conversations
list |
|---|
[
{
"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[{\"62210\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-27 00:17:25.000000+00:00\", \"2022-04-27 08:36:43.000000+00:00\"], \"session_ids\": [\"b6af9164-6058-4e2f-b34b-faa6f1e43dba\", \"46fe30a7-928f-413e-bdba-a388e033af48\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 0.601}}, {\"16617\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-06-11 07:16:12.000000+00:00\", \"2022-02-27 06:44:30.000000+00:00\"], \"session_ids\": [\"82b0d652-34d1-4c7d-a1a2-b64286d546b7\", \"ae0cfcf3-1204-4e4a-8cb1-7029a82c6178\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 6.015}}, {\"69609\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-04-13 03:07:01.000000+00:00\", \"2021-11-08 17:25:01.000000+00:00\", \"2019-04-23 20:39:59.000000+00:00\"], \"session_ids\": [\"2a199af8-f78e-482f-800d-3662266f7258\", \"fe8a165a-0c67-4479-b348-a86ad53f4152\", \"4a86f722-9a67-40dc-814b-306a226f2f37\"], \"total_duration\": 391.0, \"total_sessions\": 3, \"mean_week_duration\": 2.94}}, {\"66464\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-11-07 00:05:15.000000+00:00\", \"2020-06-02 20:27:21.000000+00:00\"], \"session_ids\": [\"4e55512a-fe7c-4dda-af63-0c1646f1ebc3\", \"0b01f3db-a9c0-4605-a3c3-fa1e67b12416\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 0.803}}, {\"4997\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-17 22:38:46.000000+00:00\", \"2020-02-04 03:18:55.000000+00:00\"], \"session_ids\": [\"97dff679-8404-4cbe-9236-0ff3b79baa02\", \"86c7a07d-f93c-4e02-847e-f09e88b38b9e\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 2.222}}, {\"52190\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-13 21:37:52.000000+00:00\", \"2019-09-23 17:12:56.000000+00:00\"], \"session_ids\": [\"fe3a7766-2db0-46f3-bfe6-7044e3cac7d8\", \"4c95a2b1-c2bb-4714-a86a-6bfb5bdecd19\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 0.843}}, {\"90158\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-05 04:12:24.000000+00:00\", \"2021-12-17 23:13:40.000000+00:00\", \"2019-03-30 17:44:59.000000+00:00\", \"2021-06-19 13:21:45.000000+00:00\"], \"session_ids\": [\"4ca866c7-05be-49a0-bbb0-5e4ff40449eb\", \"f2bf071a-85af-409b-bb4d-7b1c80a5f983\", \"043a7ed1-f143-4fd3-a616-b5ea75452200\", \"d9f215af-0995-478f-bc4b-e23cfc5ad324\"], \"total_duration\": 1551.0, \"total_sessions\": 4, \"mean_week_duration\": 8.617}}, {\"15353\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-09-10 23:11:29.000000+00:00\", \"2021-01-12 03:43:15.000000+00:00\"], \"session_ids\": [\"a9ad1a04-f5ac-4fc4-9b35-de324ea7e335\", \"21271e94-f3b9-414d-b95f-f65034d6ddfb\"], \"total_duration\": 479.0, \"total_sessions\": 2, \"mean_week_duration\": 5.506}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about user who hold the bottom position in total time using the app , moreover execute sorting by town name ascendingly."
}
] |
[
{
"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{\"9790\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-05-16 08:16:03.000000+00:00\", \"2020-10-22 04:04:11.000000+00:00\", \"2020-07-24 09:33:29.000000+00:00\"], \"session_ids\": [\"8dede1af-b88a-4a21-8f4d-8577c1c45c19\", \"01b133aa-a8b7-4981-a143-6684be84514b\", \"1df203a4-cf9d-48be-84da-f004176f9400\"], \"total_duration\": 419.0, \"total_sessions\": 3, \"mean_week_duration\": 2.85}, \"8409\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-26 10:13:38.000000+00:00\", \"2022-05-08 09:00:32.000000+00:00\"], \"session_ids\": [\"219a1aab-1b69-496e-a462-66e052c62760\", \"34f8ac27-4f54-40eb-95f9-a487f31554d3\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 2.643}, \"70783\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-02 06:47:28.000000+00:00\", \"2021-04-10 00:57:07.000000+00:00\", \"2021-03-09 08:45:04.000000+00:00\", \"2022-07-31 22:42:42.000000+00:00\", \"2022-12-20 17:41:30.000000+00:00\", \"2021-04-10 21:07:16.000000+00:00\", \"2019-04-04 13:18:22.000000+00:00\", \"2022-09-20 00:37:58.000000+00:00\", \"2021-05-13 08:52:36.000000+00:00\"], \"session_ids\": [\"be6e68fe-e968-41ef-aa1d-771131b54ad1\", \"41049460-e22d-4fdc-bf1a-6cb4f4c136f3\", \"a8c2c447-c7dd-42d9-8875-849d82f2b0f7\", \"32e3c965-c033-40b9-ae7c-73afef0e90fa\", \"ba2d9e46-f945-4a35-b53f-6401a6f70c39\", \"e12df7a7-1bc1-4f96-838b-04d35d25464e\", \"5de14238-2337-4929-a045-438ef3160df6\", \"f326e364-0dcb-4021-b56e-c260b98d1178\", \"30797fd1-60e9-4e24-b0b3-3569dbefa29d\"], \"total_duration\": 1120.0, \"total_sessions\": 9, \"mean_week_duration\": 5.773}, \"71863\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-07-11 16:48:40.000000+00:00\", \"2022-11-13 13:12:19.000000+00:00\"], \"session_ids\": [\"c39d20a6-602b-4a82-947b-137d49952077\", \"434da1b6-85bd-4618-92da-90d5e5dd9c9b\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 2.457}, \"98611\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-08-15 23:10:32.000000+00:00\", \"2023-04-28 14:03:27.000000+00:00\"], \"session_ids\": [\"27c1b52a-3a0d-4dff-8574-ace266e6f087\", \"3d717428-78a5-4dfe-a77d-8a081b0d1237\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 11.27}, \"51373\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-06-15 16:07:52.000000+00:00\", \"2019-02-16 22:57:30.000000+00:00\", \"2022-08-14 04:04:57.000000+00:00\"], \"session_ids\": [\"69502fd5-495f-4cbc-a808-79a2a785e35d\", \"2ccdd0d8-9854-4467-a2ff-456e6744e285\", \"e0997050-f368-4bf7-bfa8-fd06d2b3facd\"], \"total_duration\": 944.0, \"total_sessions\": 3, \"mean_week_duration\": 5.187}, \"26658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-02-06 18:47:12.000000+00:00\", \"2022-11-18 05:35:06.000000+00:00\"], \"session_ids\": [\"cae89354-2bf9-4002-bfda-9e89ef2bb79d\", \"cb10bf92-8d37-43db-9c77-96214227fe45\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 20.167}, \"44726\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-25 13:28:40.000000+00:00\", \"2019-04-03 10:35:53.000000+00:00\", \"2022-02-13 07:23:51.000000+00:00\", \"2023-01-27 22:35:43.000000+00:00\", \"2019-11-19 20:25:58.000000+00:00\"], \"session_ids\": [\"7ad3b73a-8ffb-48b1-9d72-d7dcf5bb117c\", \"24ac9f31-f1e9-4920-99b0-00dd382e5cbd\", \"2518e2b1-d7cf-4499-9d9d-799dd507f64d\", \"617e1bff-ff04-4c76-b362-cee8f5afff27\", \"81f11a4f-26a8-4eb3-8047-26e6876b6da1\"], \"total_duration\": 1962.0, \"total_sessions\": 5, \"mean_week_duration\": 9.81}, \"48561\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-13 20:50:03.000000+00:00\", \"2023-04-01 14:22:54.000000+00:00\", \"2019-04-07 02:02:49.000000+00:00\", \"2020-02-07 00:35:03.000000+00:00\", \"2019-04-28 02:10:32.000000+00:00\"], \"session_ids\": [\"011f0f12-2a5e-4963-9514-837fd5efe7ba\", \"c7f8f23f-2186-48dd-a47f-4ed8799fd4ca\", \"50bf19ae-5f4f-407f-92d5-3dc2ae55f142\", \"2e8bace4-3049-467d-83f4-59ef4590857e\", \"7db024b3-7867-4464-a1b8-56a4e19f3167\"], \"total_duration\": 775.0, \"total_sessions\": 5, \"mean_week_duration\": 3.726}, \"48371\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-01-17 13:54:49.000000+00:00\", \"2021-01-04 01:19:21.000000+00:00\", \"2022-11-03 15:57:36.000000+00:00\", \"2019-09-29 18:24:15.000000+00:00\", \"2019-09-02 11:27:45.000000+00:00\", \"2019-08-03 03:49:36.000000+00:00\", \"2019-06-06 14:04:08.000000+00:00\", \"2019-06-30 11:33:28.000000+00:00\", \"2023-06-16 07:49:19.000000+00:00\"], \"session_ids\": [\"3db9d1c9-99db-4786-a6c3-c8bf825afb78\", \"610a23aa-bbc2-4fe7-b337-d06352982069\", \"53ec369b-7ac9-4d9e-9eea-77468066c3ad\", \"78f33e36-b06b-4552-b3be-b5574fb830d9\", \"37ec0d9c-be38-4e53-aadd-4983193fcbe5\", \"2400e7e1-d578-4c48-b01c-bbbe91083460\", \"ce66c164-4195-4578-a986-492e6475dce9\", \"a8516d04-5e94-4655-b730-5412df6c37b9\", \"e2bdae87-f6bd-46cf-b117-f2d6b0ec291e\"], \"total_duration\": 12213.0, \"total_sessions\": 9, \"mean_week_duration\": 58.157}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest 1 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"71863\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-07-11 16:48:40.000000+00:00\", \"2022-11-13 13:12:19.000000+00:00\"], \"session_ids\": [\"c39d20a6-602b-4a82-947b-137d49952077\", \"434da1b6-85bd-4618-92da-90d5e5dd9c9b\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 2.457}}, {\"26658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-02-06 18:47:12.000000+00:00\", \"2022-11-18 05:35:06.000000+00:00\"], \"session_ids\": [\"cae89354-2bf9-4002-bfda-9e89ef2bb79d\", \"cb10bf92-8d37-43db-9c77-96214227fe45\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 20.167}}, {\"8409\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-26 10:13:38.000000+00:00\", \"2022-05-08 09:00:32.000000+00:00\"], \"session_ids\": [\"219a1aab-1b69-496e-a462-66e052c62760\", \"34f8ac27-4f54-40eb-95f9-a487f31554d3\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 2.643}}]\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[{\"26658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-02-06 18:47:12.000000+00:00\", \"2022-11-18 05:35:06.000000+00:00\"], \"session_ids\": [\"cae89354-2bf9-4002-bfda-9e89ef2bb79d\", \"cb10bf92-8d37-43db-9c77-96214227fe45\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 20.167}}, {\"8409\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-26 10:13:38.000000+00:00\", \"2022-05-08 09:00:32.000000+00:00\"], \"session_ids\": [\"219a1aab-1b69-496e-a462-66e052c62760\", \"34f8ac27-4f54-40eb-95f9-a487f31554d3\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 2.643}}, {\"71863\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-07-11 16:48:40.000000+00:00\", \"2022-11-13 13:12:19.000000+00:00\"], \"session_ids\": [\"c39d20a6-602b-4a82-947b-137d49952077\", \"434da1b6-85bd-4618-92da-90d5e5dd9c9b\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 2.457}}]\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[{\"26658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-02-06 18:47:12.000000+00:00\", \"2022-11-18 05:35:06.000000+00:00\"], \"session_ids\": [\"cae89354-2bf9-4002-bfda-9e89ef2bb79d\", \"cb10bf92-8d37-43db-9c77-96214227fe45\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 20.167}}]\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[{\"26658\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-02-06 18:47:12.000000+00:00\", \"2022-11-18 05:35:06.000000+00:00\"], \"session_ids\": [\"cae89354-2bf9-4002-bfda-9e89ef2bb79d\", \"cb10bf92-8d37-43db-9c77-96214227fe45\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 20.167}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about 7 users who are not folks of city Ho Chi Minh City in addition carry out sorting by sessions total in asc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"43250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-10-13 02:30:29.000000+00:00\", \"2023-06-28 09:22:23.000000+00:00\", \"2022-10-17 03:51:43.000000+00:00\", \"2019-10-30 23:37:58.000000+00:00\", \"2021-12-07 00:33:47.000000+00:00\", \"2022-11-21 02:14:46.000000+00:00\", \"2021-03-31 19:00:34.000000+00:00\", \"2021-05-03 07:41:10.000000+00:00\", \"2021-07-06 17:31:37.000000+00:00\", \"2020-06-05 00:16:32.000000+00:00\", \"2019-01-08 13:12:46.000000+00:00\"], \"session_ids\": [\"2415f414-7fa9-47dd-a972-191d20b2cbdd\", \"5671f227-2be4-40df-bc79-2472615c75c5\", \"cdf3f3e5-1a29-4c4c-8543-2823558a19f7\", \"396c0f56-0dca-4b47-ae9a-489ebc22d2ef\", \"0f9ef2bc-0235-4027-97a8-e9057d031cfa\", \"c64c419c-cd48-4155-9c91-860b8f440dd8\", \"0764ac36-2035-439d-a21c-b2fdb16df002\", \"45c6f697-4b2e-4fc1-9f9c-717cca6d5bb9\", \"ec0ca6c2-bbd3-4ec9-8f3c-12aa3dedf4fc\", \"2aebc118-7405-4b2b-b6e5-40bdd827f957\", \"8df09313-1609-4f81-b275-47d419bb5f7a\"], \"total_duration\": 6073.0, \"total_sessions\": 11, \"mean_week_duration\": 26.064}, \"14380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-07 00:27:35.000000+00:00\", \"2019-08-27 07:19:28.000000+00:00\"], \"session_ids\": [\"d24d1ed7-f1fa-46f2-8c58-605087712bdf\", \"a6ff9f4b-800b-47c8-916c-c51080f8806b\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 8.727}, \"50558\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-17 17:43:03.000000+00:00\", \"2023-03-12 02:03:37.000000+00:00\", \"2022-07-14 14:17:21.000000+00:00\", \"2020-06-30 22:35:51.000000+00:00\", \"2022-11-05 10:49:16.000000+00:00\", \"2022-03-26 23:05:17.000000+00:00\", \"2022-10-11 15:06:06.000000+00:00\", \"2020-10-16 20:55:45.000000+00:00\"], \"session_ids\": [\"0f10cd57-2a1b-4e7f-8353-99f315e72964\", \"ae65092b-d39b-417c-8f84-acb847da065b\", \"5ebf32bb-7837-4d44-ad58-5cc4ce454dde\", \"b7a315e4-bc48-4d78-a3b0-e1ffe071d176\", \"7543ff2d-a802-42b2-b64e-7c624f14814c\", \"216a97a6-01c2-40c7-acd2-7b5dc8081619\", \"a56d6197-ba8d-4b61-a180-b9241ad2b56e\", \"28941187-4988-448e-891f-d27a23812b73\"], \"total_duration\": 10134.0, \"total_sessions\": 8, \"mean_week_duration\": 71.872}, \"7253\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-02-27 19:17:01.000000+00:00\", \"2022-04-27 15:43:11.000000+00:00\", \"2019-10-19 17:48:56.000000+00:00\", \"2021-12-28 05:03:46.000000+00:00\", \"2019-08-15 06:00:08.000000+00:00\", \"2019-01-21 14:28:01.000000+00:00\"], \"session_ids\": [\"371ddd73-f4cf-4ec3-b5b6-c3705adcc64a\", \"4ac3adb8-b845-4163-8710-0b7537e9b18d\", \"4c2f9943-3ee7-417c-8048-9b9e21f510a5\", \"a9f4e46a-5be6-4869-813b-5c034d2a7ac1\", \"24d6aa37-54f5-4535-aa53-e4b9ad8ea3ff\", \"a8372447-d829-4047-8dae-8acd39e1bb75\"], \"total_duration\": 446.0, \"total_sessions\": 6, \"mean_week_duration\": 2.084}, \"39514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-01 03:01:39.000000+00:00\", \"2019-08-07 03:18:38.000000+00:00\", \"2020-04-18 01:50:52.000000+00:00\", \"2020-01-16 07:24:54.000000+00:00\", \"2022-06-04 10:03:23.000000+00:00\", \"2022-01-11 12:35:28.000000+00:00\", \"2019-01-19 19:05:06.000000+00:00\", \"2020-11-03 17:23:44.000000+00:00\", \"2023-04-23 22:34:32.000000+00:00\", \"2021-04-21 01:58:15.000000+00:00\", \"2022-08-13 00:55:05.000000+00:00\"], \"session_ids\": [\"0e930fa8-cb3f-463d-b74d-1dcfbf0c9ce5\", \"5ade8596-28c6-4984-b775-afb76948ee2a\", \"9dfa9b05-341e-4790-8ead-ea543831e740\", \"1cbc9549-64c5-4964-a5d0-2794874607a5\", \"bbc3c829-a424-4967-bcfa-02a909993f94\", \"c47e8ac1-1b77-4211-8900-8bdf1d9b7d72\", \"77641873-fa8f-4769-b25e-5f78934604af\", \"59889397-e5bc-401e-bc94-57e0b6a601e8\", \"8bffe3ad-f509-4edf-99e3-04be8fb8a288\", \"db28901c-7f45-4854-8774-b56c4852aa93\", \"e7d21f99-3a69-47ea-86a3-9137989268dd\"], \"total_duration\": 28451.0, \"total_sessions\": 11, \"mean_week_duration\": 127.583}, \"55126\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-21 10:19:36.000000+00:00\", \"2021-04-01 06:49:38.000000+00:00\", \"2021-10-14 12:16:41.000000+00:00\", \"2019-06-27 11:33:22.000000+00:00\", \"2021-10-14 21:58:38.000000+00:00\", \"2021-04-30 01:13:37.000000+00:00\", \"2023-01-24 12:35:13.000000+00:00\"], \"session_ids\": [\"5b8d90ea-ee90-4650-8a2c-5997224e8a50\", \"97ded0c5-e5fc-4acc-8ffc-9d7a3e7355b7\", \"0c83f4d7-e477-4e27-9148-fb9cc13b88b0\", \"35e8b370-810e-4260-ae09-b4d6cc4d526c\", \"f8c6b657-e4d5-4913-8f8f-456d618d74cd\", \"93dda1a5-bc3f-4358-b880-45e491b82a8d\", \"f0a7f95a-271a-4c1b-abbf-f8770a844dd0\"], \"total_duration\": 10041.0, \"total_sessions\": 7, \"mean_week_duration\": 53.695}, \"71973\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-30 05:44:01.000000+00:00\", \"2020-11-20 18:11:16.000000+00:00\", \"2021-10-03 07:08:19.000000+00:00\", \"2022-08-20 06:36:47.000000+00:00\", \"2019-01-19 17:29:13.000000+00:00\"], \"session_ids\": [\"b10c8ef9-e738-417e-b845-a921c120cb2b\", \"e2ae9ee2-576b-4cfd-8009-05fd79ab869c\", \"3fca9165-e36a-4610-88c0-8d5c03f221c5\", \"639728d9-b2a7-4a0b-8ac5-6cfb2c7bed18\", \"5f43ac1d-9bde-465b-8de9-3b0108235c3b\"], \"total_duration\": 2075.0, \"total_sessions\": 5, \"mean_week_duration\": 10.979}, \"42526\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-07-27 23:21:55.000000+00:00\", \"2022-02-28 17:52:39.000000+00:00\"], \"session_ids\": [\"ffbd92d1-724e-463b-9d9d-202e2e1f4e86\", \"8d676257-47a9-40aa-9097-415800270bfd\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 15.545}, \"84042\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-19 13:54:56.000000+00:00\", \"2022-02-17 15:42:27.000000+00:00\"], \"session_ids\": [\"68aa3ace-6201-4023-a78d-8391c9ed8f38\", \"1913ed63-ad1f-4dda-a1cc-c1ddc16af19d\"], \"total_duration\": 336.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"35545\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-08-19 00:18:20.000000+00:00\", \"2023-02-24 22:39:32.000000+00:00\", \"2022-03-31 04:22:35.000000+00:00\", \"2019-08-03 03:00:31.000000+00:00\", \"2019-03-14 11:41:23.000000+00:00\", \"2022-07-09 22:06:35.000000+00:00\"], \"session_ids\": [\"b5819e11-fc8f-488b-8380-c81a6d5880e8\", \"042b4c3d-96b7-4d3b-b8ce-a764a3394ca0\", \"671069f0-9f78-471c-9530-7792889b614c\", \"3bea10be-262b-4c42-9f30-68a2bfdc5ab1\", \"aa8a096b-511a-40e8-8a66-081d728c496c\", \"1c4628e8-26ee-4e5c-b9ce-ae00dfa4230c\"], \"total_duration\": 84.0, \"total_sessions\": 6, \"mean_week_duration\": 0.406}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Ho Chi Minh City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Ho Chi Minh City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-07 00:27:35.000000+00:00\", \"2019-08-27 07:19:28.000000+00:00\"], \"session_ids\": [\"d24d1ed7-f1fa-46f2-8c58-605087712bdf\", \"a6ff9f4b-800b-47c8-916c-c51080f8806b\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 8.727}, \"50558\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-17 17:43:03.000000+00:00\", \"2023-03-12 02:03:37.000000+00:00\", \"2022-07-14 14:17:21.000000+00:00\", \"2020-06-30 22:35:51.000000+00:00\", \"2022-11-05 10:49:16.000000+00:00\", \"2022-03-26 23:05:17.000000+00:00\", \"2022-10-11 15:06:06.000000+00:00\", \"2020-10-16 20:55:45.000000+00:00\"], \"session_ids\": [\"0f10cd57-2a1b-4e7f-8353-99f315e72964\", \"ae65092b-d39b-417c-8f84-acb847da065b\", \"5ebf32bb-7837-4d44-ad58-5cc4ce454dde\", \"b7a315e4-bc48-4d78-a3b0-e1ffe071d176\", \"7543ff2d-a802-42b2-b64e-7c624f14814c\", \"216a97a6-01c2-40c7-acd2-7b5dc8081619\", \"a56d6197-ba8d-4b61-a180-b9241ad2b56e\", \"28941187-4988-448e-891f-d27a23812b73\"], \"total_duration\": 10134.0, \"total_sessions\": 8, \"mean_week_duration\": 71.872}, \"7253\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-02-27 19:17:01.000000+00:00\", \"2022-04-27 15:43:11.000000+00:00\", \"2019-10-19 17:48:56.000000+00:00\", \"2021-12-28 05:03:46.000000+00:00\", \"2019-08-15 06:00:08.000000+00:00\", \"2019-01-21 14:28:01.000000+00:00\"], \"session_ids\": [\"371ddd73-f4cf-4ec3-b5b6-c3705adcc64a\", \"4ac3adb8-b845-4163-8710-0b7537e9b18d\", \"4c2f9943-3ee7-417c-8048-9b9e21f510a5\", \"a9f4e46a-5be6-4869-813b-5c034d2a7ac1\", \"24d6aa37-54f5-4535-aa53-e4b9ad8ea3ff\", \"a8372447-d829-4047-8dae-8acd39e1bb75\"], \"total_duration\": 446.0, \"total_sessions\": 6, \"mean_week_duration\": 2.084}, \"39514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-01 03:01:39.000000+00:00\", \"2019-08-07 03:18:38.000000+00:00\", \"2020-04-18 01:50:52.000000+00:00\", \"2020-01-16 07:24:54.000000+00:00\", \"2022-06-04 10:03:23.000000+00:00\", \"2022-01-11 12:35:28.000000+00:00\", \"2019-01-19 19:05:06.000000+00:00\", \"2020-11-03 17:23:44.000000+00:00\", \"2023-04-23 22:34:32.000000+00:00\", \"2021-04-21 01:58:15.000000+00:00\", \"2022-08-13 00:55:05.000000+00:00\"], \"session_ids\": [\"0e930fa8-cb3f-463d-b74d-1dcfbf0c9ce5\", \"5ade8596-28c6-4984-b775-afb76948ee2a\", \"9dfa9b05-341e-4790-8ead-ea543831e740\", \"1cbc9549-64c5-4964-a5d0-2794874607a5\", \"bbc3c829-a424-4967-bcfa-02a909993f94\", \"c47e8ac1-1b77-4211-8900-8bdf1d9b7d72\", \"77641873-fa8f-4769-b25e-5f78934604af\", \"59889397-e5bc-401e-bc94-57e0b6a601e8\", \"8bffe3ad-f509-4edf-99e3-04be8fb8a288\", \"db28901c-7f45-4854-8774-b56c4852aa93\", \"e7d21f99-3a69-47ea-86a3-9137989268dd\"], \"total_duration\": 28451.0, \"total_sessions\": 11, \"mean_week_duration\": 127.583}, \"55126\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-21 10:19:36.000000+00:00\", \"2021-04-01 06:49:38.000000+00:00\", \"2021-10-14 12:16:41.000000+00:00\", \"2019-06-27 11:33:22.000000+00:00\", \"2021-10-14 21:58:38.000000+00:00\", \"2021-04-30 01:13:37.000000+00:00\", \"2023-01-24 12:35:13.000000+00:00\"], \"session_ids\": [\"5b8d90ea-ee90-4650-8a2c-5997224e8a50\", \"97ded0c5-e5fc-4acc-8ffc-9d7a3e7355b7\", \"0c83f4d7-e477-4e27-9148-fb9cc13b88b0\", \"35e8b370-810e-4260-ae09-b4d6cc4d526c\", \"f8c6b657-e4d5-4913-8f8f-456d618d74cd\", \"93dda1a5-bc3f-4358-b880-45e491b82a8d\", \"f0a7f95a-271a-4c1b-abbf-f8770a844dd0\"], \"total_duration\": 10041.0, \"total_sessions\": 7, \"mean_week_duration\": 53.695}, \"71973\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-30 05:44:01.000000+00:00\", \"2020-11-20 18:11:16.000000+00:00\", \"2021-10-03 07:08:19.000000+00:00\", \"2022-08-20 06:36:47.000000+00:00\", \"2019-01-19 17:29:13.000000+00:00\"], \"session_ids\": [\"b10c8ef9-e738-417e-b845-a921c120cb2b\", \"e2ae9ee2-576b-4cfd-8009-05fd79ab869c\", \"3fca9165-e36a-4610-88c0-8d5c03f221c5\", \"639728d9-b2a7-4a0b-8ac5-6cfb2c7bed18\", \"5f43ac1d-9bde-465b-8de9-3b0108235c3b\"], \"total_duration\": 2075.0, \"total_sessions\": 5, \"mean_week_duration\": 10.979}, \"42526\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-07-27 23:21:55.000000+00:00\", \"2022-02-28 17:52:39.000000+00:00\"], \"session_ids\": [\"ffbd92d1-724e-463b-9d9d-202e2e1f4e86\", \"8d676257-47a9-40aa-9097-415800270bfd\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 15.545}, \"84042\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-19 13:54:56.000000+00:00\", \"2022-02-17 15:42:27.000000+00:00\"], \"session_ids\": [\"68aa3ace-6201-4023-a78d-8391c9ed8f38\", \"1913ed63-ad1f-4dda-a1cc-c1ddc16af19d\"], \"total_duration\": 336.