180aa34b8\"], \"total_duration\": 478.0, \"total_sessions\": 2, \"mean_week_duration\": 20.783}, \"23373\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-01 10:40:22.000000+00:00\", \"2019-03-10 08:29:57.000000+00:00\", \"2020-05-08 05:05:09.000000+00:00\", \"2019-10-11 14:24:55.000000+00:00\", \"2022-07-31 16:09:40.000000+00:00\"], \"session_ids\": [\"6e1a2304-1246-4a31-88a3-707ebefa28a6\", \"5933e493-dc29-4c22-8dd0-75600cfcfef3\", \"3b02c5fb-5213-4df8-8f54-720537625bb6\", \"9ba2b664-9751-4ab5-addf-618746170b2f\", \"53c00f0e-4604-4736-b28a-dbbfca5a8c24\"], \"total_duration\": 245.0, \"total_sessions\": 5, \"mean_week_duration\": 1.384}, \"98217\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-22 11:07:34.000000+00:00\", \"2022-07-18 16:28:57.000000+00:00\", \"2022-08-23 11:32:56.000000+00:00\", \"2019-11-24 00:22:14.000000+00:00\", \"2021-12-11 14:34:49.000000+00:00\", \"2019-07-22 00:06:11.000000+00:00\", \"2019-11-19 10:09:38.000000+00:00\", \"2020-04-20 00:41:08.000000+00:00\", \"2022-05-16 02:01:48.000000+00:00\", \"2019-01-02 02:23:04.000000+00:00\"], \"session_ids\": [\"7e5fa841-ce0f-4f31-97bb-b8bcfb646dec\", \"b1b1315b-68f8-42f8-a811-3fb4a250290d\", \"dfc7c7b7-45d6-49b4-a224-25df88136919\", \"a4a69135-d3a5-47e8-b0d4-8a34787a6da2\", \"826ec39c-52f5-49d5-9a91-b325fda30378\", \"b57c2229-a704-4e25-9f80-5b2d86d63db7\", \"dc460392-5a99-4d91-b971-95a735020fad\", \"97fe8c97-8593-41de-898c-7d4e698214dc\", \"2d3be8ae-70a6-4ff9-bc22-25f8bc843054\", \"1e5ae906-d004-4e62-89a8-01ac0ca8ead7\"], \"total_duration\": 107.0, \"total_sessions\": 10, \"mean_week_duration\": 0.563}, \"4043\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-05 23:28:43.000000+00:00\", \"2021-03-22 07:16:49.000000+00:00\"], \"session_ids\": [\"870ec91c-16cb-40a4-9056-8d739544a55f\", \"3fd6a3d0-e931-4f9b-8c99-6dca21257548\"], \"total_duration\": 229.0, \"total_sessions\": 2, \"mean_week_duration\": 3.635}, \"12397\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-17 14:30:35.000000+00:00\", \"2023-01-08 05:44:09.000000+00:00\"], \"session_ids\": [\"a16ed98f-79dd-42f6-bb53-f13ea3dcc3be\", \"4a68550a-e41c-417a-add4-9d5230469a88\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}, \"23019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-18 16:22:45.000000+00:00\", \"2021-06-10 22:44:16.000000+00:00\"], \"session_ids\": [\"815824bc-482f-404a-9357-5faadbbf5ee4\", \"c6f9f03f-469c-487f-939c-cde05060c034\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 7.83}, \"37134\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-23 05:43:05.000000+00:00\", \"2023-04-20 10:13:48.000000+00:00\"], \"session_ids\": [\"fc148fc0-4859-4dba-882c-c3fb9866cb8a\", \"c116f058-6f56-4695-a924-b5675d636c5d\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 2.26}, \"31105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-07 02:31:07.000000+00:00\", \"2019-06-12 21:29:43.000000+00:00\"], \"session_ids\": [\"83bcfc32-eeba-4f31-90ae-9d68c1e11a21\", \"5656a752-1759-4f55-94b5-40d4c1ee2f84\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 26.8}, \"6613\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-31 15:45:15.000000+00:00\", \"2019-05-08 23:17:51.000000+00:00\", \"2020-04-07 01:54:41.000000+00:00\", \"2022-03-16 23:13:28.000000+00:00\", \"2019-03-29 12:36:33.000000+00:00\", \"2023-02-04 18:10:56.000000+00:00\", \"2023-04-08 22:46:38.000000+00:00\", \"2020-10-03 07:44:44.000000+00:00\", \"2021-05-18 18:04:28.000000+00:00\", \"2023-05-08 10:21:05.000000+00:00\", \"2019-05-14 07:36:01.000000+00:00\"], \"session_ids\": [\"646bd34f-1f65-469d-b682-334258608d0c\", \"f5027dbd-f1ed-475d-a730-19c3561cdd32\", \"5e9e7b5c-b91d-46df-8bae-ba6b6ee05954\", \"488c03c7-b171-411c-a3a2-b47ad8e11359\", \"66ee476c-396a-4583-a7e2-e3d040c6fc88\", \"eeef640e-9f1a-461d-a406-1255ab288fca\", \"c72fbef1-12d1-4f12-954d-bc83f1412aa5\", \"d321ff58-dbeb-4ac5-8023-850fd7cdef38\", \"b1440807-e544-4235-8be0-35607c1e12ea\", \"320f6e14-05df-487b-b1fd-645f15a991bd\", \"dc450975-3ca1-49b9-9920-2708ea9eef5f\"], \"total_duration\": 168.0, \"total_sessions\": 11, \"mean_week_duration\": 0.781}, \"50596\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-26 10:12:36.000000+00:00\", \"2020-08-15 12:43:03.000000+00:00\"], \"session_ids\": [\"40e6b9b3-0fa8-4c11-a09d-1aa4a57376dd\", \"6abcfab1-a64c-48ac-a462-cc8220d1c087\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 3.696}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17320\": {\"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\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-29 01:19:08.000000+00:00\", \"2021-07-04 07:55:43.000000+00:00\"], \"session_ids\": [\"97b5e298-683d-480c-a47f-21c8ce2a034f\", \"7acaa224-65ed-4d83-8865-96c180aa34b8\"], \"total_duration\": 478.0, \"total_sessions\": 2, \"mean_week_duration\": 20.783}, \"23373\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-01 10:40:22.000000+00:00\", \"2019-03-10 08:29:57.000000+00:00\", \"2020-05-08 05:05:09.000000+00:00\", \"2019-10-11 14:24:55.000000+00:00\", \"2022-07-31 16:09:40.000000+00:00\"], \"session_ids\": [\"6e1a2304-1246-4a31-88a3-707ebefa28a6\", \"5933e493-dc29-4c22-8dd0-75600cfcfef3\", \"3b02c5fb-5213-4df8-8f54-720537625bb6\", \"9ba2b664-9751-4ab5-addf-618746170b2f\", \"53c00f0e-4604-4736-b28a-dbbfca5a8c24\"], \"total_duration\": 245.0, \"total_sessions\": 5, \"mean_week_duration\": 1.384}, \"4043\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-05 23:28:43.000000+00:00\", \"2021-03-22 07:16:49.000000+00:00\"], \"session_ids\": [\"870ec91c-16cb-40a4-9056-8d739544a55f\", \"3fd6a3d0-e931-4f9b-8c99-6dca21257548\"], \"total_duration\": 229.0, \"total_sessions\": 2, \"mean_week_duration\": 3.635}, \"12397\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-17 14:30:35.000000+00:00\", \"2023-01-08 05:44:09.000000+00:00\"], \"session_ids\": [\"a16ed98f-79dd-42f6-bb53-f13ea3dcc3be\", \"4a68550a-e41c-417a-add4-9d5230469a88\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}, \"23019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-18 16:22:45.000000+00:00\", \"2021-06-10 22:44:16.000000+00:00\"], \"session_ids\": [\"815824bc-482f-404a-9357-5faadbbf5ee4\", \"c6f9f03f-469c-487f-939c-cde05060c034\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 7.83}, \"37134\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-23 05:43:05.000000+00:00\", \"2023-04-20 10:13:48.000000+00:00\"], \"session_ids\": [\"fc148fc0-4859-4dba-882c-c3fb9866cb8a\", \"c116f058-6f56-4695-a924-b5675d636c5d\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 2.26}, \"31105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-07 02:31:07.000000+00:00\", \"2019-06-12 21:29:43.000000+00:00\"], \"session_ids\": [\"83bcfc32-eeba-4f31-90ae-9d68c1e11a21\", \"5656a752-1759-4f55-94b5-40d4c1ee2f84\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 26.8}, \"50596\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-26 10:12:36.000000+00:00\", \"2020-08-15 12:43:03.000000+00:00\"], \"session_ids\": [\"40e6b9b3-0fa8-4c11-a09d-1aa4a57376dd\", \"6abcfab1-a64c-48ac-a462-cc8220d1c087\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 3.696}}\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[{\"50596\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-26 10:12:36.000000+00:00\", \"2020-08-15 12:43:03.000000+00:00\"], \"session_ids\": [\"40e6b9b3-0fa8-4c11-a09d-1aa4a57376dd\", \"6abcfab1-a64c-48ac-a462-cc8220d1c087\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 3.696}}, {\"17320\": {\"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\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-29 01:19:08.000000+00:00\", \"2021-07-04 07:55:43.000000+00:00\"], \"session_ids\": [\"97b5e298-683d-480c-a47f-21c8ce2a034f\", \"7acaa224-65ed-4d83-8865-96c180aa34b8\"], \"total_duration\": 478.0, \"total_sessions\": 2, \"mean_week_duration\": 20.783}}, {\"12397\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-17 14:30:35.000000+00:00\", \"2023-01-08 05:44:09.000000+00:00\"], \"session_ids\": [\"a16ed98f-79dd-42f6-bb53-f13ea3dcc3be\", \"4a68550a-e41c-417a-add4-9d5230469a88\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}}, {\"23373\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-01 10:40:22.000000+00:00\", \"2019-03-10 08:29:57.000000+00:00\", \"2020-05-08 05:05:09.000000+00:00\", \"2019-10-11 14:24:55.000000+00:00\", \"2022-07-31 16:09:40.000000+00:00\"], \"session_ids\": [\"6e1a2304-1246-4a31-88a3-707ebefa28a6\", \"5933e493-dc29-4c22-8dd0-75600cfcfef3\", \"3b02c5fb-5213-4df8-8f54-720537625bb6\", \"9ba2b664-9751-4ab5-addf-618746170b2f\", \"53c00f0e-4604-4736-b28a-dbbfca5a8c24\"], \"total_duration\": 245.0, \"total_sessions\": 5, \"mean_week_duration\": 1.384}}, {\"23019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-18 16:22:45.000000+00:00\", \"2021-06-10 22:44:16.000000+00:00\"], \"session_ids\": [\"815824bc-482f-404a-9357-5faadbbf5ee4\", \"c6f9f03f-469c-487f-939c-cde05060c034\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 7.83}}, {\"4043\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-05 23:28:43.000000+00:00\", \"2021-03-22 07:16:49.000000+00:00\"], \"session_ids\": [\"870ec91c-16cb-40a4-9056-8d739544a55f\", \"3fd6a3d0-e931-4f9b-8c99-6dca21257548\"], \"total_duration\": 229.0, \"total_sessions\": 2, \"mean_week_duration\": 3.635}}, {\"31105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-07 02:31:07.000000+00:00\", \"2019-06-12 21:29:43.000000+00:00\"], \"session_ids\": [\"83bcfc32-eeba-4f31-90ae-9d68c1e11a21\", \"5656a752-1759-4f55-94b5-40d4c1ee2f84\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 26.8}}, {\"37134\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-23 05:43:05.000000+00:00\", \"2023-04-20 10:13:48.000000+00:00\"], \"session_ids\": [\"fc148fc0-4859-4dba-882c-c3fb9866cb8a\", \"c116f058-6f56-4695-a924-b5675d636c5d\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 2.26}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"50596\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-26 10:12:36.000000+00:00\", \"2020-08-15 12:43:03.000000+00:00\"], \"session_ids\": [\"40e6b9b3-0fa8-4c11-a09d-1aa4a57376dd\", \"6abcfab1-a64c-48ac-a462-cc8220d1c087\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 3.696}}, {\"17320\": {\"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\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-29 01:19:08.000000+00:00\", \"2021-07-04 07:55:43.000000+00:00\"], \"session_ids\": [\"97b5e298-683d-480c-a47f-21c8ce2a034f\", \"7acaa224-65ed-4d83-8865-96c180aa34b8\"], \"total_duration\": 478.0, \"total_sessions\": 2, \"mean_week_duration\": 20.783}}, {\"12397\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-17 14:30:35.000000+00:00\", \"2023-01-08 05:44:09.000000+00:00\"], \"session_ids\": [\"a16ed98f-79dd-42f6-bb53-f13ea3dcc3be\", \"4a68550a-e41c-417a-add4-9d5230469a88\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}}, {\"23373\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-01 10:40:22.000000+00:00\", \"2019-03-10 08:29:57.000000+00:00\", \"2020-05-08 05:05:09.000000+00:00\", \"2019-10-11 14:24:55.000000+00:00\", \"2022-07-31 16:09:40.000000+00:00\"], \"session_ids\": [\"6e1a2304-1246-4a31-88a3-707ebefa28a6\", \"5933e493-dc29-4c22-8dd0-75600cfcfef3\", \"3b02c5fb-5213-4df8-8f54-720537625bb6\", \"9ba2b664-9751-4ab5-addf-618746170b2f\", \"53c00f0e-4604-4736-b28a-dbbfca5a8c24\"], \"total_duration\": 245.0, \"total_sessions\": 5, \"mean_week_duration\": 1.384}}, {\"23019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-18 16:22:45.000000+00:00\", \"2021-06-10 22:44:16.000000+00:00\"], \"session_ids\": [\"815824bc-482f-404a-9357-5faadbbf5ee4\", \"c6f9f03f-469c-487f-939c-cde05060c034\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 7.83}}, {\"4043\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-05 23:28:43.000000+00:00\", \"2021-03-22 07:16:49.000000+00:00\"], \"session_ids\": [\"870ec91c-16cb-40a4-9056-8d739544a55f\", \"3fd6a3d0-e931-4f9b-8c99-6dca21257548\"], \"total_duration\": 229.0, \"total_sessions\": 2, \"mean_week_duration\": 3.635}}, {\"31105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-07 02:31:07.000000+00:00\", \"2019-06-12 21:29:43.000000+00:00\"], \"session_ids\": [\"83bcfc32-eeba-4f31-90ae-9d68c1e11a21\", \"5656a752-1759-4f55-94b5-40d4c1ee2f84\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 26.8}}, {\"37134\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-23 05:43:05.000000+00:00\", \"2023-04-20 10:13:48.000000+00:00\"], \"session_ids\": [\"fc148fc0-4859-4dba-882c-c3fb9866cb8a\", \"c116f058-6f56-4695-a924-b5675d636c5d\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 2.26}}]\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[{\"50596\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-26 10:12:36.000000+00:00\", \"2020-08-15 12:43:03.000000+00:00\"], \"session_ids\": [\"40e6b9b3-0fa8-4c11-a09d-1aa4a57376dd\", \"6abcfab1-a64c-48ac-a462-cc8220d1c087\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 3.696}}, {\"17320\": {\"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\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-29 01:19:08.000000+00:00\", \"2021-07-04 07:55:43.000000+00:00\"], \"session_ids\": [\"97b5e298-683d-480c-a47f-21c8ce2a034f\", \"7acaa224-65ed-4d83-8865-96c180aa34b8\"], \"total_duration\": 478.0, \"total_sessions\": 2, \"mean_week_duration\": 20.783}}, {\"12397\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-17 14:30:35.000000+00:00\", \"2023-01-08 05:44:09.000000+00:00\"], \"session_ids\": [\"a16ed98f-79dd-42f6-bb53-f13ea3dcc3be\", \"4a68550a-e41c-417a-add4-9d5230469a88\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}}, {\"23373\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-01 10:40:22.000000+00:00\", \"2019-03-10 08:29:57.000000+00:00\", \"2020-05-08 05:05:09.000000+00:00\", \"2019-10-11 14:24:55.000000+00:00\", \"2022-07-31 16:09:40.000000+00:00\"], \"session_ids\": [\"6e1a2304-1246-4a31-88a3-707ebefa28a6\", \"5933e493-dc29-4c22-8dd0-75600cfcfef3\", \"3b02c5fb-5213-4df8-8f54-720537625bb6\", \"9ba2b664-9751-4ab5-addf-618746170b2f\", \"53c00f0e-4604-4736-b28a-dbbfca5a8c24\"], \"total_duration\": 245.0, \"total_sessions\": 5, \"mean_week_duration\": 1.384}}, {\"23019\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-18 16:22:45.000000+00:00\", \"2021-06-10 22:44:16.000000+00:00\"], \"session_ids\": [\"815824bc-482f-404a-9357-5faadbbf5ee4\", \"c6f9f03f-469c-487f-939c-cde05060c034\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 7.83}}, {\"4043\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-05 23:28:43.000000+00:00\", \"2021-03-22 07:16:49.000000+00:00\"], \"session_ids\": [\"870ec91c-16cb-40a4-9056-8d739544a55f\", \"3fd6a3d0-e931-4f9b-8c99-6dca21257548\"], \"total_duration\": 229.0, \"total_sessions\": 2, \"mean_week_duration\": 3.635}}, {\"31105\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-07 02:31:07.000000+00:00\", \"2019-06-12 21:29:43.000000+00:00\"], \"session_ids\": [\"83bcfc32-eeba-4f31-90ae-9d68c1e11a21\", \"5656a752-1759-4f55-94b5-40d4c1ee2f84\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 26.8}}, {\"37134\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-05-23 05:43:05.000000+00:00\", \"2023-04-20 10:13:48.000000+00:00\"], \"session_ids\": [\"fc148fc0-4859-4dba-882c-c3fb9866cb8a\", \"c116f058-6f56-4695-a924-b5675d636c5d\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 2.26}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display 6 users pieces of information whose city is Tegucigalpa additionaly sort by total time using the app form the highest to the lowest."
