conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"73334\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-04-21 00:27:33.000000+00:00\", \"2019-07-14 21:44:17.000000+00:00\", \"2020-04-29 13:56:47.000000+00:00\", \"2020-09-03 08:45:51.000000+00:00\", \"2022-12-27 03:17:51.000000+00:00\", \"2020-03-28 13:35:58.000000+00:00\"], \"session_ids\": [\"96128adc-0ef7-4bd3-8a35-6089ffa1758a\", \"7f225631-57f6-4d9e-ba1e-2026c51997f7\", \"a5c70f54-9aaf-47a0-b44e-7a79713163b9\", \"4f54fd8d-780c-465a-9667-f8b584756ba8\", \"2079bbd9-ac34-4bad-8aa1-1bbc6b5da9b3\", \"7181b2bb-710f-410a-a3af-ab13dad67738\"], \"total_duration\": 1261.0, \"total_sessions\": 6, \"mean_week_duration\": 6.967}}]\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[{\"73334\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-04-21 00:27:33.000000+00:00\", \"2019-07-14 21:44:17.000000+00:00\", \"2020-04-29 13:56:47.000000+00:00\", \"2020-09-03 08:45:51.000000+00:00\", \"2022-12-27 03:17:51.000000+00:00\", \"2020-03-28 13:35:58.000000+00:00\"], \"session_ids\": [\"96128adc-0ef7-4bd3-8a35-6089ffa1758a\", \"7f225631-57f6-4d9e-ba1e-2026c51997f7\", \"a5c70f54-9aaf-47a0-b44e-7a79713163b9\", \"4f54fd8d-780c-465a-9667-f8b584756ba8\", \"2079bbd9-ac34-4bad-8aa1-1bbc6b5da9b3\", \"7181b2bb-710f-410a-a3af-ab13dad67738\"], \"total_duration\": 1261.0, \"total_sessions\": 6, \"mean_week_duration\": 6.967}}]\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 whose sessions summation is greater than 4 and less than 5 and in addition sort by town center name in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"65162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-03-05 22:30:16.000000+00:00\", \"2020-09-03 09:17:59.000000+00:00\"], \"session_ids\": [\"4b3e76ca-d86f-4290-9666-12de5f15a6a0\", \"5f348058-7e2a-4f51-aa73-2d7a18ca809c\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.405}, \"51435\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-12-29 05:29:59.000000+00:00\", \"2022-01-09 10:53:43.000000+00:00\", \"2020-03-31 03:52:52.000000+00:00\", \"2020-09-29 04:57:43.000000+00:00\", \"2019-03-25 09:24:28.000000+00:00\"], \"session_ids\": [\"71960af9-17d9-47c0-832c-98cbf8aa17d6\", \"036925ce-af27-41b1-8d51-cd83001a5243\", \"61f713e4-7aa4-4c37-888e-80275f180a3f\", \"dd37da80-d705-46ea-8911-e8da6b63df64\", \"b1038ed0-c22e-433d-a0fa-2e40f89a336a\"], \"total_duration\": 2505.0, \"total_sessions\": 5, \"mean_week_duration\": 17.158}, \"32609\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-07 23:53:35.000000+00:00\", \"2019-10-03 02:30:58.000000+00:00\"], \"session_ids\": [\"89374d3f-378f-41ac-8608-4c479dbe4077\", \"cca8293a-b8be-4aa0-a38f-4c1ae21cd316\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 79.0}, \"52843\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-02 18:20:58.000000+00:00\", \"2023-04-11 01:59:07.000000+00:00\", \"2020-06-12 15:55:05.000000+00:00\"], \"session_ids\": [\"6abaa879-f5c7-49a5-9daf-1edc9799697e\", \"e04bb5bb-c6b9-4ddb-9691-b647673b4589\", \"33e5997f-a0c8-4378-bf82-761c34eadc4a\"], \"total_duration\": 621.0, \"total_sessions\": 3, \"mean_week_duration\": 4.196}, \"77185\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-30 16:38:45.000000+00:00\", \"2020-03-23 00:06:30.000000+00:00\", \"2021-11-06 01:48:24.000000+00:00\", \"2019-12-27 05:16:10.000000+00:00\", \"2021-05-23 15:11:41.000000+00:00\"], \"session_ids\": [\"2680edcf-8bf5-4d0e-9861-a56b4b05cd8c\", \"54fa8895-c412-4c36-acdd-c2f9e4884510\", \"b492dfbc-e170-4aad-ad22-1e35a89edfd6\", \"cdd69d41-9425-4047-a642-2d5a69f89c9d\", \"9dbf235a-2331-45d9-82d9-6a034256e42b\"], \"total_duration\": 2207.0, \"total_sessions\": 5, \"mean_week_duration\": 22.753}, \"76044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-08-23 18:19:25.000000+00:00\", \"2022-10-18 13:09:58.000000+00:00\", \"2019-08-02 00:31:21.000000+00:00\", \"2021-10-16 08:57:26.000000+00:00\"], \"session_ids\": [\"572de0c1-756b-4c06-86c0-28e61befd49c\", \"587cd152-3c04-48c5-aaf5-64d9f1590fa9\", \"2ac6f1a9-a5b4-474d-89ca-0cd115a51fe2\", \"ce0633ed-fdc6-4f1f-962d-fba3ee28ad72\"], \"total_duration\": 1101.0, \"total_sessions\": 4, \"mean_week_duration\": 6.554}, \"24409\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-22 11:58:29.000000+00:00\", \"2023-01-11 00:37:03.000000+00:00\", \"2019-02-28 18:47:04.000000+00:00\"], \"session_ids\": [\"830e5081-0aed-47c6-bd70-51e905b92401\", \"9afb7f30-028b-4149-8e2c-8375bb3c09cb\", \"d5d73434-95fe-4651-91b6-0619b66a4d58\"], \"total_duration\": 350.0, \"total_sessions\": 3, \"mean_week_duration\": 1.733}, \"5357\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-10-26 01:42:03.000000+00:00\", \"2021-08-29 10:05:09.000000+00:00\", \"2019-11-22 19:54:06.000000+00:00\"], \"session_ids\": [\"3923458f-bdee-4522-a417-98ef5179b771\", \"251200eb-6795-4401-8eeb-a36ff38da721\", \"16278d00-9026-4107-b04e-97f41f3bb01e\"], \"total_duration\": 117.0, \"total_sessions\": 3, \"mean_week_duration\": 1.158}, \"87236\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-12-09 02:27:50.000000+00:00\", \"2019-09-14 16:11:12.000000+00:00\", \"2020-09-27 20:44:37.000000+00:00\", \"2022-01-16 16:31:08.000000+00:00\", \"2020-08-02 04:14:29.000000+00:00\", \"2020-06-28 10:40:33.000000+00:00\", \"2023-02-26 12:14:23.000000+00:00\", \"2019-06-08 20:49:46.000000+00:00\", \"2021-01-19 17:08:34.000000+00:00\", \"2022-03-30 22:00:17.000000+00:00\"], \"session_ids\": [\"7cf05f8e-f132-4e11-ad21-6c2676aef81c\", \"e48fcde6-aebe-4de7-8c8a-d9a09ee8ae10\", \"0e1edab0-9b63-4b3c-8b3b-775c30b5e7b3\", \"19d6ceeb-3fa6-4ad4-aef0-ab4abc8c9ea2\", \"72d5a72d-1dae-4351-95fa-8bcf4b21158c\", \"301a1c0c-23e8-4b68-bd97-9e33d096d5b5\", \"9a266dd1-6d5c-4f5b-8e10-14407e7397dc\", \"4ac8c30c-8928-4649-8095-4ebc0ace0208\", \"6aca13b1-c9dd-4985-9a66-7a6412f798a6\", \"ef533121-b4f6-4e93-bd49-01fe9f890d3a\"], \"total_duration\": 3538.0, \"total_sessions\": 10, \"mean_week_duration\": 18.237}, \"71604\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-13 09:47:52.000000+00:00\", \"2022-06-26 06:11:07.000000+00:00\", \"2020-01-27 17:38:23.000000+00:00\", \"2020-07-24 14:14:53.000000+00:00\"], \"session_ids\": [\"c38564b7-5a92-46ab-86fd-1fd9d16dbc0c\", \"9b23c858-6f9b-497f-bda1-784cde6ec6cd\", \"7b21e5c3-d809-4aaf-a719-d55e9ef658ae\", \"3bdc3ed7-831c-4c1c-bd28-cc1eb5f5963d\"], \"total_duration\": 300.0, \"total_sessions\": 4, \"mean_week_duration\": 1.744}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or greater than 4 and 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\": [[4, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51435\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-12-29 05:29:59.000000+00:00\", \"2022-01-09 10:53:43.000000+00:00\", \"2020-03-31 03:52:52.000000+00:00\", \"2020-09-29 04:57:43.000000+00:00\", \"2019-03-25 09:24:28.000000+00:00\"], \"session_ids\": [\"71960af9-17d9-47c0-832c-98cbf8aa17d6\", \"036925ce-af27-41b1-8d51-cd83001a5243\", \"61f713e4-7aa4-4c37-888e-80275f180a3f\", \"dd37da80-d705-46ea-8911-e8da6b63df64\", \"b1038ed0-c22e-433d-a0fa-2e40f89a336a\"], \"total_duration\": 2505.0, \"total_sessions\": 5, \"mean_week_duration\": 17.158}, \"77185\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-30 16:38:45.000000+00:00\", \"2020-03-23 00:06:30.000000+00:00\", \"2021-11-06 01:48:24.000000+00:00\", \"2019-12-27 05:16:10.000000+00:00\", \"2021-05-23 15:11:41.000000+00:00\"], \"session_ids\": [\"2680edcf-8bf5-4d0e-9861-a56b4b05cd8c\", \"54fa8895-c412-4c36-acdd-c2f9e4884510\", \"b492dfbc-e170-4aad-ad22-1e35a89edfd6\", \"cdd69d41-9425-4047-a642-2d5a69f89c9d\", \"9dbf235a-2331-45d9-82d9-6a034256e42b\"], \"total_duration\": 2207.0, \"total_sessions\": 5, \"mean_week_duration\": 22.753}, \"76044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-08-23 18:19:25.000000+00:00\", \"2022-10-18 13:09:58.000000+00:00\", \"2019-08-02 00:31:21.000000+00:00\", \"2021-10-16 08:57:26.000000+00:00\"], \"session_ids\": [\"572de0c1-756b-4c06-86c0-28e61befd49c\", \"587cd152-3c04-48c5-aaf5-64d9f1590fa9\", \"2ac6f1a9-a5b4-474d-89ca-0cd115a51fe2\", \"ce0633ed-fdc6-4f1f-962d-fba3ee28ad72\"], \"total_duration\": 1101.0, \"total_sessions\": 4, \"mean_week_duration\": 6.554}, \"71604\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-13 09:47:52.000000+00:00\", \"2022-06-26 06:11:07.000000+00:00\", \"2020-01-27 17:38:23.000000+00:00\", \"2020-07-24 14:14:53.000000+00:00\"], \"session_ids\": [\"c38564b7-5a92-46ab-86fd-1fd9d16dbc0c\", \"9b23c858-6f9b-497f-bda1-784cde6ec6cd\", \"7b21e5c3-d809-4aaf-a719-d55e9ef658ae\", \"3bdc3ed7-831c-4c1c-bd28-cc1eb5f5963d\"], \"total_duration\": 300.0, \"total_sessions\": 4, \"mean_week_duration\": 1.744}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"71604\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-13 09:47:52.000000+00:00\", \"2022-06-26 06:11:07.000000+00:00\", \"2020-01-27 17:38:23.000000+00:00\", \"2020-07-24 14:14:53.000000+00:00\"], \"session_ids\": [\"c38564b7-5a92-46ab-86fd-1fd9d16dbc0c\", \"9b23c858-6f9b-497f-bda1-784cde6ec6cd\", \"7b21e5c3-d809-4aaf-a719-d55e9ef658ae\", \"3bdc3ed7-831c-4c1c-bd28-cc1eb5f5963d\"], \"total_duration\": 300.0, \"total_sessions\": 4, \"mean_week_duration\": 1.744}}, {\"51435\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-12-29 05:29:59.000000+00:00\", \"2022-01-09 10:53:43.000000+00:00\", \"2020-03-31 03:52:52.000000+00:00\", \"2020-09-29 04:57:43.000000+00:00\", \"2019-03-25 09:24:28.000000+00:00\"], \"session_ids\": [\"71960af9-17d9-47c0-832c-98cbf8aa17d6\", \"036925ce-af27-41b1-8d51-cd83001a5243\", \"61f713e4-7aa4-4c37-888e-80275f180a3f\", \"dd37da80-d705-46ea-8911-e8da6b63df64\", \"b1038ed0-c22e-433d-a0fa-2e40f89a336a\"], \"total_duration\": 2505.0, \"total_sessions\": 5, \"mean_week_duration\": 17.158}}, {\"77185\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-30 16:38:45.000000+00:00\", \"2020-03-23 00:06:30.000000+00:00\", \"2021-11-06 01:48:24.000000+00:00\", \"2019-12-27 05:16:10.000000+00:00\", \"2021-05-23 15:11:41.000000+00:00\"], \"session_ids\": [\"2680edcf-8bf5-4d0e-9861-a56b4b05cd8c\", \"54fa8895-c412-4c36-acdd-c2f9e4884510\", \"b492dfbc-e170-4aad-ad22-1e35a89edfd6\", \"cdd69d41-9425-4047-a642-2d5a69f89c9d\", \"9dbf235a-2331-45d9-82d9-6a034256e42b\"], \"total_duration\": 2207.0, \"total_sessions\": 5, \"mean_week_duration\": 22.753}}, {\"76044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-08-23 18:19:25.000000+00:00\", \"2022-10-18 13:09:58.000000+00:00\", \"2019-08-02 00:31:21.000000+00:00\", \"2021-10-16 08:57:26.000000+00:00\"], \"session_ids\": [\"572de0c1-756b-4c06-86c0-28e61befd49c\", \"587cd152-3c04-48c5-aaf5-64d9f1590fa9\", \"2ac6f1a9-a5b4-474d-89ca-0cd115a51fe2\", \"ce0633ed-fdc6-4f1f-962d-fba3ee28ad72\"], \"total_duration\": 1101.0, \"total_sessions\": 4, \"mean_week_duration\": 6.554}}]\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[{\"71604\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-13 09:47:52.000000+00:00\", \"2022-06-26 06:11:07.000000+00:00\", \"2020-01-27 17:38:23.000000+00:00\", \"2020-07-24 14:14:53.000000+00:00\"], \"session_ids\": [\"c38564b7-5a92-46ab-86fd-1fd9d16dbc0c\", \"9b23c858-6f9b-497f-bda1-784cde6ec6cd\", \"7b21e5c3-d809-4aaf-a719-d55e9ef658ae\", \"3bdc3ed7-831c-4c1c-bd28-cc1eb5f5963d\"], \"total_duration\": 300.0, \"total_sessions\": 4, \"mean_week_duration\": 1.744}}, {\"51435\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-12-29 05:29:59.000000+00:00\", \"2022-01-09 10:53:43.000000+00:00\", \"2020-03-31 03:52:52.000000+00:00\", \"2020-09-29 04:57:43.000000+00:00\", \"2019-03-25 09:24:28.000000+00:00\"], \"session_ids\": [\"71960af9-17d9-47c0-832c-98cbf8aa17d6\", \"036925ce-af27-41b1-8d51-cd83001a5243\", \"61f713e4-7aa4-4c37-888e-80275f180a3f\", \"dd37da80-d705-46ea-8911-e8da6b63df64\", \"b1038ed0-c22e-433d-a0fa-2e40f89a336a\"], \"total_duration\": 2505.0, \"total_sessions\": 5, \"mean_week_duration\": 17.158}}, {\"77185\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-30 16:38:45.000000+00:00\", \"2020-03-23 00:06:30.000000+00:00\", \"2021-11-06 01:48:24.000000+00:00\", \"2019-12-27 05:16:10.000000+00:00\", \"2021-05-23 15:11:41.000000+00:00\"], \"session_ids\": [\"2680edcf-8bf5-4d0e-9861-a56b4b05cd8c\", \"54fa8895-c412-4c36-acdd-c2f9e4884510\", \"b492dfbc-e170-4aad-ad22-1e35a89edfd6\", \"cdd69d41-9425-4047-a642-2d5a69f89c9d\", \"9dbf235a-2331-45d9-82d9-6a034256e42b\"], \"total_duration\": 2207.0, \"total_sessions\": 5, \"mean_week_duration\": 22.753}}, {\"76044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-08-23 18:19:25.000000+00:00\", \"2022-10-18 13:09:58.000000+00:00\", \"2019-08-02 00:31:21.000000+00:00\", \"2021-10-16 08:57:26.000000+00:00\"], \"session_ids\": [\"572de0c1-756b-4c06-86c0-28e61befd49c\", \"587cd152-3c04-48c5-aaf5-64d9f1590fa9\", \"2ac6f1a9-a5b4-474d-89ca-0cd115a51fe2\", \"ce0633ed-fdc6-4f1f-962d-fba3ee28ad72\"], \"total_duration\": 1101.0, \"total_sessions\": 4, \"mean_week_duration\": 6.554}}]\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 5 users who have all sessions quantity smaller than 8 and bigger than 5 as well as execute sorting by overall quantity of sessions in descending order plus provide me only with 3 pieces of information."
}
] |
[
{
"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{\"84571\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2023-02-06 04:35:08.000000+00:00\", \"2022-10-17 13:06:11.000000+00:00\"], \"session_ids\": [\"9c3b8faa-e785-4281-9097-f391abc53cf8\", \"dfe251f9-e797-4a25-9fff-f35fb72dae7c\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 6.875}, \"42015\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-10-12 05:59:51.000000+00:00\", \"2022-10-18 22:17:08.000000+00:00\", \"2020-08-12 07:11:12.000000+00:00\", \"2023-05-21 04:20:19.000000+00:00\", \"2023-02-01 14:02:09.000000+00:00\", \"2019-01-26 07:57:20.000000+00:00\", \"2021-06-10 01:04:57.000000+00:00\", \"2020-09-22 08:43:33.000000+00:00\"], \"session_ids\": [\"848002fb-7bf9-4022-8944-227667e37e21\", \"97bb2572-b30b-4095-ae7e-14190eac8f7e\", \"c780b89a-828f-4ae3-b28f-6ecf8642c487\", \"d716daad-0b66-4c36-a2e1-6767693e103c\", \"e73d2cd9-c0e9-47f8-9e4e-c1cf301ed943\", \"31573813-b537-4676-bc1c-c0f62616c46e\", \"1cf2f8bf-9b7a-4fbd-9585-68b8c3371d0b\", \"b7e23428-a8a1-46e4-976f-e5e05ab90a0f\"], \"total_duration\": 1665.0, \"total_sessions\": 8, \"mean_week_duration\": 7.4}, \"79157\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-01-11 16:58:20.000000+00:00\", \"2023-03-25 14:36:08.000000+00:00\"], \"session_ids\": [\"326809df-0bb7-4531-8fb2-4d2f7bb3c7b8\", \"bfc7f808-5802-49fc-abfb-416e95fe5ffa\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.21}, \"58801\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-05 21:47:35.000000+00:00\", \"2019-09-16 18:16:47.000000+00:00\", \"2019-03-30 02:07:13.000000+00:00\", \"2023-06-11 06:29:52.000000+00:00\", \"2019-07-10 14:31:01.000000+00:00\", \"2021-02-25 02:04:00.000000+00:00\"], \"session_ids\": [\"f3141493-6986-4510-9f0c-9f51c9b94b00\", \"1c3fbc98-c51d-4f66-bb05-30abaf79c4a0\", \"dc2b71c5-385b-4f73-9605-55d93b23043a\", \"b3e1382a-758a-4ab7-a409-ce1a44ed2b01\", \"fa152496-6134-4c3f-aa07-3af556bd969d\", \"927e1a64-88f8-4641-85bf-f8dcff11a09d\"], \"total_duration\": 371.0, \"total_sessions\": 6, \"mean_week_duration\": 1.686}, \"72311\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Buenos Aires\", \"datetimes\": [\"2019-08-31 01:22:06.000000+00:00\", \"2022-08-13 05:25:09.000000+00:00\"], \"session_ids\": [\"97e1483e-56d4-4433-b1af-39138e7d5fa2\", \"51418a7c-d916-4bd8-bf04-75efb858bf38\"], \"total_duration\": 477.0, \"total_sessions\": 2, \"mean_week_duration\": 3.097}, \"12762\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-08-23 03:54:19.000000+00:00\", \"2019-06-18 05:09:11.000000+00:00\", \"2021-07-09 14:18:56.000000+00:00\"], \"session_ids\": [\"29b9d22a-5f4e-4e39-8121-fd67fcb1fc37\", \"8cad30f4-7ea4-4c0d-aadb-40d623bfe8c3\", \"afabc6f4-2e55-494e-9b5b-2e128ae384d9\"], \"total_duration\": 612.0, \"total_sessions\": 3, \"mean_week_duration\": 5.667}, \"72224\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-09-04 09:43:56.000000+00:00\", \"2019-05-09 18:53:57.000000+00:00\", \"2020-04-20 17:23:53.000000+00:00\"], \"session_ids\": [\"0a2a3a8b-adb8-4581-9c61-2300ee5c9a4e\", \"7d631179-385b-475a-8e7d-cc70bac030d5\", \"89323764-3040-4767-ba45-d280651b7abd\"], \"total_duration\": 189.0, \"total_sessions\": 3, \"mean_week_duration\": 2.739}, \"34512\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-04-12 07:34:15.000000+00:00\", \"2019-03-01 06:18:36.000000+00:00\"], \"session_ids\": [\"827e7eff-15eb-481b-8d16-c1e2780832e4\", \"469805c9-ab5f-4a75-9ddb-e38924fcf43d\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 16.667}, \"83266\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-23 12:40:38.000000+00:00\", \"2023-03-31 13:08:37.000000+00:00\", \"2020-01-23 10:18:17.000000+00:00\"], \"session_ids\": [\"0173782f-57b4-4bc8-8637-3aae063dc7df\", \"7b2abca4-af89-45ef-9f72-1cf0c4bee594\", \"4c6109de-8af4-4d59-b161-38c4f3818690\"], \"total_duration\": 429.0, \"total_sessions\": 3, \"mean_week_duration\": 2.223}, \"78515\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2023-01-22 18:05:47.000000+00:00\", \"2021-10-30 09:45:46.000000+00:00\"], \"session_ids\": [\"ffcc6340-2444-4887-a839-0d238d030961\", \"754b3f65-ecd7-4466-96e2-5b5a68b4cd71\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 4.077}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 5 and are equal or 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{\"42015\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-10-12 05:59:51.000000+00:00\", \"2022-10-18 22:17:08.000000+00:00\", \"2020-08-12 07:11:12.000000+00:00\", \"2023-05-21 04:20:19.000000+00:00\", \"2023-02-01 14:02:09.000000+00:00\", \"2019-01-26 07:57:20.000000+00:00\", \"2021-06-10 01:04:57.000000+00:00\", \"2020-09-22 08:43:33.000000+00:00\"], \"session_ids\": [\"848002fb-7bf9-4022-8944-227667e37e21\", \"97bb2572-b30b-4095-ae7e-14190eac8f7e\", \"c780b89a-828f-4ae3-b28f-6ecf8642c487\", \"d716daad-0b66-4c36-a2e1-6767693e103c\", \"e73d2cd9-c0e9-47f8-9e4e-c1cf301ed943\", \"31573813-b537-4676-bc1c-c0f62616c46e\", \"1cf2f8bf-9b7a-4fbd-9585-68b8c3371d0b\", \"b7e23428-a8a1-46e4-976f-e5e05ab90a0f\"], \"total_duration\": 1665.0, \"total_sessions\": 8, \"mean_week_duration\": 7.4}, \"58801\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-05 21:47:35.000000+00:00\", \"2019-09-16 18:16:47.000000+00:00\", \"2019-03-30 02:07:13.000000+00:00\", \"2023-06-11 06:29:52.000000+00:00\", \"2019-07-10 14:31:01.000000+00:00\", \"2021-02-25 02:04:00.000000+00:00\"], \"session_ids\": [\"f3141493-6986-4510-9f0c-9f51c9b94b00\", \"1c3fbc98-c51d-4f66-bb05-30abaf79c4a0\", \"dc2b71c5-385b-4f73-9605-55d93b23043a\", \"b3e1382a-758a-4ab7-a409-ce1a44ed2b01\", \"fa152496-6134-4c3f-aa07-3af556bd969d\", \"927e1a64-88f8-4641-85bf-f8dcff11a09d\"], \"total_duration\": 371.0, \"total_sessions\": 6, \"mean_week_duration\": 1.686}}\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[{\"42015\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-10-12 05:59:51.000000+00:00\", \"2022-10-18 22:17:08.000000+00:00\", \"2020-08-12 07:11:12.000000+00:00\", \"2023-05-21 04:20:19.000000+00:00\", \"2023-02-01 14:02:09.000000+00:00\", \"2019-01-26 07:57:20.000000+00:00\", \"2021-06-10 01:04:57.000000+00:00\", \"2020-09-22 08:43:33.000000+00:00\"], \"session_ids\": [\"848002fb-7bf9-4022-8944-227667e37e21\", \"97bb2572-b30b-4095-ae7e-14190eac8f7e\", \"c780b89a-828f-4ae3-b28f-6ecf8642c487\", \"d716daad-0b66-4c36-a2e1-6767693e103c\", \"e73d2cd9-c0e9-47f8-9e4e-c1cf301ed943\", \"31573813-b537-4676-bc1c-c0f62616c46e\", \"1cf2f8bf-9b7a-4fbd-9585-68b8c3371d0b\", \"b7e23428-a8a1-46e4-976f-e5e05ab90a0f\"], \"total_duration\": 1665.0, \"total_sessions\": 8, \"mean_week_duration\": 7.4}}, {\"58801\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-05 21:47:35.000000+00:00\", \"2019-09-16 18:16:47.000000+00:00\", \"2019-03-30 02:07:13.000000+00:00\", \"2023-06-11 06:29:52.000000+00:00\", \"2019-07-10 14:31:01.000000+00:00\", \"2021-02-25 02:04:00.000000+00:00\"], \"session_ids\": [\"f3141493-6986-4510-9f0c-9f51c9b94b00\", \"1c3fbc98-c51d-4f66-bb05-30abaf79c4a0\", \"dc2b71c5-385b-4f73-9605-55d93b23043a\", \"b3e1382a-758a-4ab7-a409-ce1a44ed2b01\", \"fa152496-6134-4c3f-aa07-3af556bd969d\", \"927e1a64-88f8-4641-85bf-f8dcff11a09d\"], \"total_duration\": 371.0, \"total_sessions\": 6, \"mean_week_duration\": 1.686}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"42015\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-10-12 05:59:51.000000+00:00\", \"2022-10-18 22:17:08.000000+00:00\", \"2020-08-12 07:11:12.000000+00:00\", \"2023-05-21 04:20:19.000000+00:00\", \"2023-02-01 14:02:09.000000+00:00\", \"2019-01-26 07:57:20.000000+00:00\", \"2021-06-10 01:04:57.000000+00:00\", \"2020-09-22 08:43:33.000000+00:00\"], \"session_ids\": [\"848002fb-7bf9-4022-8944-227667e37e21\", \"97bb2572-b30b-4095-ae7e-14190eac8f7e\", \"c780b89a-828f-4ae3-b28f-6ecf8642c487\", \"d716daad-0b66-4c36-a2e1-6767693e103c\", \"e73d2cd9-c0e9-47f8-9e4e-c1cf301ed943\", \"31573813-b537-4676-bc1c-c0f62616c46e\", \"1cf2f8bf-9b7a-4fbd-9585-68b8c3371d0b\", \"b7e23428-a8a1-46e4-976f-e5e05ab90a0f\"], \"total_duration\": 1665.0, \"total_sessions\": 8, \"mean_week_duration\": 7.4}}, {\"58801\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-05 21:47:35.000000+00:00\", \"2019-09-16 18:16:47.000000+00:00\", \"2019-03-30 02:07:13.000000+00:00\", \"2023-06-11 06:29:52.000000+00:00\", \"2019-07-10 14:31:01.000000+00:00\", \"2021-02-25 02:04:00.000000+00:00\"], \"session_ids\": [\"f3141493-6986-4510-9f0c-9f51c9b94b00\", \"1c3fbc98-c51d-4f66-bb05-30abaf79c4a0\", \"dc2b71c5-385b-4f73-9605-55d93b23043a\", \"b3e1382a-758a-4ab7-a409-ce1a44ed2b01\", \"fa152496-6134-4c3f-aa07-3af556bd969d\", \"927e1a64-88f8-4641-85bf-f8dcff11a09d\"], \"total_duration\": 371.0, \"total_sessions\": 6, \"mean_week_duration\": 1.686}}]\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[{\"42015\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-10-12 05:59:51.000000+00:00\", \"2022-10-18 22:17:08.000000+00:00\", \"2020-08-12 07:11:12.000000+00:00\", \"2023-05-21 04:20:19.000000+00:00\", \"2023-02-01 14:02:09.000000+00:00\", \"2019-01-26 07:57:20.000000+00:00\", \"2021-06-10 01:04:57.000000+00:00\", \"2020-09-22 08:43:33.000000+00:00\"], \"session_ids\": [\"848002fb-7bf9-4022-8944-227667e37e21\", \"97bb2572-b30b-4095-ae7e-14190eac8f7e\", \"c780b89a-828f-4ae3-b28f-6ecf8642c487\", \"d716daad-0b66-4c36-a2e1-6767693e103c\", \"e73d2cd9-c0e9-47f8-9e4e-c1cf301ed943\", \"31573813-b537-4676-bc1c-c0f62616c46e\", \"1cf2f8bf-9b7a-4fbd-9585-68b8c3371d0b\", \"b7e23428-a8a1-46e4-976f-e5e05ab90a0f\"], \"total_duration\": 1665.0, \"total_sessions\": 8, \"mean_week_duration\": 7.4}}, {\"58801\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-05 21:47:35.000000+00:00\", \"2019-09-16 18:16:47.000000+00:00\", \"2019-03-30 02:07:13.000000+00:00\", \"2023-06-11 06:29:52.000000+00:00\", \"2019-07-10 14:31:01.000000+00:00\", \"2021-02-25 02:04:00.000000+00:00\"], \"session_ids\": [\"f3141493-6986-4510-9f0c-9f51c9b94b00\", \"1c3fbc98-c51d-4f66-bb05-30abaf79c4a0\", \"dc2b71c5-385b-4f73-9605-55d93b23043a\", \"b3e1382a-758a-4ab7-a409-ce1a44ed2b01\", \"fa152496-6134-4c3f-aa07-3af556bd969d\", \"927e1a64-88f8-4641-85bf-f8dcff11a09d\"], \"total_duration\": 371.0, \"total_sessions\": 6, \"mean_week_duration\": 1.686}}]\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 week duration is same as 24 , and implement sorting by site usage time per week in desc 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{\"12204\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-09-21 15:34:38.000000+00:00\", \"2023-03-12 16:19:59.000000+00:00\"], \"session_ids\": [\"782aeaf5-89bd-47ee-9bb5-5be68d803037\", \"024cd77e-94b9-4a60-bb37-1b2143ac699c\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.176}, \"48749\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-02-24 12:49:51.000000+00:00\", \"2019-05-10 03:31:27.000000+00:00\"], \"session_ids\": [\"23e32bc4-7f3a-48d6-b6d5-2d0a306b6061\", \"200716f7-a307-461b-ac43-6cd22b71a90b\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 21.545}, \"32804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-07 06:49:37.000000+00:00\", \"2022-07-31 03:35:09.000000+00:00\"], \"session_ids\": [\"1a16e802-c22c-48fb-a85b-561bc387d4a6\", \"ea5f4af5-e551-443a-8de3-8c78545a2b93\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"65266\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 5}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-05 13:34:54.000000+00:00\", \"2021-03-31 21:08:24.000000+00:00\"], \"session_ids\": [\"95ea27bc-a5be-4265-9d16-721a6f89a79e\", \"49e8373c-e24b-4c45-bf4e-cf6b33a94e70\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 32.0}, \"1740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2020-02-28 05:43:06.000000+00:00\", \"2019-04-07 22:24:47.000000+00:00\", \"2022-11-10 10:17:53.000000+00:00\", \"2020-01-21 