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"35545\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-08-19 00:18:20.000000+00:00\", \"2023-02-24 22:39:32.000000+00:00\", \"2022-03-31 04:22:35.000000+00:00\", \"2019-08-03 03:00:31.000000+00:00\", \"2019-03-14 11:41:23.000000+00:00\", \"2022-07-09 22:06:35.000000+00:00\"], \"session_ids\": [\"b5819e11-fc8f-488b-8380-c81a6d5880e8\", \"042b4c3d-96b7-4d3b-b8ce-a764a3394ca0\", \"671069f0-9f78-471c-9530-7792889b614c\", \"3bea10be-262b-4c42-9f30-68a2bfdc5ab1\", \"aa8a096b-511a-40e8-8a66-081d728c496c\", \"1c4628e8-26ee-4e5c-b9ce-ae00dfa4230c\"], \"total_duration\": 84.0, \"total_sessions\": 6, \"mean_week_duration\": 0.406}}\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[{\"14380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-07 00:27:35.000000+00:00\", \"2019-08-27 07:19:28.000000+00:00\"], \"session_ids\": [\"d24d1ed7-f1fa-46f2-8c58-605087712bdf\", \"a6ff9f4b-800b-47c8-916c-c51080f8806b\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 8.727}}, {\"42526\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-07-27 23:21:55.000000+00:00\", \"2022-02-28 17:52:39.000000+00:00\"], \"session_ids\": [\"ffbd92d1-724e-463b-9d9d-202e2e1f4e86\", \"8d676257-47a9-40aa-9097-415800270bfd\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 15.545}}, {\"84042\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-19 13:54:56.000000+00:00\", \"2022-02-17 15:42:27.000000+00:00\"], \"session_ids\": [\"68aa3ace-6201-4023-a78d-8391c9ed8f38\", \"1913ed63-ad1f-4dda-a1cc-c1ddc16af19d\"], \"total_duration\": 336.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}, {\"71973\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-30 05:44:01.000000+00:00\", \"2020-11-20 18:11:16.000000+00:00\", \"2021-10-03 07:08:19.000000+00:00\", \"2022-08-20 06:36:47.000000+00:00\", \"2019-01-19 17:29:13.000000+00:00\"], \"session_ids\": [\"b10c8ef9-e738-417e-b845-a921c120cb2b\", \"e2ae9ee2-576b-4cfd-8009-05fd79ab869c\", \"3fca9165-e36a-4610-88c0-8d5c03f221c5\", \"639728d9-b2a7-4a0b-8ac5-6cfb2c7bed18\", \"5f43ac1d-9bde-465b-8de9-3b0108235c3b\"], \"total_duration\": 2075.0, \"total_sessions\": 5, \"mean_week_duration\": 10.979}}, {\"7253\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-02-27 19:17:01.000000+00:00\", \"2022-04-27 15:43:11.000000+00:00\", \"2019-10-19 17:48:56.000000+00:00\", \"2021-12-28 05:03:46.000000+00:00\", \"2019-08-15 06:00:08.000000+00:00\", \"2019-01-21 14:28:01.000000+00:00\"], \"session_ids\": [\"371ddd73-f4cf-4ec3-b5b6-c3705adcc64a\", \"4ac3adb8-b845-4163-8710-0b7537e9b18d\", \"4c2f9943-3ee7-417c-8048-9b9e21f510a5\", \"a9f4e46a-5be6-4869-813b-5c034d2a7ac1\", \"24d6aa37-54f5-4535-aa53-e4b9ad8ea3ff\", \"a8372447-d829-4047-8dae-8acd39e1bb75\"], \"total_duration\": 446.0, \"total_sessions\": 6, \"mean_week_duration\": 2.084}}, {\"35545\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-08-19 00:18:20.000000+00:00\", \"2023-02-24 22:39:32.000000+00:00\", \"2022-03-31 04:22:35.000000+00:00\", \"2019-08-03 03:00:31.000000+00:00\", \"2019-03-14 11:41:23.000000+00:00\", \"2022-07-09 22:06:35.000000+00:00\"], \"session_ids\": [\"b5819e11-fc8f-488b-8380-c81a6d5880e8\", \"042b4c3d-96b7-4d3b-b8ce-a764a3394ca0\", \"671069f0-9f78-471c-9530-7792889b614c\", \"3bea10be-262b-4c42-9f30-68a2bfdc5ab1\", \"aa8a096b-511a-40e8-8a66-081d728c496c\", \"1c4628e8-26ee-4e5c-b9ce-ae00dfa4230c\"], \"total_duration\": 84.0, \"total_sessions\": 6, \"mean_week_duration\": 0.406}}, {\"55126\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-21 10:19:36.000000+00:00\", \"2021-04-01 06:49:38.000000+00:00\", \"2021-10-14 12:16:41.000000+00:00\", \"2019-06-27 11:33:22.000000+00:00\", \"2021-10-14 21:58:38.000000+00:00\", \"2021-04-30 01:13:37.000000+00:00\", \"2023-01-24 12:35:13.000000+00:00\"], \"session_ids\": [\"5b8d90ea-ee90-4650-8a2c-5997224e8a50\", \"97ded0c5-e5fc-4acc-8ffc-9d7a3e7355b7\", \"0c83f4d7-e477-4e27-9148-fb9cc13b88b0\", \"35e8b370-810e-4260-ae09-b4d6cc4d526c\", \"f8c6b657-e4d5-4913-8f8f-456d618d74cd\", \"93dda1a5-bc3f-4358-b880-45e491b82a8d\", \"f0a7f95a-271a-4c1b-abbf-f8770a844dd0\"], \"total_duration\": 10041.0, \"total_sessions\": 7, \"mean_week_duration\": 53.695}}, {\"50558\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-17 17:43:03.000000+00:00\", \"2023-03-12 02:03:37.000000+00:00\", \"2022-07-14 14:17:21.000000+00:00\", \"2020-06-30 22:35:51.000000+00:00\", \"2022-11-05 10:49:16.000000+00:00\", \"2022-03-26 23:05:17.000000+00:00\", \"2022-10-11 15:06:06.000000+00:00\", \"2020-10-16 20:55:45.000000+00:00\"], \"session_ids\": [\"0f10cd57-2a1b-4e7f-8353-99f315e72964\", \"ae65092b-d39b-417c-8f84-acb847da065b\", \"5ebf32bb-7837-4d44-ad58-5cc4ce454dde\", \"b7a315e4-bc48-4d78-a3b0-e1ffe071d176\", \"7543ff2d-a802-42b2-b64e-7c624f14814c\", \"216a97a6-01c2-40c7-acd2-7b5dc8081619\", \"a56d6197-ba8d-4b61-a180-b9241ad2b56e\", \"28941187-4988-448e-891f-d27a23812b73\"], \"total_duration\": 10134.0, \"total_sessions\": 8, \"mean_week_duration\": 71.872}}, {\"39514\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-01 03:01:39.000000+00:00\", \"2019-08-07 03:18:38.000000+00:00\", \"2020-04-18 01:50:52.000000+00:00\", \"2020-01-16 07:24:54.000000+00:00\", \"2022-06-04 10:03:23.000000+00:00\", \"2022-01-11 12:35:28.000000+00:00\", \"2019-01-19 19:05:06.000000+00:00\", \"2020-11-03 17:23:44.000000+00:00\", \"2023-04-23 22:34:32.000000+00:00\", \"2021-04-21 01:58:15.000000+00:00\", \"2022-08-13 00:55:05.000000+00:00\"], \"session_ids\": [\"0e930fa8-cb3f-463d-b74d-1dcfbf0c9ce5\", \"5ade8596-28c6-4984-b775-afb76948ee2a\", \"9dfa9b05-341e-4790-8ead-ea543831e740\", \"1cbc9549-64c5-4964-a5d0-2794874607a5\", \"bbc3c829-a424-4967-bcfa-02a909993f94\", \"c47e8ac1-1b77-4211-8900-8bdf1d9b7d72\", \"77641873-fa8f-4769-b25e-5f78934604af\", \"59889397-e5bc-401e-bc94-57e0b6a601e8\", \"8bffe3ad-f509-4edf-99e3-04be8fb8a288\", \"db28901c-7f45-4854-8774-b56c4852aa93\", \"e7d21f99-3a69-47ea-86a3-9137989268dd\"], \"total_duration\": 28451.0, \"total_sessions\": 11, \"mean_week_duration\": 127.583}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"14380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-07 00:27:35.000000+00:00\", \"2019-08-27 07:19:28.000000+00:00\"], \"session_ids\": [\"d24d1ed7-f1fa-46f2-8c58-605087712bdf\", \"a6ff9f4b-800b-47c8-916c-c51080f8806b\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 8.727}}, {\"42526\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-07-27 23:21:55.000000+00:00\", \"2022-02-28 17:52:39.000000+00:00\"], \"session_ids\": [\"ffbd92d1-724e-463b-9d9d-202e2e1f4e86\", \"8d676257-47a9-40aa-9097-415800270bfd\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 15.545}}, {\"84042\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-19 13:54:56.000000+00:00\", \"2022-02-17 15:42:27.000000+00:00\"], \"session_ids\": [\"68aa3ace-6201-4023-a78d-8391c9ed8f38\", \"1913ed63-ad1f-4dda-a1cc-c1ddc16af19d\"], \"total_duration\": 336.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}, {\"71973\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-30 05:44:01.000000+00:00\", \"2020-11-20 18:11:16.000000+00:00\", \"2021-10-03 07:08:19.000000+00:00\", \"2022-08-20 06:36:47.000000+00:00\", \"2019-01-19 17:29:13.000000+00:00\"], \"session_ids\": [\"b10c8ef9-e738-417e-b845-a921c120cb2b\", \"e2ae9ee2-576b-4cfd-8009-05fd79ab869c\", \"3fca9165-e36a-4610-88c0-8d5c03f221c5\", \"639728d9-b2a7-4a0b-8ac5-6cfb2c7bed18\", \"5f43ac1d-9bde-465b-8de9-3b0108235c3b\"], \"total_duration\": 2075.0, \"total_sessions\": 5, \"mean_week_duration\": 10.979}}, {\"7253\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-02-27 19:17:01.000000+00:00\", \"2022-04-27 15:43:11.000000+00:00\", \"2019-10-19 17:48:56.000000+00:00\", \"2021-12-28 05:03:46.000000+00:00\", \"2019-08-15 06:00:08.000000+00:00\", \"2019-01-21 14:28:01.000000+00:00\"], \"session_ids\": [\"371ddd73-f4cf-4ec3-b5b6-c3705adcc64a\", \"4ac3adb8-b845-4163-8710-0b7537e9b18d\", \"4c2f9943-3ee7-417c-8048-9b9e21f510a5\", \"a9f4e46a-5be6-4869-813b-5c034d2a7ac1\", \"24d6aa37-54f5-4535-aa53-e4b9ad8ea3ff\", \"a8372447-d829-4047-8dae-8acd39e1bb75\"], \"total_duration\": 446.0, \"total_sessions\": 6, \"mean_week_duration\": 2.084}}, {\"35545\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-08-19 00:18:20.000000+00:00\", \"2023-02-24 22:39:32.000000+00:00\", \"2022-03-31 04:22:35.000000+00:00\", \"2019-08-03 03:00:31.000000+00:00\", \"2019-03-14 11:41:23.000000+00:00\", \"2022-07-09 22:06:35.000000+00:00\"], \"session_ids\": [\"b5819e11-fc8f-488b-8380-c81a6d5880e8\", \"042b4c3d-96b7-4d3b-b8ce-a764a3394ca0\", \"671069f0-9f78-471c-9530-7792889b614c\", \"3bea10be-262b-4c42-9f30-68a2bfdc5ab1\", \"aa8a096b-511a-40e8-8a66-081d728c496c\", \"1c4628e8-26ee-4e5c-b9ce-ae00dfa4230c\"], \"total_duration\": 84.0, \"total_sessions\": 6, \"mean_week_duration\": 0.406}}, {\"55126\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-21 10:19:36.000000+00:00\", \"2021-04-01 06:49:38.000000+00:00\", \"2021-10-14 12:16:41.000000+00:00\", \"2019-06-27 11:33:22.000000+00:00\", \"2021-10-14 21:58:38.000000+00:00\", \"2021-04-30 01:13:37.000000+00:00\", \"2023-01-24 12:35:13.000000+00:00\"], \"session_ids\": [\"5b8d90ea-ee90-4650-8a2c-5997224e8a50\", \"97ded0c5-e5fc-4acc-8ffc-9d7a3e7355b7\", \"0c83f4d7-e477-4e27-9148-fb9cc13b88b0\", \"35e8b370-810e-4260-ae09-b4d6cc4d526c\", \"f8c6b657-e4d5-4913-8f8f-456d618d74cd\", \"93dda1a5-bc3f-4358-b880-45e491b82a8d\", \"f0a7f95a-271a-4c1b-abbf-f8770a844dd0\"], \"total_duration\": 10041.0, \"total_sessions\": 7, \"mean_week_duration\": 53.695}}]\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[{\"14380\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-11-07 00:27:35.000000+00:00\", \"2019-08-27 07:19:28.000000+00:00\"], \"session_ids\": [\"d24d1ed7-f1fa-46f2-8c58-605087712bdf\", \"a6ff9f4b-800b-47c8-916c-c51080f8806b\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 8.727}}, {\"42526\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-07-27 23:21:55.000000+00:00\", \"2022-02-28 17:52:39.000000+00:00\"], \"session_ids\": [\"ffbd92d1-724e-463b-9d9d-202e2e1f4e86\", \"8d676257-47a9-40aa-9097-415800270bfd\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 15.545}}, {\"84042\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-19 13:54:56.000000+00:00\", \"2022-02-17 15:42:27.000000+00:00\"], \"session_ids\": [\"68aa3ace-6201-4023-a78d-8391c9ed8f38\", \"1913ed63-ad1f-4dda-a1cc-c1ddc16af19d\"], \"total_duration\": 336.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}, {\"71973\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-08-30 05:44:01.000000+00:00\", \"2020-11-20 18:11:16.000000+00:00\", \"2021-10-03 07:08:19.000000+00:00\", \"2022-08-20 06:36:47.000000+00:00\", \"2019-01-19 17:29:13.000000+00:00\"], \"session_ids\": [\"b10c8ef9-e738-417e-b845-a921c120cb2b\", \"e2ae9ee2-576b-4cfd-8009-05fd79ab869c\", \"3fca9165-e36a-4610-88c0-8d5c03f221c5\", \"639728d9-b2a7-4a0b-8ac5-6cfb2c7bed18\", \"5f43ac1d-9bde-465b-8de9-3b0108235c3b\"], \"total_duration\": 2075.0, \"total_sessions\": 5, \"mean_week_duration\": 10.979}}, {\"7253\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2023-02-27 19:17:01.000000+00:00\", \"2022-04-27 15:43:11.000000+00:00\", \"2019-10-19 17:48:56.000000+00:00\", \"2021-12-28 05:03:46.000000+00:00\", \"2019-08-15 06:00:08.000000+00:00\", \"2019-01-21 14:28:01.000000+00:00\"], \"session_ids\": [\"371ddd73-f4cf-4ec3-b5b6-c3705adcc64a\", \"4ac3adb8-b845-4163-8710-0b7537e9b18d\", \"4c2f9943-3ee7-417c-8048-9b9e21f510a5\", \"a9f4e46a-5be6-4869-813b-5c034d2a7ac1\", \"24d6aa37-54f5-4535-aa53-e4b9ad8ea3ff\", \"a8372447-d829-4047-8dae-8acd39e1bb75\"], \"total_duration\": 446.0, \"total_sessions\": 6, \"mean_week_duration\": 2.084}}, {\"35545\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-08-19 00:18:20.000000+00:00\", \"2023-02-24 22:39:32.000000+00:00\", \"2022-03-31 04:22:35.000000+00:00\", \"2019-08-03 03:00:31.000000+00:00\", \"2019-03-14 11:41:23.000000+00:00\", \"2022-07-09 22:06:35.000000+00:00\"], \"session_ids\": [\"b5819e11-fc8f-488b-8380-c81a6d5880e8\", \"042b4c3d-96b7-4d3b-b8ce-a764a3394ca0\", \"671069f0-9f78-471c-9530-7792889b614c\", \"3bea10be-262b-4c42-9f30-68a2bfdc5ab1\", \"aa8a096b-511a-40e8-8a66-081d728c496c\", \"1c4628e8-26ee-4e5c-b9ce-ae00dfa4230c\"], \"total_duration\": 84.0, \"total_sessions\": 6, \"mean_week_duration\": 0.406}}, {\"55126\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-09-21 10:19:36.000000+00:00\", \"2021-04-01 06:49:38.000000+00:00\", \"2021-10-14 12:16:41.000000+00:00\", \"2019-06-27 11:33:22.000000+00:00\", \"2021-10-14 21:58:38.000000+00:00\", \"2021-04-30 01:13:37.000000+00:00\", \"2023-01-24 12:35:13.000000+00:00\"], \"session_ids\": [\"5b8d90ea-ee90-4650-8a2c-5997224e8a50\", \"97ded0c5-e5fc-4acc-8ffc-9d7a3e7355b7\", \"0c83f4d7-e477-4e27-9148-fb9cc13b88b0\", \"35e8b370-810e-4260-ae09-b4d6cc4d526c\", \"f8c6b657-e4d5-4913-8f8f-456d618d74cd\", \"93dda1a5-bc3f-4358-b880-45e491b82a8d\", \"f0a7f95a-271a-4c1b-abbf-f8770a844dd0\"], \"total_duration\": 10041.0, \"total_sessions\": 7, \"mean_week_duration\": 53.695}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about user who is currently living in city Mexico City and in addition do sorting by time in app in 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{\"25115\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-04-30 01:04:28.000000+00:00\", \"2020-09-02 09:07:08.000000+00:00\"], \"session_ids\": [\"d98bad86-70e3-4093-b855-6f8e7d183bd0\", \"42aa8d91-c870-4f8e-9299-97b669a01881\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 2.535}, \"59181\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 6}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-05-02 23:44:36.000000+00:00\", \"2021-12-27 10:08:24.000000+00:00\"], \"session_ids\": [\"918f69fe-634b-46c1-8a36-42062e32a23c\", \"88ad1b6a-2446-466e-bd0c-7167f7468a81\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 1.874}, \"72899\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-12-31 19:51:14.000000+00:00\", \"2021-03-10 22:19:09.000000+00:00\", \"2019-12-22 15:16:36.000000+00:00\"], \"session_ids\": [\"5d971883-edd6-462e-b7da-2066d65c38c7\", \"c7b31b47-df90-4c30-af81-ac16d782587a\", \"740f217a-5fd3-46a8-9850-ace18e63d2e0\"], \"total_duration\": 124.0, \"total_sessions\": 3, \"mean_week_duration\": 1.938}, \"31064\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-09 10:04:12.000000+00:00\", \"2019-07-08 18:28:07.000000+00:00\"], \"session_ids\": [\"16a6d12a-63a4-428a-b2f3-a2dfd1727738\", \"7ab1c39e-080e-45c8-a38f-4ab45590ca9c\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 3.2}, \"24258\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-04-17 02:06:50.000000+00:00\", \"2022-06-11 17:48:02.000000+00:00\", \"2022-10-28 14:08:44.000000+00:00\", \"2019-07-19 07:10:40.000000+00:00\", \"2022-09-07 06:17:01.000000+00:00\"], \"session_ids\": [\"c5b0dcb8-2f91-4ef9-b613-8e75c555bd5d\", \"a0b07ab3-eb92-4def-8eb7-5b8e76003877\", \"1a12dc05-bb10-4893-8aad-82f4dac51ee9\", \"723d6e0d-147f-4f14-8aa3-1664c7ad308a\", \"3eefd471-4e67-4f07-ab49-36a6e193bcf0\"], \"total_duration\": 2768.0, \"total_sessions\": 5, \"mean_week_duration\": 16.187}, \"58778\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-22 03:23:36.000000+00:00\", \"2022-11-14 02:54:04.000000+00:00\"], \"session_ids\": [\"aedda687-acf0-40f6-a0c4-b72906f89c51\", \"d3ed7ac1-cc50-48b5-8e47-1ef816dfe314\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 3.179}, \"76692\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-25 22:41:56.000000+00:00\", \"2021-09-05 07:28:02.000000+00:00\"], \"session_ids\": [\"589fcfdf-8294-41ca-a4e0-26bb94496906\", \"f563278d-66da-4fe7-a36c-e3ee3118f2dd\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 6.789}, \"72959\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-04-04 03:38:00.000000+00:00\", \"2023-04-27 13:20:01.000000+00:00\"], \"session_ids\": [\"2ce34be2-cc24-4811-a479-5b1526240784\", \"9996bb94-e644-4733-b243-5b71b2a25923\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 4.429}, \"72655\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-21 11:27:26.000000+00:00\", \"2022-08-19 07:40:14.000000+00:00\", \"2021-09-08 19:14:32.000000+00:00\", \"2023-04-17 18:51:27.000000+00:00\", \"2020-08-06 14:26:52.000000+00:00\"], \"session_ids\": [\"31943ced-051d-4527-a287-e404220b17b2\", \"1de85be2-fe2e-4c33-a77a-084b98c3551c\", \"9618161f-ce0e-4ad8-a2c4-31e98f6b8130\", \"a8a3b32a-207d-40c6-9c94-5561704f1de0\", \"aa2d13c3-e9c1-4bb9-880b-99e9b6a74329\"], \"total_duration\": 