conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"79696\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-09 23:02:36.000000+00:00\", \"2022-12-07 06:57:10.000000+00:00\", \"2023-04-27 11:03:46.000000+00:00\", \"2020-09-30 18:36:37.000000+00:00\", \"2020-11-26 05:30:19.000000+00:00\", \"2022-03-14 21:30:55.000000+00:00\", \"2021-01-20 20:12:22.000000+00:00\", \"2021-02-11 13:18:58.000000+00:00\", \"2022-01-16 09:03:20.000000+00:00\", \"2020-07-03 18:18:28.000000+00:00\", \"2022-03-27 00:26:32.000000+00:00\"], \"session_ids\": [\"e8207914-36f6-4ec8-b370-883af1c45291\", \"479727c6-4f60-456e-93ce-a62a1e77bc28\", \"807d31c1-e4a9-4ef6-a571-d9936b5addc1\", \"78d63961-bb53-4daf-9c58-5bc914b69b84\", \"f49b5556-732a-4c57-bcba-0222b31d6999\", \"d51d88ec-7276-42ae-9a50-6890acb17cc1\", \"54255736-2f23-4976-bc46-02c0b74d7199\", \"922a829d-63b7-451c-b0d4-a57066fd7b76\", \"11e408da-2aee-4fa9-950a-b69b64acf86c\", \"76158c08-15bd-4970-80c7-cee8b201e964\", \"e3e6d645-8952-4bb5-b950-a8664928bfac\"], \"total_duration\": 56371.0, \"total_sessions\": 11, \"mean_week_duration\": 256.232}}, {\"90981\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-05-27 08:20:59.000000+00:00\", \"2019-08-26 11:14:08.000000+00:00\", \"2022-10-16 23:55:06.000000+00:00\", \"2019-11-22 07:54:23.000000+00:00\", \"2021-10-08 21:51:23.000000+00:00\", \"2022-06-06 07:22:09.000000+00:00\", \"2021-12-21 08:17:14.000000+00:00\", \"2022-04-29 20:49:53.000000+00:00\"], \"session_ids\": [\"7e291d8c-cae3-42e3-94b1-f176f47a64bc\", \"9cd8bc78-a7db-439e-980c-db9c852118d9\", \"64803036-e5fc-44eb-b294-ff512136c905\", \"4948e535-7d24-4d36-9a69-66e0404ff138\", \"19cc575d-97f3-4147-9a52-750961f4f78b\", \"68e9825c-4ccd-434d-b83c-80ca520efa19\", \"7b0859e6-9fb9-4dcf-b1ce-c8b116cf3d75\", \"b15573b6-9ee5-438f-96be-c363b9773902\"], \"total_duration\": 10140.0, \"total_sessions\": 8, \"mean_week_duration\": 61.829}}, {\"75706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-16 03:44:31.000000+00:00\", \"2021-08-14 11:09:13.000000+00:00\", \"2019-05-30 05:06:12.000000+00:00\", \"2021-02-08 21:11:55.000000+00:00\", \"2021-10-19 19:56:57.000000+00:00\"], \"session_ids\": [\"f191ab03-fa40-4705-b578-b7762e5d3c67\", \"e2f46f3d-4640-41cc-887d-3048995fdd4f\", \"bcc3473b-51bf-4c7a-84ed-8ff0a0c6886e\", \"3c8bb620-aab1-4dd3-927a-54f3d769e707\", \"1c2d52fd-1830-4072-85b6-e38f9c4d18b2\"], \"total_duration\": 75.0, \"total_sessions\": 5, \"mean_week_duration\": 0.551}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"79696\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-09 23:02:36.000000+00:00\", \"2022-12-07 06:57:10.000000+00:00\", \"2023-04-27 11:03:46.000000+00:00\", \"2020-09-30 18:36:37.000000+00:00\", \"2020-11-26 05:30:19.000000+00:00\", \"2022-03-14 21:30:55.000000+00:00\", \"2021-01-20 20:12:22.000000+00:00\", \"2021-02-11 13:18:58.000000+00:00\", \"2022-01-16 09:03:20.000000+00:00\", \"2020-07-03 18:18:28.000000+00:00\", \"2022-03-27 00:26:32.000000+00:00\"], \"session_ids\": [\"e8207914-36f6-4ec8-b370-883af1c45291\", \"479727c6-4f60-456e-93ce-a62a1e77bc28\", \"807d31c1-e4a9-4ef6-a571-d9936b5addc1\", \"78d63961-bb53-4daf-9c58-5bc914b69b84\", \"f49b5556-732a-4c57-bcba-0222b31d6999\", \"d51d88ec-7276-42ae-9a50-6890acb17cc1\", \"54255736-2f23-4976-bc46-02c0b74d7199\", \"922a829d-63b7-451c-b0d4-a57066fd7b76\", \"11e408da-2aee-4fa9-950a-b69b64acf86c\", \"76158c08-15bd-4970-80c7-cee8b201e964\", \"e3e6d645-8952-4bb5-b950-a8664928bfac\"], \"total_duration\": 56371.0, \"total_sessions\": 11, \"mean_week_duration\": 256.232}}, {\"90981\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-05-27 08:20:59.000000+00:00\", \"2019-08-26 11:14:08.000000+00:00\", \"2022-10-16 23:55:06.000000+00:00\", \"2019-11-22 07:54:23.000000+00:00\", \"2021-10-08 21:51:23.000000+00:00\", \"2022-06-06 07:22:09.000000+00:00\", \"2021-12-21 08:17:14.000000+00:00\", \"2022-04-29 20:49:53.000000+00:00\"], \"session_ids\": [\"7e291d8c-cae3-42e3-94b1-f176f47a64bc\", \"9cd8bc78-a7db-439e-980c-db9c852118d9\", \"64803036-e5fc-44eb-b294-ff512136c905\", \"4948e535-7d24-4d36-9a69-66e0404ff138\", \"19cc575d-97f3-4147-9a52-750961f4f78b\", \"68e9825c-4ccd-434d-b83c-80ca520efa19\", \"7b0859e6-9fb9-4dcf-b1ce-c8b116cf3d75\", \"b15573b6-9ee5-438f-96be-c363b9773902\"], \"total_duration\": 10140.0, \"total_sessions\": 8, \"mean_week_duration\": 61.829}}, {\"75706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-16 03:44:31.000000+00:00\", \"2021-08-14 11:09:13.000000+00:00\", \"2019-05-30 05:06:12.000000+00:00\", \"2021-02-08 21:11:55.000000+00:00\", \"2021-10-19 19:56:57.000000+00:00\"], \"session_ids\": [\"f191ab03-fa40-4705-b578-b7762e5d3c67\", \"e2f46f3d-4640-41cc-887d-3048995fdd4f\", \"bcc3473b-51bf-4c7a-84ed-8ff0a0c6886e\", \"3c8bb620-aab1-4dd3-927a-54f3d769e707\", \"1c2d52fd-1830-4072-85b6-e38f9c4d18b2\"], \"total_duration\": 75.0, \"total_sessions\": 5, \"mean_week_duration\": 0.551}}]\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[{\"79696\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-09 23:02:36.000000+00:00\", \"2022-12-07 06:57:10.000000+00:00\", \"2023-04-27 11:03:46.000000+00:00\", \"2020-09-30 18:36:37.000000+00:00\", \"2020-11-26 05:30:19.000000+00:00\", \"2022-03-14 21:30:55.000000+00:00\", \"2021-01-20 20:12:22.000000+00:00\", \"2021-02-11 13:18:58.000000+00:00\", \"2022-01-16 09:03:20.000000+00:00\", \"2020-07-03 18:18:28.000000+00:00\", \"2022-03-27 00:26:32.000000+00:00\"], \"session_ids\": [\"e8207914-36f6-4ec8-b370-883af1c45291\", \"479727c6-4f60-456e-93ce-a62a1e77bc28\", \"807d31c1-e4a9-4ef6-a571-d9936b5addc1\", \"78d63961-bb53-4daf-9c58-5bc914b69b84\", \"f49b5556-732a-4c57-bcba-0222b31d6999\", \"d51d88ec-7276-42ae-9a50-6890acb17cc1\", \"54255736-2f23-4976-bc46-02c0b74d7199\", \"922a829d-63b7-451c-b0d4-a57066fd7b76\", \"11e408da-2aee-4fa9-950a-b69b64acf86c\", \"76158c08-15bd-4970-80c7-cee8b201e964\", \"e3e6d645-8952-4bb5-b950-a8664928bfac\"], \"total_duration\": 56371.0, \"total_sessions\": 11, \"mean_week_duration\": 256.232}}, {\"90981\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-05-27 08:20:59.000000+00:00\", \"2019-08-26 11:14:08.000000+00:00\", \"2022-10-16 23:55:06.000000+00:00\", \"2019-11-22 07:54:23.000000+00:00\", \"2021-10-08 21:51:23.000000+00:00\", \"2022-06-06 07:22:09.000000+00:00\", \"2021-12-21 08:17:14.000000+00:00\", \"2022-04-29 20:49:53.000000+00:00\"], \"session_ids\": [\"7e291d8c-cae3-42e3-94b1-f176f47a64bc\", \"9cd8bc78-a7db-439e-980c-db9c852118d9\", \"64803036-e5fc-44eb-b294-ff512136c905\", \"4948e535-7d24-4d36-9a69-66e0404ff138\", \"19cc575d-97f3-4147-9a52-750961f4f78b\", \"68e9825c-4ccd-434d-b83c-80ca520efa19\", \"7b0859e6-9fb9-4dcf-b1ce-c8b116cf3d75\", \"b15573b6-9ee5-438f-96be-c363b9773902\"], \"total_duration\": 10140.0, \"total_sessions\": 8, \"mean_week_duration\": 61.829}}, {\"75706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-16 03:44:31.000000+00:00\", \"2021-08-14 11:09:13.000000+00:00\", \"2019-05-30 05:06:12.000000+00:00\", \"2021-02-08 21:11:55.000000+00:00\", \"2021-10-19 19:56:57.000000+00:00\"], \"session_ids\": [\"f191ab03-fa40-4705-b578-b7762e5d3c67\", \"e2f46f3d-4640-41cc-887d-3048995fdd4f\", \"bcc3473b-51bf-4c7a-84ed-8ff0a0c6886e\", \"3c8bb620-aab1-4dd3-927a-54f3d769e707\", \"1c2d52fd-1830-4072-85b6-e38f9c4d18b2\"], \"total_duration\": 75.0, \"total_sessions\": 5, \"mean_week_duration\": 0.551}}]\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 users who aren't currently living in city San Salvador also apply sorting by overall total sessions form the lowest to the highest also keep only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"86705\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-05-23 15:04:23.000000+00:00\", \"2020-01-28 04:28:03.000000+00:00\", \"2022-01-23 07:48:15.000000+00:00\", \"2022-03-27 07:55:17.000000+00:00\"], \"session_ids\": [\"2cb6c1ec-ec22-40d6-8021-8397b63ec4ee\", \"bba75081-8a96-4af0-ab53-0993b99cb155\", \"2a383e89-38ec-4260-a4f0-40368005b7f4\", \"9d8f50a9-d940-4c6c-8d3d-bb420605afda\"], \"total_duration\": 198.0, \"total_sessions\": 4, \"mean_week_duration\": 1.329}, \"28564\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-07 21:22:24.000000+00:00\", \"2019-11-20 20:35:05.000000+00:00\"], \"session_ids\": [\"9be41c82-dd67-4a32-8a36-7a2a1d960368\", \"5cf476f4-71f0-4e2b-a2ee-7f0ba061d3a2\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 7.297}, \"53540\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-20 09:49:01.000000+00:00\", \"2020-10-29 14:14:19.000000+00:00\"], \"session_ids\": [\"3f44a2f6-41a0-47a3-956b-1fc84b8573ff\", \"86471957-a29b-464e-8850-13a9f1a1d8bc\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 1.54}, \"33234\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-05 00:32:40.000000+00:00\", \"2021-04-26 12:55:15.000000+00:00\", \"2022-02-01 17:14:08.000000+00:00\", \"2020-02-27 05:56:42.000000+00:00\", \"2023-03-27 15:58:28.000000+00:00\", \"2021-10-02 23:24:13.000000+00:00\"], \"session_ids\": [\"d5f19153-4ca9-457a-8140-966ca7103922\", \"1251a609-3ffb-41b8-8df1-e74487cdfbc2\", \"9ffdd9b3-c1fb-4e22-ad20-b28208ba8c29\", \"f41d9c53-43c9-4234-aa6b-9fcd13f7d585\", \"4884fa84-028b-41e4-9a28-4368864ff623\", \"e5315f23-138f-4749-b5c8-7d6d420b5e01\"], \"total_duration\": 223.0, \"total_sessions\": 6, \"mean_week_duration\": 1.385}, \"99175\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-28 07:44:19.000000+00:00\", \"2019-07-09 03:17:12.000000+00:00\", \"2022-11-06 21:51:08.000000+00:00\", \"2021-10-07 06:30:16.000000+00:00\"], \"session_ids\": [\"31733aee-6230-4963-aaf4-c6df45dba812\", \"83961007-eff7-47f8-8592-35b3ab154aed\", \"8cc47400-9eb2-4881-b1de-e647295069aa\", \"2dad7758-8183-4bb6-9a4d-8496abacd172\"], \"total_duration\": 430.0, \"total_sessions\": 4, \"mean_week_duration\": 2.363}, \"26257\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-02-09 11:13:47.000000+00:00\", \"2022-07-03 03:16:59.000000+00:00\", \"2022-04-09 02:17:16.000000+00:00\", \"2019-10-26 19:24:35.000000+00:00\"], \"session_ids\": [\"d3ec9dce-ccbd-43a3-b40f-02960cc36f34\", \"4015ec1a-b90e-44d2-b8e4-8b846ee828e4\", \"23c089c6-be2f-4264-b4a1-b70425042326\", \"afdbbd14-d394-49d8-b036-861af3cb74bb\"], \"total_duration\": 1184.0, \"total_sessions\": 4, \"mean_week_duration\": 8.457}, \"75386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-04-22 17:39:16.000000+00:00\", \"2022-01-29 07:15:36.000000+00:00\"], \"session_ids\": [\"427af033-6f83-4aaf-a8df-04cb74dc734f\", \"c1c5de77-9d34-44c0-b862-f41396186a57\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 2.172}, \"7514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-09 20:01:39.000000+00:00\", \"2022-11-18 01:31:44.000000+00:00\", \"2021-10-22 07:20:32.000000+00:00\"], \"session_ids\": [\"718f1349-57e7-45ed-bd21-879841dc1228\", \"fbdc63f6-cc2d-4ac3-8665-13037e6a10e9\", \"3d998ecb-c441-4aff-8dad-13be68915fc8\"], \"total_duration\": 140.0, \"total_sessions\": 3, \"mean_week_duration\": 2.5}, \"42049\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-26 17:35:59.000000+00:00\", \"2020-01-15 04:46:27.000000+00:00\", \"2020-04-16 23:27:52.000000+00:00\", \"2019-09-24 13:24:36.000000+00:00\", \"2019-12-08 14:54:43.000000+00:00\"], \"session_ids\": [\"17a9582f-3f9f-4cb6-8c30-d1184489dd81\", \"01571ceb-e177-4947-9a6c-294d0d57cd25\", \"95cf0d1f-8d41-4b81-ad61-fb64f3757836\", \"68e7354b-018a-42fc-8a85-be3feb69fa22\", \"7153ce91-db8c-44ec-ab64-c6b44761a089\"], \"total_duration\": 211.0, \"total_sessions\": 5, \"mean_week_duration\": 1.179}, \"43999\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-06 18:08:29.000000+00:00\", \"2021-08-22 22:05:29.000000+00:00\", \"2023-04-28 18:15:26.000000+00:00\"], \"session_ids\": [\"73026a61-e44f-484a-8341-369bd27dd739\", \"fcd38014-4249-436c-ab05-655b5a20edb6\", \"ab5d98b7-3ed6-428b-b821-cd4340589671\"], \"total_duration\": 59.0, \"total_sessions\": 3, \"mean_week_duration\": 0.341}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not San Salvador"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"San Salvador\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"86705\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-05-23 15:04:23.000000+00:00\", \"2020-01-28 04:28:03.000000+00:00\", \"2022-01-23 07:48:15.000000+00:00\", \"2022-03-27 07:55:17.000000+00:00\"], \"session_ids\": [\"2cb6c1ec-ec22-40d6-8021-8397b63ec4ee\", \"bba75081-8a96-4af0-ab53-0993b99cb155\", \"2a383e89-38ec-4260-a4f0-40368005b7f4\", \"9d8f50a9-d940-4c6c-8d3d-bb420605afda\"], \"total_duration\": 198.0, \"total_sessions\": 4, \"mean_week_duration\": 1.329}, \"28564\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-07 21:22:24.000000+00:00\", \"2019-11-20 20:35:05.000000+00:00\"], \"session_ids\": [\"9be41c82-dd67-4a32-8a36-7a2a1d960368\", \"5cf476f4-71f0-4e2b-a2ee-7f0ba061d3a2\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 7.297}, \"53540\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-20 09:49:01.000000+00:00\", \"2020-10-29 14:14:19.000000+00:00\"], \"session_ids\": [\"3f44a2f6-41a0-47a3-956b-1fc84b8573ff\", \"86471957-a29b-464e-8850-13a9f1a1d8bc\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 1.54}, \"33234\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-05 00:32:40.000000+00:00\", \"2021-04-26 12:55:15.000000+00:00\", \"2022-02-01 17:14:08.000000+00:00\", \"2020-02-27 05:56:42.000000+00:00\", \"2023-03-27 15:58:28.000000+00:00\", \"2021-10-02 23:24:13.000000+00:00\"], \"session_ids\": [\"d5f19153-4ca9-457a-8140-966ca7103922\", \"1251a609-3ffb-41b8-8df1-e74487cdfbc2\", \"9ffdd9b3-c1fb-4e22-ad20-b28208ba8c29\", \"f41d9c53-43c9-4234-aa6b-9fcd13f7d585\", \"4884fa84-028b-41e4-9a28-4368864ff623\", \"e5315f23-138f-4749-b5c8-7d6d420b5e01\"], \"total_duration\": 223.0, \"total_sessions\": 6, \"mean_week_duration\": 1.385}, \"99175\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-28 07:44:19.000000+00:00\", \"2019-07-09 03:17:12.000000+00:00\", \"2022-11-06 21:51:08.000000+00:00\", \"2021-10-07 06:30:16.000000+00:00\"], \"session_ids\": [\"31733aee-6230-4963-aaf4-c6df45dba812\", \"83961007-eff7-47f8-8592-35b3ab154aed\", \"8cc47400-9eb2-4881-b1de-e647295069aa\", \"2dad7758-8183-4bb6-9a4d-8496abacd172\"], \"total_duration\": 430.0, \"total_sessions\": 4, \"mean_week_duration\": 2.363}, \"26257\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-02-09 11:13:47.000000+00:00\", \"2022-07-03 03:16:59.000000+00:00\", \"2022-04-09 02:17:16.000000+00:00\", \"2019-10-26 19:24:35.000000+00:00\"], \"session_ids\": [\"d3ec9dce-ccbd-43a3-b40f-02960cc36f34\", \"4015ec1a-b90e-44d2-b8e4-8b846ee828e4\", \"23c089c6-be2f-4264-b4a1-b70425042326\", \"afdbbd14-d394-49d8-b036-861af3cb74bb\"], \"total_duration\": 1184.0, \"total_sessions\": 4, \"mean_week_duration\": 8.457}, \"75386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-04-22 17:39:16.000000+00:00\", \"2022-01-29 07:15:36.000000+00:00\"], \"session_ids\": [\"427af033-6f83-4aaf-a8df-04cb74dc734f\", \"c1c5de77-9d34-44c0-b862-f41396186a57\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 2.172}, \"7514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-09 20:01:39.000000+00:00\", \"2022-11-18 01:31:44.000000+00:00\", \"2021-10-22 07:20:32.000000+00:00\"], \"session_ids\": [\"718f1349-57e7-45ed-bd21-879841dc1228\", \"fbdc63f6-cc2d-4ac3-8665-13037e6a10e9\", \"3d998ecb-c441-4aff-8dad-13be68915fc8\"], \"total_duration\": 140.0, \"total_sessions\": 3, \"mean_week_duration\": 2.5}, \"42049\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-26 17:35:59.000000+00:00\", \"2020-01-15 04:46:27.000000+00:00\", \"2020-04-16 23:27:52.000000+00:00\", \"2019-09-24 13:24:36.000000+00:00\", \"2019-12-08 14:54:43.000000+00:00\"], \"session_ids\": [\"17a9582f-3f9f-4cb6-8c30-d1184489dd81\", \"01571ceb-e177-4947-9a6c-294d0d57cd25\", \"95cf0d1f-8d41-4b81-ad61-fb64f3757836\", \"68e7354b-018a-42fc-8a85-be3feb69fa22\", \"7153ce91-db8c-44ec-ab64-c6b44761a089\"], \"total_duration\": 211.0, \"total_sessions\": 5, \"mean_week_duration\": 1.179}, \"43999\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-06 18:08:29.000000+00:00\", \"2021-08-22 22:05:29.000000+00:00\", \"2023-04-28 18:15:26.000000+00:00\"], \"session_ids\": [\"73026a61-e44f-484a-8341-369bd27dd739\", \"fcd38014-4249-436c-ab05-655b5a20edb6\", \"ab5d98b7-3ed6-428b-b821-cd4340589671\"], \"total_duration\": 59.0, \"total_sessions\": 3, \"mean_week_duration\": 0.341}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"28564\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-07 21:22:24.000000+00:00\", \"2019-11-20 20:35:05.000000+00:00\"], \"session_ids\": [\"9be41c82-dd67-4a32-8a36-7a2a1d960368\", \"5cf476f4-71f0-4e2b-a2ee-7f0ba061d3a2\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 7.297}}, {\"53540\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-20 09:49:01.000000+00:00\", \"2020-10-29 14:14:19.000000+00:00\"], \"session_ids\": [\"3f44a2f6-41a0-47a3-956b-1fc84b8573ff\", \"86471957-a29b-464e-8850-13a9f1a1d8bc\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 1.54}}, {\"75386\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-04-22 17:39:16.000000+00:00\", \"2022-01-29 07:15:36.000000+00:00\"], \"session_ids\": [\"427af033-6f83-4aaf-a8df-04cb74dc734f\", \"c1c5de77-9d34-44c0-b862-f41396186a57\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 2.172}}, {\"7514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 8, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-09 20:01:39.000000+00:00\", \"2022-11-18 01:31:44.000000+00:00\", \"2021-10-22 07:20:32.000000+00:00\"], \"session_ids\": [\"718f1349-57e7-45ed-bd21-879841dc1228\", \"fbdc63f6-cc2d-4ac3-8665-13037e6a10e9\", \"3d998ecb-c441-4aff-8dad-13be68915fc8\"], \"total_duration\": 140.0, \"total_sessions\": 3, \"mean_week_duration\": 2.5}}, {\"43999\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-06 18:08:29.000000+00:00\", \"2021-08-22 22:05:29.000000+00:00\", \"2023-04-28 18:15:26.000000+00:00\"], \"session_ids\": [\"73026a61-e44f-484a-8341-369bd27dd739\", \"fcd38014-4249-436c-ab05-655b5a20edb6\", \"ab5d98b7-3ed6-428b-b821-cd4340589671\"], \"total_duration\": 59.0, \"total_sessions\": 3, \"mean_week_duration\": 0.341}}, {\"86705\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-05-23 15:04:23.000000+00:00\", \"2020-01-28 04:28:03.000000+00:00\", \"2022-01-23 07:48:15.000000+00:00\", \"2022-03-27 07:55:17.000000+00:00\"], \"session_ids\": [\"2cb6c1ec-ec22-40d6-8021-8397b63ec4ee\", \"bba75081-8a96-4af0-ab53-0993b99cb155\", \"2a383e89-38ec-4260-a4f0-40368005b7f4\", \"9d8f50a9-d940-4c6c-8d3d-bb420605afda\"], \"total_duration\": 198.0, \"total_sessions\": 4, \"mean_week_duration\": 1.329}}, {\"99175\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-12-28 07:44:19.000000+00:00\", \"2019-07-09 03:17:12.000000+00:00\", \"2022-11-06 21:51:08.000000+00:00\", \"2021-10-07 06:30:16.000000+00:00\"], \"session_ids\": [\"31733aee-6230-4963-aaf4-c6df45dba812\", \"83961007-eff7-47f8-8592-35b3ab154aed\", \"8cc47400-9eb2-4881-b1de-e647295069aa\", \"2dad7758-8183-4bb6-9a4d-8496abacd172\"], \"total_duration\": 430.0, \"total_sessions\": 4, \"mean_week_duration\": 2.363}}, {\"26257\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-02-09 11:13:47.000000+00:00\", \"2022-07-03 03:16:59.000000+00:00\", \"2022-04-09 02:17:16.000000+00:00\", \"2019-10-26 19:24:35.000000+00:00\"], \"session_ids\": [\"d3ec9dce-ccbd-43a3-b40f-02960cc36f34\", \"4015ec1a-b90e-44d2-b8e4-8b846ee828e4\", \"23c089c6-be2f-4264-b4a1-b70425042326\", \"afdbbd14-d394-49d8-b036-861af3cb74bb\"], \"total_duration\": 1184.0, \"total_sessions\": 4, \"mean_week_duration\": 8.457}}, {\"42049\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-26 17:35:59.000000+00:00\", \"2020-01-15 04:46:27.000000+00:00\", \"2020-04-16 23:27:52.000000+00:00\", \"2019-09-24 13:24:36.000000+00:00\", \"2019-12-08 14:54:43.000000+00:00\"], \"session_ids\": [\"17a9582f-3f9f-4cb6-8c30-d1184489dd81\", \"01571ceb-e177-4947-9a6c-294d0d57cd25\", \"95cf0d1f-8d41-4b81-ad61-fb64f3757836\", \"68e7354b-018a-42fc-8a85-be3feb69fa22\", \"7153ce91-db8c-44ec-ab64-c6b44761a089\"], \"total_duration\": 211.0, \"total_sessions\": 5, \"mean_week_duration\": 1.179}}, {\"33234\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-05 00:32:40.000000+00:00\", \"2021-04-26 12:55:15.000000+00:00\", \"2022-02-01 17:14:08.000000+00:00\", \"2020-02-27 05:56:42.000000+00:00\", \"2023-03-27 15:58:28.000000+00:00\", \"2021-10-02 23:24:13.000000+00:00\"], \"session_ids\": [\"d5f19153-4ca9-457a-8140-966ca7103922\", \"1251a609-3ffb-41b8-8df1-e74487cdfbc2\", \"9ffdd9b3-c1fb-4e22-ad20-b28208ba8c29\", \"f41d9c53-43c9-4234-aa6b-9fcd13f7d585\", \"4884fa84-028b-41e4-9a28-4368864ff623\", \"e5315f23-138f-4749-b5c8-7d6d420b5e01\"], \"total_duration\": 223.0, \"total_sessions\": 6, \"mean_week_duration\": 1.385}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"28564\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-07 21:22:24.000000+00:00\", \"2019-11-20 20:35:05.000000+00:00\"], \"session_ids\": [\"9be41c82-dd67-4a32-8a36-7a2a1d960368\", \"5cf476f4-71f0-4e2b-a2ee-7f0ba061d3a2\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 7.297}}, {\"53540\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-20 09:49:01.000000+00:00\", \"2020-10-29 14:14:19.000000+00:00\"], \"session_ids\": [\"3f44a2f6-41a0-47a3-956b-1fc84b8573ff\", \"86471957-a29b-464e-8850-13a9f1a1d8bc\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 1.54}}]\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[{\"28564\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-02-07 21:22:24.000000+00:00\", \"2019-11-20 20:35:05.000000+00:00\"], \"session_ids\": [\"9be41c82-dd67-4a32-8a36-7a2a1d960368\", \"5cf476f4-71f0-4e2b-a2ee-7f0ba061d3a2\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 7.297}}, {\"53540\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-20 09:49:01.000000+00:00\", \"2020-10-29 14:14:19.000000+00:00\"], \"session_ids\": [\"3f44a2f6-41a0-47a3-956b-1fc84b8573ff\", \"86471957-a29b-464e-8850-13a9f1a1d8bc\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 1.54}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display 6 users pieces of information who have aver of time using the app per week strictly bigger than 41 and strictly smaller than 0 , moreover sort by sessions count form the highest value to the lowest value also remain only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6127\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2022-12-08 17:56:14.000000+00:00\", \"2019-11-09 22:32:12.000000+00:00\"], \"session_ids\": [\"ba5a014d-0248-4f09-9a5c-579d6c800426\", \"bb9b54a5-0d27-4e4f-a346-bea01485749c\"], \"total_duration\": 390.0, \"total_sessions\": 2, \"mean_week_duration\": 2.422}, \"81118\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-05 10:25:21.000000+00:00\", \"2022-02-23 14:43:36.000000+00:00\", \"2021-10-04 13:20:34.000000+00:00\", \"2019-06-22 02:25:33.000000+00:00\"], \"session_ids\": [\"230908a1-cf02-4484-abc2-da9f94798cb8\", \"05d53698-bc57-4cd0-8d6a-09ddd2361f90\", \"9b919b69-3cd2-4335-af28-f73c9b010722\", \"6dc9f8b8-ecdd-4ac0-893a-36d0b7283f73\"], \"total_duration\": 613.0, \"total_sessions\": 4, \"mean_week_duration\": 3.314}, \"73602\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-09 21:33:27.000000+00:00\", \"2023-01-14 10:46:01.000000+00:00\", \"2021-03-10 16:42:44.000000+00:00\"], \"session_ids\": [\"7b2373c4-15b3-457e-b2fe-71da25c31430\", \"b4525447-c69c-4cde-93e8-b3b75453b7e4\", \"f719eff7-851d-421b-beda-ac085b726383\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.361}, \"4718\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-12-15 12:10:03.000000+00:00\", \"2019-03-06 06:21:53.000000+00:00\"], \"session_ids\": [\"87c87363-8933-4692-b2b6-aeecbb56d196\", \"3fa59775-0f19-4753-ba46-1afc99725024\"], \"total_duration\": 448.0, \"total_sessions\": 2, \"mean_week_duration\": 10.927}, \"58391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-14 20:30:48.000000+00:00\", \"2019-11-22 12:31:04.000000+00:00\", \"2020-10-09 00:23:07.000000+00:00\", \"2022-03-05 06:53:50.000000+00:00\"], \"session_ids\": [\"8e833593-7c1e-415d-b303-db59a7fdbd26\", \"54f52228-54bd-4228-a484-d5af14e8e9c9\", \"d3a25d0c-a6a2-4022-92a1-515257456adf\", \"99c06de1-ff15-48ab-9fdf-c78942c5129e\"], \"total_duration\": 72.0, \"total_sessions\": 4, \"mean_week_duration\": 0.605}, \"8404\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-10-19 11:19:16.000000+00:00\", \"2021-09-07 20:07:37.000000+00:00\"], \"session_ids\": [\"30f8af94-0ff6-467e-89f5-3082b4355756\", \"4b782110-34cc-4633-bf40-3506f72658c9\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 10.833}, \"49084\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2023-02-09 18:27:56.000000+00:00\", \"2020-06-09 13:37:35.000000+00:00\", \"2022-06-07 09:59:16.000000+00:00\"], \"session_ids\": [\"df57add5-fae7-40f5-a45c-1bfa71331432\", \"6056f2ee-550d-4848-b7fe-c672d0d81ec8\", \"20a22311-577e-4bee-a37f-0ad7aa327091\"], \"total_duration\": 121.0, \"total_sessions\": 3, \"mean_week_duration\": 0.864}, \"7611\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-30 06:24:17.000000+00:00\", \"2019-05-31 15:47:22.000000+00:00\"], \"session_ids\": [\"db7260e4-ccaf-4b06-aa77-fefa1c893e5d\", \"34762e12-0427-43a9-a0dc-17c8f1a169ad\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 12.769}, \"51035\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-10-02 18:48:12.000000+00:00\", \"2023-06-12 01:35:46.000000+00:00\", \"2020-12-24 10:42:09.000000+00:00\"], \"session_ids\": [\"4f92de7a-40d1-4f81-956f-38a7ff9b0b18\", \"071afa89-db6b-4926-8790-2539717148d5\", \"07d717be-9275-4fbb-baa4-1450f6594387\"], \"total_duration\": 727.0, \"total_sessions\": 3, \"mean_week_duration\": 3.767}, \"62900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-08-06 02:22:51.000000+00:00\", \"2019-02-25 20:30:53.000000+00:00\", \"2022-07-04 16:46:17.000000+00:00\"], \"session_ids\": [\"2e6103fa-d08c-4b78-810b-9895895e7c8f\", \"c6e019dd-ecaf-44ef-b311-c7eff8abfa3a\", \"200e68d1-a593-46ab-abdd-e71d4057b96f\"], \"total_duration\": 201.0, \"total_sessions\": 3, \"mean_week_duration\": 1.149}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 0 and are greater than 41"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[0, 41]]}}}\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": "Please offer data on users with a app usage time per week that is above 47 and below 20, exclusive 47 and carry out sorting by quantity of sessions form the lowest to the highest additionaly save only 4 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{\"3815\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-04-11 12:14:54.000000+00:00\", \"2019-07-20 06:55:21.000000+00:00\", \"2019-04-22 22:28:29.000000+00:00\", \"2022-12-13 11:02:09.000000+00:00\", \"2022-08-10 12:45:38.000000+00:00\"], \"session_ids\": [\"c2effdb3-8de5-4be0-b07d-2c2dfdb19ea5\", \"ad3be0e5-14a2-4b6c-a9bb-a82b21d99a45\", \"b896c120-f9d3-4b98-9835-e7849c923310\", \"4f63eb43-0cd2-4490-9a0d-b58551c4208c\", \"6d62f46d-62aa-4d3e-ac1b-771a87eacd8f\"], \"total_duration\": 2696.0, \"total_sessions\": 5, \"mean_week_duration\": 14.189}, \"74555\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-05-12 09:26:36.000000+00:00\", \"2021-09-20 23:58:50.000000+00:00\"], \"session_ids\": [\"ef7ab1b9-36f7-4419-8cce-7241d2e5cd70\", \"95bceec5-9fb9-4d2b-b5a2-bc5791c0d69b\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.559}, \"88735\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-08 01:35:26.000000+00:00\", \"2023-01-25 01:30:51.000000+00:00\"], \"session_ids\": [\"7b63f601-e3b3-444a-acf2-b4af54342c32\", \"b5ac4e42-60cc-4825-ba0b-04c944056852\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 