}
] |
[
{
"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{\"30174\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-11-26 10:52:51.000000+00:00\", \"2021-08-22 09:04:23.000000+00:00\", \"2023-06-14 22:38:10.000000+00:00\", \"2019-05-19 14:15:25.000000+00:00\", \"2020-04-20 09:17:38.000000+00:00\", \"2021-10-30 17:06:08.000000+00:00\", \"2021-03-15 16:37:18.000000+00:00\"], \"session_ids\": [\"d856f60c-0ff3-4b84-91ec-24f853d588ac\", \"3e8b9261-319f-40ff-b296-b63e01d98493\", \"14dc80be-a0a5-4d9e-952e-d96742cc3341\", \"2cce184b-e17c-4486-b3dd-59927ba9af5c\", \"ac24bc63-db9b-447f-a6c6-1258533c1e17\", \"8f2d5603-cf9c-43e4-acf7-6dcbd1ee0551\", \"59d0e39f-10d8-4711-b67c-2e47d03d660d\"], \"total_duration\": 420.0, \"total_sessions\": 7, \"mean_week_duration\": 1.972}, \"91292\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-04 00:16:42.000000+00:00\", \"2023-05-25 01:16:07.000000+00:00\", \"2020-05-15 16:09:58.000000+00:00\", \"2020-11-30 03:27:32.000000+00:00\", \"2020-03-09 14:58:46.000000+00:00\"], \"session_ids\": [\"591381d7-a6e4-4baf-976e-a2759cbe2926\", \"a71b97bd-cb6b-457e-ba78-5add0b5e4423\", \"ae056978-e690-4e28-863a-fc9ec341468d\", \"034a5e26-f112-4cdd-b9de-cb2bda0d38b3\", \"aff8f81b-e6ee-40fc-b1ec-417ce626be75\"], \"total_duration\": 873.0, \"total_sessions\": 5, \"mean_week_duration\": 5.196}, \"62909\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-19 22:13:26.000000+00:00\", \"2022-06-16 10:56:29.000000+00:00\", \"2019-07-22 00:09:01.000000+00:00\", \"2021-10-03 07:14:59.000000+00:00\", \"2020-12-29 08:51:11.000000+00:00\", \"2021-09-24 18:44:44.000000+00:00\", \"2020-11-07 15:38:28.000000+00:00\", \"2021-05-07 20:20:06.000000+00:00\"], \"session_ids\": [\"037c5d8b-c0a1-4fcb-bc6b-da7ba157b474\", \"cc99fe53-9db1-4473-af68-4d63e689ac94\", \"47a10fb9-df1c-4e15-9d02-eed8364348f2\", \"70eff2bd-28ac-4228-934f-63f2cc35e54f\", \"1e882ed1-fdf1-4847-9107-f2df91790bc3\", \"2f8eddce-44fb-4832-9f80-16673e98c9bb\", \"c3cd9c00-7867-4754-9373-6a90be5b1b4d\", \"695a3ae0-d35c-4c75-bf73-8de998a07118\"], \"total_duration\": 12359.0, \"total_sessions\": 8, \"mean_week_duration\": 74.903}, \"72116\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-11-17 19:26:41.000000+00:00\", \"2021-11-07 22:53:43.000000+00:00\"], \"session_ids\": [\"3f841fce-3f1d-4f29-b7af-4b2d0dfb5e11\", \"c8b3c70c-a032-4bb2-b1b0-410d433272d4\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.222}, \"78709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-20 16:54:00.000000+00:00\", \"2021-12-11 01:04:15.000000+00:00\", \"2020-10-21 12:48:24.000000+00:00\", \"2020-01-06 18:47:13.000000+00:00\", \"2019-10-04 15:22:48.000000+00:00\"], \"session_ids\": [\"947b6985-4894-461b-84e9-a6463072f543\", \"59e39fae-a415-4d3c-80c2-a129dc2fb7c8\", \"25374690-ab1b-4a50-92a8-d5fcb08058ca\", \"50d6c7ff-254c-4c45-9cc1-210366129f50\", \"8e7af91d-14e7-4bd7-b994-2432ff49f82b\"], \"total_duration\": 2399.0, \"total_sessions\": 5, \"mean_week_duration\": 18.454}, \"98569\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-09 07:27:39.000000+00:00\", \"2020-12-09 08:19:54.000000+00:00\"], \"session_ids\": [\"ec7e7305-7aea-4340-8b3d-ee57f8294645\", \"52f2ff89-369c-4d84-a7a7-7b47c3197d54\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.772}, \"68662\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-03 16:40:25.000000+00:00\", \"2023-04-14 04:59:27.000000+00:00\", \"2021-01-24 13:16:45.000000+00:00\"], \"session_ids\": [\"074dff09-cb62-4335-a3ef-2606fef40605\", \"2b2e2cbd-3972-4ba5-b3d0-011044047edb\", \"9f873669-1c6b-44c6-9e89-25bba10b4492\"], \"total_duration\": 236.0, \"total_sessions\": 3, \"mean_week_duration\": 2.034}, \"32994\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-02-25 10:53:44.000000+00:00\", \"2022-01-19 06:49:27.000000+00:00\", \"2023-06-14 15:37:00.000000+00:00\"], \"session_ids\": [\"97b29f98-2b1e-48fd-9fe1-986857c2715e\", \"bfe50613-3615-4a6c-8889-f8e54e03d0a9\", \"211076b2-e495-46ec-985a-af2ebbd24bec\"], \"total_duration\": 97.0, \"total_sessions\": 3, \"mean_week_duration\": 0.431}, \"24321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-12-03 17:17:52.000000+00:00\", \"2023-03-01 00:25:33.000000+00:00\", \"2021-10-07 08:36:12.000000+00:00\"], \"session_ids\": [\"d41d9235-66af-498d-81fd-d72b2999055b\", \"b505119a-4659-4bdc-b66f-e35362dfd011\", \"b6f55596-0721-42e2-b276-5af46cd36e99\"], \"total_duration\": 570.0, \"total_sessions\": 3, \"mean_week_duration\": 7.808}, \"37845\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-11 20:15:29.000000+00:00\", \"2020-02-22 01:18:21.000000+00:00\"], \"session_ids\": [\"c32845f1-a0e3-4487-a65a-723f7fdfaafd\", \"760aca37-74e6-43fb-b158-1f61c46e4576\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 4.15}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Tegucigalpa"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Tegucigalpa\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 6 users whose total duration is strictly bigger than 3063 and strictly smaller than 2318 also carry out sorting by overall quantity of sessions descending and save only 2 records."
}
] |
[
{
"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{\"64206\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-18 07:39:30.000000+00:00\", \"2022-03-31 04:18:58.000000+00:00\"], \"session_ids\": [\"d5ff4112-c441-41e8-8f4c-37dabe0e10aa\", \"7a3eeac7-ba20-44e1-913b-2dde61a0e6bf\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 10.333}, \"65114\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-17 00:29:39.000000+00:00\", \"2019-10-08 08:21:33.000000+00:00\"], \"session_ids\": [\"f779fc2e-d416-4786-9fed-3be7b051d3c7\", \"d43864f9-fd46-4685-b8eb-0f6029905d8b\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.227}, \"7671\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-06 17:29:38.000000+00:00\", \"2022-06-03 18:57:08.000000+00:00\", \"2022-10-12 16:03:10.000000+00:00\", \"2021-04-29 22:16:49.000000+00:00\", \"2021-08-01 17:08:17.000000+00:00\", \"2023-06-20 06:17:24.000000+00:00\", \"2019-05-21 23:27:31.000000+00:00\", \"2021-05-17 18:16:44.000000+00:00\"], \"session_ids\": [\"60af72ac-9654-470c-b8b2-01977e22ec2c\", \"4f121a43-0af7-4749-8efd-d22a7eb31ca8\", \"94489263-049e-41aa-966c-a0064c95005f\", \"696372b8-62db-4cd1-86c1-89e3a3f5c42f\", \"6100c448-c94c-4d4c-8e4a-6d26cc9fb628\", \"72637620-8d86-4a83-a07b-ff93068a907a\", \"f9bb5bfd-03a1-4f6c-bcbe-d25f58b5acbb\", \"ffc1bf6d-5596-49e5-a66f-cb57833abad4\"], \"total_duration\": 95.0, \"total_sessions\": 8, \"mean_week_duration\": 0.446}, \"15084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-12-30 12:47:12.000000+00:00\", \"2022-01-23 18:30:08.000000+00:00\"], \"session_ids\": [\"d7c9459d-91e3-4ec1-88c6-e38a70ef866a\", \"05086e0d-5fb9-4dc9-8fda-aac4b7aae3ed\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 4.213}, \"96498\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-09 06:53:24.000000+00:00\", \"2019-10-24 17:29:54.000000+00:00\"], \"session_ids\": [\"f1cd686f-424f-4e36-9ae5-d394286044be\", \"eaa178b0-645f-408d-b84a-e60e1f758f0f\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.493}, \"85328\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-02-02 11:09:31.000000+00:00\", \"2019-07-24 23:39:12.000000+00:00\", \"2022-05-03 23:26:41.000000+00:00\", \"2022-02-23 02:48:06.000000+00:00\", \"2019-01-15 05:04:20.000000+00:00\", \"2023-04-10 16:32:17.000000+00:00\", \"2019-05-26 18:59:12.000000+00:00\", \"2021-12-01 19:37:43.000000+00:00\", \"2023-03-11 04:54:36.000000+00:00\"], \"session_ids\": [\"8975d0cb-43fc-44f1-a869-1178fbf46118\", \"9185d0d2-b996-48de-a7f2-b9a63bf632bd\", \"c43cd20d-961d-4236-9281-6b52dac94f82\", \"b29d770e-22fb-46ef-a270-84c415d5366d\", \"25b71caa-39db-4bf4-9951-dd59776c7106\", \"348e5c43-a442-4020-b63e-3ba585b7e909\", \"21c63d5e-0d3c-4cfc-b78a-ba79dd3ecfad\", \"607811ac-291a-4c42-a769-999fab2c2dff\", \"d8b6a4a9-8486-4d48-bf92-45cc150dd8af\"], \"total_duration\": 1096.0, \"total_sessions\": 9, \"mean_week_duration\": 4.959}, \"82151\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-27 09:33:32.000000+00:00\", \"2021-07-04 03:04:47.000000+00:00\", \"2022-06-12 16:02:58.000000+00:00\"], \"session_ids\": [\"5c2f18cb-38d1-40d2-afe2-f448e381b776\", \"997297e8-1f19-4be7-94fe-ceef195f8fbc\", \"193d2549-178f-4bbf-a7fb-40930c1f3791\"], \"total_duration\": 23.0, \"total_sessions\": 3, \"mean_week_duration\": 0.469}, \"55520\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-11-23 16:38:27.000000+00:00\", \"2021-09-17 20:59:42.000000+00:00\"], \"session_ids\": [\"0022e8d3-7af0-4d65-8e3c-dd6bca1639c9\", \"b18042d0-a13a-4c35-9ffb-aca3ff1aed48\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 16.7}, \"70036\": {\"keyflows\": {\"Sign In Flow\": 2, \"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\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-05 04:02:01.000000+00:00\", \"2022-02-16 01:26:38.000000+00:00\"], \"session_ids\": [\"48392bd0-ad73-46c8-8394-a444cbbe14f5\", \"8606cbb5-f794-4285-8641-0b127d903f86\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 18.65}, \"15071\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-17 08:28:56.000000+00:00\", \"2022-06-11 17:06:32.000000+00:00\", \"2020-07-15 07:39:06.000000+00:00\", \"2021-09-22 03:26:14.000000+00:00\", \"2019-01-20 04:32:24.000000+00:00\", \"2021-11-25 22:43:31.000000+00:00\", \"2022-09-30 01:02:30.000000+00:00\"], \"session_ids\": [\"1767ddc7-7f0b-432b-beda-fe11e83b7c5a\", \"1f2fe8f8-5001-4307-af92-a3d930af4dfb\", \"ad4d726f-46c7-4259-baf1-ee1e0fc08fc7\", \"11a80276-ceab-499c-967a-809a997287c9\", \"c8bba946-db8f-4dd7-98f3-8adbc0293c0e\", \"470c06ae-8810-44c2-9753-7e100799cb5a\", \"dccc0192-d61e-476a-be11-382131eb6f6c\"], \"total_duration\": 2352.0, \"total_sessions\": 7, \"mean_week_duration\": 12.187}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 2318 and are greater than 3063"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[2318, 3063]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64206\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-18 07:39:30.000000+00:00\", \"2022-03-31 04:18:58.000000+00:00\"], \"session_ids\": [\"d5ff4112-c441-41e8-8f4c-37dabe0e10aa\", \"7a3eeac7-ba20-44e1-913b-2dde61a0e6bf\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 10.333}, \"65114\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-17 00:29:39.000000+00:00\", \"2019-10-08 08:21:33.000000+00:00\"], \"session_ids\": [\"f779fc2e-d416-4786-9fed-3be7b051d3c7\", \"d43864f9-fd46-4685-b8eb-0f6029905d8b\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.227}, \"7671\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-06 17:29:38.000000+00:00\", \"2022-06-03 18:57:08.000000+00:00\", \"2022-10-12 16:03:10.000000+00:00\", \"2021-04-29 22:16:49.000000+00:00\", \"2021-08-01 17:08:17.000000+00:00\", \"2023-06-20 06:17:24.000000+00:00\", \"2019-05-21 23:27:31.000000+00:00\", \"2021-05-17 18:16:44.000000+00:00\"], \"session_ids\": [\"60af72ac-9654-470c-b8b2-01977e22ec2c\", \"4f121a43-0af7-4749-8efd-d22a7eb31ca8\", \"94489263-049e-41aa-966c-a0064c95005f\", \"696372b8-62db-4cd1-86c1-89e3a3f5c42f\", \"6100c448-c94c-4d4c-8e4a-6d26cc9fb628\", \"72637620-8d86-4a83-a07b-ff93068a907a\", \"f9bb5bfd-03a1-4f6c-bcbe-d25f58b5acbb\", \"ffc1bf6d-5596-49e5-a66f-cb57833abad4\"], \"total_duration\": 95.0, \"total_sessions\": 8, \"mean_week_duration\": 0.446}, \"15084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-12-30 12:47:12.000000+00:00\", \"2022-01-23 18:30:08.000000+00:00\"], \"session_ids\": [\"d7c9459d-91e3-4ec1-88c6-e38a70ef866a\", \"05086e0d-5fb9-4dc9-8fda-aac4b7aae3ed\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 4.213}, \"96498\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-09 06:53:24.000000+00:00\", \"2019-10-24 17:29:54.000000+00:00\"], \"session_ids\": [\"f1cd686f-424f-4e36-9ae5-d394286044be\", \"eaa178b0-645f-408d-b84a-e60e1f758f0f\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.493}, \"85328\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-02-02 11:09:31.000000+00:00\", \"2019-07-24 23:39:12.000000+00:00\", \"2022-05-03 23:26:41.000000+00:00\", \"2022-02-23 02:48:06.000000+00:00\", \"2019-01-15 05:04:20.000000+00:00\", \"2023-04-10 16:32:17.000000+00:00\", \"2019-05-26 18:59:12.000000+00:00\", \"2021-12-01 19:37:43.000000+00:00\", \"2023-03-11 04:54:36.000000+00:00\"], \"session_ids\": [\"8975d0cb-43fc-44f1-a869-1178fbf46118\", \"9185d0d2-b996-48de-a7f2-b9a63bf632bd\", \"c43cd20d-961d-4236-9281-6b52dac94f82\", \"b29d770e-22fb-46ef-a270-84c415d5366d\", \"25b71caa-39db-4bf4-9951-dd59776c7106\", \"348e5c43-a442-4020-b63e-3ba585b7e909\", \"21c63d5e-0d3c-4cfc-b78a-ba79dd3ecfad\", \"607811ac-291a-4c42-a769-999fab2c2dff\", \"d8b6a4a9-8486-4d48-bf92-45cc150dd8af\"], \"total_duration\": 