209.0, \"total_sessions\": 5, \"mean_week_duration\": 0.981}, \"22823\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-12-23 20:24:28.000000+00:00\", \"2021-09-02 08:04:13.000000+00:00\", \"2019-08-28 02:26:39.000000+00:00\", \"2021-06-04 06:09:55.000000+00:00\", \"2019-02-18 12:07:57.000000+00:00\"], \"session_ids\": [\"59630feb-4653-4674-b500-b44b91194eb6\", \"6b10370d-4cdc-44a4-9842-f00411886ee1\", \"a7c78b39-5d21-4634-9b1e-d9426d17b361\", \"d00ca7e3-40f5-44d8-ab10-5ae99079d24f\", \"82f921c6-34ae-47e6-b4fb-2ef5cb801d70\"], \"total_duration\": 3739.0, \"total_sessions\": 5, \"mean_week_duration\": 28.113}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Mexico City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Mexico City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 2 users who have total_duration greater than 2576 and less than 2047 additionaly implement sorting by total duration 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{\"53986\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-15 07:18:29.000000+00:00\", \"2023-03-30 05:13:18.000000+00:00\", \"2022-09-12 07:55:43.000000+00:00\", \"2022-10-02 08:23:20.000000+00:00\", \"2020-12-10 11:36:49.000000+00:00\", \"2021-01-06 11:29:55.000000+00:00\", \"2022-11-18 21:01:49.000000+00:00\", \"2021-01-29 15:41:38.000000+00:00\", \"2019-02-20 18:25:37.000000+00:00\", \"2022-03-17 14:38:35.000000+00:00\", \"2022-01-29 03:11:20.000000+00:00\"], \"session_ids\": [\"6d966c4a-731b-4281-a104-407daf40587b\", \"c092988e-410d-4c19-b2a0-479d091395a6\", \"a19a3ecb-c3d7-4470-8883-f3b1b76a2400\", \"940e376d-1ef6-4fee-b4e9-c3c7361528f2\", \"5aa86351-640b-4623-98ff-cb2fec38059a\", \"21616561-d82c-4b42-bb7d-f74171fe3659\", \"e6ba9923-c4cc-4e9e-bf32-43658a864285\", \"43b626b3-bdc8-4558-9f06-d725bb1b2b1e\", \"0a6d2705-0706-4de5-bde1-956580926ed9\", \"14bb565b-5e43-4778-b271-e665b946acad\", \"19af3958-2809-431f-a05c-b3fed94a176c\"], \"total_duration\": 17216.0, \"total_sessions\": 11, \"mean_week_duration\": 80.449}, \"6186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-21 06:56:00.000000+00:00\", \"2019-08-05 11:59:30.000000+00:00\", \"2021-01-01 14:32:51.000000+00:00\"], \"session_ids\": [\"e6e247cf-6cf4-46b3-b92c-b9da6537f7f3\", \"ef299634-0e41-49fd-8875-edb32be73d47\", \"4c3e369c-1741-4919-aee5-41559939b003\"], \"total_duration\": 171.0, \"total_sessions\": 3, \"mean_week_duration\": 1.425}, \"81132\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-04-06 14:46:13.000000+00:00\", \"2019-05-01 04:56:48.000000+00:00\"], \"session_ids\": [\"02262aa8-a1dd-4e17-9e2b-515f07b9cd3b\", \"f0a92bd2-a307-428b-9d80-9a41cd760197\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.539}, \"36674\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-07 20:06:43.000000+00:00\", \"2022-05-05 22:28:23.000000+00:00\"], \"session_ids\": [\"ec3c24cd-e618-4a0d-9912-85cf65717e6d\", \"68952867-e35e-4854-8845-9035ab10f6d2\"], \"total_duration\": 453.0, \"total_sessions\": 2, \"mean_week_duration\": 4.719}, \"3006\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-02 07:54:39.000000+00:00\", \"2019-04-14 20:50:58.000000+00:00\"], \"session_ids\": [\"ab9e7698-dfca-4422-9461-45349ea089b2\", \"32339bf8-9901-4b7d-bc1d-e71b6d9167e4\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.343}, \"86356\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-28 17:37:45.000000+00:00\", \"2022-09-07 05:46:27.000000+00:00\", \"2019-11-22 13:30:17.000000+00:00\"], \"session_ids\": [\"17103a72-ef2f-4db5-8b47-460697122580\", \"3e40a65b-4e43-4733-915a-1d2e41177e30\", \"d654c473-51a2-434c-9aa2-6d6c8c055eac\"], \"total_duration\": 743.0, \"total_sessions\": 3, \"mean_week_duration\": 5.089}, \"36162\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-28 14:32:23.000000+00:00\", \"2022-03-29 20:33:33.000000+00:00\"], \"session_ids\": [\"377b7713-1a22-46f2-8c29-b4df87bb894f\", \"3d59aa62-169f-443f-ab75-e5fa2043b046\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.377}, \"1584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-06 08:24:23.000000+00:00\", \"2022-07-01 04:15:51.000000+00:00\", \"2021-06-14 22:02:28.000000+00:00\", \"2021-12-23 02:01:22.000000+00:00\"], \"session_ids\": [\"bdb2c4aa-b8c3-4545-bd25-0475f9b6edb6\", \"b3afe168-f98a-4fbf-92bd-b6933a1c9e99\", \"21b36d70-be3b-4f93-957e-b634e6b25039\", \"2df139cc-2ec6-43c5-881b-58b49502e594\"], \"total_duration\": 73.0, \"total_sessions\": 4, \"mean_week_duration\": 0.768}, \"79229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-10 22:05:03.000000+00:00\", \"2021-09-27 08:34:06.000000+00:00\", \"2019-05-14 15:14:30.000000+00:00\", \"2019-06-29 19:39:40.000000+00:00\", \"2019-11-23 16:37:00.000000+00:00\", \"2021-08-25 08:39:37.000000+00:00\", \"2021-09-25 07:41:51.000000+00:00\", \"2019-11-05 08:00:27.000000+00:00\", \"2020-01-27 20:41:07.000000+00:00\"], \"session_ids\": [\"7116acab-eff4-432d-9d9c-0cf2975d0d33\", \"8485c4f7-4569-4c54-a9af-3a8334f9375f\", \"b998e157-0a04-4a38-9ce3-34c8be5c43a0\", \"f203019d-cbe8-4421-8756-4e5cca83bdd4\", \"a207f8f4-c39c-4002-8008-2267bb97ef90\", \"11118f51-04ff-4554-a08d-64dac442fc5e\", \"416e38f1-eb9e-4e95-b8c9-253191f6a36c\", \"b74025d0-c79c-4bae-8ba6-b0eb343e4c44\", \"e1d49200-a150-4254-ac5f-ee236b703664\"], \"total_duration\": 18219.0, \"total_sessions\": 9, \"mean_week_duration\": 146.927}, \"22820\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-02-14 07:07:50.000000+00:00\", \"2019-05-03 15:05:42.000000+00:00\", \"2022-04-14 19:47:44.000000+00:00\"], \"session_ids\": [\"6b033924-490d-42cd-afae-e143adfb0278\", \"6beb8fea-eaca-4fdd-ab9c-61b225192d53\", \"26c0e25d-bf8a-47e3-b6c0-8229d64363d0\"], \"total_duration\": 44.0, \"total_sessions\": 3, \"mean_week_duration\": 0.267}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 2047 and are equal or greater than 2576"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[2047, 2576]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-21 06:56:00.000000+00:00\", \"2019-08-05 11:59:30.000000+00:00\", \"2021-01-01 14:32:51.000000+00:00\"], \"session_ids\": [\"e6e247cf-6cf4-46b3-b92c-b9da6537f7f3\", \"ef299634-0e41-49fd-8875-edb32be73d47\", \"4c3e369c-1741-4919-aee5-41559939b003\"], \"total_duration\": 171.0, \"total_sessions\": 3, \"mean_week_duration\": 1.425}, \"81132\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-04-06 14:46:13.000000+00:00\", \"2019-05-01 04:56:48.000000+00:00\"], \"session_ids\": [\"02262aa8-a1dd-4e17-9e2b-515f07b9cd3b\", \"f0a92bd2-a307-428b-9d80-9a41cd760197\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.539}, \"36674\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-07 20:06:43.000000+00:00\", \"2022-05-05 22:28:23.000000+00:00\"], \"session_ids\": [\"ec3c24cd-e618-4a0d-9912-85cf65717e6d\", \"68952867-e35e-4854-8845-9035ab10f6d2\"], \"total_duration\": 453.0, \"total_sessions\": 2, \"mean_week_duration\": 4.719}, \"3006\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-02 07:54:39.000000+00:00\", \"2019-04-14 20:50:58.000000+00:00\"], \"session_ids\": [\"ab9e7698-dfca-4422-9461-45349ea089b2\", \"32339bf8-9901-4b7d-bc1d-e71b6d9167e4\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.343}, \"86356\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-28 17:37:45.000000+00:00\", \"2022-09-07 05:46:27.000000+00:00\", \"2019-11-22 13:30:17.000000+00:00\"], \"session_ids\": [\"17103a72-ef2f-4db5-8b47-460697122580\", \"3e40a65b-4e43-4733-915a-1d2e41177e30\", \"d654c473-51a2-434c-9aa2-6d6c8c055eac\"], \"total_duration\": 743.0, \"total_sessions\": 3, \"mean_week_duration\": 5.089}, \"36162\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-28 14:32:23.000000+00:00\", \"2022-03-29 20:33:33.000000+00:00\"], \"session_ids\": [\"377b7713-1a22-46f2-8c29-b4df87bb894f\", \"3d59aa62-169f-443f-ab75-e5fa2043b046\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.377}, \"1584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-06 08:24:23.000000+00:00\", \"2022-07-01 04:15:51.000000+00:00\", \"2021-06-14 22:02:28.000000+00:00\", \"2021-12-23 02:01:22.000000+00:00\"], \"session_ids\": [\"bdb2c4aa-b8c3-4545-bd25-0475f9b6edb6\", \"b3afe168-f98a-4fbf-92bd-b6933a1c9e99\", \"21b36d70-be3b-4f93-957e-b634e6b25039\", \"2df139cc-2ec6-43c5-881b-58b49502e594\"], \"total_duration\": 73.0, \"total_sessions\": 4, \"mean_week_duration\": 0.768}, \"22820\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-02-14 07:07:50.000000+00:00\", \"2019-05-03 15:05:42.000000+00:00\", \"2022-04-14 19:47:44.000000+00:00\"], \"session_ids\": [\"6b033924-490d-42cd-afae-e143adfb0278\", \"6beb8fea-eaca-4fdd-ab9c-61b225192d53\", \"26c0e25d-bf8a-47e3-b6c0-8229d64363d0\"], \"total_duration\": 44.0, \"total_sessions\": 3, \"mean_week_duration\": 0.267}, \"53986\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-15 07:18:29.000000+00:00\", \"2023-03-30 05:13:18.000000+00:00\", \"2022-09-12 07:55:43.000000+00:00\", \"2022-10-02 08:23:20.000000+00:00\", \"2020-12-10 11:36:49.000000+00:00\", \"2021-01-06 11:29:55.000000+00:00\", \"2022-11-18 21:01:49.000000+00:00\", \"2021-01-29 15:41:38.000000+00:00\", \"2019-02-20 18:25:37.000000+00:00\", \"2022-03-17 14:38:35.000000+00:00\", \"2022-01-29 03:11:20.000000+00:00\"], \"session_ids\": [\"6d966c4a-731b-4281-a104-407daf40587b\", \"c092988e-410d-4c19-b2a0-479d091395a6\", \"a19a3ecb-c3d7-4470-8883-f3b1b76a2400\", \"940e376d-1ef6-4fee-b4e9-c3c7361528f2\", \"5aa86351-640b-4623-98ff-cb2fec38059a\", \"21616561-d82c-4b42-bb7d-f74171fe3659\", \"e6ba9923-c4cc-4e9e-bf32-43658a864285\", \"43b626b3-bdc8-4558-9f06-d725bb1b2b1e\", \"0a6d2705-0706-4de5-bde1-956580926ed9\", \"14bb565b-5e43-4778-b271-e665b946acad\", \"19af3958-2809-431f-a05c-b3fed94a176c\"], \"total_duration\": 17216.0, \"total_sessions\": 11, \"mean_week_duration\": 80.449}, \"79229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-10 22:05:03.000000+00:00\", \"2021-09-27 08:34:06.000000+00:00\", \"2019-05-14 15:14:30.000000+00:00\", \"2019-06-29 19:39:40.000000+00:00\", \"2019-11-23 16:37:00.000000+00:00\", \"2021-08-25 08:39:37.000000+00:00\", \"2021-09-25 07:41:51.000000+00:00\", \"2019-11-05 08:00:27.000000+00:00\", \"2020-01-27 20:41:07.000000+00:00\"], \"session_ids\": [\"7116acab-eff4-432d-9d9c-0cf2975d0d33\", \"8485c4f7-4569-4c54-a9af-3a8334f9375f\", \"b998e157-0a04-4a38-9ce3-34c8be5c43a0\", \"f203019d-cbe8-4421-8756-4e5cca83bdd4\", \"a207f8f4-c39c-4002-8008-2267bb97ef90\", \"11118f51-04ff-4554-a08d-64dac442fc5e\", \"416e38f1-eb9e-4e95-b8c9-253191f6a36c\", \"b74025d0-c79c-4bae-8ba6-b0eb343e4c44\", \"e1d49200-a150-4254-ac5f-ee236b703664\"], \"total_duration\": 18219.0, \"total_sessions\": 9, \"mean_week_duration\": 146.927}}\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[{\"79229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-10 22:05:03.000000+00:00\", \"2021-09-27 08:34:06.000000+00:00\", \"2019-05-14 15:14:30.000000+00:00\", \"2019-06-29 19:39:40.000000+00:00\", \"2019-11-23 16:37:00.000000+00:00\", \"2021-08-25 08:39:37.000000+00:00\", \"2021-09-25 07:41:51.000000+00:00\", \"2019-11-05 08:00:27.000000+00:00\", \"2020-01-27 20:41:07.000000+00:00\"], \"session_ids\": [\"7116acab-eff4-432d-9d9c-0cf2975d0d33\", \"8485c4f7-4569-4c54-a9af-3a8334f9375f\", \"b998e157-0a04-4a38-9ce3-34c8be5c43a0\", \"f203019d-cbe8-4421-8756-4e5cca83bdd4\", \"a207f8f4-c39c-4002-8008-2267bb97ef90\", \"11118f51-04ff-4554-a08d-64dac442fc5e\", \"416e38f1-eb9e-4e95-b8c9-253191f6a36c\", \"b74025d0-c79c-4bae-8ba6-b0eb343e4c44\", \"e1d49200-a150-4254-ac5f-ee236b703664\"], \"total_duration\": 18219.0, \"total_sessions\": 9, \"mean_week_duration\": 146.927}}, {\"53986\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-15 07:18:29.000000+00:00\", \"2023-03-30 05:13:18.000000+00:00\", \"2022-09-12 07:55:43.000000+00:00\", \"2022-10-02 08:23:20.000000+00:00\", \"2020-12-10 11:36:49.000000+00:00\", \"2021-01-06 11:29:55.000000+00:00\", \"2022-11-18 21:01:49.000000+00:00\", \"2021-01-29 15:41:38.000000+00:00\", \"2019-02-20 18:25:37.000000+00:00\", \"2022-03-17 14:38:35.000000+00:00\", \"2022-01-29 03:11:20.000000+00:00\"], \"session_ids\": [\"6d966c4a-731b-4281-a104-407daf40587b\", \"c092988e-410d-4c19-b2a0-479d091395a6\", \"a19a3ecb-c3d7-4470-8883-f3b1b76a2400\", \"940e376d-1ef6-4fee-b4e9-c3c7361528f2\", \"5aa86351-640b-4623-98ff-cb2fec38059a\", \"21616561-d82c-4b42-bb7d-f74171fe3659\", \"e6ba9923-c4cc-4e9e-bf32-43658a864285\", \"43b626b3-bdc8-4558-9f06-d725bb1b2b1e\", \"0a6d2705-0706-4de5-bde1-956580926ed9\", \"14bb565b-5e43-4778-b271-e665b946acad\", \"19af3958-2809-431f-a05c-b3fed94a176c\"], \"total_duration\": 17216.0, \"total_sessions\": 11, \"mean_week_duration\": 80.449}}, {\"86356\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-28 17:37:45.000000+00:00\", \"2022-09-07 05:46:27.000000+00:00\", \"2019-11-22 13:30:17.000000+00:00\"], \"session_ids\": [\"17103a72-ef2f-4db5-8b47-460697122580\", \"3e40a65b-4e43-4733-915a-1d2e41177e30\", \"d654c473-51a2-434c-9aa2-6d6c8c055eac\"], \"total_duration\": 743.0, \"total_sessions\": 3, \"mean_week_duration\": 5.089}}, {\"36674\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-07 20:06:43.000000+00:00\", \"2022-05-05 22:28:23.000000+00:00\"], \"session_ids\": [\"ec3c24cd-e618-4a0d-9912-85cf65717e6d\", \"68952867-e35e-4854-8845-9035ab10f6d2\"], \"total_duration\": 453.0, \"total_sessions\": 2, \"mean_week_duration\": 4.719}}, {\"6186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-21 06:56:00.000000+00:00\", \"2019-08-05 11:59:30.000000+00:00\", \"2021-01-01 14:32:51.000000+00:00\"], \"session_ids\": [\"e6e247cf-6cf4-46b3-b92c-b9da6537f7f3\", \"ef299634-0e41-49fd-8875-edb32be73d47\", \"4c3e369c-1741-4919-aee5-41559939b003\"], \"total_duration\": 171.0, \"total_sessions\": 3, \"mean_week_duration\": 1.425}}, {\"3006\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-03-02 07:54:39.000000+00:00\", \"2019-04-14 20:50:58.000000+00:00\"], \"session_ids\": [\"ab9e7698-dfca-4422-9461-45349ea089b2\", \"32339bf8-9901-4b7d-bc1d-e71b6d9167e4\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.343}}, {\"81132\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-04-06 14:46:13.000000+00:00\", \"2019-05-01 04:56:48.000000+00:00\"], \"session_ids\": [\"02262aa8-a1dd-4e17-9e2b-515f07b9cd3b\", \"f0a92bd2-a307-428b-9d80-9a41cd760197\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 0.539}}, {\"1584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-06 08:24:23.000000+00:00\", \"2022-07-01 04:15:51.000000+00:00\", \"2021-06-14 22:02:28.000000+00:00\", \"2021-12-23 02:01:22.000000+00:00\"], \"session_ids\": [\"bdb2c4aa-b8c3-4545-bd25-0475f9b6edb6\", \"b3afe168-f98a-4fbf-92bd-b6933a1c9e99\", \"21b36d70-be3b-4f93-957e-b634e6b25039\", \"2df139cc-2ec6-43c5-881b-58b49502e594\"], \"total_duration\": 73.0, \"total_sessions\": 4, \"mean_week_duration\": 0.768}}, {\"22820\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-02-14 07:07:50.000000+00:00\", \"2019-05-03 15:05:42.000000+00:00\", \"2022-04-14 19:47:44.000000+00:00\"], \"session_ids\": [\"6b033924-490d-42cd-afae-e143adfb0278\", \"6beb8fea-eaca-4fdd-ab9c-61b225192d53\", \"26c0e25d-bf8a-47e3-b6c0-8229d64363d0\"], \"total_duration\": 44.0, \"total_sessions\": 3, \"mean_week_duration\": 0.267}}, {\"36162\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-28 14:32:23.000000+00:00\", \"2022-03-29 20:33:33.000000+00:00\"], \"session_ids\": [\"377b7713-1a22-46f2-8c29-b4df87bb894f\", \"3d59aa62-169f-443f-ab75-e5fa2043b046\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.377}}]\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[{\"79229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-10 22:05:03.000000+00:00\", \"2021-09-27 08:34:06.000000+00:00\", \"2019-05-14 15:14:30.000000+00:00\", \"2019-06-29 19:39:40.000000+00:00\", \"2019-11-23 16:37:00.000000+00:00\", \"2021-08-25 08:39:37.000000+00:00\", \"2021-09-25 07:41:51.000000+00:00\", \"2019-11-05 08:00:27.000000+00:00\", \"2020-01-27 20:41:07.000000+00:00\"], \"session_ids\": [\"7116acab-eff4-432d-9d9c-0cf2975d0d33\", \"8485c4f7-4569-4c54-a9af-3a8334f9375f\", \"b998e157-0a04-4a38-9ce3-34c8be5c43a0\", \"f203019d-cbe8-4421-8756-4e5cca83bdd4\", \"a207f8f4-c39c-4002-8008-2267bb97ef90\", \"11118f51-04ff-4554-a08d-64dac442fc5e\", \"416e38f1-eb9e-4e95-b8c9-253191f6a36c\", \"b74025d0-c79c-4bae-8ba6-b0eb343e4c44\", \"e1d49200-a150-4254-ac5f-ee236b703664\"], \"total_duration\": 18219.0, \"total_sessions\": 9, \"mean_week_duration\": 146.927}}, {\"53986\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-15 07:18:29.000000+00:00\", \"2023-03-30 05:13:18.000000+00:00\", \"2022-09-12 07:55:43.000000+00:00\", \"2022-10-02 08:23:20.000000+00:00\", \"2020-12-10 11:36:49.000000+00:00\", \"2021-01-06 11:29:55.000000+00:00\", \"2022-11-18 21:01:49.000000+00:00\", \"2021-01-29 15:41:38.000000+00:00\", \"2019-02-20 18:25:37.000000+00:00\", \"2022-03-17 14:38:35.000000+00:00\", \"2022-01-29 03:11:20.000000+00:00\"], \"session_ids\": [\"6d966c4a-731b-4281-a104-407daf40587b\", \"c092988e-410d-4c19-b2a0-479d091395a6\", \"a19a3ecb-c3d7-4470-8883-f3b1b76a2400\", \"940e376d-1ef6-4fee-b4e9-c3c7361528f2\", \"5aa86351-640b-4623-98ff-cb2fec38059a\", \"21616561-d82c-4b42-bb7d-f74171fe3659\", \"e6ba9923-c4cc-4e9e-bf32-43658a864285\", \"43b626b3-bdc8-4558-9f06-d725bb1b2b1e\", \"0a6d2705-0706-4de5-bde1-956580926ed9\", \"14bb565b-5e43-4778-b271-e665b946acad\", \"19af3958-2809-431f-a05c-b3fed94a176c\"], \"total_duration\": 17216.0, \"total_sessions\": 11, \"mean_week_duration\": 80.449}}]\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[{\"79229\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-10-10 22:05:03.000000+00:00\", \"2021-09-27 08:34:06.000000+00:00\", \"2019-05-14 15:14:30.000000+00:00\", \"2019-06-29 19:39:40.000000+00:00\", \"2019-11-23 16:37:00.000000+00:00\", \"2021-08-25 08:39:37.000000+00:00\", \"2021-09-25 07:41:51.000000+00:00\", \"2019-11-05 08:00:27.000000+00:00\", \"2020-01-27 20:41:07.000000+00:00\"], \"session_ids\": [\"7116acab-eff4-432d-9d9c-0cf2975d0d33\", \"8485c4f7-4569-4c54-a9af-3a8334f9375f\", \"b998e157-0a04-4a38-9ce3-34c8be5c43a0\", \"f203019d-cbe8-4421-8756-4e5cca83bdd4\", \"a207f8f4-c39c-4002-8008-2267bb97ef90\", \"11118f51-04ff-4554-a08d-64dac442fc5e\", \"416e38f1-eb9e-4e95-b8c9-253191f6a36c\", \"b74025d0-c79c-4bae-8ba6-b0eb343e4c44\", \"e1d49200-a150-4254-ac5f-ee236b703664\"], \"total_duration\": 18219.0, \"total_sessions\": 9, \"mean_week_duration\": 146.927}}, {\"53986\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-15 07:18:29.000000+00:00\", \"2023-03-30 05:13:18.000000+00:00\", \"2022-09-12 07:55:43.000000+00:00\", \"2022-10-02 08:23:20.000000+00:00\", \"2020-12-10 11:36:49.000000+00:00\", \"2021-01-06 11:29:55.000000+00:00\", \"2022-11-18 21:01:49.000000+00:00\", \"2021-01-29 15:41:38.000000+00:00\", \"2019-02-20 18:25:37.000000+00:00\", \"2022-03-17 14:38:35.000000+00:00\", \"2022-01-29 03:11:20.000000+00:00\"], \"session_ids\": [\"6d966c4a-731b-4281-a104-407daf40587b\", \"c092988e-410d-4c19-b2a0-479d091395a6\", \"a19a3ecb-c3d7-4470-8883-f3b1b76a2400\", \"940e376d-1ef6-4fee-b4e9-c3c7361528f2\", \"5aa86351-640b-4623-98ff-cb2fec38059a\", \"21616561-d82c-4b42-bb7d-f74171fe3659\", \"e6ba9923-c4cc-4e9e-bf32-43658a864285\", \"43b626b3-bdc8-4558-9f06-d725bb1b2b1e\", \"0a6d2705-0706-4de5-bde1-956580926ed9\", \"14bb565b-5e43-4778-b271-e665b946acad\", \"19af3958-2809-431f-a05c-b3fed94a176c\"], \"total_duration\": 