00:56:55.000000+00:00\"], \"session_ids\": [\"8ce26d72-9895-4c2e-9410-fd0383420acc\", \"8f16d07d-64ee-4e26-a90e-d928424ba9c2\", \"bb63a41b-8906-4ca2-a39c-9ea6047c1722\", \"a49baf5d-7671-456d-af73-358125d938e2\"], \"total_duration\": 437.0, \"total_sessions\": 4, \"mean_week_duration\": 2.324}, \"40967\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-13 15:40:13.000000+00:00\", \"2020-04-09 02:17:32.000000+00:00\", \"2022-01-21 10:30:03.000000+00:00\", \"2022-01-10 14:19:30.000000+00:00\"], \"session_ids\": [\"21a8f8ef-5240-4b48-9188-4ffc29d4ee00\", \"b4d93e93-aa89-4965-9aec-1a4cf02a62e7\", \"9bbc9df9-8a18-4574-be5a-a703207da52e\", \"f8bd184c-53b0-4ed1-bb2d-2f9404611083\"], \"total_duration\": 1649.0, \"total_sessions\": 4, \"mean_week_duration\": 10.993}, \"7502\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-22 05:13:30.000000+00:00\", \"2021-02-03 06:23:03.000000+00:00\", \"2023-04-07 14:18:50.000000+00:00\", \"2022-04-02 22:30:39.000000+00:00\"], \"session_ids\": [\"c0eea7dc-725e-4301-9b86-8085a7af99bb\", \"adad3462-d659-44d1-a7e8-f71ccae0918b\", \"63d67635-2e10-410c-ab99-258bf0c6a8a4\", \"7c79e141-680a-4364-8950-56c5c284d177\"], \"total_duration\": 787.0, \"total_sessions\": 4, \"mean_week_duration\": 4.348}, \"16315\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-12-30 01:14:10.000000+00:00\", \"2019-05-11 08:29:49.000000+00:00\"], \"session_ids\": [\"2a415fcb-e700-4a58-82e9-8862b642b5e0\", \"23739695-64de-417d-9fb8-141b4833e9e8\"], \"total_duration\": 327.0, \"total_sessions\": 2, \"mean_week_duration\": 9.618}, \"41919\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-19 06:07:10.000000+00:00\", \"2022-09-29 20:21:27.000000+00:00\"], \"session_ids\": [\"47ca3291-02a8-44ca-a0e8-ca454806ba61\", \"2b665f32-2be8-4c34-bac1-a2ecf0888ae0\"], \"total_duration\": 229.0, \"total_sessions\": 2, \"mean_week_duration\": 1.789}, \"59165\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-01-19 19:14:14.000000+00:00\", \"2023-05-24 13:57:49.000000+00:00\"], \"session_ids\": [\"6098f13c-8d96-48a9-974e-bdb84f82746c\", \"82c398af-0221-47d8-b49b-99610191a0cb\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 2.554}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are 24"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[24, 33]]}}}\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 want to know about 8 users who hold the top position in sessions count plus do sorting by total_duration in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53688\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-30 12:09:37.000000+00:00\", \"2021-11-18 05:39:29.000000+00:00\", \"2021-06-04 06:31:46.000000+00:00\", \"2022-10-02 07:55:41.000000+00:00\", \"2022-09-05 14:37:04.000000+00:00\", \"2022-02-27 10:09:54.000000+00:00\", \"2020-08-01 15:51:40.000000+00:00\", \"2021-07-10 03:45:15.000000+00:00\"], \"session_ids\": [\"30cbaa01-c3ca-40ca-9f81-628d0334b75b\", \"83c457e7-38d3-4211-9938-3882fcaa45a9\", \"d6c400fb-7f16-430c-b127-8b785ed8f19b\", \"fe89dc65-3efb-4c19-8603-d03847c574af\", \"9df79a33-9e42-4aaa-ae75-9e210a6a7618\", \"3f462dee-8bf0-4648-9498-c2adfc9b235d\", \"16b093cb-4372-4629-9ef3-9e43c8d9cfb2\", \"0a851f9c-cbaa-4cbd-8e01-ab225281f5c1\"], \"total_duration\": 6448.0, \"total_sessions\": 8, \"mean_week_duration\": 43.568}, \"25344\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-12-28 01:18:53.000000+00:00\", \"2020-12-20 18:16:54.000000+00:00\"], \"session_ids\": [\"acae9cac-c612-482c-a507-5c0c5e08000b\", \"ccfd7f81-3beb-4269-b264-8d28902f4562\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.423}, \"35976\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-10-27 09:22:28.000000+00:00\", \"2020-09-10 23:37:26.000000+00:00\", \"2022-04-24 06:44:40.000000+00:00\", \"2020-03-08 23:44:22.000000+00:00\", \"2022-02-22 16:44:46.000000+00:00\", \"2020-10-30 08:26:00.000000+00:00\", \"2020-09-19 04:44:29.000000+00:00\", \"2020-07-09 14:47:28.000000+00:00\", \"2020-02-22 20:06:48.000000+00:00\", \"2020-10-12 19:12:41.000000+00:00\"], \"session_ids\": [\"d990e1b0-b9c8-4ea0-a28f-ca695208a45a\", \"0944b53c-47e3-4057-b86f-949358c94c98\", \"1e96ec2b-787a-46ce-a690-73ba7f112a89\", \"b56259ff-f943-4d06-b60c-9ce40e5af9b4\", \"88f3ceab-bcec-4f27-877b-8369d8b4da9c\", \"28119073-9908-4eb3-bfc6-e40626bdcd03\", \"d23cf308-097c-482d-950e-84da97b8aba4\", \"d198dec5-62ca-40de-b238-d15ae095baf1\", \"8a85f16d-7c7b-464c-9fb4-79c8138c9f68\", \"6427db9f-92b0-4935-bca6-a0d3153ffeb7\"], \"total_duration\": 19140.0, \"total_sessions\": 10, \"mean_week_duration\": 147.231}, \"90855\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-12-10 01:12:42.000000+00:00\", \"2020-12-20 06:36:40.000000+00:00\"], \"session_ids\": [\"65970787-afb2-49d5-a232-d07a50ad64dd\", \"5bedc13e-5dfc-42a8-b9ff-a0b5d558720d\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 2.019}, \"60621\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-12 18:37:26.000000+00:00\", \"2021-08-14 11:20:53.000000+00:00\"], \"session_ids\": [\"25a3b86b-37fc-43df-9dc2-b497435bb0fb\", \"5c95c1ab-c5ba-4319-b25c-da3ff06cfa44\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 5.545}, \"23498\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-01-10 08:36:47.000000+00:00\", \"2019-10-28 16:29:58.000000+00:00\"], \"session_ids\": [\"4ae214b4-1b91-4ee6-80bb-9c3134eb3c58\", \"7642666c-824a-4752-95d9-44d82892332d\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.238}, \"87840\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-10-08 22:34:23.000000+00:00\", \"2021-01-12 05:32:57.000000+00:00\"], \"session_ids\": [\"a5c99a2c-4d73-418e-bb39-f8b8da5792e8\", \"0747e2d4-c806-4731-9c5b-7b8ddcd79afa\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}, \"96925\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-09 00:20:53.000000+00:00\", \"2019-02-26 18:27:22.000000+00:00\", \"2020-07-30 17:50:51.000000+00:00\", \"2023-03-05 07:14:45.000000+00:00\"], \"session_ids\": [\"09752737-8c16-4686-8a68-e6946ba9241f\", \"20620237-7f2f-43c4-96ac-38122273f46a\", \"a659c824-6ca4-4b47-ae51-b958a59cd330\", \"9afe9f12-d4aa-4bbd-a7a6-ed099636951b\"], \"total_duration\": 48.0, \"total_sessions\": 4, \"mean_week_duration\": 0.229}, \"52196\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-09 05:36:19.000000+00:00\", \"2020-08-03 00:27:38.000000+00:00\"], \"session_ids\": [\"e883a5b4-f681-4b68-b897-32291486caef\", \"f6265f21-a51e-4e41-8307-ea4530f230d2\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.391}, \"71620\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-25 04:17:02.000000+00:00\", \"2022-11-07 11:30:36.000000+00:00\"], \"session_ids\": [\"e6ba9c96-14d9-4998-a23c-504e5f75d809\", \"beaed45d-57bc-43db-905d-2332a0164e7d\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.529}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest 8 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 8}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"35976\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-10-27 09:22:28.000000+00:00\", \"2020-09-10 23:37:26.000000+00:00\", \"2022-04-24 06:44:40.000000+00:00\", \"2020-03-08 23:44:22.000000+00:00\", \"2022-02-22 16:44:46.000000+00:00\", \"2020-10-30 08:26:00.000000+00:00\", \"2020-09-19 04:44:29.000000+00:00\", \"2020-07-09 14:47:28.000000+00:00\", \"2020-02-22 20:06:48.000000+00:00\", \"2020-10-12 19:12:41.000000+00:00\"], \"session_ids\": [\"d990e1b0-b9c8-4ea0-a28f-ca695208a45a\", \"0944b53c-47e3-4057-b86f-949358c94c98\", \"1e96ec2b-787a-46ce-a690-73ba7f112a89\", \"b56259ff-f943-4d06-b60c-9ce40e5af9b4\", \"88f3ceab-bcec-4f27-877b-8369d8b4da9c\", \"28119073-9908-4eb3-bfc6-e40626bdcd03\", \"d23cf308-097c-482d-950e-84da97b8aba4\", \"d198dec5-62ca-40de-b238-d15ae095baf1\", \"8a85f16d-7c7b-464c-9fb4-79c8138c9f68\", \"6427db9f-92b0-4935-bca6-a0d3153ffeb7\"], \"total_duration\": 19140.0, \"total_sessions\": 10, \"mean_week_duration\": 147.231}}, {\"53688\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-30 12:09:37.000000+00:00\", \"2021-11-18 05:39:29.000000+00:00\", \"2021-06-04 06:31:46.000000+00:00\", \"2022-10-02 07:55:41.000000+00:00\", \"2022-09-05 14:37:04.000000+00:00\", \"2022-02-27 10:09:54.000000+00:00\", \"2020-08-01 15:51:40.000000+00:00\", \"2021-07-10 03:45:15.000000+00:00\"], \"session_ids\": [\"30cbaa01-c3ca-40ca-9f81-628d0334b75b\", \"83c457e7-38d3-4211-9938-3882fcaa45a9\", \"d6c400fb-7f16-430c-b127-8b785ed8f19b\", \"fe89dc65-3efb-4c19-8603-d03847c574af\", \"9df79a33-9e42-4aaa-ae75-9e210a6a7618\", \"3f462dee-8bf0-4648-9498-c2adfc9b235d\", \"16b093cb-4372-4629-9ef3-9e43c8d9cfb2\", \"0a851f9c-cbaa-4cbd-8e01-ab225281f5c1\"], \"total_duration\": 6448.0, \"total_sessions\": 8, \"mean_week_duration\": 43.568}}, {\"96925\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-09 00:20:53.000000+00:00\", \"2019-02-26 18:27:22.000000+00:00\", \"2020-07-30 17:50:51.000000+00:00\", \"2023-03-05 07:14:45.000000+00:00\"], \"session_ids\": [\"09752737-8c16-4686-8a68-e6946ba9241f\", \"20620237-7f2f-43c4-96ac-38122273f46a\", \"a659c824-6ca4-4b47-ae51-b958a59cd330\", \"9afe9f12-d4aa-4bbd-a7a6-ed099636951b\"], \"total_duration\": 48.0, \"total_sessions\": 4, \"mean_week_duration\": 0.229}}, {\"25344\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-12-28 01:18:53.000000+00:00\", \"2020-12-20 18:16:54.000000+00:00\"], \"session_ids\": [\"acae9cac-c612-482c-a507-5c0c5e08000b\", \"ccfd7f81-3beb-4269-b264-8d28902f4562\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.423}}, {\"90855\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-12-10 01:12:42.000000+00:00\", \"2020-12-20 06:36:40.000000+00:00\"], \"session_ids\": [\"65970787-afb2-49d5-a232-d07a50ad64dd\", \"5bedc13e-5dfc-42a8-b9ff-a0b5d558720d\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 2.019}}, {\"60621\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-12 18:37:26.000000+00:00\", \"2021-08-14 11:20:53.000000+00:00\"], \"session_ids\": [\"25a3b86b-37fc-43df-9dc2-b497435bb0fb\", \"5c95c1ab-c5ba-4319-b25c-da3ff06cfa44\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 5.545}}, {\"23498\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-01-10 08:36:47.000000+00:00\", \"2019-10-28 16:29:58.000000+00:00\"], \"session_ids\": [\"4ae214b4-1b91-4ee6-80bb-9c3134eb3c58\", \"7642666c-824a-4752-95d9-44d82892332d\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.238}}, {\"87840\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-10-08 22:34:23.000000+00:00\", \"2021-01-12 05:32:57.000000+00:00\"], \"session_ids\": [\"a5c99a2c-4d73-418e-bb39-f8b8da5792e8\", \"0747e2d4-c806-4731-9c5b-7b8ddcd79afa\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"23498\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-01-10 08:36:47.000000+00:00\", \"2019-10-28 16:29:58.000000+00:00\"], \"session_ids\": [\"4ae214b4-1b91-4ee6-80bb-9c3134eb3c58\", \"7642666c-824a-4752-95d9-44d82892332d\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.238}}, {\"25344\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-12-28 01:18:53.000000+00:00\", \"2020-12-20 18:16:54.000000+00:00\"], \"session_ids\": [\"acae9cac-c612-482c-a507-5c0c5e08000b\", \"ccfd7f81-3beb-4269-b264-8d28902f4562\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.423}}, {\"87840\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-10-08 22:34:23.000000+00:00\", \"2021-01-12 05:32:57.000000+00:00\"], \"session_ids\": [\"a5c99a2c-4d73-418e-bb39-f8b8da5792e8\", \"0747e2d4-c806-4731-9c5b-7b8ddcd79afa\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}}, {\"96925\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-09 00:20:53.000000+00:00\", \"2019-02-26 18:27:22.000000+00:00\", \"2020-07-30 17:50:51.000000+00:00\", \"2023-03-05 07:14:45.000000+00:00\"], \"session_ids\": [\"09752737-8c16-4686-8a68-e6946ba9241f\", \"20620237-7f2f-43c4-96ac-38122273f46a\", \"a659c824-6ca4-4b47-ae51-b958a59cd330\", \"9afe9f12-d4aa-4bbd-a7a6-ed099636951b\"], \"total_duration\": 48.0, \"total_sessions\": 4, \"mean_week_duration\": 0.229}}, {\"90855\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-12-10 01:12:42.000000+00:00\", \"2020-12-20 06:36:40.000000+00:00\"], \"session_ids\": [\"65970787-afb2-49d5-a232-d07a50ad64dd\", \"5bedc13e-5dfc-42a8-b9ff-a0b5d558720d\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 2.019}}, {\"60621\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-12 18:37:26.000000+00:00\", \"2021-08-14 11:20:53.000000+00:00\"], \"session_ids\": [\"25a3b86b-37fc-43df-9dc2-b497435bb0fb\", \"5c95c1ab-c5ba-4319-b25c-da3ff06cfa44\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 5.545}}, {\"53688\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-30 12:09:37.000000+00:00\", \"2021-11-18 05:39:29.000000+00:00\", \"2021-06-04 06:31:46.000000+00:00\", \"2022-10-02 07:55:41.000000+00:00\", \"2022-09-05 14:37:04.000000+00:00\", \"2022-02-27 10:09:54.000000+00:00\", \"2020-08-01 15:51:40.000000+00:00\", \"2021-07-10 03:45:15.000000+00:00\"], \"session_ids\": [\"30cbaa01-c3ca-40ca-9f81-628d0334b75b\", \"83c457e7-38d3-4211-9938-3882fcaa45a9\", \"d6c400fb-7f16-430c-b127-8b785ed8f19b\", \"fe89dc65-3efb-4c19-8603-d03847c574af\", \"9df79a33-9e42-4aaa-ae75-9e210a6a7618\", \"3f462dee-8bf0-4648-9498-c2adfc9b235d\", \"16b093cb-4372-4629-9ef3-9e43c8d9cfb2\", \"0a851f9c-cbaa-4cbd-8e01-ab225281f5c1\"], \"total_duration\": 6448.0, \"total_sessions\": 8, \"mean_week_duration\": 43.568}}, {\"35976\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-10-27 09:22:28.000000+00:00\", \"2020-09-10 23:37:26.000000+00:00\", \"2022-04-24 06:44:40.000000+00:00\", \"2020-03-08 23:44:22.000000+00:00\", \"2022-02-22 16:44:46.000000+00:00\", \"2020-10-30 08:26:00.000000+00:00\", \"2020-09-19 04:44:29.000000+00:00\", \"2020-07-09 14:47:28.000000+00:00\", \"2020-02-22 20:06:48.000000+00:00\", \"2020-10-12 19:12:41.000000+00:00\"], \"session_ids\": [\"d990e1b0-b9c8-4ea0-a28f-ca695208a45a\", \"0944b53c-47e3-4057-b86f-949358c94c98\", \"1e96ec2b-787a-46ce-a690-73ba7f112a89\", \"b56259ff-f943-4d06-b60c-9ce40e5af9b4\", \"88f3ceab-bcec-4f27-877b-8369d8b4da9c\", \"28119073-9908-4eb3-bfc6-e40626bdcd03\", \"d23cf308-097c-482d-950e-84da97b8aba4\", \"d198dec5-62ca-40de-b238-d15ae095baf1\", \"8a85f16d-7c7b-464c-9fb4-79c8138c9f68\", \"6427db9f-92b0-4935-bca6-a0d3153ffeb7\"], \"total_duration\": 19140.0, \"total_sessions\": 10, \"mean_week_duration\": 147.231}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"23498\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-01-10 08:36:47.000000+00:00\", \"2019-10-28 16:29:58.000000+00:00\"], \"session_ids\": [\"4ae214b4-1b91-4ee6-80bb-9c3134eb3c58\", \"7642666c-824a-4752-95d9-44d82892332d\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.238}}, {\"25344\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-12-28 01:18:53.000000+00:00\", \"2020-12-20 18:16:54.000000+00:00\"], \"session_ids\": [\"acae9cac-c612-482c-a507-5c0c5e08000b\", \"ccfd7f81-3beb-4269-b264-8d28902f4562\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.423}}, {\"87840\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-10-08 22:34:23.000000+00:00\", \"2021-01-12 05:32:57.000000+00:00\"], \"session_ids\": [\"a5c99a2c-4d73-418e-bb39-f8b8da5792e8\", \"0747e2d4-c806-4731-9c5b-7b8ddcd79afa\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}}, {\"96925\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-09 00:20:53.000000+00:00\", \"2019-02-26 18:27:22.000000+00:00\", \"2020-07-30 17:50:51.000000+00:00\", \"2023-03-05 07:14:45.000000+00:00\"], \"session_ids\": [\"09752737-8c16-4686-8a68-e6946ba9241f\", \"20620237-7f2f-43c4-96ac-38122273f46a\", \"a659c824-6ca4-4b47-ae51-b958a59cd330\", \"9afe9f12-d4aa-4bbd-a7a6-ed099636951b\"], \"total_duration\": 48.0, \"total_sessions\": 4, \"mean_week_duration\": 0.229}}, {\"90855\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-12-10 01:12:42.000000+00:00\", \"2020-12-20 06:36:40.000000+00:00\"], \"session_ids\": [\"65970787-afb2-49d5-a232-d07a50ad64dd\", \"5bedc13e-5dfc-42a8-b9ff-a0b5d558720d\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 2.019}}, {\"60621\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-12 18:37:26.000000+00:00\", \"2021-08-14 11:20:53.000000+00:00\"], \"session_ids\": [\"25a3b86b-37fc-43df-9dc2-b497435bb0fb\", \"5c95c1ab-c5ba-4319-b25c-da3ff06cfa44\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 5.545}}, {\"53688\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-30 12:09:37.000000+00:00\", \"2021-11-18 05:39:29.000000+00:00\", \"2021-06-04 06:31:46.000000+00:00\", \"2022-10-02 07:55:41.000000+00:00\", \"2022-09-05 14:37:04.000000+00:00\", \"2022-02-27 10:09:54.000000+00:00\", \"2020-08-01 15:51:40.000000+00:00\", \"2021-07-10 03:45:15.000000+00:00\"], \"session_ids\": [\"30cbaa01-c3ca-40ca-9f81-628d0334b75b\", \"83c457e7-38d3-4211-9938-3882fcaa45a9\", \"d6c400fb-7f16-430c-b127-8b785ed8f19b\", \"fe89dc65-3efb-4c19-8603-d03847c574af\", \"9df79a33-9e42-4aaa-ae75-9e210a6a7618\", \"3f462dee-8bf0-4648-9498-c2adfc9b235d\", \"16b093cb-4372-4629-9ef3-9e43c8d9cfb2\", \"0a851f9c-cbaa-4cbd-8e01-ab225281f5c1\"], \"total_duration\": 6448.0, \"total_sessions\": 8, \"mean_week_duration\": 43.568}}, {\"35976\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-10-27 09:22:28.000000+00:00\", \"2020-09-10 23:37:26.000000+00:00\", \"2022-04-24 06:44:40.000000+00:00\", \"2020-03-08 23:44:22.000000+00:00\", \"2022-02-22 16:44:46.000000+00:00\", \"2020-10-30 08:26:00.000000+00:00\", \"2020-09-19 04:44:29.000000+00:00\", \"2020-07-09 14:47:28.000000+00:00\", \"2020-02-22 20:06:48.000000+00:00\", \"2020-10-12 19:12:41.000000+00:00\"], \"session_ids\": [\"d990e1b0-b9c8-4ea0-a28f-ca695208a45a\", \"0944b53c-47e3-4057-b86f-949358c94c98\", \"1e96ec2b-787a-46ce-a690-73ba7f112a89\", \"b56259ff-f943-4d06-b60c-9ce40e5af9b4\", \"88f3ceab-bcec-4f27-877b-8369d8b4da9c\", \"28119073-9908-4eb3-bfc6-e40626bdcd03\", \"d23cf308-097c-482d-950e-84da97b8aba4\", \"d198dec5-62ca-40de-b238-d15ae095baf1\", \"8a85f16d-7c7b-464c-9fb4-79c8138c9f68\", \"6427db9f-92b0-4935-bca6-a0d3153ffeb7\"], \"total_duration\": 19140.0, \"total_sessions\": 10, \"mean_week_duration\": 147.231}}]\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[{\"23498\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-01-10 08:36:47.000000+00:00\", \"2019-10-28 16:29:58.000000+00:00\"], \"session_ids\": [\"4ae214b4-1b91-4ee6-80bb-9c3134eb3c58\", \"7642666c-824a-4752-95d9-44d82892332d\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.238}}, {\"25344\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-12-28 01:18:53.000000+00:00\", \"2020-12-20 18:16:54.000000+00:00\"], \"session_ids\": [\"acae9cac-c612-482c-a507-5c0c5e08000b\", \"ccfd7f81-3beb-4269-b264-8d28902f4562\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.423}}, {\"87840\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-10-08 22:34:23.000000+00:00\", \"2021-01-12 05:32:57.000000+00:00\"], \"session_ids\": [\"a5c99a2c-4d73-418e-bb39-f8b8da5792e8\", \"0747e2d4-c806-4731-9c5b-7b8ddcd79afa\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}}, {\"96925\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-09 00:20:53.000000+00:00\", \"2019-02-26 18:27:22.000000+00:00\", \"2020-07-30 17:50:51.000000+00:00\", \"2023-03-05 07:14:45.000000+00:00\"], \"session_ids\": [\"09752737-8c16-4686-8a68-e6946ba9241f\", \"20620237-7f2f-43c4-96ac-38122273f46a\", \"a659c824-6ca4-4b47-ae51-b958a59cd330\", \"9afe9f12-d4aa-4bbd-a7a6-ed099636951b\"], \"total_duration\": 48.0, \"total_sessions\": 4, \"mean_week_duration\": 0.229}}, {\"90855\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-12-10 01:12:42.000000+00:00\", \"2020-12-20 06:36:40.000000+00:00\"], \"session_ids\": [\"65970787-afb2-49d5-a232-d07a50ad64dd\", \"5bedc13e-5dfc-42a8-b9ff-a0b5d558720d\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 2.019}}, {\"60621\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-12 18:37:26.000000+00:00\", \"2021-08-14 11:20:53.000000+00:00\"], \"session_ids\": [\"25a3b86b-37fc-43df-9dc2-b497435bb0fb\", \"5c95c1ab-c5ba-4319-b25c-da3ff06cfa44\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 5.545}}, {\"53688\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-05-30 12:09:37.000000+00:00\", \"2021-11-18 05:39:29.000000+00:00\", \"2021-06-04 06:31:46.000000+00:00\", \"2022-10-02 07:55:41.000000+00:00\", \"2022-09-05 14:37:04.000000+00:00\", \"2022-02-27 10:09:54.000000+00:00\", \"2020-08-01 15:51:40.000000+00:00\", \"2021-07-10 03:45:15.000000+00:00\"], \"session_ids\": [\"30cbaa01-c3ca-40ca-9f81-628d0334b75b\", \"83c457e7-38d3-4211-9938-3882fcaa45a9\", \"d6c400fb-7f16-430c-b127-8b785ed8f19b\", \"fe89dc65-3efb-4c19-8603-d03847c574af\", \"9df79a33-9e42-4aaa-ae75-9e210a6a7618\", \"3f462dee-8bf0-4648-9498-c2adfc9b235d\", \"16b093cb-4372-4629-9ef3-9e43c8d9cfb2\", \"0a851f9c-cbaa-4cbd-8e01-ab225281f5c1\"], \"total_duration\": 6448.0, \"total_sessions\": 8, \"mean_week_duration\": 43.568}}, {\"35976\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2019-10-27 09:22:28.000000+00:00\", \"2020-09-10 23:37:26.000000+00:00\", \"2022-04-24 06:44:40.000000+00:00\", \"2020-03-08 23:44:22.000000+00:00\", \"2022-02-22 16:44:46.000000+00:00\", \"2020-10-30 08:26:00.000000+00:00\", \"2020-09-19 04:44:29.000000+00:00\", \"2020-07-09 14:47:28.000000+00:00\", \"2020-02-22 20:06:48.000000+00:00\", \"2020-10-12 19:12:41.000000+00:00\"], \"session_ids\": [\"d990e1b0-b9c8-4ea0-a28f-ca695208a45a\", \"0944b53c-47e3-4057-b86f-949358c94c98\", \"1e96ec2b-787a-46ce-a690-73ba7f112a89\", \"b56259ff-f943-4d06-b60c-9ce40e5af9b4\", \"88f3ceab-bcec-4f27-877b-8369d8b4da9c\", \"28119073-9908-4eb3-bfc6-e40626bdcd03\", \"d23cf308-097c-482d-950e-84da97b8aba4\", \"d198dec5-62ca-40de-b238-d15ae095baf1\", \"8a85f16d-7c7b-464c-9fb4-79c8138c9f68\", \"6427db9f-92b0-4935-bca6-a0d3153ffeb7\"], \"total_duration\": 19140.0, \"total_sessions\": 10, \"mean_week_duration\": 147.231}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on users whose total amount of duration is strictly less than 4197 and greater than 1086 , perform sorting by total amount of duration in asc 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{\"93084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-02-12 03:05:58.000000+00:00\", \"2020-05-10 22:42:44.000000+00:00\", \"2022-12-04 16:56:28.000000+00:00\"], \"session_ids\": [\"c55b903e-39b1-4ce9-8744-babece2478d0\", \"d4117780-1c79-44cf-97cf-92ab663708a5\", \"9358dd6c-2e30-4ea3-8015-0b19447dd23a\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 0.313}, \"27007\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-24 13:47:38.000000+00:00\", \"2019-12-02 17:01:39.000000+00:00\"], \"session_ids\": [\"cf5ca816-3d8f-4bf4-bd62-71a9b7a7ffa0\", \"9d05d3b9-0546-4742-b119-b517eb22224a\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.517}, \"98589\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-12-29 16:24:58.000000+00:00\", \"2022-03-13 20:11:51.000000+00:00\", \"2023-05-24 18:10:26.000000+00:00\", \"2019-04-24 00:35:57.000000+00:00\"], \"session_ids\": [\"d304c136-62ad-4ac0-b187-bf8af392a74f\", \"93dba6e5-c151-42d9-9864-0d2f5f276fd4\", \"4e14adf9-a405-4bb0-bb4e-bebb06e7620a\", \"b5ad827c-5255-4794-ac46-52dd9e415106\"], \"total_duration\": 579.0, \"total_sessions\": 4, \"mean_week_duration\": 2.718}, \"69523\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-29 17:47:39.000000+00:00\", \"2022-01-16 00:11:00.000000+00:00\", \"2023-06-25 14:42:07.000000+00:00\", \"2019-11-10 15:42:49.000000+00:00\", \"2019-10-14 08:23:16.000000+00:00\", \"2021-06-20 13:57:52.000000+00:00\", \"2020-03-13 03:57:09.000000+00:00\"], \"session_ids\": [\"ee257e0b-a5e8-4304-b373-ad406156b099\", \"2c17e907-c0bb-4671-86f0-0544e2fa0a3a\", \"93616765-9757-4fe3-b43c-2b2e3896a7d5\", \"866bdd87-8757-48e5-a6db-9da0246126e0\", \"7962ae3b-a816-4766-b6bb-42f95d787f37\", \"79c07d21-d026-4c75-9c06-ecfdc4456823\", \"bfe421b7-9597-40cf-be48-a26c463f0a7b\"], \"total_duration\": 2538.0, \"total_sessions\": 7, \"mean_week_duration\": 13.15}, \"79716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-10 01:07:24.000000+00:00\", \"2022-01-02 05:00:04.000000+00:00\", \"2020-10-27 22:01:20.000000+00:00\", \"2020-12-09 01:45:12.000000+00:00\", \"2020-06-25 17:37:10.000000+00:00\", \"2020-05-23 01:15:19.000000+00:00\", \"2020-06-02 21:25:50.000000+00:00\", \"2021-01-21 12:29:27.000000+00:00\", \"2019-04-09 17:26:50.000000+00:00\", \"2020-03-26 06:18:47.000000+00:00\"], \"session_ids\": [\"4e4482ff-7e72-44e8-9194-ed245db88909\", \"d1ee12da-01e7-478f-9841-395a7019683b\", \"0908aa0c-fe97-4a2f-a576-3d6e5dd87f99\", \"ff0484d7-73da-4a79-853d-582f6f534359\", \"eccab3c8-4e71-4bd5-a987-656757730253\", \"b59dc314-9d9c-4e84-b7a8-30087e88d677\", \"f8184a1d-8385-4aad-825d-6edae02acd52\", \"8489ddb6-e2e8-4c9d-8675-53854206edbf\", \"d3ed49cf-a7f3-437e-8dbd-4b51f696d26b\", \"fe19e4f0-a603-417b-a93c-df50fb794a0b\"], \"total_duration\": 2102.0, \"total_sessions\": 10, \"mean_week_duration\": 14.699}, \"89904\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-07-23 03:41:13.000000+00:00\", \"2021-06-26 08:47:41.000000+00:00\"], \"session_ids\": [\"3d503a4b-a40c-4c31-9959-c3a19d2e796c\", \"12671352-6488-458c-a03f-3bcfcb44a27b\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 