1096.0, \"total_sessions\": 9, \"mean_week_duration\": 4.959}, \"82151\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-27 09:33:32.000000+00:00\", \"2021-07-04 03:04:47.000000+00:00\", \"2022-06-12 16:02:58.000000+00:00\"], \"session_ids\": [\"5c2f18cb-38d1-40d2-afe2-f448e381b776\", \"997297e8-1f19-4be7-94fe-ceef195f8fbc\", \"193d2549-178f-4bbf-a7fb-40930c1f3791\"], \"total_duration\": 23.0, \"total_sessions\": 3, \"mean_week_duration\": 0.469}, \"55520\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-11-23 16:38:27.000000+00:00\", \"2021-09-17 20:59:42.000000+00:00\"], \"session_ids\": [\"0022e8d3-7af0-4d65-8e3c-dd6bca1639c9\", \"b18042d0-a13a-4c35-9ffb-aca3ff1aed48\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 16.7}, \"70036\": {\"keyflows\": {\"Sign In Flow\": 2, \"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\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-05 04:02:01.000000+00:00\", \"2022-02-16 01:26:38.000000+00:00\"], \"session_ids\": [\"48392bd0-ad73-46c8-8394-a444cbbe14f5\", \"8606cbb5-f794-4285-8641-0b127d903f86\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 18.65}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"85328\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-02-02 11:09:31.000000+00:00\", \"2019-07-24 23:39:12.000000+00:00\", \"2022-05-03 23:26:41.000000+00:00\", \"2022-02-23 02:48:06.000000+00:00\", \"2019-01-15 05:04:20.000000+00:00\", \"2023-04-10 16:32:17.000000+00:00\", \"2019-05-26 18:59:12.000000+00:00\", \"2021-12-01 19:37:43.000000+00:00\", \"2023-03-11 04:54:36.000000+00:00\"], \"session_ids\": [\"8975d0cb-43fc-44f1-a869-1178fbf46118\", \"9185d0d2-b996-48de-a7f2-b9a63bf632bd\", \"c43cd20d-961d-4236-9281-6b52dac94f82\", \"b29d770e-22fb-46ef-a270-84c415d5366d\", \"25b71caa-39db-4bf4-9951-dd59776c7106\", \"348e5c43-a442-4020-b63e-3ba585b7e909\", \"21c63d5e-0d3c-4cfc-b78a-ba79dd3ecfad\", \"607811ac-291a-4c42-a769-999fab2c2dff\", \"d8b6a4a9-8486-4d48-bf92-45cc150dd8af\"], \"total_duration\": 1096.0, \"total_sessions\": 9, \"mean_week_duration\": 4.959}}, {\"7671\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-06 17:29:38.000000+00:00\", \"2022-06-03 18:57:08.000000+00:00\", \"2022-10-12 16:03:10.000000+00:00\", \"2021-04-29 22:16:49.000000+00:00\", \"2021-08-01 17:08:17.000000+00:00\", \"2023-06-20 06:17:24.000000+00:00\", \"2019-05-21 23:27:31.000000+00:00\", \"2021-05-17 18:16:44.000000+00:00\"], \"session_ids\": [\"60af72ac-9654-470c-b8b2-01977e22ec2c\", \"4f121a43-0af7-4749-8efd-d22a7eb31ca8\", \"94489263-049e-41aa-966c-a0064c95005f\", \"696372b8-62db-4cd1-86c1-89e3a3f5c42f\", \"6100c448-c94c-4d4c-8e4a-6d26cc9fb628\", \"72637620-8d86-4a83-a07b-ff93068a907a\", \"f9bb5bfd-03a1-4f6c-bcbe-d25f58b5acbb\", \"ffc1bf6d-5596-49e5-a66f-cb57833abad4\"], \"total_duration\": 95.0, \"total_sessions\": 8, \"mean_week_duration\": 0.446}}, {\"82151\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-05-27 09:33:32.000000+00:00\", \"2021-07-04 03:04:47.000000+00:00\", \"2022-06-12 16:02:58.000000+00:00\"], \"session_ids\": [\"5c2f18cb-38d1-40d2-afe2-f448e381b776\", \"997297e8-1f19-4be7-94fe-ceef195f8fbc\", \"193d2549-178f-4bbf-a7fb-40930c1f3791\"], \"total_duration\": 23.0, \"total_sessions\": 3, \"mean_week_duration\": 0.469}}, {\"64206\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-18 07:39:30.000000+00:00\", \"2022-03-31 04:18:58.000000+00:00\"], \"session_ids\": [\"d5ff4112-c441-41e8-8f4c-37dabe0e10aa\", \"7a3eeac7-ba20-44e1-913b-2dde61a0e6bf\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 10.333}}, {\"65114\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-03-17 00:29:39.000000+00:00\", \"2019-10-08 08:21:33.000000+00:00\"], \"session_ids\": [\"f779fc2e-d416-4786-9fed-3be7b051d3c7\", \"d43864f9-fd46-4685-b8eb-0f6029905d8b\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.227}}, {\"15084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-12-30 12:47:12.000000+00:00\", \"2022-01-23 18:30:08.000000+00:00\"], \"session_ids\": [\"d7c9459d-91e3-4ec1-88c6-e38a70ef866a\", \"05086e0d-5fb9-4dc9-8fda-aac4b7aae3ed\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 4.213}}, {\"96498\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-09 06:53:24.000000+00:00\", \"2019-10-24 17:29:54.000000+00:00\"], \"session_ids\": [\"f1cd686f-424f-4e36-9ae5-d394286044be\", \"eaa178b0-645f-408d-b84a-e60e1f758f0f\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.493}}, {\"55520\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-11-23 16:38:27.000000+00:00\", \"2021-09-17 20:59:42.000000+00:00\"], \"session_ids\": [\"0022e8d3-7af0-4d65-8e3c-dd6bca1639c9\", \"b18042d0-a13a-4c35-9ffb-aca3ff1aed48\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 16.7}}, {\"70036\": {\"keyflows\": {\"Sign In Flow\": 2, \"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\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-05 04:02:01.000000+00:00\", \"2022-02-16 01:26:38.000000+00:00\"], \"session_ids\": [\"48392bd0-ad73-46c8-8394-a444cbbe14f5\", \"8606cbb5-f794-4285-8641-0b127d903f86\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 18.65}}]\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[{\"85328\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-02-02 11:09:31.000000+00:00\", \"2019-07-24 23:39:12.000000+00:00\", \"2022-05-03 23:26:41.000000+00:00\", \"2022-02-23 02:48:06.000000+00:00\", \"2019-01-15 05:04:20.000000+00:00\", \"2023-04-10 16:32:17.000000+00:00\", \"2019-05-26 18:59:12.000000+00:00\", \"2021-12-01 19:37:43.000000+00:00\", \"2023-03-11 04:54:36.000000+00:00\"], \"session_ids\": [\"8975d0cb-43fc-44f1-a869-1178fbf46118\", \"9185d0d2-b996-48de-a7f2-b9a63bf632bd\", \"c43cd20d-961d-4236-9281-6b52dac94f82\", \"b29d770e-22fb-46ef-a270-84c415d5366d\", \"25b71caa-39db-4bf4-9951-dd59776c7106\", \"348e5c43-a442-4020-b63e-3ba585b7e909\", \"21c63d5e-0d3c-4cfc-b78a-ba79dd3ecfad\", \"607811ac-291a-4c42-a769-999fab2c2dff\", \"d8b6a4a9-8486-4d48-bf92-45cc150dd8af\"], \"total_duration\": 1096.0, \"total_sessions\": 9, \"mean_week_duration\": 4.959}}, {\"7671\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-06 17:29:38.000000+00:00\", \"2022-06-03 18:57:08.000000+00:00\", \"2022-10-12 16:03:10.000000+00:00\", \"2021-04-29 22:16:49.000000+00:00\", \"2021-08-01 17:08:17.000000+00:00\", \"2023-06-20 06:17:24.000000+00:00\", \"2019-05-21 23:27:31.000000+00:00\", \"2021-05-17 18:16:44.000000+00:00\"], \"session_ids\": [\"60af72ac-9654-470c-b8b2-01977e22ec2c\", \"4f121a43-0af7-4749-8efd-d22a7eb31ca8\", \"94489263-049e-41aa-966c-a0064c95005f\", \"696372b8-62db-4cd1-86c1-89e3a3f5c42f\", \"6100c448-c94c-4d4c-8e4a-6d26cc9fb628\", \"72637620-8d86-4a83-a07b-ff93068a907a\", \"f9bb5bfd-03a1-4f6c-bcbe-d25f58b5acbb\", \"ffc1bf6d-5596-49e5-a66f-cb57833abad4\"], \"total_duration\": 95.0, \"total_sessions\": 8, \"mean_week_duration\": 0.446}}]\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[{\"85328\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-02-02 11:09:31.000000+00:00\", \"2019-07-24 23:39:12.000000+00:00\", \"2022-05-03 23:26:41.000000+00:00\", \"2022-02-23 02:48:06.000000+00:00\", \"2019-01-15 05:04:20.000000+00:00\", \"2023-04-10 16:32:17.000000+00:00\", \"2019-05-26 18:59:12.000000+00:00\", \"2021-12-01 19:37:43.000000+00:00\", \"2023-03-11 04:54:36.000000+00:00\"], \"session_ids\": [\"8975d0cb-43fc-44f1-a869-1178fbf46118\", \"9185d0d2-b996-48de-a7f2-b9a63bf632bd\", \"c43cd20d-961d-4236-9281-6b52dac94f82\", \"b29d770e-22fb-46ef-a270-84c415d5366d\", \"25b71caa-39db-4bf4-9951-dd59776c7106\", \"348e5c43-a442-4020-b63e-3ba585b7e909\", \"21c63d5e-0d3c-4cfc-b78a-ba79dd3ecfad\", \"607811ac-291a-4c42-a769-999fab2c2dff\", \"d8b6a4a9-8486-4d48-bf92-45cc150dd8af\"], \"total_duration\": 1096.0, \"total_sessions\": 9, \"mean_week_duration\": 4.959}}, {\"7671\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-11-06 17:29:38.000000+00:00\", \"2022-06-03 18:57:08.000000+00:00\", \"2022-10-12 16:03:10.000000+00:00\", \"2021-04-29 22:16:49.000000+00:00\", \"2021-08-01 17:08:17.000000+00:00\", \"2023-06-20 06:17:24.000000+00:00\", \"2019-05-21 23:27:31.000000+00:00\", \"2021-05-17 18:16:44.000000+00:00\"], \"session_ids\": [\"60af72ac-9654-470c-b8b2-01977e22ec2c\", \"4f121a43-0af7-4749-8efd-d22a7eb31ca8\", \"94489263-049e-41aa-966c-a0064c95005f\", \"696372b8-62db-4cd1-86c1-89e3a3f5c42f\", \"6100c448-c94c-4d4c-8e4a-6d26cc9fb628\", \"72637620-8d86-4a83-a07b-ff93068a907a\", \"f9bb5bfd-03a1-4f6c-bcbe-d25f58b5acbb\", \"ffc1bf6d-5596-49e5-a66f-cb57833abad4\"], \"total_duration\": 95.0, \"total_sessions\": 8, \"mean_week_duration\": 0.446}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display 8 users pieces of information who are the primary users in terms of total amount of duration , and carry out sorting by aver of time using the app per week from the smallest to the largest as well as show me only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-20 06:04:49.000000+00:00\", \"2019-06-15 19:39:32.000000+00:00\"], \"session_ids\": [\"3ec0c505-173b-40c9-9713-d0b47feba8d6\", \"9ecab04c-5686-49f4-875f-e0f461b29339\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.561}, \"74460\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-08-31 08:43:58.000000+00:00\", \"2021-01-15 09:13:15.000000+00:00\", \"2021-04-21 16:28:25.000000+00:00\"], \"session_ids\": [\"9ada4398-d8be-48ff-b190-8eb010513e51\", \"b894a9ee-4f4f-410b-bc53-d70a8f835414\", \"8b15079c-b6c7-432d-83c7-b7fece6f3750\"], \"total_duration\": 99.0, \"total_sessions\": 3, \"mean_week_duration\": 1.151}, \"28056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-27 02:39:13.000000+00:00\", \"2021-11-11 03:28:05.000000+00:00\"], \"session_ids\": [\"da761f1f-b111-4847-ab47-2404566caacd\", \"efd3724a-b456-47a4-adbb-5d07ba81784d\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 2.457}, \"71503\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-07-13 07:35:36.000000+00:00\", \"2021-11-06 06:34:56.000000+00:00\", \"2021-03-07 05:31:30.000000+00:00\", \"2023-01-16 02:27:19.000000+00:00\", \"2022-01-25 12:01:08.000000+00:00\", \"2020-02-24 11:33:12.000000+00:00\", \"2022-05-26 16:31:54.000000+00:00\"], \"session_ids\": [\"713a3aa6-3087-4983-b757-3303cbe82ce7\", \"4dee2a91-cccc-4248-ac07-456bb4d0fc1e\", \"d02af628-ce9e-495a-9450-e15a0dd4a6c5\", \"2c62335d-f2a2-42c2-b3a6-0ef0949203b7\", \"fa1628fa-8787-4c7d-adcf-a8d87d907e90\", \"ccaa6c46-be72-4a81-b3a8-07691e4741b3\", \"bced0c0e-dec9-4372-a2a5-1d8fd519c99b\"], \"total_duration\": 109.0, \"total_sessions\": 7, \"mean_week_duration\": 0.722}, \"13150\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-27 14:45:19.000000+00:00\", \"2021-06-01 00:15:57.000000+00:00\"], \"session_ids\": [\"cd633c7a-860f-4c2a-b730-9afb6de80e6d\", \"c8680df0-f9ae-411e-9f86-81df7a3efc45\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 10.647}, \"3582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-24 02:59:30.000000+00:00\", \"2021-10-29 00:57:53.000000+00:00\"], \"session_ids\": [\"fa6d6bce-9088-4dc7-80c7-e1a1480c1e47\", \"dfb56fc3-d708-47a1-8f5f-885862ecc6d3\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 3.051}, \"61708\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-07-24 17:38:34.000000+00:00\", \"2021-08-30 07:22:35.000000+00:00\", \"2023-02-19 20:02:03.000000+00:00\", \"2019-06-12 21:40:38.000000+00:00\"], \"session_ids\": [\"642d726f-07b9-4980-aec1-c54f76110af9\", \"acbb7789-f12b-46da-b653-1af79faa3d63\", \"404e1ace-267d-4ad8-9766-530d1264a098\", \"036ffadd-be4a-4405-912f-05a2d7ed4bf8\"], \"total_duration\": 690.0, \"total_sessions\": 4, \"mean_week_duration\": 3.575}, \"36259\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-06-12 09:35:54.000000+00:00\", \"2020-11-08 06:03:07.000000+00:00\"], \"session_ids\": [\"76492fd1-bda8-4c6d-96f2-ad8db8d72b01\", \"72257b14-3739-46b9-b3b8-752e6b3f551f\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 17.455}, \"14828\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-12-19 22:52:01.000000+00:00\", \"2022-04-06 20:05:52.000000+00:00\", \"2022-08-18 16:17:19.000000+00:00\", \"2019-06-17 17:25:23.000000+00:00\"], \"session_ids\": [\"6a5b12af-32d6-4c4b-b7d3-059d424e1122\", \"2b137bcc-f6be-472e-b3c3-a96703234910\", \"a05426db-9c8a-4b74-98d8-9749fb08a475\", \"ea2cc126-fbbf-47dd-b4b9-52d6579e3920\"], \"total_duration\": 1513.0, \"total_sessions\": 4, \"mean_week_duration\": 