1.651}, \"36485\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-02-10 15:42:19.000000+00:00\", \"2019-02-05 10:52:17.000000+00:00\"], \"session_ids\": [\"b591da49-807c-4037-84a2-374daa06484e\", \"770f88bb-0885-425f-9466-bb3f6cbb639f\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 1.575}, \"71013\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-04-11 21:36:18.000000+00:00\", \"2020-11-28 03:50:50.000000+00:00\", \"2021-09-23 16:22:50.000000+00:00\", \"2020-10-08 13:20:37.000000+00:00\", \"2022-04-14 05:53:28.000000+00:00\"], \"session_ids\": [\"b178864e-cf3e-43d2-bc57-cd222a64fea3\", \"d3a1368f-4c37-478e-ae28-a88566cbfac2\", \"27fb0e49-17b9-4aa8-bb31-7f43c13205b2\", \"35847c00-1f5f-4d4d-adaf-5b238bfa44eb\", \"db72e68e-ec62-4d5e-84db-06b204a9d6f7\"], \"total_duration\": 117.0, \"total_sessions\": 5, \"mean_week_duration\": 1.481}, \"52660\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-05 05:36:55.000000+00:00\", \"2022-05-26 00:15:50.000000+00:00\"], \"session_ids\": [\"5c8cbedb-ea2c-4a7d-b1f8-13a23b558b14\", \"6d9f1e98-2ebb-462c-a3ab-4b4dd940b534\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 4.582}, \"97055\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-30 08:50:52.000000+00:00\", \"2022-06-30 03:44:53.000000+00:00\"], \"session_ids\": [\"a92fd978-a8ef-4335-80f3-cc20c60af1a2\", \"14a03935-ebe6-4ac0-998b-27bfa56fe491\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 4.208}, \"73579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-02 07:26:20.000000+00:00\", \"2020-01-31 20:55:46.000000+00:00\", \"2021-04-13 06:30:02.000000+00:00\"], \"session_ids\": [\"203eda18-9b2c-4ee7-b102-24684355572a\", \"f079092c-522e-4e81-9be0-80062b1d3f1c\", \"20cb079c-1a4b-4c99-ad44-cccc966d323f\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.556}, \"62509\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-10 16:27:55.000000+00:00\", \"2022-03-13 11:15:11.000000+00:00\", \"2019-01-26 19:41:37.000000+00:00\", \"2021-12-19 11:47:02.000000+00:00\"], \"session_ids\": [\"a5b5d189-d6ea-4c29-9246-712ba28caa31\", \"029b3ce0-6c9b-4b10-a89e-fea684c9726a\", \"507c7ef7-d0e8-4a33-9fe9-1cf834eb72cc\", \"6cbf30c1-7c3d-42db-b8b9-2295cf8f0a2f\"], \"total_duration\": 182.0, \"total_sessions\": 4, \"mean_week_duration\": 1.117}, \"31066\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-07-07 06:42:22.000000+00:00\", \"2023-04-27 01:30:45.000000+00:00\"], \"session_ids\": [\"43630b3b-7ffb-4b22-a199-7fbad4314c54\", \"de89a3fa-7405-4398-9734-f6901d0f870b\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.16}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or less than 20 and are greater than 47"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[20, 47]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3815\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-04-11 12:14:54.000000+00:00\", \"2019-07-20 06:55:21.000000+00:00\", \"2019-04-22 22:28:29.000000+00:00\", \"2022-12-13 11:02:09.000000+00:00\", \"2022-08-10 12:45:38.000000+00:00\"], \"session_ids\": [\"c2effdb3-8de5-4be0-b07d-2c2dfdb19ea5\", \"ad3be0e5-14a2-4b6c-a9bb-a82b21d99a45\", \"b896c120-f9d3-4b98-9835-e7849c923310\", \"4f63eb43-0cd2-4490-9a0d-b58551c4208c\", \"6d62f46d-62aa-4d3e-ac1b-771a87eacd8f\"], \"total_duration\": 2696.0, \"total_sessions\": 5, \"mean_week_duration\": 14.189}, \"74555\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-05-12 09:26:36.000000+00:00\", \"2021-09-20 23:58:50.000000+00:00\"], \"session_ids\": [\"ef7ab1b9-36f7-4419-8cce-7241d2e5cd70\", \"95bceec5-9fb9-4d2b-b5a2-bc5791c0d69b\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.559}, \"88735\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-08 01:35:26.000000+00:00\", \"2023-01-25 01:30:51.000000+00:00\"], \"session_ids\": [\"7b63f601-e3b3-444a-acf2-b4af54342c32\", \"b5ac4e42-60cc-4825-ba0b-04c944056852\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 1.651}, \"36485\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-02-10 15:42:19.000000+00:00\", \"2019-02-05 10:52:17.000000+00:00\"], \"session_ids\": [\"b591da49-807c-4037-84a2-374daa06484e\", \"770f88bb-0885-425f-9466-bb3f6cbb639f\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 1.575}, \"71013\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-04-11 21:36:18.000000+00:00\", \"2020-11-28 03:50:50.000000+00:00\", \"2021-09-23 16:22:50.000000+00:00\", \"2020-10-08 13:20:37.000000+00:00\", \"2022-04-14 05:53:28.000000+00:00\"], \"session_ids\": [\"b178864e-cf3e-43d2-bc57-cd222a64fea3\", \"d3a1368f-4c37-478e-ae28-a88566cbfac2\", \"27fb0e49-17b9-4aa8-bb31-7f43c13205b2\", \"35847c00-1f5f-4d4d-adaf-5b238bfa44eb\", \"db72e68e-ec62-4d5e-84db-06b204a9d6f7\"], \"total_duration\": 117.0, \"total_sessions\": 5, \"mean_week_duration\": 1.481}, \"52660\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-05 05:36:55.000000+00:00\", \"2022-05-26 00:15:50.000000+00:00\"], \"session_ids\": [\"5c8cbedb-ea2c-4a7d-b1f8-13a23b558b14\", \"6d9f1e98-2ebb-462c-a3ab-4b4dd940b534\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 4.582}, \"97055\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-30 08:50:52.000000+00:00\", \"2022-06-30 03:44:53.000000+00:00\"], \"session_ids\": [\"a92fd978-a8ef-4335-80f3-cc20c60af1a2\", \"14a03935-ebe6-4ac0-998b-27bfa56fe491\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 4.208}, \"73579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-02 07:26:20.000000+00:00\", \"2020-01-31 20:55:46.000000+00:00\", \"2021-04-13 06:30:02.000000+00:00\"], \"session_ids\": [\"203eda18-9b2c-4ee7-b102-24684355572a\", \"f079092c-522e-4e81-9be0-80062b1d3f1c\", \"20cb079c-1a4b-4c99-ad44-cccc966d323f\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.556}, \"62509\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-10 16:27:55.000000+00:00\", \"2022-03-13 11:15:11.000000+00:00\", \"2019-01-26 19:41:37.000000+00:00\", \"2021-12-19 11:47:02.000000+00:00\"], \"session_ids\": [\"a5b5d189-d6ea-4c29-9246-712ba28caa31\", \"029b3ce0-6c9b-4b10-a89e-fea684c9726a\", \"507c7ef7-d0e8-4a33-9fe9-1cf834eb72cc\", \"6cbf30c1-7c3d-42db-b8b9-2295cf8f0a2f\"], \"total_duration\": 182.0, \"total_sessions\": 4, \"mean_week_duration\": 1.117}, \"31066\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-07-07 06:42:22.000000+00:00\", \"2023-04-27 01:30:45.000000+00:00\"], \"session_ids\": [\"43630b3b-7ffb-4b22-a199-7fbad4314c54\", \"de89a3fa-7405-4398-9734-f6901d0f870b\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.16}}\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[{\"74555\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-05-12 09:26:36.000000+00:00\", \"2021-09-20 23:58:50.000000+00:00\"], \"session_ids\": [\"ef7ab1b9-36f7-4419-8cce-7241d2e5cd70\", \"95bceec5-9fb9-4d2b-b5a2-bc5791c0d69b\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.559}}, {\"88735\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-08 01:35:26.000000+00:00\", \"2023-01-25 01:30:51.000000+00:00\"], \"session_ids\": [\"7b63f601-e3b3-444a-acf2-b4af54342c32\", \"b5ac4e42-60cc-4825-ba0b-04c944056852\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 1.651}}, {\"36485\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-02-10 15:42:19.000000+00:00\", \"2019-02-05 10:52:17.000000+00:00\"], \"session_ids\": [\"b591da49-807c-4037-84a2-374daa06484e\", \"770f88bb-0885-425f-9466-bb3f6cbb639f\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 1.575}}, {\"52660\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-05 05:36:55.000000+00:00\", \"2022-05-26 00:15:50.000000+00:00\"], \"session_ids\": [\"5c8cbedb-ea2c-4a7d-b1f8-13a23b558b14\", \"6d9f1e98-2ebb-462c-a3ab-4b4dd940b534\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 4.582}}, {\"97055\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-30 08:50:52.000000+00:00\", \"2022-06-30 03:44:53.000000+00:00\"], \"session_ids\": [\"a92fd978-a8ef-4335-80f3-cc20c60af1a2\", \"14a03935-ebe6-4ac0-998b-27bfa56fe491\"], \"total_duration\": 404.0, \"total_sessions\": 2, \"mean_week_duration\": 4.208}}, {\"31066\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-07-07 06:42:22.000000+00:00\", \"2023-04-27 01:30:45.000000+00:00\"], \"session_ids\": [\"43630b3b-7ffb-4b22-a199-7fbad4314c54\", \"de89a3fa-7405-4398-9734-f6901d0f870b\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.16}}, {\"73579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-01-02 07:26:20.000000+00:00\", \"2020-01-31 20:55:46.000000+00:00\", \"2021-04-13 06:30:02.000000+00:00\"], \"session_ids\": [\"203eda18-9b2c-4ee7-b102-24684355572a\", \"f079092c-522e-4e81-9be0-80062b1d3f1c\", \"20cb079c-1a4b-4c99-ad44-cccc966d323f\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.556}}, {\"62509\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-10 16:27:55.000000+00:00\", \"2022-03-13 11:15:11.000000+00:00\", \"2019-01-26 19:41:37.000000+00:00\", \"2021-12-19 11:47:02.000000+00:00\"], \"session_ids\": [\"a5b5d189-d6ea-4c29-9246-712ba28caa31\", \"029b3ce0-6c9b-4b10-a89e-fea684c9726a\", \"507c7ef7-d0e8-4a33-9fe9-1cf834eb72cc\", \"6cbf30c1-7c3d-42db-b8b9-2295cf8f0a2f\"], \"total_duration\": 182.0, \"total_sessions\": 4, \"mean_week_duration\": 1.117}}, {\"3815\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-04-11 12:14:54.000000+00:00\", \"2019-07-20 06:55:21.000000+00:00\", \"2019-04-22 22:28:29.000000+00:00\", \"2022-12-13 11:02:09.000000+00:00\", \"2022-08-10 12:45:38.000000+00:00\"], \"session_ids\": [\"c2effdb3-8de5-4be0-b07d-2c2dfdb19ea5\", \"ad3be0e5-14a2-4b6c-a9bb-a82b21d99a45\", \"b896c120-f9d3-4b98-9835-e7849c923310\", \"4f63eb43-0cd2-4490-9a0d-b58551c4208c\", \"6d62f46d-62aa-4d3e-ac1b-771a87eacd8f\"], \"total_duration\": 2696.0, \"total_sessions\": 5, \"mean_week_duration\": 14.189}}, {\"71013\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-04-11 21:36:18.000000+00:00\", \"2020-11-28 03:50:50.000000+00:00\", \"2021-09-23 16:22:50.000000+00:00\", \"2020-10-08 13:20:37.000000+00:00\", \"2022-04-14 05:53:28.000000+00:00\"], \"session_ids\": [\"b178864e-cf3e-43d2-bc57-cd222a64fea3\", \"d3a1368f-4c37-478e-ae28-a88566cbfac2\", \"27fb0e49-17b9-4aa8-bb31-7f43c13205b2\", \"35847c00-1f5f-4d4d-adaf-5b238bfa44eb\", \"db72e68e-ec62-4d5e-84db-06b204a9d6f7\"], \"total_duration\": 117.0, \"total_sessions\": 5, \"mean_week_duration\": 1.481}}]\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[{\"74555\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-05-12 09:26:36.000000+00:00\", \"2021-09-20 23:58:50.000000+00:00\"], \"session_ids\": [\"ef7ab1b9-36f7-4419-8cce-7241d2e5cd70\", \"95bceec5-9fb9-4d2b-b5a2-bc5791c0d69b\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.559}}, {\"88735\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-08 01:35:26.000000+00:00\", \"2023-01-25 01:30:51.000000+00:00\"], \"session_ids\": [\"7b63f601-e3b3-444a-acf2-b4af54342c32\", \"b5ac4e42-60cc-4825-ba0b-04c944056852\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 1.651}}, {\"36485\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-02-10 15:42:19.000000+00:00\", \"2019-02-05 10:52:17.000000+00:00\"], \"session_ids\": [\"b591da49-807c-4037-84a2-374daa06484e\", \"770f88bb-0885-425f-9466-bb3f6cbb639f\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 1.575}}, {\"52660\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-05 05:36:55.000000+00:00\", \"2022-05-26 00:15:50.000000+00:00\"], \"session_ids\": [\"5c8cbedb-ea2c-4a7d-b1f8-13a23b558b14\", \"6d9f1e98-2ebb-462c-a3ab-4b4dd940b534\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 4.582}}]\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[{\"74555\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-05-12 09:26:36.000000+00:00\", \"2021-09-20 23:58:50.000000+00:00\"], \"session_ids\": [\"ef7ab1b9-36f7-4419-8cce-7241d2e5cd70\", \"95bceec5-9fb9-4d2b-b5a2-bc5791c0d69b\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.559}}, {\"88735\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-08 01:35:26.000000+00:00\", \"2023-01-25 01:30:51.000000+00:00\"], \"session_ids\": [\"7b63f601-e3b3-444a-acf2-b4af54342c32\", \"b5ac4e42-60cc-4825-ba0b-04c944056852\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 1.651}}, {\"36485\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-02-10 15:42:19.000000+00:00\", \"2019-02-05 10:52:17.000000+00:00\"], \"session_ids\": [\"b591da49-807c-4037-84a2-374daa06484e\", \"770f88bb-0885-425f-9466-bb3f6cbb639f\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 1.575}}, {\"52660\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-05 05:36:55.000000+00:00\", \"2022-05-26 00:15:50.000000+00:00\"], \"session_ids\": [\"5c8cbedb-ea2c-4a7d-b1f8-13a23b558b14\", \"6d9f1e98-2ebb-462c-a3ab-4b4dd940b534\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 4.582}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 3 users with a sessions count that is above 5 and below 9, exclusive 5 , and execute sorting by site usage time per week in descending + remain only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98298\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-02-04 01:50:06.000000+00:00\", \"2022-04-08 22:04:09.000000+00:00\"], \"session_ids\": [\"efe94c2e-406c-4a2c-8214-21e470252eee\", \"16763030-150e-48ed-908e-761e4847383d\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 2.823}, \"84352\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-05 08:14:39.000000+00:00\", \"2022-03-28 19:10:33.000000+00:00\"], \"session_ids\": [\"2ad8e039-aba7-42bc-9f9b-20398be62ebf\", \"242a6f3f-2c74-48b8-a9b7-b1d37ba4b2cc\"], \"total_duration\": 158.0, \"total_sessions\": 2, \"mean_week_duration\": 5.643}, \"23476\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-22 15:03:37.000000+00:00\", \"2022-08-01 05:12:30.000000+00:00\", \"2019-01-19 19:54:48.000000+00:00\", \"2021-11-21 14:42:25.000000+00:00\"], \"session_ids\": [\"d22e86a6-5f14-47da-aac2-9712d9c96355\", \"2c66a4fe-c4a6-483b-8d08-d7a00dc276b2\", \"f1d8a3f3-59dd-4219-b3f7-f020c31a2931\", \"e50f1f85-90dc-4895-ab3f-5328e818de83\"], \"total_duration\": 182.0, \"total_sessions\": 4, \"mean_week_duration\": 0.984}, \"97759\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-11 08:38:35.000000+00:00\", \"2020-03-01 03:30:30.000000+00:00\", \"2020-04-08 13:56:43.000000+00:00\", \"2019-09-12 03:10:28.000000+00:00\"], \"session_ids\": [\"b0d82cd4-692c-4dd5-b93a-70aecb62354f\", \"1bd5d0cf-4abd-4251-9a4f-13d813f67bbd\", \"1549aefe-f5e2-4326-8e26-c2a9948e85de\", \"84bc4a0f-0e9f-44fa-8c12-76860ca90b2a\"], \"total_duration\": 287.0, \"total_sessions\": 4, \"mean_week_duration\": 3.679}, \"19505\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-12 20:59:04.000000+00:00\", \"2021-12-16 08:40:00.000000+00:00\"], \"session_ids\": [\"536afe81-1924-4100-8c8b-58e0721c737b\", \"39c6a777-6c8c-4c38-8635-ffa57367b22e\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 5.329}, \"27090\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-01 14:51:22.000000+00:00\", \"2020-03-06 14:20:42.000000+00:00\", \"2023-04-24 17:22:47.000000+00:00\"], \"session_ids\": [\"748d4958-9142-4d9d-9249-83dc9243094c\", \"698a281e-a3e0-4f30-b547-43a7857d44c4\", \"4797fedb-e617-4493-8776-90c2e33f1e0b\"], \"total_duration\": 361.0, \"total_sessions\": 3, \"mean_week_duration\": 1.664}, \"48476\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-04-17 03:13:57.000000+00:00\", \"2023-05-17 19:08:50.000000+00:00\", \"2020-04-29 05:40:46.000000+00:00\", \"2019-08-01 20:59:21.000000+00:00\", \"2021-03-09 09:28:17.000000+00:00\", \"2021-03-06 21:34:49.000000+00:00\"], \"session_ids\": [\"ab4708c9-9966-45ed-ae06-3bc0a02e7b4f\", \"38441d25-be3b-4a2b-9b62-09061cbd0942\", \"850b0856-4f9c-4bbb-9d24-09ff7d185887\", \"0fc51a2b-07b7-44b7-a190-c4d84497b20f\", \"7b4324b0-1347-4ca0-bcad-3aa10a0cc6c4\", \"a20689d0-b98c-4901-852b-77fab39d6188\"], \"total_duration\": 577.0, \"total_sessions\": 6, \"mean_week_duration\": 2.914}, \"77905\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-07-09 07:26:39.000000+00:00\", \"2023-01-18 19:26:07.000000+00:00\"], \"session_ids\": [\"44ce51b7-33f7-43d0-a8ae-d413c9befffb\", \"894a9d21-0fea-4e90-8de7-561ffb1530ba\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.152}, \"52963\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-09-24 09:53:00.000000+00:00\", \"2021-07-22 23:47:56.000000+00:00\", \"2022-07-12 01:37:13.000000+00:00\"], \"session_ids\": [\"11100241-5c5e-4d2b-ba25-9634ffd75edf\", \"016de249-c0c6-44b3-8aa6-131503824022\", \"3e666eab-8e18-4a38-bc75-96c89b539bcc\"], \"total_duration\": 699.0, \"total_sessions\": 3, \"mean_week_duration\": 7.436}, \"16711\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-08 08:59:15.000000+00:00\", \"2023-03-03 00:50:21.000000+00:00\", \"2021-09-30 07:27:48.000000+00:00\"], \"session_ids\": [\"b9525552-fdf3-494c-9a43-2daaea19b9d0\", \"4e9aa1d4-cc4a-4cad-b5ae-d453ec154779\", \"f00988bd-213a-43f6-95c1-8b401abd3a31\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 0.533}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are greater than 5 and are equal or less than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"48476\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-04-17 03:13:57.000000+00:00\", \"2023-05-17 19:08:50.000000+00:00\", \"2020-04-29 05:40:46.000000+00:00\", \"2019-08-01 20:59:21.000000+00:00\", \"2021-03-09 09:28:17.000000+00:00\", \"2021-03-06 21:34:49.000000+00:00\"], \"session_ids\": [\"ab4708c9-9966-45ed-ae06-3bc0a02e7b4f\", \"38441d25-be3b-4a2b-9b62-09061cbd0942\", \"850b0856-4f9c-4bbb-9d24-09ff7d185887\", \"0fc51a2b-07b7-44b7-a190-c4d84497b20f\", \"7b4324b0-1347-4ca0-bcad-3aa10a0cc6c4\", \"a20689d0-b98c-4901-852b-77fab39d6188\"], \"total_duration\": 577.0, \"total_sessions\": 6, \"mean_week_duration\": 2.914}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"48476\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-04-17 03:13:57.000000+00:00\", \"2023-05-17 19:08:50.000000+00:00\", \"2020-04-29 05:40:46.000000+00:00\", \"2019-08-01 20:59:21.000000+00:00\", \"2021-03-09 09:28:17.000000+00:00\", \"2021-03-06 21:34:49.000000+00:00\"], \"session_ids\": [\"ab4708c9-9966-45ed-ae06-3bc0a02e7b4f\", \"38441d25-be3b-4a2b-9b62-09061cbd0942\", \"850b0856-4f9c-4bbb-9d24-09ff7d185887\", \"0fc51a2b-07b7-44b7-a190-c4d84497b20f\", \"7b4324b0-1347-4ca0-bcad-3aa10a0cc6c4\", \"a20689d0-b98c-4901-852b-77fab39d6188\"], \"total_duration\": 577.0, \"total_sessions\": 6, \"mean_week_duration\": 2.914}}]\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[{\"48476\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-04-17 03:13:57.000000+00:00\", \"2023-05-17 19:08:50.000000+00:00\", \"2020-04-29 05:40:46.000000+00:00\", \"2019-08-01 20:59:21.000000+00:00\", \"2021-03-09 09:28:17.000000+00:00\", \"2021-03-06 21:34:49.000000+00:00\"], \"session_ids\": [\"ab4708c9-9966-45ed-ae06-3bc0a02e7b4f\", \"38441d25-be3b-4a2b-9b62-09061cbd0942\", \"850b0856-4f9c-4bbb-9d24-09ff7d185887\", \"0fc51a2b-07b7-44b7-a190-c4d84497b20f\", \"7b4324b0-1347-4ca0-bcad-3aa10a0cc6c4\", \"a20689d0-b98c-4901-852b-77fab39d6188\"], \"total_duration\": 577.0, \"total_sessions\": 6, \"mean_week_duration\": 2.914}}]\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[{\"48476\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-04-17 03:13:57.000000+00:00\", \"2023-05-17 19:08:50.000000+00:00\", \"2020-04-29 05:40:46.000000+00:00\", \"2019-08-01 20:59:21.000000+00:00\", \"2021-03-09 09:28:17.000000+00:00\", \"2021-03-06 21:34:49.000000+00:00\"], \"session_ids\": [\"ab4708c9-9966-45ed-ae06-3bc0a02e7b4f\", \"38441d25-be3b-4a2b-9b62-09061cbd0942\", \"850b0856-4f9c-4bbb-9d24-09ff7d185887\", \"0fc51a2b-07b7-44b7-a190-c4d84497b20f\", \"7b4324b0-1347-4ca0-bcad-3aa10a0cc6c4\", \"a20689d0-b98c-4901-852b-77fab39d6188\"], \"total_duration\": 577.0, \"total_sessions\": 6, \"mean_week_duration\": 2.914}}]\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 users whose total_sessions is smaller than 10 (not including) and bigger than 4 (not including) plus apply sorting by town_name in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"71958\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-26 01:55:31.000000+00:00\", \"2023-01-31 18:45:55.000000+00:00\"], \"session_ids\": [\"1dc39e83-79f3-41fd-8cbd-60a2fe239062\", \"2181faea-37b0-4874-a7e6-c56fa3381e57\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.966}, \"92675\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-06-04 09:07:27.000000+00:00\", \"2021-08-07 22:47:24.000000+00:00\", \"2022-03-10 09:17:12.000000+00:00\"], \"session_ids\": [\"adec198f-9652-41f2-b6cf-23896965515f\", \"0bdcde0c-80a5-4d98-b604-61f79b47b7db\", \"18e26cce-0e76-4b86-92b9-33adf7080cee\"], \"total_duration\": 610.0, \"total_sessions\": 3, \"mean_week_duration\": 6.63}, \"25890\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-08-04 16:34:16.000000+00:00\", \"2022-05-17 04:18:34.000000+00:00\", \"2021-02-03 18:57:47.000000+00:00\"], \"session_ids\": [\"4fc561e1-ab74-4dd6-848a-e7fcb20437ea\", \"88fd657b-b9f9-429d-bf5f-efe114f2bf96\", \"57810107-6720-48c1-9883-3ec81d0ea5d2\"], \"total_duration\": 959.0, \"total_sessions\": 3, \"mean_week_duration\": 14.313}, \"23681\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-03-20 23:26:05.000000+00:00\", \"2022-09-11 23:13:11.000000+00:00\", \"2022-03-05 10:44:09.000000+00:00\", \"2019-12-01 23:38:39.000000+00:00\", \"2020-04-12 16:25:12.000000+00:00\", \"2021-01-16 22:04:45.000000+00:00\"], \"session_ids\": [\"4a31515f-5cde-48ff-bcea-097beb4f147b\", \"f28b4d31-34a7-47a1-9cd8-ef5a99e896ca\", \"51078bae-0395-487d-9f40-392155d23525\", \"42bc0eea-944d-4806-8dd1-33a3ca7342de\", \"5b03bc99-8216-454f-aa2d-4321d172c0ad\", \"c6521591-4ce5-433a-97ca-45fe6751ec17\"], \"total_duration\": 1585.0, \"total_sessions\": 6, \"mean_week_duration\": 10.931}, \"11837\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-12-05 04:18:58.000000+00:00\", \"2020-04-25 16:25:34.000000+00:00\", \"2022-05-23 16:52:11.000000+00:00\"], \"session_ids\": [\"982a50b6-b474-4839-9feb-24f4ff00f4e3\", \"5829a772-9c3e-4250-9fcf-ccdf0e20243f\", \"689c5f5a-136f-4008-8304-8402a898e4aa\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.266}, \"57166\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-15 20:08:19.000000+00:00\", \"2020-09-06 19:25:15.000000+00:00\"], \"session_ids\": [\"6d914553-2b1c-469a-9487-d911414f4774\", \"15c82b16-cb92-4fe1-b2ce-6ed91027981d\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"43569\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-08-29 20:37:11.000000+00:00\", \"2019-09-14 14:49:44.000000+00:00\"], \"session_ids\": [\"f5c10cf0-e5f4-4a96-97cc-fcc077cbe639\", \"d7dbabc2-2238-459a-ac80-1dbbda3e6b7e\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 1.029}, \"5991\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-02-02 18:00:44.000000+00:00\", \"2021-11-09 19:59:01.000000+00:00\", \"2021-05-10 15:32:27.000000+00:00\", \"2023-02-22 09:05:51.000000+00:00\"], \"session_ids\": [\"03c9e315-ecd8-48ef-bbb4-9bf6332238db\", \"837ab829-4c9d-41fe-8ecc-fd48abd88a3b\", \"f5eb6ba9-334b-4e6a-8c45-1cc1e8ea1db7\", \"88a9483d-32e4-494f-a88e-30fe158de2a8\"], \"total_duration\": 447.0, \"total_sessions\": 4, \"mean_week_duration\": 2.108}, \"15502\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-04 13:06:04.000000+00:00\", \"2022-11-12 17:19:03.000000+00:00\", \"2021-02-16 12:42:46.000000+00:00\"], \"session_ids\": [\"7feba9e4-ecff-41c9-bb6d-2f9fdc3b3d2d\", \"badc1b49-b374-43dd-829b-02aff0bffe64\", \"364ddae5-f858-43d2-bd63-b279c965e8c7\"], \"total_duration\": 135.0, \"total_sessions\": 3, \"mean_week_duration\": 1.484}, \"7487\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-19 03:29:57.000000+00:00\", \"2021-12-05 03:10:16.000000+00:00\"], \"session_ids\": [\"df9651b5-2821-4595-ac46-eb5508111cf1\", \"293db0fe-914a-4bbc-88bb-498726d13c5b\"], \"total_duration\": 437.0, \"total_sessions\": 2, \"mean_week_duration\": 3.167}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 4 and are less than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[4, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"23681\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-03-20 23:26:05.000000+00:00\", \"2022-09-11 23:13:11.000000+00:00\", \"2022-03-05 10:44:09.000000+00:00\", \"2019-12-01 23:38:39.000000+00:00\", \"2020-04-12 16:25:12.000000+00:00\", \"2021-01-16 22:04:45.000000+00:00\"], \"session_ids\": [\"4a31515f-5cde-48ff-bcea-097beb4f147b\", \"f28b4d31-34a7-47a1-9cd8-ef5a99e896ca\", \"51078bae-0395-487d-9f40-392155d23525\", \"42bc0eea-944d-4806-8dd1-33a3ca7342de\", \"5b03bc99-8216-454f-aa2d-4321d172c0ad\", \"c6521591-4ce5-433a-97ca-45fe6751ec17\"], \"total_duration\": 1585.0, \"total_sessions\": 6, \"mean_week_duration\": 10.931}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"23681\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-03-20 23:26:05.000000+00:00\", \"2022-09-11 23:13:11.000000+00:00\", \"2022-03-05 10:44:09.000000+00:00\", \"2019-12-01 23:38:39.000000+00:00\", \"2020-04-12 16:25:12.000000+00:00\", \"2021-01-16 22:04:45.000000+00:00\"], \"session_ids\": [\"4a31515f-5cde-48ff-bcea-097beb4f147b\", \"f28b4d31-34a7-47a1-9cd8-ef5a99e896ca\", \"51078bae-0395-487d-9f40-392155d23525\", \"42bc0eea-944d-4806-8dd1-33a3ca7342de\", \"5b03bc99-8216-454f-aa2d-4321d172c0ad\", \"c6521591-4ce5-433a-97ca-45fe6751ec17\"], \"total_duration\": 1585.0, \"total_sessions\": 6, \"mean_week_duration\": 10.931}}]\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[{\"23681\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-03-20 23:26:05.000000+00:00\", \"2022-09-11 23:13:11.000000+00:00\", \"2022-03-05 10:44:09.000000+00:00\", \"2019-12-01 23:38:39.000000+00:00\", \"2020-04-12 16:25:12.000000+00:00\", \"2021-01-16 22:04:45.000000+00:00\"], \"session_ids\": [\"4a31515f-5cde-48ff-bcea-097beb4f147b\", \"f28b4d31-34a7-47a1-9cd8-ef5a99e896ca\", \"51078bae-0395-487d-9f40-392155d23525\", \"42bc0eea-944d-4806-8dd1-33a3ca7342de\", \"5b03bc99-8216-454f-aa2d-4321d172c0ad\", \"c6521591-4ce5-433a-97ca-45fe6751ec17\"], \"total_duration\": 1585.0, \"total_sessions\": 6, \"mean_week_duration\": 10.931}}]\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 who have total amount of duration larger than 1189 (not including) , execute sorting by sum of sessions from the largest value to the smallest value as well as remain 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{\"36267\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-10-13 06:32:07.000000+00:00\", \"2022-12-10 04:44:04.000000+00:00\", \"2020-10-20 15:37:05.000000+00:00\"], \"session_ids\": [\"7c00ea36-eb88-4b1c-a0d6-c7c8e26161e4\", \"22690eca-6245-4ec8-9a91-ab27069df692\", \"5f9ff6dc-7e86-46bd-8b61-fcaf709fd0df\"], \"total_duration\": 189.0, \"total_sessions\": 3, \"mean_week_duration\": 1.688}, \"85907\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-12 20:50:54.000000+00:00\", \"2022-04-07 19:21:02.000000+00:00\"], \"session_ids\": [\"cadf483b-7c69-4416-8895-610592694b18\", \"973152c8-9300-46b4-b5dd-ed94ac298060\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.533}, \"53185\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-12-26 09:57:00.000000+00:00\", \"2022-06-22 22:23:55.000000+00:00\", \"2021-05-16 11:11:03.000000+00:00\"], \"session_ids\": [\"16f9af25-8be4-4bc8-8c3d-804adb27f37a\", \"7c53c9e0-6084-41cf-96d5-8a5c8b9c18fa\", \"8179e449-8d99-4e97-b703-4c64766ab0f7\"], \"total_duration\": 157.0, \"total_sessions\": 3, \"mean_week_duration\": 2.013}, \"79758\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-08-04 00:00:10.000000+00:00\", \"2020-05-14 18:32:21.000000+00:00\", \"2020-09-10 04:10:21.000000+00:00\", \"2020-12-10 