6.0}, \"76214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-02-21 00:47:52.000000+00:00\", \"2020-08-12 16:14:43.000000+00:00\"], \"session_ids\": [\"c18c208f-418c-43e0-b088-7a4490089807\", \"835ce1db-1cc4-40fe-8276-a0c625178fae\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 6.429}, \"56994\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-05-16 08:47:56.000000+00:00\", \"2021-10-16 05:49:46.000000+00:00\"], \"session_ids\": [\"83b39eee-28bc-44ab-995c-9f96c40ef2cf\", \"75afe1c4-a21e-48d0-b867-636024493280\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 2.819}, \"16606\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-04-05 11:49:58.000000+00:00\", \"2019-02-26 03:53:04.000000+00:00\", \"2022-01-14 17:03:27.000000+00:00\", \"2019-03-01 15:09:53.000000+00:00\", \"2021-10-08 20:28:38.000000+00:00\", \"2020-09-13 02:53:57.000000+00:00\", \"2021-08-22 18:37:01.000000+00:00\"], \"session_ids\": [\"3a0d4c3d-9a87-44d0-a8ef-21a76a330622\", \"0c9c92d8-c61e-4d01-9448-dcfb5d10ec37\", \"9e23bb58-1cf7-4cb2-83e0-b1c6cafc69d7\", \"9a2322c8-b87e-4baa-b03f-69bb555718f8\", \"05472f0a-7715-4256-830f-31b25dc80d8e\", \"b5a85f98-5935-4869-9639-2a3424ad05c7\", \"f5ab2cfe-c881-4bce-8481-7aa8bfe84a42\"], \"total_duration\": 71.0, \"total_sessions\": 7, \"mean_week_duration\": 0.438}, \"1919\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-07-05 13:57:49.000000+00:00\", \"2019-05-07 07:10:46.000000+00:00\"], \"session_ids\": [\"8d0e0861-fffd-477e-ab01-b81bce0e4aaf\", \"f76d17d8-dc30-495a-b742-a5a22112bf06\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 1.443}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 1086 and are less than 4197"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1086, 4197]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69523\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-29 17:47:39.000000+00:00\", \"2022-01-16 00:11:00.000000+00:00\", \"2023-06-25 14:42:07.000000+00:00\", \"2019-11-10 15:42:49.000000+00:00\", \"2019-10-14 08:23:16.000000+00:00\", \"2021-06-20 13:57:52.000000+00:00\", \"2020-03-13 03:57:09.000000+00:00\"], \"session_ids\": [\"ee257e0b-a5e8-4304-b373-ad406156b099\", \"2c17e907-c0bb-4671-86f0-0544e2fa0a3a\", \"93616765-9757-4fe3-b43c-2b2e3896a7d5\", \"866bdd87-8757-48e5-a6db-9da0246126e0\", \"7962ae3b-a816-4766-b6bb-42f95d787f37\", \"79c07d21-d026-4c75-9c06-ecfdc4456823\", \"bfe421b7-9597-40cf-be48-a26c463f0a7b\"], \"total_duration\": 2538.0, \"total_sessions\": 7, \"mean_week_duration\": 13.15}, \"79716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-10 01:07:24.000000+00:00\", \"2022-01-02 05:00:04.000000+00:00\", \"2020-10-27 22:01:20.000000+00:00\", \"2020-12-09 01:45:12.000000+00:00\", \"2020-06-25 17:37:10.000000+00:00\", \"2020-05-23 01:15:19.000000+00:00\", \"2020-06-02 21:25:50.000000+00:00\", \"2021-01-21 12:29:27.000000+00:00\", \"2019-04-09 17:26:50.000000+00:00\", \"2020-03-26 06:18:47.000000+00:00\"], \"session_ids\": [\"4e4482ff-7e72-44e8-9194-ed245db88909\", \"d1ee12da-01e7-478f-9841-395a7019683b\", \"0908aa0c-fe97-4a2f-a576-3d6e5dd87f99\", \"ff0484d7-73da-4a79-853d-582f6f534359\", \"eccab3c8-4e71-4bd5-a987-656757730253\", \"b59dc314-9d9c-4e84-b7a8-30087e88d677\", \"f8184a1d-8385-4aad-825d-6edae02acd52\", \"8489ddb6-e2e8-4c9d-8675-53854206edbf\", \"d3ed49cf-a7f3-437e-8dbd-4b51f696d26b\", \"fe19e4f0-a603-417b-a93c-df50fb794a0b\"], \"total_duration\": 2102.0, \"total_sessions\": 10, \"mean_week_duration\": 14.699}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"79716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-10 01:07:24.000000+00:00\", \"2022-01-02 05:00:04.000000+00:00\", \"2020-10-27 22:01:20.000000+00:00\", \"2020-12-09 01:45:12.000000+00:00\", \"2020-06-25 17:37:10.000000+00:00\", \"2020-05-23 01:15:19.000000+00:00\", \"2020-06-02 21:25:50.000000+00:00\", \"2021-01-21 12:29:27.000000+00:00\", \"2019-04-09 17:26:50.000000+00:00\", \"2020-03-26 06:18:47.000000+00:00\"], \"session_ids\": [\"4e4482ff-7e72-44e8-9194-ed245db88909\", \"d1ee12da-01e7-478f-9841-395a7019683b\", \"0908aa0c-fe97-4a2f-a576-3d6e5dd87f99\", \"ff0484d7-73da-4a79-853d-582f6f534359\", \"eccab3c8-4e71-4bd5-a987-656757730253\", \"b59dc314-9d9c-4e84-b7a8-30087e88d677\", \"f8184a1d-8385-4aad-825d-6edae02acd52\", \"8489ddb6-e2e8-4c9d-8675-53854206edbf\", \"d3ed49cf-a7f3-437e-8dbd-4b51f696d26b\", \"fe19e4f0-a603-417b-a93c-df50fb794a0b\"], \"total_duration\": 2102.0, \"total_sessions\": 10, \"mean_week_duration\": 14.699}}, {\"69523\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-29 17:47:39.000000+00:00\", \"2022-01-16 00:11:00.000000+00:00\", \"2023-06-25 14:42:07.000000+00:00\", \"2019-11-10 15:42:49.000000+00:00\", \"2019-10-14 08:23:16.000000+00:00\", \"2021-06-20 13:57:52.000000+00:00\", \"2020-03-13 03:57:09.000000+00:00\"], \"session_ids\": [\"ee257e0b-a5e8-4304-b373-ad406156b099\", \"2c17e907-c0bb-4671-86f0-0544e2fa0a3a\", \"93616765-9757-4fe3-b43c-2b2e3896a7d5\", \"866bdd87-8757-48e5-a6db-9da0246126e0\", \"7962ae3b-a816-4766-b6bb-42f95d787f37\", \"79c07d21-d026-4c75-9c06-ecfdc4456823\", \"bfe421b7-9597-40cf-be48-a26c463f0a7b\"], \"total_duration\": 2538.0, \"total_sessions\": 7, \"mean_week_duration\": 13.15}}]\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[{\"79716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-10 01:07:24.000000+00:00\", \"2022-01-02 05:00:04.000000+00:00\", \"2020-10-27 22:01:20.000000+00:00\", \"2020-12-09 01:45:12.000000+00:00\", \"2020-06-25 17:37:10.000000+00:00\", \"2020-05-23 01:15:19.000000+00:00\", \"2020-06-02 21:25:50.000000+00:00\", \"2021-01-21 12:29:27.000000+00:00\", \"2019-04-09 17:26:50.000000+00:00\", \"2020-03-26 06:18:47.000000+00:00\"], \"session_ids\": [\"4e4482ff-7e72-44e8-9194-ed245db88909\", \"d1ee12da-01e7-478f-9841-395a7019683b\", \"0908aa0c-fe97-4a2f-a576-3d6e5dd87f99\", \"ff0484d7-73da-4a79-853d-582f6f534359\", \"eccab3c8-4e71-4bd5-a987-656757730253\", \"b59dc314-9d9c-4e84-b7a8-30087e88d677\", \"f8184a1d-8385-4aad-825d-6edae02acd52\", \"8489ddb6-e2e8-4c9d-8675-53854206edbf\", \"d3ed49cf-a7f3-437e-8dbd-4b51f696d26b\", \"fe19e4f0-a603-417b-a93c-df50fb794a0b\"], \"total_duration\": 2102.0, \"total_sessions\": 10, \"mean_week_duration\": 14.699}}, {\"69523\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-29 17:47:39.000000+00:00\", \"2022-01-16 00:11:00.000000+00:00\", \"2023-06-25 14:42:07.000000+00:00\", \"2019-11-10 15:42:49.000000+00:00\", \"2019-10-14 08:23:16.000000+00:00\", \"2021-06-20 13:57:52.000000+00:00\", \"2020-03-13 03:57:09.000000+00:00\"], \"session_ids\": [\"ee257e0b-a5e8-4304-b373-ad406156b099\", \"2c17e907-c0bb-4671-86f0-0544e2fa0a3a\", \"93616765-9757-4fe3-b43c-2b2e3896a7d5\", \"866bdd87-8757-48e5-a6db-9da0246126e0\", \"7962ae3b-a816-4766-b6bb-42f95d787f37\", \"79c07d21-d026-4c75-9c06-ecfdc4456823\", \"bfe421b7-9597-40cf-be48-a26c463f0a7b\"], \"total_duration\": 2538.0, \"total_sessions\": 7, \"mean_week_duration\": 13.15}}]\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 4 users whose total time using the app is strictly greater than 3531 and less than 1462 plus do sorting by urban title in asc 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{\"96032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-03-09 08:47:42.000000+00:00\", \"2022-03-06 11:29:48.000000+00:00\", \"2021-04-03 02:57:31.000000+00:00\", \"2019-05-17 07:24:00.000000+00:00\", \"2021-08-14 07:01:27.000000+00:00\", \"2020-07-30 16:34:56.000000+00:00\", \"2020-08-11 13:16:07.000000+00:00\"], \"session_ids\": [\"324fa8e0-4613-45a7-83f7-82ffdd3ec6d8\", \"7c474abd-9c54-45cb-b65d-e97bf7ff3b92\", \"724d4c81-5ab9-49f0-a304-8db0bd1bbbf3\", \"97381ab5-f230-44ba-8e13-6bd4df029518\", \"aadc1ddd-85f1-4339-81b3-f65dc4bb0c67\", \"33c9c2cf-86fc-4bb9-bb9b-0aed6c0efde9\", \"1edeb3fb-663d-480f-bef0-8d5df82ff891\"], \"total_duration\": 8247.0, \"total_sessions\": 7, \"mean_week_duration\": 56.102}, \"76479\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-04 18:13:08.000000+00:00\", \"2020-10-08 02:16:48.000000+00:00\", \"2020-06-29 09:30:16.000000+00:00\", \"2021-03-21 07:12:28.000000+00:00\", \"2019-05-17 11:11:41.000000+00:00\", \"2022-04-25 15:49:35.000000+00:00\", \"2020-07-11 03:48:26.000000+00:00\"], \"session_ids\": [\"5351b29a-0b47-447c-90af-38af54a6ad79\", \"efb25296-443c-4cf4-85ff-916a989bd715\", \"1dd8a1ee-9857-4e0b-a9e8-66755723ed50\", \"d14c822c-6b50-4d0f-8001-fccab20dbca8\", \"e9e7f87d-a288-4ea6-ab84-000d5ddcfc9d\", \"4587e0bc-255f-4286-9c41-40758c6992f3\", \"a17e6abc-5af2-4def-984d-0f89bf9c7ff0\"], \"total_duration\": 154.0, \"total_sessions\": 7, \"mean_week_duration\": 1.0}, \"21775\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-04-12 10:09:31.000000+00:00\", \"2020-03-20 19:22:11.000000+00:00\"], \"session_ids\": [\"aaf0e338-ab19-4c57-a0a9-b492f064a05a\", \"dd0e3827-dbfc-4e06-9e22-e83ec69c77e8\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.106}, \"55861\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-16 17:05:44.000000+00:00\", \"2019-04-06 05:09:58.000000+00:00\", \"2021-12-10 04:11:55.000000+00:00\", \"2020-11-22 02:51:15.000000+00:00\", \"2022-11-22 01:53:52.000000+00:00\"], \"session_ids\": [\"a5d4b8a1-ca3b-47cd-aff2-786928c630e6\", \"b855c99f-2ff7-4d1b-9ab9-f8a63d561a24\", \"23faa08e-1274-4101-9145-78de49c9bf0a\", \"fb83d87c-9678-410b-a67c-4e4a76e91c68\", \"2d988d65-0d80-42a8-9a85-652048aca93d\"], \"total_duration\": 75.0, \"total_sessions\": 5, \"mean_week_duration\": 0.355}, \"79758\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-02-04 15:29:21.000000+00:00\", \"2021-03-24 03:30:22.000000+00:00\"], \"session_ids\": [\"467c91d5-91f3-4e3a-9b03-f23742e035e5\", \"2dd28e3a-7461-47de-8615-bbb9c817079d\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 1.109}, \"83079\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-06 05:13:27.000000+00:00\", \"2021-07-12 03:09:47.000000+00:00\"], \"session_ids\": [\"a5104b58-5444-49f2-aa65-ab78489b246d\", \"3163a94d-e2f9-4e51-9d25-38006788be49\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.311}, \"29251\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-06-02 07:50:45.000000+00:00\", \"2020-05-02 23:33:16.000000+00:00\", \"2023-04-02 16:40:36.000000+00:00\", \"2021-10-06 13:16:19.000000+00:00\", \"2022-11-23 13:10:30.000000+00:00\", \"2022-11-10 13:20:14.000000+00:00\", \"2020-02-04 04:21:11.000000+00:00\", \"2019-05-03 22:57:38.000000+00:00\", \"2022-12-01 15:54:10.000000+00:00\", \"2023-04-28 19:07:51.000000+00:00\"], \"session_ids\": [\"dfa184a2-8ffa-4c64-8ad4-8cfa09373f57\", \"15c90d47-2833-4b0a-92d3-bf370669eeb9\", \"7cb3762f-23d2-47ac-b89e-caad95c27c6d\", \"9e73cee3-b220-4f48-9905-12d98e6acd01\", \"125a5f8c-e254-4036-a9f3-c952c27d20f6\", \"82bce579-418c-4419-9e80-0b16ce5dc26b\", \"5e0c7726-e083-4e5e-a71d-fd9da867e60d\", \"1d98708e-c0dc-46f3-8ed2-6eb9e665c55c\", \"bd50863a-26b5-41c3-b754-3e0274831834\", \"2bd671e5-0e35-42d4-88d0-14401904851d\"], \"total_duration\": 22543.0, \"total_sessions\": 10, \"mean_week_duration\": 108.38}, \"97955\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-13 10:41:50.000000+00:00\", \"2023-05-26 10:35:34.000000+00:00\", \"2021-09-14 21:24:07.000000+00:00\"], \"session_ids\": [\"7240aafa-7535-4098-88bc-96fc0ad59b0e\", \"3daf284a-ffb4-4e5b-8bb4-8e1605b98ec5\", \"34a26a88-9d59-46df-a51e-a7c9f54fbb22\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.235}, \"37760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-18 21:36:36.000000+00:00\", \"2019-06-27 12:42:04.000000+00:00\", \"2020-04-07 10:03:15.000000+00:00\", \"2019-06-05 17:08:57.000000+00:00\", \"2021-05-05 18:03:40.000000+00:00\", \"2021-10-05 14:05:08.000000+00:00\", \"2021-06-29 19:33:02.000000+00:00\", \"2022-09-11 11:48:38.000000+00:00\", \"2020-12-03 08:44:51.000000+00:00\"], \"session_ids\": [\"4bdd5c74-992a-498f-9a75-da37502a87a0\", \"fc219eb4-eb88-46c4-b841-f06a0c5da221\", \"f20a8986-68c8-4447-bcfd-c43a471e9be6\", \"bae3c420-e700-431a-a8d2-024217b7fb7a\", \"5133edaf-e9a1-4124-97fb-1edec8b9de2f\", \"c3e72c01-908e-48fc-9eb4-aa645b4dec51\", \"e1062dff-46ee-4a02-a5a6-5a722a2bfbc5\", \"869218cf-5f02-4114-bab5-5ec6dddf28ff\", \"f7877c1e-7ed0-43ca-b99e-e981a59bba12\"], \"total_duration\": 160.0, \"total_sessions\": 9, \"mean_week_duration\": 0.936}, \"96577\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-14 07:00:05.000000+00:00\", \"2022-11-01 00:08:53.000000+00:00\", \"2021-05-24 21:50:16.000000+00:00\", \"2023-01-31 06:28:01.000000+00:00\", \"2021-09-23 02:17:34.000000+00:00\", \"2020-10-05 12:47:45.000000+00:00\", \"2022-08-01 14:57:01.000000+00:00\", \"2020-05-17 21:35:06.000000+00:00\", \"2020-04-18 10:52:58.000000+00:00\", \"2020-02-16 03:00:21.000000+00:00\", \"2022-05-31 17:25:57.000000+00:00\"], \"session_ids\": [\"a580e731-f98c-41f1-83d3-e8e47bc558e1\", \"d19d68d4-3dd9-42de-8056-82223855c106\", \"3e992d1c-58f6-48d4-86d1-57537de75e92\", \"e7ff53ac-f0d2-4ba3-8453-84e387f6e058\", \"d0dbe7d2-0810-4392-818b-ea0eda8d5f77\", \"3c008689-fa9e-471f-b9b8-a6227cf32d22\", \"30524079-1296-4a2b-bb79-b39496dffca2\", \"d8c8e94d-d3b1-4fa1-9b49-b930c7ffb158\", \"2506da70-9735-4d2b-a780-de7ff1fe1b36\", \"fcc49b79-12b9-4626-9622-5bb6a02ff24a\", \"8579eba2-36b8-4e00-83a1-f7752a9a6822\"], \"total_duration\": 21106.0, \"total_sessions\": 11, \"mean_week_duration\": 136.168}}\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[{\"55861\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-16 17:05:44.000000+00:00\", \"2019-04-06 05:09:58.000000+00:00\", \"2021-12-10 04:11:55.000000+00:00\", \"2020-11-22 02:51:15.000000+00:00\", \"2022-11-22 01:53:52.000000+00:00\"], \"session_ids\": [\"a5d4b8a1-ca3b-47cd-aff2-786928c630e6\", \"b855c99f-2ff7-4d1b-9ab9-f8a63d561a24\", \"23faa08e-1274-4101-9145-78de49c9bf0a\", \"fb83d87c-9678-410b-a67c-4e4a76e91c68\", \"2d988d65-0d80-42a8-9a85-652048aca93d\"], \"total_duration\": 75.0, \"total_sessions\": 5, \"mean_week_duration\": 0.355}}, {\"37760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-18 21:36:36.000000+00:00\", \"2019-06-27 12:42:04.000000+00:00\", \"2020-04-07 10:03:15.000000+00:00\", \"2019-06-05 17:08:57.000000+00:00\", \"2021-05-05 18:03:40.000000+00:00\", \"2021-10-05 14:05:08.000000+00:00\", \"2021-06-29 19:33:02.000000+00:00\", \"2022-09-11 11:48:38.000000+00:00\", \"2020-12-03 08:44:51.000000+00:00\"], \"session_ids\": [\"4bdd5c74-992a-498f-9a75-da37502a87a0\", \"fc219eb4-eb88-46c4-b841-f06a0c5da221\", \"f20a8986-68c8-4447-bcfd-c43a471e9be6\", \"bae3c420-e700-431a-a8d2-024217b7fb7a\", \"5133edaf-e9a1-4124-97fb-1edec8b9de2f\", \"c3e72c01-908e-48fc-9eb4-aa645b4dec51\", \"e1062dff-46ee-4a02-a5a6-5a722a2bfbc5\", \"869218cf-5f02-4114-bab5-5ec6dddf28ff\", \"f7877c1e-7ed0-43ca-b99e-e981a59bba12\"], \"total_duration\": 160.0, \"total_sessions\": 9, \"mean_week_duration\": 0.936}}, {\"96032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-03-09 08:47:42.000000+00:00\", \"2022-03-06 11:29:48.000000+00:00\", \"2021-04-03 02:57:31.000000+00:00\", \"2019-05-17 07:24:00.000000+00:00\", \"2021-08-14 07:01:27.000000+00:00\", \"2020-07-30 16:34:56.000000+00:00\", \"2020-08-11 13:16:07.000000+00:00\"], \"session_ids\": [\"324fa8e0-4613-45a7-83f7-82ffdd3ec6d8\", \"7c474abd-9c54-45cb-b65d-e97bf7ff3b92\", \"724d4c81-5ab9-49f0-a304-8db0bd1bbbf3\", \"97381ab5-f230-44ba-8e13-6bd4df029518\", \"aadc1ddd-85f1-4339-81b3-f65dc4bb0c67\", \"33c9c2cf-86fc-4bb9-bb9b-0aed6c0efde9\", \"1edeb3fb-663d-480f-bef0-8d5df82ff891\"], \"total_duration\": 8247.0, \"total_sessions\": 7, \"mean_week_duration\": 56.102}}, {\"76479\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-04 18:13:08.000000+00:00\", \"2020-10-08 02:16:48.000000+00:00\", \"2020-06-29 09:30:16.000000+00:00\", \"2021-03-21 07:12:28.000000+00:00\", \"2019-05-17 11:11:41.000000+00:00\", \"2022-04-25 15:49:35.000000+00:00\", \"2020-07-11 03:48:26.000000+00:00\"], \"session_ids\": [\"5351b29a-0b47-447c-90af-38af54a6ad79\", \"efb25296-443c-4cf4-85ff-916a989bd715\", \"1dd8a1ee-9857-4e0b-a9e8-66755723ed50\", \"d14c822c-6b50-4d0f-8001-fccab20dbca8\", \"e9e7f87d-a288-4ea6-ab84-000d5ddcfc9d\", \"4587e0bc-255f-4286-9c41-40758c6992f3\", \"a17e6abc-5af2-4def-984d-0f89bf9c7ff0\"], \"total_duration\": 154.0, \"total_sessions\": 7, \"mean_week_duration\": 1.0}}, {\"21775\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-04-12 10:09:31.000000+00:00\", \"2020-03-20 19:22:11.000000+00:00\"], \"session_ids\": [\"aaf0e338-ab19-4c57-a0a9-b492f064a05a\", \"dd0e3827-dbfc-4e06-9e22-e83ec69c77e8\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.106}}, {\"79758\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-02-04 15:29:21.000000+00:00\", \"2021-03-24 03:30:22.000000+00:00\"], \"session_ids\": [\"467c91d5-91f3-4e3a-9b03-f23742e035e5\", \"2dd28e3a-7461-47de-8615-bbb9c817079d\"], \"total_duration\": 51.0, \"total_sessions\": 2, \"mean_week_duration\": 1.109}}, {\"29251\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-06-02 07:50:45.000000+00:00\", \"2020-05-02 23:33:16.000000+00:00\", \"2023-04-02 16:40:36.000000+00:00\", \"2021-10-06 13:16:19.000000+00:00\", \"2022-11-23 13:10:30.000000+00:00\", \"2022-11-10 13:20:14.000000+00:00\", \"2020-02-04 04:21:11.000000+00:00\", \"2019-05-03 22:57:38.000000+00:00\", \"2022-12-01 15:54:10.000000+00:00\", \"2023-04-28 19:07:51.000000+00:00\"], \"session_ids\": [\"dfa184a2-8ffa-4c64-8ad4-8cfa09373f57\", \"15c90d47-2833-4b0a-92d3-bf370669eeb9\", \"7cb3762f-23d2-47ac-b89e-caad95c27c6d\", \"9e73cee3-b220-4f48-9905-12d98e6acd01\", \"125a5f8c-e254-4036-a9f3-c952c27d20f6\", \"82bce579-418c-4419-9e80-0b16ce5dc26b\", \"5e0c7726-e083-4e5e-a71d-fd9da867e60d\", \"1d98708e-c0dc-46f3-8ed2-6eb9e665c55c\", \"bd50863a-26b5-41c3-b754-3e0274831834\", \"2bd671e5-0e35-42d4-88d0-14401904851d\"], \"total_duration\": 22543.0, \"total_sessions\": 10, \"mean_week_duration\": 108.38}}, {\"83079\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-06 05:13:27.000000+00:00\", \"2021-07-12 03:09:47.000000+00:00\"], \"session_ids\": [\"a5104b58-5444-49f2-aa65-ab78489b246d\", \"3163a94d-e2f9-4e51-9d25-38006788be49\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.311}}, {\"96577\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-14 07:00:05.000000+00:00\", \"2022-11-01 00:08:53.000000+00:00\", \"2021-05-24 21:50:16.000000+00:00\", \"2023-01-31 06:28:01.000000+00:00\", \"2021-09-23 02:17:34.000000+00:00\", \"2020-10-05 12:47:45.000000+00:00\", \"2022-08-01 14:57:01.000000+00:00\", \"2020-05-17 21:35:06.000000+00:00\", \"2020-04-18 10:52:58.000000+00:00\", \"2020-02-16 03:00:21.000000+00:00\", \"2022-05-31 17:25:57.000000+00:00\"], \"session_ids\": [\"a580e731-f98c-41f1-83d3-e8e47bc558e1\", \"d19d68d4-3dd9-42de-8056-82223855c106\", \"3e992d1c-58f6-48d4-86d1-57537de75e92\", \"e7ff53ac-f0d2-4ba3-8453-84e387f6e058\", \"d0dbe7d2-0810-4392-818b-ea0eda8d5f77\", \"3c008689-fa9e-471f-b9b8-a6227cf32d22\", \"30524079-1296-4a2b-bb79-b39496dffca2\", \"d8c8e94d-d3b1-4fa1-9b49-b930c7ffb158\", \"2506da70-9735-4d2b-a780-de7ff1fe1b36\", \"fcc49b79-12b9-4626-9622-5bb6a02ff24a\", \"8579eba2-36b8-4e00-83a1-f7752a9a6822\"], \"total_duration\": 21106.0, \"total_sessions\": 11, \"mean_week_duration\": 136.168}}, {\"97955\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-13 10:41:50.000000+00:00\", \"2023-05-26 10:35:34.000000+00:00\", \"2021-09-14 21:24:07.000000+00:00\"], \"session_ids\": [\"7240aafa-7535-4098-88bc-96fc0ad59b0e\", \"3daf284a-ffb4-4e5b-8bb4-8e1605b98ec5\", \"34a26a88-9d59-46df-a51e-a7c9f54fbb22\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.235}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55861\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-16 17:05:44.000000+00:00\", \"2019-04-06 05:09:58.000000+00:00\", \"2021-12-10 04:11:55.000000+00:00\", \"2020-11-22 02:51:15.000000+00:00\", \"2022-11-22 01:53:52.000000+00:00\"], \"session_ids\": [\"a5d4b8a1-ca3b-47cd-aff2-786928c630e6\", \"b855c99f-2ff7-4d1b-9ab9-f8a63d561a24\", \"23faa08e-1274-4101-9145-78de49c9bf0a\", \"fb83d87c-9678-410b-a67c-4e4a76e91c68\", \"2d988d65-0d80-42a8-9a85-652048aca93d\"], \"total_duration\": 75.0, \"total_sessions\": 5, \"mean_week_duration\": 0.355}}, {\"37760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-18 21:36:36.000000+00:00\", \"2019-06-27 12:42:04.000000+00:00\", \"2020-04-07 10:03:15.000000+00:00\", \"2019-06-05 17:08:57.000000+00:00\", \"2021-05-05 18:03:40.000000+00:00\", \"2021-10-05 14:05:08.000000+00:00\", \"2021-06-29 19:33:02.000000+00:00\", \"2022-09-11 11:48:38.000000+00:00\", \"2020-12-03 08:44:51.000000+00:00\"], \"session_ids\": [\"4bdd5c74-992a-498f-9a75-da37502a87a0\", \"fc219eb4-eb88-46c4-b841-f06a0c5da221\", \"f20a8986-68c8-4447-bcfd-c43a471e9be6\", \"bae3c420-e700-431a-a8d2-024217b7fb7a\", \"5133edaf-e9a1-4124-97fb-1edec8b9de2f\", \"c3e72c01-908e-48fc-9eb4-aa645b4dec51\", \"e1062dff-46ee-4a02-a5a6-5a722a2bfbc5\", \"869218cf-5f02-4114-bab5-5ec6dddf28ff\", \"f7877c1e-7ed0-43ca-b99e-e981a59bba12\"], \"total_duration\": 160.0, \"total_sessions\": 9, \"mean_week_duration\": 0.936}}, {\"96032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-03-09 08:47:42.000000+00:00\", \"2022-03-06 11:29:48.000000+00:00\", \"2021-04-03 02:57:31.000000+00:00\", \"2019-05-17 07:24:00.000000+00:00\", \"2021-08-14 07:01:27.000000+00:00\", \"2020-07-30 16:34:56.000000+00:00\", \"2020-08-11 13:16:07.000000+00:00\"], \"session_ids\": [\"324fa8e0-4613-45a7-83f7-82ffdd3ec6d8\", \"7c474abd-9c54-45cb-b65d-e97bf7ff3b92\", \"724d4c81-5ab9-49f0-a304-8db0bd1bbbf3\", \"97381ab5-f230-44ba-8e13-6bd4df029518\", \"aadc1ddd-85f1-4339-81b3-f65dc4bb0c67\", \"33c9c2cf-86fc-4bb9-bb9b-0aed6c0efde9\", \"1edeb3fb-663d-480f-bef0-8d5df82ff891\"], \"total_duration\": 8247.0, \"total_sessions\": 7, \"mean_week_duration\": 56.102}}, {\"76479\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-04 18:13:08.000000+00:00\", \"2020-10-08 02:16:48.000000+00:00\", \"2020-06-29 09:30:16.000000+00:00\", \"2021-03-21 07:12:28.000000+00:00\", \"2019-05-17 11:11:41.000000+00:00\", \"2022-04-25 15:49:35.000000+00:00\", \"2020-07-11 03:48:26.000000+00:00\"], \"session_ids\": [\"5351b29a-0b47-447c-90af-38af54a6ad79\", \"efb25296-443c-4cf4-85ff-916a989bd715\", \"1dd8a1ee-9857-4e0b-a9e8-66755723ed50\", \"d14c822c-6b50-4d0f-8001-fccab20dbca8\", \"e9e7f87d-a288-4ea6-ab84-000d5ddcfc9d\", \"4587e0bc-255f-4286-9c41-40758c6992f3\", \"a17e6abc-5af2-4def-984d-0f89bf9c7ff0\"], \"total_duration\": 154.0, \"total_sessions\": 7, \"mean_week_duration\": 1.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"55861\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-16 17:05:44.000000+00:00\", \"2019-04-06 05:09:58.000000+00:00\", \"2021-12-10 04:11:55.000000+00:00\", \"2020-11-22 02:51:15.000000+00:00\", \"2022-11-22 01:53:52.000000+00:00\"], \"session_ids\": [\"a5d4b8a1-ca3b-47cd-aff2-786928c630e6\", \"b855c99f-2ff7-4d1b-9ab9-f8a63d561a24\", \"23faa08e-1274-4101-9145-78de49c9bf0a\", \"fb83d87c-9678-410b-a67c-4e4a76e91c68\", \"2d988d65-0d80-42a8-9a85-652048aca93d\"], \"total_duration\": 75.0, \"total_sessions\": 5, \"mean_week_duration\": 0.355}}, {\"37760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-18 21:36:36.000000+00:00\", \"2019-06-27 12:42:04.000000+00:00\", \"2020-04-07 10:03:15.000000+00:00\", \"2019-06-05 17:08:57.000000+00:00\", \"2021-05-05 18:03:40.000000+00:00\", \"2021-10-05 14:05:08.000000+00:00\", \"2021-06-29 19:33:02.000000+00:00\", \"2022-09-11 11:48:38.000000+00:00\", \"2020-12-03 08:44:51.000000+00:00\"], \"session_ids\": [\"4bdd5c74-992a-498f-9a75-da37502a87a0\", \"fc219eb4-eb88-46c4-b841-f06a0c5da221\", \"f20a8986-68c8-4447-bcfd-c43a471e9be6\", \"bae3c420-e700-431a-a8d2-024217b7fb7a\", \"5133edaf-e9a1-4124-97fb-1edec8b9de2f\", \"c3e72c01-908e-48fc-9eb4-aa645b4dec51\", \"e1062dff-46ee-4a02-a5a6-5a722a2bfbc5\", \"869218cf-5f02-4114-bab5-5ec6dddf28ff\", \"f7877c1e-7ed0-43ca-b99e-e981a59bba12\"], \"total_duration\": 160.0, \"total_sessions\": 9, \"mean_week_duration\": 0.936}}, {\"96032\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-03-09 08:47:42.000000+00:00\", \"2022-03-06 11:29:48.000000+00:00\", \"2021-04-03 02:57:31.000000+00:00\", \"2019-05-17 07:24:00.000000+00:00\", \"2021-08-14 07:01:27.000000+00:00\", \"2020-07-30 16:34:56.000000+00:00\", \"2020-08-11 13:16:07.000000+00:00\"], \"session_ids\": [\"324fa8e0-4613-45a7-83f7-82ffdd3ec6d8\", \"7c474abd-9c54-45cb-b65d-e97bf7ff3b92\", \"724d4c81-5ab9-49f0-a304-8db0bd1bbbf3\", \"97381ab5-f230-44ba-8e13-6bd4df029518\", \"aadc1ddd-85f1-4339-81b3-f65dc4bb0c67\", \"33c9c2cf-86fc-4bb9-bb9b-0aed6c0efde9\", \"1edeb3fb-663d-480f-bef0-8d5df82ff891\"], \"total_duration\": 8247.0, \"total_sessions\": 7, \"mean_week_duration\": 56.102}}, {\"76479\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-04 18:13:08.000000+00:00\", \"2020-10-08 02:16:48.000000+00:00\", \"2020-06-29 09:30:16.000000+00:00\", \"2021-03-21 07:12:28.000000+00:00\", \"2019-05-17 11:11:41.000000+00:00\", \"2022-04-25 15:49:35.000000+00:00\", \"2020-07-11 03:48:26.000000+00:00\"], \"session_ids\": [\"5351b29a-0b47-447c-90af-38af54a6ad79\", \"efb25296-443c-4cf4-85ff-916a989bd715\", \"1dd8a1ee-9857-4e0b-a9e8-66755723ed50\", \"d14c822c-6b50-4d0f-8001-fccab20dbca8\", \"e9e7f87d-a288-4ea6-ab84-000d5ddcfc9d\", \"4587e0bc-255f-4286-9c41-40758c6992f3\", \"a17e6abc-5af2-4def-984d-0f89bf9c7ff0\"], \"total_duration\": 154.0, \"total_sessions\": 7, \"mean_week_duration\": 1.