9.114}, \"39146\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-17 07:37:13.000000+00:00\", \"2021-09-12 04:05:16.000000+00:00\"], \"session_ids\": [\"20c0cd65-3b12-4430-84cc-1db49004051f\", \"498bdb76-71ab-472b-befb-2a88c2a0b798\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 3.294}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest 8 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": 8}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"14828\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-12-19 22:52:01.000000+00:00\", \"2022-04-06 20:05:52.000000+00:00\", \"2022-08-18 16:17:19.000000+00:00\", \"2019-06-17 17:25:23.000000+00:00\"], \"session_ids\": [\"6a5b12af-32d6-4c4b-b7d3-059d424e1122\", \"2b137bcc-f6be-472e-b3c3-a96703234910\", \"a05426db-9c8a-4b74-98d8-9749fb08a475\", \"ea2cc126-fbbf-47dd-b4b9-52d6579e3920\"], \"total_duration\": 1513.0, \"total_sessions\": 4, \"mean_week_duration\": 9.114}}, {\"61708\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-07-24 17:38:34.000000+00:00\", \"2021-08-30 07:22:35.000000+00:00\", \"2023-02-19 20:02:03.000000+00:00\", \"2019-06-12 21:40:38.000000+00:00\"], \"session_ids\": [\"642d726f-07b9-4980-aec1-c54f76110af9\", \"acbb7789-f12b-46da-b653-1af79faa3d63\", \"404e1ace-267d-4ad8-9766-530d1264a098\", \"036ffadd-be4a-4405-912f-05a2d7ed4bf8\"], \"total_duration\": 690.0, \"total_sessions\": 4, \"mean_week_duration\": 3.575}}, {\"36259\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-06-12 09:35:54.000000+00:00\", \"2020-11-08 06:03:07.000000+00:00\"], \"session_ids\": [\"76492fd1-bda8-4c6d-96f2-ad8db8d72b01\", \"72257b14-3739-46b9-b3b8-752e6b3f551f\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 17.455}}, {\"3582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-24 02:59:30.000000+00:00\", \"2021-10-29 00:57:53.000000+00:00\"], \"session_ids\": [\"fa6d6bce-9088-4dc7-80c7-e1a1480c1e47\", \"dfb56fc3-d708-47a1-8f5f-885862ecc6d3\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 3.051}}, {\"13150\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-27 14:45:19.000000+00:00\", \"2021-06-01 00:15:57.000000+00:00\"], \"session_ids\": [\"cd633c7a-860f-4c2a-b730-9afb6de80e6d\", \"c8680df0-f9ae-411e-9f86-81df7a3efc45\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 10.647}}, {\"28056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-27 02:39:13.000000+00:00\", \"2021-11-11 03:28:05.000000+00:00\"], \"session_ids\": [\"da761f1f-b111-4847-ab47-2404566caacd\", \"efd3724a-b456-47a4-adbb-5d07ba81784d\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 2.457}}, {\"71503\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-07-13 07:35:36.000000+00:00\", \"2021-11-06 06:34:56.000000+00:00\", \"2021-03-07 05:31:30.000000+00:00\", \"2023-01-16 02:27:19.000000+00:00\", \"2022-01-25 12:01:08.000000+00:00\", \"2020-02-24 11:33:12.000000+00:00\", \"2022-05-26 16:31:54.000000+00:00\"], \"session_ids\": [\"713a3aa6-3087-4983-b757-3303cbe82ce7\", \"4dee2a91-cccc-4248-ac07-456bb4d0fc1e\", \"d02af628-ce9e-495a-9450-e15a0dd4a6c5\", \"2c62335d-f2a2-42c2-b3a6-0ef0949203b7\", \"fa1628fa-8787-4c7d-adcf-a8d87d907e90\", \"ccaa6c46-be72-4a81-b3a8-07691e4741b3\", \"bced0c0e-dec9-4372-a2a5-1d8fd519c99b\"], \"total_duration\": 109.0, \"total_sessions\": 7, \"mean_week_duration\": 0.722}}, {\"64506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-20 06:04:49.000000+00:00\", \"2019-06-15 19:39:32.000000+00:00\"], \"session_ids\": [\"3ec0c505-173b-40c9-9713-d0b47feba8d6\", \"9ecab04c-5686-49f4-875f-e0f461b29339\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.561}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"71503\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-07-13 07:35:36.000000+00:00\", \"2021-11-06 06:34:56.000000+00:00\", \"2021-03-07 05:31:30.000000+00:00\", \"2023-01-16 02:27:19.000000+00:00\", \"2022-01-25 12:01:08.000000+00:00\", \"2020-02-24 11:33:12.000000+00:00\", \"2022-05-26 16:31:54.000000+00:00\"], \"session_ids\": [\"713a3aa6-3087-4983-b757-3303cbe82ce7\", \"4dee2a91-cccc-4248-ac07-456bb4d0fc1e\", \"d02af628-ce9e-495a-9450-e15a0dd4a6c5\", \"2c62335d-f2a2-42c2-b3a6-0ef0949203b7\", \"fa1628fa-8787-4c7d-adcf-a8d87d907e90\", \"ccaa6c46-be72-4a81-b3a8-07691e4741b3\", \"bced0c0e-dec9-4372-a2a5-1d8fd519c99b\"], \"total_duration\": 109.0, \"total_sessions\": 7, \"mean_week_duration\": 0.722}}, {\"64506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-20 06:04:49.000000+00:00\", \"2019-06-15 19:39:32.000000+00:00\"], \"session_ids\": [\"3ec0c505-173b-40c9-9713-d0b47feba8d6\", \"9ecab04c-5686-49f4-875f-e0f461b29339\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.561}}, {\"28056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-27 02:39:13.000000+00:00\", \"2021-11-11 03:28:05.000000+00:00\"], \"session_ids\": [\"da761f1f-b111-4847-ab47-2404566caacd\", \"efd3724a-b456-47a4-adbb-5d07ba81784d\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 2.457}}, {\"3582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-24 02:59:30.000000+00:00\", \"2021-10-29 00:57:53.000000+00:00\"], \"session_ids\": [\"fa6d6bce-9088-4dc7-80c7-e1a1480c1e47\", \"dfb56fc3-d708-47a1-8f5f-885862ecc6d3\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 3.051}}, {\"61708\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-07-24 17:38:34.000000+00:00\", \"2021-08-30 07:22:35.000000+00:00\", \"2023-02-19 20:02:03.000000+00:00\", \"2019-06-12 21:40:38.000000+00:00\"], \"session_ids\": [\"642d726f-07b9-4980-aec1-c54f76110af9\", \"acbb7789-f12b-46da-b653-1af79faa3d63\", \"404e1ace-267d-4ad8-9766-530d1264a098\", \"036ffadd-be4a-4405-912f-05a2d7ed4bf8\"], \"total_duration\": 690.0, \"total_sessions\": 4, \"mean_week_duration\": 3.575}}, {\"14828\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-12-19 22:52:01.000000+00:00\", \"2022-04-06 20:05:52.000000+00:00\", \"2022-08-18 16:17:19.000000+00:00\", \"2019-06-17 17:25:23.000000+00:00\"], \"session_ids\": [\"6a5b12af-32d6-4c4b-b7d3-059d424e1122\", \"2b137bcc-f6be-472e-b3c3-a96703234910\", \"a05426db-9c8a-4b74-98d8-9749fb08a475\", \"ea2cc126-fbbf-47dd-b4b9-52d6579e3920\"], \"total_duration\": 1513.0, \"total_sessions\": 4, \"mean_week_duration\": 9.114}}, {\"13150\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-27 14:45:19.000000+00:00\", \"2021-06-01 00:15:57.000000+00:00\"], \"session_ids\": [\"cd633c7a-860f-4c2a-b730-9afb6de80e6d\", \"c8680df0-f9ae-411e-9f86-81df7a3efc45\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 10.647}}, {\"36259\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-06-12 09:35:54.000000+00:00\", \"2020-11-08 06:03:07.000000+00:00\"], \"session_ids\": [\"76492fd1-bda8-4c6d-96f2-ad8db8d72b01\", \"72257b14-3739-46b9-b3b8-752e6b3f551f\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 17.455}}]\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[{\"71503\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-07-13 07:35:36.000000+00:00\", \"2021-11-06 06:34:56.000000+00:00\", \"2021-03-07 05:31:30.000000+00:00\", \"2023-01-16 02:27:19.000000+00:00\", \"2022-01-25 12:01:08.000000+00:00\", \"2020-02-24 11:33:12.000000+00:00\", \"2022-05-26 16:31:54.000000+00:00\"], \"session_ids\": [\"713a3aa6-3087-4983-b757-3303cbe82ce7\", \"4dee2a91-cccc-4248-ac07-456bb4d0fc1e\", \"d02af628-ce9e-495a-9450-e15a0dd4a6c5\", \"2c62335d-f2a2-42c2-b3a6-0ef0949203b7\", \"fa1628fa-8787-4c7d-adcf-a8d87d907e90\", \"ccaa6c46-be72-4a81-b3a8-07691e4741b3\", \"bced0c0e-dec9-4372-a2a5-1d8fd519c99b\"], \"total_duration\": 109.0, \"total_sessions\": 7, \"mean_week_duration\": 0.722}}, {\"64506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-20 06:04:49.000000+00:00\", \"2019-06-15 19:39:32.000000+00:00\"], \"session_ids\": [\"3ec0c505-173b-40c9-9713-d0b47feba8d6\", \"9ecab04c-5686-49f4-875f-e0f461b29339\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.561}}, {\"28056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-27 02:39:13.000000+00:00\", \"2021-11-11 03:28:05.000000+00:00\"], \"session_ids\": [\"da761f1f-b111-4847-ab47-2404566caacd\", \"efd3724a-b456-47a4-adbb-5d07ba81784d\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 2.457}}]\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[{\"71503\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-07-13 07:35:36.000000+00:00\", \"2021-11-06 06:34:56.000000+00:00\", \"2021-03-07 05:31:30.000000+00:00\", \"2023-01-16 02:27:19.000000+00:00\", \"2022-01-25 12:01:08.000000+00:00\", \"2020-02-24 11:33:12.000000+00:00\", \"2022-05-26 16:31:54.000000+00:00\"], \"session_ids\": [\"713a3aa6-3087-4983-b757-3303cbe82ce7\", \"4dee2a91-cccc-4248-ac07-456bb4d0fc1e\", \"d02af628-ce9e-495a-9450-e15a0dd4a6c5\", \"2c62335d-f2a2-42c2-b3a6-0ef0949203b7\", \"fa1628fa-8787-4c7d-adcf-a8d87d907e90\", \"ccaa6c46-be72-4a81-b3a8-07691e4741b3\", \"bced0c0e-dec9-4372-a2a5-1d8fd519c99b\"], \"total_duration\": 109.0, \"total_sessions\": 7, \"mean_week_duration\": 0.722}}, {\"64506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-20 06:04:49.000000+00:00\", \"2019-06-15 19:39:32.000000+00:00\"], \"session_ids\": [\"3ec0c505-173b-40c9-9713-d0b47feba8d6\", \"9ecab04c-5686-49f4-875f-e0f461b29339\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 1.561}}, {\"28056\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-12-27 02:39:13.000000+00:00\", \"2021-11-11 03:28:05.000000+00:00\"], \"session_ids\": [\"da761f1f-b111-4847-ab47-2404566caacd\", \"efd3724a-b456-47a4-adbb-5d07ba81784d\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 2.457}}]\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 5 users with a duration total that is higher than 2729 and lower than 502, exclusive 502 as well as apply sorting by average week duration form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"93970\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-12 09:55:21.000000+00:00\", \"2020-11-22 19:21:30.000000+00:00\"], \"session_ids\": [\"0fb02c18-32ad-489d-9c3f-c44d144c6a24\", \"f098683c-ce4f-4645-b644-b561b871c3eb\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 13.789}, \"1077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-01-10 10:24:55.000000+00:00\", \"2019-06-25 21:27:17.000000+00:00\", \"2019-09-25 01:50:41.000000+00:00\", \"2022-02-12 04:24:16.000000+00:00\", \"2023-06-07 01:48:46.000000+00:00\"], \"session_ids\": [\"b77977ac-8fb4-49cb-81d2-fc047dbee01b\", \"18606d9a-e65e-4d7f-b62b-c9e59e387d29\", \"8cc86889-2984-45f6-a44d-88a41f5b8844\", \"97c71c1e-d9ce-417d-bcaa-2356e7970f4e\", \"c0539590-522f-41a8-ac96-82a332a6fabd\"], \"total_duration\": 3668.0, \"total_sessions\": 5, \"mean_week_duration\": 17.806}, \"93449\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-13 02:43:30.000000+00:00\", \"2021-01-30 08:31:36.000000+00:00\"], \"session_ids\": [\"917b21f0-a8e1-49d7-ac6d-4bf8de325505\", \"9bec1660-5eae-4019-ae62-88871afc0c40\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 2.204}, \"51711\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-10-18 06:02:26.000000+00:00\", \"2019-08-06 16:58:19.000000+00:00\"], \"session_ids\": [\"40f7f7e3-6da1-407b-9f2e-61cf209aae1d\", \"5558ce7d-f9f1-4bb1-96c8-8154db48d602\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 2.148}, \"95183\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-20 07:01:23.000000+00:00\", \"2021-03-02 13:37:42.000000+00:00\", \"2022-02-14 23:29:00.000000+00:00\", \"2023-03-24 03:23:11.000000+00:00\", \"2019-11-24 11:55:52.000000+00:00\"], \"session_ids\": [\"bd93355a-441e-4127-9af9-14346ac669a1\", \"bd1f8236-253d-4db2-baf7-d6ef78204c3a\", \"a63e2343-01cc-49f4-926c-9acb4b4250cd\", \"a1ad7707-f239-4310-9c92-426875cadae6\", \"f04b4d60-0689-41c6-b823-a30c053e6968\"], \"total_duration\": 160.0, \"total_sessions\": 5, \"mean_week_duration\": 0.816}, \"18734\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-22 21:52:28.000000+00:00\", \"2019-05-18 04:34:42.000000+00:00\", \"2019-06-21 12:55:31.000000+00:00\", \"2020-07-05 14:07:43.000000+00:00\", \"2019-12-20 12:10:37.000000+00:00\", \"2021-03-13 18:51:54.000000+00:00\", \"2019-01-22 20:19:17.000000+00:00\", \"2021-12-22 17:26:27.000000+00:00\"], \"session_ids\": [\"ff94d7b8-e782-40aa-9fab-5a23454680be\", \"bb28d4f7-0325-4e3f-9890-150fa3ea7ae3\", \"c8fe4fd1-c0d3-4f60-9f91-10ee60741ca9\", \"2f0b0428-f1c3-4c85-80fa-c36556f8ea27\", \"19675683-5ac6-4111-814b-686130aab85f\", \"42c81b18-ff43-4e15-b14b-b21843ec78e9\", \"a86cb3a0-9e1c-43ef-8758-971fefe400e5\", \"00ead368-6dcd-4059-aa93-bddeb8376a3e\"], \"total_duration\": 402.0, \"total_sessions\": 8, \"mean_week_duration\": 1.811}, \"33402\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-06-10 07:39:47.000000+00:00\", \"2019-06-24 11:59:51.000000+00:00\", \"2020-12-02 16:48:57.000000+00:00\", \"2020-06-14 02:31:54.000000+00:00\"], \"session_ids\": [\"7bd0d11e-e0e5-443f-8360-3ce16b4098e9\", \"f2b9a905-9680-467c-9838-40cd75bf4c67\", \"eddc814f-2e4f-48bf-8e8c-4245d8ad00ab\", \"97b81cbb-72c6-4be2-9157-65641a1f7177\"], \"total_duration\": 927.0, \"total_sessions\": 4, \"mean_week_duration\": 9.0}, \"52862\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-12-29 14:03:50.000000+00:00\", \"2021-11-26 13:41:30.000000+00:00\"], \"session_ids\": [\"c82dc862-cc92-46fd-9c67-68efb4be16c0\", \"70c5ae4a-8de5-44b4-bf06-fea50278f7ea\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.614}, \"90135\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-28 13:53:41.000000+00:00\", \"2019-06-28 18:01:14.000000+00:00\"], \"session_ids\": [\"38bf9216-aeab-48bf-a4b4-25934837b4ac\", \"3bdeb738-1863-4aad-af85-7b7e558f865e\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.162}, \"53614\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-11-11 17:08:31.000000+00:00\", \"2021-01-15 13:14:29.000000+00:00\"], \"session_ids\": [\"cf71205c-f49d-4cf5-9bbb-13ecd2aba02e\", \"fc74d909-3db7-4211-b364-6b2405602d54\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 10.