17:21:43.000000+00:00\", \"2021-05-07 05:32:02.000000+00:00\", \"2022-12-19 07:06:01.000000+00:00\"], \"session_ids\": [\"d6c2803d-0d7d-4b4c-8232-fe12d179008a\", \"38677489-74bc-4fae-8ef3-c3edb7160006\", \"3f5d12e6-2a75-4e8c-b9f8-f76ea32da677\", \"04676f9f-3288-4d0a-b736-0fe7545ff5af\", \"af066346-6818-4795-883d-47b4c6b561ad\", \"dd84f87d-b559-45c1-8008-06e3ae3c0038\"], \"total_duration\": 6822.0, \"total_sessions\": 6, \"mean_week_duration\": 50.162}, \"64413\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-04-01 20:28:12.000000+00:00\", \"2020-03-08 06:12:00.000000+00:00\"], \"session_ids\": [\"d624e402-95fd-4291-aec0-ddea6ad75d13\", \"3b8cf57e-3492-4600-88cd-c284077afcf8\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 1.821}, \"30446\": {\"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\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-13 07:02:53.000000+00:00\", \"2019-08-30 00:24:20.000000+00:00\", \"2021-04-20 21:40:28.000000+00:00\", \"2020-02-12 20:28:04.000000+00:00\"], \"session_ids\": [\"7ae91e23-e956-4e75-85bd-27bf9b715aad\", \"dcc2d95e-e739-4dfb-9528-46ab103d43ad\", \"70a4075e-5d43-4830-8ce6-7f79115d442c\", \"0cc75b13-c440-4ffa-83e4-723dd25e8df2\"], \"total_duration\": 815.0, \"total_sessions\": 4, \"mean_week_duration\": 4.116}, \"16862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-08 01:11:24.000000+00:00\", \"2022-04-12 19:51:06.000000+00:00\", \"2022-10-17 11:09:08.000000+00:00\", \"2022-03-16 17:27:53.000000+00:00\", \"2021-06-04 22:32:16.000000+00:00\", \"2023-03-07 12:43:58.000000+00:00\", \"2022-08-11 08:57:45.000000+00:00\", \"2021-10-01 14:33:41.000000+00:00\"], \"session_ids\": [\"9898e8cb-3a25-4ae4-8cfe-79b3d463532a\", \"8973d818-5545-4337-a758-7ed3a799606a\", \"c73af4c8-f15f-4574-91d5-b92bd2b6a791\", \"a1bce128-22d7-4695-bbc9-f7c9156d31ba\", \"97425071-e74b-406f-8d19-be2f227c0228\", \"36ddce8b-6760-4894-b160-9de38000c426\", \"36b02351-c6ef-4fb7-94b0-54dd0de4637c\", \"07671b1a-d2d0-4aa4-8ff8-f47b5e1bbbd3\"], \"total_duration\": 14119.0, \"total_sessions\": 8, \"mean_week_duration\": 108.608}, \"95460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-05-12 21:27:27.000000+00:00\", \"2022-09-18 22:46:34.000000+00:00\", \"2020-11-19 13:42:38.000000+00:00\", \"2022-05-13 02:24:57.000000+00:00\", \"2020-08-22 00:21:33.000000+00:00\", \"2022-01-11 10:08:55.000000+00:00\", \"2022-08-24 11:03:08.000000+00:00\", \"2022-01-04 11:32:08.000000+00:00\", \"2019-04-30 14:39:17.000000+00:00\", \"2020-12-23 06:59:41.000000+00:00\", \"2021-03-13 22:51:37.000000+00:00\"], \"session_ids\": [\"31b8bb5f-df21-495c-843f-1ab889f813a3\", \"64fd4a91-eadc-416e-8f97-9d4f8952a915\", \"4ce80286-4356-4688-850e-ae618b2e2ba6\", \"fe3dc057-1d59-4548-a6b5-e8a92f36ecb6\", \"005810a2-9809-4f7f-8cc0-1c70ef01ccd3\", \"8b9f9b30-b15d-420a-acb6-bb6b78f92245\", \"a5f8261f-5f93-42dc-b149-5138c4202676\", \"d86ac661-a31d-40e3-b31f-95969beba1ab\", \"5b88c98f-01d1-418c-89eb-c68d5a134cad\", \"21a8f730-7a9f-44c5-b31d-2843c2da5ff4\", \"01f87539-56b5-407c-8e9c-1f55333eaad1\"], \"total_duration\": 48797.0, \"total_sessions\": 11, \"mean_week_duration\": 275.689}, \"59231\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-11 08:22:03.000000+00:00\", \"2019-04-21 19:59:33.000000+00:00\", \"2019-03-19 07:36:16.000000+00:00\", \"2020-04-18 13:21:44.000000+00:00\", \"2021-07-15 12:09:16.000000+00:00\", \"2022-09-02 07:49:29.000000+00:00\", \"2019-10-12 21:28:10.000000+00:00\", \"2019-07-12 11:25:18.000000+00:00\"], \"session_ids\": [\"0d89196c-b7eb-4efa-a72a-6b35f8f7d41f\", \"d1d32b32-c7df-4436-a3e4-003e6388f43a\", \"be5280ce-dde7-4151-affa-5fcb20239b1b\", \"ffd51a76-04cf-4514-a0e7-77ef8434295b\", \"05ed68a8-1765-4705-9e6c-f1e4ec6f4afd\", \"79b2af01-8b58-4a4f-a148-ab421334660c\", \"dedd68f0-f035-43ae-b352-b9cd9a05fa2f\", \"a36889a5-9843-4e14-82e6-46b777b67c79\"], \"total_duration\": 10151.0, \"total_sessions\": 8, \"mean_week_duration\": 56.083}, \"15149\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-09-25 02:10:40.000000+00:00\", \"2023-04-14 16:29:08.000000+00:00\", \"2021-04-01 17:35:10.000000+00:00\", \"2019-11-21 14:27:10.000000+00:00\", \"2019-02-26 22:44:38.000000+00:00\", \"2021-04-18 20:07:07.000000+00:00\", \"2020-09-27 19:41:57.000000+00:00\", \"2020-07-08 01:18:55.000000+00:00\"], \"session_ids\": [\"775539ee-fc59-4599-8ac3-a778b8315f58\", \"1b08c296-2615-403f-a6ad-5aeb727ae283\", \"2e05ea19-ac0b-4504-8aaf-3cce0b005b56\", \"03817e4d-82e2-479c-8d68-d655f41bdc88\", \"635db3e3-2b0b-4d0f-8c06-66b2b0f98dc9\", \"702b8417-20e0-426d-b380-9e5dcb656b33\", \"e9d3506a-6e54-4c89-af00-624abb732cbf\", \"35afd41a-8443-45b1-85fa-f125a6068886\"], \"total_duration\": 407.0, \"total_sessions\": 8, \"mean_week_duration\": 1.884}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 1189"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[1189, 3080]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"79758\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-08-04 00:00:10.000000+00:00\", \"2020-05-14 18:32:21.000000+00:00\", \"2020-09-10 04:10:21.000000+00:00\", \"2020-12-10 17:21:43.000000+00:00\", \"2021-05-07 05:32:02.000000+00:00\", \"2022-12-19 07:06:01.000000+00:00\"], \"session_ids\": [\"d6c2803d-0d7d-4b4c-8232-fe12d179008a\", \"38677489-74bc-4fae-8ef3-c3edb7160006\", \"3f5d12e6-2a75-4e8c-b9f8-f76ea32da677\", \"04676f9f-3288-4d0a-b736-0fe7545ff5af\", \"af066346-6818-4795-883d-47b4c6b561ad\", \"dd84f87d-b559-45c1-8008-06e3ae3c0038\"], \"total_duration\": 6822.0, \"total_sessions\": 6, \"mean_week_duration\": 50.162}, \"16862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-08 01:11:24.000000+00:00\", \"2022-04-12 19:51:06.000000+00:00\", \"2022-10-17 11:09:08.000000+00:00\", \"2022-03-16 17:27:53.000000+00:00\", \"2021-06-04 22:32:16.000000+00:00\", \"2023-03-07 12:43:58.000000+00:00\", \"2022-08-11 08:57:45.000000+00:00\", \"2021-10-01 14:33:41.000000+00:00\"], \"session_ids\": [\"9898e8cb-3a25-4ae4-8cfe-79b3d463532a\", \"8973d818-5545-4337-a758-7ed3a799606a\", \"c73af4c8-f15f-4574-91d5-b92bd2b6a791\", \"a1bce128-22d7-4695-bbc9-f7c9156d31ba\", \"97425071-e74b-406f-8d19-be2f227c0228\", \"36ddce8b-6760-4894-b160-9de38000c426\", \"36b02351-c6ef-4fb7-94b0-54dd0de4637c\", \"07671b1a-d2d0-4aa4-8ff8-f47b5e1bbbd3\"], \"total_duration\": 14119.0, \"total_sessions\": 8, \"mean_week_duration\": 108.608}, \"95460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-05-12 21:27:27.000000+00:00\", \"2022-09-18 22:46:34.000000+00:00\", \"2020-11-19 13:42:38.000000+00:00\", \"2022-05-13 02:24:57.000000+00:00\", \"2020-08-22 00:21:33.000000+00:00\", \"2022-01-11 10:08:55.000000+00:00\", \"2022-08-24 11:03:08.000000+00:00\", \"2022-01-04 11:32:08.000000+00:00\", \"2019-04-30 14:39:17.000000+00:00\", \"2020-12-23 06:59:41.000000+00:00\", \"2021-03-13 22:51:37.000000+00:00\"], \"session_ids\": [\"31b8bb5f-df21-495c-843f-1ab889f813a3\", \"64fd4a91-eadc-416e-8f97-9d4f8952a915\", \"4ce80286-4356-4688-850e-ae618b2e2ba6\", \"fe3dc057-1d59-4548-a6b5-e8a92f36ecb6\", \"005810a2-9809-4f7f-8cc0-1c70ef01ccd3\", \"8b9f9b30-b15d-420a-acb6-bb6b78f92245\", \"a5f8261f-5f93-42dc-b149-5138c4202676\", \"d86ac661-a31d-40e3-b31f-95969beba1ab\", \"5b88c98f-01d1-418c-89eb-c68d5a134cad\", \"21a8f730-7a9f-44c5-b31d-2843c2da5ff4\", \"01f87539-56b5-407c-8e9c-1f55333eaad1\"], \"total_duration\": 48797.0, \"total_sessions\": 11, \"mean_week_duration\": 275.689}, \"59231\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-11 08:22:03.000000+00:00\", \"2019-04-21 19:59:33.000000+00:00\", \"2019-03-19 07:36:16.000000+00:00\", \"2020-04-18 13:21:44.000000+00:00\", \"2021-07-15 12:09:16.000000+00:00\", \"2022-09-02 07:49:29.000000+00:00\", \"2019-10-12 21:28:10.000000+00:00\", \"2019-07-12 11:25:18.000000+00:00\"], \"session_ids\": [\"0d89196c-b7eb-4efa-a72a-6b35f8f7d41f\", \"d1d32b32-c7df-4436-a3e4-003e6388f43a\", \"be5280ce-dde7-4151-affa-5fcb20239b1b\", \"ffd51a76-04cf-4514-a0e7-77ef8434295b\", \"05ed68a8-1765-4705-9e6c-f1e4ec6f4afd\", \"79b2af01-8b58-4a4f-a148-ab421334660c\", \"dedd68f0-f035-43ae-b352-b9cd9a05fa2f\", \"a36889a5-9843-4e14-82e6-46b777b67c79\"], \"total_duration\": 10151.0, \"total_sessions\": 8, \"mean_week_duration\": 56.083}}\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[{\"95460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-05-12 21:27:27.000000+00:00\", \"2022-09-18 22:46:34.000000+00:00\", \"2020-11-19 13:42:38.000000+00:00\", \"2022-05-13 02:24:57.000000+00:00\", \"2020-08-22 00:21:33.000000+00:00\", \"2022-01-11 10:08:55.000000+00:00\", \"2022-08-24 11:03:08.000000+00:00\", \"2022-01-04 11:32:08.000000+00:00\", \"2019-04-30 14:39:17.000000+00:00\", \"2020-12-23 06:59:41.000000+00:00\", \"2021-03-13 22:51:37.000000+00:00\"], \"session_ids\": [\"31b8bb5f-df21-495c-843f-1ab889f813a3\", \"64fd4a91-eadc-416e-8f97-9d4f8952a915\", \"4ce80286-4356-4688-850e-ae618b2e2ba6\", \"fe3dc057-1d59-4548-a6b5-e8a92f36ecb6\", \"005810a2-9809-4f7f-8cc0-1c70ef01ccd3\", \"8b9f9b30-b15d-420a-acb6-bb6b78f92245\", \"a5f8261f-5f93-42dc-b149-5138c4202676\", \"d86ac661-a31d-40e3-b31f-95969beba1ab\", \"5b88c98f-01d1-418c-89eb-c68d5a134cad\", \"21a8f730-7a9f-44c5-b31d-2843c2da5ff4\", \"01f87539-56b5-407c-8e9c-1f55333eaad1\"], \"total_duration\": 48797.0, \"total_sessions\": 11, \"mean_week_duration\": 275.689}}, {\"16862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-08 01:11:24.000000+00:00\", \"2022-04-12 19:51:06.000000+00:00\", \"2022-10-17 11:09:08.000000+00:00\", \"2022-03-16 17:27:53.000000+00:00\", \"2021-06-04 22:32:16.000000+00:00\", \"2023-03-07 12:43:58.000000+00:00\", \"2022-08-11 08:57:45.000000+00:00\", \"2021-10-01 14:33:41.000000+00:00\"], \"session_ids\": [\"9898e8cb-3a25-4ae4-8cfe-79b3d463532a\", \"8973d818-5545-4337-a758-7ed3a799606a\", \"c73af4c8-f15f-4574-91d5-b92bd2b6a791\", \"a1bce128-22d7-4695-bbc9-f7c9156d31ba\", \"97425071-e74b-406f-8d19-be2f227c0228\", \"36ddce8b-6760-4894-b160-9de38000c426\", \"36b02351-c6ef-4fb7-94b0-54dd0de4637c\", \"07671b1a-d2d0-4aa4-8ff8-f47b5e1bbbd3\"], \"total_duration\": 14119.0, \"total_sessions\": 8, \"mean_week_duration\": 108.608}}, {\"59231\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-11 08:22:03.000000+00:00\", \"2019-04-21 19:59:33.000000+00:00\", \"2019-03-19 07:36:16.000000+00:00\", \"2020-04-18 13:21:44.000000+00:00\", \"2021-07-15 12:09:16.000000+00:00\", \"2022-09-02 07:49:29.000000+00:00\", \"2019-10-12 21:28:10.000000+00:00\", \"2019-07-12 11:25:18.000000+00:00\"], \"session_ids\": [\"0d89196c-b7eb-4efa-a72a-6b35f8f7d41f\", \"d1d32b32-c7df-4436-a3e4-003e6388f43a\", \"be5280ce-dde7-4151-affa-5fcb20239b1b\", \"ffd51a76-04cf-4514-a0e7-77ef8434295b\", \"05ed68a8-1765-4705-9e6c-f1e4ec6f4afd\", \"79b2af01-8b58-4a4f-a148-ab421334660c\", \"dedd68f0-f035-43ae-b352-b9cd9a05fa2f\", \"a36889a5-9843-4e14-82e6-46b777b67c79\"], \"total_duration\": 10151.0, \"total_sessions\": 8, \"mean_week_duration\": 56.083}}, {\"79758\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-08-04 00:00:10.000000+00:00\", \"2020-05-14 18:32:21.000000+00:00\", \"2020-09-10 04:10:21.000000+00:00\", \"2020-12-10 17:21:43.000000+00:00\", \"2021-05-07 05:32:02.000000+00:00\", \"2022-12-19 07:06:01.000000+00:00\"], \"session_ids\": [\"d6c2803d-0d7d-4b4c-8232-fe12d179008a\", \"38677489-74bc-4fae-8ef3-c3edb7160006\", \"3f5d12e6-2a75-4e8c-b9f8-f76ea32da677\", \"04676f9f-3288-4d0a-b736-0fe7545ff5af\", \"af066346-6818-4795-883d-47b4c6b561ad\", \"dd84f87d-b559-45c1-8008-06e3ae3c0038\"], \"total_duration\": 6822.0, \"total_sessions\": 6, \"mean_week_duration\": 50.162}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"95460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-05-12 21:27:27.000000+00:00\", \"2022-09-18 22:46:34.000000+00:00\", \"2020-11-19 13:42:38.000000+00:00\", \"2022-05-13 02:24:57.000000+00:00\", \"2020-08-22 00:21:33.000000+00:00\", \"2022-01-11 10:08:55.000000+00:00\", \"2022-08-24 11:03:08.000000+00:00\", \"2022-01-04 11:32:08.000000+00:00\", \"2019-04-30 14:39:17.000000+00:00\", \"2020-12-23 06:59:41.000000+00:00\", \"2021-03-13 22:51:37.000000+00:00\"], \"session_ids\": [\"31b8bb5f-df21-495c-843f-1ab889f813a3\", \"64fd4a91-eadc-416e-8f97-9d4f8952a915\", \"4ce80286-4356-4688-850e-ae618b2e2ba6\", \"fe3dc057-1d59-4548-a6b5-e8a92f36ecb6\", \"005810a2-9809-4f7f-8cc0-1c70ef01ccd3\", \"8b9f9b30-b15d-420a-acb6-bb6b78f92245\", \"a5f8261f-5f93-42dc-b149-5138c4202676\", \"d86ac661-a31d-40e3-b31f-95969beba1ab\", \"5b88c98f-01d1-418c-89eb-c68d5a134cad\", \"21a8f730-7a9f-44c5-b31d-2843c2da5ff4\", \"01f87539-56b5-407c-8e9c-1f55333eaad1\"], \"total_duration\": 48797.0, \"total_sessions\": 11, \"mean_week_duration\": 275.689}}, {\"16862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-08 01:11:24.000000+00:00\", \"2022-04-12 19:51:06.000000+00:00\", \"2022-10-17 11:09:08.000000+00:00\", \"2022-03-16 17:27:53.000000+00:00\", \"2021-06-04 22:32:16.000000+00:00\", \"2023-03-07 12:43:58.000000+00:00\", \"2022-08-11 08:57:45.000000+00:00\", \"2021-10-01 14:33:41.000000+00:00\"], \"session_ids\": [\"9898e8cb-3a25-4ae4-8cfe-79b3d463532a\", \"8973d818-5545-4337-a758-7ed3a799606a\", \"c73af4c8-f15f-4574-91d5-b92bd2b6a791\", \"a1bce128-22d7-4695-bbc9-f7c9156d31ba\", \"97425071-e74b-406f-8d19-be2f227c0228\", \"36ddce8b-6760-4894-b160-9de38000c426\", \"36b02351-c6ef-4fb7-94b0-54dd0de4637c\", \"07671b1a-d2d0-4aa4-8ff8-f47b5e1bbbd3\"], \"total_duration\": 14119.0, \"total_sessions\": 8, \"mean_week_duration\": 108.608}}]\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[{\"95460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-05-12 21:27:27.000000+00:00\", \"2022-09-18 22:46:34.000000+00:00\", \"2020-11-19 13:42:38.000000+00:00\", \"2022-05-13 02:24:57.000000+00:00\", \"2020-08-22 00:21:33.000000+00:00\", \"2022-01-11 10:08:55.000000+00:00\", \"2022-08-24 11:03:08.000000+00:00\", \"2022-01-04 11:32:08.000000+00:00\", \"2019-04-30 14:39:17.000000+00:00\", \"2020-12-23 06:59:41.000000+00:00\", \"2021-03-13 22:51:37.000000+00:00\"], \"session_ids\": [\"31b8bb5f-df21-495c-843f-1ab889f813a3\", \"64fd4a91-eadc-416e-8f97-9d4f8952a915\", \"4ce80286-4356-4688-850e-ae618b2e2ba6\", \"fe3dc057-1d59-4548-a6b5-e8a92f36ecb6\", \"005810a2-9809-4f7f-8cc0-1c70ef01ccd3\", \"8b9f9b30-b15d-420a-acb6-bb6b78f92245\", \"a5f8261f-5f93-42dc-b149-5138c4202676\", \"d86ac661-a31d-40e3-b31f-95969beba1ab\", \"5b88c98f-01d1-418c-89eb-c68d5a134cad\", \"21a8f730-7a9f-44c5-b31d-2843c2da5ff4\", \"01f87539-56b5-407c-8e9c-1f55333eaad1\"], \"total_duration\": 48797.0, \"total_sessions\": 11, \"mean_week_duration\": 275.689}}, {\"16862\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-08 01:11:24.000000+00:00\", \"2022-04-12 19:51:06.000000+00:00\", \"2022-10-17 11:09:08.000000+00:00\", \"2022-03-16 17:27:53.000000+00:00\", \"2021-06-04 22:32:16.000000+00:00\", \"2023-03-07 12:43:58.000000+00:00\", \"2022-08-11 08:57:45.000000+00:00\", \"2021-10-01 14:33:41.000000+00:00\"], \"session_ids\": [\"9898e8cb-3a25-4ae4-8cfe-79b3d463532a\", \"8973d818-5545-4337-a758-7ed3a799606a\", \"c73af4c8-f15f-4574-91d5-b92bd2b6a791\", \"a1bce128-22d7-4695-bbc9-f7c9156d31ba\", \"97425071-e74b-406f-8d19-be2f227c0228\", \"36ddce8b-6760-4894-b160-9de38000c426\", \"36b02351-c6ef-4fb7-94b0-54dd0de4637c\", \"07671b1a-d2d0-4aa4-8ff8-f47b5e1bbbd3\"], \"total_duration\": 14119.0, \"total_sessions\": 8, \"mean_week_duration\": 108.608}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me an information about users who have total duration strictly greater than 4604 and less than 1524 additionaly perform sorting by total duration in asc order in addition show me only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94029\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-03-30 00:02:20.000000+00:00\", \"2021-10-27 17:39:17.000000+00:00\"], \"session_ids\": [\"e4efe8a4-f23d-4f48-bd32-742ff6bc8f8d\", \"3e5aeb1f-610a-4595-b3ad-f3433cf46dd0\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 13.5}, \"15484\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-15 07:00:28.000000+00:00\", \"2019-03-19 04:51:34.000000+00:00\", \"2020-03-30 04:05:27.000000+00:00\", \"2022-12-23 19:34:36.000000+00:00\", \"2019-04-05 13:19:05.000000+00:00\", \"2021-01-09 13:40:47.000000+00:00\"], \"session_ids\": [\"3bf1b7c4-51e9-4304-81b1-68fa814c2c1c\", \"3c9e86fd-c731-4b4f-b008-0958bce408dd\", \"71f43027-1ebd-40e0-9b44-afc548079357\", \"300d3e49-639c-416b-9eb2-5c3dfba51bb6\", \"153e95ef-7318-437e-b51e-6e0a77f94d54\", \"0ef054b4-963e-4d8b-aee9-930a1257ac54\"], \"total_duration\": 317.0, \"total_sessions\": 6, \"mean_week_duration\": 1.609}, \"94872\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-16 09:17:11.000000+00:00\", \"2019-06-17 04:37:54.000000+00:00\"], \"session_ids\": [\"24d7a36b-a166-410a-b40d-09723ab7ff86\", \"7c22a680-6e52-42fe-878a-3db68efbea65\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 4.128}, \"15483\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-03-03 05:51:10.000000+00:00\", \"2023-02-05 17:13:32.000000+00:00\", \"2019-04-08 03:19:11.000000+00:00\", \"2021-11-07 04:35:01.000000+00:00\"], \"session_ids\": [\"255ecabc-7a59-43a3-8efc-f4840091d21d\", \"b05c6b10-3943-4a7c-a1d4-5d541ae30e10\", \"10e314e2-6563-4ab3-b991-cb56d92f4a03\", \"fba6143e-00ca-422c-a9e4-e35bf5b6f166\"], \"total_duration\": 1121.0, \"total_sessions\": 4, \"mean_week_duration\": 5.605}, \"51332\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-13 12:34:34.000000+00:00\", \"2022-05-24 22:41:07.000000+00:00\", \"2023-01-27 05:23:06.000000+00:00\", \"2021-12-13 11:39:14.000000+00:00\", \"2022-03-29 08:21:28.000000+00:00\"], \"session_ids\": [\"dacea827-cc37-4035-8d96-9b47eb26360f\", \"100f48ad-8eef-4a82-bff7-0791e051de7c\", \"f220b4ef-3bce-432e-b408-bc53fd2be097\", \"96ef0811-d616-4d6e-ab7e-bf5860a2d31b\", \"dd061923-b9d2-47b0-92c8-6f1f95a2efbc\"], \"total_duration\": 2207.0, \"total_sessions\": 5, \"mean_week_duration\": 37.407}, \"34198\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-12-05 08:32:31.000000+00:00\", \"2021-02-17 14:54:19.000000+00:00\"], \"session_ids\": [\"eafc6844-8556-4494-89c8-797e2fbd9139\", \"84b7c1e0-536f-4218-9f5f-67b5ddcce0fe\"], \"total_duration\": 93.0, \"total_sessions\": 2, \"mean_week_duration\": 0.989}, \"38446\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-08 11:33:51.000000+00:00\", \"2020-05-11 18:06:15.000000+00:00\"], \"session_ids\": [\"3dee06a2-2699-490c-bd07-79952a01eafa\", \"9f45c297-ea78-4919-80de-5f7277253979\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.262}, \"49375\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-27 18:05:04.000000+00:00\", \"2019-04-24 00:36:24.000000+00:00\"], \"session_ids\": [\"d0514b5c-3bdc-4938-bff9-7018987d2264\", \"a0b7c9b7-8afd-43e1-b1b7-7927319f4587\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 1.509}, \"60456\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-01 04:03:26.000000+00:00\", \"2020-10-28 15:00:26.000000+00:00\"], \"session_ids\": [\"f0c5ea07-3067-4655-a74a-2aa062cae6f1\", \"093e80e5-33d9-40c2-89fc-72887f36ca42\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 0.945}, \"28021\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-12 15:29:27.000000+00:00\", \"2020-03-19 19:57:16.000000+00:00\"], \"session_ids\": [\"ffda670f-c75f-4d89-a567-0cd5662dbffe\", \"2248b4b6-7411-47a9-8c98-9ccf7856b7c5\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.731}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 1524 and are greater than 4604"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[1524, 4604]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94029\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-03-30 00:02:20.000000+00:00\", \"2021-10-27 17:39:17.000000+00:00\"], \"session_ids\": [\"e4efe8a4-f23d-4f48-bd32-742ff6bc8f8d\", \"3e5aeb1f-610a-4595-b3ad-f3433cf46dd0\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 13.5}, \"15484\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-15 07:00:28.000000+00:00\", \"2019-03-19 04:51:34.000000+00:00\", \"2020-03-30 04:05:27.000000+00:00\", \"2022-12-23 19:34:36.000000+00:00\", \"2019-04-05 13:19:05.000000+00:00\", \"2021-01-09 13:40:47.000000+00:00\"], \"session_ids\": [\"3bf1b7c4-51e9-4304-81b1-68fa814c2c1c\", \"3c9e86fd-c731-4b4f-b008-0958bce408dd\", \"71f43027-1ebd-40e0-9b44-afc548079357\", \"300d3e49-639c-416b-9eb2-5c3dfba51bb6\", \"153e95ef-7318-437e-b51e-6e0a77f94d54\", \"0ef054b4-963e-4d8b-aee9-930a1257ac54\"], \"total_duration\": 317.0, \"total_sessions\": 6, \"mean_week_duration\": 1.609}, \"94872\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-16 09:17:11.000000+00:00\", \"2019-06-17 04:37:54.000000+00:00\"], \"session_ids\": [\"24d7a36b-a166-410a-b40d-09723ab7ff86\", \"7c22a680-6e52-42fe-878a-3db68efbea65\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 4.128}, \"15483\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-03-03 05:51:10.000000+00:00\", \"2023-02-05 17:13:32.000000+00:00\", \"2019-04-08 03:19:11.000000+00:00\", \"2021-11-07 04:35:01.000000+00:00\"], \"session_ids\": [\"255ecabc-7a59-43a3-8efc-f4840091d21d\", \"b05c6b10-3943-4a7c-a1d4-5d541ae30e10\", \"10e314e2-6563-4ab3-b991-cb56d92f4a03\", \"fba6143e-00ca-422c-a9e4-e35bf5b6f166\"], \"total_duration\": 1121.0, \"total_sessions\": 4, \"mean_week_duration\": 5.605}, \"34198\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-12-05 08:32:31.000000+00:00\", \"2021-02-17 14:54:19.000000+00:00\"], \"session_ids\": [\"eafc6844-8556-4494-89c8-797e2fbd9139\", \"84b7c1e0-536f-4218-9f5f-67b5ddcce0fe\"], \"total_duration\": 93.0, \"total_sessions\": 2, \"mean_week_duration\": 0.989}, \"38446\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-08 11:33:51.000000+00:00\", \"2020-05-11 18:06:15.000000+00:00\"], \"session_ids\": [\"3dee06a2-2699-490c-bd07-79952a01eafa\", \"9f45c297-ea78-4919-80de-5f7277253979\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.262}, \"49375\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-27 18:05:04.000000+00:00\", \"2019-04-24 00:36:24.000000+00:00\"], \"session_ids\": [\"d0514b5c-3bdc-4938-bff9-7018987d2264\", \"a0b7c9b7-8afd-43e1-b1b7-7927319f4587\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 1.509}, \"60456\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-01 04:03:26.000000+00:00\", \"2020-10-28 15:00:26.000000+00:00\"], \"session_ids\": [\"f0c5ea07-3067-4655-a74a-2aa062cae6f1\", \"093e80e5-33d9-40c2-89fc-72887f36ca42\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 0.945}, \"28021\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-12 15:29:27.000000+00:00\", \"2020-03-19 19:57:16.000000+00:00\"], \"session_ids\": [\"ffda670f-c75f-4d89-a567-0cd5662dbffe\", \"2248b4b6-7411-47a9-8c98-9ccf7856b7c5\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.731}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"38446\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-08 11:33:51.000000+00:00\", \"2020-05-11 18:06:15.000000+00:00\"], \"session_ids\": [\"3dee06a2-2699-490c-bd07-79952a01eafa\", \"9f45c297-ea78-4919-80de-5f7277253979\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.262}}, {\"34198\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-12-05 08:32:31.000000+00:00\", \"2021-02-17 14:54:19.000000+00:00\"], \"session_ids\": [\"eafc6844-8556-4494-89c8-797e2fbd9139\", \"84b7c1e0-536f-4218-9f5f-67b5ddcce0fe\"], \"total_duration\": 93.0, \"total_sessions\": 2, \"mean_week_duration\": 0.989}}, {\"28021\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-12 15:29:27.000000+00:00\", \"2020-03-19 19:57:16.000000+00:00\"], \"session_ids\": [\"ffda670f-c75f-4d89-a567-0cd5662dbffe\", \"2248b4b6-7411-47a9-8c98-9ccf7856b7c5\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.731}}, {\"60456\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-01 04:03:26.000000+00:00\", \"2020-10-28 15:00:26.000000+00:00\"], \"session_ids\": [\"f0c5ea07-3067-4655-a74a-2aa062cae6f1\", \"093e80e5-33d9-40c2-89fc-72887f36ca42\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 0.945}}, {\"94872\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-16 09:17:11.000000+00:00\", \"2019-06-17 04:37:54.000000+00:00\"], \"session_ids\": [\"24d7a36b-a166-410a-b40d-09723ab7ff86\", \"7c22a680-6e52-42fe-878a-3db68efbea65\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 4.128}}, {\"49375\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-27 18:05:04.000000+00:00\", \"2019-04-24 00:36:24.000000+00:00\"], \"session_ids\": [\"d0514b5c-3bdc-4938-bff9-7018987d2264\", \"a0b7c9b7-8afd-43e1-b1b7-7927319f4587\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 1.509}}, {\"94029\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-03-30 00:02:20.000000+00:00\", \"2021-10-27 17:39:17.000000+00:00\"], \"session_ids\": [\"e4efe8a4-f23d-4f48-bd32-742ff6bc8f8d\", \"3e5aeb1f-610a-4595-b3ad-f3433cf46dd0\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 13.5}}, {\"15484\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-15 07:00:28.000000+00:00\", \"2019-03-19 04:51:34.000000+00:00\", \"2020-03-30 04:05:27.000000+00:00\", \"2022-12-23 19:34:36.000000+00:00\", \"2019-04-05 13:19:05.000000+00:00\", \"2021-01-09 13:40:47.000000+00:00\"], \"session_ids\": [\"3bf1b7c4-51e9-4304-81b1-68fa814c2c1c\", \"3c9e86fd-c731-4b4f-b008-0958bce408dd\", \"71f43027-1ebd-40e0-9b44-afc548079357\", \"300d3e49-639c-416b-9eb2-5c3dfba51bb6\", \"153e95ef-7318-437e-b51e-6e0a77f94d54\", \"0ef054b4-963e-4d8b-aee9-930a1257ac54\"], \"total_duration\": 317.0, \"total_sessions\": 6, \"mean_week_duration\": 1.609}}, {\"15483\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-03-03 05:51:10.000000+00:00\", \"2023-02-05 17:13:32.000000+00:00\", \"2019-04-08 03:19:11.000000+00:00\", \"2021-11-07 04:35:01.000000+00:00\"], \"session_ids\": [\"255ecabc-7a59-43a3-8efc-f4840091d21d\", \"b05c6b10-3943-4a7c-a1d4-5d541ae30e10\", \"10e314e2-6563-4ab3-b991-cb56d92f4a03\", \"fba6143e-00ca-422c-a9e4-e35bf5b6f166\"], \"total_duration\": 1121.0, \"total_sessions\": 4, \"mean_week_duration\": 5.605}}]\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[{\"38446\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-08 11:33:51.000000+00:00\", \"2020-05-11 18:06:15.000000+00:00\"], \"session_ids\": [\"3dee06a2-2699-490c-bd07-79952a01eafa\", \"9f45c297-ea78-4919-80de-5f7277253979\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.262}}, {\"34198\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-12-05 08:32:31.000000+00:00\", \"2021-02-17 14:54:19.000000+00:00\"], \"session_ids\": [\"eafc6844-8556-4494-89c8-797e2fbd9139\", \"84b7c1e0-536f-4218-9f5f-67b5ddcce0fe\"], \"total_duration\": 93.0, \"total_sessions\": 2, \"mean_week_duration\": 0.989}}, {\"28021\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-12 15:29:27.000000+00:00\", \"2020-03-19 19:57:16.000000+00:00\"], \"session_ids\": [\"ffda670f-c75f-4d89-a567-0cd5662dbffe\", \"2248b4b6-7411-47a9-8c98-9ccf7856b7c5\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.731}}, {\"60456\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-01 04:03:26.000000+00:00\", \"2020-10-28 15:00:26.000000+00:00\"], \"session_ids\": [\"f0c5ea07-3067-4655-a74a-2aa062cae6f1\", \"093e80e5-33d9-40c2-89fc-72887f36ca42\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 0.945}}]\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[{\"38446\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-08 11:33:51.000000+00:00\", \"2020-05-11 18:06:15.000000+00:00\"], \"session_ids\": [\"3dee06a2-2699-490c-bd07-79952a01eafa\", \"9f45c297-ea78-4919-80de-5f7277253979\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.262}}, {\"34198\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-12-05 08:32:31.000000+00:00\", \"2021-02-17 