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about users I can't find living in city Havana + put to use sorting by average of total time spent in the app per week risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42066\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-16 18:46:19.000000+00:00\", \"2019-07-31 19:09:45.000000+00:00\"], \"session_ids\": [\"9867c92b-987d-4046-92ad-32ab616e0aad\", \"8d48215f-80b1-4d6e-851b-3e3e39ff8639\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 12.333}, \"94705\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-07 18:11:07.000000+00:00\", \"2022-08-04 13:12:45.000000+00:00\"], \"session_ids\": [\"5dff1940-f85b-4250-8e6a-201536c101b0\", \"874f0b31-80c5-4d84-a799-6cac4085089c\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.962}, \"13762\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-05-31 03:00:08.000000+00:00\", \"2022-06-22 14:15:41.000000+00:00\", \"2020-12-19 06:09:09.000000+00:00\", \"2019-05-31 03:23:32.000000+00:00\", \"2019-08-07 19:17:45.000000+00:00\"], \"session_ids\": [\"22decfab-9e54-45a8-b3b3-993412a0ae49\", \"3e9da3ce-427e-410b-96ed-28834120985c\", \"f9d914ab-d8a4-4724-b7f1-e34359b087e1\", \"3c5242ca-9d08-4af2-99ae-554fab67e283\", \"a9024379-f1dd-44a1-a846-90e72c780a47\"], \"total_duration\": 823.0, \"total_sessions\": 5, \"mean_week_duration\": 5.144}, \"14477\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 10, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-11 03:51:37.000000+00:00\", \"2023-05-09 07:01:59.000000+00:00\"], \"session_ids\": [\"68e87d96-e982-40f0-b1e6-f338d3981522\", \"606a292d-e8ad-4091-a2fb-2b50b7c922bd\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.437}, \"27226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-24 15:41:15.000000+00:00\", \"2020-12-04 05:02:15.000000+00:00\", \"2021-07-27 08:45:28.000000+00:00\", \"2020-01-02 12:33:27.000000+00:00\"], \"session_ids\": [\"7b874200-a9bf-4f3a-8561-5898b1931b7a\", \"10ba208d-fce8-416d-8eb4-e7f7a934126e\", \"538d7846-d044-4694-9748-96d9c720b598\", \"c67efd01-3bf5-4dd9-a7f6-cf41d7efbc23\"], \"total_duration\": 1152.0, \"total_sessions\": 4, \"mean_week_duration\": 8.597}, \"18994\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-04-24 23:50:42.000000+00:00\", \"2019-03-29 00:58:08.000000+00:00\"], \"session_ids\": [\"fbb3ef98-1344-43ba-9918-65247d2a75f2\", \"8e052ffb-c71b-4537-9906-8429f0b53509\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.643}, \"82085\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-01-06 11:01:51.000000+00:00\", \"2021-08-21 19:17:37.000000+00:00\", \"2019-02-19 16:58:32.000000+00:00\", \"2022-02-05 01:17:11.000000+00:00\", \"2022-01-12 22:20:53.000000+00:00\", \"2019-12-22 13:45:03.000000+00:00\", \"2022-06-04 15:17:27.000000+00:00\", \"2020-04-22 08:05:32.000000+00:00\"], \"session_ids\": [\"513b23d2-4b08-45d9-ac90-667746f3464d\", \"39f1e22b-57aa-41da-98af-431c590991b7\", \"281e70c8-3acf-4f3b-976f-314827f59f72\", \"2df35d20-7450-43d1-bdfe-7890fbd798d2\", \"307634ee-ce03-415c-b3ee-e8b0359bfb32\", \"0e7fb90f-7cf4-4f42-89bc-9c0e82a18e22\", \"96bb56e4-cd3d-4471-8dbb-f7d9cd6c2fd2\", \"067de52b-fa1f-4296-ba5f-c7d07027cc43\"], \"total_duration\": 15262.0, \"total_sessions\": 8, \"mean_week_duration\": 88.733}, \"13880\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-26 10:35:00.000000+00:00\", \"2022-04-21 00:03:26.000000+00:00\", \"2022-02-18 02:31:29.000000+00:00\"], \"session_ids\": [\"c7e4b1cb-2ac8-4a5e-bd45-22b59bd31652\", \"6465a200-f86b-440b-b07a-697ea5e99daf\", \"46dc2281-1cd7-471b-a127-8b5537d7ceb8\"], \"total_duration\": 553.0, \"total_sessions\": 3, \"mean_week_duration\": 8.379}, \"85760\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-27 05:14:54.000000+00:00\", \"2021-12-07 05:35:50.000000+00:00\", \"2020-11-30 16:35:01.000000+00:00\", \"2021-11-09 07:15:36.000000+00:00\"], \"session_ids\": [\"98132b60-5b49-4fee-9aaf-c79d12a4170f\", \"b3327dec-660b-47b6-baa7-8c296d5becec\", \"c1cd1b4c-8161-40cc-ba12-64f6ea70f06a\", \"9de66434-8f06-40ba-87ff-277a975bc78d\"], \"total_duration\": 1308.0, \"total_sessions\": 4, \"mean_week_duration\": 10.219}, \"70349\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-02 00:13:45.000000+00:00\", \"2020-10-28 23:57:19.000000+00:00\", \"2022-12-12 03:32:59.000000+00:00\", \"2022-08-21 15:36:36.000000+00:00\", \"2021-11-05 06:18:02.000000+00:00\"], \"session_ids\": [\"3ac5f649-722d-444e-986a-96c3f7e43858\", \"da50cf7b-d71d-41c1-8875-15006fc8c2aa\", \"f766d4ff-e605-444c-bd94-979abd955177\", \"bd369f09-3173-4093-afab-ba6b2f220973\", \"443ecd7d-d53a-4eef-a581-930030574209\"], \"total_duration\": 246.0, \"total_sessions\": 5, \"mean_week_duration\": 2.216}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Havana"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Havana\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42066\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-16 18:46:19.000000+00:00\", \"2019-07-31 19:09:45.000000+00:00\"], \"session_ids\": [\"9867c92b-987d-4046-92ad-32ab616e0aad\", \"8d48215f-80b1-4d6e-851b-3e3e39ff8639\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 12.333}, \"94705\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-07 18:11:07.000000+00:00\", \"2022-08-04 13:12:45.000000+00:00\"], \"session_ids\": [\"5dff1940-f85b-4250-8e6a-201536c101b0\", \"874f0b31-80c5-4d84-a799-6cac4085089c\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.962}, \"13762\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-05-31 03:00:08.000000+00:00\", \"2022-06-22 14:15:41.000000+00:00\", \"2020-12-19 06:09:09.000000+00:00\", \"2019-05-31 03:23:32.000000+00:00\", \"2019-08-07 19:17:45.000000+00:00\"], \"session_ids\": [\"22decfab-9e54-45a8-b3b3-993412a0ae49\", \"3e9da3ce-427e-410b-96ed-28834120985c\", \"f9d914ab-d8a4-4724-b7f1-e34359b087e1\", \"3c5242ca-9d08-4af2-99ae-554fab67e283\", \"a9024379-f1dd-44a1-a846-90e72c780a47\"], \"total_duration\": 823.0, \"total_sessions\": 5, \"mean_week_duration\": 5.144}, \"14477\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 10, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-11 03:51:37.000000+00:00\", \"2023-05-09 07:01:59.000000+00:00\"], \"session_ids\": [\"68e87d96-e982-40f0-b1e6-f338d3981522\", \"606a292d-e8ad-4091-a2fb-2b50b7c922bd\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.437}, \"27226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-24 15:41:15.000000+00:00\", \"2020-12-04 05:02:15.000000+00:00\", \"2021-07-27 08:45:28.000000+00:00\", \"2020-01-02 12:33:27.000000+00:00\"], \"session_ids\": [\"7b874200-a9bf-4f3a-8561-5898b1931b7a\", \"10ba208d-fce8-416d-8eb4-e7f7a934126e\", \"538d7846-d044-4694-9748-96d9c720b598\", \"c67efd01-3bf5-4dd9-a7f6-cf41d7efbc23\"], \"total_duration\": 1152.0, \"total_sessions\": 4, \"mean_week_duration\": 8.597}, \"18994\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-04-24 23:50:42.000000+00:00\", \"2019-03-29 00:58:08.000000+00:00\"], \"session_ids\": [\"fbb3ef98-1344-43ba-9918-65247d2a75f2\", \"8e052ffb-c71b-4537-9906-8429f0b53509\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.643}, \"82085\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-01-06 11:01:51.000000+00:00\", \"2021-08-21 19:17:37.000000+00:00\", \"2019-02-19 16:58:32.000000+00:00\", \"2022-02-05 01:17:11.000000+00:00\", \"2022-01-12 22:20:53.000000+00:00\", \"2019-12-22 13:45:03.000000+00:00\", \"2022-06-04 15:17:27.000000+00:00\", \"2020-04-22 08:05:32.000000+00:00\"], \"session_ids\": [\"513b23d2-4b08-45d9-ac90-667746f3464d\", \"39f1e22b-57aa-41da-98af-431c590991b7\", \"281e70c8-3acf-4f3b-976f-314827f59f72\", \"2df35d20-7450-43d1-bdfe-7890fbd798d2\", \"307634ee-ce03-415c-b3ee-e8b0359bfb32\", \"0e7fb90f-7cf4-4f42-89bc-9c0e82a18e22\", \"96bb56e4-cd3d-4471-8dbb-f7d9cd6c2fd2\", \"067de52b-fa1f-4296-ba5f-c7d07027cc43\"], \"total_duration\": 15262.0, \"total_sessions\": 8, \"mean_week_duration\": 88.733}, \"13880\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-26 10:35:00.000000+00:00\", \"2022-04-21 00:03:26.000000+00:00\", \"2022-02-18 02:31:29.000000+00:00\"], \"session_ids\": [\"c7e4b1cb-2ac8-4a5e-bd45-22b59bd31652\", \"6465a200-f86b-440b-b07a-697ea5e99daf\", \"46dc2281-1cd7-471b-a127-8b5537d7ceb8\"], \"total_duration\": 553.0, \"total_sessions\": 3, \"mean_week_duration\": 8.379}, \"85760\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-27 05:14:54.000000+00:00\", \"2021-12-07 05:35:50.000000+00:00\", \"2020-11-30 16:35:01.000000+00:00\", \"2021-11-09 07:15:36.000000+00:00\"], \"session_ids\": [\"98132b60-5b49-4fee-9aaf-c79d12a4170f\", \"b3327dec-660b-47b6-baa7-8c296d5becec\", \"c1cd1b4c-8161-40cc-ba12-64f6ea70f06a\", \"9de66434-8f06-40ba-87ff-277a975bc78d\"], \"total_duration\": 1308.0, \"total_sessions\": 4, \"mean_week_duration\": 10.219}, \"70349\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-02 00:13:45.000000+00:00\", \"2020-10-28 23:57:19.000000+00:00\", \"2022-12-12 03:32:59.000000+00:00\", \"2022-08-21 15:36:36.000000+00:00\", \"2021-11-05 06:18:02.000000+00:00\"], \"session_ids\": [\"3ac5f649-722d-444e-986a-96c3f7e43858\", \"da50cf7b-d71d-41c1-8875-15006fc8c2aa\", \"f766d4ff-e605-444c-bd94-979abd955177\", \"bd369f09-3173-4093-afab-ba6b2f220973\", \"443ecd7d-d53a-4eef-a581-930030574209\"], \"total_duration\": 246.0, \"total_sessions\": 5, \"mean_week_duration\": 2.216}}\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[{\"14477\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 10, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-11 03:51:37.000000+00:00\", \"2023-05-09 07:01:59.000000+00:00\"], \"session_ids\": [\"68e87d96-e982-40f0-b1e6-f338d3981522\", \"606a292d-e8ad-4091-a2fb-2b50b7c922bd\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.437}}, {\"18994\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-04-24 23:50:42.000000+00:00\", \"2019-03-29 00:58:08.000000+00:00\"], \"session_ids\": [\"fbb3ef98-1344-43ba-9918-65247d2a75f2\", \"8e052ffb-c71b-4537-9906-8429f0b53509\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.643}}, {\"94705\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-07 18:11:07.000000+00:00\", \"2022-08-04 13:12:45.000000+00:00\"], \"session_ids\": [\"5dff1940-f85b-4250-8e6a-201536c101b0\", \"874f0b31-80c5-4d84-a799-6cac4085089c\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.962}}, {\"70349\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-02 00:13:45.000000+00:00\", \"2020-10-28 23:57:19.000000+00:00\", \"2022-12-12 03:32:59.000000+00:00\", \"2022-08-21 15:36:36.000000+00:00\", \"2021-11-05 06:18:02.000000+00:00\"], \"session_ids\": [\"3ac5f649-722d-444e-986a-96c3f7e43858\", \"da50cf7b-d71d-41c1-8875-15006fc8c2aa\", \"f766d4ff-e605-444c-bd94-979abd955177\", \"bd369f09-3173-4093-afab-ba6b2f220973\", \"443ecd7d-d53a-4eef-a581-930030574209\"], \"total_duration\": 246.0, \"total_sessions\": 5, \"mean_week_duration\": 2.216}}, {\"13762\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-05-31 03:00:08.000000+00:00\", \"2022-06-22 14:15:41.000000+00:00\", \"2020-12-19 06:09:09.000000+00:00\", \"2019-05-31 03:23:32.000000+00:00\", \"2019-08-07 19:17:45.000000+00:00\"], \"session_ids\": [\"22decfab-9e54-45a8-b3b3-993412a0ae49\", \"3e9da3ce-427e-410b-96ed-28834120985c\", \"f9d914ab-d8a4-4724-b7f1-e34359b087e1\", \"3c5242ca-9d08-4af2-99ae-554fab67e283\", \"a9024379-f1dd-44a1-a846-90e72c780a47\"], \"total_duration\": 823.0, \"total_sessions\": 5, \"mean_week_duration\": 5.144}}, {\"13880\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-26 10:35:00.000000+00:00\", \"2022-04-21 00:03:26.000000+00:00\", \"2022-02-18 02:31:29.000000+00:00\"], \"session_ids\": [\"c7e4b1cb-2ac8-4a5e-bd45-22b59bd31652\", \"6465a200-f86b-440b-b07a-697ea5e99daf\", \"46dc2281-1cd7-471b-a127-8b5537d7ceb8\"], \"total_duration\": 553.0, \"total_sessions\": 3, \"mean_week_duration\": 8.379}}, {\"27226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-24 15:41:15.000000+00:00\", \"2020-12-04 05:02:15.000000+00:00\", \"2021-07-27 08:45:28.000000+00:00\", \"2020-01-02 12:33:27.000000+00:00\"], \"session_ids\": [\"7b874200-a9bf-4f3a-8561-5898b1931b7a\", \"10ba208d-fce8-416d-8eb4-e7f7a934126e\", \"538d7846-d044-4694-9748-96d9c720b598\", \"c67efd01-3bf5-4dd9-a7f6-cf41d7efbc23\"], \"total_duration\": 1152.0, \"total_sessions\": 4, \"mean_week_duration\": 8.597}}, {\"85760\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-27 05:14:54.000000+00:00\", \"2021-12-07 05:35:50.000000+00:00\", \"2020-11-30 16:35:01.000000+00:00\", \"2021-11-09 07:15:36.000000+00:00\"], \"session_ids\": [\"98132b60-5b49-4fee-9aaf-c79d12a4170f\", \"b3327dec-660b-47b6-baa7-8c296d5becec\", \"c1cd1b4c-8161-40cc-ba12-64f6ea70f06a\", \"9de66434-8f06-40ba-87ff-277a975bc78d\"], \"total_duration\": 1308.0, \"total_sessions\": 4, \"mean_week_duration\": 10.219}}, {\"42066\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-16 18:46:19.000000+00:00\", \"2019-07-31 19:09:45.000000+00:00\"], \"session_ids\": [\"9867c92b-987d-4046-92ad-32ab616e0aad\", \"8d48215f-80b1-4d6e-851b-3e3e39ff8639\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 12.333}}, {\"82085\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-01-06 11:01:51.000000+00:00\", \"2021-08-21 19:17:37.000000+00:00\", \"2019-02-19 16:58:32.000000+00:00\", \"2022-02-05 01:17:11.000000+00:00\", \"2022-01-12 22:20:53.000000+00:00\", \"2019-12-22 13:45:03.000000+00:00\", \"2022-06-04 15:17:27.000000+00:00\", \"2020-04-22 08:05:32.000000+00:00\"], \"session_ids\": [\"513b23d2-4b08-45d9-ac90-667746f3464d\", \"39f1e22b-57aa-41da-98af-431c590991b7\", \"281e70c8-3acf-4f3b-976f-314827f59f72\", \"2df35d20-7450-43d1-bdfe-7890fbd798d2\", \"307634ee-ce03-415c-b3ee-e8b0359bfb32\", \"0e7fb90f-7cf4-4f42-89bc-9c0e82a18e22\", \"96bb56e4-cd3d-4471-8dbb-f7d9cd6c2fd2\", \"067de52b-fa1f-4296-ba5f-c7d07027cc43\"], \"total_duration\": 15262.0, \"total_sessions\": 8, \"mean_week_duration\": 88.733}}]\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[{\"14477\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 10, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-09-11 03:51:37.000000+00:00\", \"2023-05-09 07:01:59.000000+00:00\"], \"session_ids\": [\"68e87d96-e982-40f0-b1e6-f338d3981522\", \"606a292d-e8ad-4091-a2fb-2b50b7c922bd\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.437}}, {\"18994\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-04-24 23:50:42.000000+00:00\", \"2019-03-29 00:58:08.000000+00:00\"], \"session_ids\": [\"fbb3ef98-1344-43ba-9918-65247d2a75f2\", \"8e052ffb-c71b-4537-9906-8429f0b53509\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.643}}, {\"94705\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-07 18:11:07.000000+00:00\", \"2022-08-04 13:12:45.000000+00:00\"], \"session_ids\": [\"5dff1940-f85b-4250-8e6a-201536c101b0\", \"874f0b31-80c5-4d84-a799-6cac4085089c\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.962}}, {\"70349\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-02 00:13:45.000000+00:00\", \"2020-10-28 23:57:19.000000+00:00\", \"2022-12-12 03:32:59.000000+00:00\", \"2022-08-21 15:36:36.000000+00:00\", \"2021-11-05 06:18:02.000000+00:00\"], \"session_ids\": [\"3ac5f649-722d-444e-986a-96c3f7e43858\", \"da50cf7b-d71d-41c1-8875-15006fc8c2aa\", \"f766d4ff-e605-444c-bd94-979abd955177\", \"bd369f09-3173-4093-afab-ba6b2f220973\", \"443ecd7d-d53a-4eef-a581-930030574209\"], \"total_duration\": 246.0, \"total_sessions\": 5, \"mean_week_duration\": 2.216}}, {\"13762\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-05-31 03:00:08.000000+00:00\", \"2022-06-22 14:15:41.000000+00:00\", \"2020-12-19 06:09:09.000000+00:00\", \"2019-05-31 03:23:32.000000+00:00\", \"2019-08-07 19:17:45.000000+00:00\"], \"session_ids\": [\"22decfab-9e54-45a8-b3b3-993412a0ae49\", \"3e9da3ce-427e-410b-96ed-28834120985c\", \"f9d914ab-d8a4-4724-b7f1-e34359b087e1\", \"3c5242ca-9d08-4af2-99ae-554fab67e283\", \"a9024379-f1dd-44a1-a846-90e72c780a47\"], \"total_duration\": 823.0, \"total_sessions\": 5, \"mean_week_duration\": 5.144}}, {\"13880\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-26 10:35:00.000000+00:00\", \"2022-04-21 00:03:26.000000+00:00\", \"2022-02-18 02:31:29.000000+00:00\"], \"session_ids\": [\"c7e4b1cb-2ac8-4a5e-bd45-22b59bd31652\", \"6465a200-f86b-440b-b07a-697ea5e99daf\", \"46dc2281-1cd7-471b-a127-8b5537d7ceb8\"], \"total_duration\": 553.0, \"total_sessions\": 3, \"mean_week_duration\": 8.379}}, {\"27226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-07-24 15:41:15.000000+00:00\", \"2020-12-04 05:02:15.000000+00:00\", \"2021-07-27 08:45:28.000000+00:00\", \"2020-01-02 12:33:27.000000+00:00\"], \"session_ids\": [\"7b874200-a9bf-4f3a-8561-5898b1931b7a\", \"10ba208d-fce8-416d-8eb4-e7f7a934126e\", \"538d7846-d044-4694-9748-96d9c720b598\", \"c67efd01-3bf5-4dd9-a7f6-cf41d7efbc23\"], \"total_duration\": 1152.0, \"total_sessions\": 4, \"mean_week_duration\": 8.597}}, {\"85760\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-27 05:14:54.000000+00:00\", \"2021-12-07 05:35:50.000000+00:00\", \"2020-11-30 16:35:01.000000+00:00\", \"2021-11-09 07:15:36.000000+00:00\"], \"session_ids\": [\"98132b60-5b49-4fee-9aaf-c79d12a4170f\", \"b3327dec-660b-47b6-baa7-8c296d5becec\", \"c1cd1b4c-8161-40cc-ba12-64f6ea70f06a\", \"9de66434-8f06-40ba-87ff-277a975bc78d\"], \"total_duration\": 1308.0, \"total_sessions\": 4, \"mean_week_duration\": 10.219}}, {\"42066\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-16 18:46:19.000000+00:00\", \"2019-07-31 19:09:45.000000+00:00\"], \"session_ids\": [\"9867c92b-987d-4046-92ad-32ab616e0aad\", \"8d48215f-80b1-4d6e-851b-3e3e39ff8639\"], \"total_duration\": 407.0, \"total_sessions\": 2, \"mean_week_duration\": 12.333}}, {\"82085\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-01-06 11:01:51.000000+00:00\", \"2021-08-21 19:17:37.000000+00:00\", \"2019-02-19 16:58:32.000000+00:00\", \"2022-02-05 01:17:11.000000+00:00\", \"2022-01-12 22:20:53.000000+00:00\", \"2019-12-22 13:45:03.000000+00:00\", \"2022-06-04 15:17:27.000000+00:00\", \"2020-04-22 08:05:32.000000+00:00\"], \"session_ids\": [\"513b23d2-4b08-45d9-ac90-667746f3464d\", \"39f1e22b-57aa-41da-98af-431c590991b7\", \"281e70c8-3acf-4f3b-976f-314827f59f72\", \"2df35d20-7450-43d1-bdfe-7890fbd798d2\", \"307634ee-ce03-415c-b3ee-e8b0359bfb32\", \"0e7fb90f-7cf4-4f42-89bc-9c0e82a18e22\", \"96bb56e4-cd3d-4471-8dbb-f7d9cd6c2fd2\", \"067de52b-fa1f-4296-ba5f-c7d07027cc43\"], \"total_duration\": 15262.0, \"total_sessions\": 8, \"mean_week_duration\": 88.733}}]\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 whose cities are Manila, Warsaw, Bridgetown, Dublin, Kuala Lumpur, New York City, Bangkok and in addition put to use sorting by all sessions quantity descending + get rid of all entries, except 2."
}
] |
[
{
"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{\"65349\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-08 18:09:32.000000+00:00\", \"2019-10-15 15:09:30.000000+00:00\", \"2021-05-22 19:58:54.000000+00:00\"], \"session_ids\": [\"fe1e231b-76cb-455e-b40a-418cc34be915\", \"b446fde6-407e-4c1a-8dc6-3dab2d34a10c\", \"f18b9808-bde5-47a9-843f-ab039d436cb6\"], \"total_duration\": 633.0, \"total_sessions\": 3, \"mean_week_duration\": 6.206}, \"80194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-04 22:52:53.000000+00:00\", \"2019-02-07 08:32:54.000000+00:00\", \"2019-11-23 08:17:28.000000+00:00\"], \"session_ids\": [\"e6239c2b-0b89-4d59-8cdd-d0d9249c88f8\", \"c074ba1c-f3ac-4c38-ac64-b9e31170b77f\", \"ea4cdc8d-6af0-402a-875d-46c3f4efa210\"], \"total_duration\": 1076.0, \"total_sessions\": 3, \"mean_week_duration\": 11.208}, \"57895\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-03-12 03:50:54.000000+00:00\", \"2019-05-16 16:33:20.000000+00:00\", \"2020-08-02 00:43:04.000000+00:00\"], \"session_ids\": [\"593563c8-5e73-46f6-8f0d-9b0c60a1f84a\", \"a9fa70d0-301b-4955-b5c7-835858e87511\", \"e55f8e86-2b18-4c9d-935e-eac9c8576945\"], \"total_duration\": 918.0, \"total_sessions\": 3, \"mean_week_duration\": 12.575}, \"5763\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-22 10:46:53.000000+00:00\", \"2022-06-07 06:43:02.000000+00:00\", \"2021-10-07 02:52:39.000000+00:00\"], \"session_ids\": [\"14143cee-7951-4ea8-9b1e-c4cf4461f9e2\", \"a7014abd-e27c-4c02-a77a-1e9e2cfc2689\", \"bb9032b4-f49b-458f-94d2-ba5179a53f84\"], \"total_duration\": 191.0, \"total_sessions\": 3, \"mean_week_duration\": 1.308}, \"58059\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-29 21:55:10.000000+00:00\", \"2019-09-16 06:03:47.000000+00:00\", \"2019-06-29 23:01:36.000000+00:00\", \"2020-07-05 06:08:18.000000+00:00\"], \"session_ids\": [\"8b58c48f-1d82-4e98-a01b-de102aa7b5f9\", \"c3cc93c3-2d0f-4890-ab41-f5e97bd03343\", \"9d8a1b2a-98b0-49cb-a3a8-16698f53d19f\", \"c393e506-dd82-4ce1-be4f-016abf634523\"], \"total_duration\": 371.0, \"total_sessions\": 4, \"mean_week_duration\": 4.696}, \"15056\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-06 16:39:42.000000+00:00\", \"2022-07-01 16:28:09.000000+00:00\"], \"session_ids\": [\"e67fdb13-682a-4354-ac6f-318328d3688a\", \"615925e1-1b02-4b9e-89bf-46de120f17f2\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 0.669}, \"85419\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-03-05 16:17:54.000000+00:00\", \"2023-03-16 03:32:57.000000+00:00\", \"2023-02-05 14:45:44.000000+00:00\", \"2023-02-14 20:37:01.000000+00:00\", \"2022-09-17 22:35:52.000000+00:00\", \"2021-06-22 21:25:46.000000+00:00\", \"2022-09-01 04:28:55.000000+00:00\", \"2021-05-25 02:00:35.000000+00:00\", \"2022-01-20 12:08:10.000000+00:00\"], \"session_ids\": [\"9c269167-a3bd-4ad0-893c-ab130c796bed\", \"ce1765af-dc1d-4859-a88e-3b6945008f1e\", \"50f61a06-f2b3-4ca0-b2a8-c870b414b599\", \"66d38ace-48cf-4d81-bb3c-5c978aa2773c\", \"6ce45144-16a2-42a7-bcda-e227d993bcb1\", \"2f3d63cf-eb62-4daf-b1d2-9e1cf6b99b02\", \"9318fe56-9eb6-49a2-b33b-465a8536a034\", \"2c257c51-a133-4da8-86a4-2c5f7f57d673\", \"2b726fc6-4033-4782-a3a0-9891d1c7f75b\"], \"total_duration\": 17024.0, \"total_sessions\": 9, \"mean_week_duration\": 160.604}, \"99953\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-11 21:48:17.000000+00:00\", \"2019-03-04 07:44:58.000000+00:00\"], \"session_ids\": [\"afbe7e5e-3731-45fe-9b7d-0c6aeb4662d4\", \"126c072a-ee17-44c7-82d3-4c21efa0d928\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.467}, \"30301\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-15 20:56:36.000000+00:00\", \"2020-12-22 13:51:02.000000+00:00\"], \"session_ids\": [\"99abf1cf-8ac2-4475-a4c2-217cde967e38\", \"a7a02326-7c8b-46fe-bb17-ff38b5e2bed5\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 0.919}, \"46799\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-01-07 14:35:48.000000+00:00\", \"2019-10-14 20:54:34.000000+00:00\", \"2020-09-02 16:33:48.000000+00:00\", \"2021-01-13 20:55:44.000000+00:00\", \"2022-11-24 20:19:14.000000+00:00\"], \"session_ids\": [\"856bc3ee-defc-4bc6-b98f-e8544833ad50\", \"cf564197-11f4-46f4-9717-47a5ce215860\", \"7c9745bf-86f5-43e5-91fd-8648fca63ed5\", \"74161220-56b6-4e82-a833-ce45f2d1ac8b\", \"0b2f7f8e-ca6d-4d4a-99e6-b5a0a8d779db\"], \"total_duration\": 3098.0, \"total_sessions\": 5, \"mean_week_duration\": 18.331}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Manila, Warsaw, Bridgetown, Dublin, Kuala Lumpur, New York City, Bangkok"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Manila\", \"Warsaw\", \"Bridgetown\", \"Dublin\", \"Kuala Lumpur\", \"New York City\", \"Bangkok\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-04 22:52:53.000000+00:00\", \"2019-02-07 08:32:54.000000+00:00\", \"2019-11-23 08:17:28.000000+00:00\"], \"session_ids\": [\"e6239c2b-0b89-4d59-8cdd-d0d9249c88f8\", \"c074ba1c-f3ac-4c38-ac64-b9e31170b77f\", \"ea4cdc8d-6af0-402a-875d-46c3f4efa210\"], \"total_duration\": 1076.0, \"total_sessions\": 3, \"mean_week_duration\": 11.208}, \"5763\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-22 10:46:53.000000+00:00\", \"2022-06-07 06:43:02.000000+00:00\", \"2021-10-07 02:52:39.000000+00:00\"], \"session_ids\": [\"14143cee-7951-4ea8-9b1e-c4cf4461f9e2\", \"a7014abd-e27c-4c02-a77a-1e9e2cfc2689\", \"bb9032b4-f49b-458f-94d2-ba5179a53f84\"], \"total_duration\": 191.0, \"total_sessions\": 3, \"mean_week_duration\": 1.308}}\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[{\"80194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-04 22:52:53.000000+00:00\", \"2019-02-07 08:32:54.000000+00:00\", \"2019-11-23 08:17:28.000000+00:00\"], \"session_ids\": [\"e6239c2b-0b89-4d59-8cdd-d0d9249c88f8\", \"c074ba1c-f3ac-4c38-ac64-b9e31170b77f\", \"ea4cdc8d-6af0-402a-875d-46c3f4efa210\"], \"total_duration\": 1076.0, \"total_sessions\": 3, \"mean_week_duration\": 11.208}}, {\"5763\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-22 