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 502 and are equal or greater than 2729"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[502, 2729]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"93970\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-12 09:55:21.000000+00:00\", \"2020-11-22 19:21:30.000000+00:00\"], \"session_ids\": [\"0fb02c18-32ad-489d-9c3f-c44d144c6a24\", \"f098683c-ce4f-4645-b644-b561b871c3eb\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 13.789}, \"93449\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-13 02:43:30.000000+00:00\", \"2021-01-30 08:31:36.000000+00:00\"], \"session_ids\": [\"917b21f0-a8e1-49d7-ac6d-4bf8de325505\", \"9bec1660-5eae-4019-ae62-88871afc0c40\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 2.204}, \"51711\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-10-18 06:02:26.000000+00:00\", \"2019-08-06 16:58:19.000000+00:00\"], \"session_ids\": [\"40f7f7e3-6da1-407b-9f2e-61cf209aae1d\", \"5558ce7d-f9f1-4bb1-96c8-8154db48d602\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 2.148}, \"95183\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-20 07:01:23.000000+00:00\", \"2021-03-02 13:37:42.000000+00:00\", \"2022-02-14 23:29:00.000000+00:00\", \"2023-03-24 03:23:11.000000+00:00\", \"2019-11-24 11:55:52.000000+00:00\"], \"session_ids\": [\"bd93355a-441e-4127-9af9-14346ac669a1\", \"bd1f8236-253d-4db2-baf7-d6ef78204c3a\", \"a63e2343-01cc-49f4-926c-9acb4b4250cd\", \"a1ad7707-f239-4310-9c92-426875cadae6\", \"f04b4d60-0689-41c6-b823-a30c053e6968\"], \"total_duration\": 160.0, \"total_sessions\": 5, \"mean_week_duration\": 0.816}, \"18734\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-22 21:52:28.000000+00:00\", \"2019-05-18 04:34:42.000000+00:00\", \"2019-06-21 12:55:31.000000+00:00\", \"2020-07-05 14:07:43.000000+00:00\", \"2019-12-20 12:10:37.000000+00:00\", \"2021-03-13 18:51:54.000000+00:00\", \"2019-01-22 20:19:17.000000+00:00\", \"2021-12-22 17:26:27.000000+00:00\"], \"session_ids\": [\"ff94d7b8-e782-40aa-9fab-5a23454680be\", \"bb28d4f7-0325-4e3f-9890-150fa3ea7ae3\", \"c8fe4fd1-c0d3-4f60-9f91-10ee60741ca9\", \"2f0b0428-f1c3-4c85-80fa-c36556f8ea27\", \"19675683-5ac6-4111-814b-686130aab85f\", \"42c81b18-ff43-4e15-b14b-b21843ec78e9\", \"a86cb3a0-9e1c-43ef-8758-971fefe400e5\", \"00ead368-6dcd-4059-aa93-bddeb8376a3e\"], \"total_duration\": 402.0, \"total_sessions\": 8, \"mean_week_duration\": 1.811}, \"52862\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-12-29 14:03:50.000000+00:00\", \"2021-11-26 13:41:30.000000+00:00\"], \"session_ids\": [\"c82dc862-cc92-46fd-9c67-68efb4be16c0\", \"70c5ae4a-8de5-44b4-bf06-fea50278f7ea\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.614}, \"90135\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-28 13:53:41.000000+00:00\", \"2019-06-28 18:01:14.000000+00:00\"], \"session_ids\": [\"38bf9216-aeab-48bf-a4b4-25934837b4ac\", \"3bdeb738-1863-4aad-af85-7b7e558f865e\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.162}, \"53614\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-11-11 17:08:31.000000+00:00\", \"2021-01-15 13:14:29.000000+00:00\"], \"session_ids\": [\"cf71205c-f49d-4cf5-9bbb-13ecd2aba02e\", \"fc74d909-3db7-4211-b364-6b2405602d54\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 10.0}, \"1077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-01-10 10:24:55.000000+00:00\", \"2019-06-25 21:27:17.000000+00:00\", \"2019-09-25 01:50:41.000000+00:00\", \"2022-02-12 04:24:16.000000+00:00\", \"2023-06-07 01:48:46.000000+00:00\"], \"session_ids\": [\"b77977ac-8fb4-49cb-81d2-fc047dbee01b\", \"18606d9a-e65e-4d7f-b62b-c9e59e387d29\", \"8cc86889-2984-45f6-a44d-88a41f5b8844\", \"97c71c1e-d9ce-417d-bcaa-2356e7970f4e\", \"c0539590-522f-41a8-ac96-82a332a6fabd\"], \"total_duration\": 3668.0, \"total_sessions\": 5, \"mean_week_duration\": 17.806}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-01-10 10:24:55.000000+00:00\", \"2019-06-25 21:27:17.000000+00:00\", \"2019-09-25 01:50:41.000000+00:00\", \"2022-02-12 04:24:16.000000+00:00\", \"2023-06-07 01:48:46.000000+00:00\"], \"session_ids\": [\"b77977ac-8fb4-49cb-81d2-fc047dbee01b\", \"18606d9a-e65e-4d7f-b62b-c9e59e387d29\", \"8cc86889-2984-45f6-a44d-88a41f5b8844\", \"97c71c1e-d9ce-417d-bcaa-2356e7970f4e\", \"c0539590-522f-41a8-ac96-82a332a6fabd\"], \"total_duration\": 3668.0, \"total_sessions\": 5, \"mean_week_duration\": 17.806}}, {\"93970\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-12 09:55:21.000000+00:00\", \"2020-11-22 19:21:30.000000+00:00\"], \"session_ids\": [\"0fb02c18-32ad-489d-9c3f-c44d144c6a24\", \"f098683c-ce4f-4645-b644-b561b871c3eb\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 13.789}}, {\"53614\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-11-11 17:08:31.000000+00:00\", \"2021-01-15 13:14:29.000000+00:00\"], \"session_ids\": [\"cf71205c-f49d-4cf5-9bbb-13ecd2aba02e\", \"fc74d909-3db7-4211-b364-6b2405602d54\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 10.0}}, {\"93449\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-13 02:43:30.000000+00:00\", \"2021-01-30 08:31:36.000000+00:00\"], \"session_ids\": [\"917b21f0-a8e1-49d7-ac6d-4bf8de325505\", \"9bec1660-5eae-4019-ae62-88871afc0c40\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 2.204}}, {\"51711\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-10-18 06:02:26.000000+00:00\", \"2019-08-06 16:58:19.000000+00:00\"], \"session_ids\": [\"40f7f7e3-6da1-407b-9f2e-61cf209aae1d\", \"5558ce7d-f9f1-4bb1-96c8-8154db48d602\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 2.148}}, {\"18734\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-22 21:52:28.000000+00:00\", \"2019-05-18 04:34:42.000000+00:00\", \"2019-06-21 12:55:31.000000+00:00\", \"2020-07-05 14:07:43.000000+00:00\", \"2019-12-20 12:10:37.000000+00:00\", \"2021-03-13 18:51:54.000000+00:00\", \"2019-01-22 20:19:17.000000+00:00\", \"2021-12-22 17:26:27.000000+00:00\"], \"session_ids\": [\"ff94d7b8-e782-40aa-9fab-5a23454680be\", \"bb28d4f7-0325-4e3f-9890-150fa3ea7ae3\", \"c8fe4fd1-c0d3-4f60-9f91-10ee60741ca9\", \"2f0b0428-f1c3-4c85-80fa-c36556f8ea27\", \"19675683-5ac6-4111-814b-686130aab85f\", \"42c81b18-ff43-4e15-b14b-b21843ec78e9\", \"a86cb3a0-9e1c-43ef-8758-971fefe400e5\", \"00ead368-6dcd-4059-aa93-bddeb8376a3e\"], \"total_duration\": 402.0, \"total_sessions\": 8, \"mean_week_duration\": 1.811}}, {\"95183\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-20 07:01:23.000000+00:00\", \"2021-03-02 13:37:42.000000+00:00\", \"2022-02-14 23:29:00.000000+00:00\", \"2023-03-24 03:23:11.000000+00:00\", \"2019-11-24 11:55:52.000000+00:00\"], \"session_ids\": [\"bd93355a-441e-4127-9af9-14346ac669a1\", \"bd1f8236-253d-4db2-baf7-d6ef78204c3a\", \"a63e2343-01cc-49f4-926c-9acb4b4250cd\", \"a1ad7707-f239-4310-9c92-426875cadae6\", \"f04b4d60-0689-41c6-b823-a30c053e6968\"], \"total_duration\": 160.0, \"total_sessions\": 5, \"mean_week_duration\": 0.816}}, {\"52862\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-12-29 14:03:50.000000+00:00\", \"2021-11-26 13:41:30.000000+00:00\"], \"session_ids\": [\"c82dc862-cc92-46fd-9c67-68efb4be16c0\", \"70c5ae4a-8de5-44b4-bf06-fea50278f7ea\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.614}}, {\"90135\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-28 13:53:41.000000+00:00\", \"2019-06-28 18:01:14.000000+00:00\"], \"session_ids\": [\"38bf9216-aeab-48bf-a4b4-25934837b4ac\", \"3bdeb738-1863-4aad-af85-7b7e558f865e\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.162}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"1077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-01-10 10:24:55.000000+00:00\", \"2019-06-25 21:27:17.000000+00:00\", \"2019-09-25 01:50:41.000000+00:00\", \"2022-02-12 04:24:16.000000+00:00\", \"2023-06-07 01:48:46.000000+00:00\"], \"session_ids\": [\"b77977ac-8fb4-49cb-81d2-fc047dbee01b\", \"18606d9a-e65e-4d7f-b62b-c9e59e387d29\", \"8cc86889-2984-45f6-a44d-88a41f5b8844\", \"97c71c1e-d9ce-417d-bcaa-2356e7970f4e\", \"c0539590-522f-41a8-ac96-82a332a6fabd\"], \"total_duration\": 3668.0, \"total_sessions\": 5, \"mean_week_duration\": 17.806}}, {\"93970\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-12 09:55:21.000000+00:00\", \"2020-11-22 19:21:30.000000+00:00\"], \"session_ids\": [\"0fb02c18-32ad-489d-9c3f-c44d144c6a24\", \"f098683c-ce4f-4645-b644-b561b871c3eb\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 13.789}}, {\"53614\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-11-11 17:08:31.000000+00:00\", \"2021-01-15 13:14:29.000000+00:00\"], \"session_ids\": [\"cf71205c-f49d-4cf5-9bbb-13ecd2aba02e\", \"fc74d909-3db7-4211-b364-6b2405602d54\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 10.0}}, {\"93449\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-13 02:43:30.000000+00:00\", \"2021-01-30 08:31:36.000000+00:00\"], \"session_ids\": [\"917b21f0-a8e1-49d7-ac6d-4bf8de325505\", \"9bec1660-5eae-4019-ae62-88871afc0c40\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 2.204}}, {\"51711\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-10-18 06:02:26.000000+00:00\", \"2019-08-06 16:58:19.000000+00:00\"], \"session_ids\": [\"40f7f7e3-6da1-407b-9f2e-61cf209aae1d\", \"5558ce7d-f9f1-4bb1-96c8-8154db48d602\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 2.148}}]\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[{\"1077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-01-10 10:24:55.000000+00:00\", \"2019-06-25 21:27:17.000000+00:00\", \"2019-09-25 01:50:41.000000+00:00\", \"2022-02-12 04:24:16.000000+00:00\", \"2023-06-07 01:48:46.000000+00:00\"], \"session_ids\": [\"b77977ac-8fb4-49cb-81d2-fc047dbee01b\", \"18606d9a-e65e-4d7f-b62b-c9e59e387d29\", \"8cc86889-2984-45f6-a44d-88a41f5b8844\", \"97c71c1e-d9ce-417d-bcaa-2356e7970f4e\", \"c0539590-522f-41a8-ac96-82a332a6fabd\"], \"total_duration\": 3668.0, \"total_sessions\": 5, \"mean_week_duration\": 17.806}}, {\"93970\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-12 09:55:21.000000+00:00\", \"2020-11-22 19:21:30.000000+00:00\"], \"session_ids\": [\"0fb02c18-32ad-489d-9c3f-c44d144c6a24\", \"f098683c-ce4f-4645-b644-b561b871c3eb\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 13.789}}, {\"53614\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-11-11 17:08:31.000000+00:00\", \"2021-01-15 13:14:29.000000+00:00\"], \"session_ids\": [\"cf71205c-f49d-4cf5-9bbb-13ecd2aba02e\", \"fc74d909-3db7-4211-b364-6b2405602d54\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 10.0}}, {\"93449\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-13 02:43:30.000000+00:00\", \"2021-01-30 08:31:36.000000+00:00\"], \"session_ids\": [\"917b21f0-a8e1-49d7-ac6d-4bf8de325505\", \"9bec1660-5eae-4019-ae62-88871afc0c40\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 2.204}}, {\"51711\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-10-18 06:02:26.000000+00:00\", \"2019-08-06 16:58:19.000000+00:00\"], \"session_ids\": [\"40f7f7e3-6da1-407b-9f2e-61cf209aae1d\", \"5558ce7d-f9f1-4bb1-96c8-8154db48d602\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 2.148}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 2 users who have sum of sessions strictly smaller than 6 and also strictly bigger than 3 and implement sorting by number of sessions in ascending order."