14:54:19.000000+00:00\"], \"session_ids\": [\"eafc6844-8556-4494-89c8-797e2fbd9139\", \"84b7c1e0-536f-4218-9f5f-67b5ddcce0fe\"], \"total_duration\": 93.0, \"total_sessions\": 2, \"mean_week_duration\": 0.989}}, {\"28021\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-10-12 15:29:27.000000+00:00\", \"2020-03-19 19:57:16.000000+00:00\"], \"session_ids\": [\"ffda670f-c75f-4d89-a567-0cd5662dbffe\", \"2248b4b6-7411-47a9-8c98-9ccf7856b7c5\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 0.731}}, {\"60456\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-01 04:03:26.000000+00:00\", \"2020-10-28 15:00:26.000000+00:00\"], \"session_ids\": [\"f0c5ea07-3067-4655-a74a-2aa062cae6f1\", \"093e80e5-33d9-40c2-89fc-72887f36ca42\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 0.945}}]\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 user to me whose overall total sessions exceeds 7 while staying below 3 also do sorting by name of the town in ascending order additionaly remain only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"59459\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-22 16:44:57.000000+00:00\", \"2019-06-01 00:22:31.000000+00:00\"], \"session_ids\": [\"6e88d79f-1c15-4add-b357-ca5ff848ebfb\", \"026f36f2-449c-4aba-9f91-18955cb96bac\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.268}, \"1958\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-02 06:36:52.000000+00:00\", \"2021-01-20 21:11:46.000000+00:00\", \"2020-04-23 06:25:36.000000+00:00\", \"2022-10-12 20:35:07.000000+00:00\", \"2020-03-11 15:20:59.000000+00:00\", \"2020-10-16 07:53:26.000000+00:00\", \"2019-05-25 22:54:16.000000+00:00\", \"2022-01-10 04:39:05.000000+00:00\", \"2023-06-15 18:05:10.000000+00:00\", \"2020-02-08 06:16:10.000000+00:00\", \"2020-06-17 01:16:09.000000+00:00\"], \"session_ids\": [\"036872ad-1a6c-4214-9764-dff031178a84\", \"7229eaad-eef4-4a46-840e-308294d4590b\", \"85ff1ae4-6114-4fd0-8084-c4cd8dd6467e\", \"1ac4dab2-ad39-45d1-90b0-993dec359934\", \"e9907c91-4320-4d84-8800-45df4b2785bb\", \"8d9c9725-5589-4b04-979a-467508532953\", \"94aea9f6-dcaf-4b73-8dfb-800685e57d0e\", \"46ac4b24-8877-4cfb-9320-accc2819eadc\", \"6b27c1f0-f5b5-4f5c-90a1-798a10381a51\", \"e06ff808-fb5a-46d6-87cf-35cf91ee6ef1\", \"00168168-d4c0-466c-97aa-450edcb23944\"], \"total_duration\": 3334.0, \"total_sessions\": 11, \"mean_week_duration\": 15.726}, \"12618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-29 02:41:31.000000+00:00\", \"2023-03-04 17:09:36.000000+00:00\"], \"session_ids\": [\"92444c76-d0ea-4533-b29a-5f7dc0722399\", \"f8bf5098-f015-4f89-a840-ae4e44fbcba1\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 8.75}, \"83588\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-10-08 20:01:19.000000+00:00\", \"2020-10-20 20:48:57.000000+00:00\", \"2019-12-27 18:24:57.000000+00:00\", \"2023-04-04 11:45:29.000000+00:00\", \"2019-10-28 02:01:40.000000+00:00\", \"2023-03-06 14:43:42.000000+00:00\", \"2019-06-13 18:26:27.000000+00:00\", \"2021-08-19 23:40:26.000000+00:00\"], \"session_ids\": [\"0ed3c16c-a466-45cd-aa2d-a4f7e976aade\", \"066056d4-2763-4074-807a-13d4a4d27991\", \"bc9252be-07a5-48b2-8f40-81e73c98bf4f\", \"4658b25a-ecf7-4c99-8124-b5ad741d94bd\", \"0bbdafaa-4d5e-454e-a45f-7d40dd84b921\", \"fdb24842-4d20-495e-be53-742d10366f3e\", \"3deb359f-0c57-47bf-8f26-5f488b2dbcb5\", \"a900f8be-e412-4013-ad17-98af66f64f17\"], \"total_duration\": 5449.0, \"total_sessions\": 8, \"mean_week_duration\": 27.382}, \"91027\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-06-14 10:48:37.000000+00:00\", \"2020-12-14 00:07:00.000000+00:00\", \"2020-01-07 17:56:48.000000+00:00\", \"2023-06-29 09:09:09.000000+00:00\"], \"session_ids\": [\"31eaccbf-a0d6-4200-b69e-9be54738aff7\", \"4d147afb-1639-49a7-b0ac-0bb5c5c584e8\", \"1af7a082-4515-449c-83ba-7e4026fae1ca\", \"45b2bd0f-595f-40f4-9c2b-79aff2968f90\"], \"total_duration\": 1045.0, \"total_sessions\": 4, \"mean_week_duration\": 5.742}, \"37794\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-03-16 00:18:54.000000+00:00\", \"2022-10-27 05:02:27.000000+00:00\"], \"session_ids\": [\"d6a0c11d-f4fb-4594-beda-af5782898661\", \"b41e0cb6-5b3e-4322-9daa-8333dc53815d\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 2.723}, \"86613\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-06-24 15:15:50.000000+00:00\", \"2020-08-25 12:33:34.000000+00:00\", \"2020-05-08 03:59:26.000000+00:00\"], \"session_ids\": [\"5b170d5e-66ad-4ea3-8056-ab73859b30e1\", \"56947906-a3f0-43fc-867d-b8fad837a959\", \"0e6012ad-3681-47fa-ac38-5872a7796e90\"], \"total_duration\": 502.0, \"total_sessions\": 3, \"mean_week_duration\": 8.508}, \"39140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-02-20 00:42:17.000000+00:00\", \"2019-01-27 10:59:09.000000+00:00\"], \"session_ids\": [\"b4acf304-ecad-41be-9735-fe0c0ca17c78\", \"3c487413-4f59-4b26-b7b9-98ad86635b5d\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.306}, \"68067\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-14 23:09:55.000000+00:00\", \"2023-05-20 04:08:35.000000+00:00\"], \"session_ids\": [\"49bc563e-38e7-4b79-813e-e454b90c1af3\", \"b6a275b4-1b21-4af7-9d11-bbadb2407507\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.44}, \"33029\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-10-04 01:24:46.000000+00:00\", \"2021-10-18 07:03:06.000000+00:00\"], \"session_ids\": [\"84055264-e151-41af-8377-306c85574a1c\", \"b8ed0ecf-30a7-4892-b980-91da8d206df9\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 117.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or less than 3 and are equal or greater than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[3, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"59459\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-22 16:44:57.000000+00:00\", \"2019-06-01 00:22:31.000000+00:00\"], \"session_ids\": [\"6e88d79f-1c15-4add-b357-ca5ff848ebfb\", \"026f36f2-449c-4aba-9f91-18955cb96bac\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.268}, \"12618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-29 02:41:31.000000+00:00\", \"2023-03-04 17:09:36.000000+00:00\"], \"session_ids\": [\"92444c76-d0ea-4533-b29a-5f7dc0722399\", \"f8bf5098-f015-4f89-a840-ae4e44fbcba1\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 8.75}, \"37794\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-03-16 00:18:54.000000+00:00\", \"2022-10-27 05:02:27.000000+00:00\"], \"session_ids\": [\"d6a0c11d-f4fb-4594-beda-af5782898661\", \"b41e0cb6-5b3e-4322-9daa-8333dc53815d\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 2.723}, \"86613\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-06-24 15:15:50.000000+00:00\", \"2020-08-25 12:33:34.000000+00:00\", \"2020-05-08 03:59:26.000000+00:00\"], \"session_ids\": [\"5b170d5e-66ad-4ea3-8056-ab73859b30e1\", \"56947906-a3f0-43fc-867d-b8fad837a959\", \"0e6012ad-3681-47fa-ac38-5872a7796e90\"], \"total_duration\": 502.0, \"total_sessions\": 3, \"mean_week_duration\": 8.508}, \"39140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-02-20 00:42:17.000000+00:00\", \"2019-01-27 10:59:09.000000+00:00\"], \"session_ids\": [\"b4acf304-ecad-41be-9735-fe0c0ca17c78\", \"3c487413-4f59-4b26-b7b9-98ad86635b5d\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.306}, \"68067\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-14 23:09:55.000000+00:00\", \"2023-05-20 04:08:35.000000+00:00\"], \"session_ids\": [\"49bc563e-38e7-4b79-813e-e454b90c1af3\", \"b6a275b4-1b21-4af7-9d11-bbadb2407507\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.44}, \"33029\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-10-04 01:24:46.000000+00:00\", \"2021-10-18 07:03:06.000000+00:00\"], \"session_ids\": [\"84055264-e151-41af-8377-306c85574a1c\", \"b8ed0ecf-30a7-4892-b980-91da8d206df9\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 117.0}, \"1958\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-02 06:36:52.000000+00:00\", \"2021-01-20 21:11:46.000000+00:00\", \"2020-04-23 06:25:36.000000+00:00\", \"2022-10-12 20:35:07.000000+00:00\", \"2020-03-11 15:20:59.000000+00:00\", \"2020-10-16 07:53:26.000000+00:00\", \"2019-05-25 22:54:16.000000+00:00\", \"2022-01-10 04:39:05.000000+00:00\", \"2023-06-15 18:05:10.000000+00:00\", \"2020-02-08 06:16:10.000000+00:00\", \"2020-06-17 01:16:09.000000+00:00\"], \"session_ids\": [\"036872ad-1a6c-4214-9764-dff031178a84\", \"7229eaad-eef4-4a46-840e-308294d4590b\", \"85ff1ae4-6114-4fd0-8084-c4cd8dd6467e\", \"1ac4dab2-ad39-45d1-90b0-993dec359934\", \"e9907c91-4320-4d84-8800-45df4b2785bb\", \"8d9c9725-5589-4b04-979a-467508532953\", \"94aea9f6-dcaf-4b73-8dfb-800685e57d0e\", \"46ac4b24-8877-4cfb-9320-accc2819eadc\", \"6b27c1f0-f5b5-4f5c-90a1-798a10381a51\", \"e06ff808-fb5a-46d6-87cf-35cf91ee6ef1\", \"00168168-d4c0-466c-97aa-450edcb23944\"], \"total_duration\": 3334.0, \"total_sessions\": 11, \"mean_week_duration\": 15.726}, \"83588\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-10-08 20:01:19.000000+00:00\", \"2020-10-20 20:48:57.000000+00:00\", \"2019-12-27 18:24:57.000000+00:00\", \"2023-04-04 11:45:29.000000+00:00\", \"2019-10-28 02:01:40.000000+00:00\", \"2023-03-06 14:43:42.000000+00:00\", \"2019-06-13 18:26:27.000000+00:00\", \"2021-08-19 23:40:26.000000+00:00\"], \"session_ids\": [\"0ed3c16c-a466-45cd-aa2d-a4f7e976aade\", \"066056d4-2763-4074-807a-13d4a4d27991\", \"bc9252be-07a5-48b2-8f40-81e73c98bf4f\", \"4658b25a-ecf7-4c99-8124-b5ad741d94bd\", \"0bbdafaa-4d5e-454e-a45f-7d40dd84b921\", \"fdb24842-4d20-495e-be53-742d10366f3e\", \"3deb359f-0c57-47bf-8f26-5f488b2dbcb5\", \"a900f8be-e412-4013-ad17-98af66f64f17\"], \"total_duration\": 5449.0, \"total_sessions\": 8, \"mean_week_duration\": 27.382}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"39140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-02-20 00:42:17.000000+00:00\", \"2019-01-27 10:59:09.000000+00:00\"], \"session_ids\": [\"b4acf304-ecad-41be-9735-fe0c0ca17c78\", \"3c487413-4f59-4b26-b7b9-98ad86635b5d\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.306}}, {\"12618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-29 02:41:31.000000+00:00\", \"2023-03-04 17:09:36.000000+00:00\"], \"session_ids\": [\"92444c76-d0ea-4533-b29a-5f7dc0722399\", \"f8bf5098-f015-4f89-a840-ae4e44fbcba1\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 8.75}}, {\"83588\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2021-10-08 20:01:19.000000+00:00\", \"2020-10-20 20:48:57.000000+00:00\", \"2019-12-27 18:24:57.000000+00:00\", \"2023-04-04 11:45:29.000000+00:00\", \"2019-10-28 02:01:40.000000+00:00\", \"2023-03-06 14:43:42.000000+00:00\", \"2019-06-13 18:26:27.000000+00:00\", \"2021-08-19 23:40:26.000000+00:00\"], \"session_ids\": [\"0ed3c16c-a466-45cd-aa2d-a4f7e976aade\", \"066056d4-2763-4074-807a-13d4a4d27991\", \"bc9252be-07a5-48b2-8f40-81e73c98bf4f\", \"4658b25a-ecf7-4c99-8124-b5ad741d94bd\", \"0bbdafaa-4d5e-454e-a45f-7d40dd84b921\", \"fdb24842-4d20-495e-be53-742d10366f3e\", \"3deb359f-0c57-47bf-8f26-5f488b2dbcb5\", \"a900f8be-e412-4013-ad17-98af66f64f17\"], \"total_duration\": 5449.0, \"total_sessions\": 8, \"mean_week_duration\": 27.382}}, {\"33029\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-10-04 01:24:46.000000+00:00\", \"2021-10-18 07:03:06.000000+00:00\"], \"session_ids\": [\"84055264-e151-41af-8377-306c85574a1c\", \"b8ed0ecf-30a7-4892-b980-91da8d206df9\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 117.0}}, {\"59459\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-22 16:44:57.000000+00:00\", \"2019-06-01 00:22:31.000000+00:00\"], \"session_ids\": [\"6e88d79f-1c15-4add-b357-ca5ff848ebfb\", \"026f36f2-449c-4aba-9f91-18955cb96bac\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.268}}, {\"37794\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-03-16 00:18:54.000000+00:00\", \"2022-10-27 05:02:27.000000+00:00\"], \"session_ids\": [\"d6a0c11d-f4fb-4594-beda-af5782898661\", \"b41e0cb6-5b3e-4322-9daa-8333dc53815d\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 2.723}}, {\"86613\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-06-24 15:15:50.000000+00:00\", \"2020-08-25 12:33:34.000000+00:00\", \"2020-05-08 03:59:26.000000+00:00\"], \"session_ids\": [\"5b170d5e-66ad-4ea3-8056-ab73859b30e1\", \"56947906-a3f0-43fc-867d-b8fad837a959\", \"0e6012ad-3681-47fa-ac38-5872a7796e90\"], \"total_duration\": 502.0, \"total_sessions\": 3, \"mean_week_duration\": 8.508}}, {\"68067\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-03-14 23:09:55.000000+00:00\", \"2023-05-20 04:08:35.000000+00:00\"], \"session_ids\": [\"49bc563e-38e7-4b79-813e-e454b90c1af3\", \"b6a275b4-1b21-4af7-9d11-bbadb2407507\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.44}}, {\"1958\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-02-02 06:36:52.000000+00:00\", \"2021-01-20 21:11:46.000000+00:00\", \"2020-04-23 06:25:36.000000+00:00\", \"2022-10-12 20:35:07.000000+00:00\", \"2020-03-11 15:20:59.000000+00:00\", \"2020-10-16 07:53:26.000000+00:00\", \"2019-05-25 22:54:16.000000+00:00\", \"2022-01-10 04:39:05.000000+00:00\", \"2023-06-15 18:05:10.000000+00:00\", \"2020-02-08 06:16:10.000000+00:00\", \"2020-06-17 01:16:09.000000+00:00\"], \"session_ids\": [\"036872ad-1a6c-4214-9764-dff031178a84\", \"7229eaad-eef4-4a46-840e-308294d4590b\", \"85ff1ae4-6114-4fd0-8084-c4cd8dd6467e\", \"1ac4dab2-ad39-45d1-90b0-993dec359934\", \"e9907c91-4320-4d84-8800-45df4b2785bb\", \"8d9c9725-5589-4b04-979a-467508532953\", \"94aea9f6-dcaf-4b73-8dfb-800685e57d0e\", \"46ac4b24-8877-4cfb-9320-accc2819eadc\", \"6b27c1f0-f5b5-4f5c-90a1-798a10381a51\", \"e06ff808-fb5a-46d6-87cf-35cf91ee6ef1\", \"00168168-d4c0-466c-97aa-450edcb23944\"], \"total_duration\": 3334.0, \"total_sessions\": 11, \"mean_week_duration\": 15.726}}]\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[{\"39140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-02-20 00:42:17.000000+00:00\", \"2019-01-27 10:59:09.000000+00:00\"], \"session_ids\": [\"b4acf304-ecad-41be-9735-fe0c0ca17c78\", \"3c487413-4f59-4b26-b7b9-98ad86635b5d\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.306}}, {\"12618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-29 02:41:31.000000+00:00\", \"2023-03-04 17:09:36.000000+00:00\"], \"session_ids\": [\"92444c76-d0ea-4533-b29a-5f7dc0722399\", \"f8bf5098-f015-4f89-a840-ae4e44fbcba1\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 8.75}}]\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[{\"39140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2022-02-20 00:42:17.000000+00:00\", \"2019-01-27 10:59:09.000000+00:00\"], \"session_ids\": [\"b4acf304-ecad-41be-9735-fe0c0ca17c78\", \"3c487413-4f59-4b26-b7b9-98ad86635b5d\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.306}}, {\"12618\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-06-29 02:41:31.000000+00:00\", \"2023-03-04 17:09:36.000000+00:00\"], \"session_ids\": [\"92444c76-d0ea-4533-b29a-5f7dc0722399\", \"f8bf5098-f015-4f89-a840-ae4e44fbcba1\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 8.75}}]\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 users pieces of information who don't belong to cities Vienna, Madrid, Edinburgh, Santiago, London plus put to use sorting by name of the city from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91860\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-21 11:52:08.000000+00:00\", \"2022-03-24 13:52:50.000000+00:00\"], \"session_ids\": [\"5d1df879-b039-4c40-9d1c-ffd8853e4c83\", \"b968d607-3565-45b6-90fc-058550074c38\"], \"total_duration\": 477.0, \"total_sessions\": 2, \"mean_week_duration\": 4.376}, \"52141\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-15 01:09:47.000000+00:00\", \"2019-07-10 11:46:31.000000+00:00\", \"2019-09-03 21:00:22.000000+00:00\"], \"session_ids\": [\"05a57fab-a290-451b-afaa-ec837878b2f9\", \"2eb80492-06d1-4eb3-8b9a-2294b7a69693\", \"5664570c-f6ae-4d01-b7ea-32a3b1082399\"], \"total_duration\": 1087.0, \"total_sessions\": 3, \"mean_week_duration\": 11.206}, \"37716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-16 11:11:31.000000+00:00\", \"2020-03-18 12:49:06.000000+00:00\", \"2020-06-10 06:51:59.000000+00:00\", \"2019-01-04 22:31:27.000000+00:00\", \"2019-01-24 06:14:09.000000+00:00\", \"2022-09-11 00:51:48.000000+00:00\", \"2020-08-05 15:23:24.000000+00:00\"], \"session_ids\": [\"7510817d-4f53-4a3c-bd66-23a86d946511\", \"3db274fd-6f4f-4bbc-b833-7562853846f5\", \"cd5f2671-49a3-41ea-927a-4acf8b083e01\", \"0e84a577-7e2b-49f8-93d8-5570b1ddb614\", \"78028216-d893-4e35-85a6-ecfb487b8c76\", \"0e4b3c42-64c7-462e-8476-582ef9b9441c\", \"20baae03-c3fd-43bb-aaad-b224be879178\"], \"total_duration\": 88.0, \"total_sessions\": 7, \"mean_week_duration\": 0.456}, \"54804\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-16 18:13:07.000000+00:00\", \"2022-11-07 19:28:35.000000+00:00\", \"2022-11-05 07:51:05.000000+00:00\"], \"session_ids\": [\"fb783b4b-7ff8-4c04-b52c-aac96adb9e1a\", \"c231db1f-e7b9-4f99-a62e-f36a171b3f5a\", \"dd06fc42-e9f3-4b4e-8620-5bfbd0b9f36f\"], \"total_duration\": 234.0, \"total_sessions\": 3, \"mean_week_duration\": 1.5}, \"24140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-18 19:24:30.000000+00:00\", \"2019-12-14 23:12:58.000000+00:00\", \"2023-06-18 05:30:47.000000+00:00\"], \"session_ids\": [\"ea003dc2-3ac1-44c3-80ec-b620078e00d1\", \"973ee07a-6b82-48c7-bad4-f002833d2d3f\", \"60105300-5363-439b-a48e-0048bacbd1dc\"], \"total_duration\": 273.0, \"total_sessions\": 3, \"mean_week_duration\": 1.492}, \"12250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-24 23:05:58.000000+00:00\", \"2021-02-06 04:32:45.000000+00:00\"], \"session_ids\": [\"27ba7c3c-716b-4c19-9b53-e85b9c07ac7b\", \"2123e296-44fb-4f9f-a94c-deadc7153027\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.255}, \"89128\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-02-21 18:30:05.000000+00:00\", \"2022-08-02 06:24:58.000000+00:00\", \"2020-10-12 12:14:25.000000+00:00\", \"2022-07-31 12:27:00.000000+00:00\", \"2019-09-15 16:03:38.000000+00:00\", \"2021-05-21 02:18:53.000000+00:00\", \"2021-03-15 16:45:20.000000+00:00\"], \"session_ids\": [\"905ef6ba-8509-40d9-9116-602a5bd8789c\", \"caf15c94-e9c9-459c-9a44-a46fc140c54f\", \"27e78d8f-e924-4bd0-806b-29c8b91f46a7\", \"3e1b4834-041a-4eea-837b-7d6464a6fe57\", \"43312604-83f0-46fa-80ff-a433252e5061\", \"22a63357-37f8-40ab-9baa-3aa2fce5cc59\", \"f717b707-5ab0-4323-83b7-32a3d138c8dc\"], \"total_duration\": 762.0, \"total_sessions\": 7, \"mean_week_duration\": 5.046}, \"24106\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-04-22 01:29:28.000000+00:00\", \"2021-06-11 23:13:54.000000+00:00\"], \"session_ids\": [\"db5fd37d-34e4-4b15-968a-ef9338a0fbfd\", \"d33bbf8c-0044-4557-96be-3087ca6aed3e\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 3.4}, \"55954\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-09-21 11:27:53.000000+00:00\", \"2021-09-17 15:44:34.000000+00:00\"], \"session_ids\": [\"2a91c596-9fe9-4dc6-b662-b82e67151c67\", \"fdf0b2d8-9fe3-4ad6-9c2b-3cb2e9225f31\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 2.151}, \"41915\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-06-03 03:04:09.000000+00:00\", \"2019-09-14 22:10:03.000000+00:00\"], \"session_ids\": [\"8efe6c32-24e2-4f83-ad89-92bae8464c20\", \"7bd6944f-4461-42bb-b8c7-2b49ebe4a81c\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.314}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Vienna, Madrid, Edinburgh, Santiago, London"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Vienna\", \"Madrid\", \"Edinburgh\", \"Santiago\", \"London\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91860\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-21 11:52:08.000000+00:00\", \"2022-03-24 13:52:50.000000+00:00\"], \"session_ids\": [\"5d1df879-b039-4c40-9d1c-ffd8853e4c83\", \"b968d607-3565-45b6-90fc-058550074c38\"], \"total_duration\": 477.0, \"total_sessions\": 2, \"mean_week_duration\": 4.376}, \"52141\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-15 01:09:47.000000+00:00\", \"2019-07-10 11:46:31.000000+00:00\", \"2019-09-03 21:00:22.000000+00:00\"], \"session_ids\": [\"05a57fab-a290-451b-afaa-ec837878b2f9\", \"2eb80492-06d1-4eb3-8b9a-2294b7a69693\", \"5664570c-f6ae-4d01-b7ea-32a3b1082399\"], \"total_duration\": 1087.0, \"total_sessions\": 3, \"mean_week_duration\": 11.206}, \"37716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-16 11:11:31.000000+00:00\", \"2020-03-18 12:49:06.000000+00:00\", \"2020-06-10 06:51:59.000000+00:00\", \"2019-01-04 22:31:27.000000+00:00\", \"2019-01-24 06:14:09.000000+00:00\", \"2022-09-11 00:51:48.000000+00:00\", \"2020-08-05 15:23:24.000000+00:00\"], \"session_ids\": [\"7510817d-4f53-4a3c-bd66-23a86d946511\", \"3db274fd-6f4f-4bbc-b833-7562853846f5\", \"cd5f2671-49a3-41ea-927a-4acf8b083e01\", \"0e84a577-7e2b-49f8-93d8-5570b1ddb614\", \"78028216-d893-4e35-85a6-ecfb487b8c76\", \"0e4b3c42-64c7-462e-8476-582ef9b9441c\", \"20baae03-c3fd-43bb-aaad-b224be879178\"], \"total_duration\": 88.0, \"total_sessions\": 7, \"mean_week_duration\": 0.456}, \"54804\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-16 18:13:07.000000+00:00\", \"2022-11-07 19:28:35.000000+00:00\", \"2022-11-05 07:51:05.000000+00:00\"], \"session_ids\": [\"fb783b4b-7ff8-4c04-b52c-aac96adb9e1a\", \"c231db1f-e7b9-4f99-a62e-f36a171b3f5a\", \"dd06fc42-e9f3-4b4e-8620-5bfbd0b9f36f\"], \"total_duration\": 234.0, \"total_sessions\": 3, \"mean_week_duration\": 1.5}, \"24140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-18 19:24:30.000000+00:00\", \"2019-12-14 23:12:58.000000+00:00\", \"2023-06-18 05:30:47.000000+00:00\"], \"session_ids\": [\"ea003dc2-3ac1-44c3-80ec-b620078e00d1\", \"973ee07a-6b82-48c7-bad4-f002833d2d3f\", \"60105300-5363-439b-a48e-0048bacbd1dc\"], \"total_duration\": 273.0, \"total_sessions\": 3, \"mean_week_duration\": 1.492}, \"12250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-24 23:05:58.000000+00:00\", \"2021-02-06 04:32:45.000000+00:00\"], \"session_ids\": [\"27ba7c3c-716b-4c19-9b53-e85b9c07ac7b\", \"2123e296-44fb-4f9f-a94c-deadc7153027\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.255}, \"89128\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-02-21 18:30:05.000000+00:00\", \"2022-08-02 06:24:58.000000+00:00\", \"2020-10-12 12:14:25.000000+00:00\", \"2022-07-31 12:27:00.000000+00:00\", \"2019-09-15 16:03:38.000000+00:00\", \"2021-05-21 02:18:53.000000+00:00\", \"2021-03-15 16:45:20.000000+00:00\"], \"session_ids\": [\"905ef6ba-8509-40d9-9116-602a5bd8789c\", \"caf15c94-e9c9-459c-9a44-a46fc140c54f\", \"27e78d8f-e924-4bd0-806b-29c8b91f46a7\", \"3e1b4834-041a-4eea-837b-7d6464a6fe57\", \"43312604-83f0-46fa-80ff-a433252e5061\", \"22a63357-37f8-40ab-9baa-3aa2fce5cc59\", \"f717b707-5ab0-4323-83b7-32a3d138c8dc\"], \"total_duration\": 762.0, \"total_sessions\": 7, \"mean_week_duration\": 5.046}, \"24106\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-04-22 01:29:28.000000+00:00\", \"2021-06-11 23:13:54.000000+00:00\"], \"session_ids\": [\"db5fd37d-34e4-4b15-968a-ef9338a0fbfd\", \"d33bbf8c-0044-4557-96be-3087ca6aed3e\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 3.4}, \"55954\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-09-21 11:27:53.000000+00:00\", \"2021-09-17 15:44:34.000000+00:00\"], \"session_ids\": [\"2a91c596-9fe9-4dc6-b662-b82e67151c67\", \"fdf0b2d8-9fe3-4ad6-9c2b-3cb2e9225f31\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 2.151}, \"41915\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-06-03 03:04:09.000000+00:00\", \"2019-09-14 22:10:03.000000+00:00\"], \"session_ids\": [\"8efe6c32-24e2-4f83-ad89-92bae8464c20\", \"7bd6944f-4461-42bb-b8c7-2b49ebe4a81c\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.314}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"24106\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-04-22 01:29:28.000000+00:00\", \"2021-06-11 23:13:54.000000+00:00\"], \"session_ids\": [\"db5fd37d-34e4-4b15-968a-ef9338a0fbfd\", \"d33bbf8c-0044-4557-96be-3087ca6aed3e\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 3.4}}, {\"41915\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-06-03 03:04:09.000000+00:00\", \"2019-09-14 22:10:03.000000+00:00\"], \"session_ids\": [\"8efe6c32-24e2-4f83-ad89-92bae8464c20\", \"7bd6944f-4461-42bb-b8c7-2b49ebe4a81c\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.314}}, {\"37716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-16 11:11:31.000000+00:00\", \"2020-03-18 12:49:06.000000+00:00\", \"2020-06-10 06:51:59.000000+00:00\", \"2019-01-04 22:31:27.000000+00:00\", \"2019-01-24 06:14:09.000000+00:00\", \"2022-09-11 00:51:48.000000+00:00\", \"2020-08-05 15:23:24.000000+00:00\"], \"session_ids\": [\"7510817d-4f53-4a3c-bd66-23a86d946511\", \"3db274fd-6f4f-4bbc-b833-7562853846f5\", \"cd5f2671-49a3-41ea-927a-4acf8b083e01\", \"0e84a577-7e2b-49f8-93d8-5570b1ddb614\", \"78028216-d893-4e35-85a6-ecfb487b8c76\", \"0e4b3c42-64c7-462e-8476-582ef9b9441c\", \"20baae03-c3fd-43bb-aaad-b224be879178\"], \"total_duration\": 88.0, \"total_sessions\": 7, \"mean_week_duration\": 0.456}}, {\"54804\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-16 18:13:07.000000+00:00\", \"2022-11-07 19:28:35.000000+00:00\", \"2022-11-05 07:51:05.000000+00:00\"], \"session_ids\": [\"fb783b4b-7ff8-4c04-b52c-aac96adb9e1a\", \"c231db1f-e7b9-4f99-a62e-f36a171b3f5a\", \"dd06fc42-e9f3-4b4e-8620-5bfbd0b9f36f\"], \"total_duration\": 234.0, \"total_sessions\": 3, \"mean_week_duration\": 1.5}}, {\"55954\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-09-21 11:27:53.000000+00:00\", \"2021-09-17 15:44:34.000000+00:00\"], \"session_ids\": [\"2a91c596-9fe9-4dc6-b662-b82e67151c67\", \"fdf0b2d8-9fe3-4ad6-9c2b-3cb2e9225f31\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 2.151}}, {\"24140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-18 19:24:30.000000+00:00\", \"2019-12-14 23:12:58.000000+00:00\", \"2023-06-18 05:30:47.000000+00:00\"], \"session_ids\": [\"ea003dc2-3ac1-44c3-80ec-b620078e00d1\", \"973ee07a-6b82-48c7-bad4-f002833d2d3f\", \"60105300-5363-439b-a48e-0048bacbd1dc\"], \"total_duration\": 273.0, \"total_sessions\": 3, \"mean_week_duration\": 1.492}}, {\"12250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-24 23:05:58.000000+00:00\", \"2021-02-06 04:32:45.000000+00:00\"], \"session_ids\": [\"27ba7c3c-716b-4c19-9b53-e85b9c07ac7b\", \"2123e296-44fb-4f9f-a94c-deadc7153027\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.255}}, {\"91860\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-21 11:52:08.000000+00:00\", \"2022-03-24 13:52:50.000000+00:00\"], \"session_ids\": [\"5d1df879-b039-4c40-9d1c-ffd8853e4c83\", \"b968d607-3565-45b6-90fc-058550074c38\"], \"total_duration\": 477.0, \"total_sessions\": 2, \"mean_week_duration\": 4.376}}, {\"52141\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-15 01:09:47.000000+00:00\", \"2019-07-10 11:46:31.000000+00:00\", \"2019-09-03 21:00:22.000000+00:00\"], \"session_ids\": [\"05a57fab-a290-451b-afaa-ec837878b2f9\", \"2eb80492-06d1-4eb3-8b9a-2294b7a69693\", \"5664570c-f6ae-4d01-b7ea-32a3b1082399\"], \"total_duration\": 1087.0, \"total_sessions\": 3, \"mean_week_duration\": 11.206}}, {\"89128\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-02-21 18:30:05.000000+00:00\", \"2022-08-02 06:24:58.000000+00:00\", \"2020-10-12 12:14:25.000000+00:00\", \"2022-07-31 12:27:00.000000+00:00\", \"2019-09-15 16:03:38.000000+00:00\", \"2021-05-21 02:18:53.000000+00:00\", \"2021-03-15 16:45:20.000000+00:00\"], \"session_ids\": [\"905ef6ba-8509-40d9-9116-602a5bd8789c\", \"caf15c94-e9c9-459c-9a44-a46fc140c54f\", \"27e78d8f-e924-4bd0-806b-29c8b91f46a7\", \"3e1b4834-041a-4eea-837b-7d6464a6fe57\", \"43312604-83f0-46fa-80ff-a433252e5061\", \"22a63357-37f8-40ab-9baa-3aa2fce5cc59\", \"f717b707-5ab0-4323-83b7-32a3d138c8dc\"], \"total_duration\": 