17216.0, \"total_sessions\": 11, \"mean_week_duration\": 80.449}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 8 users who have the lowest total duration amount , carry out sorting by total duration amount ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37513\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-06-12 14:46:22.000000+00:00\", \"2019-08-24 18:57:17.000000+00:00\", \"2022-02-28 21:35:44.000000+00:00\", \"2019-07-24 12:16:39.000000+00:00\", \"2020-12-28 02:49:21.000000+00:00\", \"2022-03-31 00:51:18.000000+00:00\", \"2020-12-24 02:38:47.000000+00:00\", \"2021-09-13 11:49:42.000000+00:00\"], \"session_ids\": [\"47b93cd3-47ab-43bc-af24-0c9a9af44a0c\", \"b17cf342-eae7-4e38-b4cb-ad08a6c1f617\", \"c9ffd54f-c664-4bb0-8945-bbefc3f409d7\", \"b4e9a166-e498-4fdb-88f5-ef8e58323cc1\", \"3a81ee22-61eb-4d45-bcc4-0f202ac61de9\", \"55ff8c6f-d244-4806-9185-c4f65dff9572\", \"7d7d74e4-2f05-448d-b37d-39cc6f69a046\", \"d1ebef61-5545-49a2-b2ba-e02e73ff0402\"], \"total_duration\": 2181.0, \"total_sessions\": 8, \"mean_week_duration\": 14.938}, \"78159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-05-29 15:22:22.000000+00:00\", \"2019-02-15 00:24:52.000000+00:00\", \"2022-04-18 08:55:19.000000+00:00\", \"2019-10-18 15:14:37.000000+00:00\", \"2019-11-03 05:35:12.000000+00:00\", \"2020-07-31 23:40:58.000000+00:00\", \"2021-01-26 23:57:55.000000+00:00\", \"2021-07-05 10:10:43.000000+00:00\"], \"session_ids\": [\"4404050c-775d-4771-9411-40876269a1d0\", \"c16b8788-32a5-47fa-bbb6-8dbb00e19a6d\", \"55605b7d-bd57-431b-b4ea-428a366f5718\", \"22844a29-0698-43f3-9f1b-dda2652a937a\", \"442f2184-304f-4c4a-b625-27aca875149b\", \"08627c0f-5f1f-4106-b8b2-3dd822a6a995\", \"83bef03d-d89b-4320-bfb7-bffd65ca51d6\", \"660ca87d-80b7-4e23-9d86-329b306a7c69\"], \"total_duration\": 7884.0, \"total_sessions\": 8, \"mean_week_duration\": 35.196}, \"72074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-03 06:29:42.000000+00:00\", \"2022-05-26 20:39:07.000000+00:00\", \"2021-10-01 00:26:09.000000+00:00\", \"2021-10-02 06:13:31.000000+00:00\"], \"session_ids\": [\"833d511e-d5e7-4d59-8ec8-5f7758901a07\", \"91076874-e24d-4075-9097-0e089384973b\", \"07608e00-abf7-4627-8ef5-f8d8283e6636\", \"7d152e71-0af2-4ab1-8485-53018ad93421\"], \"total_duration\": 885.0, \"total_sessions\": 4, \"mean_week_duration\": 20.581}, \"34883\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-21 12:15:27.000000+00:00\", \"2021-08-26 22:41:16.000000+00:00\"], \"session_ids\": [\"a5ee4b86-9952-42a6-8634-55ad38feb795\", \"e6e939bd-582b-4778-baaa-d8e801fe99a6\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.561}, \"13783\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-09 00:57:20.000000+00:00\", \"2019-08-19 00:14:06.000000+00:00\", \"2023-03-02 05:37:59.000000+00:00\"], \"session_ids\": [\"b729f6b3-c47b-44b3-8dbe-5ff1780ccdf7\", \"070a8f3d-62bd-4736-8b43-af16adb9fab1\", \"58219392-b4c7-4335-bf1a-5bbbb68658bc\"], \"total_duration\": 447.0, \"total_sessions\": 3, \"mean_week_duration\": 2.416}, \"61704\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-04-29 16:27:31.000000+00:00\", \"2021-03-07 11:53:54.000000+00:00\", \"2019-02-10 15:03:00.000000+00:00\", \"2019-05-03 06:30:37.000000+00:00\", \"2023-05-24 18:06:23.000000+00:00\"], \"session_ids\": [\"11b594fc-ba26-4466-b743-9222ba97ce9e\", \"b6ebe9b8-20ba-4f4f-b83f-dee2501e720d\", \"1cc9ba26-f3f6-4422-ace6-d05b2d29f807\", \"3ed8749f-4b7d-421d-b788-2f093bb2778f\", \"87669f60-dcad-43e0-bbfc-d4ea509929f6\"], \"total_duration\": 2202.0, \"total_sessions\": 5, \"mean_week_duration\": 9.83}, \"76433\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-20 12:00:23.000000+00:00\", \"2020-03-31 04:49:58.000000+00:00\", \"2022-11-23 14:41:43.000000+00:00\", \"2020-03-16 12:03:50.000000+00:00\", \"2020-02-27 23:24:03.000000+00:00\"], \"session_ids\": [\"62067b43-c919-4bff-8ac9-e51a7d20b089\", \"71b50ef8-b3a8-4647-85ba-a2869837520b\", \"66f5a80e-6db3-42af-9e5b-dec8830b41b6\", \"a105db99-781d-43d3-8fc3-6857b88c4af1\", \"d9b532cb-7f68-4df6-91dd-3ea6ab6917a3\"], \"total_duration\": 46.0, \"total_sessions\": 5, \"mean_week_duration\": 0.322}, \"53517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-26 17:00:54.000000+00:00\", \"2023-04-21 01:12:47.000000+00:00\"], \"session_ids\": [\"77fc9962-65a4-47cc-bd04-d17b936ee265\", \"4ca098c0-93fc-4062-8393-073d20044121\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 5.25}, \"66640\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-07 11:10:16.000000+00:00\", \"2020-07-26 17:48:16.000000+00:00\", \"2022-06-06 17:54:30.000000+00:00\", \"2022-10-25 06:31:18.000000+00:00\", \"2023-03-12 15:52:30.000000+00:00\"], \"session_ids\": [\"6b03e68d-c6e9-41c5-b5ec-01c019593a20\", \"f4c61c91-2c50-46c5-9483-a4c6641d438c\", \"585e430f-e8df-4ca7-909d-a94f8b919727\", \"51fc44ab-58ef-4999-b8dd-3c78b951784c\", \"29851975-e1df-42d9-991f-e6f39310e92a\"], \"total_duration\": 155.0, \"total_sessions\": 5, \"mean_week_duration\": 1.013}, \"17591\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-15 19:26:55.000000+00:00\", \"2020-09-13 00:55:17.000000+00:00\"], \"session_ids\": [\"1bf62a24-9903-4983-85a7-a726aea1de5f\", \"c5f42d1e-61b9-4b63-bcab-410591fba6eb\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 1.793}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest 8 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 8}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"76433\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-20 12:00:23.000000+00:00\", \"2020-03-31 04:49:58.000000+00:00\", \"2022-11-23 14:41:43.000000+00:00\", \"2020-03-16 12:03:50.000000+00:00\", \"2020-02-27 23:24:03.000000+00:00\"], \"session_ids\": [\"62067b43-c919-4bff-8ac9-e51a7d20b089\", \"71b50ef8-b3a8-4647-85ba-a2869837520b\", \"66f5a80e-6db3-42af-9e5b-dec8830b41b6\", \"a105db99-781d-43d3-8fc3-6857b88c4af1\", \"d9b532cb-7f68-4df6-91dd-3ea6ab6917a3\"], \"total_duration\": 46.0, \"total_sessions\": 5, \"mean_week_duration\": 0.322}}, {\"34883\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-21 12:15:27.000000+00:00\", \"2021-08-26 22:41:16.000000+00:00\"], \"session_ids\": [\"a5ee4b86-9952-42a6-8634-55ad38feb795\", \"e6e939bd-582b-4778-baaa-d8e801fe99a6\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.561}}, {\"66640\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-07 11:10:16.000000+00:00\", \"2020-07-26 17:48:16.000000+00:00\", \"2022-06-06 17:54:30.000000+00:00\", \"2022-10-25 06:31:18.000000+00:00\", \"2023-03-12 15:52:30.000000+00:00\"], \"session_ids\": [\"6b03e68d-c6e9-41c5-b5ec-01c019593a20\", \"f4c61c91-2c50-46c5-9483-a4c6641d438c\", \"585e430f-e8df-4ca7-909d-a94f8b919727\", \"51fc44ab-58ef-4999-b8dd-3c78b951784c\", \"29851975-e1df-42d9-991f-e6f39310e92a\"], \"total_duration\": 155.0, \"total_sessions\": 5, \"mean_week_duration\": 1.013}}, {\"17591\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-15 19:26:55.000000+00:00\", \"2020-09-13 00:55:17.000000+00:00\"], \"session_ids\": [\"1bf62a24-9903-4983-85a7-a726aea1de5f\", \"c5f42d1e-61b9-4b63-bcab-410591fba6eb\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 1.793}}, {\"53517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-26 17:00:54.000000+00:00\", \"2023-04-21 01:12:47.000000+00:00\"], \"session_ids\": [\"77fc9962-65a4-47cc-bd04-d17b936ee265\", \"4ca098c0-93fc-4062-8393-073d20044121\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 5.25}}, {\"13783\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-09 00:57:20.000000+00:00\", \"2019-08-19 00:14:06.000000+00:00\", \"2023-03-02 05:37:59.000000+00:00\"], \"session_ids\": [\"b729f6b3-c47b-44b3-8dbe-5ff1780ccdf7\", \"070a8f3d-62bd-4736-8b43-af16adb9fab1\", \"58219392-b4c7-4335-bf1a-5bbbb68658bc\"], \"total_duration\": 447.0, \"total_sessions\": 3, \"mean_week_duration\": 2.416}}, {\"72074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-03 06:29:42.000000+00:00\", \"2022-05-26 20:39:07.000000+00:00\", \"2021-10-01 00:26:09.000000+00:00\", \"2021-10-02 06:13:31.000000+00:00\"], \"session_ids\": [\"833d511e-d5e7-4d59-8ec8-5f7758901a07\", \"91076874-e24d-4075-9097-0e089384973b\", \"07608e00-abf7-4627-8ef5-f8d8283e6636\", \"7d152e71-0af2-4ab1-8485-53018ad93421\"], \"total_duration\": 885.0, \"total_sessions\": 4, \"mean_week_duration\": 20.581}}, {\"37513\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-06-12 14:46:22.000000+00:00\", \"2019-08-24 18:57:17.000000+00:00\", \"2022-02-28 21:35:44.000000+00:00\", \"2019-07-24 12:16:39.000000+00:00\", \"2020-12-28 02:49:21.000000+00:00\", \"2022-03-31 00:51:18.000000+00:00\", \"2020-12-24 02:38:47.000000+00:00\", \"2021-09-13 11:49:42.000000+00:00\"], \"session_ids\": [\"47b93cd3-47ab-43bc-af24-0c9a9af44a0c\", \"b17cf342-eae7-4e38-b4cb-ad08a6c1f617\", \"c9ffd54f-c664-4bb0-8945-bbefc3f409d7\", \"b4e9a166-e498-4fdb-88f5-ef8e58323cc1\", \"3a81ee22-61eb-4d45-bcc4-0f202ac61de9\", \"55ff8c6f-d244-4806-9185-c4f65dff9572\", \"7d7d74e4-2f05-448d-b37d-39cc6f69a046\", \"d1ebef61-5545-49a2-b2ba-e02e73ff0402\"], \"total_duration\": 2181.0, \"total_sessions\": 8, \"mean_week_duration\": 14.938}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"76433\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-20 12:00:23.000000+00:00\", \"2020-03-31 04:49:58.000000+00:00\", \"2022-11-23 14:41:43.000000+00:00\", \"2020-03-16 12:03:50.000000+00:00\", \"2020-02-27 23:24:03.000000+00:00\"], \"session_ids\": [\"62067b43-c919-4bff-8ac9-e51a7d20b089\", \"71b50ef8-b3a8-4647-85ba-a2869837520b\", \"66f5a80e-6db3-42af-9e5b-dec8830b41b6\", \"a105db99-781d-43d3-8fc3-6857b88c4af1\", \"d9b532cb-7f68-4df6-91dd-3ea6ab6917a3\"], \"total_duration\": 46.0, \"total_sessions\": 5, \"mean_week_duration\": 0.322}}, {\"34883\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-21 12:15:27.000000+00:00\", \"2021-08-26 22:41:16.000000+00:00\"], \"session_ids\": [\"a5ee4b86-9952-42a6-8634-55ad38feb795\", \"e6e939bd-582b-4778-baaa-d8e801fe99a6\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.561}}, {\"66640\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-07 11:10:16.000000+00:00\", \"2020-07-26 17:48:16.000000+00:00\", \"2022-06-06 17:54:30.000000+00:00\", \"2022-10-25 06:31:18.000000+00:00\", \"2023-03-12 15:52:30.000000+00:00\"], \"session_ids\": [\"6b03e68d-c6e9-41c5-b5ec-01c019593a20\", \"f4c61c91-2c50-46c5-9483-a4c6641d438c\", \"585e430f-e8df-4ca7-909d-a94f8b919727\", \"51fc44ab-58ef-4999-b8dd-3c78b951784c\", \"29851975-e1df-42d9-991f-e6f39310e92a\"], \"total_duration\": 155.0, \"total_sessions\": 5, \"mean_week_duration\": 1.013}}, {\"17591\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-15 19:26:55.000000+00:00\", \"2020-09-13 00:55:17.000000+00:00\"], \"session_ids\": [\"1bf62a24-9903-4983-85a7-a726aea1de5f\", \"c5f42d1e-61b9-4b63-bcab-410591fba6eb\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 1.793}}, {\"53517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-26 17:00:54.000000+00:00\", \"2023-04-21 01:12:47.000000+00:00\"], \"session_ids\": [\"77fc9962-65a4-47cc-bd04-d17b936ee265\", \"4ca098c0-93fc-4062-8393-073d20044121\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 5.25}}, {\"13783\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-09 00:57:20.000000+00:00\", \"2019-08-19 00:14:06.000000+00:00\", \"2023-03-02 05:37:59.000000+00:00\"], \"session_ids\": [\"b729f6b3-c47b-44b3-8dbe-5ff1780ccdf7\", \"070a8f3d-62bd-4736-8b43-af16adb9fab1\", \"58219392-b4c7-4335-bf1a-5bbbb68658bc\"], \"total_duration\": 447.0, \"total_sessions\": 3, \"mean_week_duration\": 2.416}}, {\"72074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-03 06:29:42.000000+00:00\", \"2022-05-26 20:39:07.000000+00:00\", \"2021-10-01 00:26:09.000000+00:00\", \"2021-10-02 06:13:31.000000+00:00\"], \"session_ids\": [\"833d511e-d5e7-4d59-8ec8-5f7758901a07\", \"91076874-e24d-4075-9097-0e089384973b\", \"07608e00-abf7-4627-8ef5-f8d8283e6636\", \"7d152e71-0af2-4ab1-8485-53018ad93421\"], \"total_duration\": 885.0, \"total_sessions\": 4, \"mean_week_duration\": 20.581}}, {\"37513\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-06-12 14:46:22.000000+00:00\", \"2019-08-24 18:57:17.000000+00:00\", \"2022-02-28 21:35:44.000000+00:00\", \"2019-07-24 12:16:39.000000+00:00\", \"2020-12-28 02:49:21.000000+00:00\", \"2022-03-31 00:51:18.000000+00:00\", \"2020-12-24 02:38:47.000000+00:00\", \"2021-09-13 11:49:42.000000+00:00\"], \"session_ids\": [\"47b93cd3-47ab-43bc-af24-0c9a9af44a0c\", \"b17cf342-eae7-4e38-b4cb-ad08a6c1f617\", \"c9ffd54f-c664-4bb0-8945-bbefc3f409d7\", \"b4e9a166-e498-4fdb-88f5-ef8e58323cc1\", \"3a81ee22-61eb-4d45-bcc4-0f202ac61de9\", \"55ff8c6f-d244-4806-9185-c4f65dff9572\", \"7d7d74e4-2f05-448d-b37d-39cc6f69a046\", \"d1ebef61-5545-49a2-b2ba-e02e73ff0402\"], \"total_duration\": 2181.0, \"total_sessions\": 8, \"mean_week_duration\": 14.938}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"76433\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-20 12:00:23.000000+00:00\", \"2020-03-31 04:49:58.000000+00:00\", \"2022-11-23 14:41:43.000000+00:00\", \"2020-03-16 12:03:50.000000+00:00\", \"2020-02-27 23:24:03.000000+00:00\"], \"session_ids\": [\"62067b43-c919-4bff-8ac9-e51a7d20b089\", \"71b50ef8-b3a8-4647-85ba-a2869837520b\", \"66f5a80e-6db3-42af-9e5b-dec8830b41b6\", \"a105db99-781d-43d3-8fc3-6857b88c4af1\", \"d9b532cb-7f68-4df6-91dd-3ea6ab6917a3\"], \"total_duration\": 46.0, \"total_sessions\": 5, \"mean_week_duration\": 0.322}}, {\"34883\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-21 12:15:27.000000+00:00\", \"2021-08-26 22:41:16.000000+00:00\"], \"session_ids\": [\"a5ee4b86-9952-42a6-8634-55ad38feb795\", \"e6e939bd-582b-4778-baaa-d8e801fe99a6\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.561}}, {\"66640\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-07 11:10:16.000000+00:00\", \"2020-07-26 17:48:16.000000+00:00\", \"2022-06-06 17:54:30.000000+00:00\", \"2022-10-25 06:31:18.000000+00:00\", \"2023-03-12 15:52:30.000000+00:00\"], \"session_ids\": [\"6b03e68d-c6e9-41c5-b5ec-01c019593a20\", \"f4c61c91-2c50-46c5-9483-a4c6641d438c\", \"585e430f-e8df-4ca7-909d-a94f8b919727\", \"51fc44ab-58ef-4999-b8dd-3c78b951784c\", \"29851975-e1df-42d9-991f-e6f39310e92a\"], \"total_duration\": 155.0, \"total_sessions\": 5, \"mean_week_duration\": 1.013}}, {\"17591\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-15 19:26:55.000000+00:00\", \"2020-09-13 00:55:17.000000+00:00\"], \"session_ids\": [\"1bf62a24-9903-4983-85a7-a726aea1de5f\", \"c5f42d1e-61b9-4b63-bcab-410591fba6eb\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 1.793}}, {\"53517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-26 17:00:54.000000+00:00\", \"2023-04-21 01:12:47.000000+00:00\"], \"session_ids\": [\"77fc9962-65a4-47cc-bd04-d17b936ee265\", \"4ca098c0-93fc-4062-8393-073d20044121\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 5.25}}, {\"13783\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-09 00:57:20.000000+00:00\", \"2019-08-19 00:14:06.000000+00:00\", \"2023-03-02 05:37:59.000000+00:00\"], \"session_ids\": [\"b729f6b3-c47b-44b3-8dbe-5ff1780ccdf7\", \"070a8f3d-62bd-4736-8b43-af16adb9fab1\", \"58219392-b4c7-4335-bf1a-5bbbb68658bc\"], \"total_duration\": 447.0, \"total_sessions\": 3, \"mean_week_duration\": 2.416}}, {\"72074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-03 06:29:42.000000+00:00\", \"2022-05-26 20:39:07.000000+00:00\", \"2021-10-01 00:26:09.000000+00:00\", \"2021-10-02 06:13:31.000000+00:00\"], \"session_ids\": [\"833d511e-d5e7-4d59-8ec8-5f7758901a07\", \"91076874-e24d-4075-9097-0e089384973b\", \"07608e00-abf7-4627-8ef5-f8d8283e6636\", \"7d152e71-0af2-4ab1-8485-53018ad93421\"], \"total_duration\": 885.0, \"total_sessions\": 4, \"mean_week_duration\": 20.581}}, {\"37513\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-06-12 14:46:22.000000+00:00\", \"2019-08-24 18:57:17.000000+00:00\", \"2022-02-28 21:35:44.000000+00:00\", \"2019-07-24 12:16:39.000000+00:00\", \"2020-12-28 02:49:21.000000+00:00\", \"2022-03-31 00:51:18.000000+00:00\", \"2020-12-24 02:38:47.000000+00:00\", \"2021-09-13 11:49:42.000000+00:00\"], \"session_ids\": [\"47b93cd3-47ab-43bc-af24-0c9a9af44a0c\", \"b17cf342-eae7-4e38-b4cb-ad08a6c1f617\", \"c9ffd54f-c664-4bb0-8945-bbefc3f409d7\", \"b4e9a166-e498-4fdb-88f5-ef8e58323cc1\", \"3a81ee22-61eb-4d45-bcc4-0f202ac61de9\", \"55ff8c6f-d244-4806-9185-c4f65dff9572\", \"7d7d74e4-2f05-448d-b37d-39cc6f69a046\", \"d1ebef61-5545-49a2-b2ba-e02e73ff0402\"], \"total_duration\": 2181.0, \"total_sessions\": 8, \"mean_week_duration\": 14.938}}]\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[{\"76433\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-04-20 12:00:23.000000+00:00\", \"2020-03-31 04:49:58.000000+00:00\", \"2022-11-23 14:41:43.000000+00:00\", \"2020-03-16 12:03:50.000000+00:00\", \"2020-02-27 23:24:03.000000+00:00\"], \"session_ids\": [\"62067b43-c919-4bff-8ac9-e51a7d20b089\", \"71b50ef8-b3a8-4647-85ba-a2869837520b\", \"66f5a80e-6db3-42af-9e5b-dec8830b41b6\", \"a105db99-781d-43d3-8fc3-6857b88c4af1\", \"d9b532cb-7f68-4df6-91dd-3ea6ab6917a3\"], \"total_duration\": 46.0, \"total_sessions\": 5, \"mean_week_duration\": 0.322}}, {\"34883\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-06-21 12:15:27.000000+00:00\", \"2021-08-26 22:41:16.000000+00:00\"], \"session_ids\": [\"a5ee4b86-9952-42a6-8634-55ad38feb795\", \"e6e939bd-582b-4778-baaa-d8e801fe99a6\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.561}}, {\"66640\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-07 11:10:16.000000+00:00\", \"2020-07-26 17:48:16.000000+00:00\", \"2022-06-06 17:54:30.000000+00:00\", \"2022-10-25 06:31:18.000000+00:00\", \"2023-03-12 15:52:30.000000+00:00\"], \"session_ids\": [\"6b03e68d-c6e9-41c5-b5ec-01c019593a20\", \"f4c61c91-2c50-46c5-9483-a4c6641d438c\", \"585e430f-e8df-4ca7-909d-a94f8b919727\", \"51fc44ab-58ef-4999-b8dd-3c78b951784c\", \"29851975-e1df-42d9-991f-e6f39310e92a\"], \"total_duration\": 155.0, \"total_sessions\": 5, \"mean_week_duration\": 1.013}}, {\"17591\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-01-15 19:26:55.000000+00:00\", \"2020-09-13 00:55:17.000000+00:00\"], \"session_ids\": [\"1bf62a24-9903-4983-85a7-a726aea1de5f\", \"c5f42d1e-61b9-4b63-bcab-410591fba6eb\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 1.793}}, {\"53517\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-03-26 17:00:54.000000+00:00\", \"2023-04-21 01:12:47.000000+00:00\"], \"session_ids\": [\"77fc9962-65a4-47cc-bd04-d17b936ee265\", \"4ca098c0-93fc-4062-8393-073d20044121\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 5.25}}, {\"13783\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-09 00:57:20.000000+00:00\", \"2019-08-19 00:14:06.000000+00:00\", \"2023-03-02 05:37:59.000000+00:00\"], \"session_ids\": [\"b729f6b3-c47b-44b3-8dbe-5ff1780ccdf7\", \"070a8f3d-62bd-4736-8b43-af16adb9fab1\", \"58219392-b4c7-4335-bf1a-5bbbb68658bc\"], \"total_duration\": 