}
] |
[
{
"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{\"83955\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-07-30 23:35:57.000000+00:00\", \"2019-02-14 13:14:02.000000+00:00\"], \"session_ids\": [\"0522dacf-54fd-426f-aa3f-dade2ae60412\", \"cb2f540e-0f9b-4ab0-956d-fd30d7416e18\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 1.744}, \"60733\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-02-13 22:04:05.000000+00:00\", \"2022-09-22 05:41:12.000000+00:00\", \"2019-12-04 02:30:39.000000+00:00\", \"2019-11-11 21:48:56.000000+00:00\", \"2019-09-24 21:26:55.000000+00:00\", \"2022-04-29 04:28:57.000000+00:00\", \"2021-04-11 06:14:09.000000+00:00\", \"2021-12-31 16:26:17.000000+00:00\", \"2021-09-09 10:05:02.000000+00:00\"], \"session_ids\": [\"c1d07cdc-aff0-4afc-9a36-5c3fef10019f\", \"547e4571-c6a6-4903-8499-9bd55356e33f\", \"c1ccdf4f-6a07-4f38-a8c3-32a79e85aaaf\", \"8d041565-fd46-4010-b19e-b5e8821be85c\", \"827cb04e-19e6-4c27-9914-d9fdca811aad\", \"799a463a-556d-4f60-898a-48fb157c7ce9\", \"d81a04b8-99df-4509-9099-3a569b6bece4\", \"fbe0eb40-c6d4-4d17-96c9-ad618f8f2bf4\", \"93575a11-af9e-42a6-9b58-898ebf956cc6\"], \"total_duration\": 4101.0, \"total_sessions\": 9, \"mean_week_duration\": 21.814}, \"6115\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-03-13 18:17:40.000000+00:00\", \"2019-06-09 18:16:39.000000+00:00\", \"2021-08-24 02:28:57.000000+00:00\"], \"session_ids\": [\"0cbcea8d-4ebe-428e-86ca-808c2e6f12ca\", \"d1bd78dd-8af7-4c31-bb3b-0dffbef27671\", \"cc4a524a-2af2-4630-a37c-a1d4cdd0bdbc\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.188}, \"18048\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-30 04:56:16.000000+00:00\", \"2022-04-16 09:35:39.000000+00:00\"], \"session_ids\": [\"a109b605-9465-467d-bf1c-7307203e6661\", \"a9e431da-6026-4c1d-8ddf-e749d1794722\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.202}, \"56477\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-15 00:17:06.000000+00:00\", \"2020-05-12 03:49:46.000000+00:00\", \"2019-12-21 07:05:06.000000+00:00\", \"2022-10-17 07:59:40.000000+00:00\", \"2020-07-29 09:37:14.000000+00:00\", \"2019-02-21 15:12:32.000000+00:00\", \"2020-02-13 17:44:40.000000+00:00\", \"2019-04-15 13:56:36.000000+00:00\", \"2023-03-27 12:12:10.000000+00:00\"], \"session_ids\": [\"0827905f-4d21-4f02-8b36-7613c3a9109c\", \"be26e89b-4f0f-46c6-954c-46961ea11eb0\", \"cd08e914-87f4-4c83-a68d-a843d97db24a\", \"03d70c72-838d-4b0f-8588-64e9f4109f39\", \"c10f5173-8f7b-436b-aacd-13f967a8e974\", \"b0c8be21-3fd9-4997-b93e-b168ea1e1065\", \"f8076d8a-4343-4e2b-a967-47a6e6287865\", \"ac616e76-76f6-413e-905c-ad81050a1de2\", \"4106b0d0-3008-46b0-8f68-3eddb72f57b1\"], \"total_duration\": 5825.0, \"total_sessions\": 9, \"mean_week_duration\": 27.22}, \"28727\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-07-05 21:35:05.000000+00:00\", \"2021-11-12 20:30:13.000000+00:00\"], \"session_ids\": [\"688ced22-e316-4716-91eb-f669993e44df\", \"beb19397-245c-4222-b057-9b9fb7ed52f9\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 2.211}, \"78143\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-04 14:37:28.000000+00:00\", \"2023-05-26 09:46:11.000000+00:00\", \"2020-01-07 05:11:25.000000+00:00\", \"2022-07-08 00:44:47.000000+00:00\", \"2022-11-11 17:52:35.000000+00:00\", \"2019-05-27 07:40:56.000000+00:00\", \"2021-03-12 16:58:32.000000+00:00\", \"2022-12-10 11:32:16.000000+00:00\", \"2019-01-22 10:38:02.000000+00:00\", \"2022-02-09 16:45:34.000000+00:00\", \"2022-03-14 19:34:27.000000+00:00\"], \"session_ids\": [\"2a91e284-c3d7-49ab-be59-eb48c4718f2c\", \"aa9618c7-66de-4b0a-bc7b-1f11211e05f9\", \"f043b9b6-3e7b-4808-a269-ae528ac5ac4f\", \"0125196c-e1c2-46b7-bac0-9eba8630bc6c\", \"ddd8ba6f-b018-44c5-8c14-f886e762d734\", \"7b42f569-2e27-45d6-8c85-a76c76b09669\", \"8e9e709c-1b97-4888-a3c3-11f4c84a5666\", \"22b36adc-7925-43fd-bed6-3102b78d9a6a\", \"f871bcb5-237b-41fa-aa50-63bf0590de46\", \"acdc2f05-b68d-4aa1-a4b2-8078e3608b3b\", \"af14488a-992f-4767-9ab7-86dce8cd0f55\"], \"total_duration\": 4121.0, \"total_sessions\": 11, \"mean_week_duration\": 18.154}, \"71283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-01-20 12:18:25.000000+00:00\", \"2022-05-25 21:55:31.000000+00:00\", \"2020-12-07 11:52:04.000000+00:00\", \"2023-06-06 11:51:26.000000+00:00\"], \"session_ids\": [\"a51bf669-1940-4b39-a497-6b7fa5189433\", \"65aa2121-0c72-42fd-ab6e-efa41a17b85f\", \"8e27e4fa-9d8a-4e10-b7c7-73d8d33c1215\", \"79979758-714e-4657-8b26-d8dc697086fd\"], \"total_duration\": 435.0, \"total_sessions\": 4, \"mean_week_duration\": 3.346}, \"11126\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-17 06:17:36.000000+00:00\", \"2021-05-29 11:22:19.000000+00:00\", \"2023-03-17 15:44:10.000000+00:00\", \"2019-03-30 06:39:23.000000+00:00\", \"2022-04-28 17:11:29.000000+00:00\", \"2020-01-03 10:48:36.000000+00:00\", \"2022-10-10 07:14:52.000000+00:00\", \"2023-05-13 17:38:43.000000+00:00\", \"2021-09-14 15:48:30.000000+00:00\"], \"session_ids\": [\"656d99fe-ec7a-4576-a8a7-cc0b7737bb76\", \"db7b114e-59b1-466a-8ddc-ec46501ae629\", \"20640cc7-0ee9-45bc-bfcb-ca607d1dffb7\", \"6b381ba4-5b62-4ae6-be61-dd43e8d6aed4\", \"3002d1e6-4af8-4010-a2e9-b25a3811e374\", \"5816f1df-cb99-4d3e-9b1f-e2d39c6bfc68\", \"676c84e4-13f1-4e73-8ecf-baec449a95c6\", \"9b5b4b42-cd8c-49dc-87ae-0e03d46491ff\", \"e6442df1-26a2-4c32-8700-32b98b15f40e\"], \"total_duration\": 1152.0, \"total_sessions\": 9, \"mean_week_duration\": 5.358}, \"42474\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-08-14 06:05:33.000000+00:00\", \"2020-06-17 21:19:53.000000+00:00\"], \"session_ids\": [\"eaa789a0-ed6b-43e7-8924-bd3da78b67dc\", \"3b614a2a-4b21-4299-81ff-5cd12c46a121\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 3.377}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 3 and are less than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[3, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"71283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-01-20 12:18:25.000000+00:00\", \"2022-05-25 21:55:31.000000+00:00\", \"2020-12-07 11:52:04.000000+00:00\", \"2023-06-06 11:51:26.000000+00:00\"], \"session_ids\": [\"a51bf669-1940-4b39-a497-6b7fa5189433\", \"65aa2121-0c72-42fd-ab6e-efa41a17b85f\", \"8e27e4fa-9d8a-4e10-b7c7-73d8d33c1215\", \"79979758-714e-4657-8b26-d8dc697086fd\"], \"total_duration\": 435.0, \"total_sessions\": 4, \"mean_week_duration\": 3.346}}\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[{\"71283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-01-20 12:18:25.000000+00:00\", \"2022-05-25 21:55:31.000000+00:00\", \"2020-12-07 11:52:04.000000+00:00\", \"2023-06-06 11:51:26.000000+00:00\"], \"session_ids\": [\"a51bf669-1940-4b39-a497-6b7fa5189433\", \"65aa2121-0c72-42fd-ab6e-efa41a17b85f\", \"8e27e4fa-9d8a-4e10-b7c7-73d8d33c1215\", \"79979758-714e-4657-8b26-d8dc697086fd\"], \"total_duration\": 435.0, \"total_sessions\": 4, \"mean_week_duration\": 3.346}}]\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[{\"71283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-01-20 12:18:25.000000+00:00\", \"2022-05-25 21:55:31.000000+00:00\", \"2020-12-07 11:52:04.000000+00:00\", \"2023-06-06 11:51:26.000000+00:00\"], \"session_ids\": [\"a51bf669-1940-4b39-a497-6b7fa5189433\", \"65aa2121-0c72-42fd-ab6e-efa41a17b85f\", \"8e27e4fa-9d8a-4e10-b7c7-73d8d33c1215\", \"79979758-714e-4657-8b26-d8dc697086fd\"], \"total_duration\": 435.0, \"total_sessions\": 4, \"mean_week_duration\": 3.346}}]\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[{\"71283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-01-20 12:18:25.000000+00:00\", \"2022-05-25 21:55:31.000000+00:00\", \"2020-12-07 11:52:04.000000+00:00\", \"2023-06-06 11:51:26.000000+00:00\"], \"session_ids\": [\"a51bf669-1940-4b39-a497-6b7fa5189433\", \"65aa2121-0c72-42fd-ab6e-efa41a17b85f\", \"8e27e4fa-9d8a-4e10-b7c7-73d8d33c1215\", \"79979758-714e-4657-8b26-d8dc697086fd\"], \"total_duration\": 435.0, \"total_sessions\": 4, \"mean_week_duration\": 3.346}}]\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 doesn't currently live in cities Mumbai, Budapest, Tegucigalpa, Lima, Kuala Lumpur , and do sorting by overall total sessions asc , and provide me only with 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44697\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-31 18:21:36.000000+00:00\", \"2022-11-16 18:00:00.000000+00:00\", \"2019-05-09 23:59:02.000000+00:00\", \"2019-07-10 21:30:45.000000+00:00\", \"2019-06-22 10:17:06.000000+00:00\", \"2020-06-08 18:00:28.000000+00:00\", \"2022-07-21 17:59:10.000000+00:00\", \"2022-12-19 06:28:44.000000+00:00\", \"2023-02-06 23:16:44.000000+00:00\"], \"session_ids\": [\"f93ade8b-01b5-46a3-885c-1e55fe6dcdaa\", \"b51e30f6-e25e-4571-83a2-c288a8257cd8\", \"6742e81a-6ea7-464c-86e0-ccdd520c079d\", \"49f1fd4a-85c5-4f6d-93bf-dbe4cec688c1\", \"559c0c26-6b16-44e3-98a5-30f15cee3792\", \"9cdfc19a-0cf9-41d5-83b0-a35a3b6349bd\", \"47ab7ab2-8b97-4cc3-80d0-83082b297201\", \"428e0dcd-aaf6-44e0-9b39-1754793431cb\", \"d9568a29-08a4-4759-a522-53bcf467172f\"], \"total_duration\": 3335.0, \"total_sessions\": 9, \"mean_week_duration\": 17.015}, \"92583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-08 10:46:29.000000+00:00\", \"2019-04-09 10:36:36.000000+00:00\"], \"session_ids\": [\"d0c8dbd5-8898-4521-9784-ca49811c0d1b\", \"be96bc5f-0f23-4148-93b3-8f31aae10a3d\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 2.548}, \"65061\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-04 00:18:00.000000+00:00\", \"2023-05-29 02:38:01.000000+00:00\", \"2021-12-14 16:09:35.000000+00:00\"], \"session_ids\": [\"b4762035-69e3-4548-8b72-764935b3296e\", \"7a7c037b-1942-4631-8092-731adbc5cb7a\", \"f973e9c0-9e85-4094-b792-65d5feb4a7cc\"], \"total_duration\": 23.0, \"total_sessions\": 3, \"mean_week_duration\": 0.23}, \"54659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-03-09 23:51:08.000000+00:00\", \"2021-06-29 13:13:19.000000+00:00\", \"2022-09-29 18:40:28.000000+00:00\"], \"session_ids\": [\"0bc63eb5-71be-4b29-bc9c-002630c907fe\", \"d421b2ab-84bd-43bc-bb77-d2bb8176da6e\", \"90b08f8b-3aa9-4191-b0b7-921a30915f3c\"], \"total_duration\": 207.0, \"total_sessions\": 3, \"mean_week_duration\": 1.113}, \"69076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-01-26 00:47:23.000000+00:00\", \"2022-05-10 21:12:38.000000+00:00\"], \"session_ids\": [\"53f52b02-cb33-48fe-933e-d54ca0f96737\", \"e7cffb0a-7b9d-4506-903d-316c9a5b65f7\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 1.983}, \"47724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-12-28 07:08:48.000000+00:00\", \"2021-06-19 08:53:13.000000+00:00\", \"2022-12-02 01:35:57.000000+00:00\", \"2021-12-06 15:28:04.000000+00:00\", \"2020-02-29 04:10:42.000000+00:00\", \"2023-03-07 21:11:10.000000+00:00\", \"2019-03-14 14:48:49.000000+00:00\", \"2020-06-27 04:54:26.000000+00:00\", \"2022-07-13 07:21:33.000000+00:00\", \"2019-02-18 04:29:39.000000+00:00\", \"2022-07-14 00:59:34.000000+00:00\"], \"session_ids\": [\"e09b34ef-9cf1-413e-9049-d9501c3ad9df\", \"bb367bbd-8505-402d-a507-57b142fefa12\", \"2bab32c2-409a-4992-a495-fe9d21353e92\", \"6f109830-e2b4-42db-a57f-d2da630bcc3a\", \"0619e574-0680-44af-a569-a616691ae947\", \"eb8e6fe2-813e-4660-82db-571e00ad8613\", \"030d6dc3-653a-4e9d-a9a0-782cfa8d897a\", \"442c4e88-cbf0-4684-af36-c1f16b1094d4\", \"b9b6ce07-a070-4f23-9f82-09caf7ab4218\", \"43b985eb-788c-4966-8031-bf4c2c87971b\", \"dee482ed-0549-413c-bbcd-aceeffb59824\"], \"total_duration\": 26062.0, \"total_sessions\": 11, \"mean_week_duration\": 122.934}, \"26693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-02-10 01:55:23.000000+00:00\", \"2023-04-16 14:14:41.000000+00:00\"], \"session_ids\": [\"1fe5ead5-3506-4f0b-a973-b374ccbc7b6e\", \"b2a53d7c-fa0c-4dbf-806c-e6b1a13935b0\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.629}, \"85798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-12-21 22:13:08.000000+00:00\", \"2022-05-18 13:10:12.000000+00:00\"], \"session_ids\": [\"c9a46152-80a2-49b3-b471-5c8b311a5060\", \"4281e057-9dbd-40ea-8633-691dd0912d76\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 7.677}, \"59337\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-18 16:55:34.000000+00:00\", \"2023-04-03 05:58:18.000000+00:00\", \"2020-08-10 17:34:40.000000+00:00\", \"2020-12-25 18:50:58.000000+00:00\"], \"session_ids\": [\"ef4e5087-1dbc-407d-aa78-68c51e6757df\", \"f4cd3e8f-0e27-4fb4-8c35-7fd9ff7d9e2c\", \"95267930-6e22-4431-b3a2-feed2e86f183\", \"256e6209-52f8-44bf-b166-2e3c9eb38333\"], \"total_duration\": 759.0, \"total_sessions\": 4, \"mean_week_duration\": 4.413}, \"21628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-21 00:08:34.000000+00:00\", \"2023-01-13 04:19:05.000000+00:00\", \"2019-09-15 09:41:20.000000+00:00\", \"2022-10-07 