10:46:53.000000+00:00\", \"2022-06-07 06:43:02.000000+00:00\", \"2021-10-07 02:52:39.000000+00:00\"], \"session_ids\": [\"14143cee-7951-4ea8-9b1e-c4cf4461f9e2\", \"a7014abd-e27c-4c02-a77a-1e9e2cfc2689\", \"bb9032b4-f49b-458f-94d2-ba5179a53f84\"], \"total_duration\": 191.0, \"total_sessions\": 3, \"mean_week_duration\": 1.308}}]\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[{\"80194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-04 22:52:53.000000+00:00\", \"2019-02-07 08:32:54.000000+00:00\", \"2019-11-23 08:17:28.000000+00:00\"], \"session_ids\": [\"e6239c2b-0b89-4d59-8cdd-d0d9249c88f8\", \"c074ba1c-f3ac-4c38-ac64-b9e31170b77f\", \"ea4cdc8d-6af0-402a-875d-46c3f4efa210\"], \"total_duration\": 1076.0, \"total_sessions\": 3, \"mean_week_duration\": 11.208}}, {\"5763\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-22 10:46:53.000000+00:00\", \"2022-06-07 06:43:02.000000+00:00\", \"2021-10-07 02:52:39.000000+00:00\"], \"session_ids\": [\"14143cee-7951-4ea8-9b1e-c4cf4461f9e2\", \"a7014abd-e27c-4c02-a77a-1e9e2cfc2689\", \"bb9032b4-f49b-458f-94d2-ba5179a53f84\"], \"total_duration\": 191.0, \"total_sessions\": 3, \"mean_week_duration\": 1.308}}]\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[{\"80194\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-04 22:52:53.000000+00:00\", \"2019-02-07 08:32:54.000000+00:00\", \"2019-11-23 08:17:28.000000+00:00\"], \"session_ids\": [\"e6239c2b-0b89-4d59-8cdd-d0d9249c88f8\", \"c074ba1c-f3ac-4c38-ac64-b9e31170b77f\", \"ea4cdc8d-6af0-402a-875d-46c3f4efa210\"], \"total_duration\": 1076.0, \"total_sessions\": 3, \"mean_week_duration\": 11.208}}, {\"5763\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-22 10:46:53.000000+00:00\", \"2022-06-07 06:43:02.000000+00:00\", \"2021-10-07 02:52:39.000000+00:00\"], \"session_ids\": [\"14143cee-7951-4ea8-9b1e-c4cf4461f9e2\", \"a7014abd-e27c-4c02-a77a-1e9e2cfc2689\", \"bb9032b4-f49b-458f-94d2-ba5179a53f84\"], \"total_duration\": 191.0, \"total_sessions\": 3, \"mean_week_duration\": 1.308}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about 7 users whose city is San Juan , and perform sorting by sum 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{\"27846\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-11-25 23:48:55.000000+00:00\", \"2020-08-16 04:13:57.000000+00:00\", \"2022-10-17 06:14:34.000000+00:00\", \"2019-10-29 05:40:10.000000+00:00\", \"2020-11-20 16:52:11.000000+00:00\", \"2020-10-26 01:26:34.000000+00:00\", \"2020-10-13 13:26:29.000000+00:00\", \"2019-04-17 01:34:08.000000+00:00\"], \"session_ids\": [\"5efa5dc0-fcfc-4285-8f99-899d7870dd3e\", \"0e1d3fc9-e86f-4409-8efb-3227082216d7\", \"4fd9dfb9-2659-41ee-8832-72e8e60d5489\", \"ec9ecd11-6e7e-4633-b1b4-7d58de5da887\", \"e9e02ce7-97b6-4a59-84d5-0368b4d72ddd\", \"974d29f0-ac9b-4848-8120-f6a5e8503287\", \"c841da5b-33c2-4db7-acb0-fe03a225a52d\", \"27a06394-9e4f-4806-a40f-e53aed243ea6\"], \"total_duration\": 6832.0, \"total_sessions\": 8, \"mean_week_duration\": 37.333}, \"82452\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-04-18 03:17:48.000000+00:00\", \"2020-10-13 15:07:15.000000+00:00\"], \"session_ids\": [\"45731f9d-dd3b-4323-bf18-1dbe40a68837\", \"23067896-e5f8-478f-ba53-cf3e25c37e32\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 2.064}, \"90173\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 7, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-16 07:50:00.000000+00:00\", \"2020-02-01 07:51:05.000000+00:00\"], \"session_ids\": [\"df4a6d84-b83a-498b-ba91-ba4376df727e\", \"773496c8-4ad4-4fbd-8e93-ce7b9ae12974\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 6.562}, \"13450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-09-13 02:54:15.000000+00:00\", \"2023-06-05 00:40:09.000000+00:00\", \"2022-02-10 01:06:40.000000+00:00\"], \"session_ids\": [\"971c74d0-270f-4a59-acce-4bd9d8d6a59e\", \"b642d918-eb45-4419-88a0-1f919f654765\", \"99194907-81ca-49fb-89ff-82639d71962f\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 1.304}, \"72093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-01-13 17:27:50.000000+00:00\", \"2022-01-14 21:53:58.000000+00:00\", \"2019-02-01 08:39:09.000000+00:00\", \"2019-03-26 08:38:20.000000+00:00\", \"2020-04-19 02:49:22.000000+00:00\"], \"session_ids\": [\"c7401e49-fd0b-4bf6-80df-42002ef4ba65\", \"6bf3b2a0-532f-4a22-af6b-52b75d684361\", \"8e9a316b-bd57-41aa-bfd4-c96d61ff1f9d\", \"798eda7d-3997-4969-8f2c-4b7a36ecb408\", \"07d0ab02-1aab-489c-b709-9e28497720d0\"], \"total_duration\": 1621.0, \"total_sessions\": 5, \"mean_week_duration\": 10.325}, \"53898\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-18 10:06:36.000000+00:00\", \"2021-02-28 14:28:14.000000+00:00\"], \"session_ids\": [\"dba3c7f1-ca85-4879-840d-8f41444a883e\", \"97c6a184-6c67-4646-8bf3-d984860da5b2\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 1.903}, \"20942\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-02 20:13:46.000000+00:00\", \"2019-10-04 11:56:29.000000+00:00\", \"2022-01-29 17:14:44.000000+00:00\"], \"session_ids\": [\"9a4103ea-0636-4099-b00c-d2888bff7139\", \"fb1aa338-8265-45f8-86be-ce256862cff0\", \"6642649d-f688-44f3-9322-045387f2cf35\"], \"total_duration\": 124.0, \"total_sessions\": 3, \"mean_week_duration\": 1.016}, \"61537\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-26 00:52:14.000000+00:00\", \"2020-01-05 11:36:52.000000+00:00\"], \"session_ids\": [\"243ec152-6023-4e90-8efc-1d3b35019bcc\", \"892e2a92-7893-482b-b993-59124c502a36\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 1.556}, \"27434\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-10-04 06:46:17.000000+00:00\", \"2022-08-22 13:55:18.000000+00:00\", \"2021-10-25 03:54:32.000000+00:00\"], \"session_ids\": [\"5a33d8c1-2a3d-4cd9-9d85-543e06227d2f\", \"e9ad2c92-4f05-400f-90d4-df1303634f05\", \"8e394b2d-66de-44e9-931b-435edb050153\"], \"total_duration\": 887.0, \"total_sessions\": 3, \"mean_week_duration\": 8.96}, \"13689\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-07-22 13:47:45.000000+00:00\", \"2021-04-11 03:54:19.000000+00:00\"], \"session_ids\": [\"fe45d070-3484-4c0c-9659-0152894dd668\", \"1c0a6e7f-217c-45bf-92b4-4315bf803d4a\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 1.507}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is San Juan"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"San Juan\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about users with a duration of sessions per week that is above 25 and below 13 also do sorting by mean of duration of sessions per week in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15158\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 10, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-03-16 19:12:02.000000+00:00\", \"2020-06-12 22:42:16.000000+00:00\"], \"session_ids\": [\"361b16b5-19d0-45a3-8e97-1da4661db9e1\", \"7af1784a-e530-4620-9a91-0226802af57c\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 10.425}, \"89004\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-18 07:59:41.000000+00:00\", \"2020-04-02 03:00:26.000000+00:00\", \"2019-11-30 22:53:42.000000+00:00\", \"2020-12-05 15:29:01.000000+00:00\", \"2022-05-11 16:58:16.000000+00:00\", \"2021-11-15 12:56:16.000000+00:00\", \"2019-03-16 00:04:55.000000+00:00\", \"2022-02-17 11:48:20.000000+00:00\"], \"session_ids\": [\"fda2a1e8-20b6-4e20-a90f-bbf40e53860c\", \"976147cd-e1ed-4fe5-88a4-7355d361799a\", \"afb7e7ca-a91f-4aab-8909-d63ca7a6fd08\", \"7be52b4e-dbc0-4349-9164-18a57e03d0af\", \"bf3b2858-eefe-405d-89f9-217fec4bca50\", \"73e00213-7c37-48b0-a37c-c1d9f525bb3d\", \"ea655158-a6c2-40b6-9c2a-523705a46f1d\", \"d55528b9-baf7-42d3-a81a-d9369af84267\"], \"total_duration\": 10834.0, \"total_sessions\": 8, \"mean_week_duration\": 64.107}, \"41135\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2023-01-24 17:20:29.000000+00:00\", \"2020-04-27 23:43:56.000000+00:00\", \"2020-11-15 12:18:13.000000+00:00\"], \"session_ids\": [\"2be36611-179f-4b59-b87a-6deba6d2f137\", \"e6d5b578-f114-4f68-8f8f-6ac29bd27180\", \"0ea0b563-67ec-4e76-ac0c-f994620800ca\"], \"total_duration\": 313.0, \"total_sessions\": 3, \"mean_week_duration\": 2.189}, \"61724\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-23 07:01:28.000000+00:00\", \"2021-04-19 14:53:45.000000+00:00\", \"2019-01-13 02:33:19.000000+00:00\", \"2021-02-20 05:46:25.000000+00:00\"], \"session_ids\": [\"181757a1-ef62-436f-bf66-9a4b5ea54bff\", \"055ad87a-7d83-402a-8eef-49c7c8d6a86e\", \"e701eedf-0734-4fb4-81eb-f02d89d2528b\", \"27d1b83b-155c-43f8-b91b-f7af8a518bf6\"], \"total_duration\": 923.0, \"total_sessions\": 4, \"mean_week_duration\": 4.481}, \"64806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-30 23:51:11.000000+00:00\", \"2023-01-02 15:48:23.000000+00:00\"], \"session_ids\": [\"748004a4-fe26-4984-a898-c6b5bd3a5359\", \"8ab1bf5b-cbe8-4a4b-9649-8e95cf171a77\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 1.519}, \"99409\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-18 01:39:05.000000+00:00\", \"2019-10-24 17:38:25.000000+00:00\"], \"session_ids\": [\"be66955d-6fb7-4f2b-bab8-b8ef10739a42\", \"349789d9-5080-4e18-b35f-050de316decd\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 2.979}, \"66387\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-06 16:16:49.000000+00:00\", \"2019-09-07 04:10:32.000000+00:00\", \"2023-03-28 21:21:34.000000+00:00\", \"2020-05-28 21:31:36.000000+00:00\", \"2023-06-07 22:33:07.000000+00:00\"], \"session_ids\": [\"cc71f0ce-7f11-478f-baab-de80b5a3fa93\", \"5561eb06-550c-4fe2-86bb-9d32a1040e56\", \"f1d2e1f2-222d-4954-9dfe-3208753e4100\", \"c5b66f7b-e004-404b-bcca-255d9dc90caf\", \"93b7cb41-84dc-4436-aa71-10713e5508b0\"], \"total_duration\": 1324.0, \"total_sessions\": 5, \"mean_week_duration\": 6.755}, \"83174\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-15 07:23:04.000000+00:00\", \"2019-10-17 07:41:35.000000+00:00\", \"2023-03-05 14:02:15.000000+00:00\", \"2022-08-30 03:15:48.000000+00:00\", \"2019-09-04 05:17:33.000000+00:00\"], \"session_ids\": [\"83355597-bd8c-4be1-9e8e-b58cb36008d6\", \"920d68ef-0bb0-4e2c-a321-2137f7f2f37e\", \"27fa1327-9cbb-4842-8eb1-d84a6e527e8c\", \"4a90b989-9b4e-46d9-9231-66145203c164\", \"0304851e-e234-4de0-88f1-c3e6397f9a7b\"], \"total_duration\": 74.0, \"total_sessions\": 5, \"mean_week_duration\": 0.404}, \"6964\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-23 18:14:01.000000+00:00\", \"2022-10-20 22:50:59.000000+00:00\"], \"session_ids\": [\"b2ecfd07-68f4-4668-8c37-5e297865bd36\", \"921c8e49-e522-4d7a-a313-da6f6c9f96e1\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.407}, \"3901\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-06 23:38:05.000000+00:00\", \"2021-11-13 21:57:01.000000+00:00\", \"2021-10-06 22:14:19.000000+00:00\", \"2022-02-01 20:02:29.000000+00:00\"], \"session_ids\": [\"460d5c93-7906-4740-ad02-acbd5fa9f3bb\", \"86b6618d-0f8d-464e-bf15-9decb3b766ca\", \"38054e49-bbaf-4cd5-9d57-32d7d5afeade\", \"c57ceba3-68ee-49ad-8a64-d2742576bb74\"], \"total_duration\": 109.0, \"total_sessions\": 4, \"mean_week_duration\": 1.253}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 13 and are equal or greater than 25"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[13, 25]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15158\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 10, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-03-16 19:12:02.000000+00:00\", \"2020-06-12 22:42:16.000000+00:00\"], \"session_ids\": [\"361b16b5-19d0-45a3-8e97-1da4661db9e1\", \"7af1784a-e530-4620-9a91-0226802af57c\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 10.425}, \"41135\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2023-01-24 17:20:29.000000+00:00\", \"2020-04-27 23:43:56.000000+00:00\", \"2020-11-15 12:18:13.000000+00:00\"], \"session_ids\": [\"2be36611-179f-4b59-b87a-6deba6d2f137\", \"e6d5b578-f114-4f68-8f8f-6ac29bd27180\", \"0ea0b563-67ec-4e76-ac0c-f994620800ca\"], \"total_duration\": 313.0, \"total_sessions\": 3, \"mean_week_duration\": 2.189}, \"61724\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-23 07:01:28.000000+00:00\", \"2021-04-19 14:53:45.000000+00:00\", \"2019-01-13 02:33:19.000000+00:00\", \"2021-02-20 05:46:25.000000+00:00\"], \"session_ids\": [\"181757a1-ef62-436f-bf66-9a4b5ea54bff\", \"055ad87a-7d83-402a-8eef-49c7c8d6a86e\", \"e701eedf-0734-4fb4-81eb-f02d89d2528b\", \"27d1b83b-155c-43f8-b91b-f7af8a518bf6\"], \"total_duration\": 923.0, \"total_sessions\": 4, \"mean_week_duration\": 4.481}, \"64806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-30 23:51:11.000000+00:00\", \"2023-01-02 15:48:23.000000+00:00\"], \"session_ids\": [\"748004a4-fe26-4984-a898-c6b5bd3a5359\", \"8ab1bf5b-cbe8-4a4b-9649-8e95cf171a77\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 1.519}, \"99409\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-18 01:39:05.000000+00:00\", \"2019-10-24 17:38:25.000000+00:00\"], \"session_ids\": [\"be66955d-6fb7-4f2b-bab8-b8ef10739a42\", \"349789d9-5080-4e18-b35f-050de316decd\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 2.979}, \"66387\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-06 16:16:49.000000+00:00\", \"2019-09-07 04:10:32.000000+00:00\", \"2023-03-28 21:21:34.000000+00:00\", \"2020-05-28 21:31:36.000000+00:00\", \"2023-06-07 22:33:07.000000+00:00\"], \"session_ids\": [\"cc71f0ce-7f11-478f-baab-de80b5a3fa93\", \"5561eb06-550c-4fe2-86bb-9d32a1040e56\", \"f1d2e1f2-222d-4954-9dfe-3208753e4100\", \"c5b66f7b-e004-404b-bcca-255d9dc90caf\", \"93b7cb41-84dc-4436-aa71-10713e5508b0\"], \"total_duration\": 1324.0, \"total_sessions\": 5, \"mean_week_duration\": 6.755}, \"83174\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-15 07:23:04.000000+00:00\", \"2019-10-17 07:41:35.000000+00:00\", \"2023-03-05 14:02:15.000000+00:00\", \"2022-08-30 03:15:48.000000+00:00\", \"2019-09-04 05:17:33.000000+00:00\"], \"session_ids\": [\"83355597-bd8c-4be1-9e8e-b58cb36008d6\", \"920d68ef-0bb0-4e2c-a321-2137f7f2f37e\", \"27fa1327-9cbb-4842-8eb1-d84a6e527e8c\", \"4a90b989-9b4e-46d9-9231-66145203c164\", \"0304851e-e234-4de0-88f1-c3e6397f9a7b\"], \"total_duration\": 74.0, \"total_sessions\": 5, \"mean_week_duration\": 0.404}, \"6964\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-23 18:14:01.000000+00:00\", \"2022-10-20 22:50:59.000000+00:00\"], \"session_ids\": [\"b2ecfd07-68f4-4668-8c37-5e297865bd36\", \"921c8e49-e522-4d7a-a313-da6f6c9f96e1\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.407}, \"3901\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-06 23:38:05.000000+00:00\", \"2021-11-13 21:57:01.000000+00:00\", \"2021-10-06 22:14:19.000000+00:00\", \"2022-02-01 20:02:29.000000+00:00\"], \"session_ids\": [\"460d5c93-7906-4740-ad02-acbd5fa9f3bb\", \"86b6618d-0f8d-464e-bf15-9decb3b766ca\", \"38054e49-bbaf-4cd5-9d57-32d7d5afeade\", \"c57ceba3-68ee-49ad-8a64-d2742576bb74\"], \"total_duration\": 109.0, \"total_sessions\": 4, \"mean_week_duration\": 1.253}, \"89004\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-18 07:59:41.000000+00:00\", \"2020-04-02 03:00:26.000000+00:00\", \"2019-11-30 22:53:42.000000+00:00\", \"2020-12-05 15:29:01.000000+00:00\", \"2022-05-11 16:58:16.000000+00:00\", \"2021-11-15 12:56:16.000000+00:00\", \"2019-03-16 00:04:55.000000+00:00\", \"2022-02-17 11:48:20.000000+00:00\"], \"session_ids\": [\"fda2a1e8-20b6-4e20-a90f-bbf40e53860c\", \"976147cd-e1ed-4fe5-88a4-7355d361799a\", \"afb7e7ca-a91f-4aab-8909-d63ca7a6fd08\", \"7be52b4e-dbc0-4349-9164-18a57e03d0af\", \"bf3b2858-eefe-405d-89f9-217fec4bca50\", \"73e00213-7c37-48b0-a37c-c1d9f525bb3d\", \"ea655158-a6c2-40b6-9c2a-523705a46f1d\", \"d55528b9-baf7-42d3-a81a-d9369af84267\"], \"total_duration\": 10834.0, \"total_sessions\": 8, \"mean_week_duration\": 64.107}}\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[{\"83174\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-15 07:23:04.000000+00:00\", \"2019-10-17 07:41:35.000000+00:00\", \"2023-03-05 14:02:15.000000+00:00\", \"2022-08-30 03:15:48.000000+00:00\", \"2019-09-04 05:17:33.000000+00:00\"], \"session_ids\": [\"83355597-bd8c-4be1-9e8e-b58cb36008d6\", \"920d68ef-0bb0-4e2c-a321-2137f7f2f37e\", \"27fa1327-9cbb-4842-8eb1-d84a6e527e8c\", \"4a90b989-9b4e-46d9-9231-66145203c164\", \"0304851e-e234-4de0-88f1-c3e6397f9a7b\"], \"total_duration\": 74.0, \"total_sessions\": 5, \"mean_week_duration\": 0.404}}, {\"6964\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-23 18:14:01.000000+00:00\", \"2022-10-20 22:50:59.000000+00:00\"], \"session_ids\": [\"b2ecfd07-68f4-4668-8c37-5e297865bd36\", \"921c8e49-e522-4d7a-a313-da6f6c9f96e1\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.407}}, {\"3901\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-06 23:38:05.000000+00:00\", \"2021-11-13 21:57:01.000000+00:00\", \"2021-10-06 22:14:19.000000+00:00\", \"2022-02-01 20:02:29.000000+00:00\"], \"session_ids\": [\"460d5c93-7906-4740-ad02-acbd5fa9f3bb\", \"86b6618d-0f8d-464e-bf15-9decb3b766ca\", \"38054e49-bbaf-4cd5-9d57-32d7d5afeade\", \"c57ceba3-68ee-49ad-8a64-d2742576bb74\"], \"total_duration\": 109.0, \"total_sessions\": 4, \"mean_week_duration\": 1.253}}, {\"64806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-30 23:51:11.000000+00:00\", \"2023-01-02 15:48:23.000000+00:00\"], \"session_ids\": [\"748004a4-fe26-4984-a898-c6b5bd3a5359\", \"8ab1bf5b-cbe8-4a4b-9649-8e95cf171a77\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 1.519}}, {\"41135\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2023-01-24 17:20:29.000000+00:00\", \"2020-04-27 23:43:56.000000+00:00\", \"2020-11-15 12:18:13.000000+00:00\"], \"session_ids\": [\"2be36611-179f-4b59-b87a-6deba6d2f137\", \"e6d5b578-f114-4f68-8f8f-6ac29bd27180\", \"0ea0b563-67ec-4e76-ac0c-f994620800ca\"], \"total_duration\": 313.0, \"total_sessions\": 3, \"mean_week_duration\": 2.189}}, {\"99409\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-18 01:39:05.000000+00:00\", \"2019-10-24 17:38:25.000000+00:00\"], \"session_ids\": [\"be66955d-6fb7-4f2b-bab8-b8ef10739a42\", \"349789d9-5080-4e18-b35f-050de316decd\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 2.979}}, {\"61724\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-23 07:01:28.000000+00:00\", \"2021-04-19 14:53:45.000000+00:00\", \"2019-01-13 02:33:19.000000+00:00\", \"2021-02-20 05:46:25.000000+00:00\"], \"session_ids\": [\"181757a1-ef62-436f-bf66-9a4b5ea54bff\", \"055ad87a-7d83-402a-8eef-49c7c8d6a86e\", \"e701eedf-0734-4fb4-81eb-f02d89d2528b\", \"27d1b83b-155c-43f8-b91b-f7af8a518bf6\"], \"total_duration\": 923.0, \"total_sessions\": 4, \"mean_week_duration\": 4.481}}, {\"66387\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-06 16:16:49.000000+00:00\", \"2019-09-07 04:10:32.000000+00:00\", \"2023-03-28 21:21:34.000000+00:00\", \"2020-05-28 21:31:36.000000+00:00\", \"2023-06-07 22:33:07.000000+00:00\"], \"session_ids\": [\"cc71f0ce-7f11-478f-baab-de80b5a3fa93\", \"5561eb06-550c-4fe2-86bb-9d32a1040e56\", \"f1d2e1f2-222d-4954-9dfe-3208753e4100\", \"c5b66f7b-e004-404b-bcca-255d9dc90caf\", \"93b7cb41-84dc-4436-aa71-10713e5508b0\"], \"total_duration\": 1324.0, \"total_sessions\": 5, \"mean_week_duration\": 6.755}}, {\"15158\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 10, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-03-16 19:12:02.000000+00:00\", \"2020-06-12 22:42:16.000000+00:00\"], \"session_ids\": [\"361b16b5-19d0-45a3-8e97-1da4661db9e1\", \"7af1784a-e530-4620-9a91-0226802af57c\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 10.425}}, {\"89004\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-18 07:59:41.000000+00:00\", \"2020-04-02 03:00:26.000000+00:00\", \"2019-11-30 22:53:42.000000+00:00\", \"2020-12-05 15:29:01.000000+00:00\", \"2022-05-11 16:58:16.000000+00:00\", \"2021-11-15 12:56:16.000000+00:00\", \"2019-03-16 00:04:55.000000+00:00\", \"2022-02-17 11:48:20.000000+00:00\"], \"session_ids\": [\"fda2a1e8-20b6-4e20-a90f-bbf40e53860c\", \"976147cd-e1ed-4fe5-88a4-7355d361799a\", \"afb7e7ca-a91f-4aab-8909-d63ca7a6fd08\", \"7be52b4e-dbc0-4349-9164-18a57e03d0af\", \"bf3b2858-eefe-405d-89f9-217fec4bca50\", \"73e00213-7c37-48b0-a37c-c1d9f525bb3d\", \"ea655158-a6c2-40b6-9c2a-523705a46f1d\", \"d55528b9-baf7-42d3-a81a-d9369af84267\"], \"total_duration\": 10834.0, \"total_sessions\": 8, \"mean_week_duration\": 64.107}}]\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[{\"83174\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-15 07:23:04.000000+00:00\", \"2019-10-17 07:41:35.000000+00:00\", \"2023-03-05 14:02:15.000000+00:00\", \"2022-08-30 03:15:48.000000+00:00\", \"2019-09-04 05:17:33.000000+00:00\"], \"session_ids\": [\"83355597-bd8c-4be1-9e8e-b58cb36008d6\", \"920d68ef-0bb0-4e2c-a321-2137f7f2f37e\", \"27fa1327-9cbb-4842-8eb1-d84a6e527e8c\", \"4a90b989-9b4e-46d9-9231-66145203c164\", \"0304851e-e234-4de0-88f1-c3e6397f9a7b\"], \"total_duration\": 74.0, \"total_sessions\": 5, \"mean_week_duration\": 0.404}}, {\"6964\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-23 18:14:01.000000+00:00\", \"2022-10-20 22:50:59.000000+00:00\"], \"session_ids\": [\"b2ecfd07-68f4-4668-8c37-5e297865bd36\", \"921c8e49-e522-4d7a-a313-da6f6c9f96e1\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.407}}, {\"3901\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-06 23:38:05.000000+00:00\", \"2021-11-13 21:57:01.000000+00:00\", \"2021-10-06 22:14:19.000000+00:00\", \"2022-02-01 20:02:29.000000+00:00\"], \"session_ids\": [\"460d5c93-7906-4740-ad02-acbd5fa9f3bb\", \"86b6618d-0f8d-464e-bf15-9decb3b766ca\", \"38054e49-bbaf-4cd5-9d57-32d7d5afeade\", \"c57ceba3-68ee-49ad-8a64-d2742576bb74\"], \"total_duration\": 109.0, \"total_sessions\": 4, \"mean_week_duration\": 1.253}}, {\"64806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-30 23:51:11.000000+00:00\", \"2023-01-02 15:48:23.000000+00:00\"], \"session_ids\": [\"748004a4-fe26-4984-a898-c6b5bd3a5359\", \"8ab1bf5b-cbe8-4a4b-9649-8e95cf171a77\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 1.519}}, {\"41135\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2023-01-24 17:20:29.000000+00:00\", \"2020-04-27 23:43:56.000000+00:00\", \"2020-11-15 12:18:13.000000+00:00\"], \"session_ids\": [\"2be36611-179f-4b59-b87a-6deba6d2f137\", \"e6d5b578-f114-4f68-8f8f-6ac29bd27180\", \"0ea0b563-67ec-4e76-ac0c-f994620800ca\"], \"total_duration\": 313.0, \"total_sessions\": 3, \"mean_week_duration\": 2.189}}, {\"99409\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-18 01:39:05.000000+00:00\", \"2019-10-24 17:38:25.000000+00:00\"], \"session_ids\": [\"be66955d-6fb7-4f2b-bab8-b8ef10739a42\", \"349789d9-5080-4e18-b35f-050de316decd\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 2.979}}, {\"61724\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-12-23 07:01:28.000000+00:00\", \"2021-04-19 14:53:45.000000+00:00\", \"2019-01-13 02:33:19.000000+00:00\", \"2021-02-20 05:46:25.000000+00:00\"], \"session_ids\": [\"181757a1-ef62-436f-bf66-9a4b5ea54bff\", \"055ad87a-7d83-402a-8eef-49c7c8d6a86e\", \"e701eedf-0734-4fb4-81eb-f02d89d2528b\", \"27d1b83b-155c-43f8-b91b-f7af8a518bf6\"], \"total_duration\": 923.0, \"total_sessions\": 4, \"mean_week_duration\": 4.481}}, {\"66387\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-06 16:16:49.000000+00:00\", \"2019-09-07 04:10:32.000000+00:00\", \"2023-03-28 21:21:34.000000+00:00\", \"2020-05-28 21:31:36.000000+00:00\", \"2023-06-07 22:33:07.000000+00:00\"], \"session_ids\": [\"cc71f0ce-7f11-478f-baab-de80b5a3fa93\", \"5561eb06-550c-4fe2-86bb-9d32a1040e56\", \"f1d2e1f2-222d-4954-9dfe-3208753e4100\", \"c5b66f7b-e004-404b-bcca-255d9dc90caf\", \"93b7cb41-84dc-4436-aa71-10713e5508b0\"], \"total_duration\": 1324.0, \"total_sessions\": 5, \"mean_week_duration\": 6.755}}, {\"15158\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 10, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-03-16 19:12:02.000000+00:00\", \"2020-06-12 22:42:16.000000+00:00\"], \"session_ids\": [\"361b16b5-19d0-45a3-8e97-1da4661db9e1\", \"7af1784a-e530-4620-9a91-0226802af57c\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 10.425}}, {\"89004\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-02-18 07:59:41.000000+00:00\", \"2020-04-02 03:00:26.000000+00:00\", \"2019-11-30 22:53:42.000000+00:00\", \"2020-12-05 15:29:01.000000+00:00\", \"2022-05-11 16:58:16.000000+00:00\", \"2021-11-15 12:56:16.000000+00:00\", \"2019-03-16 00:04:55.000000+00:00\", \"2022-02-17 11:48:20.000000+00:00\"], \"session_ids\": [\"fda2a1e8-20b6-4e20-a90f-bbf40e53860c\", \"976147cd-e1ed-4fe5-88a4-7355d361799a\", \"afb7e7ca-a91f-4aab-8909-d63ca7a6fd08\", \"7be52b4e-dbc0-4349-9164-18a57e03d0af\", \"bf3b2858-eefe-405d-89f9-217fec4bca50\", \"73e00213-7c37-48b0-a37c-c1d9f525bb3d\", \"ea655158-a6c2-40b6-9c2a-523705a46f1d\", \"d55528b9-baf7-42d3-a81a-d9369af84267\"], \"total_duration\": 10834.0, \"total_sessions\": 8, \"mean_week_duration\": 64.107}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 3 users who are not living in city Tokyo , moreover execute sorting by all sessions quantity descending also show me only 2 entries."