447.0, \"total_sessions\": 3, \"mean_week_duration\": 2.416}}, {\"72074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-03 06:29:42.000000+00:00\", \"2022-05-26 20:39:07.000000+00:00\", \"2021-10-01 00:26:09.000000+00:00\", \"2021-10-02 06:13:31.000000+00:00\"], \"session_ids\": [\"833d511e-d5e7-4d59-8ec8-5f7758901a07\", \"91076874-e24d-4075-9097-0e089384973b\", \"07608e00-abf7-4627-8ef5-f8d8283e6636\", \"7d152e71-0af2-4ab1-8485-53018ad93421\"], \"total_duration\": 885.0, \"total_sessions\": 4, \"mean_week_duration\": 20.581}}, {\"37513\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-06-12 14:46:22.000000+00:00\", \"2019-08-24 18:57:17.000000+00:00\", \"2022-02-28 21:35:44.000000+00:00\", \"2019-07-24 12:16:39.000000+00:00\", \"2020-12-28 02:49:21.000000+00:00\", \"2022-03-31 00:51:18.000000+00:00\", \"2020-12-24 02:38:47.000000+00:00\", \"2021-09-13 11:49:42.000000+00:00\"], \"session_ids\": [\"47b93cd3-47ab-43bc-af24-0c9a9af44a0c\", \"b17cf342-eae7-4e38-b4cb-ad08a6c1f617\", \"c9ffd54f-c664-4bb0-8945-bbefc3f409d7\", \"b4e9a166-e498-4fdb-88f5-ef8e58323cc1\", \"3a81ee22-61eb-4d45-bcc4-0f202ac61de9\", \"55ff8c6f-d244-4806-9185-c4f65dff9572\", \"7d7d74e4-2f05-448d-b37d-39cc6f69a046\", \"d1ebef61-5545-49a2-b2ba-e02e73ff0402\"], \"total_duration\": 2181.0, \"total_sessions\": 8, \"mean_week_duration\": 14.938}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about users who are residents of cities Quito, Helsinki, Istanbul, New Delhi, Athens, Cairo and in addition put to use sorting by duration of sessions per week ascendingly + provide me only with 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{\"93217\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-27 13:26:57.000000+00:00\", \"2021-08-23 23:10:18.000000+00:00\", \"2022-01-24 10:07:21.000000+00:00\", \"2022-11-18 17:44:08.000000+00:00\"], \"session_ids\": [\"af97a8c2-67b4-4bdc-9910-6fbade22cc53\", \"632d6768-9095-4e44-9ba8-eea4712172b1\", \"2139e669-bf2c-49a6-a836-d56016f0a87c\", \"162519f3-2a01-4705-9f97-f3f37fd41669\"], \"total_duration\": 138.0, \"total_sessions\": 4, \"mean_week_duration\": 2.123}, \"47236\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-06-26 08:31:13.000000+00:00\", \"2019-12-25 06:30:16.000000+00:00\", \"2022-03-11 08:03:09.000000+00:00\", \"2019-08-09 00:40:31.000000+00:00\"], \"session_ids\": [\"5ac0ab45-b4cb-4a36-a6b7-208fa57a91d5\", \"941b0969-eba9-4186-88fe-2e8b8de2ae5e\", \"ed856f6e-d8da-499e-bbd0-5f0419e96323\", \"ca72c68a-d971-4606-bf91-b8574f9d35ff\"], \"total_duration\": 243.0, \"total_sessions\": 4, \"mean_week_duration\": 1.197}, \"99181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-21 18:30:19.000000+00:00\", \"2020-10-22 15:57:42.000000+00:00\", \"2021-02-19 23:30:57.000000+00:00\", \"2020-08-23 22:10:28.000000+00:00\", \"2022-04-13 23:35:25.000000+00:00\"], \"session_ids\": [\"eb249c90-342a-49a3-98ce-249dcc410641\", \"0e54ec06-f191-491a-8e33-2ab4de1c8b3d\", \"a4d2fa26-a497-4581-b9ce-4596e0097a93\", \"0741e72e-4bb6-45af-abc5-8e246e62dd4f\", \"4945444f-95ac-4849-bf28-aabf8dbd6c5a\"], \"total_duration\": 55.0, \"total_sessions\": 5, \"mean_week_duration\": 0.604}, \"68617\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-28 20:38:57.000000+00:00\", \"2021-09-27 20:11:33.000000+00:00\", \"2020-11-12 05:36:46.000000+00:00\", \"2019-06-05 01:47:43.000000+00:00\"], \"session_ids\": [\"b75fcc6d-03de-4121-8c80-5b54e05f1808\", \"e46327e5-8bd8-4452-8429-bb1f4966d971\", \"c986cb35-23a3-42d7-90e6-ccac7fdaba9a\", \"9a0ed176-edae-4ca6-a18d-8b78a909b0b1\"], \"total_duration\": 236.0, \"total_sessions\": 4, \"mean_week_duration\": 1.95}, \"27423\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-10-01 14:08:58.000000+00:00\", \"2022-07-20 19:32:36.000000+00:00\", \"2019-06-09 10:24:50.000000+00:00\", \"2020-01-22 13:33:31.000000+00:00\", \"2020-05-14 14:55:48.000000+00:00\", \"2021-04-02 23:15:51.000000+00:00\"], \"session_ids\": [\"c580125e-2ed0-4a0e-9f55-5a75b77fd2af\", \"8856051c-4aec-460c-ae23-e29dc75d7a21\", \"f54ad694-4d7a-4f99-9609-eae1af504ac8\", \"58e210cf-1538-432f-b08c-0bd45bb32b57\", \"529228d9-f6ff-4727-b807-ad164c1e2c93\", \"c6091b6a-0ca4-4446-ac46-719658c7c12f\"], \"total_duration\": 5038.0, \"total_sessions\": 6, \"mean_week_duration\": 30.908}, \"68792\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-14 14:41:52.000000+00:00\", \"2022-07-19 19:25:36.000000+00:00\", \"2021-11-08 18:11:06.000000+00:00\"], \"session_ids\": [\"e74da8dc-1438-41da-b455-095957cbb57c\", \"8c13c765-eb2c-42c7-bde9-bccac3e6b550\", \"c46b3bd7-7cc6-44d6-b8ab-176efb411cae\"], \"total_duration\": 1038.0, \"total_sessions\": 3, \"mean_week_duration\": 5.931}, \"64363\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-26 02:40:31.000000+00:00\", \"2021-06-26 19:47:07.000000+00:00\", \"2021-05-05 18:03:35.000000+00:00\", \"2020-05-19 09:04:39.000000+00:00\", \"2022-09-29 01:02:49.000000+00:00\"], \"session_ids\": [\"bc2c4d69-f968-43be-bade-bfab5a54d60e\", \"05c34e7a-23ad-42be-96f9-5a6382a97335\", \"9e4aa469-d47e-4119-87a5-25aa7f68ab1b\", \"ed4d1edd-9926-4ba7-ab10-d2ac6a771b36\", \"31f308bb-a32b-4a64-9c85-87a723871277\"], \"total_duration\": 614.0, \"total_sessions\": 5, \"mean_week_duration\": 4.952}, \"57711\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-11-25 16:46:15.000000+00:00\", \"2023-06-17 06:56:32.000000+00:00\"], \"session_ids\": [\"4e05a12e-ed23-4c4a-b1b6-31b8c284c155\", \"955f26ca-9f59-4a7e-9ab1-ad0950ab4296\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 0.645}, \"3768\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-29 07:36:48.000000+00:00\", \"2019-01-09 09:57:34.000000+00:00\", \"2019-01-06 17:04:09.000000+00:00\"], \"session_ids\": [\"268ef02e-4616-46cd-a4b0-ae4c520efc20\", \"65ddc9da-c8d8-4985-9fd9-ced9cc425890\", \"af8a0e36-1708-43c0-83c8-c5694e462f00\"], \"total_duration\": 126.0, \"total_sessions\": 3, \"mean_week_duration\": 0.618}, \"73302\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-23 09:28:00.000000+00:00\", \"2021-05-11 21:21:38.000000+00:00\"], \"session_ids\": [\"ef3bbc88-4286-473b-a0ed-d7acd9092c73\", \"ab892a1f-2924-414a-a98e-8e1c100c5b6d\"], \"total_duration\": 293.0, \"total_sessions\": 2, \"mean_week_duration\": 14.65}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Quito, Helsinki, Istanbul, New Delhi, Athens, Cairo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Quito\", \"Helsinki\", \"Istanbul\", \"New Delhi\", \"Athens\", \"Cairo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 8 users who aren't currently living in cities Cape Town, San Pedro, Belize City, Mumbai, London, Helsinki, Istanbul additionaly sort by overall total duration in asc order and in addition display only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"57705\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-11 21:46:01.000000+00:00\", \"2019-12-04 01:26:36.000000+00:00\"], \"session_ids\": [\"118e1ac9-72ec-45c4-a3e3-24b63120237c\", \"119ee159-7a7c-4391-836f-97429f833094\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}, \"54882\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-09 07:16:57.000000+00:00\", \"2021-07-24 22:38:22.000000+00:00\"], \"session_ids\": [\"420f8548-36b5-419d-8b8f-f69e444bb70b\", \"f5df70d6-fb4e-42a1-a54e-575a5e9dfe55\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 49.286}, \"91898\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-10 14:38:56.000000+00:00\", \"2019-08-01 09:35:44.000000+00:00\"], \"session_ids\": [\"ebee0485-dc65-4417-a401-f2f7d410079e\", \"1a246cef-2599-47cd-b515-c9a73af12a70\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 26.333}, \"67508\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-12-28 07:33:57.000000+00:00\", \"2020-08-07 21:45:10.000000+00:00\", \"2023-04-08 07:08:53.000000+00:00\"], \"session_ids\": [\"4b0eb282-46ac-468d-aea0-eccd514db1a6\", \"bf2bf889-5740-4903-be23-c86a5998b90e\", \"c291cca0-2d87-496c-9ad0-1731340cfe0e\"], \"total_duration\": 374.0, \"total_sessions\": 3, \"mean_week_duration\": 2.691}, \"57103\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-30 06:57:07.000000+00:00\", \"2021-01-06 19:18:35.000000+00:00\", \"2022-07-10 01:55:54.000000+00:00\", \"2022-09-22 07:17:21.000000+00:00\", \"2020-02-09 07:50:26.000000+00:00\", \"2022-01-22 16:39:12.000000+00:00\", \"2020-07-09 18:43:47.000000+00:00\", \"2019-08-20 12:38:25.000000+00:00\", \"2023-03-07 09:15:18.000000+00:00\"], \"session_ids\": [\"e803862f-87a5-425a-8a69-7e902cb0476b\", \"85f41068-482b-4366-90be-fbdc906b35c3\", \"5f17f0ff-fbd1-47f4-958a-aa21f0e54383\", \"e5548196-2ad6-484a-89d6-e0e68ab2f391\", \"01777cee-6d19-470b-9cc6-d1c3eeb33701\", \"2e6d8f34-8745-4022-ba13-6a0f41bc905f\", \"ff3ed7e3-bba3-4867-ab95-0e058dc6a5e1\", \"0e1ba090-67c3-4f26-960f-bfaf0dcefc11\", \"cd494392-87b2-4ada-8bfc-5d4a3929e430\"], \"total_duration\": 6196.0, \"total_sessions\": 9, \"mean_week_duration\": 33.492}, \"27699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-05-05 02:56:12.000000+00:00\", \"2022-03-22 11:02:53.000000+00:00\"], \"session_ids\": [\"bc9f32eb-aeb1-4e82-a4b8-c2ac9170970f\", \"6e99a40c-1426-4a27-bf23-15ae4426593e\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 4.435}, \"61570\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-08 04:04:32.000000+00:00\", \"2020-08-21 15:23:49.000000+00:00\", \"2023-04-22 23:18:49.000000+00:00\", \"2023-06-09 16:33:34.000000+00:00\"], \"session_ids\": [\"ede3317b-b94f-47bb-945e-df26d3d21ca7\", \"6e651933-6bf8-4955-bb50-ce7c4e6323ac\", \"fe36f8a6-bd8d-4303-a7bb-ff53e7be52fc\", \"3ec8ab53-3f39-4f60-866c-dc598ec2edf6\"], \"total_duration\": 1195.0, \"total_sessions\": 4, \"mean_week_duration\": 8.185}, \"19639\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-17 13:37:58.000000+00:00\", \"2021-08-10 03:42:31.000000+00:00\"], \"session_ids\": [\"e5eaf3c6-b8cf-4abb-95d5-cc368af0c959\", \"18033a01-3049-488a-806d-039d2c8dbc3d\"], \"total_duration\": 344.0, \"total_sessions\": 2, \"mean_week_duration\": 4.712}, \"17863\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-27 06:26:00.000000+00:00\", \"2021-12-01 15:55:33.000000+00:00\"], \"session_ids\": [\"d2d2aa5c-e48b-4fef-9a30-6c7c4b901855\", \"6ae7d83e-f478-42d2-8ef7-8175961e760d\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 2.452}, \"15052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-13 20:19:51.000000+00:00\", \"2023-03-22 10:09:07.000000+00:00\"], \"session_ids\": [\"8e9f58fc-f1b9-4ee8-8d39-620f05f2038e\", \"27fd4e1f-42cc-472b-a6e1-8ec252752bf4\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.17}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Cape Town, San Pedro, Belize City, Mumbai, London, Helsinki, Istanbul"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Cape Town\", \"San Pedro\", \"Belize City\", \"Mumbai\", \"London\", \"Helsinki\", \"Istanbul\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"57705\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-11 21:46:01.000000+00:00\", \"2019-12-04 01:26:36.000000+00:00\"], \"session_ids\": [\"118e1ac9-72ec-45c4-a3e3-24b63120237c\", \"119ee159-7a7c-4391-836f-97429f833094\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}, \"54882\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-09 07:16:57.000000+00:00\", \"2021-07-24 22:38:22.000000+00:00\"], \"session_ids\": [\"420f8548-36b5-419d-8b8f-f69e444bb70b\", \"f5df70d6-fb4e-42a1-a54e-575a5e9dfe55\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 49.286}, \"91898\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-10 14:38:56.000000+00:00\", \"2019-08-01 09:35:44.000000+00:00\"], \"session_ids\": [\"ebee0485-dc65-4417-a401-f2f7d410079e\", \"1a246cef-2599-47cd-b515-c9a73af12a70\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 26.333}, \"67508\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-12-28 07:33:57.000000+00:00\", \"2020-08-07 21:45:10.000000+00:00\", \"2023-04-08 07:08:53.000000+00:00\"], \"session_ids\": [\"4b0eb282-46ac-468d-aea0-eccd514db1a6\", \"bf2bf889-5740-4903-be23-c86a5998b90e\", \"c291cca0-2d87-496c-9ad0-1731340cfe0e\"], \"total_duration\": 374.0, \"total_sessions\": 3, \"mean_week_duration\": 2.691}, \"57103\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-30 06:57:07.000000+00:00\", \"2021-01-06 19:18:35.000000+00:00\", \"2022-07-10 01:55:54.000000+00:00\", \"2022-09-22 07:17:21.000000+00:00\", \"2020-02-09 07:50:26.000000+00:00\", \"2022-01-22 16:39:12.000000+00:00\", \"2020-07-09 18:43:47.000000+00:00\", \"2019-08-20 12:38:25.000000+00:00\", \"2023-03-07 09:15:18.000000+00:00\"], \"session_ids\": [\"e803862f-87a5-425a-8a69-7e902cb0476b\", \"85f41068-482b-4366-90be-fbdc906b35c3\", \"5f17f0ff-fbd1-47f4-958a-aa21f0e54383\", \"e5548196-2ad6-484a-89d6-e0e68ab2f391\", \"01777cee-6d19-470b-9cc6-d1c3eeb33701\", \"2e6d8f34-8745-4022-ba13-6a0f41bc905f\", \"ff3ed7e3-bba3-4867-ab95-0e058dc6a5e1\", \"0e1ba090-67c3-4f26-960f-bfaf0dcefc11\", \"cd494392-87b2-4ada-8bfc-5d4a3929e430\"], \"total_duration\": 6196.0, \"total_sessions\": 9, \"mean_week_duration\": 33.492}, \"27699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-05-05 02:56:12.000000+00:00\", \"2022-03-22 11:02:53.000000+00:00\"], \"session_ids\": [\"bc9f32eb-aeb1-4e82-a4b8-c2ac9170970f\", \"6e99a40c-1426-4a27-bf23-15ae4426593e\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 4.435}, \"19639\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-17 13:37:58.000000+00:00\", \"2021-08-10 03:42:31.000000+00:00\"], \"session_ids\": [\"e5eaf3c6-b8cf-4abb-95d5-cc368af0c959\", \"18033a01-3049-488a-806d-039d2c8dbc3d\"], \"total_duration\": 344.0, \"total_sessions\": 2, \"mean_week_duration\": 4.712}, \"15052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-13 20:19:51.000000+00:00\", \"2023-03-22 10:09:07.000000+00:00\"], \"session_ids\": [\"8e9f58fc-f1b9-4ee8-8d39-620f05f2038e\", \"27fd4e1f-42cc-472b-a6e1-8ec252752bf4\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.17}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"15052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-13 20:19:51.000000+00:00\", \"2023-03-22 10:09:07.000000+00:00\"], \"session_ids\": [\"8e9f58fc-f1b9-4ee8-8d39-620f05f2038e\", \"27fd4e1f-42cc-472b-a6e1-8ec252752bf4\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.17}}, {\"57705\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-11 21:46:01.000000+00:00\", \"2019-12-04 01:26:36.000000+00:00\"], \"session_ids\": [\"118e1ac9-72ec-45c4-a3e3-24b63120237c\", \"119ee159-7a7c-4391-836f-97429f833094\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}}, {\"91898\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-10 14:38:56.000000+00:00\", \"2019-08-01 09:35:44.000000+00:00\"], \"session_ids\": [\"ebee0485-dc65-4417-a401-f2f7d410079e\", \"1a246cef-2599-47cd-b515-c9a73af12a70\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 26.333}}, {\"27699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-05-05 02:56:12.000000+00:00\", \"2022-03-22 11:02:53.000000+00:00\"], \"session_ids\": [\"bc9f32eb-aeb1-4e82-a4b8-c2ac9170970f\", \"6e99a40c-1426-4a27-bf23-15ae4426593e\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 4.435}}, {\"19639\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-17 13:37:58.000000+00:00\", \"2021-08-10 03:42:31.000000+00:00\"], \"session_ids\": [\"e5eaf3c6-b8cf-4abb-95d5-cc368af0c959\", \"18033a01-3049-488a-806d-039d2c8dbc3d\"], \"total_duration\": 344.0, \"total_sessions\": 2, \"mean_week_duration\": 4.712}}, {\"54882\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-09 07:16:57.000000+00:00\", \"2021-07-24 22:38:22.000000+00:00\"], \"session_ids\": [\"420f8548-36b5-419d-8b8f-f69e444bb70b\", \"f5df70d6-fb4e-42a1-a54e-575a5e9dfe55\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 49.286}}, {\"67508\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-12-28 07:33:57.000000+00:00\", \"2020-08-07 21:45:10.000000+00:00\", \"2023-04-08 07:08:53.000000+00:00\"], \"session_ids\": [\"4b0eb282-46ac-468d-aea0-eccd514db1a6\", \"bf2bf889-5740-4903-be23-c86a5998b90e\", \"c291cca0-2d87-496c-9ad0-1731340cfe0e\"], \"total_duration\": 374.0, \"total_sessions\": 3, \"mean_week_duration\": 2.691}}, {\"57103\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-30 06:57:07.000000+00:00\", \"2021-01-06 19:18:35.000000+00:00\", \"2022-07-10 01:55:54.000000+00:00\", \"2022-09-22 07:17:21.000000+00:00\", \"2020-02-09 07:50:26.000000+00:00\", \"2022-01-22 16:39:12.000000+00:00\", \"2020-07-09 18:43:47.000000+00:00\", \"2019-08-20 12:38:25.000000+00:00\", \"2023-03-07 09:15:18.000000+00:00\"], \"session_ids\": [\"e803862f-87a5-425a-8a69-7e902cb0476b\", \"85f41068-482b-4366-90be-fbdc906b35c3\", \"5f17f0ff-fbd1-47f4-958a-aa21f0e54383\", \"e5548196-2ad6-484a-89d6-e0e68ab2f391\", \"01777cee-6d19-470b-9cc6-d1c3eeb33701\", \"2e6d8f34-8745-4022-ba13-6a0f41bc905f\", \"ff3ed7e3-bba3-4867-ab95-0e058dc6a5e1\", \"0e1ba090-67c3-4f26-960f-bfaf0dcefc11\", \"cd494392-87b2-4ada-8bfc-5d4a3929e430\"], \"total_duration\": 6196.0, \"total_sessions\": 9, \"mean_week_duration\": 33.492}}]\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[{\"15052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-13 20:19:51.000000+00:00\", \"2023-03-22 10:09:07.000000+00:00\"], \"session_ids\": [\"8e9f58fc-f1b9-4ee8-8d39-620f05f2038e\", \"27fd4e1f-42cc-472b-a6e1-8ec252752bf4\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.17}}, {\"57705\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-11 21:46:01.000000+00:00\", \"2019-12-04 01:26:36.000000+00:00\"], \"session_ids\": [\"118e1ac9-72ec-45c4-a3e3-24b63120237c\", \"119ee159-7a7c-4391-836f-97429f833094\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}}, {\"91898\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-10 14:38:56.000000+00:00\", \"2019-08-01 09:35:44.000000+00:00\"], \"session_ids\": [\"ebee0485-dc65-4417-a401-f2f7d410079e\", \"1a246cef-2599-47cd-b515-c9a73af12a70\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 26.333}}, {\"27699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-05-05 02:56:12.000000+00:00\", \"2022-03-22 11:02:53.000000+00:00\"], \"session_ids\": [\"bc9f32eb-aeb1-4e82-a4b8-c2ac9170970f\", \"6e99a40c-1426-4a27-bf23-15ae4426593e\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 4.435}}]\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[{\"15052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-13 20:19:51.000000+00:00\", \"2023-03-22 10:09:07.000000+00:00\"], \"session_ids\": [\"8e9f58fc-f1b9-4ee8-8d39-620f05f2038e\", \"27fd4e1f-42cc-472b-a6e1-8ec252752bf4\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.17}}, {\"57705\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-11 21:46:01.000000+00:00\", \"2019-12-04 01:26:36.000000+00:00\"], \"session_ids\": [\"118e1ac9-72ec-45c4-a3e3-24b63120237c\", \"119ee159-7a7c-4391-836f-97429f833094\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 0.436}}, {\"91898\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-07-10 14:38:56.000000+00:00\", \"2019-08-01 09:35:44.000000+00:00\"], \"session_ids\": [\"ebee0485-dc65-4417-a401-f2f7d410079e\", \"1a246cef-2599-47cd-b515-c9a73af12a70\"], \"total_duration\": 