07:11:21.000000+00:00\"], \"session_ids\": [\"a7caa806-65d4-4b03-a2f3-13f39cf995d1\", \"91da68b6-b8d5-493d-bb14-91cd1f4ee187\", \"ef3919ff-be90-4674-a3a8-d20e2d181a00\", \"6c115c4c-59d8-4386-a4b8-43e5a96db1b7\"], \"total_duration\": 1627.0, \"total_sessions\": 4, \"mean_week_duration\": 9.351}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Mumbai, Budapest, Tegucigalpa, Lima, Kuala Lumpur"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Mumbai\", \"Budapest\", \"Tegucigalpa\", \"Lima\", \"Kuala Lumpur\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44697\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-31 18:21:36.000000+00:00\", \"2022-11-16 18:00:00.000000+00:00\", \"2019-05-09 23:59:02.000000+00:00\", \"2019-07-10 21:30:45.000000+00:00\", \"2019-06-22 10:17:06.000000+00:00\", \"2020-06-08 18:00:28.000000+00:00\", \"2022-07-21 17:59:10.000000+00:00\", \"2022-12-19 06:28:44.000000+00:00\", \"2023-02-06 23:16:44.000000+00:00\"], \"session_ids\": [\"f93ade8b-01b5-46a3-885c-1e55fe6dcdaa\", \"b51e30f6-e25e-4571-83a2-c288a8257cd8\", \"6742e81a-6ea7-464c-86e0-ccdd520c079d\", \"49f1fd4a-85c5-4f6d-93bf-dbe4cec688c1\", \"559c0c26-6b16-44e3-98a5-30f15cee3792\", \"9cdfc19a-0cf9-41d5-83b0-a35a3b6349bd\", \"47ab7ab2-8b97-4cc3-80d0-83082b297201\", \"428e0dcd-aaf6-44e0-9b39-1754793431cb\", \"d9568a29-08a4-4759-a522-53bcf467172f\"], \"total_duration\": 3335.0, \"total_sessions\": 9, \"mean_week_duration\": 17.015}, \"92583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-08 10:46:29.000000+00:00\", \"2019-04-09 10:36:36.000000+00:00\"], \"session_ids\": [\"d0c8dbd5-8898-4521-9784-ca49811c0d1b\", \"be96bc5f-0f23-4148-93b3-8f31aae10a3d\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 2.548}, \"65061\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-04 00:18:00.000000+00:00\", \"2023-05-29 02:38:01.000000+00:00\", \"2021-12-14 16:09:35.000000+00:00\"], \"session_ids\": [\"b4762035-69e3-4548-8b72-764935b3296e\", \"7a7c037b-1942-4631-8092-731adbc5cb7a\", \"f973e9c0-9e85-4094-b792-65d5feb4a7cc\"], \"total_duration\": 23.0, \"total_sessions\": 3, \"mean_week_duration\": 0.23}, \"54659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-03-09 23:51:08.000000+00:00\", \"2021-06-29 13:13:19.000000+00:00\", \"2022-09-29 18:40:28.000000+00:00\"], \"session_ids\": [\"0bc63eb5-71be-4b29-bc9c-002630c907fe\", \"d421b2ab-84bd-43bc-bb77-d2bb8176da6e\", \"90b08f8b-3aa9-4191-b0b7-921a30915f3c\"], \"total_duration\": 207.0, \"total_sessions\": 3, \"mean_week_duration\": 1.113}, \"69076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-01-26 00:47:23.000000+00:00\", \"2022-05-10 21:12:38.000000+00:00\"], \"session_ids\": [\"53f52b02-cb33-48fe-933e-d54ca0f96737\", \"e7cffb0a-7b9d-4506-903d-316c9a5b65f7\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 1.983}, \"47724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-12-28 07:08:48.000000+00:00\", \"2021-06-19 08:53:13.000000+00:00\", \"2022-12-02 01:35:57.000000+00:00\", \"2021-12-06 15:28:04.000000+00:00\", \"2020-02-29 04:10:42.000000+00:00\", \"2023-03-07 21:11:10.000000+00:00\", \"2019-03-14 14:48:49.000000+00:00\", \"2020-06-27 04:54:26.000000+00:00\", \"2022-07-13 07:21:33.000000+00:00\", \"2019-02-18 04:29:39.000000+00:00\", \"2022-07-14 00:59:34.000000+00:00\"], \"session_ids\": [\"e09b34ef-9cf1-413e-9049-d9501c3ad9df\", \"bb367bbd-8505-402d-a507-57b142fefa12\", \"2bab32c2-409a-4992-a495-fe9d21353e92\", \"6f109830-e2b4-42db-a57f-d2da630bcc3a\", \"0619e574-0680-44af-a569-a616691ae947\", \"eb8e6fe2-813e-4660-82db-571e00ad8613\", \"030d6dc3-653a-4e9d-a9a0-782cfa8d897a\", \"442c4e88-cbf0-4684-af36-c1f16b1094d4\", \"b9b6ce07-a070-4f23-9f82-09caf7ab4218\", \"43b985eb-788c-4966-8031-bf4c2c87971b\", \"dee482ed-0549-413c-bbcd-aceeffb59824\"], \"total_duration\": 26062.0, \"total_sessions\": 11, \"mean_week_duration\": 122.934}, \"26693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-02-10 01:55:23.000000+00:00\", \"2023-04-16 14:14:41.000000+00:00\"], \"session_ids\": [\"1fe5ead5-3506-4f0b-a973-b374ccbc7b6e\", \"b2a53d7c-fa0c-4dbf-806c-e6b1a13935b0\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.629}, \"85798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-12-21 22:13:08.000000+00:00\", \"2022-05-18 13:10:12.000000+00:00\"], \"session_ids\": [\"c9a46152-80a2-49b3-b471-5c8b311a5060\", \"4281e057-9dbd-40ea-8633-691dd0912d76\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 7.677}, \"59337\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-18 16:55:34.000000+00:00\", \"2023-04-03 05:58:18.000000+00:00\", \"2020-08-10 17:34:40.000000+00:00\", \"2020-12-25 18:50:58.000000+00:00\"], \"session_ids\": [\"ef4e5087-1dbc-407d-aa78-68c51e6757df\", \"f4cd3e8f-0e27-4fb4-8c35-7fd9ff7d9e2c\", \"95267930-6e22-4431-b3a2-feed2e86f183\", \"256e6209-52f8-44bf-b166-2e3c9eb38333\"], \"total_duration\": 759.0, \"total_sessions\": 4, \"mean_week_duration\": 4.413}, \"21628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-21 00:08:34.000000+00:00\", \"2023-01-13 04:19:05.000000+00:00\", \"2019-09-15 09:41:20.000000+00:00\", \"2022-10-07 07:11:21.000000+00:00\"], \"session_ids\": [\"a7caa806-65d4-4b03-a2f3-13f39cf995d1\", \"91da68b6-b8d5-493d-bb14-91cd1f4ee187\", \"ef3919ff-be90-4674-a3a8-d20e2d181a00\", \"6c115c4c-59d8-4386-a4b8-43e5a96db1b7\"], \"total_duration\": 1627.0, \"total_sessions\": 4, \"mean_week_duration\": 9.351}}\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[{\"92583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-08 10:46:29.000000+00:00\", \"2019-04-09 10:36:36.000000+00:00\"], \"session_ids\": [\"d0c8dbd5-8898-4521-9784-ca49811c0d1b\", \"be96bc5f-0f23-4148-93b3-8f31aae10a3d\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 2.548}}, {\"69076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-01-26 00:47:23.000000+00:00\", \"2022-05-10 21:12:38.000000+00:00\"], \"session_ids\": [\"53f52b02-cb33-48fe-933e-d54ca0f96737\", \"e7cffb0a-7b9d-4506-903d-316c9a5b65f7\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 1.983}}, {\"26693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-02-10 01:55:23.000000+00:00\", \"2023-04-16 14:14:41.000000+00:00\"], \"session_ids\": [\"1fe5ead5-3506-4f0b-a973-b374ccbc7b6e\", \"b2a53d7c-fa0c-4dbf-806c-e6b1a13935b0\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.629}}, {\"85798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-12-21 22:13:08.000000+00:00\", \"2022-05-18 13:10:12.000000+00:00\"], \"session_ids\": [\"c9a46152-80a2-49b3-b471-5c8b311a5060\", \"4281e057-9dbd-40ea-8633-691dd0912d76\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 7.677}}, {\"65061\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-04 00:18:00.000000+00:00\", \"2023-05-29 02:38:01.000000+00:00\", \"2021-12-14 16:09:35.000000+00:00\"], \"session_ids\": [\"b4762035-69e3-4548-8b72-764935b3296e\", \"7a7c037b-1942-4631-8092-731adbc5cb7a\", \"f973e9c0-9e85-4094-b792-65d5feb4a7cc\"], \"total_duration\": 23.0, \"total_sessions\": 3, \"mean_week_duration\": 0.23}}, {\"54659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-03-09 23:51:08.000000+00:00\", \"2021-06-29 13:13:19.000000+00:00\", \"2022-09-29 18:40:28.000000+00:00\"], \"session_ids\": [\"0bc63eb5-71be-4b29-bc9c-002630c907fe\", \"d421b2ab-84bd-43bc-bb77-d2bb8176da6e\", \"90b08f8b-3aa9-4191-b0b7-921a30915f3c\"], \"total_duration\": 207.0, \"total_sessions\": 3, \"mean_week_duration\": 1.113}}, {\"59337\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-18 16:55:34.000000+00:00\", \"2023-04-03 05:58:18.000000+00:00\", \"2020-08-10 17:34:40.000000+00:00\", \"2020-12-25 18:50:58.000000+00:00\"], \"session_ids\": [\"ef4e5087-1dbc-407d-aa78-68c51e6757df\", \"f4cd3e8f-0e27-4fb4-8c35-7fd9ff7d9e2c\", \"95267930-6e22-4431-b3a2-feed2e86f183\", \"256e6209-52f8-44bf-b166-2e3c9eb38333\"], \"total_duration\": 759.0, \"total_sessions\": 4, \"mean_week_duration\": 4.413}}, {\"21628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-21 00:08:34.000000+00:00\", \"2023-01-13 04:19:05.000000+00:00\", \"2019-09-15 09:41:20.000000+00:00\", \"2022-10-07 07:11:21.000000+00:00\"], \"session_ids\": [\"a7caa806-65d4-4b03-a2f3-13f39cf995d1\", \"91da68b6-b8d5-493d-bb14-91cd1f4ee187\", \"ef3919ff-be90-4674-a3a8-d20e2d181a00\", \"6c115c4c-59d8-4386-a4b8-43e5a96db1b7\"], \"total_duration\": 1627.0, \"total_sessions\": 4, \"mean_week_duration\": 9.351}}, {\"44697\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-31 18:21:36.000000+00:00\", \"2022-11-16 18:00:00.000000+00:00\", \"2019-05-09 23:59:02.000000+00:00\", \"2019-07-10 21:30:45.000000+00:00\", \"2019-06-22 10:17:06.000000+00:00\", \"2020-06-08 18:00:28.000000+00:00\", \"2022-07-21 17:59:10.000000+00:00\", \"2022-12-19 06:28:44.000000+00:00\", \"2023-02-06 23:16:44.000000+00:00\"], \"session_ids\": [\"f93ade8b-01b5-46a3-885c-1e55fe6dcdaa\", \"b51e30f6-e25e-4571-83a2-c288a8257cd8\", \"6742e81a-6ea7-464c-86e0-ccdd520c079d\", \"49f1fd4a-85c5-4f6d-93bf-dbe4cec688c1\", \"559c0c26-6b16-44e3-98a5-30f15cee3792\", \"9cdfc19a-0cf9-41d5-83b0-a35a3b6349bd\", \"47ab7ab2-8b97-4cc3-80d0-83082b297201\", \"428e0dcd-aaf6-44e0-9b39-1754793431cb\", \"d9568a29-08a4-4759-a522-53bcf467172f\"], \"total_duration\": 3335.0, \"total_sessions\": 9, \"mean_week_duration\": 17.015}}, {\"47724\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-12-28 07:08:48.000000+00:00\", \"2021-06-19 08:53:13.000000+00:00\", \"2022-12-02 01:35:57.000000+00:00\", \"2021-12-06 15:28:04.000000+00:00\", \"2020-02-29 04:10:42.000000+00:00\", \"2023-03-07 21:11:10.000000+00:00\", \"2019-03-14 14:48:49.000000+00:00\", \"2020-06-27 04:54:26.000000+00:00\", \"2022-07-13 07:21:33.000000+00:00\", \"2019-02-18 04:29:39.000000+00:00\", \"2022-07-14 00:59:34.000000+00:00\"], \"session_ids\": [\"e09b34ef-9cf1-413e-9049-d9501c3ad9df\", \"bb367bbd-8505-402d-a507-57b142fefa12\", \"2bab32c2-409a-4992-a495-fe9d21353e92\", \"6f109830-e2b4-42db-a57f-d2da630bcc3a\", \"0619e574-0680-44af-a569-a616691ae947\", \"eb8e6fe2-813e-4660-82db-571e00ad8613\", \"030d6dc3-653a-4e9d-a9a0-782cfa8d897a\", \"442c4e88-cbf0-4684-af36-c1f16b1094d4\", \"b9b6ce07-a070-4f23-9f82-09caf7ab4218\", \"43b985eb-788c-4966-8031-bf4c2c87971b\", \"dee482ed-0549-413c-bbcd-aceeffb59824\"], \"total_duration\": 26062.0, \"total_sessions\": 11, \"mean_week_duration\": 122.934}}]\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[{\"92583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-08 10:46:29.000000+00:00\", \"2019-04-09 10:36:36.000000+00:00\"], \"session_ids\": [\"d0c8dbd5-8898-4521-9784-ca49811c0d1b\", \"be96bc5f-0f23-4148-93b3-8f31aae10a3d\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 2.548}}, {\"69076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-01-26 00:47:23.000000+00:00\", \"2022-05-10 21:12:38.000000+00:00\"], \"session_ids\": [\"53f52b02-cb33-48fe-933e-d54ca0f96737\", \"e7cffb0a-7b9d-4506-903d-316c9a5b65f7\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 1.983}}, {\"26693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-02-10 01:55:23.000000+00:00\", \"2023-04-16 14:14:41.000000+00:00\"], \"session_ids\": [\"1fe5ead5-3506-4f0b-a973-b374ccbc7b6e\", \"b2a53d7c-fa0c-4dbf-806c-e6b1a13935b0\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.629}}, {\"85798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-12-21 22:13:08.000000+00:00\", \"2022-05-18 13:10:12.000000+00:00\"], \"session_ids\": [\"c9a46152-80a2-49b3-b471-5c8b311a5060\", \"4281e057-9dbd-40ea-8633-691dd0912d76\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 7.677}}]\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[{\"92583\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-06-08 10:46:29.000000+00:00\", \"2019-04-09 10:36:36.000000+00:00\"], \"session_ids\": [\"d0c8dbd5-8898-4521-9784-ca49811c0d1b\", \"be96bc5f-0f23-4148-93b3-8f31aae10a3d\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 2.548}}, {\"69076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-01-26 00:47:23.000000+00:00\", \"2022-05-10 21:12:38.000000+00:00\"], \"session_ids\": [\"53f52b02-cb33-48fe-933e-d54ca0f96737\", \"e7cffb0a-7b9d-4506-903d-316c9a5b65f7\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 1.983}}, {\"26693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-02-10 01:55:23.000000+00:00\", \"2023-04-16 14:14:41.000000+00:00\"], \"session_ids\": [\"1fe5ead5-3506-4f0b-a973-b374ccbc7b6e\", \"b2a53d7c-fa0c-4dbf-806c-e6b1a13935b0\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.629}}, {\"85798\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-12-21 22:13:08.000000+00:00\", \"2022-05-18 13:10:12.000000+00:00\"], \"session_ids\": [\"c9a46152-80a2-49b3-b471-5c8b311a5060\", \"4281e057-9dbd-40ea-8633-691dd0912d76\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 7.677}}]\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 7 users to me with a overall total sessions that is above 5 and below 8, exclusive 8 inclusive 5 , and put to use sorting by overall total sessions