762.0, \"total_sessions\": 7, \"mean_week_duration\": 5.046}}]\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[{\"24106\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-04-22 01:29:28.000000+00:00\", \"2021-06-11 23:13:54.000000+00:00\"], \"session_ids\": [\"db5fd37d-34e4-4b15-968a-ef9338a0fbfd\", \"d33bbf8c-0044-4557-96be-3087ca6aed3e\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 3.4}}, {\"41915\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-06-03 03:04:09.000000+00:00\", \"2019-09-14 22:10:03.000000+00:00\"], \"session_ids\": [\"8efe6c32-24e2-4f83-ad89-92bae8464c20\", \"7bd6944f-4461-42bb-b8c7-2b49ebe4a81c\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.314}}, {\"37716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-10-16 11:11:31.000000+00:00\", \"2020-03-18 12:49:06.000000+00:00\", \"2020-06-10 06:51:59.000000+00:00\", \"2019-01-04 22:31:27.000000+00:00\", \"2019-01-24 06:14:09.000000+00:00\", \"2022-09-11 00:51:48.000000+00:00\", \"2020-08-05 15:23:24.000000+00:00\"], \"session_ids\": [\"7510817d-4f53-4a3c-bd66-23a86d946511\", \"3db274fd-6f4f-4bbc-b833-7562853846f5\", \"cd5f2671-49a3-41ea-927a-4acf8b083e01\", \"0e84a577-7e2b-49f8-93d8-5570b1ddb614\", \"78028216-d893-4e35-85a6-ecfb487b8c76\", \"0e4b3c42-64c7-462e-8476-582ef9b9441c\", \"20baae03-c3fd-43bb-aaad-b224be879178\"], \"total_duration\": 88.0, \"total_sessions\": 7, \"mean_week_duration\": 0.456}}, {\"54804\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-16 18:13:07.000000+00:00\", \"2022-11-07 19:28:35.000000+00:00\", \"2022-11-05 07:51:05.000000+00:00\"], \"session_ids\": [\"fb783b4b-7ff8-4c04-b52c-aac96adb9e1a\", \"c231db1f-e7b9-4f99-a62e-f36a171b3f5a\", \"dd06fc42-e9f3-4b4e-8620-5bfbd0b9f36f\"], \"total_duration\": 234.0, \"total_sessions\": 3, \"mean_week_duration\": 1.5}}, {\"55954\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-09-21 11:27:53.000000+00:00\", \"2021-09-17 15:44:34.000000+00:00\"], \"session_ids\": [\"2a91c596-9fe9-4dc6-b662-b82e67151c67\", \"fdf0b2d8-9fe3-4ad6-9c2b-3cb2e9225f31\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 2.151}}, {\"24140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-18 19:24:30.000000+00:00\", \"2019-12-14 23:12:58.000000+00:00\", \"2023-06-18 05:30:47.000000+00:00\"], \"session_ids\": [\"ea003dc2-3ac1-44c3-80ec-b620078e00d1\", \"973ee07a-6b82-48c7-bad4-f002833d2d3f\", \"60105300-5363-439b-a48e-0048bacbd1dc\"], \"total_duration\": 273.0, \"total_sessions\": 3, \"mean_week_duration\": 1.492}}, {\"12250\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-24 23:05:58.000000+00:00\", \"2021-02-06 04:32:45.000000+00:00\"], \"session_ids\": [\"27ba7c3c-716b-4c19-9b53-e85b9c07ac7b\", \"2123e296-44fb-4f9f-a94c-deadc7153027\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.255}}, {\"91860\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-21 11:52:08.000000+00:00\", \"2022-03-24 13:52:50.000000+00:00\"], \"session_ids\": [\"5d1df879-b039-4c40-9d1c-ffd8853e4c83\", \"b968d607-3565-45b6-90fc-058550074c38\"], \"total_duration\": 477.0, \"total_sessions\": 2, \"mean_week_duration\": 4.376}}, {\"52141\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-05-15 01:09:47.000000+00:00\", \"2019-07-10 11:46:31.000000+00:00\", \"2019-09-03 21:00:22.000000+00:00\"], \"session_ids\": [\"05a57fab-a290-451b-afaa-ec837878b2f9\", \"2eb80492-06d1-4eb3-8b9a-2294b7a69693\", \"5664570c-f6ae-4d01-b7ea-32a3b1082399\"], \"total_duration\": 1087.0, \"total_sessions\": 3, \"mean_week_duration\": 11.206}}, {\"89128\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-02-21 18:30:05.000000+00:00\", \"2022-08-02 06:24:58.000000+00:00\", \"2020-10-12 12:14:25.000000+00:00\", \"2022-07-31 12:27:00.000000+00:00\", \"2019-09-15 16:03:38.000000+00:00\", \"2021-05-21 02:18:53.000000+00:00\", \"2021-03-15 16:45:20.000000+00:00\"], \"session_ids\": [\"905ef6ba-8509-40d9-9116-602a5bd8789c\", \"caf15c94-e9c9-459c-9a44-a46fc140c54f\", \"27e78d8f-e924-4bd0-806b-29c8b91f46a7\", \"3e1b4834-041a-4eea-837b-7d6464a6fe57\", \"43312604-83f0-46fa-80ff-a433252e5061\", \"22a63357-37f8-40ab-9baa-3aa2fce5cc59\", \"f717b707-5ab0-4323-83b7-32a3d138c8dc\"], \"total_duration\": 762.0, \"total_sessions\": 7, \"mean_week_duration\": 5.046}}]\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 user to me who has sessions count less than 10 and (not including) greater than 2 , execute sorting by total_sessions in descending 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{\"20589\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-03 04:23:14.000000+00:00\", \"2019-01-31 03:25:53.000000+00:00\", \"2020-06-20 22:02:22.000000+00:00\", \"2021-02-17 09:02:42.000000+00:00\", \"2021-04-26 16:48:48.000000+00:00\", \"2020-03-08 07:19:20.000000+00:00\", \"2021-08-19 13:56:12.000000+00:00\", \"2020-04-03 19:08:35.000000+00:00\"], \"session_ids\": [\"90a4e463-ccb0-40fd-8e74-2a32cba7467c\", \"7440b7d5-0335-49e2-a2e1-d3d6693f0722\", \"8657d029-6620-4afd-8438-6167344676a7\", \"c6c1f0d8-142f-4141-acdd-6ce718372fd2\", \"d504d060-534b-4fd2-baad-0c4a5820c42a\", \"7a64db86-664c-4770-af1a-29440cb59e1a\", \"8217af4e-aa0b-4e6d-b864-e37ef5f8b2e3\", \"fd40c57c-4100-479c-af1f-e8fa5b5c0ab6\"], \"total_duration\": 1042.0, \"total_sessions\": 8, \"mean_week_duration\": 6.277}, \"84293\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-31 03:33:52.000000+00:00\", \"2021-03-01 04:20:58.000000+00:00\", \"2023-03-27 10:01:32.000000+00:00\", \"2020-08-25 07:49:06.000000+00:00\", \"2022-02-22 15:50:47.000000+00:00\", \"2019-10-30 07:40:13.000000+00:00\", \"2019-08-09 17:36:24.000000+00:00\"], \"session_ids\": [\"70934646-82f7-4df9-b660-daff7fb15bec\", \"f3950781-4a8e-4b62-b4a7-7127f2a8786b\", \"919dd502-e33b-4fd7-8211-caf808331c9a\", \"31f48754-e5b5-46fb-9be6-49ad3f1d70a9\", \"c5491a0b-2c2d-45c2-b46e-79fb9cc06108\", \"ed78366a-5c60-49ce-9998-17879dfbbce4\", \"c0609902-85c0-4510-8e87-184d1db0a6fe\"], \"total_duration\": 907.0, \"total_sessions\": 7, \"mean_week_duration\": 4.558}, \"48231\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-06-19 10:01:49.000000+00:00\", \"2020-11-16 18:11:13.000000+00:00\"], \"session_ids\": [\"fb26d398-e64c-4b9f-b017-7de83708ca5d\", \"5e2ec145-b91b-436f-9552-c71f04d898b7\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 3.73}, \"88854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-19 15:28:27.000000+00:00\", \"2019-03-26 05:33:16.000000+00:00\"], \"session_ids\": [\"487cccdc-962d-421e-b045-b347bb40ada1\", \"5e7d4dfd-09de-4c2e-ad35-5f3a4c21cd1e\"], \"total_duration\": 357.0, \"total_sessions\": 2, \"mean_week_duration\": 13.731}, \"31688\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-09-08 06:45:44.000000+00:00\", \"2019-12-30 14:41:53.000000+00:00\"], \"session_ids\": [\"08d544e9-27c6-422c-a1f8-6fb6308a489c\", \"ac1162a8-833c-45d6-8d6b-1ab2b6e7773a\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 2.376}, \"2668\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-03-22 12:55:50.000000+00:00\", \"2021-10-30 20:50:09.000000+00:00\", \"2022-03-24 03:07:07.000000+00:00\", \"2022-11-23 02:16:30.000000+00:00\"], \"session_ids\": [\"6a65affe-6a03-4284-bb32-5fd2ea76001f\", \"b708bc77-4436-4d00-9558-d788f98ee95e\", \"118ac05f-308e-4463-b371-8387bd56e981\", \"058cc85d-23ea-4f81-8ae3-8776515e9b71\"], \"total_duration\": 43.0, \"total_sessions\": 4, \"mean_week_duration\": 0.307}, \"28529\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-10-11 20:31:32.000000+00:00\", \"2020-07-12 23:48:48.000000+00:00\", \"2022-02-01 15:20:26.000000+00:00\", \"2020-01-08 23:35:03.000000+00:00\"], \"session_ids\": [\"058b0f4a-8ef3-4d21-8a29-efb4c09a731c\", \"b4bd78c9-2446-46b8-8820-4bbf727f3dc4\", \"2d14cd16-053f-4a5c-af01-9d6e15e5c880\", \"7b14e323-c8b3-4bd2-a669-cecc0edcf64b\"], \"total_duration\": 237.0, \"total_sessions\": 4, \"mean_week_duration\": 2.194}, \"26816\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-01-01 09:16:47.000000+00:00\", \"2020-07-20 08:57:15.000000+00:00\"], \"session_ids\": [\"91ad7af3-c9b0-4d98-821a-a6a2345e51e4\", \"078be936-e8db-4aac-9ee2-dd98558047a4\"], \"total_duration\": 162.0, \"total_sessions\": 2, \"mean_week_duration\": 1.266}, \"34688\": {\"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\": \"Quito\", \"datetimes\": [\"2019-08-12 03:38:21.000000+00:00\", \"2022-07-20 14:05:48.000000+00:00\", \"2023-02-22 01:43:34.000000+00:00\", \"2021-04-12 22:25:06.000000+00:00\", \"2022-05-03 09:05:21.000000+00:00\", \"2021-04-13 23:24:44.000000+00:00\"], \"session_ids\": [\"ff2055af-5c34-4d23-a1da-328be99af808\", \"bc91f0ae-52ae-4361-9334-9adeca2a28f3\", \"ae50a5ff-f792-44bd-a267-a6a46a875b01\", \"4b5b9c21-e3d1-440e-b536-ca0e7928beba\", \"0ebf5914-6d8c-47fc-a2c6-ca080b32d98f\", \"931abf11-ad46-4efe-9971-8837b227996d\"], \"total_duration\": 993.0, \"total_sessions\": 6, \"mean_week_duration\": 5.368}, \"8864\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-25 04:30:12.000000+00:00\", \"2021-06-17 02:01:03.000000+00:00\"], \"session_ids\": [\"d6115647-46ce-401c-ad27-d937f3b641a2\", \"a50c6ab7-05d7-45fd-b318-d0f6ba4ab69d\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.349}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 2 and are equal or less than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[2, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20589\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-03 04:23:14.000000+00:00\", \"2019-01-31 03:25:53.000000+00:00\", \"2020-06-20 22:02:22.000000+00:00\", \"2021-02-17 09:02:42.000000+00:00\", \"2021-04-26 16:48:48.000000+00:00\", \"2020-03-08 07:19:20.000000+00:00\", \"2021-08-19 13:56:12.000000+00:00\", \"2020-04-03 19:08:35.000000+00:00\"], \"session_ids\": [\"90a4e463-ccb0-40fd-8e74-2a32cba7467c\", \"7440b7d5-0335-49e2-a2e1-d3d6693f0722\", \"8657d029-6620-4afd-8438-6167344676a7\", \"c6c1f0d8-142f-4141-acdd-6ce718372fd2\", \"d504d060-534b-4fd2-baad-0c4a5820c42a\", \"7a64db86-664c-4770-af1a-29440cb59e1a\", \"8217af4e-aa0b-4e6d-b864-e37ef5f8b2e3\", \"fd40c57c-4100-479c-af1f-e8fa5b5c0ab6\"], \"total_duration\": 1042.0, \"total_sessions\": 8, \"mean_week_duration\": 6.277}, \"84293\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-31 03:33:52.000000+00:00\", \"2021-03-01 04:20:58.000000+00:00\", \"2023-03-27 10:01:32.000000+00:00\", \"2020-08-25 07:49:06.000000+00:00\", \"2022-02-22 15:50:47.000000+00:00\", \"2019-10-30 07:40:13.000000+00:00\", \"2019-08-09 17:36:24.000000+00:00\"], \"session_ids\": [\"70934646-82f7-4df9-b660-daff7fb15bec\", \"f3950781-4a8e-4b62-b4a7-7127f2a8786b\", \"919dd502-e33b-4fd7-8211-caf808331c9a\", \"31f48754-e5b5-46fb-9be6-49ad3f1d70a9\", \"c5491a0b-2c2d-45c2-b46e-79fb9cc06108\", \"ed78366a-5c60-49ce-9998-17879dfbbce4\", \"c0609902-85c0-4510-8e87-184d1db0a6fe\"], \"total_duration\": 907.0, \"total_sessions\": 7, \"mean_week_duration\": 4.558}, \"2668\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-03-22 12:55:50.000000+00:00\", \"2021-10-30 20:50:09.000000+00:00\", \"2022-03-24 03:07:07.000000+00:00\", \"2022-11-23 02:16:30.000000+00:00\"], \"session_ids\": [\"6a65affe-6a03-4284-bb32-5fd2ea76001f\", \"b708bc77-4436-4d00-9558-d788f98ee95e\", \"118ac05f-308e-4463-b371-8387bd56e981\", \"058cc85d-23ea-4f81-8ae3-8776515e9b71\"], \"total_duration\": 43.0, \"total_sessions\": 4, \"mean_week_duration\": 0.307}, \"28529\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-10-11 20:31:32.000000+00:00\", \"2020-07-12 23:48:48.000000+00:00\", \"2022-02-01 15:20:26.000000+00:00\", \"2020-01-08 23:35:03.000000+00:00\"], \"session_ids\": [\"058b0f4a-8ef3-4d21-8a29-efb4c09a731c\", \"b4bd78c9-2446-46b8-8820-4bbf727f3dc4\", \"2d14cd16-053f-4a5c-af01-9d6e15e5c880\", \"7b14e323-c8b3-4bd2-a669-cecc0edcf64b\"], \"total_duration\": 237.0, \"total_sessions\": 4, \"mean_week_duration\": 2.194}, \"34688\": {\"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\": \"Quito\", \"datetimes\": [\"2019-08-12 03:38:21.000000+00:00\", \"2022-07-20 14:05:48.000000+00:00\", \"2023-02-22 01:43:34.000000+00:00\", \"2021-04-12 22:25:06.000000+00:00\", \"2022-05-03 09:05:21.000000+00:00\", \"2021-04-13 23:24:44.000000+00:00\"], \"session_ids\": [\"ff2055af-5c34-4d23-a1da-328be99af808\", \"bc91f0ae-52ae-4361-9334-9adeca2a28f3\", \"ae50a5ff-f792-44bd-a267-a6a46a875b01\", \"4b5b9c21-e3d1-440e-b536-ca0e7928beba\", \"0ebf5914-6d8c-47fc-a2c6-ca080b32d98f\", \"931abf11-ad46-4efe-9971-8837b227996d\"], \"total_duration\": 993.0, \"total_sessions\": 6, \"mean_week_duration\": 5.368}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20589\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-03 04:23:14.000000+00:00\", \"2019-01-31 03:25:53.000000+00:00\", \"2020-06-20 22:02:22.000000+00:00\", \"2021-02-17 09:02:42.000000+00:00\", \"2021-04-26 16:48:48.000000+00:00\", \"2020-03-08 07:19:20.000000+00:00\", \"2021-08-19 13:56:12.000000+00:00\", \"2020-04-03 19:08:35.000000+00:00\"], \"session_ids\": [\"90a4e463-ccb0-40fd-8e74-2a32cba7467c\", \"7440b7d5-0335-49e2-a2e1-d3d6693f0722\", \"8657d029-6620-4afd-8438-6167344676a7\", \"c6c1f0d8-142f-4141-acdd-6ce718372fd2\", \"d504d060-534b-4fd2-baad-0c4a5820c42a\", \"7a64db86-664c-4770-af1a-29440cb59e1a\", \"8217af4e-aa0b-4e6d-b864-e37ef5f8b2e3\", \"fd40c57c-4100-479c-af1f-e8fa5b5c0ab6\"], \"total_duration\": 1042.0, \"total_sessions\": 8, \"mean_week_duration\": 6.277}}, {\"84293\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-31 03:33:52.000000+00:00\", \"2021-03-01 04:20:58.000000+00:00\", \"2023-03-27 10:01:32.000000+00:00\", \"2020-08-25 07:49:06.000000+00:00\", \"2022-02-22 15:50:47.000000+00:00\", \"2019-10-30 07:40:13.000000+00:00\", \"2019-08-09 17:36:24.000000+00:00\"], \"session_ids\": [\"70934646-82f7-4df9-b660-daff7fb15bec\", \"f3950781-4a8e-4b62-b4a7-7127f2a8786b\", \"919dd502-e33b-4fd7-8211-caf808331c9a\", \"31f48754-e5b5-46fb-9be6-49ad3f1d70a9\", \"c5491a0b-2c2d-45c2-b46e-79fb9cc06108\", \"ed78366a-5c60-49ce-9998-17879dfbbce4\", \"c0609902-85c0-4510-8e87-184d1db0a6fe\"], \"total_duration\": 907.0, \"total_sessions\": 7, \"mean_week_duration\": 4.558}}, {\"34688\": {\"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\": \"Quito\", \"datetimes\": [\"2019-08-12 03:38:21.000000+00:00\", \"2022-07-20 14:05:48.000000+00:00\", \"2023-02-22 01:43:34.000000+00:00\", \"2021-04-12 22:25:06.000000+00:00\", \"2022-05-03 09:05:21.000000+00:00\", \"2021-04-13 23:24:44.000000+00:00\"], \"session_ids\": [\"ff2055af-5c34-4d23-a1da-328be99af808\", \"bc91f0ae-52ae-4361-9334-9adeca2a28f3\", \"ae50a5ff-f792-44bd-a267-a6a46a875b01\", \"4b5b9c21-e3d1-440e-b536-ca0e7928beba\", \"0ebf5914-6d8c-47fc-a2c6-ca080b32d98f\", \"931abf11-ad46-4efe-9971-8837b227996d\"], \"total_duration\": 993.0, \"total_sessions\": 6, \"mean_week_duration\": 5.368}}, {\"2668\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-03-22 12:55:50.000000+00:00\", \"2021-10-30 20:50:09.000000+00:00\", \"2022-03-24 03:07:07.000000+00:00\", \"2022-11-23 02:16:30.000000+00:00\"], \"session_ids\": [\"6a65affe-6a03-4284-bb32-5fd2ea76001f\", \"b708bc77-4436-4d00-9558-d788f98ee95e\", \"118ac05f-308e-4463-b371-8387bd56e981\", \"058cc85d-23ea-4f81-8ae3-8776515e9b71\"], \"total_duration\": 43.0, \"total_sessions\": 4, \"mean_week_duration\": 0.307}}, {\"28529\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-10-11 20:31:32.000000+00:00\", \"2020-07-12 23:48:48.000000+00:00\", \"2022-02-01 15:20:26.000000+00:00\", \"2020-01-08 23:35:03.000000+00:00\"], \"session_ids\": [\"058b0f4a-8ef3-4d21-8a29-efb4c09a731c\", \"b4bd78c9-2446-46b8-8820-4bbf727f3dc4\", \"2d14cd16-053f-4a5c-af01-9d6e15e5c880\", \"7b14e323-c8b3-4bd2-a669-cecc0edcf64b\"], \"total_duration\": 237.0, \"total_sessions\": 4, \"mean_week_duration\": 2.194}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20589\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-03 04:23:14.000000+00:00\", \"2019-01-31 03:25:53.000000+00:00\", \"2020-06-20 22:02:22.000000+00:00\", \"2021-02-17 09:02:42.000000+00:00\", \"2021-04-26 16:48:48.000000+00:00\", \"2020-03-08 07:19:20.000000+00:00\", \"2021-08-19 13:56:12.000000+00:00\", \"2020-04-03 19:08:35.000000+00:00\"], \"session_ids\": [\"90a4e463-ccb0-40fd-8e74-2a32cba7467c\", \"7440b7d5-0335-49e2-a2e1-d3d6693f0722\", \"8657d029-6620-4afd-8438-6167344676a7\", \"c6c1f0d8-142f-4141-acdd-6ce718372fd2\", \"d504d060-534b-4fd2-baad-0c4a5820c42a\", \"7a64db86-664c-4770-af1a-29440cb59e1a\", \"8217af4e-aa0b-4e6d-b864-e37ef5f8b2e3\", \"fd40c57c-4100-479c-af1f-e8fa5b5c0ab6\"], \"total_duration\": 1042.0, \"total_sessions\": 8, \"mean_week_duration\": 6.277}}]\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[{\"20589\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-04-03 04:23:14.000000+00:00\", \"2019-01-31 03:25:53.000000+00:00\", \"2020-06-20 22:02:22.000000+00:00\", \"2021-02-17 09:02:42.000000+00:00\", \"2021-04-26 16:48:48.000000+00:00\", \"2020-03-08 07:19:20.000000+00:00\", \"2021-08-19 13:56:12.000000+00:00\", \"2020-04-03 19:08:35.000000+00:00\"], \"session_ids\": [\"90a4e463-ccb0-40fd-8e74-2a32cba7467c\", \"7440b7d5-0335-49e2-a2e1-d3d6693f0722\", \"8657d029-6620-4afd-8438-6167344676a7\", \"c6c1f0d8-142f-4141-acdd-6ce718372fd2\", \"d504d060-534b-4fd2-baad-0c4a5820c42a\", \"7a64db86-664c-4770-af1a-29440cb59e1a\", \"8217af4e-aa0b-4e6d-b864-e37ef5f8b2e3\", \"fd40c57c-4100-479c-af1f-e8fa5b5c0ab6\"], \"total_duration\": 1042.0, \"total_sessions\": 8, \"mean_week_duration\": 6.277}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display user information whose app usage time per week is smaller than 31 (not including) and bigger than 3 (not including) and carry out sorting by overall sessions count descendingly."
}
] |
[
{
"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{\"62422\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-04-07 02:51:23.000000+00:00\", \"2023-06-17 02:27:16.000000+00:00\", \"2020-07-04 01:38:06.000000+00:00\", \"2023-06-06 03:22:27.000000+00:00\", \"2020-05-26 22:44:13.000000+00:00\", \"2022-11-14 16:29:27.000000+00:00\", \"2020-01-05 21:28:02.000000+00:00\", \"2021-09-16 07:27:34.000000+00:00\", \"2021-09-05 18:09:04.000000+00:00\", \"2023-01-30 12:07:13.000000+00:00\", \"2020-01-07 04:41:40.000000+00:00\"], \"session_ids\": [\"a9bf0199-67dd-4973-933a-8db77e7e619d\", \"c098d5f1-0202-4e96-a9fa-7c6a73bf5792\", \"f34ace97-2540-4652-9e4f-8aa96283c1a9\", \"8abd721f-1860-4e35-af5d-322b9b6a1c83\", \"7e1f80fb-d532-45b6-ad18-dc7991c2a28c\", \"808d37ee-7f6b-41b6-b80c-e123285dd5c5\", \"8ca61bbe-e8c4-415b-9b14-129278b8b73d\", \"cf5e4c01-bd56-4519-933e-4b42453efdbd\", \"9a9a8bc4-2e6f-4f9b-a6fd-104fb3f19085\", \"4d5ce804-deba-45b6-b99b-af712d611362\", \"1fccc7bc-bc87-47c7-b9a5-4d409837631e\"], \"total_duration\": 6920.0, \"total_sessions\": 11, \"mean_week_duration\": 38.444}, \"81359\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-16 06:01:00.000000+00:00\", \"2022-03-29 12:06:48.000000+00:00\", \"2020-09-26 17:45:46.000000+00:00\"], \"session_ids\": [\"68f1b9c8-fa9d-48f5-9285-05def491bd4c\", \"2116a698-2bdc-4883-9ae7-e1126e8fd2c2\", \"e40d4a18-5c4a-4280-b7a7-c1fc303d16ba\"], \"total_duration\": 61.0, \"total_sessions\": 3, \"mean_week_duration\": 0.365}, \"7103\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-08-07 21:05:56.000000+00:00\", \"2023-03-27 02:19:30.000000+00:00\", \"2023-02-12 16:52:23.000000+00:00\"], \"session_ids\": [\"e3709c1c-afc9-4e24-b1ed-8c3be19e46e9\", \"3ba49333-7e9c-4c40-8c14-5e2fb951f9f6\", \"7bce14b1-c9a1-4e98-b534-c7dbafe905f2\"], \"total_duration\": 211.0, \"total_sessions\": 3, \"mean_week_duration\": 1.529}, \"33394\": {\"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\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-18 15:40:15.000000+00:00\", \"2019-06-17 10:10:25.000000+00:00\"], \"session_ids\": [\"cbecd1f5-ae0d-4e6c-8398-066b9ee0e488\", \"813a71e5-14e4-4e19-ab55-733aef8cc24a\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 3.392}, \"45778\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-21 04:23:17.000000+00:00\", \"2021-11-15 12:05:10.000000+00:00\", \"2021-03-07 18:40:27.000000+00:00\", \"2022-04-03 09:04:13.000000+00:00\", \"2021-08-19 22:00:33.000000+00:00\", \"2022-11-18 09:04:28.000000+00:00\", \"2019-04-25 17:37:16.000000+00:00\"], \"session_ids\": [\"bc6acb9d-e834-4793-a436-1532c909daaf\", \"14731d8a-611a-4140-b0cb-453dd37ab2a0\", \"112c1629-5203-47fb-8298-38a33f9a77bb\", \"ac19e03a-9ba3-492d-aaa6-0a2580a25f4a\", \"e9510f83-28ac-42d5-883e-efca9dfaef08\", \"f219e048-dd42-4571-90e6-941f9e1f7608\", \"d868b8d6-e800-4e92-8261-66bb7247b814\"], \"total_duration\": 370.0, \"total_sessions\": 7, \"mean_week_duration\": 1.705}, \"5114\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-28 06:03:14.000000+00:00\", \"2022-07-28 18:59:17.000000+00:00\", \"2019-09-19 20:02:17.000000+00:00\"], \"session_ids\": [\"c64361e5-afb0-476b-8349-7faeac3ef5e1\", \"5e408f66-76be-4775-b159-927ce7065c37\", \"236db661-6019-4a97-b262-204033047157\"], \"total_duration\": 78.0, \"total_sessions\": 3, \"mean_week_duration\": 0.523}, \"97720\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2020-10-20 15:01:37.000000+00:00\", \"2019-09-27 09:05:28.000000+00:00\", \"2019-04-22 13:05:04.000000+00:00\", \"2021-10-14 18:15:17.000000+00:00\", \"2022-10-19 16:36:54.000000+00:00\", \"2023-05-26 04:17:43.000000+00:00\", \"2020-12-28 07:29:28.000000+00:00\", \"2021-01-23 22:09:17.000000+00:00\", \"2023-03-27 13:25:21.000000+00:00\", \"2021-06-13 01:23:17.000000+00:00\"], \"session_ids\": [\"e6a553a4-4e3e-4a4a-bf57-eac621466c65\", \"f0516097-349f-474c-b895-2d8a76b9daf2\", \"0e3c10ea-05ab-4a4a-888c-3b68b128bbd0\", \"d25de4c1-17e1-418f-833b-1c9b3b7b1e5a\", \"15771c2b-8b89-4084-8a91-43aeaece5e76\", \"7f027299-f43b-4c0f-9d3e-78fb3f3d7052\", \"5d66dfb9-9656-4da2-a3d6-32e187191d54\", \"c0b06c02-25e2-4dc6-b475-569a3801fc2d\", \"6f8d153e-b969-4235-bd4c-d91edaa8377a\", \"7b3535d2-b6fd-4327-b8cd-f81746a89b22\"], \"total_duration\": 16073.0, \"total_sessions\": 10, \"mean_week_duration\": 75.107}, \"34947\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-18 21:28:27.000000+00:00\", \"2022-09-01 13:10:25.000000+00:00\"], \"session_ids\": [\"25cba93d-922c-49e6-ad6d-5eba99d00972\", \"6cde53a7-9c3d-4201-9d15-33c95f9ac100\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 8.242}, \"98120\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-09-28 06:05:29.000000+00:00\", \"2020-01-28 22:51:22.000000+00:00\", \"2021-03-05 08:11:35.000000+00:00\", \"2023-03-25 19:30:53.000000+00:00\", \"2020-09-05 04:35:52.000000+00:00\", \"2019-01-21 09:24:55.000000+00:00\", \"2019-08-14 10:34:24.000000+00:00\", \"2022-07-24 23:36:20.000000+00:00\", \"2022-12-01 07:03:57.000000+00:00\", \"2022-11-14 02:34:31.000000+00:00\", \"2019-09-25 13:31:25.000000+00:00\"], \"session_ids\": [\"020abb49-2868-4abd-aa74-31574a763ff5\", \"287507d3-f340-4de1-847c-e675605a8d6f\", \"854e5641-65db-4e10-8c3c-986783402297\", \"416a7aa9-86af-4e9b-9b00-28bfd0e5fc17\", \"ff506583-93b0-4365-9057-4d092db7c37a\", \"1cb8cb78-9253-47d1-9d01-5248f12f6f98\", \"08a0e482-fe27-427f-923b-c89915e7d19b\", \"24c5e965-3359-453e-9fce-9811557ca71f\", \"d98dbd6d-8a7a-4e83-b644-36cc22461cbd\", \"1316f00d-500b-47d2-a46b-efa1d80be637\", \"2cdb99b7-b813-494e-b487-d4c013dcdcc1\"], \"total_duration\": 11927.0, \"total_sessions\": 11, \"mean_week_duration\": 54.711}, \"29835\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-01 02:21:59.000000+00:00\", \"2019-04-28 02:17:26.000000+00:00\", \"2020-06-14 23:21:37.000000+00:00\", \"2020-08-11 22:43:21.000000+00:00\"], \"session_ids\": [\"88d3b262-a007-40f3-ad22-6e56d1a2dbdb\", \"b40c603b-fdbf-48f9-828d-8512eb86137b\", \"0bf1914d-bd03-4641-9afb-975404d8fb8c\", \"cfb5482e-0827-4ad8-989a-963934422d31\"], \"total_duration\": 1363.0, \"total_sessions\": 4, \"mean_week_duration\": 10.326}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 3 and are less than 31"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[3, 31]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33394\": {\"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\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-18 15:40:15.000000+00:00\", \"2019-06-17 10:10:25.000000+00:00\"], \"session_ids\": [\"cbecd1f5-ae0d-4e6c-8398-066b9ee0e488\", \"813a71e5-14e4-4e19-ab55-733aef8cc24a\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 3.392}, \"34947\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-18 21:28:27.000000+00:00\", \"2022-09-01 13:10:25.000000+00:00\"], \"session_ids\": [\"25cba93d-922c-49e6-ad6d-5eba99d00972\", \"6cde53a7-9c3d-4201-9d15-33c95f9ac100\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 8.242}, \"29835\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-01 02:21:59.000000+00:00\", \"2019-04-28 02:17:26.000000+00:00\", \"2020-06-14 23:21:37.000000+00:00\", \"2020-08-11 22:43:21.000000+00:00\"], \"session_ids\": [\"88d3b262-a007-40f3-ad22-6e56d1a2dbdb\", \"b40c603b-fdbf-48f9-828d-8512eb86137b\", \"0bf1914d-bd03-4641-9afb-975404d8fb8c\", \"cfb5482e-0827-4ad8-989a-963934422d31\"], \"total_duration\": 1363.0, \"total_sessions\": 4, \"mean_week_duration\": 10.326}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29835\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-01 02:21:59.000000+00:00\", \"2019-04-28 02:17:26.000000+00:00\", \"2020-06-14 23:21:37.000000+00:00\", \"2020-08-11 22:43:21.000000+00:00\"], \"session_ids\": [\"88d3b262-a007-40f3-ad22-6e56d1a2dbdb\", \"b40c603b-fdbf-48f9-828d-8512eb86137b\", \"0bf1914d-bd03-4641-9afb-975404d8fb8c\", \"cfb5482e-0827-4ad8-989a-963934422d31\"], \"total_duration\": 1363.0, \"total_sessions\": 4, \"mean_week_duration\": 10.326}}, {\"33394\": {\"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\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-18 15:40:15.000000+00:00\", \"2019-06-17 10:10:25.000000+00:00\"], \"session_ids\": [\"cbecd1f5-ae0d-4e6c-8398-066b9ee0e488\", \"813a71e5-14e4-4e19-ab55-733aef8cc24a\"], \"total_duration\": 268.0, \"total_sessions\": 2, \"mean_week_duration\": 3.392}}, {\"34947\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-18 21:28:27.000000+00:00\", \"2022-09-01 13:10:25.000000+00:00\"], \"session_ids\": [\"25cba93d-922c-49e6-ad6d-5eba99d00972\", \"6cde53a7-9c3d-4201-9d15-33c95f9ac100\"], \"total_duration\": 272.0, \"total_sessions\": 2, \"mean_week_duration\": 8.242}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29835\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-01 02:21:59.000000+00:00\", \"2019-04-28 02:17:26.000000+00:00\", \"2020-06-14 23:21:37.000000+00:00\", \"2020-08-11 22:43:21.000000+00:00\"], \"session_ids\": [\"88d3b262-a007-40f3-ad22-6e56d1a2dbdb\", \"b40c603b-fdbf-48f9-828d-8512eb86137b\", \"0bf1914d-bd03-4641-9afb-975404d8fb8c\", \"cfb5482e-0827-4ad8-989a-963934422d31\"], \"total_duration\": 1363.0, \"total_sessions\": 4, \"mean_week_duration\": 10.326}}]\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[{\"29835\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-11-01 02:21:59.000000+00:00\", \"2019-04-28 02:17:26.000000+00:00\", \"2020-06-14 23:21:37.000000+00:00\", \"2020-08-11 22:43:21.000000+00:00\"], \"session_ids\": [\"88d3b262-a007-40f3-ad22-6e56d1a2dbdb\", \"b40c603b-fdbf-48f9-828d-8512eb86137b\", \"0bf1914d-bd03-4641-9afb-975404d8fb8c\", \"cfb5482e-0827-4ad8-989a-963934422d31\"], \"total_duration\": 1363.0, \"total_sessions\": 4, \"mean_week_duration\": 10.326}}]\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 duration summation is greater than 1274 inclusively in addition sort by average of total time spent in the app per week descending."