79.0, \"total_sessions\": 2, \"mean_week_duration\": 26.333}}, {\"27699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-05-05 02:56:12.000000+00:00\", \"2022-03-22 11:02:53.000000+00:00\"], \"session_ids\": [\"bc9f32eb-aeb1-4e82-a4b8-c2ac9170970f\", \"6e99a40c-1426-4a27-bf23-15ae4426593e\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 4.435}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about 6 users whose total amount of duration exceeds 4662 while staying below 175, exclusively 175 plus implement sorting by total_sessions in desc additionaly remain only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37877\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-01-11 15:41:24.000000+00:00\", \"2020-09-16 16:53:01.000000+00:00\", \"2021-10-05 20:14:07.000000+00:00\", \"2019-01-18 12:06:27.000000+00:00\", \"2022-09-30 15:25:57.000000+00:00\", \"2022-01-13 17:35:28.000000+00:00\", \"2021-02-09 02:14:48.000000+00:00\", \"2021-08-14 22:06:09.000000+00:00\"], \"session_ids\": [\"38eab289-6b2d-4e6b-8ef7-0b92e598f97c\", \"b42942f6-8828-481d-8dd6-c813d3aa51a4\", \"ddfc8339-ce8d-4b18-a09e-12da21401196\", \"42c5e731-7962-4d05-b39d-645b274bf6b5\", \"ef695253-38e1-4202-baff-b4df3f29b3ba\", \"fce46ed1-e0d6-477a-9b6f-bb1a459d51b8\", \"91970e91-a5ca-4b3b-ad8a-e73dba3cac0d\", \"94660c4f-192f-4fe1-86e0-8e2bae7b0244\"], \"total_duration\": 969.0, \"total_sessions\": 8, \"mean_week_duration\": 5.021}, \"20049\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-10 05:05:19.000000+00:00\", \"2020-06-29 06:36:59.000000+00:00\", \"2020-03-14 19:22:44.000000+00:00\"], \"session_ids\": [\"7143eaab-9f9d-44db-9843-9b391f226c0f\", \"c1f21270-d391-4396-afb8-004e7c8f8b71\", \"5b111a20-a70d-40f6-adeb-e149b0db6a80\"], \"total_duration\": 321.0, \"total_sessions\": 3, \"mean_week_duration\": 3.915}, \"4638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-31 16:31:10.000000+00:00\", \"2020-08-31 05:32:11.000000+00:00\", \"2022-07-17 10:58:31.000000+00:00\", \"2020-12-06 19:28:32.000000+00:00\", \"2020-09-28 01:14:03.000000+00:00\", \"2022-08-02 01:32:00.000000+00:00\", \"2019-07-29 16:16:15.000000+00:00\", \"2020-04-11 18:08:15.000000+00:00\", \"2019-10-10 03:36:29.000000+00:00\", \"2019-01-08 23:11:59.000000+00:00\"], \"session_ids\": [\"1b395e88-d336-4359-9e7c-b9962c1d3f9d\", \"974d2a79-2c87-4613-b592-f94f166f10f6\", \"7d770d24-f4cd-4465-9a45-a0caaece684b\", \"030a7b00-6d26-4762-980a-5bdbbf29901d\", \"77cb78d7-403d-487c-8489-27fe766fa4ef\", \"c07474cc-6918-49a9-8d03-923546d5c89b\", \"d8c44487-3af0-4356-addd-be667c635a76\", \"f0969ff6-1da8-455b-b4f2-3fae4e8dc681\", \"64e3dc4c-342a-40f9-a173-00ba75365ba0\", \"11b06a2b-c680-4abb-a8ff-2bd642c9b32c\"], \"total_duration\": 12077.0, \"total_sessions\": 10, \"mean_week_duration\": 64.93}, \"4835\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-03 07:01:25.000000+00:00\", \"2022-05-02 03:16:12.000000+00:00\"], \"session_ids\": [\"817cf2ff-e052-43fa-97eb-48daef1f2017\", \"3d4cb7b7-245b-408d-af11-0d6e718e8f78\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 3.557}, \"50555\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-25 04:42:33.000000+00:00\", \"2022-02-25 14:49:59.000000+00:00\"], \"session_ids\": [\"5e12b277-d1c6-4c77-998c-1ae64e13289d\", \"81a4d490-8e2d-4db7-a0b2-64d41e1c9d2e\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 50.0}, \"60126\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-16 03:59:51.000000+00:00\", \"2020-11-13 17:31:00.000000+00:00\"], \"session_ids\": [\"81513f00-6398-4113-b1dc-be6cc71d24fd\", \"f8d51a32-c109-4b50-9246-2bb51732d7f2\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.484}, \"84300\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-06-13 03:22:24.000000+00:00\", \"2020-05-30 17:33:00.000000+00:00\"], \"session_ids\": [\"ab963d73-afdf-4944-b21d-49c27f2f8827\", \"fe8d2c5a-aaff-40bc-9c38-5cb6fb34b938\"], \"total_duration\": 444.0, \"total_sessions\": 2, \"mean_week_duration\": 2.792}, \"10238\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-07-31 01:24:22.000000+00:00\", \"2021-07-16 18:40:52.000000+00:00\", \"2022-08-24 20:28:09.000000+00:00\"], \"session_ids\": [\"33d289b3-e6a8-4144-b09c-7edba009600c\", \"88fb6f00-1900-4769-9c35-4985a09ce8d7\", \"b963af37-c967-4fb2-8b99-1495bfcc69e4\"], \"total_duration\": 682.0, \"total_sessions\": 3, \"mean_week_duration\": 11.759}, \"91813\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-11 18:45:34.000000+00:00\", \"2022-03-03 21:25:49.000000+00:00\"], \"session_ids\": [\"9b8af83e-ebb8-4ab9-994c-90bbd7e81ecc\", \"8f6b4c1f-4a11-4797-be73-0c87f52b0988\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 5.938}, \"5063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-01-18 01:33:55.000000+00:00\", \"2020-08-03 16:18:59.000000+00:00\"], \"session_ids\": [\"31faeda2-d25f-4362-b871-7250659e6eda\", \"74eb2433-921e-48df-a6e7-311d61f224ad\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 4.862}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 175 and are equal or greater than 4662"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[175, 4662]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"60126\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-16 03:59:51.000000+00:00\", \"2020-11-13 17:31:00.000000+00:00\"], \"session_ids\": [\"81513f00-6398-4113-b1dc-be6cc71d24fd\", \"f8d51a32-c109-4b50-9246-2bb51732d7f2\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.484}, \"91813\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-11 18:45:34.000000+00:00\", \"2022-03-03 21:25:49.000000+00:00\"], \"session_ids\": [\"9b8af83e-ebb8-4ab9-994c-90bbd7e81ecc\", \"8f6b4c1f-4a11-4797-be73-0c87f52b0988\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 5.938}, \"5063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-01-18 01:33:55.000000+00:00\", \"2020-08-03 16:18:59.000000+00:00\"], \"session_ids\": [\"31faeda2-d25f-4362-b871-7250659e6eda\", \"74eb2433-921e-48df-a6e7-311d61f224ad\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 4.862}, \"4638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-31 16:31:10.000000+00:00\", \"2020-08-31 05:32:11.000000+00:00\", \"2022-07-17 10:58:31.000000+00:00\", \"2020-12-06 19:28:32.000000+00:00\", \"2020-09-28 01:14:03.000000+00:00\", \"2022-08-02 01:32:00.000000+00:00\", \"2019-07-29 16:16:15.000000+00:00\", \"2020-04-11 18:08:15.000000+00:00\", \"2019-10-10 03:36:29.000000+00:00\", \"2019-01-08 23:11:59.000000+00:00\"], \"session_ids\": [\"1b395e88-d336-4359-9e7c-b9962c1d3f9d\", \"974d2a79-2c87-4613-b592-f94f166f10f6\", \"7d770d24-f4cd-4465-9a45-a0caaece684b\", \"030a7b00-6d26-4762-980a-5bdbbf29901d\", \"77cb78d7-403d-487c-8489-27fe766fa4ef\", \"c07474cc-6918-49a9-8d03-923546d5c89b\", \"d8c44487-3af0-4356-addd-be667c635a76\", \"f0969ff6-1da8-455b-b4f2-3fae4e8dc681\", \"64e3dc4c-342a-40f9-a173-00ba75365ba0\", \"11b06a2b-c680-4abb-a8ff-2bd642c9b32c\"], \"total_duration\": 12077.0, \"total_sessions\": 10, \"mean_week_duration\": 64.93}}\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[{\"4638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-31 16:31:10.000000+00:00\", \"2020-08-31 05:32:11.000000+00:00\", \"2022-07-17 10:58:31.000000+00:00\", \"2020-12-06 19:28:32.000000+00:00\", \"2020-09-28 01:14:03.000000+00:00\", \"2022-08-02 01:32:00.000000+00:00\", \"2019-07-29 16:16:15.000000+00:00\", \"2020-04-11 18:08:15.000000+00:00\", \"2019-10-10 03:36:29.000000+00:00\", \"2019-01-08 23:11:59.000000+00:00\"], \"session_ids\": [\"1b395e88-d336-4359-9e7c-b9962c1d3f9d\", \"974d2a79-2c87-4613-b592-f94f166f10f6\", \"7d770d24-f4cd-4465-9a45-a0caaece684b\", \"030a7b00-6d26-4762-980a-5bdbbf29901d\", \"77cb78d7-403d-487c-8489-27fe766fa4ef\", \"c07474cc-6918-49a9-8d03-923546d5c89b\", \"d8c44487-3af0-4356-addd-be667c635a76\", \"f0969ff6-1da8-455b-b4f2-3fae4e8dc681\", \"64e3dc4c-342a-40f9-a173-00ba75365ba0\", \"11b06a2b-c680-4abb-a8ff-2bd642c9b32c\"], \"total_duration\": 12077.0, \"total_sessions\": 10, \"mean_week_duration\": 64.93}}, {\"60126\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-16 03:59:51.000000+00:00\", \"2020-11-13 17:31:00.000000+00:00\"], \"session_ids\": [\"81513f00-6398-4113-b1dc-be6cc71d24fd\", \"f8d51a32-c109-4b50-9246-2bb51732d7f2\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.484}}, {\"91813\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-11 18:45:34.000000+00:00\", \"2022-03-03 21:25:49.000000+00:00\"], \"session_ids\": [\"9b8af83e-ebb8-4ab9-994c-90bbd7e81ecc\", \"8f6b4c1f-4a11-4797-be73-0c87f52b0988\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 5.938}}, {\"5063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-01-18 01:33:55.000000+00:00\", \"2020-08-03 16:18:59.000000+00:00\"], \"session_ids\": [\"31faeda2-d25f-4362-b871-7250659e6eda\", \"74eb2433-921e-48df-a6e7-311d61f224ad\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 4.862}}]\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[{\"4638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-31 16:31:10.000000+00:00\", \"2020-08-31 05:32:11.000000+00:00\", \"2022-07-17 10:58:31.000000+00:00\", \"2020-12-06 19:28:32.000000+00:00\", \"2020-09-28 01:14:03.000000+00:00\", \"2022-08-02 01:32:00.000000+00:00\", \"2019-07-29 16:16:15.000000+00:00\", \"2020-04-11 18:08:15.000000+00:00\", \"2019-10-10 03:36:29.000000+00:00\", \"2019-01-08 23:11:59.000000+00:00\"], \"session_ids\": [\"1b395e88-d336-4359-9e7c-b9962c1d3f9d\", \"974d2a79-2c87-4613-b592-f94f166f10f6\", \"7d770d24-f4cd-4465-9a45-a0caaece684b\", \"030a7b00-6d26-4762-980a-5bdbbf29901d\", \"77cb78d7-403d-487c-8489-27fe766fa4ef\", \"c07474cc-6918-49a9-8d03-923546d5c89b\", \"d8c44487-3af0-4356-addd-be667c635a76\", \"f0969ff6-1da8-455b-b4f2-3fae4e8dc681\", \"64e3dc4c-342a-40f9-a173-00ba75365ba0\", \"11b06a2b-c680-4abb-a8ff-2bd642c9b32c\"], \"total_duration\": 12077.0, \"total_sessions\": 10, \"mean_week_duration\": 64.93}}, {\"60126\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-16 03:59:51.000000+00:00\", \"2020-11-13 17:31:00.000000+00:00\"], \"session_ids\": [\"81513f00-6398-4113-b1dc-be6cc71d24fd\", \"f8d51a32-c109-4b50-9246-2bb51732d7f2\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.484}}]\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[{\"4638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-31 16:31:10.000000+00:00\", \"2020-08-31 05:32:11.000000+00:00\", \"2022-07-17 10:58:31.000000+00:00\", \"2020-12-06 19:28:32.000000+00:00\", \"2020-09-28 01:14:03.000000+00:00\", \"2022-08-02 01:32:00.000000+00:00\", \"2019-07-29 16:16:15.000000+00:00\", \"2020-04-11 18:08:15.000000+00:00\", \"2019-10-10 03:36:29.000000+00:00\", \"2019-01-08 23:11:59.000000+00:00\"], \"session_ids\": [\"1b395e88-d336-4359-9e7c-b9962c1d3f9d\", \"974d2a79-2c87-4613-b592-f94f166f10f6\", \"7d770d24-f4cd-4465-9a45-a0caaece684b\", \"030a7b00-6d26-4762-980a-5bdbbf29901d\", \"77cb78d7-403d-487c-8489-27fe766fa4ef\", \"c07474cc-6918-49a9-8d03-923546d5c89b\", \"d8c44487-3af0-4356-addd-be667c635a76\", \"f0969ff6-1da8-455b-b4f2-3fae4e8dc681\", \"64e3dc4c-342a-40f9-a173-00ba75365ba0\", \"11b06a2b-c680-4abb-a8ff-2bd642c9b32c\"], \"total_duration\": 12077.0, \"total_sessions\": 10, \"mean_week_duration\": 64.93}}, {\"60126\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-04-16 03:59:51.000000+00:00\", \"2020-11-13 17:31:00.000000+00:00\"], \"session_ids\": [\"81513f00-6398-4113-b1dc-be6cc71d24fd\", \"f8d51a32-c109-4b50-9246-2bb51732d7f2\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 1.484}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 8 users with a duration of sessions per week that is higher than 9 and lower than 38, exclusive 9 inclusive 38 + perform sorting by overall sessions count in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"47092\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2020-01-23 14:30:49.000000+00:00\", \"2021-08-07 00:41:38.000000+00:00\"], \"session_ids\": [\"6983de1c-4ea9-401f-b420-078c87d4c5fd\", \"f7a60186-2422-4ce9-9a8b-35efecd3910e\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 1.765}, \"27155\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-04-13 13:08:06.000000+00:00\", \"2021-07-03 11:01:43.000000+00:00\"], \"session_ids\": [\"becb0009-9974-4e4e-8bc9-f6627d736b4f\", \"fd255978-b51d-4a61-9afc-4b7417ba3d1e\"], \"total_duration\": 58.0, \"total_sessions\": 2, \"mean_week_duration\": 1.415}, \"89367\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-03-04 06:11:57.000000+00:00\", \"2020-09-26 05:53:33.000000+00:00\"], \"session_ids\": [\"e0b75f21-554e-436a-96ef-101022b9d4ec\", \"26d01caa-4c36-43d6-819c-40c6c69f3949\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.157}, \"25562\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-22 23:49:19.000000+00:00\", \"2022-03-13 00:28:08.000000+00:00\", \"2021-12-24 17:16:17.000000+00:00\", \"2019-07-24 20:01:36.000000+00:00\", \"2019-11-13 16:18:52.000000+00:00\", \"2021-04-25 07:50:00.000000+00:00\", \"2023-06-19 06:32:52.000000+00:00\", \"2021-09-15 15:43:08.000000+00:00\", \"2023-04-05 18:58:38.000000+00:00\", \"2020-10-13 16:52:42.000000+00:00\", \"2020-09-20 21:07:11.000000+00:00\"], \"session_ids\": [\"84bd4285-ea7e-40d4-84c0-fa36ec09769f\", \"e5ad9433-19f6-4ab3-9dc3-ef0b48e3401e\", \"6e03bf9d-0a7d-41aa-9621-4020627c80ae\", \"cc4cef95-d356-4355-b0e3-ffe885bd1bc6\", \"88022379-6154-46cb-9416-71da493ec51a\", \"65243f60-bc5b-4359-9dc2-71c8f1f055b9\", \"c4e4e5ab-7eda-4d39-959b-f43d866ff4b1\", \"a5fb66fb-c9b5-4051-bed9-0f39a77ee0ff\", \"2fa0a87b-ebfb-45d7-825c-3f56ecbd283d\", \"fcf7f907-68f0-4a23-b04e-b39f346787c0\", \"cab304f8-67f4-4104-b43c-abbab1ed8558\"], \"total_duration\": 1003.0, \"total_sessions\": 11, \"mean_week_duration\": 4.917}, \"21914\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-02-08 18:19:28.000000+00:00\", \"2020-06-09 11:05:47.000000+00:00\", \"2021-05-22 03:23:38.000000+00:00\"], \"session_ids\": [\"61b05af7-2385-4c30-9df9-3af92c8a2d73\", \"2edcd186-cc1f-4a07-8755-76eae151b161\", \"a1a09680-4c44-49fc-8806-8989ee6ebc02\"], \"total_duration\": 280.0, \"total_sessions\": 3, \"mean_week_duration\": 3.218}, \"46441\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-10-25 23:21:54.000000+00:00\", \"2020-05-14 13:05:42.000000+00:00\", \"2022-10-19 15:51:04.000000+00:00\", \"2021-03-11 13:40:39.000000+00:00\", \"2020-02-11 07:59:41.000000+00:00\"], \"session_ids\": [\"e4672205-d6c3-44ec-b8b4-7352a7fe8aae\", \"dad01111-cd7f-497f-8984-3d6375a5d0e6\", \"9bfa3d80-78f9-472e-8fe3-e880d65b2d12\", \"8ca220df-44e5-4a12-aa24-d66cb3166ed9\", \"f349d121-5d00-441f-9dd2-aaf6e85cfbdd\"], \"total_duration\": 874.0, \"total_sessions\": 5, \"mean_week_duration\": 6.199}, \"66403\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-17 11:30:01.000000+00:00\", \"2019-09-08 12:32:04.000000+00:00\", \"2019-07-06 12:49:22.000000+00:00\"], \"session_ids\": [\"5e7abda4-3120-4f7b-b387-1f1246f011e3\", \"365ebd4c-bcfe-41c3-b0bb-01329d0e6d43\", \"e05401b6-512f-499c-83d9-2d65141eb771\"], \"total_duration\": 908.0, \"total_sessions\": 3, \"mean_week_duration\": 11.35}, \"69983\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-19 13:33:02.000000+00:00\", \"2023-06-23 05:09:41.000000+00:00\"], \"session_ids\": [\"aa36791f-a5bb-4f18-b923-c419eeaefbaa\", \"8987983d-ae65-4b9d-a34f-8ee474272717\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 0.915}, \"7760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-30 06:26:13.000000+00:00\", \"2022-04-21 22:05:11.000000+00:00\", \"2022-02-07 15:04:55.000000+00:00\", \"2019-11-20 16:50:48.000000+00:00\"], \"session_ids\": [\"3fb6cff1-9562-466a-8c8d-86ef650daf37\", \"662b1f40-41f4-446d-870c-bebfa8be9a38\", \"09d99016-52ec-487d-824b-979448dc8c6e\", \"3c3b1b6c-4955-474e-96a5-64d8bda78af9\"], \"total_duration\": 1728.0, \"total_sessions\": 4, \"mean_week_duration\": 13.606}, \"77778\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-02-15 08:48:54.000000+00:00\", \"2022-02-08 14:21:36.000000+00:00\", \"2019-06-05 05:09:03.000000+00:00\"], \"session_ids\": [\"b5123974-cb08-4136-a3d9-87dc32a0861e\", \"61a4e8d4-04a3-4084-a4b5-0b9e5ef57f99\", \"762f102d-569a-46a0-be2a-99a8be1ab5f0\"], \"total_duration\": 350.0, \"total_sessions\": 3, \"mean_week_duration\": 2.244}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 9 and are equal or less than 38"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[9, 38]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"66403\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-17 11:30:01.000000+00:00\", \"2019-09-08 12:32:04.000000+00:00\", \"2019-07-06 12:49:22.000000+00:00\"], \"session_ids\": [\"5e7abda4-3120-4f7b-b387-1f1246f011e3\", \"365ebd4c-bcfe-41c3-b0bb-01329d0e6d43\", \"e05401b6-512f-499c-83d9-2d65141eb771\"], \"total_duration\": 908.0, \"total_sessions\": 3, \"mean_week_duration\": 11.35}, \"7760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-30 06:26:13.000000+00:00\", \"2022-04-21 22:05:11.000000+00:00\", \"2022-02-07 15:04:55.000000+00:00\", \"2019-11-20 16:50:48.000000+00:00\"], \"session_ids\": [\"3fb6cff1-9562-466a-8c8d-86ef650daf37\", \"662b1f40-41f4-446d-870c-bebfa8be9a38\", \"09d99016-52ec-487d-824b-979448dc8c6e\", \"3c3b1b6c-4955-474e-96a5-64d8bda78af9\"], \"total_duration\": 1728.0, \"total_sessions\": 4, \"mean_week_duration\": 13.606}}\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[{\"7760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-30 06:26:13.000000+00:00\", \"2022-04-21 22:05:11.000000+00:00\", \"2022-02-07 15:04:55.000000+00:00\", \"2019-11-20 16:50:48.000000+00:00\"], \"session_ids\": [\"3fb6cff1-9562-466a-8c8d-86ef650daf37\", \"662b1f40-41f4-446d-870c-bebfa8be9a38\", \"09d99016-52ec-487d-824b-979448dc8c6e\", \"3c3b1b6c-4955-474e-96a5-64d8bda78af9\"], \"total_duration\": 1728.0, \"total_sessions\": 4, \"mean_week_duration\": 13.606}}, {\"66403\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-17 11:30:01.000000+00:00\", \"2019-09-08 12:32:04.000000+00:00\", \"2019-07-06 12:49:22.000000+00:00\"], \"session_ids\": [\"5e7abda4-3120-4f7b-b387-1f1246f011e3\", \"365ebd4c-bcfe-41c3-b0bb-01329d0e6d43\", \"e05401b6-512f-499c-83d9-2d65141eb771\"], \"total_duration\": 908.0, \"total_sessions\": 3, \"mean_week_duration\": 11.35}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"7760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-30 06:26:13.000000+00:00\", \"2022-04-21 22:05:11.000000+00:00\", \"2022-02-07 15:04:55.000000+00:00\", \"2019-11-20 16:50:48.000000+00:00\"], \"session_ids\": [\"3fb6cff1-9562-466a-8c8d-86ef650daf37\", \"662b1f40-41f4-446d-870c-bebfa8be9a38\", \"09d99016-52ec-487d-824b-979448dc8c6e\", \"3c3b1b6c-4955-474e-96a5-64d8bda78af9\"], \"total_duration\": 1728.0, \"total_sessions\": 4, \"mean_week_duration\": 13.606}}, {\"66403\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-17 11:30:01.000000+00:00\", \"2019-09-08 12:32:04.000000+00:00\", \"2019-07-06 12:49:22.000000+00:00\"], \"session_ids\": [\"5e7abda4-3120-4f7b-b387-1f1246f011e3\", \"365ebd4c-bcfe-41c3-b0bb-01329d0e6d43\", \"e05401b6-512f-499c-83d9-2d65141eb771\"], \"total_duration\": 908.0, \"total_sessions\": 3, \"mean_week_duration\": 