}
] |
[
{
"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{\"56903\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-03-09 21:22:39.000000+00:00\", \"2020-09-25 04:58:31.000000+00:00\"], \"session_ids\": [\"f38f5149-6f17-479b-8c35-fb051af56279\", \"8b19627f-bbc2-4052-b5ed-0494eb9ea11e\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 2.695}, \"43328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-18 06:06:23.000000+00:00\", \"2022-05-08 18:06:15.000000+00:00\"], \"session_ids\": [\"4f980a79-5d53-49a2-8cac-fe7c3d72ecdb\", \"b866ad76-b488-4fdd-a1fe-4759a53d8d5d\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.857}, \"76010\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-12 10:13:37.000000+00:00\", \"2021-02-20 08:17:56.000000+00:00\"], \"session_ids\": [\"8cd30f8e-d87b-4482-af56-8ca164e7070b\", \"64314ae1-205a-4102-92d4-f60e17befc5b\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 2.174}, \"55533\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-05-01 12:23:38.000000+00:00\", \"2022-07-28 07:08:21.000000+00:00\"], \"session_ids\": [\"8750dae1-a883-42e4-bd78-cae1a5f61965\", \"263823d8-e3f0-458d-995c-fec21926d6cc\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.124}, \"43194\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-02 05:00:55.000000+00:00\", \"2020-10-24 20:54:07.000000+00:00\", \"2019-08-05 20:22:27.000000+00:00\", \"2019-12-13 05:36:33.000000+00:00\"], \"session_ids\": [\"6c44351f-62a8-45b5-b238-c35e2dca2e03\", \"4704ba5f-20c4-41fc-b4cc-9efb4b8339bf\", \"6dd9b028-4ce4-48b7-9584-d5dae8ca22ad\", \"aaae7b35-d4e4-49b6-be3b-4b764d558752\"], \"total_duration\": 135.0, \"total_sessions\": 4, \"mean_week_duration\": 1.298}, \"44682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-08 18:55:23.000000+00:00\", \"2023-03-09 06:46:21.000000+00:00\"], \"session_ids\": [\"e454b7a4-cd11-4a84-965d-851b6dbf68a5\", \"da685278-ce3a-4460-a2c7-a59322cec8d6\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.348}, \"31825\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-03-03 16:36:30.000000+00:00\", \"2021-06-06 12:15:57.000000+00:00\", \"2022-12-11 09:42:53.000000+00:00\", \"2022-04-19 03:15:50.000000+00:00\"], \"session_ids\": [\"36522a95-3403-42ab-af0b-239679477b8f\", \"954a72f1-b8b3-42e2-87cb-4757983a4afb\", \"406de548-a154-471e-9432-facb3c7eeb36\", \"8eea7cc1-08e1-402e-a5e3-b62e1a261b2f\"], \"total_duration\": 332.0, \"total_sessions\": 4, \"mean_week_duration\": 1.685}, \"59212\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-16 16:52:16.000000+00:00\", \"2019-08-05 03:25:10.000000+00:00\", \"2020-04-13 06:45:25.000000+00:00\", \"2021-05-29 07:45:58.000000+00:00\"], \"session_ids\": [\"d8c07190-0391-4f04-9e5b-f8f5f000c587\", \"6be1033a-efab-480b-91e3-50d26c320216\", \"17b1faea-2868-447c-9f63-7f8f74ece5e6\", \"400498b4-994a-49df-9c52-dec39d3b6a1c\"], \"total_duration\": 439.0, \"total_sessions\": 4, \"mean_week_duration\": 4.48}, \"26958\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-04-23 20:37:32.000000+00:00\", \"2021-12-10 23:59:03.000000+00:00\", \"2019-05-19 05:51:02.000000+00:00\"], \"session_ids\": [\"e5c4e485-27a2-4439-9f72-48f7a5f7eed3\", \"d19c7589-7a84-41e5-831d-459569475976\", \"c3ddc956-46b4-41a9-8a78-613acaf4689d\"], \"total_duration\": 96.0, \"total_sessions\": 3, \"mean_week_duration\": 0.716}, \"20393\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-01 13:02:56.000000+00:00\", \"2021-02-04 13:05:53.000000+00:00\"], \"session_ids\": [\"e1ce2a31-b09e-45b9-b160-81bb8538291d\", \"7def1faa-1dc4-4992-a5d6-b6bc547bbd2d\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 5.085}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Tokyo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Tokyo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"56903\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-03-09 21:22:39.000000+00:00\", \"2020-09-25 04:58:31.000000+00:00\"], \"session_ids\": [\"f38f5149-6f17-479b-8c35-fb051af56279\", \"8b19627f-bbc2-4052-b5ed-0494eb9ea11e\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 2.695}, \"43328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-18 06:06:23.000000+00:00\", \"2022-05-08 18:06:15.000000+00:00\"], \"session_ids\": [\"4f980a79-5d53-49a2-8cac-fe7c3d72ecdb\", \"b866ad76-b488-4fdd-a1fe-4759a53d8d5d\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.857}, \"76010\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-12 10:13:37.000000+00:00\", \"2021-02-20 08:17:56.000000+00:00\"], \"session_ids\": [\"8cd30f8e-d87b-4482-af56-8ca164e7070b\", \"64314ae1-205a-4102-92d4-f60e17befc5b\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 2.174}, \"55533\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-05-01 12:23:38.000000+00:00\", \"2022-07-28 07:08:21.000000+00:00\"], \"session_ids\": [\"8750dae1-a883-42e4-bd78-cae1a5f61965\", \"263823d8-e3f0-458d-995c-fec21926d6cc\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.124}, \"43194\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-02 05:00:55.000000+00:00\", \"2020-10-24 20:54:07.000000+00:00\", \"2019-08-05 20:22:27.000000+00:00\", \"2019-12-13 05:36:33.000000+00:00\"], \"session_ids\": [\"6c44351f-62a8-45b5-b238-c35e2dca2e03\", \"4704ba5f-20c4-41fc-b4cc-9efb4b8339bf\", \"6dd9b028-4ce4-48b7-9584-d5dae8ca22ad\", \"aaae7b35-d4e4-49b6-be3b-4b764d558752\"], \"total_duration\": 135.0, \"total_sessions\": 4, \"mean_week_duration\": 1.298}, \"44682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-08 18:55:23.000000+00:00\", \"2023-03-09 06:46:21.000000+00:00\"], \"session_ids\": [\"e454b7a4-cd11-4a84-965d-851b6dbf68a5\", \"da685278-ce3a-4460-a2c7-a59322cec8d6\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.348}, \"31825\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-03-03 16:36:30.000000+00:00\", \"2021-06-06 12:15:57.000000+00:00\", \"2022-12-11 09:42:53.000000+00:00\", \"2022-04-19 03:15:50.000000+00:00\"], \"session_ids\": [\"36522a95-3403-42ab-af0b-239679477b8f\", \"954a72f1-b8b3-42e2-87cb-4757983a4afb\", \"406de548-a154-471e-9432-facb3c7eeb36\", \"8eea7cc1-08e1-402e-a5e3-b62e1a261b2f\"], \"total_duration\": 332.0, \"total_sessions\": 4, \"mean_week_duration\": 1.685}, \"59212\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-16 16:52:16.000000+00:00\", \"2019-08-05 03:25:10.000000+00:00\", \"2020-04-13 06:45:25.000000+00:00\", \"2021-05-29 07:45:58.000000+00:00\"], \"session_ids\": [\"d8c07190-0391-4f04-9e5b-f8f5f000c587\", \"6be1033a-efab-480b-91e3-50d26c320216\", \"17b1faea-2868-447c-9f63-7f8f74ece5e6\", \"400498b4-994a-49df-9c52-dec39d3b6a1c\"], \"total_duration\": 439.0, \"total_sessions\": 4, \"mean_week_duration\": 4.48}, \"26958\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-04-23 20:37:32.000000+00:00\", \"2021-12-10 23:59:03.000000+00:00\", \"2019-05-19 05:51:02.000000+00:00\"], \"session_ids\": [\"e5c4e485-27a2-4439-9f72-48f7a5f7eed3\", \"d19c7589-7a84-41e5-831d-459569475976\", \"c3ddc956-46b4-41a9-8a78-613acaf4689d\"], \"total_duration\": 96.0, \"total_sessions\": 3, \"mean_week_duration\": 0.716}, \"20393\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-01 13:02:56.000000+00:00\", \"2021-02-04 13:05:53.000000+00:00\"], \"session_ids\": [\"e1ce2a31-b09e-45b9-b160-81bb8538291d\", \"7def1faa-1dc4-4992-a5d6-b6bc547bbd2d\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 5.085}}\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[{\"43194\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-02 05:00:55.000000+00:00\", \"2020-10-24 20:54:07.000000+00:00\", \"2019-08-05 20:22:27.000000+00:00\", \"2019-12-13 05:36:33.000000+00:00\"], \"session_ids\": [\"6c44351f-62a8-45b5-b238-c35e2dca2e03\", \"4704ba5f-20c4-41fc-b4cc-9efb4b8339bf\", \"6dd9b028-4ce4-48b7-9584-d5dae8ca22ad\", \"aaae7b35-d4e4-49b6-be3b-4b764d558752\"], \"total_duration\": 135.0, \"total_sessions\": 4, \"mean_week_duration\": 1.298}}, {\"31825\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-03-03 16:36:30.000000+00:00\", \"2021-06-06 12:15:57.000000+00:00\", \"2022-12-11 09:42:53.000000+00:00\", \"2022-04-19 03:15:50.000000+00:00\"], \"session_ids\": [\"36522a95-3403-42ab-af0b-239679477b8f\", \"954a72f1-b8b3-42e2-87cb-4757983a4afb\", \"406de548-a154-471e-9432-facb3c7eeb36\", \"8eea7cc1-08e1-402e-a5e3-b62e1a261b2f\"], \"total_duration\": 332.0, \"total_sessions\": 4, \"mean_week_duration\": 1.685}}, {\"59212\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-16 16:52:16.000000+00:00\", \"2019-08-05 03:25:10.000000+00:00\", \"2020-04-13 06:45:25.000000+00:00\", \"2021-05-29 07:45:58.000000+00:00\"], \"session_ids\": [\"d8c07190-0391-4f04-9e5b-f8f5f000c587\", \"6be1033a-efab-480b-91e3-50d26c320216\", \"17b1faea-2868-447c-9f63-7f8f74ece5e6\", \"400498b4-994a-49df-9c52-dec39d3b6a1c\"], \"total_duration\": 439.0, \"total_sessions\": 4, \"mean_week_duration\": 4.48}}, {\"26958\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-04-23 20:37:32.000000+00:00\", \"2021-12-10 23:59:03.000000+00:00\", \"2019-05-19 05:51:02.000000+00:00\"], \"session_ids\": [\"e5c4e485-27a2-4439-9f72-48f7a5f7eed3\", \"d19c7589-7a84-41e5-831d-459569475976\", \"c3ddc956-46b4-41a9-8a78-613acaf4689d\"], \"total_duration\": 96.0, \"total_sessions\": 3, \"mean_week_duration\": 0.716}}, {\"56903\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-03-09 21:22:39.000000+00:00\", \"2020-09-25 04:58:31.000000+00:00\"], \"session_ids\": [\"f38f5149-6f17-479b-8c35-fb051af56279\", \"8b19627f-bbc2-4052-b5ed-0494eb9ea11e\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 2.695}}, {\"43328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-18 06:06:23.000000+00:00\", \"2022-05-08 18:06:15.000000+00:00\"], \"session_ids\": [\"4f980a79-5d53-49a2-8cac-fe7c3d72ecdb\", \"b866ad76-b488-4fdd-a1fe-4759a53d8d5d\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.857}}, {\"76010\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-12 10:13:37.000000+00:00\", \"2021-02-20 08:17:56.000000+00:00\"], \"session_ids\": [\"8cd30f8e-d87b-4482-af56-8ca164e7070b\", \"64314ae1-205a-4102-92d4-f60e17befc5b\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 2.174}}, {\"55533\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-05-01 12:23:38.000000+00:00\", \"2022-07-28 07:08:21.000000+00:00\"], \"session_ids\": [\"8750dae1-a883-42e4-bd78-cae1a5f61965\", \"263823d8-e3f0-458d-995c-fec21926d6cc\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.124}}, {\"44682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-08 18:55:23.000000+00:00\", \"2023-03-09 06:46:21.000000+00:00\"], \"session_ids\": [\"e454b7a4-cd11-4a84-965d-851b6dbf68a5\", \"da685278-ce3a-4460-a2c7-a59322cec8d6\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.348}}, {\"20393\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-01 13:02:56.000000+00:00\", \"2021-02-04 13:05:53.000000+00:00\"], \"session_ids\": [\"e1ce2a31-b09e-45b9-b160-81bb8538291d\", \"7def1faa-1dc4-4992-a5d6-b6bc547bbd2d\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 5.085}}]\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[{\"43194\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-02 05:00:55.000000+00:00\", \"2020-10-24 20:54:07.000000+00:00\", \"2019-08-05 20:22:27.000000+00:00\", \"2019-12-13 05:36:33.000000+00:00\"], \"session_ids\": [\"6c44351f-62a8-45b5-b238-c35e2dca2e03\", \"4704ba5f-20c4-41fc-b4cc-9efb4b8339bf\", \"6dd9b028-4ce4-48b7-9584-d5dae8ca22ad\", \"aaae7b35-d4e4-49b6-be3b-4b764d558752\"], \"total_duration\": 135.0, \"total_sessions\": 4, \"mean_week_duration\": 1.298}}, {\"31825\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-03-03 16:36:30.000000+00:00\", \"2021-06-06 12:15:57.000000+00:00\", \"2022-12-11 09:42:53.000000+00:00\", \"2022-04-19 03:15:50.000000+00:00\"], \"session_ids\": [\"36522a95-3403-42ab-af0b-239679477b8f\", \"954a72f1-b8b3-42e2-87cb-4757983a4afb\", \"406de548-a154-471e-9432-facb3c7eeb36\", \"8eea7cc1-08e1-402e-a5e3-b62e1a261b2f\"], \"total_duration\": 332.0, \"total_sessions\": 4, \"mean_week_duration\": 1.685}}]\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[{\"43194\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-02 05:00:55.000000+00:00\", \"2020-10-24 20:54:07.000000+00:00\", \"2019-08-05 20:22:27.000000+00:00\", \"2019-12-13 05:36:33.000000+00:00\"], \"session_ids\": [\"6c44351f-62a8-45b5-b238-c35e2dca2e03\", \"4704ba5f-20c4-41fc-b4cc-9efb4b8339bf\", \"6dd9b028-4ce4-48b7-9584-d5dae8ca22ad\", \"aaae7b35-d4e4-49b6-be3b-4b764d558752\"], \"total_duration\": 135.0, \"total_sessions\": 4, \"mean_week_duration\": 1.298}}, {\"31825\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-03-03 16:36:30.000000+00:00\", \"2021-06-06 12:15:57.000000+00:00\", \"2022-12-11 09:42:53.000000+00:00\", \"2022-04-19 03:15:50.000000+00:00\"], \"session_ids\": [\"36522a95-3403-42ab-af0b-239679477b8f\", \"954a72f1-b8b3-42e2-87cb-4757983a4afb\", \"406de548-a154-471e-9432-facb3c7eeb36\", \"8eea7cc1-08e1-402e-a5e3-b62e1a261b2f\"], \"total_duration\": 332.0, \"total_sessions\": 4, \"mean_week_duration\": 1.685}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 8 users whose total duration amount is exactly 1836 plus execute sorting by all sessions quantity 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{\"27408\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-08-10 09:30:42.000000+00:00\", \"2020-04-06 05:47:17.000000+00:00\", \"2021-04-21 08:30:05.000000+00:00\"], \"session_ids\": [\"832eca33-cf26-4506-8a88-c72c737e0d11\", \"45766947-c1f0-493f-ae1b-4c7dd2bb3a60\", \"3f10fde8-d8b4-4cc7-8a5f-99be9363ebcd\"], \"total_duration\": 528.0, \"total_sessions\": 3, \"mean_week_duration\": 9.6}, \"18483\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-05-13 23:15:55.000000+00:00\", \"2020-05-02 22:28:08.000000+00:00\"], \"session_ids\": [\"d656c3f4-9f5c-481b-b667-2fa54bb94822\", \"9f08217c-94b9-4586-a574-ff5f22258280\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}, \"71850\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-18 02:54:02.000000+00:00\", \"2021-06-28 13:12:53.000000+00:00\"], \"session_ids\": [\"83e4ca64-57c4-4145-b467-47d231c89b27\", \"b0b61070-ef41-4bc4-a909-ae9d666eb921\"], \"total_duration\": 322.0, \"total_sessions\": 2, \"mean_week_duration\": 3.038}, \"40783\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-07-01 01:31:10.000000+00:00\", \"2020-10-18 16:14:48.000000+00:00\"], \"session_ids\": [\"eb83bf52-4ada-483c-8dd8-7f81b4f43c5e\", \"93857728-5f0b-49d5-b9a7-4d8c2633b7ae\"], \"total_duration\": 235.0, \"total_sessions\": 2, \"mean_week_duration\": 3.456}, \"9216\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"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\": \"Karachi\", \"datetimes\": [\"2022-04-13 14:38:05.000000+00:00\", \"2023-06-24 17:44:22.000000+00:00\"], \"session_ids\": [\"1f4b30eb-1e65-46a3-ab46-af061655f92e\", \"31b4b9c4-647d-48cc-8a01-3e4baa2ae12c\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 3.905}, \"26840\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-26 08:51:26.000000+00:00\", \"2020-06-03 05:24:33.000000+00:00\"], \"session_ids\": [\"25036844-e541-4a39-9755-311296e3820a\", \"7d00d3b5-65e1-458c-9f73-481b15f11ff3\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 1.469}, \"53071\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-05-30 20:23:13.000000+00:00\", \"2022-04-12 01:32:28.000000+00:00\", \"2022-03-04 22:38:21.000000+00:00\", \"2019-11-25 22:59:32.000000+00:00\"], \"session_ids\": [\"66cc735f-aa6d-4dca-82da-bd2d758ff5f3\", \"af28562b-1b74-428a-b38c-55af36314fd8\", \"3d7f4d3c-69b7-4a2a-be71-92f1c27083bf\", \"334d6dc9-5f6a-4d57-9ae1-d875d5306f84\"], \"total_duration\": 1165.0, \"total_sessions\": 4, \"mean_week_duration\": 9.395}, \"95886\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-08-30 03:06:25.000000+00:00\", \"2020-06-22 17:22:43.000000+00:00\"], \"session_ids\": [\"e6bfa002-4f31-49ee-ba62-268139735cd3\", \"533455e1-a067-4173-bcef-aac81f3629c5\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 1.439}, \"21656\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-05-25 06:51:17.000000+00:00\", \"2019-04-03 18:31:57.000000+00:00\", \"2022-05-25 16:05:20.000000+00:00\", \"2021-01-03 19:52:18.000000+00:00\", \"2019-09-25 19:38:24.000000+00:00\"], \"session_ids\": [\"dda353c1-0f36-4678-b180-2879d833fee5\", \"54cc93bf-460d-48d1-97c5-2b104a4cdf55\", \"d42d9c4f-d146-4459-b06f-d5aad1ae4e9d\", \"78662a7b-b382-4583-a584-f4300dbb3ee4\", \"54d3934c-f9b3-43db-9783-d7e21e07d520\"], \"total_duration\": 1121.0, \"total_sessions\": 5, \"mean_week_duration\": 5.19}, \"87508\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-07-20 23:01:41.000000+00:00\", \"2022-04-03 08:26:15.000000+00:00\", \"2020-01-11 09:56:59.000000+00:00\", \"2020-07-18 17:24:25.000000+00:00\", \"2019-12-17 08:34:27.000000+00:00\", \"2021-12-01 21:56:56.000000+00:00\"], \"session_ids\": [\"7dd7cd1a-342f-4303-9b0f-0d9d44334ee1\", \"d61903c9-4043-428b-8d01-d25ef2b85e04\", \"6bc9fb62-e2d2-4f79-9b83-c6b1c07200c6\", \"19ca83bd-276d-48ac-93b7-7c3808fd10ca\", \"06ac4281-dbf0-4e28-82ca-2461a0d55f94\", \"85e7246a-b58b-43d0-b775-0b9278801bd8\"], \"total_duration\": 97.0, \"total_sessions\": 6, \"mean_week_duration\": 0.713}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are 1836"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[1836, 4700]]}}}\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 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 with a duration of sessions per week that is above 45 and below 6, exclusively in addition carry out sorting by median of duration of sessions per week form the lowest to the highest and in addition keep 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{\"42682\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-14 07:35:31.000000+00:00\", \"2020-02-19 17:28:09.000000+00:00\"], \"session_ids\": [\"442867ef-586b-4cca-acdc-ca860ea9c532\", \"575d5d1f-f1ee-437a-b988-b1ccb65c1003\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 20.059}, \"65109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-04-25 22:41:02.000000+00:00\", \"2022-06-26 09:21:32.000000+00:00\"], \"session_ids\": [\"18e4628d-488b-4d5b-b952-c202b795fd5d\", \"6ab6bbff-81d5-4094-be65-ed1a70505708\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.773}, \"51806\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2023-01-08 03:38:17.000000+00:00\", \"2023-02-19 06:17:45.000000+00:00\", \"2019-05-07 12:49:34.000000+00:00\", \"2020-06-20 05:37:01.000000+00:00\", \"2022-01-27 00:59:27.000000+00:00\"], \"session_ids\": [\"0051f992-669f-4aa5-a371-c4a92442dddd\", \"b21426aa-bfb5-4c35-8bc6-41f9b59200ce\", \"a56d70f9-8176-4704-b593-1c93c3f35cc1\", \"8ec814f8-3bc5-4aa2-b0b2-d04ab7563ca6\", \"15417be7-be0a-4679-b7d4-05c9d2c52f3b\"], \"total_duration\": 1819.0, \"total_sessions\": 5, \"mean_week_duration\": 9.187}, \"19139\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-27 08:38:50.000000+00:00\", \"2019-12-29 20:21:58.000000+00:00\"], \"session_ids\": [\"267c8320-1e81-4020-ac79-7eccd9b04bca\", \"1def310c-4411-4761-80eb-81252504be97\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 0.718}, \"98697\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-07 12:50:36.000000+00:00\", \"2022-10-09 06:03:02.000000+00:00\"], \"session_ids\": [\"3e5f5ed6-25d9-4bd0-b021-b215944f7579\", \"446ad03c-63a5-4914-91ed-da663afe24b6\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.484}, \"77673\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-07 02:41:53.000000+00:00\", \"2019-02-13 17:05:43.000000+00:00\", \"2022-07-03 09:14:41.000000+00:00\"], \"session_ids\": [\"6acefec7-f548-49bb-a270-bfd3cc68d79b\", \"06da2e61-b87c-4af2-81bf-2ec5f5864303\", \"81e62073-e761-445a-87d2-8a5f60941608\"], \"total_duration\": 298.0, \"total_sessions\": 3, \"mean_week_duration\": 1.684}, \"27150\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-14 06:49:35.000000+00:00\", \"2020-12-27 13:29:17.000000+00:00\"], \"session_ids\": [\"f92ee854-c051-441b-ad40-c1a2a791899d\", \"f509c716-6244-4fba-a0d3-b28e537818be\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.237}, \"71641\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-09 19:56:36.000000+00:00\", \"2019-09-17 16:05:16.000000+00:00\", \"2019-04-11 21:38:55.000000+00:00\", \"2020-10-07 12:11:22.000000+00:00\"], \"session_ids\": [\"6b1a606b-55d1-4086-b942-e197319712bf\", \"fecf9eb2-e322-4282-a662-0bc52d7a055e\", \"94faf0ed-326b-43fd-884d-2f8dc4933924\", \"2e26d42c-1aee-4795-977b-0efb0c636d66\"], \"total_duration\": 140.0, \"total_sessions\": 4, \"mean_week_duration\": 1.795}, \"92099\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-02-03 19:39:01.000000+00:00\", \"2020-04-24 07:39:34.000000+00:00\", \"2019-06-30 14:26:50.000000+00:00\", \"2020-02-05 19:23:24.000000+00:00\", \"2019-11-19 03:00:06.000000+00:00\", \"2021-08-03 04:35:24.000000+00:00\", \"2022-02-23 16:58:17.000000+00:00\", \"2020-02-09 06:06:59.000000+00:00\"], \"session_ids\": [\"d6e0fed7-bcb3-4ad5-a4f9-5943b72ed7d8\", \"479c634b-06ef-4c0c-a585-46d8b940cf11\", \"f1ab631e-b29e-477c-9abf-d43ef403e207\", \"5ebe706e-dd8d-4b85-bfd7-ae59f448ba5d\", \"399904d9-f465-45e8-ace4-3a85d520cc4f\", \"079d1b60-81dd-47f6-9a72-6d823d9813e5\", \"f4b51447-91a7-4bc6-bfca-ecae95da3e6f\", \"ad953ac2-f0c0-4426-852a-2b16d8334dcb\"], \"total_duration\": 5299.0, \"total_sessions\": 8, \"mean_week_duration\": 38.122}, \"31927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-19 09:40:13.000000+00:00\", \"2022-04-14 19:51:10.000000+00:00\"], \"session_ids\": [\"7f35c4aa-de88-462f-b264-08b9e29f9278\", \"70407dfd-0b0a-4384-abcc-b3b23d0ef6c7\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 4.423}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 6 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\": [[6, 45]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"65109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-04-25 22:41:02.000000+00:00\", \"2022-06-26 09:21:32.000000+00:00\"], \"session_ids\": [\"18e4628d-488b-4d5b-b952-c202b795fd5d\", \"6ab6bbff-81d5-4094-be65-ed1a70505708\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.773}, \"19139\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-27 08:38:50.000000+00:00\", \"2019-12-29 20:21:58.000000+00:00\"], \"session_ids\": [\"267c8320-1e81-4020-ac79-7eccd9b04bca\", \"1def310c-4411-4761-80eb-81252504be97\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 0.718}, \"98697\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-07 12:50:36.000000+00:00\", \"2022-10-09 06:03:02.000000+00:00\"], \"session_ids\": [\"3e5f5ed6-25d9-4bd0-b021-b215944f7579\", \"446ad03c-63a5-4914-91ed-da663afe24b6\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.484}, \"77673\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-07 02:41:53.000000+00:00\", \"2019-02-13 17:05:43.000000+00:00\", \"2022-07-03 09:14:41.000000+00:00\"], \"session_ids\": [\"6acefec7-f548-49bb-a270-bfd3cc68d79b\", \"06da2e61-b87c-4af2-81bf-2ec5f5864303\", \"81e62073-e761-445a-87d2-8a5f60941608\"], \"total_duration\": 298.0, \"total_sessions\": 3, \"mean_week_duration\": 1.684}, \"27150\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-14 06:49:35.000000+00:00\", \"2020-12-27 13:29:17.000000+00:00\"], \"session_ids\": [\"f92ee854-c051-441b-ad40-c1a2a791899d\", \"f509c716-6244-4fba-a0d3-b28e537818be\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.237}, \"71641\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-09 19:56:36.000000+00:00\", \"2019-09-17 16:05:16.000000+00:00\", \"2019-04-11 21:38:55.000000+00:00\", \"2020-10-07 12:11:22.000000+00:00\"], \"session_ids\": [\"6b1a606b-55d1-4086-b942-e197319712bf\", \"fecf9eb2-e322-4282-a662-0bc52d7a055e\", \"94faf0ed-326b-43fd-884d-2f8dc4933924\", \"2e26d42c-1aee-4795-977b-0efb0c636d66\"], \"total_duration\": 140.0, \"total_sessions\": 4, \"mean_week_duration\": 1.795}, \"31927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-19 09:40:13.000000+00:00\", \"2022-04-14 19:51:10.000000+00:00\"], \"session_ids\": [\"7f35c4aa-de88-462f-b264-08b9e29f9278\", \"70407dfd-0b0a-4384-abcc-b3b23d0ef6c7\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 4.423}}\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[{\"27150\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-14 06:49:35.000000+00:00\", \"2020-12-27 13:29:17.000000+00:00\"], \"session_ids\": [\"f92ee854-c051-441b-ad40-c1a2a791899d\", \"f509c716-6244-4fba-a0d3-b28e537818be\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.237}}, {\"19139\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-27 08:38:50.000000+00:00\", \"2019-12-29 20:21:58.000000+00:00\"], \"session_ids\": [\"267c8320-1e81-4020-ac79-7eccd9b04bca\", \"1def310c-4411-4761-80eb-81252504be97\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 0.718}}, {\"98697\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-07 12:50:36.000000+00:00\", \"2022-10-09 06:03:02.000000+00:00\"], \"session_ids\": [\"3e5f5ed6-25d9-4bd0-b021-b215944f7579\", \"446ad03c-63a5-4914-91ed-da663afe24b6\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.484}}, {\"77673\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-08-07 02:41:53.000000+00:00\", \"2019-02-13 17:05:43.000000+00:00\", \"2022-07-03 09:14:41.000000+00:00\"], \"session_ids\": [\"6acefec7-f548-49bb-a270-bfd3cc68d79b\", \"06da2e61-b87c-4af2-81bf-2ec5f5864303\", \"81e62073-e761-445a-87d2-8a5f60941608\"], \"total_duration\": 298.0, \"total_sessions\": 3, \"mean_week_duration\": 1.684}}, {\"65109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-04-25 22:41:02.000000+00:00\", \"2022-06-26 09:21:32.000000+00:00\"], \"session_ids\": [\"18e4628d-488b-4d5b-b952-c202b795fd5d\", \"6ab6bbff-81d5-4094-be65-ed1a70505708\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.773}}, {\"71641\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-09 19:56:36.000000+00:00\", \"2019-09-17 16:05:16.000000+00:00\", \"2019-04-11 21:38:55.000000+00:00\", \"2020-10-07 12:11:22.000000+00:00\"], \"session_ids\": [\"6b1a606b-55d1-4086-b942-e197319712bf\", \"fecf9eb2-e322-4282-a662-0bc52d7a055e\", \"94faf0ed-326b-43fd-884d-2f8dc4933924\", \"2e26d42c-1aee-4795-977b-0efb0c636d66\"], \"total_duration\": 140.0, \"total_sessions\": 4, \"mean_week_duration\": 1.795}}, {\"31927\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-19 09:40:13.000000+00:00\", \"2022-04-14 19:51:10.000000+00:00\"], \"session_ids\": [\"7f35c4aa-de88-462f-b264-08b9e29f9278\", \"70407dfd-0b0a-4384-abcc-b3b23d0ef6c7\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 4.423}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"27150\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-14 06:49:35.000000+00:00\", \"2020-12-27 13:29:17.000000+00:00\"], \"session_ids\": [\"f92ee854-c051-441b-ad40-c1a2a791899d\", \"f509c716-6244-4fba-a0d3-b28e537818be\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.237}}, {\"19139\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-27 08:38:50.000000+00:00\", \"2019-12-29 20:21:58.000000+00:00\"], \"session_ids\": [\"267c8320-1e81-4020-ac79-7eccd9b04bca\", \"1def310c-4411-4761-80eb-81252504be97\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 0.718}}, {\"98697\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-07 12:50:36.000000+00:00\", \"2022-10-09 06:03:02.000000+00:00\"], \"session_ids\": [\"3e5f5ed6-25d9-4bd0-b021-b215944f7579\", \"446ad03c-63a5-4914-91ed-da663afe24b6\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.484}}]\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[{\"27150\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-14 06:49:35.000000+00:00\", \"2020-12-27 13:29:17.000000+00:00\"], \"session_ids\": [\"f92ee854-c051-441b-ad40-c1a2a791899d\", \"f509c716-6244-4fba-a0d3-b28e537818be\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.237}}, {\"19139\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-27 08:38:50.000000+00:00\", \"2019-12-29 20:21:58.000000+00:00\"], \"session_ids\": [\"267c8320-1e81-4020-ac79-7eccd9b04bca\", \"1def310c-4411-4761-80eb-81252504be97\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 0.718}}, {\"98697\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-07 12:50:36.000000+00:00\", \"2022-10-09 06:03:02.000000+00:00\"], \"session_ids\": [\"3e5f5ed6-25d9-4bd0-b021-b215944f7579\", \"446ad03c-63a5-4914-91ed-da663afe24b6\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.484}}]\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 user information with a site usage time per week that is above 22 and below 42, exclusive 22 and in addition apply sorting by city_name in desc."
}
] |
[
{
"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{\"78014\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-11-12 04:52:59.000000+00:00\", \"2019-10-03 15:05:32.000000+00:00\"], \"session_ids\": [\"7f82f352-71f6-4504-b022-cb6a0144b3af\", \"a110a7c1-aadb-4e00-aae8-32adbe7d264c\"], \"total_duration\": 399.0, \"total_sessions\": 2, \"mean_week_duration\": 6.879}, \"53244\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-05 13:41:05.000000+00:00\", \"2022-12-03 17:47:46.000000+00:00\"], \"session_ids\": [\"0ffd0221-c55a-4772-bd1b-e447de8a303f\", \"bfcf0747-32e1-45a2-a019-1fa8285be8c1\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.596}, \"59552\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-07-25 04:07:10.000000+00:00\", \"2020-12-01 11:38:35.000000+00:00\", \"2020-03-01 07:59:03.000000+00:00\", \"2019-06-26 05:43:18.000000+00:00\", \"2020-09-26 12:17:33.000000+00:00\", \"2022-07-17 12:32:59.000000+00:00\", \"2020-12-09 02:10:01.000000+00:00\", \"2020-11-23 16:56:37.000000+00:00\", \"2021-07-19 17:31:55.000000+00:00\", \"2019-06-25 07:18:59.000000+00:00\"], \"session_ids\": [\"7b6a3fe7-7593-458b-b801-49bb48f09f24\", \"8acab51d-e81e-40dd-bb45-173fc4e7e48d\", \"8c9d7365-0cf4-4996-abfe-81261d77bee4\", \"4a7bb70d-bd16-42bc-af8f-5416f5f9edaf\", \"e51d25ec-d430-4d89-a9e6-d52cb608b6a2\", \"cf9636da-8da3-4e82-8ee4-82eae27c7aae\", \"946f368c-b34d-40b5-a017-3ca5f14d8707\", \"9eb7d91c-7136-4a74-be69-4150fb98e740\", \"2f47bea4-0fb8-42b8-9db4-2e940347045b\", \"753c4ed4-6e57-4d29-9196-f9016402839b\"], \"total_duration\": 31045.0, \"total_sessions\": 10, \"mean_week_duration\": 194.031}, \"65545\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-06 01:45:32.000000+00:00\", \"2022-04-15 23:15:37.000000+00:00\", \"2021-04-29 04:29:20.000000+00:00\", \"2022-11-26 10:17:28.000000+00:00\", \"2023-03-28 19:03:38.000000+00:00\", \"2019-08-25 04:56:18.000000+00:00\"], \"session_ids\": [\"0d072c2c-9594-41cc-868f-f55a891b22df\", \"024c880d-5f63-4e98-ba9c-786444224daf\", \"feb2ff25-63c3-43fb-910f-fe34545bed3e\", \"c75e1769-f423-4a55-a38b-c27bc2dea1d2\", \"55bb0ded-117e-499e-8dd8-da0f7783a8c6\", \"ce7c35b7-c645-4b3b-92ab-aa16e4981826\"], \"total_duration\": 6294.0, \"total_sessions\": 6, \"mean_week_duration\": 33.479}, \"8386\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-06 21:33:14.000000+00:00\", \"2019-01-10 07:25:36.000000+00:00\"], \"session_ids\": [\"b09c497e-0f7e-4fad-be99-d67c8a956e84\", \"b6fe44c9-c015-4cf5-beab-eb508d1bea8e\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.549}, \"85713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-05-15 16:15:29.000000+00:00\", \"2021-03-30 06:50:55.000000+00:00\"], \"session_ids\": [\"a7827de5-1334-4c5d-8ca8-6e4428f9a894\", \"190ed09a-19dc-4856-9670-518d4d37e750\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 1.265}, \"18640\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-08 09:51:29.000000+00:00\", \"2021-09-14 19:21:34.000000+00:00\", \"2021-06-16 08:39:50.000000+00:00\", \"2021-08-28 05:54:25.000000+00:00\", \"2023-01-28 21:25:51.000000+00:00\", \"2020-11-25 00:26:49.000000+00:00\"], \"session_ids\": [\"4107e7d7-a41e-42e9-977f-2a522a34a96c\", \"69967a55-46fb-4439-a4ee-7894400d18c7\", \"bd6770c3-52cf-42d9-9469-51cec7e34d4b\", \"0c43ef57-1ace-4f7f-a082-d4e4bdcbdc06\", \"3c54f1b4-22c8-4c1d-b722-ed0115fd78c3\", \"3394bdaf-aafb-4b44-8cf3-8a7b84560358\"], \"total_duration\": 1371.0, \"total_sessions\": 6, \"mean_week_duration\": 11.056}, \"44717\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-06-13 16:44:56.000000+00:00\", \"2022-12-04 08:25:59.000000+00:00\", \"2020-08-07 14:53:54.000000+00:00\"], \"session_ids\": [\"1460e827-98b5-40ac-afa0-450dc5bc6352\", \"f99954b0-7945-44e1-9535-30824f89231b\", \"a8865974-0469-494f-88de-aed97faf7687\"], \"total_duration\": 405.0, \"total_sessions\": 3, \"mean_week_duration\": 2.225}, \"22747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-24 04:04:36.000000+00:00\", \"2019-09-09 02:48:43.000000+00:00\"], \"session_ids\": [\"d00cfcfc-cd45-4991-aac6-16b3acca5049\", \"98885987-9027-4117-ae2d-9ea65363cfa7\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.113}, \"60686\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-09-06 12:08:43.000000+00:00\", \"2020-02-23 14:13:07.000000+00:00\"], \"session_ids\": [\"9129e478-b33c-4c98-b183-e14d5c18eff1\", \"7533c16f-caac-4e39-87be-3ae76edb560d\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 3.624}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 22 and are equal or less than 42"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[22, 42]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"65545\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-06 01:45:32.000000+00:00\", \"2022-04-15 23:15:37.000000+00:00\", \"2021-04-29 04:29:20.000000+00:00\", \"2022-11-26 10:17:28.000000+00:00\", \"2023-03-28 19:03:38.000000+00:00\", \"2019-08-25 04:56:18.000000+00:00\"], \"session_ids\": [\"0d072c2c-9594-41cc-868f-f55a891b22df\", \"024c880d-5f63-4e98-ba9c-786444224daf\", \"feb2ff25-63c3-43fb-910f-fe34545bed3e\", \"c75e1769-f423-4a55-a38b-c27bc2dea1d2\", \"55bb0ded-117e-499e-8dd8-da0f7783a8c6\", \"ce7c35b7-c645-4b3b-92ab-aa16e4981826\"], \"total_duration\": 6294.0, \"total_sessions\": 6, \"mean_week_duration\": 33.479}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"65545\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-06 01:45:32.000000+00:00\", \"2022-04-15 23:15:37.000000+00:00\", \"2021-04-29 04:29:20.000000+00:00\", \"2022-11-26 10:17:28.000000+00:00\", \"2023-03-28 19:03:38.000000+00:00\", \"2019-08-25 04:56:18.000000+00:00\"], \"session_ids\": [\"0d072c2c-9594-41cc-868f-f55a891b22df\", \"024c880d-5f63-4e98-ba9c-786444224daf\", \"feb2ff25-63c3-43fb-910f-fe34545bed3e\", \"c75e1769-f423-4a55-a38b-c27bc2dea1d2\", \"55bb0ded-117e-499e-8dd8-da0f7783a8c6\", \"ce7c35b7-c645-4b3b-92ab-aa16e4981826\"], \"total_duration\": 6294.0, \"total_sessions\": 6, \"mean_week_duration\": 33.479}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"65545\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-06 01:45:32.000000+00:00\", \"2022-04-15 23:15:37.000000+00:00\", \"2021-04-29 04:29:20.000000+00:00\", \"2022-11-26 10:17:28.000000+00:00\", \"2023-03-28 19:03:38.000000+00:00\", \"2019-08-25 04:56:18.000000+00:00\"], \"session_ids\": [\"0d072c2c-9594-41cc-868f-f55a891b22df\", \"024c880d-5f63-4e98-ba9c-786444224daf\", \"feb2ff25-63c3-43fb-910f-fe34545bed3e\", \"c75e1769-f423-4a55-a38b-c27bc2dea1d2\", \"55bb0ded-117e-499e-8dd8-da0f7783a8c6\", \"ce7c35b7-c645-4b3b-92ab-aa16e4981826\"], \"total_duration\": 6294.0, \"total_sessions\": 6, \"mean_week_duration\": 33.479}}]\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[{\"65545\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-10-06 01:45:32.000000+00:00\", \"2022-04-15 23:15:37.000000+00:00\", \"2021-04-29 04:29:20.000000+00:00\", \"2022-11-26 10:17:28.000000+00:00\", \"2023-03-28 19:03:38.000000+00:00\", \"2019-08-25 04:56:18.000000+00:00\"], \"session_ids\": [\"0d072c2c-9594-41cc-868f-f55a891b22df\", \"024c880d-5f63-4e98-ba9c-786444224daf\", \"feb2ff25-63c3-43fb-910f-fe34545bed3e\", \"c75e1769-f423-4a55-a38b-c27bc2dea1d2\", \"55bb0ded-117e-499e-8dd8-da0f7783a8c6\", \"ce7c35b7-c645-4b3b-92ab-aa16e4981826\"], \"total_duration\": 6294.0, \"total_sessions\": 6, \"mean_week_duration\": 33.479}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 4 users whose sum of sessions is strictly bigger than 3 + execute sorting by overall sessions count from the smallest to the largest."