descending plus save only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"47125\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2020-01-13 00:18:22.000000+00:00\", \"2019-10-08 21:04:02.000000+00:00\"], \"session_ids\": [\"c5e541fb-77cc-4b98-bb2a-acb76b0c7a70\", \"3b64317b-a3f9-453c-9d02-831bff351f16\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 1.071}, \"29507\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-11-05 10:51:34.000000+00:00\", \"2021-01-13 07:08:42.000000+00:00\"], \"session_ids\": [\"956433df-f7b8-4d1c-bdfb-987475be57c0\", \"454dddf8-72f6-4cf5-803f-1090595479f6\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 3.14}, \"74352\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-11 14:29:51.000000+00:00\", \"2020-11-05 05:09:01.000000+00:00\", \"2023-01-30 13:25:09.000000+00:00\"], \"session_ids\": [\"09c1ebfc-ba6d-4ca1-b812-85a83e00df99\", \"a1e2d1bd-1f1d-41eb-975e-40869c32897e\", \"d23d6cc5-c797-451f-9fed-b9e884981a2b\"], \"total_duration\": 268.0, \"total_sessions\": 3, \"mean_week_duration\": 2.291}, \"94013\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-02-05 08:34:14.000000+00:00\", \"2021-07-05 06:56:54.000000+00:00\", \"2021-03-10 20:44:42.000000+00:00\"], \"session_ids\": [\"3b04c6ab-9281-4ef3-8cce-aeaf812d26f2\", \"2823a90c-2c2d-49d8-949f-1d5b78f5b4c0\", \"826de0ce-c572-4adf-84fb-b27018a2581b\"], \"total_duration\": 893.0, \"total_sessions\": 3, \"mean_week_duration\": 7.087}, \"19983\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-01-10 23:51:50.000000+00:00\", \"2019-04-21 15:15:22.000000+00:00\"], \"session_ids\": [\"c87963af-31be-4cbb-b6f3-e7639d00e3c6\", \"78b051b6-2706-47a1-940c-0b78cbadacce\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 12.868}, \"88288\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-30 22:48:25.000000+00:00\", \"2020-03-07 04:04:11.000000+00:00\"], \"session_ids\": [\"22586884-7537-444b-88bc-29cb492fad77\", \"63334e80-4d6b-4818-9803-6454b2efba4e\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.184}, \"34314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-01-28 20:19:11.000000+00:00\", \"2022-10-15 19:58:11.000000+00:00\", \"2022-03-20 08:16:01.000000+00:00\", \"2019-08-23 13:58:51.000000+00:00\", \"2023-04-06 13:28:20.000000+00:00\", \"2019-01-02 16:33:07.000000+00:00\"], \"session_ids\": [\"5d558fca-792f-467b-8461-5d94c65f18bd\", \"5d58e8a4-4122-4898-8281-62bd9fa93115\", \"34eb6336-4458-4665-bc54-9da56fccd52b\", \"488e6552-b1a5-484d-89b8-0ab0aad48a44\", \"5e17a53f-cbcd-48c3-aff0-d28b1e76df33\", \"30ce4b00-52b8-45b6-996a-98fc821bea8b\"], \"total_duration\": 3757.0, \"total_sessions\": 6, \"mean_week_duration\": 16.923}, \"45692\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-11-07 08:48:24.000000+00:00\", \"2022-08-14 12:49:20.000000+00:00\", \"2021-01-22 17:16:58.000000+00:00\"], \"session_ids\": [\"54534893-fead-42c9-8dfe-df3f48107511\", \"92aa1a83-d8ff-4714-8f53-fe7c1c876d06\", \"7641c3fd-d41d-4104-9165-077d699e4fae\"], \"total_duration\": 568.0, \"total_sessions\": 3, \"mean_week_duration\": 3.917}, \"14419\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-04-15 11:23:45.000000+00:00\", \"2019-03-22 20:24:09.000000+00:00\", \"2021-10-05 06:34:35.000000+00:00\", \"2023-05-11 16:55:35.000000+00:00\"], \"session_ids\": [\"70bffd8e-726e-4258-97bf-6609dc49dba5\", \"892c2eab-0b6e-4049-9dce-0808a61e442b\", \"723455bf-4f8a-4ecd-af63-2374ede2df31\", \"b235274e-ee70-4f5c-9f81-6457bf8b4f65\"], \"total_duration\": 476.0, \"total_sessions\": 4, \"mean_week_duration\": 2.204}, \"41625\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-03-09 23:02:59.000000+00:00\", \"2019-01-05 15:40:31.000000+00:00\", \"2020-12-22 12:37:48.000000+00:00\"], \"session_ids\": [\"ffc5c319-b7cc-45a3-81d2-dd6f02139857\", \"eb4e41fb-06cd-4905-b731-d406c240cc65\", \"05706ec4-a863-4a72-8b7d-2a961039323e\"], \"total_duration\": 843.0, \"total_sessions\": 3, \"mean_week_duration\": 5.078}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 5 and are less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[5, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"34314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-01-28 20:19:11.000000+00:00\", \"2022-10-15 19:58:11.000000+00:00\", \"2022-03-20 08:16:01.000000+00:00\", \"2019-08-23 13:58:51.000000+00:00\", \"2023-04-06 13:28:20.000000+00:00\", \"2019-01-02 16:33:07.000000+00:00\"], \"session_ids\": [\"5d558fca-792f-467b-8461-5d94c65f18bd\", \"5d58e8a4-4122-4898-8281-62bd9fa93115\", \"34eb6336-4458-4665-bc54-9da56fccd52b\", \"488e6552-b1a5-484d-89b8-0ab0aad48a44\", \"5e17a53f-cbcd-48c3-aff0-d28b1e76df33\", \"30ce4b00-52b8-45b6-996a-98fc821bea8b\"], \"total_duration\": 3757.0, \"total_sessions\": 6, \"mean_week_duration\": 16.923}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"34314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-01-28 20:19:11.000000+00:00\", \"2022-10-15 19:58:11.000000+00:00\", \"2022-03-20 08:16:01.000000+00:00\", \"2019-08-23 13:58:51.000000+00:00\", \"2023-04-06 13:28:20.000000+00:00\", \"2019-01-02 16:33:07.000000+00:00\"], \"session_ids\": [\"5d558fca-792f-467b-8461-5d94c65f18bd\", \"5d58e8a4-4122-4898-8281-62bd9fa93115\", \"34eb6336-4458-4665-bc54-9da56fccd52b\", \"488e6552-b1a5-484d-89b8-0ab0aad48a44\", \"5e17a53f-cbcd-48c3-aff0-d28b1e76df33\", \"30ce4b00-52b8-45b6-996a-98fc821bea8b\"], \"total_duration\": 3757.0, \"total_sessions\": 6, \"mean_week_duration\": 16.923}}]\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[{\"34314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-01-28 20:19:11.000000+00:00\", \"2022-10-15 19:58:11.000000+00:00\", \"2022-03-20 08:16:01.000000+00:00\", \"2019-08-23 13:58:51.000000+00:00\", \"2023-04-06 13:28:20.000000+00:00\", \"2019-01-02 16:33:07.000000+00:00\"], \"session_ids\": [\"5d558fca-792f-467b-8461-5d94c65f18bd\", \"5d58e8a4-4122-4898-8281-62bd9fa93115\", \"34eb6336-4458-4665-bc54-9da56fccd52b\", \"488e6552-b1a5-484d-89b8-0ab0aad48a44\", \"5e17a53f-cbcd-48c3-aff0-d28b1e76df33\", \"30ce4b00-52b8-45b6-996a-98fc821bea8b\"], \"total_duration\": 3757.0, \"total_sessions\": 6, \"mean_week_duration\": 16.923}}]\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[{\"34314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-01-28 20:19:11.000000+00:00\", \"2022-10-15 19:58:11.000000+00:00\", \"2022-03-20 08:16:01.000000+00:00\", \"2019-08-23 13:58:51.000000+00:00\", \"2023-04-06 13:28:20.000000+00:00\", \"2019-01-02 16:33:07.000000+00:00\"], \"session_ids\": [\"5d558fca-792f-467b-8461-5d94c65f18bd\", \"5d58e8a4-4122-4898-8281-62bd9fa93115\", \"34eb6336-4458-4665-bc54-9da56fccd52b\", \"488e6552-b1a5-484d-89b8-0ab0aad48a44\", \"5e17a53f-cbcd-48c3-aff0-d28b1e76df33\", \"30ce4b00-52b8-45b6-996a-98fc821bea8b\"], \"total_duration\": 3757.0, \"total_sessions\": 6, \"mean_week_duration\": 16.923}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about 8 users I can find living in cities Vienna, Bangkok, Guatemala City in addition implement sorting by sessions summation in ascending order."
}
] |
[
{
"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{\"96886\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-02-27 21:10:03.000000+00:00\", \"2023-05-24 00:34:54.000000+00:00\"], \"session_ids\": [\"245aa170-22bd-44e9-8101-889e58b97ac6\", \"054d45fc-8138-4375-a00d-6638c95b4a4f\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 21.231}, \"83454\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 8, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-05-04 16:02:43.000000+00:00\", \"2020-04-07 20:16:09.000000+00:00\", \"2022-01-21 23:14:59.000000+00:00\", \"2021-06-23 09:41:16.000000+00:00\", \"2020-04-26 18:43:48.000000+00:00\", \"2021-12-05 16:38:32.000000+00:00\", \"2022-02-13 21:10:46.000000+00:00\", \"2020-04-07 19:13:24.000000+00:00\"], \"session_ids\": [\"fcd7703c-a458-48f6-87ad-827533008d02\", \"a6897974-0dce-477d-b143-f61d2e7b3c1f\", \"3052ddff-8fb0-494c-af01-0d23e16c5d23\", \"2a96fe79-8d3e-4d2e-ad7f-a17e72a869ce\", \"5b5ea20c-e3a1-4f4d-8d0f-6cb056c9e248\", \"98698aa1-ef07-4f25-bb1c-fd8ed86d9733\", \"1b4e63dc-4567-4985-a571-4b632a229dd1\", \"d7f8def0-0a93-470b-ab99-15215e5fe8a0\"], \"total_duration\": 363.0, \"total_sessions\": 8, \"mean_week_duration\": 3.361}, \"28251\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-11-12 01:31:17.000000+00:00\", \"2019-10-16 21:32:07.000000+00:00\", \"2022-02-10 00:57:13.000000+00:00\"], \"session_ids\": [\"c980018e-5a39-4fd1-9a8e-a08c5f3de79b\", \"42be74a0-3265-4ae5-8197-635c0799164d\", \"4b4b8f5e-a381-4065-b880-190c813dc8cd\"], \"total_duration\": 239.0, \"total_sessions\": 3, \"mean_week_duration\": 1.484}, \"95778\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-06-21 17:15:54.000000+00:00\", \"2021-07-21 06:40:29.000000+00:00\"], \"session_ids\": [\"0f184901-e247-4c87-aac9-3a8b208d1257\", \"a7552657-837f-4642-bbbf-96af6921ff5a\"], \"total_duration\": 442.0, \"total_sessions\": 2, \"mean_week_duration\": 7.754}, \"91297\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-02 05:54:52.000000+00:00\", \"2023-03-23 04:38:45.000000+00:00\"], \"session_ids\": [\"c25957ef-8edc-42ff-ae68-0500230a4c14\", \"14265490-cb89-4c60-90ba-b5e891ce5d7c\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 1.483}, \"71462\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-02 00:51:57.000000+00:00\", \"2022-07-08 14:44:15.000000+00:00\", \"2021-07-25 22:33:49.000000+00:00\", \"2023-03-28 02:07:54.000000+00:00\", \"2022-06-19 21:53:10.000000+00:00\", \"2021-03-21 04:27:35.000000+00:00\", \"2023-03-23 04:29:54.000000+00:00\"], \"session_ids\": [\"efc2f670-4f5f-40df-b011-223c672e6cd3\", \"0868068e-e86c-4ca4-9966-2617bc05653f\", \"06b50322-57dd-4ba0-9d3e-e33255ea0a14\", \"cc957fb9-589e-4c4c-8c70-08a58e61911c\", \"6437738f-f0b6-417a-b3fd-ed74a67bc85f\", \"d0be043e-babc-49cd-ad99-d43d0ab3eb58\", \"679e856b-0a5a-4e4f-9030-993253ef7c65\"], \"total_duration\": 295.0, \"total_sessions\": 7, \"mean_week_duration\": 1.578}, \"90144\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-04-22 16:44:31.000000+00:00\", \"2021-02-03 22:23:32.000000+00:00\"], \"session_ids\": [\"7c42e1d9-d44f-4195-abad-d29cc06a1365\", \"eafb5c9c-c0fc-4b01-a267-f021442111ad\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 1.851}, \"59011\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-14 22:45:28.000000+00:00\", \"2021-08-15 02:26:20.000000+00:00\"], \"session_ids\": [\"e5f65889-8cb9-4261-a703-c8f109bb0f81\", \"54ec672e-808f-4223-8b76-704bfcadd888\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 1.13}, \"36001\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-11-02 08:39:57.000000+00:00\", \"2020-03-07 20:07:02.000000+00:00\", \"2019-12-13 15:41:39.000000+00:00\"], \"session_ids\": [\"ecbaaeb4-af46-419c-8ea0-40c8b5231f37\", \"da3554a5-a460-468c-bf86-2433356b87b3\", \"ed1515b3-7ee6-4f78-932f-cc26fc67044d\"], \"total_duration\": 510.0, \"total_sessions\": 3, \"mean_week_duration\": 3.377}, \"46959\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-28 16:26:55.000000+00:00\", \"2022-10-24 07:28:38.000000+00:00\"], \"session_ids\": [\"e352e568-ac94-4fc4-9107-1ff66c0443f6\", \"189083c4-bcec-43f1-b4b9-9d8d44023513\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 23.684}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Vienna, Bangkok, Guatemala City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Vienna\", \"Bangkok\", \"Guatemala City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"59011\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-14 22:45:28.000000+00:00\", \"2021-08-15 02:26:20.000000+00:00\"], \"session_ids\": [\"e5f65889-8cb9-4261-a703-c8f109bb0f81\", \"54ec672e-808f-4223-8b76-704bfcadd888\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 1.13}}\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[{\"59011\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-14 22:45:28.000000+00:00\", \"2021-08-15 02:26:20.000000+00:00\"], \"session_ids\": [\"e5f65889-8cb9-4261-a703-c8f109bb0f81\", \"54ec672e-808f-4223-8b76-704bfcadd888\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 1.13}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59011\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-14 22:45:28.000000+00:00\", \"2021-08-15 02:26:20.000000+00:00\"], \"session_ids\": [\"e5f65889-8cb9-4261-a703-c8f109bb0f81\", \"54ec672e-808f-4223-8b76-704bfcadd888\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 1.13}}]\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[{\"59011\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-14 22:45:28.000000+00:00\", \"2021-08-15 02:26:20.000000+00:00\"], \"session_ids\": [\"e5f65889-8cb9-4261-a703-c8f109bb0f81\", \"54ec672e-808f-4223-8b76-704bfcadd888\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 1.13}}]\n```\n\n```\n"
}
] |
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