11.35}}]\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[{\"7760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-30 06:26:13.000000+00:00\", \"2022-04-21 22:05:11.000000+00:00\", \"2022-02-07 15:04:55.000000+00:00\", \"2019-11-20 16:50:48.000000+00:00\"], \"session_ids\": [\"3fb6cff1-9562-466a-8c8d-86ef650daf37\", \"662b1f40-41f4-446d-870c-bebfa8be9a38\", \"09d99016-52ec-487d-824b-979448dc8c6e\", \"3c3b1b6c-4955-474e-96a5-64d8bda78af9\"], \"total_duration\": 1728.0, \"total_sessions\": 4, \"mean_week_duration\": 13.606}}, {\"66403\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-17 11:30:01.000000+00:00\", \"2019-09-08 12:32:04.000000+00:00\", \"2019-07-06 12:49:22.000000+00:00\"], \"session_ids\": [\"5e7abda4-3120-4f7b-b387-1f1246f011e3\", \"365ebd4c-bcfe-41c3-b0bb-01329d0e6d43\", \"e05401b6-512f-499c-83d9-2d65141eb771\"], \"total_duration\": 908.0, \"total_sessions\": 3, \"mean_week_duration\": 11.35}}]\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 3 users to me with a median of duration of sessions per week that is below 18 , sort by sum of duration desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-02 07:56:40.000000+00:00\", \"2020-10-02 11:29:57.000000+00:00\"], \"session_ids\": [\"c123b3c7-ea44-4cc2-98b0-2e963e5fcc8d\", \"8c69743f-1150-41f3-90b7-9ed08e49b773\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 3.186}, \"35232\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-17 13:36:00.000000+00:00\", \"2020-12-11 15:12:27.000000+00:00\", \"2022-05-28 01:10:57.000000+00:00\", \"2022-10-10 12:42:24.000000+00:00\", \"2019-05-26 03:53:17.000000+00:00\"], \"session_ids\": [\"b283550d-21d6-43ec-b651-d4f708bc6607\", \"dd820548-c332-4627-8fb9-28ce6ce46f6a\", \"9632f8ad-b8a8-43b8-935d-82f24c0c928b\", \"2d760ac4-8683-409e-beee-a0d570e5b44e\", \"d45b38af-83ee-4dcd-9067-33439043abe6\"], \"total_duration\": 74.0, \"total_sessions\": 5, \"mean_week_duration\": 0.418}, \"61288\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-14 17:53:07.000000+00:00\", \"2021-08-10 20:24:38.000000+00:00\", \"2023-02-23 17:22:50.000000+00:00\"], \"session_ids\": [\"39c49ac1-3c69-41a3-828a-6fd2ef10f5ec\", \"eb179436-cdb7-484d-a870-861573f09e47\", \"c1877772-1043-4867-a9d7-0ac903792a61\"], \"total_duration\": 678.0, \"total_sessions\": 3, \"mean_week_duration\": 4.16}, \"67007\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-22 16:14:02.000000+00:00\", \"2023-05-20 16:40:21.000000+00:00\"], \"session_ids\": [\"11a407cb-0d77-4c3c-92c1-7c52cecd3f94\", \"f259afca-1019-49e5-b03f-573f641c449c\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 9.045}, \"79262\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-20 05:51:04.000000+00:00\", \"2022-02-02 06:19:02.000000+00:00\"], \"session_ids\": [\"89b1e2bc-e531-42ed-8d36-b87b73733284\", \"979ddeb1-0b9f-49d9-baa1-2b7ef2a7de8e\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.043}, \"96577\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-06-12 21:04:41.000000+00:00\", \"2021-11-24 22:10:26.000000+00:00\"], \"session_ids\": [\"9b6b939b-2623-4eb1-a7f2-af1fed689c85\", \"5bacc48b-c267-4497-934e-4c7980b06790\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 14.167}, \"51076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-10-19 20:20:33.000000+00:00\", \"2022-02-24 18:30:13.000000+00:00\", \"2021-10-31 17:05:55.000000+00:00\", \"2019-07-23 04:33:52.000000+00:00\"], \"session_ids\": [\"fa563c49-e4c7-4d76-97e6-f1d98ffd00fb\", \"3deea180-c7dc-4a5b-875d-451f2135bf57\", \"109e33f7-1e7b-44fa-99e3-fddfe42e95d9\", \"5213af35-b199-4654-99ec-c96991d80c59\"], \"total_duration\": 112.0, \"total_sessions\": 4, \"mean_week_duration\": 0.824}, \"66509\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-19 08:40:37.000000+00:00\", \"2023-06-11 11:44:14.000000+00:00\", \"2020-03-14 01:22:50.000000+00:00\", \"2022-12-26 12:36:27.000000+00:00\"], \"session_ids\": [\"19174f3c-deed-47fc-a0d2-89f9a13b9f3b\", \"f128a2cb-e804-4e02-83fc-11661a8fd0aa\", \"e7427a6c-5742-4736-91af-83968e3cd7c4\", \"108a8a56-ccd9-4b84-9142-4929e206a015\"], \"total_duration\": 1291.0, \"total_sessions\": 4, \"mean_week_duration\": 7.594}, \"54575\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-05-02 10:25:23.000000+00:00\", \"2022-08-03 19:28:44.000000+00:00\"], \"session_ids\": [\"bbb1c39b-9519-481a-859b-cba06bb3505e\", \"9cc4b118-4f68-4959-8300-92ca2ff79fd5\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 0.824}, \"86713\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-17 07:34:54.000000+00:00\", \"2021-01-09 13:36:57.000000+00:00\"], \"session_ids\": [\"462bd2b5-7c1f-467f-8423-c6c7f2635e38\", \"9bf051c8-83dc-4a3e-b081-2e7b5ea8b742\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 1.714}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 18"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[18, 27]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"69437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-02 07:56:40.000000+00:00\", \"2020-10-02 11:29:57.000000+00:00\"], \"session_ids\": [\"c123b3c7-ea44-4cc2-98b0-2e963e5fcc8d\", \"8c69743f-1150-41f3-90b7-9ed08e49b773\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 3.186}, \"35232\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-17 13:36:00.000000+00:00\", \"2020-12-11 15:12:27.000000+00:00\", \"2022-05-28 01:10:57.000000+00:00\", \"2022-10-10 12:42:24.000000+00:00\", \"2019-05-26 03:53:17.000000+00:00\"], \"session_ids\": [\"b283550d-21d6-43ec-b651-d4f708bc6607\", \"dd820548-c332-4627-8fb9-28ce6ce46f6a\", \"9632f8ad-b8a8-43b8-935d-82f24c0c928b\", \"2d760ac4-8683-409e-beee-a0d570e5b44e\", \"d45b38af-83ee-4dcd-9067-33439043abe6\"], \"total_duration\": 74.0, \"total_sessions\": 5, \"mean_week_duration\": 0.418}, \"61288\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-14 17:53:07.000000+00:00\", \"2021-08-10 20:24:38.000000+00:00\", \"2023-02-23 17:22:50.000000+00:00\"], \"session_ids\": [\"39c49ac1-3c69-41a3-828a-6fd2ef10f5ec\", \"eb179436-cdb7-484d-a870-861573f09e47\", \"c1877772-1043-4867-a9d7-0ac903792a61\"], \"total_duration\": 678.0, \"total_sessions\": 3, \"mean_week_duration\": 4.16}, \"67007\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-22 16:14:02.000000+00:00\", \"2023-05-20 16:40:21.000000+00:00\"], \"session_ids\": [\"11a407cb-0d77-4c3c-92c1-7c52cecd3f94\", \"f259afca-1019-49e5-b03f-573f641c449c\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 9.045}, \"79262\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-20 05:51:04.000000+00:00\", \"2022-02-02 06:19:02.000000+00:00\"], \"session_ids\": [\"89b1e2bc-e531-42ed-8d36-b87b73733284\", \"979ddeb1-0b9f-49d9-baa1-2b7ef2a7de8e\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.043}, \"96577\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-06-12 21:04:41.000000+00:00\", \"2021-11-24 22:10:26.000000+00:00\"], \"session_ids\": [\"9b6b939b-2623-4eb1-a7f2-af1fed689c85\", \"5bacc48b-c267-4497-934e-4c7980b06790\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 14.167}, \"51076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-10-19 20:20:33.000000+00:00\", \"2022-02-24 18:30:13.000000+00:00\", \"2021-10-31 17:05:55.000000+00:00\", \"2019-07-23 04:33:52.000000+00:00\"], \"session_ids\": [\"fa563c49-e4c7-4d76-97e6-f1d98ffd00fb\", \"3deea180-c7dc-4a5b-875d-451f2135bf57\", \"109e33f7-1e7b-44fa-99e3-fddfe42e95d9\", \"5213af35-b199-4654-99ec-c96991d80c59\"], \"total_duration\": 112.0, \"total_sessions\": 4, \"mean_week_duration\": 0.824}, \"66509\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-19 08:40:37.000000+00:00\", \"2023-06-11 11:44:14.000000+00:00\", \"2020-03-14 01:22:50.000000+00:00\", \"2022-12-26 12:36:27.000000+00:00\"], \"session_ids\": [\"19174f3c-deed-47fc-a0d2-89f9a13b9f3b\", \"f128a2cb-e804-4e02-83fc-11661a8fd0aa\", \"e7427a6c-5742-4736-91af-83968e3cd7c4\", \"108a8a56-ccd9-4b84-9142-4929e206a015\"], \"total_duration\": 1291.0, \"total_sessions\": 4, \"mean_week_duration\": 7.594}, \"54575\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-05-02 10:25:23.000000+00:00\", \"2022-08-03 19:28:44.000000+00:00\"], \"session_ids\": [\"bbb1c39b-9519-481a-859b-cba06bb3505e\", \"9cc4b118-4f68-4959-8300-92ca2ff79fd5\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 0.824}, \"86713\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-17 07:34:54.000000+00:00\", \"2021-01-09 13:36:57.000000+00:00\"], \"session_ids\": [\"462bd2b5-7c1f-467f-8423-c6c7f2635e38\", \"9bf051c8-83dc-4a3e-b081-2e7b5ea8b742\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 1.714}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"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[{\"66509\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-19 08:40:37.000000+00:00\", \"2023-06-11 11:44:14.000000+00:00\", \"2020-03-14 01:22:50.000000+00:00\", \"2022-12-26 12:36:27.000000+00:00\"], \"session_ids\": [\"19174f3c-deed-47fc-a0d2-89f9a13b9f3b\", \"f128a2cb-e804-4e02-83fc-11661a8fd0aa\", \"e7427a6c-5742-4736-91af-83968e3cd7c4\", \"108a8a56-ccd9-4b84-9142-4929e206a015\"], \"total_duration\": 1291.0, \"total_sessions\": 4, \"mean_week_duration\": 7.594}}, {\"61288\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-14 17:53:07.000000+00:00\", \"2021-08-10 20:24:38.000000+00:00\", \"2023-02-23 17:22:50.000000+00:00\"], \"session_ids\": [\"39c49ac1-3c69-41a3-828a-6fd2ef10f5ec\", \"eb179436-cdb7-484d-a870-861573f09e47\", \"c1877772-1043-4867-a9d7-0ac903792a61\"], \"total_duration\": 678.0, \"total_sessions\": 3, \"mean_week_duration\": 4.16}}, {\"69437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-02 07:56:40.000000+00:00\", \"2020-10-02 11:29:57.000000+00:00\"], \"session_ids\": [\"c123b3c7-ea44-4cc2-98b0-2e963e5fcc8d\", \"8c69743f-1150-41f3-90b7-9ed08e49b773\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 3.186}}, {\"96577\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-06-12 21:04:41.000000+00:00\", \"2021-11-24 22:10:26.000000+00:00\"], \"session_ids\": [\"9b6b939b-2623-4eb1-a7f2-af1fed689c85\", \"5bacc48b-c267-4497-934e-4c7980b06790\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 14.167}}, {\"67007\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-12-22 16:14:02.000000+00:00\", \"2023-05-20 16:40:21.000000+00:00\"], \"session_ids\": [\"11a407cb-0d77-4c3c-92c1-7c52cecd3f94\", \"f259afca-1019-49e5-b03f-573f641c449c\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 9.045}}, {\"54575\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-05-02 10:25:23.000000+00:00\", \"2022-08-03 19:28:44.000000+00:00\"], \"session_ids\": [\"bbb1c39b-9519-481a-859b-cba06bb3505e\", \"9cc4b118-4f68-4959-8300-92ca2ff79fd5\"], \"total_duration\": 140.0, \"total_sessions\": 2, \"mean_week_duration\": 0.824}}, {\"79262\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-20 05:51:04.000000+00:00\", \"2022-02-02 06:19:02.000000+00:00\"], \"session_ids\": [\"89b1e2bc-e531-42ed-8d36-b87b73733284\", \"979ddeb1-0b9f-49d9-baa1-2b7ef2a7de8e\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 1.043}}, {\"51076\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-10-19 20:20:33.000000+00:00\", \"2022-02-24 18:30:13.000000+00:00\", \"2021-10-31 17:05:55.000000+00:00\", \"2019-07-23 04:33:52.000000+00:00\"], \"session_ids\": [\"fa563c49-e4c7-4d76-97e6-f1d98ffd00fb\", \"3deea180-c7dc-4a5b-875d-451f2135bf57\", \"109e33f7-1e7b-44fa-99e3-fddfe42e95d9\", \"5213af35-b199-4654-99ec-c96991d80c59\"], \"total_duration\": 112.0, \"total_sessions\": 4, \"mean_week_duration\": 0.824}}, {\"35232\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-12-17 13:36:00.000000+00:00\", \"2020-12-11 15:12:27.000000+00:00\", \"2022-05-28 01:10:57.000000+00:00\", \"2022-10-10 12:42:24.000000+00:00\", \"2019-05-26 03:53:17.000000+00:00\"], \"session_ids\": [\"b283550d-21d6-43ec-b651-d4f708bc6607\", \"dd820548-c332-4627-8fb9-28ce6ce46f6a\", \"9632f8ad-b8a8-43b8-935d-82f24c0c928b\", \"2d760ac4-8683-409e-beee-a0d570e5b44e\", \"d45b38af-83ee-4dcd-9067-33439043abe6\"], \"total_duration\": 74.0, \"total_sessions\": 5, \"mean_week_duration\": 0.418}}, {\"86713\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-17 07:34:54.000000+00:00\", \"2021-01-09 13:36:57.000000+00:00\"], \"session_ids\": [\"462bd2b5-7c1f-467f-8423-c6c7f2635e38\", \"9bf051c8-83dc-4a3e-b081-2e7b5ea8b742\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 1.714}}]\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[{\"66509\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-19 08:40:37.000000+00:00\", \"2023-06-11 11:44:14.000000+00:00\", \"2020-03-14 01:22:50.000000+00:00\", \"2022-12-26 12:36:27.000000+00:00\"], \"session_ids\": [\"19174f3c-deed-47fc-a0d2-89f9a13b9f3b\", \"f128a2cb-e804-4e02-83fc-11661a8fd0aa\", \"e7427a6c-5742-4736-91af-83968e3cd7c4\", \"108a8a56-ccd9-4b84-9142-4929e206a015\"], \"total_duration\": 1291.0, \"total_sessions\": 4, \"mean_week_duration\": 7.594}}, {\"61288\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-14 17:53:07.000000+00:00\", \"2021-08-10 20:24:38.000000+00:00\", \"2023-02-23 17:22:50.000000+00:00\"], \"session_ids\": [\"39c49ac1-3c69-41a3-828a-6fd2ef10f5ec\", \"eb179436-cdb7-484d-a870-861573f09e47\", \"c1877772-1043-4867-a9d7-0ac903792a61\"], \"total_duration\": 678.0, \"total_sessions\": 3, \"mean_week_duration\": 4.16}}, {\"69437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-02 07:56:40.000000+00:00\", \"2020-10-02 11:29:57.000000+00:00\"], \"session_ids\": [\"c123b3c7-ea44-4cc2-98b0-2e963e5fcc8d\", \"8c69743f-1150-41f3-90b7-9ed08e49b773\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 3.186}}]\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[{\"66509\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-03-19 08:40:37.000000+00:00\", \"2023-06-11 11:44:14.000000+00:00\", \"2020-03-14 01:22:50.000000+00:00\", \"2022-12-26 12:36:27.000000+00:00\"], \"session_ids\": [\"19174f3c-deed-47fc-a0d2-89f9a13b9f3b\", \"f128a2cb-e804-4e02-83fc-11661a8fd0aa\", \"e7427a6c-5742-4736-91af-83968e3cd7c4\", \"108a8a56-ccd9-4b84-9142-4929e206a015\"], \"total_duration\": 1291.0, \"total_sessions\": 4, \"mean_week_duration\": 7.594}}, {\"61288\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-14 17:53:07.000000+00:00\", \"2021-08-10 20:24:38.000000+00:00\", \"2023-02-23 17:22:50.000000+00:00\"], \"session_ids\": [\"39c49ac1-3c69-41a3-828a-6fd2ef10f5ec\", \"eb179436-cdb7-484d-a870-861573f09e47\", \"c1877772-1043-4867-a9d7-0ac903792a61\"], \"total_duration\": 678.0, \"total_sessions\": 3, \"mean_week_duration\": 4.16}}, {\"69437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-02 07:56:40.000000+00:00\", \"2020-10-02 11:29:57.000000+00:00\"], \"session_ids\": [\"c123b3c7-ea44-4cc2-98b0-2e963e5fcc8d\", \"8c69743f-1150-41f3-90b7-9ed08e49b773\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 3.186}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 7 users whose aver of time using the app per week is greater than 48 and less than 0 (both not including) additionaly execute sorting by time spent on the site decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"32040\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-04-25 12:40:58.000000+00:00\", \"2021-10-11 03:28:42.000000+00:00\"], \"session_ids\": [\"aaa6ab94-1a38-48c3-86dd-79bd022c7d3f\", \"ed39f8dc-92c8-4acb-9c2f-6381991fe4fa\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.481}, \"2900\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-08-09 17:29:57.000000+00:00\", \"2021-02-08 09:44:29.000000+00:00\", \"2020-09-27 03:43:39.000000+00:00\"], \"session_ids\": [\"51daba49-8577-4626-aa79-f5212b176c88\", \"dcb3cdd3-36a6-419f-baa0-7aa6c37509b4\", \"669c5c21-c064-4a82-9c10-d3b8c0fcc95c\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.519}, \"90677\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-19 09:09:54.000000+00:00\", \"2020-10-18 08:34:43.000000+00:00\", \"2020-01-24 06:28:49.000000+00:00\", \"2022-11-23 03:49:51.000000+00:00\", \"2020-06-04 16:27:08.000000+00:00\"], \"session_ids\": [\"6bd3004b-7e7f-4ad7-b468-8ae832b6073d\", \"2e10877e-69f9-4195-bf56-23397b6f357e\", \"8b4ce5ba-70ab-4eac-b85d-b02f0aa0e836\", \"fc0e57c7-8827-427a-bff2-6f38805aa42c\", \"f406f5f1-2a3d-43ab-84c0-0c182c3ee55b\"], \"total_duration\": 1188.0, \"total_sessions\": 5, \"mean_week_duration\": 6.789}, \"84861\": {\"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\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-09-15 07:15:36.000000+00:00\", \"2022-03-01 09:28:41.000000+00:00\"], \"session_ids\": [\"62665b55-dbbc-4db1-b77d-644d12b77dad\", \"29be3c1f-e858-4867-a349-b579473db8b1\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.737}, \"65057\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-04-23 17:52:29.000000+00:00\", \"2020-10-09 10:39:49.000000+00:00\", \"2019-10-19 04:53:25.000000+00:00\", \"2019-11-19 14:43:07.000000+00:00\"], \"session_ids\": [\"eb4bc954-469a-4a37-90cc-efb1114046d8\", \"80647368-a64a-4996-b101-07ac8a570589\", \"b94e3ad6-f856-4c0f-8836-bda2f4067f76\", \"01f27e52-7224-4683-9c6d-683dddeba769\"], \"total_duration\": 1161.0, \"total_sessions\": 4, \"mean_week_duration\": 8.863}, \"92741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-01-16 14:49:21.000000+00:00\", \"2021-12-22 01:23:54.000000+00:00\"], \"session_ids\": [\"6f139a17-6cce-4c22-953b-6c7c0a25bdf5\", \"1fe3375c-8acc-4db8-9434-485d8ff4fc2d\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.277}, \"40508\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-12-04 01:07:40.000000+00:00\", \"2022-09-11 08:34:22.000000+00:00\"], \"session_ids\": [\"0cc9dfbe-8938-493b-bd2d-f3c804cb53d4\", \"2f9bf9a8-a6a2-4d9c-bf89-bae6dffbcef7\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 0.931}, \"29098\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-07-10 14:39:42.000000+00:00\", \"2021-08-05 17:04:03.000000+00:00\"], \"session_ids\": [\"bfde43be-d848-4edd-9052-c8dff13e223f\", \"bdc8e6a5-86e4-4849-b4a0-cedfcaf76dae\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.248}, \"60883\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-02-20 01:25:15.000000+00:00\", \"2022-03-25 19:28:56.000000+00:00\"], \"session_ids\": [\"5244f337-d160-4421-8955-e05d18ad1d2d\", \"935a3455-c3a3-4adb-a7fb-c93d401ebcea\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.896}, \"87245\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-11 00:28:13.000000+00:00\", \"2021-02-16 23:21:52.000000+00:00\", \"2023-04-10 19:32:33.000000+00:00\", \"2019-12-21 04:41:34.000000+00:00\"], \"session_ids\": [\"07aed65e-2437-489f-a650-c6cfb0a1280c\", \"84c1cf08-81e7-4477-b11a-6057aacc0a0f\", \"293eb9dc-2dd1-45f4-8401-94c9ae53d29e\", \"5ecdcc08-1483-4de5-97d3-463e0805fd4a\"], \"total_duration\": 305.0, \"total_sessions\": 4, \"mean_week_duration\": 1.763}}\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 48"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[0, 48]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about users whose sessions count is equal to than 3 additionaly implement sorting by time in app per week form the lowest to the highest as well as get rid of all records, except 4."