}
] |
[
{
"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{\"87142\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-12-05 05:31:54.000000+00:00\", \"2023-04-26 14:11:30.000000+00:00\"], \"session_ids\": [\"c1cf2f09-3fb9-4154-8e27-033da588ffbe\", \"01456602-7421-4874-8d13-448bfe3009ab\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 1.701}, \"5435\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2020-06-09 05:41:43.000000+00:00\", \"2019-03-07 21:13:12.000000+00:00\"], \"session_ids\": [\"1e38a569-bb21-4de9-aab4-2afd107098ab\", \"d10611a6-3302-4397-b319-efa23d381320\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 2.015}, \"5087\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-11-15 08:36:42.000000+00:00\", \"2019-08-27 11:08:39.000000+00:00\", \"2023-04-15 21:38:21.000000+00:00\", \"2019-05-10 20:44:59.000000+00:00\", \"2020-06-05 20:53:07.000000+00:00\", \"2020-08-06 02:50:23.000000+00:00\", \"2021-02-12 04:13:13.000000+00:00\", \"2021-03-30 19:08:40.000000+00:00\"], \"session_ids\": [\"dfff8139-c144-4a87-ac15-fa995452120a\", \"34cc01b7-3e73-4aed-a419-87df6d1b6e52\", \"4a7c4965-fc97-4486-91b9-1dc5710aba52\", \"6bb54636-f0a7-4ac6-9437-18de86f7d4a7\", \"bfe97f64-4ae4-4e94-a77d-909fe001d770\", \"10c5477f-da64-4290-aead-29b557e0700b\", \"26dc7d2d-7509-4c28-ab78-8f4fb9a724e6\", \"2c9f8949-e625-4add-9cd6-fd60cd6bbdd6\"], \"total_duration\": 808.0, \"total_sessions\": 8, \"mean_week_duration\": 3.922}, \"12127\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-02-27 12:50:31.000000+00:00\", \"2021-11-21 20:39:15.000000+00:00\", \"2020-08-13 23:41:00.000000+00:00\"], \"session_ids\": [\"c160cd3f-0a43-4783-bd2c-a964aedcbaf6\", \"8beb3efe-ae67-41cf-8c1c-6d600393326e\", \"025b8a1a-442e-4a8b-8d75-895a0881ac06\"], \"total_duration\": 255.0, \"total_sessions\": 3, \"mean_week_duration\": 3.148}, \"54633\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-09-03 02:00:52.000000+00:00\", \"2019-04-17 11:27:08.000000+00:00\"], \"session_ids\": [\"4c3dc4d7-c85a-48e7-8f19-bfd8455bf31a\", \"b0661814-b159-471b-8653-01b7d1c0a651\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 0.831}, \"49811\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-06 12:29:09.000000+00:00\", \"2021-06-19 19:19:05.000000+00:00\"], \"session_ids\": [\"01a2bb39-441f-4350-8fee-96aefa63ab23\", \"efe6c2da-268d-47ff-a941-ca2e8f9e8591\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 7.463}, \"65613\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 9, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-12 13:12:50.000000+00:00\", \"2021-05-11 15:09:59.000000+00:00\"], \"session_ids\": [\"417ecb13-3eb3-4ec2-b48b-c33ff4003c48\", \"fe14ee75-353e-45ba-b856-9e11f42bc39f\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.538}, \"73547\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-11-29 15:15:46.000000+00:00\", \"2019-05-07 10:52:30.000000+00:00\"], \"session_ids\": [\"f4a7608b-3423-4af8-a81d-10e4e81f3a59\", \"dbc0af27-3d1b-4c5e-9efb-c898497bef84\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}, \"6216\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-06 15:57:13.000000+00:00\", \"2020-10-28 18:14:48.000000+00:00\"], \"session_ids\": [\"634712ea-fc4e-413a-85e4-38e126b39cf7\", \"84aa3c66-9275-4c8c-805d-bbe5144166c0\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 9.56}, \"51742\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-20 23:00:43.000000+00:00\", \"2021-01-07 06:34:37.000000+00:00\", \"2019-07-10 21:02:22.000000+00:00\", \"2023-04-25 07:38:50.000000+00:00\", \"2019-11-26 10:58:31.000000+00:00\"], \"session_ids\": [\"ea186855-3963-455f-86b6-bc6b87a20682\", \"3d187d06-1b9c-4a71-b23d-efcdae0170d1\", \"4bc13d1a-1d74-49b2-b59a-396c66372647\", \"d2a4c159-a1dd-45d1-9605-bbd4119afd2f\", \"87ed8b60-af39-4da3-832d-c984e91a57b4\"], \"total_duration\": 51.0, \"total_sessions\": 5, \"mean_week_duration\": 0.238}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 3"
},
{
"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{\"5087\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-11-15 08:36:42.000000+00:00\", \"2019-08-27 11:08:39.000000+00:00\", \"2023-04-15 21:38:21.000000+00:00\", \"2019-05-10 20:44:59.000000+00:00\", \"2020-06-05 20:53:07.000000+00:00\", \"2020-08-06 02:50:23.000000+00:00\", \"2021-02-12 04:13:13.000000+00:00\", \"2021-03-30 19:08:40.000000+00:00\"], \"session_ids\": [\"dfff8139-c144-4a87-ac15-fa995452120a\", \"34cc01b7-3e73-4aed-a419-87df6d1b6e52\", \"4a7c4965-fc97-4486-91b9-1dc5710aba52\", \"6bb54636-f0a7-4ac6-9437-18de86f7d4a7\", \"bfe97f64-4ae4-4e94-a77d-909fe001d770\", \"10c5477f-da64-4290-aead-29b557e0700b\", \"26dc7d2d-7509-4c28-ab78-8f4fb9a724e6\", \"2c9f8949-e625-4add-9cd6-fd60cd6bbdd6\"], \"total_duration\": 808.0, \"total_sessions\": 8, \"mean_week_duration\": 3.922}, \"51742\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-20 23:00:43.000000+00:00\", \"2021-01-07 06:34:37.000000+00:00\", \"2019-07-10 21:02:22.000000+00:00\", \"2023-04-25 07:38:50.000000+00:00\", \"2019-11-26 10:58:31.000000+00:00\"], \"session_ids\": [\"ea186855-3963-455f-86b6-bc6b87a20682\", \"3d187d06-1b9c-4a71-b23d-efcdae0170d1\", \"4bc13d1a-1d74-49b2-b59a-396c66372647\", \"d2a4c159-a1dd-45d1-9605-bbd4119afd2f\", \"87ed8b60-af39-4da3-832d-c984e91a57b4\"], \"total_duration\": 51.0, \"total_sessions\": 5, \"mean_week_duration\": 0.238}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"51742\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-20 23:00:43.000000+00:00\", \"2021-01-07 06:34:37.000000+00:00\", \"2019-07-10 21:02:22.000000+00:00\", \"2023-04-25 07:38:50.000000+00:00\", \"2019-11-26 10:58:31.000000+00:00\"], \"session_ids\": [\"ea186855-3963-455f-86b6-bc6b87a20682\", \"3d187d06-1b9c-4a71-b23d-efcdae0170d1\", \"4bc13d1a-1d74-49b2-b59a-396c66372647\", \"d2a4c159-a1dd-45d1-9605-bbd4119afd2f\", \"87ed8b60-af39-4da3-832d-c984e91a57b4\"], \"total_duration\": 51.0, \"total_sessions\": 5, \"mean_week_duration\": 0.238}}, {\"5087\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-11-15 08:36:42.000000+00:00\", \"2019-08-27 11:08:39.000000+00:00\", \"2023-04-15 21:38:21.000000+00:00\", \"2019-05-10 20:44:59.000000+00:00\", \"2020-06-05 20:53:07.000000+00:00\", \"2020-08-06 02:50:23.000000+00:00\", \"2021-02-12 04:13:13.000000+00:00\", \"2021-03-30 19:08:40.000000+00:00\"], \"session_ids\": [\"dfff8139-c144-4a87-ac15-fa995452120a\", \"34cc01b7-3e73-4aed-a419-87df6d1b6e52\", \"4a7c4965-fc97-4486-91b9-1dc5710aba52\", \"6bb54636-f0a7-4ac6-9437-18de86f7d4a7\", \"bfe97f64-4ae4-4e94-a77d-909fe001d770\", \"10c5477f-da64-4290-aead-29b557e0700b\", \"26dc7d2d-7509-4c28-ab78-8f4fb9a724e6\", \"2c9f8949-e625-4add-9cd6-fd60cd6bbdd6\"], \"total_duration\": 808.0, \"total_sessions\": 8, \"mean_week_duration\": 3.922}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude 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[{\"51742\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-20 23:00:43.000000+00:00\", \"2021-01-07 06:34:37.000000+00:00\", \"2019-07-10 21:02:22.000000+00:00\", \"2023-04-25 07:38:50.000000+00:00\", \"2019-11-26 10:58:31.000000+00:00\"], \"session_ids\": [\"ea186855-3963-455f-86b6-bc6b87a20682\", \"3d187d06-1b9c-4a71-b23d-efcdae0170d1\", \"4bc13d1a-1d74-49b2-b59a-396c66372647\", \"d2a4c159-a1dd-45d1-9605-bbd4119afd2f\", \"87ed8b60-af39-4da3-832d-c984e91a57b4\"], \"total_duration\": 51.0, \"total_sessions\": 5, \"mean_week_duration\": 0.238}}, {\"5087\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-11-15 08:36:42.000000+00:00\", \"2019-08-27 11:08:39.000000+00:00\", \"2023-04-15 21:38:21.000000+00:00\", \"2019-05-10 20:44:59.000000+00:00\", \"2020-06-05 20:53:07.000000+00:00\", \"2020-08-06 02:50:23.000000+00:00\", \"2021-02-12 04:13:13.000000+00:00\", \"2021-03-30 19:08:40.000000+00:00\"], \"session_ids\": [\"dfff8139-c144-4a87-ac15-fa995452120a\", \"34cc01b7-3e73-4aed-a419-87df6d1b6e52\", \"4a7c4965-fc97-4486-91b9-1dc5710aba52\", \"6bb54636-f0a7-4ac6-9437-18de86f7d4a7\", \"bfe97f64-4ae4-4e94-a77d-909fe001d770\", \"10c5477f-da64-4290-aead-29b557e0700b\", \"26dc7d2d-7509-4c28-ab78-8f4fb9a724e6\", \"2c9f8949-e625-4add-9cd6-fd60cd6bbdd6\"], \"total_duration\": 808.0, \"total_sessions\": 8, \"mean_week_duration\": 3.922}}]\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[{\"51742\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-20 23:00:43.000000+00:00\", \"2021-01-07 06:34:37.000000+00:00\", \"2019-07-10 21:02:22.000000+00:00\", \"2023-04-25 07:38:50.000000+00:00\", \"2019-11-26 10:58:31.000000+00:00\"], \"session_ids\": [\"ea186855-3963-455f-86b6-bc6b87a20682\", \"3d187d06-1b9c-4a71-b23d-efcdae0170d1\", \"4bc13d1a-1d74-49b2-b59a-396c66372647\", \"d2a4c159-a1dd-45d1-9605-bbd4119afd2f\", \"87ed8b60-af39-4da3-832d-c984e91a57b4\"], \"total_duration\": 51.0, \"total_sessions\": 5, \"mean_week_duration\": 0.238}}, {\"5087\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2020-11-15 08:36:42.000000+00:00\", \"2019-08-27 11:08:39.000000+00:00\", \"2023-04-15 21:38:21.000000+00:00\", \"2019-05-10 20:44:59.000000+00:00\", \"2020-06-05 20:53:07.000000+00:00\", \"2020-08-06 02:50:23.000000+00:00\", \"2021-02-12 04:13:13.000000+00:00\", \"2021-03-30 19:08:40.000000+00:00\"], \"session_ids\": [\"dfff8139-c144-4a87-ac15-fa995452120a\", \"34cc01b7-3e73-4aed-a419-87df6d1b6e52\", \"4a7c4965-fc97-4486-91b9-1dc5710aba52\", \"6bb54636-f0a7-4ac6-9437-18de86f7d4a7\", \"bfe97f64-4ae4-4e94-a77d-909fe001d770\", \"10c5477f-da64-4290-aead-29b557e0700b\", \"26dc7d2d-7509-4c28-ab78-8f4fb9a724e6\", \"2c9f8949-e625-4add-9cd6-fd60cd6bbdd6\"], \"total_duration\": 808.0, \"total_sessions\": 8, \"mean_week_duration\": 3.922}}]\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 5 users who aren't inhabitants of cities Edinburgh, Copenhagen, San Pedro, Kingston + perform sorting by total_sessions in ascending + keep only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88943\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-06 09:41:58.000000+00:00\", \"2022-06-13 14:34:07.000000+00:00\", \"2022-05-11 17:33:54.000000+00:00\", \"2020-10-13 13:30:34.000000+00:00\", \"2019-12-05 05:27:29.000000+00:00\", \"2019-12-18 21:02:57.000000+00:00\", \"2019-07-01 06:06:17.000000+00:00\", \"2021-01-08 15:41:06.000000+00:00\"], \"session_ids\": [\"dba0e9ee-c02c-4541-b46c-65ff97c15834\", \"1484743c-c429-4e95-a9ad-3472fbf0bcb6\", \"3406a09f-913c-4b8f-8f2d-530ff92d6eeb\", \"5d1f633e-35f5-4009-8912-ef10c01d633e\", \"76606e3f-9bec-4708-90cc-157f3ba76062\", \"9b8e0e99-0f16-4b7f-b0d3-86146a85a5ed\", \"3ee1cc54-c058-4ba9-89e1-ab05f6ee1087\", \"6228a3ab-8db5-422f-969f-fed8f9c5a8aa\"], \"total_duration\": 600.0, \"total_sessions\": 8, \"mean_week_duration\": 3.896}, \"11321\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-09-08 12:40:12.000000+00:00\", \"2021-09-29 16:28:41.000000+00:00\", \"2020-03-26 16:40:19.000000+00:00\", \"2021-08-04 03:01:32.000000+00:00\", \"2020-04-26 06:01:41.000000+00:00\"], \"session_ids\": [\"71f7091c-ab01-48f2-aaad-917125af5877\", \"3daaa1bb-5fb6-4d68-a260-7f5a15482020\", \"4bf2b55a-af21-438a-9515-0de8eb62bbfd\", \"0b89f891-c8f5-43b3-b251-222b65ceae1c\", \"883cab6e-736f-43ff-b513-50386260bc80\"], \"total_duration\": 3892.0, \"total_sessions\": 5, \"mean_week_duration\": 49.266}, \"20319\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-06-11 14:34:20.000000+00:00\", \"2020-10-02 20:41:09.000000+00:00\"], \"session_ids\": [\"bed9662f-27c2-46d0-b6ad-dcfbb4357377\", \"978e1fed-16cf-4201-863d-3714ca4b6fdb\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 2.955}, \"89833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-04-21 07:11:42.000000+00:00\", \"2022-12-20 19:58:30.000000+00:00\"], \"session_ids\": [\"a1bbd97c-23b2-45db-a7c8-4c954146fc13\", \"ff99688d-f383-4ac8-98dd-16ecb8299afc\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 5.429}, \"15627\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-11-03 00:00:03.000000+00:00\", \"2020-11-05 08:19:37.000000+00:00\"], \"session_ids\": [\"4efd92f1-504b-4790-a01f-571a1f598ef7\", \"cd2034e8-4577-47d2-8b7a-52595886fbf1\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 152.0}, \"22037\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-06-13 06:22:35.000000+00:00\", \"2020-07-28 17:16:16.000000+00:00\"], \"session_ids\": [\"d69a0692-5a2d-4e06-b74d-d42e65259d91\", \"37c8b629-ee9c-428b-b198-03d9b8618186\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 1.459}, \"35557\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-05 02:20:33.000000+00:00\", \"2022-11-29 03:09:42.000000+00:00\"], \"session_ids\": [\"1f49cac1-655a-4e23-9386-2735274753ad\", \"8744ee7e-1350-4474-99cd-9b10b1ff9a1a\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 1.713}, \"41071\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-03-07 10:57:18.000000+00:00\", \"2019-07-19 03:59:02.000000+00:00\"], \"session_ids\": [\"dcf09bb5-a3c4-498e-9003-035c48299638\", \"a26b156a-34cf-4450-b2c1-55b42b00b622\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 1.295}, \"58398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-04-28 08:46:16.000000+00:00\", \"2023-03-11 15:20:51.000000+00:00\"], \"session_ids\": [\"d4abc0e3-b9ff-4cc5-83d1-8279e3f839fc\", \"9173bef8-106b-486a-be20-e0c3795b3fa7\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 14.429}, \"46737\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-14 11:02:49.000000+00:00\", \"2022-04-11 14:26:18.000000+00:00\", \"2020-04-06 12:58:56.000000+00:00\"], \"session_ids\": [\"66832990-dfa7-4d16-b0ce-a617926dcdf2\", \"ce8f1248-91c9-4822-92d7-a40ea593e3a6\", \"af1b6c79-1e34-4041-a54b-24c80c38bee9\"], \"total_duration\": 821.0, \"total_sessions\": 3, \"mean_week_duration\": 5.547}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Edinburgh, Copenhagen, San Pedro, Kingston"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Edinburgh\", \"Copenhagen\", \"San Pedro\", \"Kingston\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88943\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-06 09:41:58.000000+00:00\", \"2022-06-13 14:34:07.000000+00:00\", \"2022-05-11 17:33:54.000000+00:00\", \"2020-10-13 13:30:34.000000+00:00\", \"2019-12-05 05:27:29.000000+00:00\", \"2019-12-18 21:02:57.000000+00:00\", \"2019-07-01 06:06:17.000000+00:00\", \"2021-01-08 15:41:06.000000+00:00\"], \"session_ids\": [\"dba0e9ee-c02c-4541-b46c-65ff97c15834\", \"1484743c-c429-4e95-a9ad-3472fbf0bcb6\", \"3406a09f-913c-4b8f-8f2d-530ff92d6eeb\", \"5d1f633e-35f5-4009-8912-ef10c01d633e\", \"76606e3f-9bec-4708-90cc-157f3ba76062\", \"9b8e0e99-0f16-4b7f-b0d3-86146a85a5ed\", \"3ee1cc54-c058-4ba9-89e1-ab05f6ee1087\", \"6228a3ab-8db5-422f-969f-fed8f9c5a8aa\"], \"total_duration\": 600.0, \"total_sessions\": 8, \"mean_week_duration\": 3.896}, \"11321\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-09-08 12:40:12.000000+00:00\", \"2021-09-29 16:28:41.000000+00:00\", \"2020-03-26 16:40:19.000000+00:00\", \"2021-08-04 03:01:32.000000+00:00\", \"2020-04-26 06:01:41.000000+00:00\"], \"session_ids\": [\"71f7091c-ab01-48f2-aaad-917125af5877\", \"3daaa1bb-5fb6-4d68-a260-7f5a15482020\", \"4bf2b55a-af21-438a-9515-0de8eb62bbfd\", \"0b89f891-c8f5-43b3-b251-222b65ceae1c\", \"883cab6e-736f-43ff-b513-50386260bc80\"], \"total_duration\": 3892.0, \"total_sessions\": 5, \"mean_week_duration\": 49.266}, \"20319\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-06-11 14:34:20.000000+00:00\", \"2020-10-02 20:41:09.000000+00:00\"], \"session_ids\": [\"bed9662f-27c2-46d0-b6ad-dcfbb4357377\", \"978e1fed-16cf-4201-863d-3714ca4b6fdb\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 2.955}, \"89833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-04-21 07:11:42.000000+00:00\", \"2022-12-20 19:58:30.000000+00:00\"], \"session_ids\": [\"a1bbd97c-23b2-45db-a7c8-4c954146fc13\", \"ff99688d-f383-4ac8-98dd-16ecb8299afc\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 5.429}, \"15627\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-11-03 00:00:03.000000+00:00\", \"2020-11-05 08:19:37.000000+00:00\"], \"session_ids\": [\"4efd92f1-504b-4790-a01f-571a1f598ef7\", \"cd2034e8-4577-47d2-8b7a-52595886fbf1\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 152.0}, \"22037\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-06-13 06:22:35.000000+00:00\", \"2020-07-28 17:16:16.000000+00:00\"], \"session_ids\": [\"d69a0692-5a2d-4e06-b74d-d42e65259d91\", \"37c8b629-ee9c-428b-b198-03d9b8618186\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 1.459}, \"35557\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-05 02:20:33.000000+00:00\", \"2022-11-29 03:09:42.000000+00:00\"], \"session_ids\": [\"1f49cac1-655a-4e23-9386-2735274753ad\", \"8744ee7e-1350-4474-99cd-9b10b1ff9a1a\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 1.713}, \"41071\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-03-07 10:57:18.000000+00:00\", \"2019-07-19 03:59:02.000000+00:00\"], \"session_ids\": [\"dcf09bb5-a3c4-498e-9003-035c48299638\", \"a26b156a-34cf-4450-b2c1-55b42b00b622\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 1.295}, \"58398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-04-28 08:46:16.000000+00:00\", \"2023-03-11 15:20:51.000000+00:00\"], \"session_ids\": [\"d4abc0e3-b9ff-4cc5-83d1-8279e3f839fc\", \"9173bef8-106b-486a-be20-e0c3795b3fa7\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 14.429}, \"46737\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-14 11:02:49.000000+00:00\", \"2022-04-11 14:26:18.000000+00:00\", \"2020-04-06 12:58:56.000000+00:00\"], \"session_ids\": [\"66832990-dfa7-4d16-b0ce-a617926dcdf2\", \"ce8f1248-91c9-4822-92d7-a40ea593e3a6\", \"af1b6c79-1e34-4041-a54b-24c80c38bee9\"], \"total_duration\": 821.0, \"total_sessions\": 3, \"mean_week_duration\": 5.547}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20319\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-06-11 14:34:20.000000+00:00\", \"2020-10-02 20:41:09.000000+00:00\"], \"session_ids\": [\"bed9662f-27c2-46d0-b6ad-dcfbb4357377\", \"978e1fed-16cf-4201-863d-3714ca4b6fdb\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 2.955}}, {\"89833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-04-21 07:11:42.000000+00:00\", \"2022-12-20 19:58:30.000000+00:00\"], \"session_ids\": [\"a1bbd97c-23b2-45db-a7c8-4c954146fc13\", \"ff99688d-f383-4ac8-98dd-16ecb8299afc\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 5.429}}, {\"15627\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-11-03 00:00:03.000000+00:00\", \"2020-11-05 08:19:37.000000+00:00\"], \"session_ids\": [\"4efd92f1-504b-4790-a01f-571a1f598ef7\", \"cd2034e8-4577-47d2-8b7a-52595886fbf1\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 152.0}}, {\"22037\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-06-13 06:22:35.000000+00:00\", \"2020-07-28 17:16:16.000000+00:00\"], \"session_ids\": [\"d69a0692-5a2d-4e06-b74d-d42e65259d91\", \"37c8b629-ee9c-428b-b198-03d9b8618186\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 1.459}}, {\"35557\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-05 02:20:33.000000+00:00\", \"2022-11-29 03:09:42.000000+00:00\"], \"session_ids\": [\"1f49cac1-655a-4e23-9386-2735274753ad\", \"8744ee7e-1350-4474-99cd-9b10b1ff9a1a\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 1.713}}, {\"41071\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-03-07 10:57:18.000000+00:00\", \"2019-07-19 03:59:02.000000+00:00\"], \"session_ids\": [\"dcf09bb5-a3c4-498e-9003-035c48299638\", \"a26b156a-34cf-4450-b2c1-55b42b00b622\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 1.295}}, {\"58398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-04-28 08:46:16.000000+00:00\", \"2023-03-11 15:20:51.000000+00:00\"], \"session_ids\": [\"d4abc0e3-b9ff-4cc5-83d1-8279e3f839fc\", \"9173bef8-106b-486a-be20-e0c3795b3fa7\"], \"total_duration\": 101.0, \"total_sessions\": 2, \"mean_week_duration\": 14.429}}, {\"46737\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-14 11:02:49.000000+00:00\", \"2022-04-11 14:26:18.000000+00:00\", \"2020-04-06 12:58:56.000000+00:00\"], \"session_ids\": [\"66832990-dfa7-4d16-b0ce-a617926dcdf2\", \"ce8f1248-91c9-4822-92d7-a40ea593e3a6\", \"af1b6c79-1e34-4041-a54b-24c80c38bee9\"], \"total_duration\": 821.0, \"total_sessions\": 3, \"mean_week_duration\": 5.547}}, {\"11321\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-09-08 12:40:12.000000+00:00\", \"2021-09-29 16:28:41.000000+00:00\", \"2020-03-26 16:40:19.000000+00:00\", \"2021-08-04 03:01:32.000000+00:00\", \"2020-04-26 06:01:41.000000+00:00\"], \"session_ids\": [\"71f7091c-ab01-48f2-aaad-917125af5877\", \"3daaa1bb-5fb6-4d68-a260-7f5a15482020\", \"4bf2b55a-af21-438a-9515-0de8eb62bbfd\", \"0b89f891-c8f5-43b3-b251-222b65ceae1c\", \"883cab6e-736f-43ff-b513-50386260bc80\"], \"total_duration\": 3892.0, \"total_sessions\": 5, \"mean_week_duration\": 49.266}}, {\"88943\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-06 09:41:58.000000+00:00\", \"2022-06-13 14:34:07.000000+00:00\", \"2022-05-11 17:33:54.000000+00:00\", \"2020-10-13 13:30:34.000000+00:00\", \"2019-12-05 05:27:29.000000+00:00\", \"2019-12-18 21:02:57.000000+00:00\", \"2019-07-01 06:06:17.000000+00:00\", \"2021-01-08 15:41:06.000000+00:00\"], \"session_ids\": [\"dba0e9ee-c02c-4541-b46c-65ff97c15834\", \"1484743c-c429-4e95-a9ad-3472fbf0bcb6\", \"3406a09f-913c-4b8f-8f2d-530ff92d6eeb\", \"5d1f633e-35f5-4009-8912-ef10c01d633e\", \"76606e3f-9bec-4708-90cc-157f3ba76062\", \"9b8e0e99-0f16-4b7f-b0d3-86146a85a5ed\", \"3ee1cc54-c058-4ba9-89e1-ab05f6ee1087\", \"6228a3ab-8db5-422f-969f-fed8f9c5a8aa\"], \"total_duration\": 600.0, \"total_sessions\": 8, \"mean_week_duration\": 3.896}}]\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[{\"20319\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-06-11 14:34:20.000000+00:00\", \"2020-10-02 20:41:09.000000+00:00\"], \"session_ids\": [\"bed9662f-27c2-46d0-b6ad-dcfbb4357377\", \"978e1fed-16cf-4201-863d-3714ca4b6fdb\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 2.955}}, {\"89833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-04-21 07:11:42.000000+00:00\", \"2022-12-20 19:58:30.000000+00:00\"], \"session_ids\": [\"a1bbd97c-23b2-45db-a7c8-4c954146fc13\", \"ff99688d-f383-4ac8-98dd-16ecb8299afc\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 5.429}}, {\"15627\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-11-03 00:00:03.000000+00:00\", \"2020-11-05 08:19:37.000000+00:00\"], \"session_ids\": [\"4efd92f1-504b-4790-a01f-571a1f598ef7\", \"cd2034e8-4577-47d2-8b7a-52595886fbf1\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 152.0}}, {\"22037\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-06-13 06:22:35.000000+00:00\", \"2020-07-28 17:16:16.000000+00:00\"], \"session_ids\": [\"d69a0692-5a2d-4e06-b74d-d42e65259d91\", \"37c8b629-ee9c-428b-b198-03d9b8618186\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 1.459}}]\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[{\"20319\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-06-11 14:34:20.000000+00:00\", \"2020-10-02 20:41:09.000000+00:00\"], \"session_ids\": [\"bed9662f-27c2-46d0-b6ad-dcfbb4357377\", \"978e1fed-16cf-4201-863d-3714ca4b6fdb\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 2.955}}, {\"89833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-04-21 07:11:42.000000+00:00\", \"2022-12-20 19:58:30.000000+00:00\"], \"session_ids\": [\"a1bbd97c-23b2-45db-a7c8-4c954146fc13\", \"ff99688d-f383-4ac8-98dd-16ecb8299afc\"], \"total_duration\": 190.0, \"total_sessions\": 2, \"mean_week_duration\": 5.429}}, {\"15627\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-11-03 00:00:03.000000+00:00\", \"2020-11-05 08:19:37.000000+00:00\"], \"session_ids\": [\"4efd92f1-504b-4790-a01f-571a1f598ef7\", \"cd2034e8-4577-47d2-8b7a-52595886fbf1\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 152.0}}, {\"22037\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-06-13 06:22:35.000000+00:00\", \"2020-07-28 17:16:16.000000+00:00\"], \"session_ids\": [\"d69a0692-5a2d-4e06-b74d-d42e65259d91\", \"37c8b629-ee9c-428b-b198-03d9b8618186\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 1.459}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about 4 users whose time spent on the site exceeds 612 while staying below 4109, exclusively 4109 , and do sorting by sessions summation from the smallest value to the largest 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{\"19908\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-10-23 07:05:29.000000+00:00\", \"2021-06-24 03:24:32.000000+00:00\", \"2019-07-31 06:09:25.000000+00:00\"], \"session_ids\": [\"bf91c782-5c31-45d4-b6f1-b3315dee099b\", \"8fc1dbfc-a9b2-439c-94f4-c93c1adcac8e\", \"1906fb70-4b84-43f9-9a5c-5af3835c8aa6\"], \"total_duration\": 73.0, \"total_sessions\": 3, \"mean_week_duration\": 0.624}, \"19435\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-05 07:22:02.000000+00:00\", \"2021-09-03 01:38:53.000000+00:00\", \"2019-04-28 00:06:24.000000+00:00\"], \"session_ids\": [\"34b58668-00a6-4ff5-b0eb-595ad08791d3\", \"b77880dc-5774-4358-9a0b-b87b720727ee\", \"946fe43a-7a65-4cc5-8b8a-daf54fc0032d\"], \"total_duration\": 306.0, \"total_sessions\": 3, \"mean_week_duration\": 