}
] |
[
{
"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{\"7292\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 10, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-19 13:16:39.000000+00:00\", \"2020-09-19 19:55:35.000000+00:00\"], \"session_ids\": [\"fc0c53da-79ed-45f8-bce4-34129f17d6f6\", \"71ef7195-4919-4f23-83c5-4e5f6a94cb15\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 2.705}, \"67655\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-05-29 16:32:34.000000+00:00\", \"2021-01-20 14:16:40.000000+00:00\"], \"session_ids\": [\"c96abbfd-55b1-4603-8434-ae83d3bbfc1e\", \"ab9a9fef-b2e1-4f76-b43a-79405bc2a700\"], \"total_duration\": 233.0, \"total_sessions\": 2, \"mean_week_duration\": 12.263}, \"43507\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-07-16 05:43:24.000000+00:00\", \"2020-11-11 16:53:52.000000+00:00\"], \"session_ids\": [\"be3b635e-cac8-4bdc-8cb8-d4bb692a0541\", \"291b6a16-64e5-408f-a650-523ad6fa341d\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 11.333}, \"70789\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-07-14 10:17:29.000000+00:00\", \"2022-09-16 23:49:47.000000+00:00\"], \"session_ids\": [\"a17328a0-7f2a-43e0-9e6b-fda02488203e\", \"b2c69f7f-bab5-4231-a6b1-06110a311ae8\"], \"total_duration\": 216.0, \"total_sessions\": 2, \"mean_week_duration\": 1.301}, \"71429\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-04-19 08:46:21.000000+00:00\", \"2020-11-17 15:32:32.000000+00:00\"], \"session_ids\": [\"db52b37d-214e-42fc-8aff-87f36fabee48\", \"ebc0e2cc-629b-4652-a5c4-b465c33c094c\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"90189\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-02-01 11:07:20.000000+00:00\", \"2021-09-17 00:55:13.000000+00:00\", \"2019-07-19 08:11:01.000000+00:00\", \"2020-01-09 19:36:51.000000+00:00\"], \"session_ids\": [\"9625ac57-36b2-4c68-b1d7-3a9befa5ebd9\", \"c8f4c1e2-d565-4c57-87dc-c75661b7c1d4\", \"f1687d71-cdbe-4139-82b7-6b80b7a54949\", \"3b07168b-ec20-4cce-a9c4-75f1e9e06bd6\"], \"total_duration\": 1361.0, \"total_sessions\": 4, \"mean_week_duration\": 7.357}, \"7399\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-15 23:52:01.000000+00:00\", \"2023-06-12 09:40:27.000000+00:00\", \"2021-09-03 09:52:41.000000+00:00\"], \"session_ids\": [\"9767d08b-1100-45d0-9058-2fe9a01addac\", \"011b4b3d-3f94-4061-bfd4-8013488c121d\", \"ebc22a98-c332-4112-bb5a-7643b2f1f75e\"], \"total_duration\": 323.0, \"total_sessions\": 3, \"mean_week_duration\": 2.485}, \"19501\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-09-26 09:19:43.000000+00:00\", \"2021-07-09 22:09:23.000000+00:00\"], \"session_ids\": [\"28ada5e2-886d-4360-bd13-7c2d723e2e8f\", \"2f48a124-8f0a-416a-b3da-be2000f463d8\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"54706\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-03-16 12:04:11.000000+00:00\", \"2021-03-05 21:40:59.000000+00:00\", \"2022-04-18 16:14:19.000000+00:00\"], \"session_ids\": [\"cf8704bb-8198-4547-b479-c5dde54bb702\", \"a417cd97-8659-4487-9665-fb9ddc6a5257\", \"cbf94e86-f5ee-4cc1-b7d8-bd845ede4f78\"], \"total_duration\": 859.0, \"total_sessions\": 3, \"mean_week_duration\": 5.302}, \"33676\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-09-27 09:22:14.000000+00:00\", \"2020-10-03 04:49:23.000000+00:00\", \"2021-10-22 18:38:21.000000+00:00\"], \"session_ids\": [\"92f93b8b-54d5-454c-8d2c-77d5489bf2f6\", \"68fa8096-bc67-4dd0-97a0-92aaa598adef\", \"65c00c44-6373-4548-9911-9e4accfe5097\"], \"total_duration\": 1097.0, \"total_sessions\": 3, \"mean_week_duration\": 10.157}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 1274"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[1274, 3294]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"90189\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-02-01 11:07:20.000000+00:00\", \"2021-09-17 00:55:13.000000+00:00\", \"2019-07-19 08:11:01.000000+00:00\", \"2020-01-09 19:36:51.000000+00:00\"], \"session_ids\": [\"9625ac57-36b2-4c68-b1d7-3a9befa5ebd9\", \"c8f4c1e2-d565-4c57-87dc-c75661b7c1d4\", \"f1687d71-cdbe-4139-82b7-6b80b7a54949\", \"3b07168b-ec20-4cce-a9c4-75f1e9e06bd6\"], \"total_duration\": 1361.0, \"total_sessions\": 4, \"mean_week_duration\": 7.357}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"90189\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-02-01 11:07:20.000000+00:00\", \"2021-09-17 00:55:13.000000+00:00\", \"2019-07-19 08:11:01.000000+00:00\", \"2020-01-09 19:36:51.000000+00:00\"], \"session_ids\": [\"9625ac57-36b2-4c68-b1d7-3a9befa5ebd9\", \"c8f4c1e2-d565-4c57-87dc-c75661b7c1d4\", \"f1687d71-cdbe-4139-82b7-6b80b7a54949\", \"3b07168b-ec20-4cce-a9c4-75f1e9e06bd6\"], \"total_duration\": 1361.0, \"total_sessions\": 4, \"mean_week_duration\": 7.357}}]\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[{\"90189\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-02-01 11:07:20.000000+00:00\", \"2021-09-17 00:55:13.000000+00:00\", \"2019-07-19 08:11:01.000000+00:00\", \"2020-01-09 19:36:51.000000+00:00\"], \"session_ids\": [\"9625ac57-36b2-4c68-b1d7-3a9befa5ebd9\", \"c8f4c1e2-d565-4c57-87dc-c75661b7c1d4\", \"f1687d71-cdbe-4139-82b7-6b80b7a54949\", \"3b07168b-ec20-4cce-a9c4-75f1e9e06bd6\"], \"total_duration\": 1361.0, \"total_sessions\": 4, \"mean_week_duration\": 7.357}}]\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 user whose average week duration is less than 15 and strictly greater than 50 plus put to use sorting by mean week duration ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-04-26 01:00:32.000000+00:00\", \"2019-01-21 22:45:44.000000+00:00\", \"2021-01-22 05:29:15.000000+00:00\", \"2022-09-07 13:35:43.000000+00:00\", \"2023-05-17 21:32:36.000000+00:00\"], \"session_ids\": [\"be910e61-d85b-4664-ba8c-fe2d872d8fbd\", \"4f1e6ea0-0b12-4c26-9e99-a38d6a68844e\", \"e544a8c5-e2e6-4e61-9ac1-2f2f50ec1215\", \"376750df-3fd2-4641-aa0d-861d998028e2\", \"b6843849-8756-41c8-9af6-0878f1cf89a0\"], \"total_duration\": 516.0, \"total_sessions\": 5, \"mean_week_duration\": 2.283}, \"43997\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-10-21 10:15:25.000000+00:00\", \"2019-07-27 20:40:03.000000+00:00\", \"2023-04-04 14:41:19.000000+00:00\"], \"session_ids\": [\"0a03aeca-b3f3-48b3-83e1-024c172bcbbf\", \"6cd7e9b3-eed8-479f-9c89-7acb1bbf289b\", \"582fea89-d34b-45dc-b330-ad14a0bfaab2\"], \"total_duration\": 501.0, \"total_sessions\": 3, \"mean_week_duration\": 2.596}, \"80859\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-02-27 08:38:32.000000+00:00\", \"2020-07-10 05:48:21.000000+00:00\", \"2020-01-17 11:14:56.000000+00:00\"], \"session_ids\": [\"617e82db-77a1-4bf1-8f8a-87252902bdd9\", \"91e9971a-3696-4f17-90fd-40ef789c421a\", \"9f8dab67-177d-4b09-8f19-237530c4ef63\"], \"total_duration\": 155.0, \"total_sessions\": 3, \"mean_week_duration\": 1.396}, \"7794\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-08-29 07:17:50.000000+00:00\", \"2020-12-30 19:27:43.000000+00:00\", \"2022-05-05 13:17:23.000000+00:00\", \"2021-03-31 22:51:42.000000+00:00\", \"2019-01-24 11:33:02.000000+00:00\"], \"session_ids\": [\"fb96424f-63fe-4492-838c-1a71afde7a4c\", \"e3060c0e-e824-451f-942c-587870c4c699\", \"65355ea2-b8cc-4e1e-807e-f024f642e716\", \"09ecf491-3f4b-491c-a91a-b4ff5b4793b1\", \"161bb112-8c95-46ca-87dd-0766e0f86740\"], \"total_duration\": 615.0, \"total_sessions\": 5, \"mean_week_duration\": 3.596}, \"73408\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-02-28 13:53:43.000000+00:00\", \"2019-08-11 23:10:39.000000+00:00\"], \"session_ids\": [\"d8a83922-7d95-4c61-92f0-42fc214e5f60\", \"1156af0f-0b7b-456e-b113-5abf231c8c5e\"], \"total_duration\": 216.0, \"total_sessions\": 2, \"mean_week_duration\": 2.667}, \"96638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-13 18:21:33.000000+00:00\", \"2021-02-20 04:17:31.000000+00:00\"], \"session_ids\": [\"207dad17-82c7-4013-a15a-e1b7c95b3458\", \"708fa7df-8a66-466e-9faa-4d0f9a066004\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 1.033}, \"6919\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-05 01:17:40.000000+00:00\", \"2019-02-17 02:25:54.000000+00:00\"], \"session_ids\": [\"27f9b54c-61ec-4517-b341-f6a827fda459\", \"d8db1a81-949e-43b9-8ab9-f3345ea6c81b\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 72.0}, \"21505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-28 15:06:33.000000+00:00\", \"2020-03-10 17:59:49.000000+00:00\", \"2022-09-23 20:05:25.000000+00:00\", \"2021-04-17 18:27:32.000000+00:00\"], \"session_ids\": [\"4737cfe8-36e0-4575-87c2-26624ca01572\", \"1f01418b-9bd5-41cf-a23f-606a71dd6e04\", \"42d66be7-bdca-49ad-a4a5-a0466659baf6\", \"f49e1ca3-68fd-4769-b35b-fa0a11156550\"], \"total_duration\": 84.0, \"total_sessions\": 4, \"mean_week_duration\": 0.632}, \"39884\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-31 19:42:59.000000+00:00\", \"2022-01-01 21:35:04.000000+00:00\", \"2019-04-26 05:20:26.000000+00:00\", \"2022-07-31 20:16:43.000000+00:00\", \"2020-06-26 02:00:01.000000+00:00\", \"2022-01-12 00:25:43.000000+00:00\"], \"session_ids\": [\"8830d96d-d86b-4db1-8139-6a6aa56f3450\", \"38675707-2c64-421e-8b99-33dd7f71a6a1\", \"14967269-5f49-4e9e-945f-ba57ff303cc4\", \"63d3e9fa-928a-496d-87c0-b6bf973aec57\", \"e69bf5cf-c984-4cfc-8860-74defd3378db\", \"9edb252a-cbfc-4839-8eb6-9f01cd80b9a3\"], \"total_duration\": 5607.0, \"total_sessions\": 6, \"mean_week_duration\": 32.789}, \"78056\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-10-10 02:28:40.000000+00:00\", \"2020-09-09 23:13:08.000000+00:00\"], \"session_ids\": [\"79758ef5-7a67-48ca-8aa0-3d802fd03167\", \"2cdf4189-2692-4c1d-ad07-63e490425140\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 15 and are greater than 50"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[15, 50]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-04-26 01:00:32.000000+00:00\", \"2019-01-21 22:45:44.000000+00:00\", \"2021-01-22 05:29:15.000000+00:00\", \"2022-09-07 13:35:43.000000+00:00\", \"2023-05-17 21:32:36.000000+00:00\"], \"session_ids\": [\"be910e61-d85b-4664-ba8c-fe2d872d8fbd\", \"4f1e6ea0-0b12-4c26-9e99-a38d6a68844e\", \"e544a8c5-e2e6-4e61-9ac1-2f2f50ec1215\", \"376750df-3fd2-4641-aa0d-861d998028e2\", \"b6843849-8756-41c8-9af6-0878f1cf89a0\"], \"total_duration\": 516.0, \"total_sessions\": 5, \"mean_week_duration\": 2.283}, \"43997\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-10-21 10:15:25.000000+00:00\", \"2019-07-27 20:40:03.000000+00:00\", \"2023-04-04 14:41:19.000000+00:00\"], \"session_ids\": [\"0a03aeca-b3f3-48b3-83e1-024c172bcbbf\", \"6cd7e9b3-eed8-479f-9c89-7acb1bbf289b\", \"582fea89-d34b-45dc-b330-ad14a0bfaab2\"], \"total_duration\": 501.0, \"total_sessions\": 3, \"mean_week_duration\": 2.596}, \"80859\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-02-27 08:38:32.000000+00:00\", \"2020-07-10 05:48:21.000000+00:00\", \"2020-01-17 11:14:56.000000+00:00\"], \"session_ids\": [\"617e82db-77a1-4bf1-8f8a-87252902bdd9\", \"91e9971a-3696-4f17-90fd-40ef789c421a\", \"9f8dab67-177d-4b09-8f19-237530c4ef63\"], \"total_duration\": 155.0, \"total_sessions\": 3, \"mean_week_duration\": 1.396}, \"7794\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-08-29 07:17:50.000000+00:00\", \"2020-12-30 19:27:43.000000+00:00\", \"2022-05-05 13:17:23.000000+00:00\", \"2021-03-31 22:51:42.000000+00:00\", \"2019-01-24 11:33:02.000000+00:00\"], \"session_ids\": [\"fb96424f-63fe-4492-838c-1a71afde7a4c\", \"e3060c0e-e824-451f-942c-587870c4c699\", \"65355ea2-b8cc-4e1e-807e-f024f642e716\", \"09ecf491-3f4b-491c-a91a-b4ff5b4793b1\", \"161bb112-8c95-46ca-87dd-0766e0f86740\"], \"total_duration\": 615.0, \"total_sessions\": 5, \"mean_week_duration\": 3.596}, \"73408\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-02-28 13:53:43.000000+00:00\", \"2019-08-11 23:10:39.000000+00:00\"], \"session_ids\": [\"d8a83922-7d95-4c61-92f0-42fc214e5f60\", \"1156af0f-0b7b-456e-b113-5abf231c8c5e\"], \"total_duration\": 216.0, \"total_sessions\": 2, \"mean_week_duration\": 2.667}, \"96638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-13 18:21:33.000000+00:00\", \"2021-02-20 04:17:31.000000+00:00\"], \"session_ids\": [\"207dad17-82c7-4013-a15a-e1b7c95b3458\", \"708fa7df-8a66-466e-9faa-4d0f9a066004\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 1.033}, \"21505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-28 15:06:33.000000+00:00\", \"2020-03-10 17:59:49.000000+00:00\", \"2022-09-23 20:05:25.000000+00:00\", \"2021-04-17 18:27:32.000000+00:00\"], \"session_ids\": [\"4737cfe8-36e0-4575-87c2-26624ca01572\", \"1f01418b-9bd5-41cf-a23f-606a71dd6e04\", \"42d66be7-bdca-49ad-a4a5-a0466659baf6\", \"f49e1ca3-68fd-4769-b35b-fa0a11156550\"], \"total_duration\": 84.0, \"total_sessions\": 4, \"mean_week_duration\": 0.632}, \"78056\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-10-10 02:28:40.000000+00:00\", \"2020-09-09 23:13:08.000000+00:00\"], \"session_ids\": [\"79758ef5-7a67-48ca-8aa0-3d802fd03167\", \"2cdf4189-2692-4c1d-ad07-63e490425140\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.333}, \"6919\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-05 01:17:40.000000+00:00\", \"2019-02-17 02:25:54.000000+00:00\"], \"session_ids\": [\"27f9b54c-61ec-4517-b341-f6a827fda459\", \"d8db1a81-949e-43b9-8ab9-f3345ea6c81b\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 72.0}}\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[{\"78056\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-10-10 02:28:40.000000+00:00\", \"2020-09-09 23:13:08.000000+00:00\"], \"session_ids\": [\"79758ef5-7a67-48ca-8aa0-3d802fd03167\", \"2cdf4189-2692-4c1d-ad07-63e490425140\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.333}}, {\"21505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-09-28 15:06:33.000000+00:00\", \"2020-03-10 17:59:49.000000+00:00\", \"2022-09-23 20:05:25.000000+00:00\", \"2021-04-17 18:27:32.000000+00:00\"], \"session_ids\": [\"4737cfe8-36e0-4575-87c2-26624ca01572\", \"1f01418b-9bd5-41cf-a23f-606a71dd6e04\", \"42d66be7-bdca-49ad-a4a5-a0466659baf6\", \"f49e1ca3-68fd-4769-b35b-fa0a11156550\"], \"total_duration\": 84.0, \"total_sessions\": 4, \"mean_week_duration\": 0.632}}, {\"96638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-13 18:21:33.000000+00:00\", \"2021-02-20 04:17:31.000000+00:00\"], \"session_ids\": [\"207dad17-82c7-4013-a15a-e1b7c95b3458\", \"708fa7df-8a66-466e-9faa-4d0f9a066004\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 1.033}}, {\"80859\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-02-27 08:38:32.000000+00:00\", \"2020-07-10 05:48:21.000000+00:00\", \"2020-01-17 11:14:56.000000+00:00\"], \"session_ids\": [\"617e82db-77a1-4bf1-8f8a-87252902bdd9\", \"91e9971a-3696-4f17-90fd-40ef789c421a\", \"9f8dab67-177d-4b09-8f19-237530c4ef63\"], \"total_duration\": 155.0, \"total_sessions\": 3, \"mean_week_duration\": 1.396}}, {\"66789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-04-26 01:00:32.000000+00:00\", \"2019-01-21 22:45:44.000000+00:00\", \"2021-01-22 05:29:15.000000+00:00\", \"2022-09-07 13:35:43.000000+00:00\", \"2023-05-17 21:32:36.000000+00:00\"], \"session_ids\": [\"be910e61-d85b-4664-ba8c-fe2d872d8fbd\", \"4f1e6ea0-0b12-4c26-9e99-a38d6a68844e\", \"e544a8c5-e2e6-4e61-9ac1-2f2f50ec1215\", \"376750df-3fd2-4641-aa0d-861d998028e2\", \"b6843849-8756-41c8-9af6-0878f1cf89a0\"], \"total_duration\": 516.0, \"total_sessions\": 5, \"mean_week_duration\": 2.283}}, {\"43997\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-10-21 10:15:25.000000+00:00\", \"2019-07-27 20:40:03.000000+00:00\", \"2023-04-04 14:41:19.000000+00:00\"], \"session_ids\": [\"0a03aeca-b3f3-48b3-83e1-024c172bcbbf\", \"6cd7e9b3-eed8-479f-9c89-7acb1bbf289b\", \"582fea89-d34b-45dc-b330-ad14a0bfaab2\"], \"total_duration\": 501.0, \"total_sessions\": 3, \"mean_week_duration\": 2.596}}, {\"73408\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2021-02-28 13:53:43.000000+00:00\", \"2019-08-11 23:10:39.000000+00:00\"], \"session_ids\": [\"d8a83922-7d95-4c61-92f0-42fc214e5f60\", \"1156af0f-0b7b-456e-b113-5abf231c8c5e\"], \"total_duration\": 216.0, \"total_sessions\": 2, \"mean_week_duration\": 2.667}}, {\"7794\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-08-29 07:17:50.000000+00:00\", \"2020-12-30 19:27:43.000000+00:00\", \"2022-05-05 13:17:23.000000+00:00\", \"2021-03-31 22:51:42.000000+00:00\", \"2019-01-24 11:33:02.000000+00:00\"], \"session_ids\": [\"fb96424f-63fe-4492-838c-1a71afde7a4c\", \"e3060c0e-e824-451f-942c-587870c4c699\", \"65355ea2-b8cc-4e1e-807e-f024f642e716\", \"09ecf491-3f4b-491c-a91a-b4ff5b4793b1\", \"161bb112-8c95-46ca-87dd-0766e0f86740\"], \"total_duration\": 615.0, \"total_sessions\": 5, \"mean_week_duration\": 3.596}}, {\"6919\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-05 01:17:40.000000+00:00\", \"2019-02-17 02:25:54.000000+00:00\"], \"session_ids\": [\"27f9b54c-61ec-4517-b341-f6a827fda459\", \"d8db1a81-949e-43b9-8ab9-f3345ea6c81b\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 72.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"78056\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-10-10 02:28:40.000000+00:00\", \"2020-09-09 23:13:08.000000+00:00\"], \"session_ids\": [\"79758ef5-7a67-48ca-8aa0-3d802fd03167\", \"2cdf4189-2692-4c1d-ad07-63e490425140\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.333}}]\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[{\"78056\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-10-10 02:28:40.000000+00:00\", \"2020-09-09 23:13:08.000000+00:00\"], \"session_ids\": [\"79758ef5-7a67-48ca-8aa0-3d802fd03167\", \"2cdf4189-2692-4c1d-ad07-63e490425140\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.333}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the users with a overall total sessions that is higher than 5 and lower than 10, exclusive 5 inclusive 10 also put to use sorting by site usage time in desc in addition save only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69874\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-28 08:37:49.000000+00:00\", \"2020-07-30 12:06:11.000000+00:00\", \"2023-01-17 19:58:33.000000+00:00\", \"2019-02-18 21:38:58.000000+00:00\", \"2021-08-05 16:07:07.000000+00:00\", \"2019-06-16 11:01:07.000000+00:00\", \"2019-12-16 15:07:53.000000+00:00\", \"2020-01-18 21:43:25.000000+00:00\", \"2023-05-13 16:47:42.000000+00:00\"], \"session_ids\": [\"70f1b1ad-d995-4ef0-bc8f-4416e07c420d\", \"88cd7aaf-ba5c-4398-8c1b-ab0698377439\", \"06856043-b611-461e-b761-a7f8ab3f9beb\", \"6f847dc4-7872-4fa4-b4f9-bf418b785c89\", \"48441048-35a0-4c14-af4c-84dfc604f383\", \"f15f2419-3561-4c60-a531-b2eaec82e5f4\", \"d01a04d9-f3b0-4b54-94d5-c3e0e5fe4a89\", \"097f4760-9ace-4576-9a5f-2d997cf5bf8d\", \"d32cdbbd-bada-4d73-bc99-7de3bcad3d94\"], \"total_duration\": 6767.0, \"total_sessions\": 9, \"mean_week_duration\": 30.62}, \"28374\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-15 00:04:14.000000+00:00\", \"2023-01-06 21:55:01.000000+00:00\"], \"session_ids\": [\"64a49e2e-9a25-4199-910f-ea3ca27b5e86\", \"2d24f46a-b17d-4c22-8fef-0b13af38bff8\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.091}, \"80610\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-09 03:47:15.000000+00:00\", \"2021-12-29 16:18:28.000000+00:00\", \"2020-06-09 05:28:33.000000+00:00\"], \"session_ids\": [\"28f9d76f-a3a9-40cb-841a-afe9aa2d5ba6\", \"6c6b5d37-8f90-4ecf-a9d0-c1962262858d\", \"fc9c6455-05b8-4a9e-b5e2-bfcc5516554a\"], \"total_duration\": 140.0, \"total_sessions\": 3, \"mean_week_duration\": 1.707}, \"64348\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-13 20:37:23.000000+00:00\", \"2021-08-08 22:46:05.000000+00:00\", \"2020-11-12 01:52:41.000000+00:00\", \"2022-12-08 03:57:09.000000+00:00\", \"2021-04-01 08:27:14.000000+00:00\", \"2022-02-18 17:25:31.000000+00:00\", \"2021-06-08 11:37:31.000000+00:00\"], \"session_ids\": [\"8de24e4a-e73d-4d15-81d0-98676faa8ed4\", \"7549caec-fb0b-4025-946d-9f089b785aed\", \"9c9d5cd8-9bd2-4a97-aa90-9bcb8987e587\", \"1f2de2fd-2d6e-4b39-b508-970ceb96ad20\", \"6d7214c8-18ac-45cd-875e-642b6d66121a\", \"36202e54-3118-491a-a94d-d4938b81bf07\", \"2791ae8c-0b83-4d20-90e8-171039af3b44\"], \"total_duration\": 225.0, \"total_sessions\": 7, \"mean_week_duration\": 2.083}, \"47693\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-17 22:13:57.000000+00:00\", \"2021-01-15 22:37:29.000000+00:00\", \"2022-11-13 01:54:47.000000+00:00\", \"2022-09-11 15:46:32.000000+00:00\", \"2021-04-19 16:56:49.000000+00:00\", \"2022-01-06 05:04:12.000000+00:00\"], \"session_ids\": [\"23bb43b1-d07b-4f93-afce-fba5ca04c3cf\", \"2389cbac-3582-404e-9ac9-87f918b75efd\", \"6e2dce79-dc48-4765-b3ee-d17834141967\", \"7f86c6ae-6e82-46d2-baad-7cf89632fa5e\", \"f3be30b6-6544-4fdc-9305-5ab818a9b9d0\", \"c28e02c1-7c71-4ae2-a61a-8e142b849846\"], \"total_duration\": 4158.0, \"total_sessions\": 6, \"mean_week_duration\": 26.654}, \"31133\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-27 04:04:07.000000+00:00\", \"2021-08-27 13:17:28.000000+00:00\", \"2021-08-02 19:25:33.000000+00:00\", \"2019-06-16 04:02:31.000000+00:00\", \"2022-02-04 19:01:49.000000+00:00\", \"2020-10-27 20:30:32.000000+00:00\"], \"session_ids\": [\"93cee794-baaf-40e4-b2a8-501efe76ce19\", \"28da08df-d126-4c02-b970-22f67c31aa99\", \"cad40a89-d52e-4091-b029-c49b267416ee\", \"ecbbd7ba-6ed2-4d11-b2c5-279814902d1a\", \"b8fc608f-1079-44c6-8d3a-0259645f6acc\", \"ae9ae66a-3be2-4d0f-bdf7-a35e9c9a4d91\"], \"total_duration\": 69.0, \"total_sessions\": 6, \"mean_week_duration\": 0.5}, \"70457\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-02-29 01:41:06.000000+00:00\", \"2020-07-30 06:53:02.000000+00:00\"], \"session_ids\": [\"ab398309-2fa6-42c4-b7af-ed7f418af6a7\", \"50cf0a6a-a2dc-4219-9ee4-477f0181ea7b\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 1.727}, \"34488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-24 08:10:52.000000+00:00\", \"2019-04-19 19:21:01.000000+00:00\", \"2021-10-26 11:24:16.000000+00:00\", \"2022-12-11 03:23:14.000000+00:00\", \"2019-07-23 04:06:51.000000+00:00\", \"2022-02-25 09:33:37.000000+00:00\"], \"session_ids\": [\"8355af69-d322-46f0-a1d9-2f9f39fd127f\", \"72e112c4-20d5-496e-8c65-df35f633cea6\", \"c46a5ff7-ccb7-4a23-9eb9-e4ff6dc224f1\", \"6e92721b-a070-46d8-9f3e-da1ce7ef4411\", \"9696c4fc-514d-400a-9ffb-8384dcbc8879\", \"b0d067b6-7d69-4dfd-a8f1-9afbf4830262\"], \"total_duration\": 6377.0, \"total_sessions\": 6, \"mean_week_duration\": 33.387}, \"12984\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-30 12:51:34.000000+00:00\", \"2021-12-31 19:27:25.000000+00:00\"], \"session_ids\": [\"470e96bd-5aaa-4a2e-9852-12b0c9c89bf9\", \"a4a4d348-67e8-4e98-8054-8e7a2e8ad12a\"], \"total_duration\": 165.0, \"total_sessions\": 2, \"mean_week_duration\": 7.5}, \"42529\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-25 22:01:30.000000+00:00\", \"2023-01-11 17:59:14.000000+00:00\"], \"session_ids\": [\"8f87ddad-1572-4923-8aa3-6a2c9f95997b\", \"db0da15b-9d9c-430c-9da2-c988497d7146\"], \"total_duration\": 234.0, \"total_sessions\": 2, \"mean_week_duration\": 1.265}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 5 and are equal or less than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69874\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-28 08:37:49.000000+00:00\", \"2020-07-30 12:06:11.000000+00:00\", \"2023-01-17 19:58:33.000000+00:00\", \"2019-02-18 21:38:58.000000+00:00\", \"2021-08-05 16:07:07.000000+00:00\", \"2019-06-16 11:01:07.000000+00:00\", \"2019-12-16 15:07:53.000000+00:00\", \"2020-01-18 21:43:25.000000+00:00\", \"2023-05-13 16:47:42.000000+00:00\"], \"session_ids\": [\"70f1b1ad-d995-4ef0-bc8f-4416e07c420d\", \"88cd7aaf-ba5c-4398-8c1b-ab0698377439\", \"06856043-b611-461e-b761-a7f8ab3f9beb\", \"6f847dc4-7872-4fa4-b4f9-bf418b785c89\", \"48441048-35a0-4c14-af4c-84dfc604f383\", \"f15f2419-3561-4c60-a531-b2eaec82e5f4\", \"d01a04d9-f3b0-4b54-94d5-c3e0e5fe4a89\", \"097f4760-9ace-4576-9a5f-2d997cf5bf8d\", \"d32cdbbd-bada-4d73-bc99-7de3bcad3d94\"], \"total_duration\": 6767.0, \"total_sessions\": 9, \"mean_week_duration\": 30.62}, \"64348\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-13 20:37:23.000000+00:00\", \"2021-08-08 22:46:05.000000+00:00\", \"2020-11-12 01:52:41.000000+00:00\", \"2022-12-08 03:57:09.000000+00:00\", \"2021-04-01 08:27:14.000000+00:00\", \"2022-02-18 17:25:31.000000+00:00\", \"2021-06-08 11:37:31.000000+00:00\"], \"session_ids\": [\"8de24e4a-e73d-4d15-81d0-98676faa8ed4\", \"7549caec-fb0b-4025-946d-9f089b785aed\", \"9c9d5cd8-9bd2-4a97-aa90-9bcb8987e587\", \"1f2de2fd-2d6e-4b39-b508-970ceb96ad20\", \"6d7214c8-18ac-45cd-875e-642b6d66121a\", \"36202e54-3118-491a-a94d-d4938b81bf07\", \"2791ae8c-0b83-4d20-90e8-171039af3b44\"], \"total_duration\": 225.0, \"total_sessions\": 7, \"mean_week_duration\": 2.083}, \"47693\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-17 22:13:57.000000+00:00\", \"2021-01-15 22:37:29.000000+00:00\", \"2022-11-13 01:54:47.000000+00:00\", \"2022-09-11 15:46:32.000000+00:00\", \"2021-04-19 16:56:49.000000+00:00\", \"2022-01-06 05:04:12.000000+00:00\"], \"session_ids\": [\"23bb43b1-d07b-4f93-afce-fba5ca04c3cf\", \"2389cbac-3582-404e-9ac9-87f918b75efd\", \"6e2dce79-dc48-4765-b3ee-d17834141967\", \"7f86c6ae-6e82-46d2-baad-7cf89632fa5e\", \"f3be30b6-6544-4fdc-9305-5ab818a9b9d0\", \"c28e02c1-7c71-4ae2-a61a-8e142b849846\"], \"total_duration\": 4158.0, \"total_sessions\": 6, \"mean_week_duration\": 26.654}, \"31133\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-27 04:04:07.000000+00:00\", \"2021-08-27 13:17:28.000000+00:00\", \"2021-08-02 19:25:33.000000+00:00\", \"2019-06-16 04:02:31.000000+00:00\", \"2022-02-04 19:01:49.000000+00:00\", \"2020-10-27 20:30:32.000000+00:00\"], \"session_ids\": [\"93cee794-baaf-40e4-b2a8-501efe76ce19\", \"28da08df-d126-4c02-b970-22f67c31aa99\", \"cad40a89-d52e-4091-b029-c49b267416ee\", \"ecbbd7ba-6ed2-4d11-b2c5-279814902d1a\", \"b8fc608f-1079-44c6-8d3a-0259645f6acc\", \"ae9ae66a-3be2-4d0f-bdf7-a35e9c9a4d91\"], \"total_duration\": 69.0, \"total_sessions\": 6, \"mean_week_duration\": 0.5}, \"34488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-24 08:10:52.000000+00:00\", \"2019-04-19 19:21:01.000000+00:00\", \"2021-10-26 11:24:16.000000+00:00\", \"2022-12-11 03:23:14.000000+00:00\", \"2019-07-23 04:06:51.000000+00:00\", \"2022-02-25 09:33:37.000000+00:00\"], \"session_ids\": [\"8355af69-d322-46f0-a1d9-2f9f39fd127f\", \"72e112c4-20d5-496e-8c65-df35f633cea6\", \"c46a5ff7-ccb7-4a23-9eb9-e4ff6dc224f1\", \"6e92721b-a070-46d8-9f3e-da1ce7ef4411\", \"9696c4fc-514d-400a-9ffb-8384dcbc8879\", \"b0d067b6-7d69-4dfd-a8f1-9afbf4830262\"], \"total_duration\": 6377.0, \"total_sessions\": 6, \"mean_week_duration\": 33.387}}\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[{\"69874\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-28 