2.488}, \"33079\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-07-09 18:33:29.000000+00:00\", \"2020-04-20 09:13:42.000000+00:00\"], \"session_ids\": [\"69318cdc-7222-4545-b0b3-b20893713070\", \"19338083-a715-48f4-8bd7-40110a0b6e66\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.109}, \"15567\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-02-28 16:40:21.000000+00:00\", \"2021-06-16 03:43:10.000000+00:00\"], \"session_ids\": [\"12579abe-6702-4a60-94bb-862e1085ee5a\", \"4d088eb4-ae24-4be7-bebf-dd14d082e491\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 13.312}, \"22990\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-10-27 14:12:25.000000+00:00\", \"2020-11-11 20:56:20.000000+00:00\"], \"session_ids\": [\"ee875c12-0652-4828-8768-43393b70b0fa\", \"b8cea6fa-cf28-4698-83ec-6ac5874628fd\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 2.3}, \"2944\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-01-30 08:17:54.000000+00:00\", \"2022-12-11 04:01:02.000000+00:00\"], \"session_ids\": [\"13fd23a7-2cf6-4076-acd8-89b3971fca8f\", \"01cb3200-3b0c-4faf-bcf8-c7879afea194\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 1.733}, \"21516\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-28 04:42:53.000000+00:00\", \"2023-05-17 03:13:38.000000+00:00\"], \"session_ids\": [\"bcc5ea64-7826-41ae-92a5-9f7e245d2f57\", \"3c82381e-46ab-4ff2-a484-7785f293f8f0\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 3.3}, \"95366\": {\"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\": \"Helsinki\", \"datetimes\": [\"2022-01-21 18:02:27.000000+00:00\", \"2020-09-28 14:31:34.000000+00:00\", \"2020-10-11 18:43:47.000000+00:00\"], \"session_ids\": [\"27bd5fed-045b-4841-bfcc-0360dc577ee7\", \"a5a55df5-59d8-4f16-8cf0-0c039aae2191\", \"3e7c379b-ca2a-4ad5-bbbd-0bb231e28e66\"], \"total_duration\": 269.0, \"total_sessions\": 3, \"mean_week_duration\": 3.899}, \"76809\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-05-09 04:50:57.000000+00:00\", \"2023-04-20 01:19:44.000000+00:00\"], \"session_ids\": [\"8c6794e1-91fd-44ca-9b8e-5394d433269d\", \"696f8095-9ef3-4bb7-9bc0-fce8a609507c\"], \"total_duration\": 325.0, \"total_sessions\": 2, \"mean_week_duration\": 2.11}, \"55510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-02 05:12:12.000000+00:00\", \"2022-07-24 06:19:46.000000+00:00\"], \"session_ids\": [\"ba530119-ed85-4d0b-b55e-0015b6c09f1f\", \"84d657f0-9428-4f70-a054-f0f0e2ca7129\"], \"total_duration\": 446.0, \"total_sessions\": 2, \"mean_week_duration\": 3.232}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 612 and are less than 4109"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_duration\": [[612, 4109]]}}}\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": "Could you tell me about 6 users who live in cities Tegucigalpa, Belize City in addition put to use sorting by duration summation in desc order + show me only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"23978\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-07-24 04:40:36.000000+00:00\", \"2019-12-08 10:41:22.000000+00:00\"], \"session_ids\": [\"8e9341a2-3c33-42ba-808f-743afba097d7\", \"fe4b129b-5689-498c-ac92-35b065a5313f\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 1.401}, \"19898\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-22 23:57:50.000000+00:00\", \"2022-01-11 00:04:58.000000+00:00\", \"2021-09-13 07:29:42.000000+00:00\", \"2022-04-04 07:29:00.000000+00:00\", \"2020-02-16 11:42:15.000000+00:00\", \"2020-12-03 01:09:48.000000+00:00\"], \"session_ids\": [\"73d6089f-e59f-43a2-adf8-a9149dc2eaac\", \"b4d1d2ae-0adf-4de7-9a96-c081dfa77bf9\", \"acc6db87-3936-4bbc-a23e-e389e1f03027\", \"9b02f1e8-6bb2-4ab2-9513-6d7ef4e117a9\", \"c2145241-1443-4664-9f6e-212fab26375a\", \"6a00f0ed-6469-48e1-b47c-a3aff6119514\"], \"total_duration\": 53.0, \"total_sessions\": 6, \"mean_week_duration\": 0.477}, \"91766\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-01 20:06:18.000000+00:00\", \"2021-04-05 05:08:42.000000+00:00\", \"2019-09-28 01:58:42.000000+00:00\"], \"session_ids\": [\"a8eafe20-b7da-4d48-b126-e495e651e1fb\", \"4f30ef0f-f77e-4a12-9c13-b89e22075e39\", \"5bc4803a-0c71-46e4-8058-bd1321da0cc3\"], \"total_duration\": 1004.0, \"total_sessions\": 3, \"mean_week_duration\": 12.55}, \"66193\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-10-30 09:55:40.000000+00:00\", \"2020-05-13 04:25:25.000000+00:00\"], \"session_ids\": [\"c6e1a4a0-6b66-41d8-b657-541ca252c0d6\", \"9c9e09df-8177-4a13-902e-5d72bcf6fa54\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 3.636}, \"20038\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-07-28 08:24:27.000000+00:00\", \"2022-02-03 09:04:36.000000+00:00\"], \"session_ids\": [\"90c3c99a-c768-44bb-9161-780728739319\", \"24b2915e-d641-4d26-bd1a-b6eda2841796\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"52854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-05 11:54:52.000000+00:00\", \"2023-01-16 03:32:52.000000+00:00\", \"2021-11-04 07:52:30.000000+00:00\"], \"session_ids\": [\"a2c2bc85-b270-4d76-b092-1520a7398d98\", \"d15b5f59-dfa2-470c-8503-beac3add2d15\", \"b4af2a4f-ab26-48f9-b6ff-c7405ee5896a\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 1.0}, \"39168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-10 02:14:38.000000+00:00\", \"2019-09-13 16:33:56.000000+00:00\", \"2022-03-19 18:48:15.000000+00:00\", \"2022-01-27 14:05:13.000000+00:00\"], \"session_ids\": [\"ab1238db-e31d-4851-884a-cffeeeeb2a79\", \"43a656bf-5cdd-464e-96ff-e7e94d47588d\", \"a407fb06-8352-4bb4-9935-1974dbdf90e6\", \"d1ec2acf-bddf-4344-8bbd-8750dfa6beb0\"], \"total_duration\": 217.0, \"total_sessions\": 4, \"mean_week_duration\": 1.561}, \"59031\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-03-28 00:17:27.000000+00:00\", \"2021-08-06 18:40:19.000000+00:00\"], \"session_ids\": [\"4c7c5048-5f4b-44f8-82bc-4a0d1a61da0d\", \"690e0a57-5896-4de0-8716-83752c75fc0b\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 1.035}, \"60569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-30 10:25:48.000000+00:00\", \"2021-04-22 20:16:34.000000+00:00\", \"2019-04-10 06:41:14.000000+00:00\", \"2019-01-31 12:38:42.000000+00:00\"], \"session_ids\": [\"5f9cdb4f-30df-47ea-8430-7d081c1e62e8\", \"c94fa06e-ae75-42fe-b555-be35abfa0ac3\", \"a30010f9-324c-4c08-8d9d-c345405bdc63\", \"0f7c1961-d09f-43c4-855f-8190e995d443\"], \"total_duration\": 667.0, \"total_sessions\": 4, \"mean_week_duration\": 4.941}, \"86984\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-18 20:08:12.000000+00:00\", \"2021-07-16 13:54:01.000000+00:00\", \"2021-02-25 09:12:00.000000+00:00\", \"2021-09-20 15:31:00.000000+00:00\", \"2022-12-22 14:08:06.000000+00:00\", \"2021-08-02 23:33:06.000000+00:00\", \"2020-09-02 22:12:24.000000+00:00\", \"2023-05-03 16:17:34.000000+00:00\", \"2020-07-03 12:43:26.000000+00:00\", \"2019-07-20 07:18:27.000000+00:00\", \"2020-09-12 05:44:45.000000+00:00\"], \"session_ids\": [\"674ec2bf-94c7-4504-bf3d-1f248ab90a5c\", \"8674b2d8-c3b0-4f83-8e09-44bf0e58d0b9\", \"ef23250a-098f-46df-b669-91425dea6205\", \"d58599c0-e632-455b-b1c9-715c49f8d6b7\", \"7dc8ab4f-a576-4800-b5b7-d6b2d8ec9d3b\", \"01fffae4-a8a6-4ed6-ae03-3304780539f5\", \"17fd3e4d-811b-442e-9f53-904de300a0ed\", \"54f6af85-ba6b-46d4-ad92-3b2e6dc23cd5\", \"81cdfe6f-b4b8-47d8-96b3-f71f334997fb\", \"a4067715-11ae-4b6c-ae7b-63ae28159f2a\", \"410f1750-bde0-4911-8f97-80d32740226c\"], \"total_duration\": 3651.0, \"total_sessions\": 11, \"mean_week_duration\": 18.439}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Tegucigalpa, Belize City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Tegucigalpa\", \"Belize City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19898\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-22 23:57:50.000000+00:00\", \"2022-01-11 00:04:58.000000+00:00\", \"2021-09-13 07:29:42.000000+00:00\", \"2022-04-04 07:29:00.000000+00:00\", \"2020-02-16 11:42:15.000000+00:00\", \"2020-12-03 01:09:48.000000+00:00\"], \"session_ids\": [\"73d6089f-e59f-43a2-adf8-a9149dc2eaac\", \"b4d1d2ae-0adf-4de7-9a96-c081dfa77bf9\", \"acc6db87-3936-4bbc-a23e-e389e1f03027\", \"9b02f1e8-6bb2-4ab2-9513-6d7ef4e117a9\", \"c2145241-1443-4664-9f6e-212fab26375a\", \"6a00f0ed-6469-48e1-b47c-a3aff6119514\"], \"total_duration\": 53.0, \"total_sessions\": 6, \"mean_week_duration\": 0.477}, \"39168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-10 02:14:38.000000+00:00\", \"2019-09-13 16:33:56.000000+00:00\", \"2022-03-19 18:48:15.000000+00:00\", \"2022-01-27 14:05:13.000000+00:00\"], \"session_ids\": [\"ab1238db-e31d-4851-884a-cffeeeeb2a79\", \"43a656bf-5cdd-464e-96ff-e7e94d47588d\", \"a407fb06-8352-4bb4-9935-1974dbdf90e6\", \"d1ec2acf-bddf-4344-8bbd-8750dfa6beb0\"], \"total_duration\": 217.0, \"total_sessions\": 4, \"mean_week_duration\": 1.561}, \"60569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-30 10:25:48.000000+00:00\", \"2021-04-22 20:16:34.000000+00:00\", \"2019-04-10 06:41:14.000000+00:00\", \"2019-01-31 12:38:42.000000+00:00\"], \"session_ids\": [\"5f9cdb4f-30df-47ea-8430-7d081c1e62e8\", \"c94fa06e-ae75-42fe-b555-be35abfa0ac3\", \"a30010f9-324c-4c08-8d9d-c345405bdc63\", \"0f7c1961-d09f-43c4-855f-8190e995d443\"], \"total_duration\": 667.0, \"total_sessions\": 4, \"mean_week_duration\": 4.941}, \"86984\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-18 20:08:12.000000+00:00\", \"2021-07-16 13:54:01.000000+00:00\", \"2021-02-25 09:12:00.000000+00:00\", \"2021-09-20 15:31:00.000000+00:00\", \"2022-12-22 14:08:06.000000+00:00\", \"2021-08-02 23:33:06.000000+00:00\", \"2020-09-02 22:12:24.000000+00:00\", \"2023-05-03 16:17:34.000000+00:00\", \"2020-07-03 12:43:26.000000+00:00\", \"2019-07-20 07:18:27.000000+00:00\", \"2020-09-12 05:44:45.000000+00:00\"], \"session_ids\": [\"674ec2bf-94c7-4504-bf3d-1f248ab90a5c\", \"8674b2d8-c3b0-4f83-8e09-44bf0e58d0b9\", \"ef23250a-098f-46df-b669-91425dea6205\", \"d58599c0-e632-455b-b1c9-715c49f8d6b7\", \"7dc8ab4f-a576-4800-b5b7-d6b2d8ec9d3b\", \"01fffae4-a8a6-4ed6-ae03-3304780539f5\", \"17fd3e4d-811b-442e-9f53-904de300a0ed\", \"54f6af85-ba6b-46d4-ad92-3b2e6dc23cd5\", \"81cdfe6f-b4b8-47d8-96b3-f71f334997fb\", \"a4067715-11ae-4b6c-ae7b-63ae28159f2a\", \"410f1750-bde0-4911-8f97-80d32740226c\"], \"total_duration\": 3651.0, \"total_sessions\": 11, \"mean_week_duration\": 18.439}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"86984\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-18 20:08:12.000000+00:00\", \"2021-07-16 13:54:01.000000+00:00\", \"2021-02-25 09:12:00.000000+00:00\", \"2021-09-20 15:31:00.000000+00:00\", \"2022-12-22 14:08:06.000000+00:00\", \"2021-08-02 23:33:06.000000+00:00\", \"2020-09-02 22:12:24.000000+00:00\", \"2023-05-03 16:17:34.000000+00:00\", \"2020-07-03 12:43:26.000000+00:00\", \"2019-07-20 07:18:27.000000+00:00\", \"2020-09-12 05:44:45.000000+00:00\"], \"session_ids\": [\"674ec2bf-94c7-4504-bf3d-1f248ab90a5c\", \"8674b2d8-c3b0-4f83-8e09-44bf0e58d0b9\", \"ef23250a-098f-46df-b669-91425dea6205\", \"d58599c0-e632-455b-b1c9-715c49f8d6b7\", \"7dc8ab4f-a576-4800-b5b7-d6b2d8ec9d3b\", \"01fffae4-a8a6-4ed6-ae03-3304780539f5\", \"17fd3e4d-811b-442e-9f53-904de300a0ed\", \"54f6af85-ba6b-46d4-ad92-3b2e6dc23cd5\", \"81cdfe6f-b4b8-47d8-96b3-f71f334997fb\", \"a4067715-11ae-4b6c-ae7b-63ae28159f2a\", \"410f1750-bde0-4911-8f97-80d32740226c\"], \"total_duration\": 3651.0, \"total_sessions\": 11, \"mean_week_duration\": 18.439}}, {\"60569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-30 10:25:48.000000+00:00\", \"2021-04-22 20:16:34.000000+00:00\", \"2019-04-10 06:41:14.000000+00:00\", \"2019-01-31 12:38:42.000000+00:00\"], \"session_ids\": [\"5f9cdb4f-30df-47ea-8430-7d081c1e62e8\", \"c94fa06e-ae75-42fe-b555-be35abfa0ac3\", \"a30010f9-324c-4c08-8d9d-c345405bdc63\", \"0f7c1961-d09f-43c4-855f-8190e995d443\"], \"total_duration\": 667.0, \"total_sessions\": 4, \"mean_week_duration\": 4.941}}, {\"39168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-10 02:14:38.000000+00:00\", \"2019-09-13 16:33:56.000000+00:00\", \"2022-03-19 18:48:15.000000+00:00\", \"2022-01-27 14:05:13.000000+00:00\"], \"session_ids\": [\"ab1238db-e31d-4851-884a-cffeeeeb2a79\", \"43a656bf-5cdd-464e-96ff-e7e94d47588d\", \"a407fb06-8352-4bb4-9935-1974dbdf90e6\", \"d1ec2acf-bddf-4344-8bbd-8750dfa6beb0\"], \"total_duration\": 217.0, \"total_sessions\": 4, \"mean_week_duration\": 1.561}}, {\"19898\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-22 23:57:50.000000+00:00\", \"2022-01-11 00:04:58.000000+00:00\", \"2021-09-13 07:29:42.000000+00:00\", \"2022-04-04 07:29:00.000000+00:00\", \"2020-02-16 11:42:15.000000+00:00\", \"2020-12-03 01:09:48.000000+00:00\"], \"session_ids\": [\"73d6089f-e59f-43a2-adf8-a9149dc2eaac\", \"b4d1d2ae-0adf-4de7-9a96-c081dfa77bf9\", \"acc6db87-3936-4bbc-a23e-e389e1f03027\", \"9b02f1e8-6bb2-4ab2-9513-6d7ef4e117a9\", \"c2145241-1443-4664-9f6e-212fab26375a\", \"6a00f0ed-6469-48e1-b47c-a3aff6119514\"], \"total_duration\": 53.0, \"total_sessions\": 6, \"mean_week_duration\": 0.477}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"86984\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-18 20:08:12.000000+00:00\", \"2021-07-16 13:54:01.000000+00:00\", \"2021-02-25 09:12:00.000000+00:00\", \"2021-09-20 15:31:00.000000+00:00\", \"2022-12-22 14:08:06.000000+00:00\", \"2021-08-02 23:33:06.000000+00:00\", \"2020-09-02 22:12:24.000000+00:00\", \"2023-05-03 16:17:34.000000+00:00\", \"2020-07-03 12:43:26.000000+00:00\", \"2019-07-20 07:18:27.000000+00:00\", \"2020-09-12 05:44:45.000000+00:00\"], \"session_ids\": [\"674ec2bf-94c7-4504-bf3d-1f248ab90a5c\", \"8674b2d8-c3b0-4f83-8e09-44bf0e58d0b9\", \"ef23250a-098f-46df-b669-91425dea6205\", \"d58599c0-e632-455b-b1c9-715c49f8d6b7\", \"7dc8ab4f-a576-4800-b5b7-d6b2d8ec9d3b\", \"01fffae4-a8a6-4ed6-ae03-3304780539f5\", \"17fd3e4d-811b-442e-9f53-904de300a0ed\", \"54f6af85-ba6b-46d4-ad92-3b2e6dc23cd5\", \"81cdfe6f-b4b8-47d8-96b3-f71f334997fb\", \"a4067715-11ae-4b6c-ae7b-63ae28159f2a\", \"410f1750-bde0-4911-8f97-80d32740226c\"], \"total_duration\": 3651.0, \"total_sessions\": 11, \"mean_week_duration\": 18.439}}, {\"60569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-30 10:25:48.000000+00:00\", \"2021-04-22 20:16:34.000000+00:00\", \"2019-04-10 06:41:14.000000+00:00\", \"2019-01-31 12:38:42.000000+00:00\"], \"session_ids\": [\"5f9cdb4f-30df-47ea-8430-7d081c1e62e8\", \"c94fa06e-ae75-42fe-b555-be35abfa0ac3\", \"a30010f9-324c-4c08-8d9d-c345405bdc63\", \"0f7c1961-d09f-43c4-855f-8190e995d443\"], \"total_duration\": 667.0, \"total_sessions\": 4, \"mean_week_duration\": 4.941}}, {\"39168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-10 02:14:38.000000+00:00\", \"2019-09-13 16:33:56.000000+00:00\", \"2022-03-19 18:48:15.000000+00:00\", \"2022-01-27 14:05:13.000000+00:00\"], \"session_ids\": [\"ab1238db-e31d-4851-884a-cffeeeeb2a79\", \"43a656bf-5cdd-464e-96ff-e7e94d47588d\", \"a407fb06-8352-4bb4-9935-1974dbdf90e6\", \"d1ec2acf-bddf-4344-8bbd-8750dfa6beb0\"], \"total_duration\": 217.0, \"total_sessions\": 4, \"mean_week_duration\": 1.561}}]\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[{\"86984\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-18 20:08:12.000000+00:00\", \"2021-07-16 13:54:01.000000+00:00\", \"2021-02-25 09:12:00.000000+00:00\", \"2021-09-20 15:31:00.000000+00:00\", \"2022-12-22 14:08:06.000000+00:00\", \"2021-08-02 23:33:06.000000+00:00\", \"2020-09-02 22:12:24.000000+00:00\", \"2023-05-03 16:17:34.000000+00:00\", \"2020-07-03 12:43:26.000000+00:00\", \"2019-07-20 07:18:27.000000+00:00\", \"2020-09-12 05:44:45.000000+00:00\"], \"session_ids\": [\"674ec2bf-94c7-4504-bf3d-1f248ab90a5c\", \"8674b2d8-c3b0-4f83-8e09-44bf0e58d0b9\", \"ef23250a-098f-46df-b669-91425dea6205\", \"d58599c0-e632-455b-b1c9-715c49f8d6b7\", \"7dc8ab4f-a576-4800-b5b7-d6b2d8ec9d3b\", \"01fffae4-a8a6-4ed6-ae03-3304780539f5\", \"17fd3e4d-811b-442e-9f53-904de300a0ed\", \"54f6af85-ba6b-46d4-ad92-3b2e6dc23cd5\", \"81cdfe6f-b4b8-47d8-96b3-f71f334997fb\", \"a4067715-11ae-4b6c-ae7b-63ae28159f2a\", \"410f1750-bde0-4911-8f97-80d32740226c\"], \"total_duration\": 3651.0, \"total_sessions\": 11, \"mean_week_duration\": 18.439}}, {\"60569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-30 10:25:48.000000+00:00\", \"2021-04-22 20:16:34.000000+00:00\", \"2019-04-10 06:41:14.000000+00:00\", \"2019-01-31 12:38:42.000000+00:00\"], \"session_ids\": [\"5f9cdb4f-30df-47ea-8430-7d081c1e62e8\", \"c94fa06e-ae75-42fe-b555-be35abfa0ac3\", \"a30010f9-324c-4c08-8d9d-c345405bdc63\", \"0f7c1961-d09f-43c4-855f-8190e995d443\"], \"total_duration\": 667.0, \"total_sessions\": 4, \"mean_week_duration\": 4.941}}, {\"39168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-05-10 02:14:38.000000+00:00\", \"2019-09-13 16:33:56.000000+00:00\", \"2022-03-19 18:48:15.000000+00:00\", \"2022-01-27 14:05:13.000000+00:00\"], \"session_ids\": [\"ab1238db-e31d-4851-884a-cffeeeeb2a79\", \"43a656bf-5cdd-464e-96ff-e7e94d47588d\", \"a407fb06-8352-4bb4-9935-1974dbdf90e6\", \"d1ec2acf-bddf-4344-8bbd-8750dfa6beb0\"], \"total_duration\": 217.0, \"total_sessions\": 4, \"mean_week_duration\": 1.561}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 5 users who aren't living in cities Toronto, Manila, Cape Town, Ho Chi Minh City, Moscow, Quito and in addition perform sorting by total sessions 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{\"6002\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-20 16:07:34.000000+00:00\", \"2020-11-30 15:15:33.000000+00:00\", \"2020-05-06 15:58:52.000000+00:00\"], \"session_ids\": [\"728d7131-217c-4eff-892b-9c09cd6f4761\", \"48fef704-034c-4890-89c0-93912720062e\", \"52c17f7d-9aca-4f35-8536-8677c943df0e\"], \"total_duration\": 763.0, \"total_sessions\": 3, \"mean_week_duration\": 6.153}, \"61713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-14 08:13:45.000000+00:00\", \"2023-01-10 08:22:19.000000+00:00\"], \"session_ids\": [\"9c8b498f-1156-4527-8cd3-d9d9b7a1fa46\", \"16830769-6760-4cbb-bed1-eb2b58b69e88\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 1.26}, \"85351\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-11-24 10:15:06.000000+00:00\", \"2020-06-12 18:12:27.000000+00:00\", \"2022-12-11 23:29:17.000000+00:00\"], \"session_ids\": [\"a1ad6a43-821c-4e3c-a5bb-ee243750b484\", \"88f9da09-17e1-4bb9-ac86-0d35d8303e26\", \"a55c2dad-a628-4abd-837b-99ae32534ee7\"], \"total_duration\": 549.0, \"total_sessions\": 3, \"mean_week_duration\": 4.191}, \"93202\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-10-02 22:00:13.000000+00:00\", \"2021-07-22 19:35:29.000000+00:00\", \"2019-05-04 12:48:25.000000+00:00\"], \"session_ids\": [\"de242b4a-2938-4b7b-8a62-a30da53b2194\", \"55207390-1bb4-41df-9fbc-a29bc1bf08b8\", \"7b1950b0-6a67-4a80-b0e4-37452268526a\"], \"total_duration\": 846.0, \"total_sessions\": 3, \"mean_week_duration\": 7.293}, \"94131\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-03-23 13:37:34.000000+00:00\", \"2020-01-02 13:12:23.000000+00:00\", \"2019-02-26 17:59:20.000000+00:00\"], \"session_ids\": [\"77590a98-539d-4431-ba9b-157e1152ebf0\", \"ee9a0dd7-e056-436a-b271-32ba8a128247\", \"5a27a656-818d-4fae-87f5-619b4592597e\"], \"total_duration\": 258.0, \"total_sessions\": 3, \"mean_week_duration\": 1.211}, \"45806\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-12 20:52:48.000000+00:00\", \"2020-03-11 03:44:19.000000+00:00\", \"2021-01-20 05:46:57.000000+00:00\", \"2020-12-25 00:38:54.000000+00:00\"], \"session_ids\": [\"d8c40c77-8177-4a8f-a2d4-8c50da94838e\", \"c02dea2d-90a3-426d-bf83-b1b1e2b1a0b0\", \"2fd6ff2f-22de-4d23-a235-74aaf1ab6012\", \"89b1a834-c891-42d4-bbf2-589732da5ee9\"], \"total_duration\": 40.0, \"total_sessions\": 4, \"mean_week_duration\": 0.889}, \"63758\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-01-02 17:32:08.000000+00:00\", \"2020-09-17 14:05:30.000000+00:00\", \"2021-10-24 14:10:52.000000+00:00\", \"2020-07-31 08:42:36.000000+00:00\", \"2023-06-01 10:02:11.000000+00:00\"], \"session_ids\": [\"53de9399-1b7f-4c04-a011-3a9ace9ab18b\", \"3d4e2149-e4f9-460e-8162-62555fbb19b8\", \"800de5b1-347d-4377-8f7b-b6d61ad1c34b\", \"d519b120-e49f-49d8-a2ab-e1d939b41f11\", \"df009046-8231-464d-b322-ca492e67bd5a\"], \"total_duration\": 348.0, \"total_sessions\": 5, \"mean_week_duration\": 1.955}, \"67644\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-03 09:35:49.000000+00:00\", \"2021-05-08 22:43:49.000000+00:00\", \"2023-05-21 12:31:33.000000+00:00\"], \"session_ids\": [\"a100c8bd-19c3-4fb3-be3b-8fc8b06c9931\", \"73c06898-a2d9-422c-acdf-afdaa44802f7\", \"73378085-648f-4b70-9fda-21ce70c37ee0\"], \"total_duration\": 927.0, \"total_sessions\": 3, \"mean_week_duration\": 8.745}, \"85868\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-04 10:45:58.000000+00:00\", \"2019-11-25 20:58:29.000000+00:00\"], \"session_ids\": [\"e3d4e8b1-4cfe-491a-8686-0f3b1ca46bc5\", \"75aad814-39bd-4a0f-aa0b-52a33ca7d471\"], \"total_duration\": 216.0, \"total_sessions\": 2, \"mean_week_duration\": 1.263}, \"10608\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-12-31 14:57:25.000000+00:00\", \"2021-05-01 02:15:56.000000+00:00\"], \"session_ids\": [\"73bbaf6c-f316-4260-a76c-22289ac0f81f\", \"13dd2538-e183-46ce-abff-9384aa01b19c\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 9.771}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Toronto, Manila, Cape Town, Ho Chi Minh City, Moscow, Quito"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Toronto\", \"Manila\", \"Cape Town\", \"Ho Chi Minh City\", \"Moscow\", \"Quito\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6002\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-09-20 16:07:34.000000+00:00\", \"2020-11-30 15:15:33.000000+00:00\", \"2020-05-06 15:58:52.000000+00:00\"], \"session_ids\": [\"728d7131-217c-4eff-892b-9c09cd6f4761\", \"48fef704-034c-4890-89c0-93912720062e\", \"52c17f7d-9aca-4f35-8536-8677c943df0e\"], \"total_duration\": 763.0, \"total_sessions\": 3, \"mean_week_duration\": 6.153}, \"61713\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-14 08:13:45.000000+00:00\", \"2023-01-10 08:22:19.000000+00:00\"], \"session_ids\": [\"9c8b498f-1156-4527-8cd3-d9d9b7a1fa46\", \"16830769-6760-4cbb-bed1-eb2b58b69e88\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 1.26}, \"85351\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2021-11-24 10:15:06.000000+00:00\", \"2020-06-12 18:12:27.000000+00:00\", \"2022-12-11 23:29:17.000000+00:00\"], \"session_ids\": [\"a1ad6a43-821c-4e3c-a5bb-ee243750b484\", \"88f9da09-17e1-4bb9-ac86-0d35d8303e26\", \"a55c2dad-a628-4abd-837b-99ae32534ee7\"], \"total_duration\": 549.0, \"total_sessions\": 3, \"mean_week_duration\": 4.191}, \"93202\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-10-02 22:00:13.000000+00:00\", \"2021-07-22 19:35:29.000000+00:00\", \"2019-05-04 12:48:25.000000+00:00\"], \"session_ids\": [\"de242b4a-2938-4b7b-8a62-a30da53b2194\", \"55207390-1bb4-41df-9fbc-a29bc1bf08b8\", \"7b1950b0-6a67-4a80-b0e4-37452268526a\"], \"total_duration\": 846.0, \"total_sessions\": 3, \"mean_week_duration\": 7.293}, \"94131\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-03-23 13:37:34.000000+00:00\", \"2020-01-02 13:12:23.000000+00:00\", \"2019-02-26 17:59:20.000000+00:00\"], \"session_ids\": [\"77590a98-539d-4431-ba9b-157e1152ebf0\", \"ee9a0dd7-e056-436a-b271-32ba8a128247\", \"5a27a656-818d-4fae-87f5-619b4592597e\"], \"total_duration\": 258.0, \"total_sessions\": 3, \"mean_week_duration\": 1.211}, \"45806\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-12 20:52:48.000000+00:00\", \"2020-03-11 03:44:19.000000+00:00\", \"2021-01-20 05:46:57.000000+00:00\", \"2020-12-25 00:38:54.000000+00:00\"], \"session_ids\": [\"d8c40c77-8177-4a8f-a2d4-8c50da94838e\", \"c02dea2d-90a3-426d-bf83-b1b1e2b1a0b0\", \"2fd6ff2f-22de-4d23-a235-74aaf1ab6012\", \"89b1a834-c891-42d4-bbf2-589732da5ee9\"], \"total_duration\": 40.0, \"total_sessions\": 4, \"mean_week_duration\": 0.889}, \"63758\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-01-02 17:32:08.000000+00:00\", \"2020-09-17 14:05:30.000000+00:00\", \"2021-10-24 14:10:52.000000+00:00\", \"2020-07-31 08:42:36.000000+00:00\", \"2023-06-01 10:02:11.000000+00:00\"], \"session_ids\": [\"53de9399-1b7f-4c04-a011-3a9ace9ab18b\", \"3d4e2149-e4f9-460e-8162-62555fbb19b8\", \"800de5b1-347d-4377-8f7b-b6d61ad1c34b\", \"d519b120-e49f-49d8-a2ab-e1d939b41f11\", \"df009046-8231-464d-b322-ca492e67bd5a\"], \"total_duration\": 348.0, \"total_sessions\": 5, \"mean_week_duration\": 1.955}, \"67644\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-03 09:35:49.000000+00:00\", \"2021-05-08 22:43:49.000000+00:00\", \"2023-05-21 12:31:33.000000+00:00\"], \"session_ids\": [\"a100c8bd-19c3-4fb3-be3b-8fc8b06c9931\", \"73c06898-a2d9-422c-acdf-afdaa44802f7\", \"73378085-648f-4b70-9fda-21ce70c37ee0\"], \"total_duration\": 927.0, \"total_sessions\": 3, \"mean_week_duration\": 8.745}, \"85868\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-04 10:45:58.000000+00:00\", \"2019-11-25 20:58:29.000000+00:00\"], \"session_ids\": [\"e3d4e8b1-4cfe-491a-8686-0f3b1ca46bc5\", \"75aad814-39bd-4a0f-aa0b-52a33ca7d471\"], \"total_duration\": 216.0, \"total_sessions\": 2, \"mean_week_duration\": 1.263}}\n```\n"
}
] |
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