08:37:49.000000+00:00\", \"2020-07-30 12:06:11.000000+00:00\", \"2023-01-17 19:58:33.000000+00:00\", \"2019-02-18 21:38:58.000000+00:00\", \"2021-08-05 16:07:07.000000+00:00\", \"2019-06-16 11:01:07.000000+00:00\", \"2019-12-16 15:07:53.000000+00:00\", \"2020-01-18 21:43:25.000000+00:00\", \"2023-05-13 16:47:42.000000+00:00\"], \"session_ids\": [\"70f1b1ad-d995-4ef0-bc8f-4416e07c420d\", \"88cd7aaf-ba5c-4398-8c1b-ab0698377439\", \"06856043-b611-461e-b761-a7f8ab3f9beb\", \"6f847dc4-7872-4fa4-b4f9-bf418b785c89\", \"48441048-35a0-4c14-af4c-84dfc604f383\", \"f15f2419-3561-4c60-a531-b2eaec82e5f4\", \"d01a04d9-f3b0-4b54-94d5-c3e0e5fe4a89\", \"097f4760-9ace-4576-9a5f-2d997cf5bf8d\", \"d32cdbbd-bada-4d73-bc99-7de3bcad3d94\"], \"total_duration\": 6767.0, \"total_sessions\": 9, \"mean_week_duration\": 30.62}}, {\"34488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-24 08:10:52.000000+00:00\", \"2019-04-19 19:21:01.000000+00:00\", \"2021-10-26 11:24:16.000000+00:00\", \"2022-12-11 03:23:14.000000+00:00\", \"2019-07-23 04:06:51.000000+00:00\", \"2022-02-25 09:33:37.000000+00:00\"], \"session_ids\": [\"8355af69-d322-46f0-a1d9-2f9f39fd127f\", \"72e112c4-20d5-496e-8c65-df35f633cea6\", \"c46a5ff7-ccb7-4a23-9eb9-e4ff6dc224f1\", \"6e92721b-a070-46d8-9f3e-da1ce7ef4411\", \"9696c4fc-514d-400a-9ffb-8384dcbc8879\", \"b0d067b6-7d69-4dfd-a8f1-9afbf4830262\"], \"total_duration\": 6377.0, \"total_sessions\": 6, \"mean_week_duration\": 33.387}}, {\"47693\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-17 22:13:57.000000+00:00\", \"2021-01-15 22:37:29.000000+00:00\", \"2022-11-13 01:54:47.000000+00:00\", \"2022-09-11 15:46:32.000000+00:00\", \"2021-04-19 16:56:49.000000+00:00\", \"2022-01-06 05:04:12.000000+00:00\"], \"session_ids\": [\"23bb43b1-d07b-4f93-afce-fba5ca04c3cf\", \"2389cbac-3582-404e-9ac9-87f918b75efd\", \"6e2dce79-dc48-4765-b3ee-d17834141967\", \"7f86c6ae-6e82-46d2-baad-7cf89632fa5e\", \"f3be30b6-6544-4fdc-9305-5ab818a9b9d0\", \"c28e02c1-7c71-4ae2-a61a-8e142b849846\"], \"total_duration\": 4158.0, \"total_sessions\": 6, \"mean_week_duration\": 26.654}}, {\"64348\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-13 20:37:23.000000+00:00\", \"2021-08-08 22:46:05.000000+00:00\", \"2020-11-12 01:52:41.000000+00:00\", \"2022-12-08 03:57:09.000000+00:00\", \"2021-04-01 08:27:14.000000+00:00\", \"2022-02-18 17:25:31.000000+00:00\", \"2021-06-08 11:37:31.000000+00:00\"], \"session_ids\": [\"8de24e4a-e73d-4d15-81d0-98676faa8ed4\", \"7549caec-fb0b-4025-946d-9f089b785aed\", \"9c9d5cd8-9bd2-4a97-aa90-9bcb8987e587\", \"1f2de2fd-2d6e-4b39-b508-970ceb96ad20\", \"6d7214c8-18ac-45cd-875e-642b6d66121a\", \"36202e54-3118-491a-a94d-d4938b81bf07\", \"2791ae8c-0b83-4d20-90e8-171039af3b44\"], \"total_duration\": 225.0, \"total_sessions\": 7, \"mean_week_duration\": 2.083}}, {\"31133\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-11-27 04:04:07.000000+00:00\", \"2021-08-27 13:17:28.000000+00:00\", \"2021-08-02 19:25:33.000000+00:00\", \"2019-06-16 04:02:31.000000+00:00\", \"2022-02-04 19:01:49.000000+00:00\", \"2020-10-27 20:30:32.000000+00:00\"], \"session_ids\": [\"93cee794-baaf-40e4-b2a8-501efe76ce19\", \"28da08df-d126-4c02-b970-22f67c31aa99\", \"cad40a89-d52e-4091-b029-c49b267416ee\", \"ecbbd7ba-6ed2-4d11-b2c5-279814902d1a\", \"b8fc608f-1079-44c6-8d3a-0259645f6acc\", \"ae9ae66a-3be2-4d0f-bdf7-a35e9c9a4d91\"], \"total_duration\": 69.0, \"total_sessions\": 6, \"mean_week_duration\": 0.5}}]\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[{\"69874\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-28 08:37:49.000000+00:00\", \"2020-07-30 12:06:11.000000+00:00\", \"2023-01-17 19:58:33.000000+00:00\", \"2019-02-18 21:38:58.000000+00:00\", \"2021-08-05 16:07:07.000000+00:00\", \"2019-06-16 11:01:07.000000+00:00\", \"2019-12-16 15:07:53.000000+00:00\", \"2020-01-18 21:43:25.000000+00:00\", \"2023-05-13 16:47:42.000000+00:00\"], \"session_ids\": [\"70f1b1ad-d995-4ef0-bc8f-4416e07c420d\", \"88cd7aaf-ba5c-4398-8c1b-ab0698377439\", \"06856043-b611-461e-b761-a7f8ab3f9beb\", \"6f847dc4-7872-4fa4-b4f9-bf418b785c89\", \"48441048-35a0-4c14-af4c-84dfc604f383\", \"f15f2419-3561-4c60-a531-b2eaec82e5f4\", \"d01a04d9-f3b0-4b54-94d5-c3e0e5fe4a89\", \"097f4760-9ace-4576-9a5f-2d997cf5bf8d\", \"d32cdbbd-bada-4d73-bc99-7de3bcad3d94\"], \"total_duration\": 6767.0, \"total_sessions\": 9, \"mean_week_duration\": 30.62}}, {\"34488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-24 08:10:52.000000+00:00\", \"2019-04-19 19:21:01.000000+00:00\", \"2021-10-26 11:24:16.000000+00:00\", \"2022-12-11 03:23:14.000000+00:00\", \"2019-07-23 04:06:51.000000+00:00\", \"2022-02-25 09:33:37.000000+00:00\"], \"session_ids\": [\"8355af69-d322-46f0-a1d9-2f9f39fd127f\", \"72e112c4-20d5-496e-8c65-df35f633cea6\", \"c46a5ff7-ccb7-4a23-9eb9-e4ff6dc224f1\", \"6e92721b-a070-46d8-9f3e-da1ce7ef4411\", \"9696c4fc-514d-400a-9ffb-8384dcbc8879\", \"b0d067b6-7d69-4dfd-a8f1-9afbf4830262\"], \"total_duration\": 6377.0, \"total_sessions\": 6, \"mean_week_duration\": 33.387}}, {\"47693\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-17 22:13:57.000000+00:00\", \"2021-01-15 22:37:29.000000+00:00\", \"2022-11-13 01:54:47.000000+00:00\", \"2022-09-11 15:46:32.000000+00:00\", \"2021-04-19 16:56:49.000000+00:00\", \"2022-01-06 05:04:12.000000+00:00\"], \"session_ids\": [\"23bb43b1-d07b-4f93-afce-fba5ca04c3cf\", \"2389cbac-3582-404e-9ac9-87f918b75efd\", \"6e2dce79-dc48-4765-b3ee-d17834141967\", \"7f86c6ae-6e82-46d2-baad-7cf89632fa5e\", \"f3be30b6-6544-4fdc-9305-5ab818a9b9d0\", \"c28e02c1-7c71-4ae2-a61a-8e142b849846\"], \"total_duration\": 4158.0, \"total_sessions\": 6, \"mean_week_duration\": 26.654}}, {\"64348\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-13 20:37:23.000000+00:00\", \"2021-08-08 22:46:05.000000+00:00\", \"2020-11-12 01:52:41.000000+00:00\", \"2022-12-08 03:57:09.000000+00:00\", \"2021-04-01 08:27:14.000000+00:00\", \"2022-02-18 17:25:31.000000+00:00\", \"2021-06-08 11:37:31.000000+00:00\"], \"session_ids\": [\"8de24e4a-e73d-4d15-81d0-98676faa8ed4\", \"7549caec-fb0b-4025-946d-9f089b785aed\", \"9c9d5cd8-9bd2-4a97-aa90-9bcb8987e587\", \"1f2de2fd-2d6e-4b39-b508-970ceb96ad20\", \"6d7214c8-18ac-45cd-875e-642b6d66121a\", \"36202e54-3118-491a-a94d-d4938b81bf07\", \"2791ae8c-0b83-4d20-90e8-171039af3b44\"], \"total_duration\": 225.0, \"total_sessions\": 7, \"mean_week_duration\": 2.083}}]\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[{\"69874\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-03-28 08:37:49.000000+00:00\", \"2020-07-30 12:06:11.000000+00:00\", \"2023-01-17 19:58:33.000000+00:00\", \"2019-02-18 21:38:58.000000+00:00\", \"2021-08-05 16:07:07.000000+00:00\", \"2019-06-16 11:01:07.000000+00:00\", \"2019-12-16 15:07:53.000000+00:00\", \"2020-01-18 21:43:25.000000+00:00\", \"2023-05-13 16:47:42.000000+00:00\"], \"session_ids\": [\"70f1b1ad-d995-4ef0-bc8f-4416e07c420d\", \"88cd7aaf-ba5c-4398-8c1b-ab0698377439\", \"06856043-b611-461e-b761-a7f8ab3f9beb\", \"6f847dc4-7872-4fa4-b4f9-bf418b785c89\", \"48441048-35a0-4c14-af4c-84dfc604f383\", \"f15f2419-3561-4c60-a531-b2eaec82e5f4\", \"d01a04d9-f3b0-4b54-94d5-c3e0e5fe4a89\", \"097f4760-9ace-4576-9a5f-2d997cf5bf8d\", \"d32cdbbd-bada-4d73-bc99-7de3bcad3d94\"], \"total_duration\": 6767.0, \"total_sessions\": 9, \"mean_week_duration\": 30.62}}, {\"34488\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-24 08:10:52.000000+00:00\", \"2019-04-19 19:21:01.000000+00:00\", \"2021-10-26 11:24:16.000000+00:00\", \"2022-12-11 03:23:14.000000+00:00\", \"2019-07-23 04:06:51.000000+00:00\", \"2022-02-25 09:33:37.000000+00:00\"], \"session_ids\": [\"8355af69-d322-46f0-a1d9-2f9f39fd127f\", \"72e112c4-20d5-496e-8c65-df35f633cea6\", \"c46a5ff7-ccb7-4a23-9eb9-e4ff6dc224f1\", \"6e92721b-a070-46d8-9f3e-da1ce7ef4411\", \"9696c4fc-514d-400a-9ffb-8384dcbc8879\", \"b0d067b6-7d69-4dfd-a8f1-9afbf4830262\"], \"total_duration\": 6377.0, \"total_sessions\": 6, \"mean_week_duration\": 33.387}}, {\"47693\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-17 22:13:57.000000+00:00\", \"2021-01-15 22:37:29.000000+00:00\", \"2022-11-13 01:54:47.000000+00:00\", \"2022-09-11 15:46:32.000000+00:00\", \"2021-04-19 16:56:49.000000+00:00\", \"2022-01-06 05:04:12.000000+00:00\"], \"session_ids\": [\"23bb43b1-d07b-4f93-afce-fba5ca04c3cf\", \"2389cbac-3582-404e-9ac9-87f918b75efd\", \"6e2dce79-dc48-4765-b3ee-d17834141967\", \"7f86c6ae-6e82-46d2-baad-7cf89632fa5e\", \"f3be30b6-6544-4fdc-9305-5ab818a9b9d0\", \"c28e02c1-7c71-4ae2-a61a-8e142b849846\"], \"total_duration\": 4158.0, \"total_sessions\": 6, \"mean_week_duration\": 26.654}}, {\"64348\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-13 20:37:23.000000+00:00\", \"2021-08-08 22:46:05.000000+00:00\", \"2020-11-12 01:52:41.000000+00:00\", \"2022-12-08 03:57:09.000000+00:00\", \"2021-04-01 08:27:14.000000+00:00\", \"2022-02-18 17:25:31.000000+00:00\", \"2021-06-08 11:37:31.000000+00:00\"], \"session_ids\": [\"8de24e4a-e73d-4d15-81d0-98676faa8ed4\", \"7549caec-fb0b-4025-946d-9f089b785aed\", \"9c9d5cd8-9bd2-4a97-aa90-9bcb8987e587\", \"1f2de2fd-2d6e-4b39-b508-970ceb96ad20\", \"6d7214c8-18ac-45cd-875e-642b6d66121a\", \"36202e54-3118-491a-a94d-d4938b81bf07\", \"2791ae8c-0b83-4d20-90e8-171039af3b44\"], \"total_duration\": 225.0, \"total_sessions\": 7, \"mean_week_duration\": 2.083}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 6 users who have sessions total smaller than 4 and bigger than 10 (not including) and apply sorting by time using the app per week ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"68633\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-04-12 15:50:03.000000+00:00\", \"2020-02-12 09:28:40.000000+00:00\", \"2019-04-03 17:53:24.000000+00:00\", \"2022-03-10 09:02:07.000000+00:00\"], \"session_ids\": [\"7bcb3b6e-c0b0-4792-b6b6-d2d0c165bc63\", \"626cb1fa-573f-4528-872c-4f64c991aa01\", \"545816d4-ea5b-4133-b8a5-d9ac450ba77d\", \"62453b9e-fde3-4c6e-a256-d2a81c040df2\"], \"total_duration\": 656.0, \"total_sessions\": 4, \"mean_week_duration\": 3.124}, \"80983\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-09-22 09:52:33.000000+00:00\", \"2019-05-25 08:56:05.000000+00:00\", \"2019-06-30 17:47:23.000000+00:00\", \"2020-04-06 18:30:03.000000+00:00\", \"2020-09-26 23:51:22.000000+00:00\", \"2019-03-03 16:29:51.000000+00:00\"], \"session_ids\": [\"8c0f5868-ebe6-410e-a6f0-36520de1b6de\", \"64f5674d-2eef-4b66-86ce-4b82f29a0eb0\", \"7869864b-c4f1-4ce2-8456-08151e5c9460\", \"8d1e5f16-dd0f-4467-9fc6-1e20de2ea712\", \"b01590fe-b9df-4107-bdde-93d2cc8befff\", \"8ffd79f0-c9f0-4e3d-8327-037a1d4cce06\"], \"total_duration\": 2962.0, \"total_sessions\": 6, \"mean_week_duration\": 36.122}, \"9348\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-04 03:57:03.000000+00:00\", \"2020-01-16 06:28:37.000000+00:00\"], \"session_ids\": [\"e1c1fe4b-19d9-48c1-8fc2-b281ca136c78\", \"7ba86852-82e4-409d-8e7c-af4d319d23f4\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 3.973}, \"17354\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-22 16:30:22.000000+00:00\", \"2020-06-19 09:36:51.000000+00:00\", \"2023-01-28 03:14:00.000000+00:00\"], \"session_ids\": [\"507135a2-9c65-4193-975e-1b8758eb68f0\", \"34d1d845-f2d3-4e53-ad95-ac446aecbdd9\", \"9f317f3f-ea8a-42a6-8c45-2ae7aabd033e\"], \"total_duration\": 157.0, \"total_sessions\": 3, \"mean_week_duration\": 1.154}, \"83668\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-05-21 23:24:42.000000+00:00\", \"2019-10-08 12:33:39.000000+00:00\", \"2020-03-04 14:06:24.000000+00:00\", \"2019-11-20 13:40:48.000000+00:00\", \"2021-06-17 00:50:42.000000+00:00\", \"2022-07-15 02:25:56.000000+00:00\", \"2022-01-16 12:12:01.000000+00:00\", \"2020-10-06 17:54:29.000000+00:00\", \"2021-07-22 03:53:00.000000+00:00\", \"2021-03-23 12:32:15.000000+00:00\"], \"session_ids\": [\"cc339a3f-171d-4515-a497-e424ae6cd5d2\", \"ac9e3532-6b3b-4e9e-b373-66fd38bd7ba7\", \"298104c7-f099-412a-bd6d-67d5d2b38b92\", \"02ad10a2-505b-4c8f-b44a-b61f768ad84d\", \"2643959a-7199-498f-a236-5cd35f8fd137\", \"bfb01ba1-2056-4b00-b7e6-1dd4143900b2\", \"829c2664-14f9-4be8-b7aa-9e896ac57d0c\", \"1f3c78de-30ad-4c02-90d7-828648045e76\", \"61d0f04c-4d46-4305-8016-d5f5c1cf7018\", \"8290759c-6222-4176-8e53-c495be255d14\"], \"total_duration\": 1857.0, \"total_sessions\": 10, \"mean_week_duration\": 11.255}, \"36479\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-13 19:37:34.000000+00:00\", \"2022-07-16 08:08:12.000000+00:00\"], \"session_ids\": [\"410ae520-5e78-4518-9d15-a65ac8f65d60\", \"4b7e2bdc-e262-4954-9334-2db6f2fea946\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 2.946}, \"55459\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-31 04:53:10.000000+00:00\", \"2022-12-27 06:45:06.000000+00:00\", \"2023-01-02 07:44:43.000000+00:00\", \"2023-03-04 07:42:09.000000+00:00\"], \"session_ids\": [\"e9c202a9-209b-4cc5-8e82-67f5d426bcfa\", \"644c6aa5-0f09-4765-9433-e505c0c47553\", \"07946b20-37cf-43b3-8112-71c7521174f2\", \"ef982d05-c12b-437b-b051-0fbe24f489aa\"], \"total_duration\": 1455.0, \"total_sessions\": 4, \"mean_week_duration\": 12.763}, \"5549\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-11-04 19:49:06.000000+00:00\", \"2019-04-25 23:14:31.000000+00:00\", \"2020-11-23 10:49:25.000000+00:00\", \"2022-04-25 15:10:30.000000+00:00\", \"2020-12-17 20:32:37.000000+00:00\"], \"session_ids\": [\"1f105414-3188-4be3-aa75-8639ff69f10a\", \"db8a8866-b3f5-4e0f-b00c-f81570204415\", \"97d182d7-3065-406d-92f9-5db5a9a20715\", \"62ee350b-5d76-410b-9b64-c2b0ac7d126a\", \"8bc445a8-6f5e-4d8d-a6b8-43dd05df804c\"], \"total_duration\": 444.0, \"total_sessions\": 5, \"mean_week_duration\": 2.413}, \"72435\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-01 18:05:26.000000+00:00\", \"2022-03-07 01:31:38.000000+00:00\", \"2022-05-21 15:25:17.000000+00:00\"], \"session_ids\": [\"4501c61d-4c4e-46ab-808f-5e57fcb7b42d\", \"1bcd37c8-debe-4281-8f49-fa4b397ce905\", \"125b6e98-7ca0-4780-9266-2a068c01549a\"], \"total_duration\": 98.0, \"total_sessions\": 3, \"mean_week_duration\": 8.909}, \"60838\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-11-02 16:10:39.000000+00:00\", \"2020-01-17 11:07:18.000000+00:00\"], \"session_ids\": [\"232d9296-f4cb-42b2-aecd-9e2b012b17c8\", \"917c3a25-312d-4be1-9e3b-c0b25f4d4e3c\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 9.667}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 4 and are greater than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[4, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"68633\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-04-12 15:50:03.000000+00:00\", \"2020-02-12 09:28:40.000000+00:00\", \"2019-04-03 17:53:24.000000+00:00\", \"2022-03-10 09:02:07.000000+00:00\"], \"session_ids\": [\"7bcb3b6e-c0b0-4792-b6b6-d2d0c165bc63\", \"626cb1fa-573f-4528-872c-4f64c991aa01\", \"545816d4-ea5b-4133-b8a5-d9ac450ba77d\", \"62453b9e-fde3-4c6e-a256-d2a81c040df2\"], \"total_duration\": 656.0, \"total_sessions\": 4, \"mean_week_duration\": 3.124}, \"9348\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-04 03:57:03.000000+00:00\", \"2020-01-16 06:28:37.000000+00:00\"], \"session_ids\": [\"e1c1fe4b-19d9-48c1-8fc2-b281ca136c78\", \"7ba86852-82e4-409d-8e7c-af4d319d23f4\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 3.973}, \"17354\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-22 16:30:22.000000+00:00\", \"2020-06-19 09:36:51.000000+00:00\", \"2023-01-28 03:14:00.000000+00:00\"], \"session_ids\": [\"507135a2-9c65-4193-975e-1b8758eb68f0\", \"34d1d845-f2d3-4e53-ad95-ac446aecbdd9\", \"9f317f3f-ea8a-42a6-8c45-2ae7aabd033e\"], \"total_duration\": 157.0, \"total_sessions\": 3, \"mean_week_duration\": 1.154}, \"36479\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-13 19:37:34.000000+00:00\", \"2022-07-16 08:08:12.000000+00:00\"], \"session_ids\": [\"410ae520-5e78-4518-9d15-a65ac8f65d60\", \"4b7e2bdc-e262-4954-9334-2db6f2fea946\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 2.946}, \"55459\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-31 04:53:10.000000+00:00\", \"2022-12-27 06:45:06.000000+00:00\", \"2023-01-02 07:44:43.000000+00:00\", \"2023-03-04 07:42:09.000000+00:00\"], \"session_ids\": [\"e9c202a9-209b-4cc5-8e82-67f5d426bcfa\", \"644c6aa5-0f09-4765-9433-e505c0c47553\", \"07946b20-37cf-43b3-8112-71c7521174f2\", \"ef982d05-c12b-437b-b051-0fbe24f489aa\"], \"total_duration\": 1455.0, \"total_sessions\": 4, \"mean_week_duration\": 12.763}, \"72435\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-01 18:05:26.000000+00:00\", \"2022-03-07 01:31:38.000000+00:00\", \"2022-05-21 15:25:17.000000+00:00\"], \"session_ids\": [\"4501c61d-4c4e-46ab-808f-5e57fcb7b42d\", \"1bcd37c8-debe-4281-8f49-fa4b397ce905\", \"125b6e98-7ca0-4780-9266-2a068c01549a\"], \"total_duration\": 98.0, \"total_sessions\": 3, \"mean_week_duration\": 8.909}, \"60838\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-11-02 16:10:39.000000+00:00\", \"2020-01-17 11:07:18.000000+00:00\"], \"session_ids\": [\"232d9296-f4cb-42b2-aecd-9e2b012b17c8\", \"917c3a25-312d-4be1-9e3b-c0b25f4d4e3c\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 9.667}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17354\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-22 16:30:22.000000+00:00\", \"2020-06-19 09:36:51.000000+00:00\", \"2023-01-28 03:14:00.000000+00:00\"], \"session_ids\": [\"507135a2-9c65-4193-975e-1b8758eb68f0\", \"34d1d845-f2d3-4e53-ad95-ac446aecbdd9\", \"9f317f3f-ea8a-42a6-8c45-2ae7aabd033e\"], \"total_duration\": 157.0, \"total_sessions\": 3, \"mean_week_duration\": 1.154}}, {\"36479\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-13 19:37:34.000000+00:00\", \"2022-07-16 08:08:12.000000+00:00\"], \"session_ids\": [\"410ae520-5e78-4518-9d15-a65ac8f65d60\", \"4b7e2bdc-e262-4954-9334-2db6f2fea946\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 2.946}}, {\"68633\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-04-12 15:50:03.000000+00:00\", \"2020-02-12 09:28:40.000000+00:00\", \"2019-04-03 17:53:24.000000+00:00\", \"2022-03-10 09:02:07.000000+00:00\"], \"session_ids\": [\"7bcb3b6e-c0b0-4792-b6b6-d2d0c165bc63\", \"626cb1fa-573f-4528-872c-4f64c991aa01\", \"545816d4-ea5b-4133-b8a5-d9ac450ba77d\", \"62453b9e-fde3-4c6e-a256-d2a81c040df2\"], \"total_duration\": 656.0, \"total_sessions\": 4, \"mean_week_duration\": 3.124}}, {\"9348\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-04 03:57:03.000000+00:00\", \"2020-01-16 06:28:37.000000+00:00\"], \"session_ids\": [\"e1c1fe4b-19d9-48c1-8fc2-b281ca136c78\", \"7ba86852-82e4-409d-8e7c-af4d319d23f4\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 3.973}}, {\"72435\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-01 18:05:26.000000+00:00\", \"2022-03-07 01:31:38.000000+00:00\", \"2022-05-21 15:25:17.000000+00:00\"], \"session_ids\": [\"4501c61d-4c4e-46ab-808f-5e57fcb7b42d\", \"1bcd37c8-debe-4281-8f49-fa4b397ce905\", \"125b6e98-7ca0-4780-9266-2a068c01549a\"], \"total_duration\": 98.0, \"total_sessions\": 3, \"mean_week_duration\": 8.909}}, {\"60838\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-11-02 16:10:39.000000+00:00\", \"2020-01-17 11:07:18.000000+00:00\"], \"session_ids\": [\"232d9296-f4cb-42b2-aecd-9e2b012b17c8\", \"917c3a25-312d-4be1-9e3b-c0b25f4d4e3c\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 9.667}}, {\"55459\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-31 04:53:10.000000+00:00\", \"2022-12-27 06:45:06.000000+00:00\", \"2023-01-02 07:44:43.000000+00:00\", \"2023-03-04 07:42:09.000000+00:00\"], \"session_ids\": [\"e9c202a9-209b-4cc5-8e82-67f5d426bcfa\", \"644c6aa5-0f09-4765-9433-e505c0c47553\", \"07946b20-37cf-43b3-8112-71c7521174f2\", \"ef982d05-c12b-437b-b051-0fbe24f489aa\"], \"total_duration\": 1455.0, \"total_sessions\": 4, \"mean_week_duration\": 12.763}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 6 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17354\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-22 16:30:22.000000+00:00\", \"2020-06-19 09:36:51.000000+00:00\", \"2023-01-28 03:14:00.000000+00:00\"], \"session_ids\": [\"507135a2-9c65-4193-975e-1b8758eb68f0\", \"34d1d845-f2d3-4e53-ad95-ac446aecbdd9\", \"9f317f3f-ea8a-42a6-8c45-2ae7aabd033e\"], \"total_duration\": 157.0, \"total_sessions\": 3, \"mean_week_duration\": 1.154}}, {\"36479\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-13 19:37:34.000000+00:00\", \"2022-07-16 08:08:12.000000+00:00\"], \"session_ids\": [\"410ae520-5e78-4518-9d15-a65ac8f65d60\", \"4b7e2bdc-e262-4954-9334-2db6f2fea946\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 2.946}}, {\"68633\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-04-12 15:50:03.000000+00:00\", \"2020-02-12 09:28:40.000000+00:00\", \"2019-04-03 17:53:24.000000+00:00\", \"2022-03-10 09:02:07.000000+00:00\"], \"session_ids\": [\"7bcb3b6e-c0b0-4792-b6b6-d2d0c165bc63\", \"626cb1fa-573f-4528-872c-4f64c991aa01\", \"545816d4-ea5b-4133-b8a5-d9ac450ba77d\", \"62453b9e-fde3-4c6e-a256-d2a81c040df2\"], \"total_duration\": 656.0, \"total_sessions\": 4, \"mean_week_duration\": 3.124}}, {\"9348\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-04 03:57:03.000000+00:00\", \"2020-01-16 06:28:37.000000+00:00\"], \"session_ids\": [\"e1c1fe4b-19d9-48c1-8fc2-b281ca136c78\", \"7ba86852-82e4-409d-8e7c-af4d319d23f4\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 3.973}}, {\"72435\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-01 18:05:26.000000+00:00\", \"2022-03-07 01:31:38.000000+00:00\", \"2022-05-21 15:25:17.000000+00:00\"], \"session_ids\": [\"4501c61d-4c4e-46ab-808f-5e57fcb7b42d\", \"1bcd37c8-debe-4281-8f49-fa4b397ce905\", \"125b6e98-7ca0-4780-9266-2a068c01549a\"], \"total_duration\": 98.0, \"total_sessions\": 3, \"mean_week_duration\": 8.909}}, {\"60838\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-11-02 16:10:39.000000+00:00\", \"2020-01-17 11:07:18.000000+00:00\"], \"session_ids\": [\"232d9296-f4cb-42b2-aecd-9e2b012b17c8\", \"917c3a25-312d-4be1-9e3b-c0b25f4d4e3c\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 9.667}}]\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[{\"17354\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-05-22 16:30:22.000000+00:00\", \"2020-06-19 09:36:51.000000+00:00\", \"2023-01-28 03:14:00.000000+00:00\"], \"session_ids\": [\"507135a2-9c65-4193-975e-1b8758eb68f0\", \"34d1d845-f2d3-4e53-ad95-ac446aecbdd9\", \"9f317f3f-ea8a-42a6-8c45-2ae7aabd033e\"], \"total_duration\": 157.0, \"total_sessions\": 3, \"mean_week_duration\": 1.154}}, {\"36479\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-09-13 19:37:34.000000+00:00\", \"2022-07-16 08:08:12.000000+00:00\"], \"session_ids\": [\"410ae520-5e78-4518-9d15-a65ac8f65d60\", \"4b7e2bdc-e262-4954-9334-2db6f2fea946\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 2.946}}, {\"68633\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-04-12 15:50:03.000000+00:00\", \"2020-02-12 09:28:40.000000+00:00\", \"2019-04-03 17:53:24.000000+00:00\", \"2022-03-10 09:02:07.000000+00:00\"], \"session_ids\": [\"7bcb3b6e-c0b0-4792-b6b6-d2d0c165bc63\", \"626cb1fa-573f-4528-872c-4f64c991aa01\", \"545816d4-ea5b-4133-b8a5-d9ac450ba77d\", \"62453b9e-fde3-4c6e-a256-d2a81c040df2\"], \"total_duration\": 656.0, \"total_sessions\": 4, \"mean_week_duration\": 3.124}}, {\"9348\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-03-04 03:57:03.000000+00:00\", \"2020-01-16 06:28:37.000000+00:00\"], \"session_ids\": [\"e1c1fe4b-19d9-48c1-8fc2-b281ca136c78\", \"7ba86852-82e4-409d-8e7c-af4d319d23f4\"], \"total_duration\": 441.0, \"total_sessions\": 2, \"mean_week_duration\": 3.973}}, {\"72435\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-01 18:05:26.000000+00:00\", \"2022-03-07 01:31:38.000000+00:00\", \"2022-05-21 15:25:17.000000+00:00\"], \"session_ids\": [\"4501c61d-4c4e-46ab-808f-5e57fcb7b42d\", \"1bcd37c8-debe-4281-8f49-fa4b397ce905\", \"125b6e98-7ca0-4780-9266-2a068c01549a\"], \"total_duration\": 98.0, \"total_sessions\": 3, \"mean_week_duration\": 8.909}}, {\"60838\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-11-02 16:10:39.000000+00:00\", \"2020-01-17 11:07:18.000000+00:00\"], \"session_ids\": [\"232d9296-f4cb-42b2-aecd-9e2b012b17c8\", \"917c3a25-312d-4be1-9e3b-c0b25f4d4e3c\"], \"total_duration\": 406.0, \"total_sessions\": 2, \"mean_week_duration\": 9.667}}]\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 2 users who have time using the app per week strictly bigger than 13 and smaller than 40 also implement sorting by aver of time using the app per week from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"16912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-18 01:45:19.000000+00:00\", \"2022-06-12 03:27:03.000000+00:00\"], \"session_ids\": [\"da22532a-7324-4159-97d3-0028a2981345\", \"00eb3531-9499-4bad-8c98-4c5dedc0c014\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 22.4}, \"46415\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-06-26 21:01:03.000000+00:00\", \"2021-12-17 01:22:29.000000+00:00\", \"2022-12-29 12:13:26.000000+00:00\", \"2021-12-06 13:35:37.000000+00:00\", \"2022-03-15 17:56:47.000000+00:00\"], \"session_ids\": [\"0ba57a20-3f44-4e43-bf49-dbd38b40f014\", \"f3adcf02-bb76-4328-95fd-d1dfe2a4953f\", \"f5814d1d-6fc3-4c29-97e5-1de3dd655297\", \"f61f62f9-4098-4b46-ab4f-ee1d706e0865\", \"600c72da-6606-45b5-b13c-95bec297f8ce\"], \"total_duration\": 3522.0, \"total_sessions\": 5, \"mean_week_duration\": 19.246}, \"83330\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-05 02:39:07.000000+00:00\", \"2021-07-18 18:47:10.000000+00:00\", \"2019-07-31 20:45:36.000000+00:00\", \"2022-04-11 19:15:40.000000+00:00\", \"2023-03-05 10:38:52.000000+00:00\", \"2022-03-21 02:45:55.000000+00:00\"], \"session_ids\": [\"b93b678d-9a53-4d02-a0f7-1bbc0a7a6c1b\", \"15408966-b819-456f-afd4-94829005a01d\", \"a5be59ac-d059-4491-afbf-a2cdd176428b\", \"e579f713-af86-4c24-b019-887ab1b6c2f6\", \"c68c75c1-2e2d-406e-83d3-c9b77ac6eb45\", \"4834d31b-9d70-49a0-89ca-7cbcec3a5566\"], \"total_duration\": 71.0, \"total_sessions\": 6, \"mean_week_duration\": 0.378}, \"44195\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-08 06:33:16.000000+00:00\", \"2022-03-13 08:03:56.000000+00:00\"], \"session_ids\": [\"d0f4c780-a3a2-4f8f-a0e1-e5dcb23d1750\", \"823f9545-c9d2-44cd-ad13-7bc841c98aa6\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 1.79}, \"51500\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-01-25 07:44:30.000000+00:00\", \"2019-06-23 04:05:16.000000+00:00\", \"2023-01-06 09:12:50.000000+00:00\", \"2022-10-24 19:16:18.000000+00:00\", \"2023-03-18 07:56:59.000000+00:00\", \"2023-01-24 06:17:05.000000+00:00\", \"2021-08-19 15:49:17.000000+00:00\", \"2020-10-08 15:01:12.000000+00:00\", \"2019-06-25 23:58:21.000000+00:00\", \"2019-12-27 22:18:03.000000+00:00\", \"2021-02-14 19:49:31.000000+00:00\"], \"session_ids\": [\"867f5db4-93dc-4f12-9419-eb5cbf11503b\", \"4097e1c8-73aa-48e6-a541-b29c9866b72c\", \"d37a8bbf-fc40-4e27-8cfd-a079e6c66dba\", \"c4f0b22f-2df5-4d55-849b-1cd81a74bf37\", \"a4964c20-33df-43b9-b114-becde0000c97\", \"305d4d71-9849-447a-a55f-1dba79f40f6f\", \"62fdf2e8-ffe2-44d4-a925-6a8995242945\", \"8270bebe-1a3c-437b-9409-60444124ca39\", \"5959c670-1744-42db-bd05-cb5cfe13ae29\", \"b2efa164-87e7-4113-89e0-30d6fac1f114\", \"db9f30f3-e9d2-4e74-8b87-ac3e7a7c0384\"], \"total_duration\": 58985.0, \"total_sessions\": 11, \"mean_week_duration\": 271.82}, \"50899\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-05-27 09:09:39.000000+00:00\", \"2022-09-09 21:12:40.000000+00:00\", \"2021-02-15 11:40:43.000000+00:00\", \"2019-08-16 19:37:03.000000+00:00\", \"2023-05-26 20:30:50.000000+00:00\", \"2021-05-21 16:15:48.000000+00:00\", \"2022-09-07 05:02:58.000000+00:00\", \"2023-05-20 08:57:29.000000+00:00\", \"2023-05-03 19:02:22.000000+00:00\"], \"session_ids\": [\"fdad57a8-78bb-4008-9674-7eabca4d7595\", \"6181a26f-a548-42c9-8abf-1efd081fd6c3\", \"e020234e-72d0-4f3e-a3d4-7aebaab87c88\", \"6b80e552-429a-4826-a616-a292b1247d65\", \"4da62cee-6ae6-4501-a1b0-ffbbb25ea996\", \"95123d14-ebd4-4c21-9494-6d63b80f3945\", \"2ba2ba53-1b47-4039-b2d4-29c28b8b5d4d\", \"35d1f648-1454-4f22-8b5b-17e28529d64d\", \"40ac125c-686e-430e-bcef-560b86705dab\"], \"total_duration\": 597.0, \"total_sessions\": 9, \"mean_week_duration\": 2.856}, \"13108\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-10-11 20:40:30.000000+00:00\", \"2020-11-11 10:13:14.000000+00:00\", \"2020-10-01 03:17:32.000000+00:00\", \"2021-10-12 04:50:37.000000+00:00\", \"2019-03-22 01:37:46.000000+00:00\", \"2019-04-11 20:06:20.000000+00:00\"], \"session_ids\": [\"7d30db92-7727-4fc2-8952-7ddcf44aa349\", \"f374888d-08f2-4bd0-b3ae-294e56caf035\", \"adb3664f-60b7-4dcb-9554-57e25a353fc0\", \"f34d060e-e786-4249-a144-646badcdb865\", \"02e03595-b42e-4a20-8e0d-7966ad5edbbe\", \"06a3dc02-768a-402c-991f-8ea1a94d49a8\"], \"total_duration\": 516.0, \"total_sessions\": 6, \"mean_week_duration\": 3.851}, \"2071\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-18 23:41:49.000000+00:00\", \"2022-04-25 12:12:52.000000+00:00\"], \"session_ids\": [\"dcdd66a7-095d-442e-95ea-89e2b1bce01b\", \"3ac55215-670d-4b9e-8689-fe535cf3ad95\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 6.765}, \"84350\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-29 00:39:20.000000+00:00\", \"2023-04-24 16:38:08.000000+00:00\", \"2020-05-25 00:29:15.000000+00:00\", \"2020-02-12 12:15:26.000000+00:00\", \"2022-10-15 16:42:50.000000+00:00\", \"2022-04-14 02:12:04.000000+00:00\"], \"session_ids\": [\"7284e89d-c0c6-488b-9226-6876f045976d\", \"1251ad63-634c-4171-88ec-c09f95a16623\", \"9423dcbd-aff0-4bc4-ac7d-fa5ec079ca0b\", \"18e6dac5-61eb-4e75-869a-c192ff578bf4\", \"e0dde1a1-5f47-4d92-b012-be8b6d552e82\", \"c791526b-6ad5-48b6-87db-558abb68284d\"], \"total_duration\": 6119.0, \"total_sessions\": 6, \"mean_week_duration\": 36.641}, \"87339\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-04-19 01:44:06.000000+00:00\", \"2020-03-29 04:55:43.000000+00:00\", \"2020-09-01 17:01:17.000000+00:00\", \"2022-11-10 19:37:27.000000+00:00\"], \"session_ids\": [\"8490b041-6ae5-40e8-b0b5-a7d14423417d\", \"9f887e02-8607-4059-b6f4-10f846d4ba92\", \"6228bb72-558c-46c2-b99b-4418707a55fc\", \"a3720fd3-110b-4a4b-a848-125f21e30362\"], \"total_duration\": 30.0, \"total_sessions\": 4, \"mean_week_duration\": 0.219}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 13 and are equal or less than 40"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[13, 40]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"16912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-18 01:45:19.000000+00:00\", \"2022-06-12 03:27:03.000000+00:00\"], \"session_ids\": [\"da22532a-7324-4159-97d3-0028a2981345\", \"00eb3531-9499-4bad-8c98-4c5dedc0c014\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 22.4}, \"46415\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-06-26 21:01:03.000000+00:00\", \"2021-12-17 01:22:29.000000+00:00\", \"2022-12-29 12:13:26.000000+00:00\", \"2021-12-06 13:35:37.000000+00:00\", \"2022-03-15 17:56:47.000000+00:00\"], \"session_ids\": [\"0ba57a20-3f44-4e43-bf49-dbd38b40f014\", \"f3adcf02-bb76-4328-95fd-d1dfe2a4953f\", \"f5814d1d-6fc3-4c29-97e5-1de3dd655297\", \"f61f62f9-4098-4b46-ab4f-ee1d706e0865\", \"600c72da-6606-45b5-b13c-95bec297f8ce\"], \"total_duration\": 3522.0, \"total_sessions\": 5, \"mean_week_duration\": 19.246}, \"84350\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-29 00:39:20.000000+00:00\", \"2023-04-24 16:38:08.000000+00:00\", \"2020-05-25 00:29:15.000000+00:00\", \"2020-02-12 12:15:26.000000+00:00\", \"2022-10-15 16:42:50.000000+00:00\", \"2022-04-14 02:12:04.000000+00:00\"], \"session_ids\": [\"7284e89d-c0c6-488b-9226-6876f045976d\", \"1251ad63-634c-4171-88ec-c09f95a16623\", \"9423dcbd-aff0-4bc4-ac7d-fa5ec079ca0b\", \"18e6dac5-61eb-4e75-869a-c192ff578bf4\", \"e0dde1a1-5f47-4d92-b012-be8b6d552e82\", \"c791526b-6ad5-48b6-87db-558abb68284d\"], \"total_duration\": 6119.0, \"total_sessions\": 6, \"mean_week_duration\": 36.641}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84350\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-29 00:39:20.000000+00:00\", \"2023-04-24 16:38:08.000000+00:00\", \"2020-05-25 00:29:15.000000+00:00\", \"2020-02-12 12:15:26.000000+00:00\", \"2022-10-15 16:42:50.000000+00:00\", \"2022-04-14 02:12:04.000000+00:00\"], \"session_ids\": [\"7284e89d-c0c6-488b-9226-6876f045976d\", \"1251ad63-634c-4171-88ec-c09f95a16623\", \"9423dcbd-aff0-4bc4-ac7d-fa5ec079ca0b\", \"18e6dac5-61eb-4e75-869a-c192ff578bf4\", \"e0dde1a1-5f47-4d92-b012-be8b6d552e82\", \"c791526b-6ad5-48b6-87db-558abb68284d\"], \"total_duration\": 6119.0, \"total_sessions\": 6, \"mean_week_duration\": 36.641}}, {\"16912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-18 01:45:19.000000+00:00\", \"2022-06-12 03:27:03.000000+00:00\"], \"session_ids\": [\"da22532a-7324-4159-97d3-0028a2981345\", \"00eb3531-9499-4bad-8c98-4c5dedc0c014\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 22.4}}, {\"46415\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-06-26 21:01:03.000000+00:00\", \"2021-12-17 01:22:29.000000+00:00\", \"2022-12-29 12:13:26.000000+00:00\", \"2021-12-06 13:35:37.000000+00:00\", \"2022-03-15 17:56:47.000000+00:00\"], \"session_ids\": [\"0ba57a20-3f44-4e43-bf49-dbd38b40f014\", \"f3adcf02-bb76-4328-95fd-d1dfe2a4953f\", \"f5814d1d-6fc3-4c29-97e5-1de3dd655297\", \"f61f62f9-4098-4b46-ab4f-ee1d706e0865\", \"600c72da-6606-45b5-b13c-95bec297f8ce\"], \"total_duration\": 3522.0, \"total_sessions\": 5, \"mean_week_duration\": 19.246}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"84350\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-29 00:39:20.000000+00:00\", \"2023-04-24 16:38:08.000000+00:00\", \"2020-05-25 00:29:15.000000+00:00\", \"2020-02-12 12:15:26.000000+00:00\", \"2022-10-15 16:42:50.000000+00:00\", \"2022-04-14 02:12:04.000000+00:00\"], \"session_ids\": [\"7284e89d-c0c6-488b-9226-6876f045976d\", \"1251ad63-634c-4171-88ec-c09f95a16623\", \"9423dcbd-aff0-4bc4-ac7d-fa5ec079ca0b\", \"18e6dac5-61eb-4e75-869a-c192ff578bf4\", \"e0dde1a1-5f47-4d92-b012-be8b6d552e82\", \"c791526b-6ad5-48b6-87db-558abb68284d\"], \"total_duration\": 6119.0, \"total_sessions\": 6, \"mean_week_duration\": 36.641}}, {\"16912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-18 01:45:19.000000+00:00\", \"2022-06-12 03:27:03.000000+00:00\"], \"session_ids\": [\"da22532a-7324-4159-97d3-0028a2981345\", \"00eb3531-9499-4bad-8c98-4c5dedc0c014\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 22.4}}]\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[{\"84350\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-29 00:39:20.000000+00:00\", \"2023-04-24 16:38:08.000000+00:00\", \"2020-05-25 00:29:15.000000+00:00\", \"2020-02-12 12:15:26.000000+00:00\", \"2022-10-15 16:42:50.000000+00:00\", \"2022-04-14 02:12:04.000000+00:00\"], \"session_ids\": [\"7284e89d-c0c6-488b-9226-6876f045976d\", \"1251ad63-634c-4171-88ec-c09f95a16623\", \"9423dcbd-aff0-4bc4-ac7d-fa5ec079ca0b\", \"18e6dac5-61eb-4e75-869a-c192ff578bf4\", \"e0dde1a1-5f47-4d92-b012-be8b6d552e82\", \"c791526b-6ad5-48b6-87db-558abb68284d\"], \"total_duration\": 6119.0, \"total_sessions\": 6, \"mean_week_duration\": 36.641}}, {\"16912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-18 01:45:19.000000+00:00\", \"2022-06-12 03:27:03.000000+00:00\"], \"session_ids\": [\"da22532a-7324-4159-97d3-0028a2981345\", \"00eb3531-9499-4bad-8c98-4c5dedc0c014\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 22.4}}]\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 8 users who don't live in cities Belize City, Rome, San Juan, Manila, Paris, Santo Domingo, Ho Chi Minh City in addition perform sorting by number of sessions descendingly in addition display me only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84079\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-09 16:17:51.000000+00:00\", \"2021-05-27 17:23:26.000000+00:00\"], \"session_ids\": [\"cf89a034-e5a8-47c3-8da7-ccd29dcc7bef\", \"ddd3d235-cafd-44df-8ab7-fc00b788e671\"], \"total_duration\": 449.0, \"total_sessions\": 2, \"mean_week_duration\": 9.761}, \"7922\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-12-14 08:47:43.000000+00:00\", \"2022-06-26 22:33:09.000000+00:00\"], \"session_ids\": [\"e4e950d2-ffbd-4127-8996-679b08843b21\", \"aa20c2a9-f996-48d1-8f6b-00a07c2dff29\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 2.393}, \"57798\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-02-15 17:48:07.000000+00:00\", \"2020-06-11 16:08:33.000000+00:00\", \"2021-06-21 02:56:25.000000+00:00\", \"2020-01-07 22:14:13.000000+00:00\", \"2019-11-22 14:38:14.000000+00:00\", \"2020-04-18 18:49:12.000000+00:00\"], \"session_ids\": [\"3e8b3777-31a4-49dd-9705-0219f1191cdf\", \"d6049d0e-ae86-4cf2-a116-8799889478da\", \"966385a7-9e5b-4d8a-a3ed-c4fa6f112798\", \"7c5c2343-1e08-4b49-aae4-b96ca7d3fcea\", \"9264f31a-b9bd-41c1-9548-7898cdf208c3\", \"f505dd06-36a9-4524-a9bd-2870e50a0f42\"], \"total_duration\": 5802.0, \"total_sessions\": 6, \"mean_week_duration\": 49.59}, \"21776\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-27 02:47:39.000000+00:00\", \"2023-05-06 13:23:59.000000+00:00\"], \"session_ids\": [\"062e0b2b-caee-460e-8c50-c4c852391bbd\", \"256646ec-b27f-4cdf-9ad0-55a40bd859cd\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.165}, \"72762\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-08-26 19:01:27.000000+00:00\", \"2021-07-22 07:11:54.000000+00:00\"], \"session_ids\": [\"9d243e6d-fc90-435e-9654-f80e0e1729f9\", \"38ef470b-ae6e-4f8b-8e8e-39116614a155\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 2.62}, \"2167\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-05-11 22:34:44.000000+00:00\", \"2022-07-11 20:32:54.000000+00:00\", \"2023-02-10 00:36:23.000000+00:00\", \"2019-11-11 04:17:07.000000+00:00\", \"2023-06-24 02:45:05.000000+00:00\", \"2020-11-08 19:09:14.000000+00:00\", \"2021-09-28 10:08:25.000000+00:00\"], \"session_ids\": [\"53743fa9-5539-4a54-a370-af80caf99145\", \"94f230df-ffa6-4ef2-a7e0-30cd29a3e656\", \"e266c997-8afe-4535-b0bb-00c096387efd\", \"d9e5b415-13a8-4791-826a-aa3cefad9d2b\", \"073324ce-46f2-4b30-9dc5-168a9429db95\", \"ce8f3f58-7a36-49e9-a2d8-45e173520ce0\", \"281e1846-72f7-4104-9b2d-127e6a352879\"], \"total_duration\": 1364.0, \"total_sessions\": 7, \"mean_week_duration\": 7.217}, \"74251\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-03-26 03:12:22.000000+00:00\", \"2022-08-20 19:57:44.000000+00:00\", \"2022-12-02 13:44:14.000000+00:00\", \"2022-02-22 16:02:09.000000+00:00\", \"2020-05-21 09:39:03.000000+00:00\"], \"session_ids\": [\"7a132550-ee95-48df-8840-9994d570307c\", \"9f64c090-0ad6-4c3f-8eb5-7ca5b2dcac70\", \"05fbe6f8-dbd7-4a66-94da-eb76260e7fbb\", \"c8cf6476-e7cc-4dd7-84c8-54fe86641751\", \"35702dcd-8e4c-4622-b8bf-d139d5713a9c\"], \"total_duration\": 131.0, \"total_sessions\": 5, \"mean_week_duration\": 0.929}, \"77299\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-05-08 04:00:58.000000+00:00\", \"2019-10-25 07:22:08.000000+00:00\", \"2023-05-19 07:07:19.000000+00:00\", \"2022-04-21 22:38:11.000000+00:00\", \"2020-12-19 00:47:53.000000+00:00\", \"2021-03-06 09:42:25.000000+00:00\"], \"session_ids\": [\"b798d2ee-2ba5-4127-8343-c5c952f70ea6\", \"1edcc719-1e54-416b-9cc7-3b0183b3bc36\", \"a263e9d9-6165-4f29-8f63-e30de03d5f6c\", \"2fd2c15c-d83a-4e2f-9d0d-ad56a45b7b75\", \"97475940-0d24-4076-957c-f2e7cc1458a7\", \"d3153307-5fbe-4ef0-9417-7a93bcd5738b\"], \"total_duration\": 673.0, \"total_sessions\": 6, \"mean_week_duration\": 3.618}, \"14771\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-10-05 10:01:19.000000+00:00\", \"2023-02-17 18:55:51.000000+00:00\"], \"session_ids\": [\"d384cd15-142f-437a-8d46-093ed32a98ed\", \"14c868a1-ae75-4999-a318-d0480893538b\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 2.67}, \"10256\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-28 06:05:43.000000+00:00\", \"2022-07-22 00:03:18.000000+00:00\"], \"session_ids\": [\"8d4db198-c2ba-47ac-8fb8-aabd9419ae47\", \"2c31031a-fc49-48f6-9219-d95d645b4482\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 0.757}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Belize City, Rome, San Juan, Manila, Parare, Santo Domingo, Ho Chi Minh City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Belize City\", \"Rome\", \"San Juan\", \"Manila\", \"Paris\", \"Santo Domingo\", \"Ho Chi Minh City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84079\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-09 16:17:51.000000+00:00\", \"2021-05-27 17:23:26.000000+00:00\"], \"session_ids\": [\"cf89a034-e5a8-47c3-8da7-ccd29dcc7bef\", \"ddd3d235-cafd-44df-8ab7-fc00b788e671\"], \"total_duration\": 449.0, \"total_sessions\": 2, \"mean_week_duration\": 9.761}, \"7922\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-12-14 08:47:43.000000+00:00\", \"2022-06-26 22:33:09.000000+00:00\"], \"session_ids\": [\"e4e950d2-ffbd-4127-8996-679b08843b21\", \"aa20c2a9-f996-48d1-8f6b-00a07c2dff29\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 2.393}, \"57798\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-02-15 17:48:07.000000+00:00\", \"2020-06-11 16:08:33.000000+00:00\", \"2021-06-21 02:56:25.000000+00:00\", \"2020-01-07 22:14:13.000000+00:00\", \"2019-11-22 14:38:14.000000+00:00\", \"2020-04-18 18:49:12.000000+00:00\"], \"session_ids\": [\"3e8b3777-31a4-49dd-9705-0219f1191cdf\", \"d6049d0e-ae86-4cf2-a116-8799889478da\", \"966385a7-9e5b-4d8a-a3ed-c4fa6f112798\", \"7c5c2343-1e08-4b49-aae4-b96ca7d3fcea\", \"9264f31a-b9bd-41c1-9548-7898cdf208c3\", \"f505dd06-36a9-4524-a9bd-2870e50a0f42\"], \"total_duration\": 5802.0, \"total_sessions\": 6, \"mean_week_duration\": 49.59}, \"21776\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-27 02:47:39.000000+00:00\", \"2023-05-06 13:23:59.000000+00:00\"], \"session_ids\": [\"062e0b2b-caee-460e-8c50-c4c852391bbd\", \"256646ec-b27f-4cdf-9ad0-55a40bd859cd\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.165}, \"72762\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-08-26 19:01:27.000000+00:00\", \"2021-07-22 07:11:54.000000+00:00\"], \"session_ids\": [\"9d243e6d-fc90-435e-9654-f80e0e1729f9\", \"38ef470b-ae6e-4f8b-8e8e-39116614a155\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 2.62}, \"2167\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-05-11 22:34:44.000000+00:00\", \"2022-07-11 20:32:54.000000+00:00\", \"2023-02-10 00:36:23.000000+00:00\", \"2019-11-11 04:17:07.000000+00:00\", \"2023-06-24 02:45:05.000000+00:00\", \"2020-11-08 19:09:14.000000+00:00\", \"2021-09-28 10:08:25.000000+00:00\"], \"session_ids\": [\"53743fa9-5539-4a54-a370-af80caf99145\", \"94f230df-ffa6-4ef2-a7e0-30cd29a3e656\", \"e266c997-8afe-4535-b0bb-00c096387efd\", \"d9e5b415-13a8-4791-826a-aa3cefad9d2b\", \"073324ce-46f2-4b30-9dc5-168a9429db95\", \"ce8f3f58-7a36-49e9-a2d8-45e173520ce0\", \"281e1846-72f7-4104-9b2d-127e6a352879\"], \"total_duration\": 1364.0, \"total_sessions\": 7, \"mean_week_duration\": 7.217}, \"74251\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-03-26 03:12:22.000000+00:00\", \"2022-08-20 19:57:44.000000+00:00\", \"2022-12-02 13:44:14.000000+00:00\", \"2022-02-22 16:02:09.000000+00:00\", \"2020-05-21 09:39:03.000000+00:00\"], \"session_ids\": [\"7a132550-ee95-48df-8840-9994d570307c\", \"9f64c090-0ad6-4c3f-8eb5-7ca5b2dcac70\", \"05fbe6f8-dbd7-4a66-94da-eb76260e7fbb\", \"c8cf6476-e7cc-4dd7-84c8-54fe86641751\", \"35702dcd-8e4c-4622-b8bf-d139d5713a9c\"], \"total_duration\": 131.0, \"total_sessions\": 5, \"mean_week_duration\": 0.929}, \"77299\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-05-08 04:00:58.000000+00:00\", \"2019-10-25 07:22:08.000000+00:00\", \"2023-05-19 07:07:19.000000+00:00\", \"2022-04-21 22:38:11.000000+00:00\", \"2020-12-19 00:47:53.000000+00:00\", \"2021-03-06 09:42:25.000000+00:00\"], \"session_ids\": [\"b798d2ee-2ba5-4127-8343-c5c952f70ea6\", \"1edcc719-1e54-416b-9cc7-3b0183b3bc36\", \"a263e9d9-6165-4f29-8f63-e30de03d5f6c\", \"2fd2c15c-d83a-4e2f-9d0d-ad56a45b7b75\", \"97475940-0d24-4076-957c-f2e7cc1458a7\", \"d3153307-5fbe-4ef0-9417-7a93bcd5738b\"], \"total_duration\": 673.0, \"total_sessions\": 6, \"mean_week_duration\": 3.618}, \"14771\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-10-05 10:01:19.000000+00:00\", \"2023-02-17 18:55:51.000000+00:00\"], \"session_ids\": [\"d384cd15-142f-437a-8d46-093ed32a98ed\", \"14c868a1-ae75-4999-a318-d0480893538b\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 2.67}, \"10256\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-28 06:05:43.000000+00:00\", \"2022-07-22 00:03:18.000000+00:00\"], \"session_ids\": [\"8d4db198-c2ba-47ac-8fb8-aabd9419ae47\", \"2c31031a-fc49-48f6-9219-d95d645b4482\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 0.757}}\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[{\"2167\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-05-11 22:34:44.000000+00:00\", \"2022-07-11 20:32:54.000000+00:00\", \"2023-02-10 00:36:23.000000+00:00\", \"2019-11-11 04:17:07.000000+00:00\", \"2023-06-24 02:45:05.000000+00:00\", \"2020-11-08 19:09:14.000000+00:00\", \"2021-09-28 10:08:25.000000+00:00\"], \"session_ids\": [\"53743fa9-5539-4a54-a370-af80caf99145\", \"94f230df-ffa6-4ef2-a7e0-30cd29a3e656\", \"e266c997-8afe-4535-b0bb-00c096387efd\", \"d9e5b415-13a8-4791-826a-aa3cefad9d2b\", \"073324ce-46f2-4b30-9dc5-168a9429db95\", \"ce8f3f58-7a36-49e9-a2d8-45e173520ce0\", \"281e1846-72f7-4104-9b2d-127e6a352879\"], \"total_duration\": 1364.0, \"total_sessions\": 7, \"mean_week_duration\": 7.217}}, {\"57798\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-02-15 17:48:07.000000+00:00\", \"2020-06-11 16:08:33.000000+00:00\", \"2021-06-21 02:56:25.000000+00:00\", \"2020-01-07 22:14:13.000000+00:00\", \"2019-11-22 14:38:14.000000+00:00\", \"2020-04-18 18:49:12.000000+00:00\"], \"session_ids\": [\"3e8b3777-31a4-49dd-9705-0219f1191cdf\", \"d6049d0e-ae86-4cf2-a116-8799889478da\", \"966385a7-9e5b-4d8a-a3ed-c4fa6f112798\", \"7c5c2343-1e08-4b49-aae4-b96ca7d3fcea\", \"9264f31a-b9bd-41c1-9548-7898cdf208c3\", \"f505dd06-36a9-4524-a9bd-2870e50a0f42\"], \"total_duration\": 5802.0, \"total_sessions\": 6, \"mean_week_duration\": 49.59}}, {\"77299\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-05-08 04:00:58.000000+00:00\", \"2019-10-25 07:22:08.000000+00:00\", \"2023-05-19 07:07:19.000000+00:00\", \"2022-04-21 22:38:11.000000+00:00\", \"2020-12-19 00:47:53.000000+00:00\", \"2021-03-06 09:42:25.000000+00:00\"], \"session_ids\": [\"b798d2ee-2ba5-4127-8343-c5c952f70ea6\", \"1edcc719-1e54-416b-9cc7-3b0183b3bc36\", \"a263e9d9-6165-4f29-8f63-e30de03d5f6c\", \"2fd2c15c-d83a-4e2f-9d0d-ad56a45b7b75\", \"97475940-0d24-4076-957c-f2e7cc1458a7\", \"d3153307-5fbe-4ef0-9417-7a93bcd5738b\"], \"total_duration\": 673.0, \"total_sessions\": 6, \"mean_week_duration\": 3.618}}, {\"74251\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-03-26 03:12:22.000000+00:00\", \"2022-08-20 19:57:44.000000+00:00\", \"2022-12-02 13:44:14.000000+00:00\", \"2022-02-22 16:02:09.000000+00:00\", \"2020-05-21 09:39:03.000000+00:00\"], \"session_ids\": [\"7a132550-ee95-48df-8840-9994d570307c\", \"9f64c090-0ad6-4c3f-8eb5-7ca5b2dcac70\", \"05fbe6f8-dbd7-4a66-94da-eb76260e7fbb\", \"c8cf6476-e7cc-4dd7-84c8-54fe86641751\", \"35702dcd-8e4c-4622-b8bf-d139d5713a9c\"], \"total_duration\": 131.0, \"total_sessions\": 5, \"mean_week_duration\": 0.929}}, {\"84079\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-09 16:17:51.000000+00:00\", \"2021-05-27 17:23:26.000000+00:00\"], \"session_ids\": [\"cf89a034-e5a8-47c3-8da7-ccd29dcc7bef\", \"ddd3d235-cafd-44df-8ab7-fc00b788e671\"], \"total_duration\": 449.0, \"total_sessions\": 2, \"mean_week_duration\": 9.761}}, {\"7922\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-12-14 08:47:43.000000+00:00\", \"2022-06-26 22:33:09.000000+00:00\"], \"session_ids\": [\"e4e950d2-ffbd-4127-8996-679b08843b21\", \"aa20c2a9-f996-48d1-8f6b-00a07c2dff29\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 2.393}}, {\"21776\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-27 02:47:39.000000+00:00\", \"2023-05-06 13:23:59.000000+00:00\"], \"session_ids\": [\"062e0b2b-caee-460e-8c50-c4c852391bbd\", \"256646ec-b27f-4cdf-9ad0-55a40bd859cd\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 1.165}}, {\"72762\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-08-26 19:01:27.000000+00:00\", \"2021-07-22 07:11:54.000000+00:00\"], \"session_ids\": [\"9d243e6d-fc90-435e-9654-f80e0e1729f9\", \"38ef470b-ae6e-4f8b-8e8e-39116614a155\"], \"total_duration\": 262.0, \"total_sessions\": 2, \"mean_week_duration\": 2.62}}, {\"14771\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-10-05 10:01:19.000000+00:00\", \"2023-02-17 18:55:51.000000+00:00\"], \"session_ids\": [\"d384cd15-142f-437a-8d46-093ed32a98ed\", \"14c868a1-ae75-4999-a318-d0480893538b\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 2.67}}, {\"10256\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-28 06:05:43.000000+00:00\", \"2022-07-22 00:03:18.000000+00:00\"], \"session_ids\": [\"8d4db198-c2ba-47ac-8fb8-aabd9419ae47\", \"2c31031a-fc49-48f6-9219-d95d645b4482\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 0.757}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"2167\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-05-11 22:34:44.000000+00:00\", \"2022-07-11 20:32:54.000000+00:00\", \"2023-02-10 00:36:23.000000+00:00\", \"2019-11-11 04:17:07.000000+00:00\", \"2023-06-24 02:45:05.000000+00:00\", \"2020-11-08 19:09:14.000000+00:00\", \"2021-09-28 10:08:25.000000+00:00\"], \"session_ids\": [\"53743fa9-5539-4a54-a370-af80caf99145\", \"94f230df-ffa6-4ef2-a7e0-30cd29a3e656\", \"e266c997-8afe-4535-b0bb-00c096387efd\", \"d9e5b415-13a8-4791-826a-aa3cefad9d2b\", \"073324ce-46f2-4b30-9dc5-168a9429db95\", \"ce8f3f58-7a36-49e9-a2d8-45e173520ce0\", \"281e1846-72f7-4104-9b2d-127e6a352879\"], \"total_duration\": 1364.0, \"total_sessions\": 7, \"mean_week_duration\": 7.217}}, {\"57798\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-02-15 17:48:07.000000+00:00\", \"2020-06-11 16:08:33.000000+00:00\", \"2021-06-21 02:56:25.000000+00:00\", \"2020-01-07 22:14:13.000000+00:00\", \"2019-11-22 14:38:14.000000+00:00\", \"2020-04-18 18:49:12.000000+00:00\"], \"session_ids\": [\"3e8b3777-31a4-49dd-9705-0219f1191cdf\", \"d6049d0e-ae86-4cf2-a116-8799889478da\", \"966385a7-9e5b-4d8a-a3ed-c4fa6f112798\", \"7c5c2343-1e08-4b49-aae4-b96ca7d3fcea\", \"9264f31a-b9bd-41c1-9548-7898cdf208c3\", \"f505dd06-36a9-4524-a9bd-2870e50a0f42\"], \"total_duration\": 5802.0, \"total_sessions\": 6, \"mean_week_duration\": 49.59}}, {\"77299\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-05-08 04:00:58.000000+00:00\", \"2019-10-25 07:22:08.000000+00:00\", \"2023-05-19 07:07:19.000000+00:00\", \"2022-04-21 22:38:11.000000+00:00\", \"2020-12-19 00:47:53.000000+00:00\", \"2021-03-06 09:42:25.000000+00:00\"], \"session_ids\": [\"b798d2ee-2ba5-4127-8343-c5c952f70ea6\", \"1edcc719-1e54-416b-9cc7-3b0183b3bc36\", \"a263e9d9-6165-4f29-8f63-e30de03d5f6c\", \"2fd2c15c-d83a-4e2f-9d0d-ad56a45b7b75\", \"97475940-0d24-4076-957c-f2e7cc1458a7\", \"d3153307-5fbe-4ef0-9417-7a93bcd5738b\"], \"total_duration\": 673.0, \"total_sessions\": 6, \"mean_week_duration\": 3.618}}]\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[{\"2167\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-05-11 22:34:44.000000+00:00\", \"2022-07-11 20:32:54.000000+00:00\", \"2023-02-10 00:36:23.000000+00:00\", \"2019-11-11 04:17:07.000000+00:00\", \"2023-06-24 02:45:05.000000+00:00\", \"2020-11-08 19:09:14.000000+00:00\", \"2021-09-28 10:08:25.000000+00:00\"], \"session_ids\": [\"53743fa9-5539-4a54-a370-af80caf99145\", \"94f230df-ffa6-4ef2-a7e0-30cd29a3e656\", \"e266c997-8afe-4535-b0bb-00c096387efd\", \"d9e5b415-13a8-4791-826a-aa3cefad9d2b\", \"073324ce-46f2-4b30-9dc5-168a9429db95\", \"ce8f3f58-7a36-49e9-a2d8-45e173520ce0\", \"281e1846-72f7-4104-9b2d-127e6a352879\"], \"total_duration\": 1364.0, \"total_sessions\": 7, \"mean_week_duration\": 7.217}}, {\"57798\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-02-15 17:48:07.000000+00:00\", \"2020-06-11 16:08:33.000000+00:00\", \"2021-06-21 02:56:25.000000+00:00\", \"2020-01-07 22:14:13.000000+00:00\", \"2019-11-22 14:38:14.000000+00:00\", \"2020-04-18 18:49:12.000000+00:00\"], \"session_ids\": [\"3e8b3777-31a4-49dd-9705-0219f1191cdf\", \"d6049d0e-ae86-4cf2-a116-8799889478da\", \"966385a7-9e5b-4d8a-a3ed-c4fa6f112798\", \"7c5c2343-1e08-4b49-aae4-b96ca7d3fcea\", \"9264f31a-b9bd-41c1-9548-7898cdf208c3\", \"f505dd06-36a9-4524-a9bd-2870e50a0f42\"], \"total_duration\": 5802.0, \"total_sessions\": 6, \"mean_week_duration\": 49.59}}, {\"77299\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-05-08 04:00:58.000000+00:00\", \"2019-10-25 07:22:08.000000+00:00\", \"2023-05-19 07:07:19.000000+00:00\", \"2022-04-21 22:38:11.000000+00:00\", \"2020-12-19 00:47:53.000000+00:00\", \"2021-03-06 09:42:25.000000+00:00\"], \"session_ids\": [\"b798d2ee-2ba5-4127-8343-c5c952f70ea6\", \"1edcc719-1e54-416b-9cc7-3b0183b3bc36\", \"a263e9d9-6165-4f29-8f63-e30de03d5f6c\", \"2fd2c15c-d83a-4e2f-9d0d-ad56a45b7b75\", \"97475940-0d24-4076-957c-f2e7cc1458a7\", \"d3153307-5fbe-4ef0-9417-7a93bcd5738b\"], \"total_duration\": 673.0, \"total_sessions\": 6, \"mean_week_duration\": 3.618}}]\n```\n\n```\n"
}
] |
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