}
] |
[
{
"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{\"81839\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-02-09 00:43:15.000000+00:00\", \"2022-11-13 02:02:20.000000+00:00\", \"2022-12-08 07:52:51.000000+00:00\", \"2021-07-07 18:44:15.000000+00:00\", \"2019-02-26 03:37:43.000000+00:00\", \"2022-12-03 13:05:35.000000+00:00\", \"2020-11-21 11:05:52.000000+00:00\"], \"session_ids\": [\"f6e1954f-adc3-4e99-b51a-24c285a34cdc\", \"386d59a2-3015-4c5f-b0cf-951e8e8cbc4b\", \"43ed9bef-28ee-4c72-a718-51b704d5cdd3\", \"4c0b50c0-3bd8-4035-a0f5-0b361e1b74fd\", \"8a6c1067-b62c-4d30-a4ef-8f06a224aedd\", \"130f6475-018c-409c-b09d-c5f38fc9ac7a\", \"942b9303-93d6-4ba8-9f45-9c001875036b\"], \"total_duration\": 3178.0, \"total_sessions\": 7, \"mean_week_duration\": 16.051}, \"69281\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-03-04 17:24:17.000000+00:00\", \"2020-08-19 11:05:21.000000+00:00\"], \"session_ids\": [\"345bad04-289f-4555-b78d-fb721eb1223b\", \"85acaff7-19a9-4dd2-9f82-4c204b13e7f1\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 2.82}, \"55075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-03-19 00:42:18.000000+00:00\", \"2020-07-03 05:31:31.000000+00:00\"], \"session_ids\": [\"b2fc2516-336f-4814-ba08-d4866e7b5f8f\", \"5fba67ab-e45f-4ab8-ba42-9acbd544e3c0\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 10.865}, \"74074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-03-22 21:55:05.000000+00:00\", \"2019-06-10 22:05:02.000000+00:00\", \"2020-06-11 11:43:17.000000+00:00\", \"2022-08-25 09:14:30.000000+00:00\"], \"session_ids\": [\"eb807595-e167-4ee9-bb05-a2cf0e7d28d7\", \"5edd55c6-6e31-4938-aaa9-17960df4118c\", \"6de7af70-1e82-4b44-b0b4-6417b554278c\", \"39b6aa09-040a-4242-9c19-11ba8e3e8d38\"], \"total_duration\": 87.0, \"total_sessions\": 4, \"mean_week_duration\": 0.486}, \"8896\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-05-20 00:39:07.000000+00:00\", \"2021-08-29 21:20:55.000000+00:00\"], \"session_ids\": [\"67bfcad3-4800-4edc-be33-22e7f6162098\", \"e3946405-604b-4cc6-8724-d9b6cd5af6db\"], \"total_duration\": 45.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"32727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-06-25 03:18:08.000000+00:00\", \"2021-09-28 03:13:20.000000+00:00\", \"2019-07-19 14:32:03.000000+00:00\"], \"session_ids\": [\"b0fa2fed-c2b9-4ece-bc13-76139af55254\", \"f1c70ff3-a154-48fa-8452-f873693fa47c\", \"1a8a19a1-f3d7-422c-bc94-248204ccbd26\"], \"total_duration\": 872.0, \"total_sessions\": 3, \"mean_week_duration\": 7.39}, \"23896\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-07-09 18:49:11.000000+00:00\", \"2023-06-10 06:25:06.000000+00:00\", \"2019-06-03 14:12:58.000000+00:00\", \"2019-05-21 14:08:29.000000+00:00\", \"2019-01-16 04:58:31.000000+00:00\", \"2023-03-06 10:54:16.000000+00:00\", \"2020-06-20 14:26:42.000000+00:00\", \"2021-11-02 22:08:36.000000+00:00\"], \"session_ids\": [\"251b965e-7e4f-4318-a94f-ee980748aed7\", \"aa59c78e-5487-4f21-8999-8507798c320b\", \"2d5cf665-64df-47b2-a07e-04d5cc2d9d8e\", \"7247e15b-9277-40c0-a238-92b6e8f1cd87\", \"ef0d5661-eb48-4f43-8892-f6fa71aa7b18\", \"43492f57-0b33-438c-949b-7349cbd5ce9d\", \"7661d8d7-d977-4166-bcd8-08f01c019cf8\", \"f68ca2d2-c31e-4eb2-9670-cf102fb8873d\"], \"total_duration\": 3823.0, \"total_sessions\": 8, \"mean_week_duration\": 16.622}, \"81396\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-11 04:12:39.000000+00:00\", \"2023-04-02 04:37:22.000000+00:00\", \"2019-06-24 11:22:01.000000+00:00\", \"2023-02-16 09:41:24.000000+00:00\", \"2020-11-23 21:32:03.000000+00:00\", \"2019-01-06 23:00:38.000000+00:00\", \"2020-04-19 22:40:43.000000+00:00\", \"2019-10-04 11:50:54.000000+00:00\"], \"session_ids\": [\"e134eb67-6a05-42a4-967e-289af7809e89\", \"ba9091ce-fa3e-4fb1-98c8-ece6873bbaf3\", \"feadaa8c-17e8-402e-965f-c9eef1a254c0\", \"d483a1d5-95d7-4eca-bb9a-50df6046c2cd\", \"a8289e80-334a-4b35-8b17-a3f474ee2ebd\", \"560e844f-4760-4f45-aa7c-f709f145f49a\", \"a50be7be-5b8f-43b3-9d1e-5bfc2536055d\", \"483bcfd1-e32b-44ab-8258-4de0a9d26067\"], \"total_duration\": 177.0, \"total_sessions\": 8, \"mean_week_duration\": 0.801}, \"71865\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-11-17 02:07:59.000000+00:00\", \"2020-02-20 14:31:36.000000+00:00\"], \"session_ids\": [\"e55944ab-7df2-4f84-a12f-ad5d4c9be543\", \"535c7168-da65-4f92-ae09-3e7b3a6704b3\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 3.264}, \"91285\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-03-18 21:42:38.000000+00:00\", \"2019-11-29 12:18:12.000000+00:00\", \"2022-01-23 09:59:53.000000+00:00\", \"2021-04-17 02:07:14.000000+00:00\", \"2019-04-01 17:32:45.000000+00:00\", \"2022-07-17 00:29:34.000000+00:00\", \"2021-02-05 00:24:40.000000+00:00\"], \"session_ids\": [\"bbdd0127-f779-435f-9800-16266889351d\", \"a7d4eb9d-eea1-4e95-b903-dc883e33dbe8\", \"cb5c4505-da03-40e6-b251-943ab5a34e5a\", \"cb26e894-3e4c-4597-8555-0eb7eaa528d7\", \"18b5d90c-eeba-453a-8d43-cecd6fb1820a\", \"9085a8e1-d422-41eb-8f13-dc8c9abad1eb\", \"a848a5b4-0249-4d4b-ad6b-c40f4ddf601e\"], \"total_duration\": 177.0, \"total_sessions\": 7, \"mean_week_duration\": 1.029}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[3, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"32727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-06-25 03:18:08.000000+00:00\", \"2021-09-28 03:13:20.000000+00:00\", \"2019-07-19 14:32:03.000000+00:00\"], \"session_ids\": [\"b0fa2fed-c2b9-4ece-bc13-76139af55254\", \"f1c70ff3-a154-48fa-8452-f873693fa47c\", \"1a8a19a1-f3d7-422c-bc94-248204ccbd26\"], \"total_duration\": 872.0, \"total_sessions\": 3, \"mean_week_duration\": 7.39}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"32727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-06-25 03:18:08.000000+00:00\", \"2021-09-28 03:13:20.000000+00:00\", \"2019-07-19 14:32:03.000000+00:00\"], \"session_ids\": [\"b0fa2fed-c2b9-4ece-bc13-76139af55254\", \"f1c70ff3-a154-48fa-8452-f873693fa47c\", \"1a8a19a1-f3d7-422c-bc94-248204ccbd26\"], \"total_duration\": 872.0, \"total_sessions\": 3, \"mean_week_duration\": 7.39}}]\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[{\"32727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-06-25 03:18:08.000000+00:00\", \"2021-09-28 03:13:20.000000+00:00\", \"2019-07-19 14:32:03.000000+00:00\"], \"session_ids\": [\"b0fa2fed-c2b9-4ece-bc13-76139af55254\", \"f1c70ff3-a154-48fa-8452-f873693fa47c\", \"1a8a19a1-f3d7-422c-bc94-248204ccbd26\"], \"total_duration\": 872.0, \"total_sessions\": 3, \"mean_week_duration\": 7.39}}]\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[{\"32727\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-06-25 03:18:08.000000+00:00\", \"2021-09-28 03:13:20.000000+00:00\", \"2019-07-19 14:32:03.000000+00:00\"], \"session_ids\": [\"b0fa2fed-c2b9-4ece-bc13-76139af55254\", \"f1c70ff3-a154-48fa-8452-f873693fa47c\", \"1a8a19a1-f3d7-422c-bc94-248204ccbd26\"], \"total_duration\": 872.0, \"total_sessions\": 3, \"mean_week_duration\": 7.39}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about users who have median of duration of sessions per week less than 24 inclusive + sort by overall total sessions form the highest to the lowest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38681\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-02-11 21:06:06.000000+00:00\", \"2020-12-22 22:32:48.000000+00:00\"], \"session_ids\": [\"9b0152b6-c3aa-43cc-947e-6d999b5817b8\", \"ca0d25fe-92c7-44bd-a397-872fa9453a26\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 9.5}, \"99028\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-17 00:09:50.000000+00:00\", \"2022-11-15 17:39:19.000000+00:00\", \"2023-05-20 14:31:46.000000+00:00\", \"2021-07-02 02:47:51.000000+00:00\", \"2022-11-13 05:56:57.000000+00:00\", \"2020-03-20 23:03:46.000000+00:00\"], \"session_ids\": [\"eb27185c-113b-4506-8b4b-b3a6491a1249\", \"2dd20482-f1fa-483c-b281-93dfca6e1bc3\", \"39cfe157-079a-4b9d-9369-f83b86ca2ae4\", \"09950dfa-3468-4eee-bc68-e4621080998c\", \"5a7c1083-3d41-4744-840f-1e924372020d\", \"668d7179-7a53-4ae2-8067-f8aaaf07062e\"], \"total_duration\": 1218.0, \"total_sessions\": 6, \"mean_week_duration\": 7.382}, \"9918\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-21 20:47:57.000000+00:00\", \"2020-08-01 09:42:54.000000+00:00\", \"2020-10-26 11:06:32.000000+00:00\"], \"session_ids\": [\"17055dd0-1026-44d8-a6c3-cbde1466cef4\", \"1a58e9df-d21d-436d-b50d-31c75fe74024\", \"ab11ed04-a33c-4769-ba5a-8b7f1161a70f\"], \"total_duration\": 122.0, \"total_sessions\": 3, \"mean_week_duration\": 1.768}, \"59044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-05-05 14:08:28.000000+00:00\", \"2022-01-20 21:42:03.000000+00:00\", \"2022-07-08 07:37:10.000000+00:00\"], \"session_ids\": [\"3ac84907-40d2-4821-aa4b-43925b2fdf2e\", \"ee058183-6599-4ec4-8644-af0788ce7438\", \"446f6c3d-ba5c-4309-823a-3c036fbac587\"], \"total_duration\": 277.0, \"total_sessions\": 3, \"mean_week_duration\": 4.468}, \"28172\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-05 17:23:13.000000+00:00\", \"2020-07-30 14:37:45.000000+00:00\"], \"session_ids\": [\"455173c3-8e70-455b-8c6d-7134b75699b3\", \"9e74cf2f-663a-4948-bde9-0ef1440da03b\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 3.479}, \"61288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-14 00:11:50.000000+00:00\", \"2019-08-07 02:07:46.000000+00:00\"], \"session_ids\": [\"9444277e-bfc2-4018-b192-a571ac2363e1\", \"9f180429-19ff-4eee-aff7-f2a979446a1c\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 6.1}, \"99834\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-26 12:25:05.000000+00:00\", \"2021-01-24 11:43:16.000000+00:00\"], \"session_ids\": [\"7bfc195b-d5b3-4649-aea5-1beeb54cd259\", \"d7c522c5-8a98-4e20-8f6b-f8602682e281\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 2.784}, \"43115\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-31 21:37:36.000000+00:00\", \"2020-02-24 20:29:12.000000+00:00\"], \"session_ids\": [\"c2ab5def-2427-4179-8cd6-a5b4fb8555bd\", \"ed2f57c4-dcdf-4ff3-bf49-147208193ecb\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.258}, \"84852\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-11 15:06:26.000000+00:00\", \"2020-03-16 19:03:45.000000+00:00\"], \"session_ids\": [\"f1c34008-b0ac-4760-a762-49facdcb63b9\", \"827e0bca-b53a-4a98-9113-6f19ed6f14d3\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.755}, \"75510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-11-23 11:54:31.000000+00:00\", \"2020-10-21 19:53:04.000000+00:00\", \"2021-07-09 21:34:27.000000+00:00\"], \"session_ids\": [\"051e9125-fc6d-411c-b83e-e19f5c85b1bc\", \"01074c3b-e7fe-400e-8482-8e573a8d77b1\", \"80e9daad-1685-4595-ab26-995ab5ca8cf1\"], \"total_duration\": 432.0, \"total_sessions\": 3, \"mean_week_duration\": 11.368}}\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 24"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[24, 35]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38681\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-02-11 21:06:06.000000+00:00\", \"2020-12-22 22:32:48.000000+00:00\"], \"session_ids\": [\"9b0152b6-c3aa-43cc-947e-6d999b5817b8\", \"ca0d25fe-92c7-44bd-a397-872fa9453a26\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 9.5}, \"99028\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-17 00:09:50.000000+00:00\", \"2022-11-15 17:39:19.000000+00:00\", \"2023-05-20 14:31:46.000000+00:00\", \"2021-07-02 02:47:51.000000+00:00\", \"2022-11-13 05:56:57.000000+00:00\", \"2020-03-20 23:03:46.000000+00:00\"], \"session_ids\": [\"eb27185c-113b-4506-8b4b-b3a6491a1249\", \"2dd20482-f1fa-483c-b281-93dfca6e1bc3\", \"39cfe157-079a-4b9d-9369-f83b86ca2ae4\", \"09950dfa-3468-4eee-bc68-e4621080998c\", \"5a7c1083-3d41-4744-840f-1e924372020d\", \"668d7179-7a53-4ae2-8067-f8aaaf07062e\"], \"total_duration\": 1218.0, \"total_sessions\": 6, \"mean_week_duration\": 7.382}, \"9918\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-21 20:47:57.000000+00:00\", \"2020-08-01 09:42:54.000000+00:00\", \"2020-10-26 11:06:32.000000+00:00\"], \"session_ids\": [\"17055dd0-1026-44d8-a6c3-cbde1466cef4\", \"1a58e9df-d21d-436d-b50d-31c75fe74024\", \"ab11ed04-a33c-4769-ba5a-8b7f1161a70f\"], \"total_duration\": 122.0, \"total_sessions\": 3, \"mean_week_duration\": 1.768}, \"59044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-05-05 14:08:28.000000+00:00\", \"2022-01-20 21:42:03.000000+00:00\", \"2022-07-08 07:37:10.000000+00:00\"], \"session_ids\": [\"3ac84907-40d2-4821-aa4b-43925b2fdf2e\", \"ee058183-6599-4ec4-8644-af0788ce7438\", \"446f6c3d-ba5c-4309-823a-3c036fbac587\"], \"total_duration\": 277.0, \"total_sessions\": 3, \"mean_week_duration\": 4.468}, \"28172\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-05 17:23:13.000000+00:00\", \"2020-07-30 14:37:45.000000+00:00\"], \"session_ids\": [\"455173c3-8e70-455b-8c6d-7134b75699b3\", \"9e74cf2f-663a-4948-bde9-0ef1440da03b\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 3.479}, \"61288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-14 00:11:50.000000+00:00\", \"2019-08-07 02:07:46.000000+00:00\"], \"session_ids\": [\"9444277e-bfc2-4018-b192-a571ac2363e1\", \"9f180429-19ff-4eee-aff7-f2a979446a1c\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 6.1}, \"99834\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-26 12:25:05.000000+00:00\", \"2021-01-24 11:43:16.000000+00:00\"], \"session_ids\": [\"7bfc195b-d5b3-4649-aea5-1beeb54cd259\", \"d7c522c5-8a98-4e20-8f6b-f8602682e281\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 2.784}, \"43115\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-31 21:37:36.000000+00:00\", \"2020-02-24 20:29:12.000000+00:00\"], \"session_ids\": [\"c2ab5def-2427-4179-8cd6-a5b4fb8555bd\", \"ed2f57c4-dcdf-4ff3-bf49-147208193ecb\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.258}, \"84852\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-11 15:06:26.000000+00:00\", \"2020-03-16 19:03:45.000000+00:00\"], \"session_ids\": [\"f1c34008-b0ac-4760-a762-49facdcb63b9\", \"827e0bca-b53a-4a98-9113-6f19ed6f14d3\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.755}, \"75510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-11-23 11:54:31.000000+00:00\", \"2020-10-21 19:53:04.000000+00:00\", \"2021-07-09 21:34:27.000000+00:00\"], \"session_ids\": [\"051e9125-fc6d-411c-b83e-e19f5c85b1bc\", \"01074c3b-e7fe-400e-8482-8e573a8d77b1\", \"80e9daad-1685-4595-ab26-995ab5ca8cf1\"], \"total_duration\": 432.0, \"total_sessions\": 3, \"mean_week_duration\": 11.368}}\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[{\"99028\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-17 00:09:50.000000+00:00\", \"2022-11-15 17:39:19.000000+00:00\", \"2023-05-20 14:31:46.000000+00:00\", \"2021-07-02 02:47:51.000000+00:00\", \"2022-11-13 05:56:57.000000+00:00\", \"2020-03-20 23:03:46.000000+00:00\"], \"session_ids\": [\"eb27185c-113b-4506-8b4b-b3a6491a1249\", \"2dd20482-f1fa-483c-b281-93dfca6e1bc3\", \"39cfe157-079a-4b9d-9369-f83b86ca2ae4\", \"09950dfa-3468-4eee-bc68-e4621080998c\", \"5a7c1083-3d41-4744-840f-1e924372020d\", \"668d7179-7a53-4ae2-8067-f8aaaf07062e\"], \"total_duration\": 1218.0, \"total_sessions\": 6, \"mean_week_duration\": 7.382}}, {\"9918\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-21 20:47:57.000000+00:00\", \"2020-08-01 09:42:54.000000+00:00\", \"2020-10-26 11:06:32.000000+00:00\"], \"session_ids\": [\"17055dd0-1026-44d8-a6c3-cbde1466cef4\", \"1a58e9df-d21d-436d-b50d-31c75fe74024\", \"ab11ed04-a33c-4769-ba5a-8b7f1161a70f\"], \"total_duration\": 122.0, \"total_sessions\": 3, \"mean_week_duration\": 1.768}}, {\"59044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-05-05 14:08:28.000000+00:00\", \"2022-01-20 21:42:03.000000+00:00\", \"2022-07-08 07:37:10.000000+00:00\"], \"session_ids\": [\"3ac84907-40d2-4821-aa4b-43925b2fdf2e\", \"ee058183-6599-4ec4-8644-af0788ce7438\", \"446f6c3d-ba5c-4309-823a-3c036fbac587\"], \"total_duration\": 277.0, \"total_sessions\": 3, \"mean_week_duration\": 4.468}}, {\"75510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-11-23 11:54:31.000000+00:00\", \"2020-10-21 19:53:04.000000+00:00\", \"2021-07-09 21:34:27.000000+00:00\"], \"session_ids\": [\"051e9125-fc6d-411c-b83e-e19f5c85b1bc\", \"01074c3b-e7fe-400e-8482-8e573a8d77b1\", \"80e9daad-1685-4595-ab26-995ab5ca8cf1\"], \"total_duration\": 432.0, \"total_sessions\": 3, \"mean_week_duration\": 11.368}}, {\"38681\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-02-11 21:06:06.000000+00:00\", \"2020-12-22 22:32:48.000000+00:00\"], \"session_ids\": [\"9b0152b6-c3aa-43cc-947e-6d999b5817b8\", \"ca0d25fe-92c7-44bd-a397-872fa9453a26\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 9.5}}, {\"28172\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-05 17:23:13.000000+00:00\", \"2020-07-30 14:37:45.000000+00:00\"], \"session_ids\": [\"455173c3-8e70-455b-8c6d-7134b75699b3\", \"9e74cf2f-663a-4948-bde9-0ef1440da03b\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 3.479}}, {\"61288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-14 00:11:50.000000+00:00\", \"2019-08-07 02:07:46.000000+00:00\"], \"session_ids\": [\"9444277e-bfc2-4018-b192-a571ac2363e1\", \"9f180429-19ff-4eee-aff7-f2a979446a1c\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 6.1}}, {\"99834\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-26 12:25:05.000000+00:00\", \"2021-01-24 11:43:16.000000+00:00\"], \"session_ids\": [\"7bfc195b-d5b3-4649-aea5-1beeb54cd259\", \"d7c522c5-8a98-4e20-8f6b-f8602682e281\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 2.784}}, {\"43115\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-31 21:37:36.000000+00:00\", \"2020-02-24 20:29:12.000000+00:00\"], \"session_ids\": [\"c2ab5def-2427-4179-8cd6-a5b4fb8555bd\", \"ed2f57c4-dcdf-4ff3-bf49-147208193ecb\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.258}}, {\"84852\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-11 15:06:26.000000+00:00\", \"2020-03-16 19:03:45.000000+00:00\"], \"session_ids\": [\"f1c34008-b0ac-4760-a762-49facdcb63b9\", \"827e0bca-b53a-4a98-9113-6f19ed6f14d3\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.755}}]\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[{\"99028\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-17 00:09:50.000000+00:00\", \"2022-11-15 17:39:19.000000+00:00\", \"2023-05-20 14:31:46.000000+00:00\", \"2021-07-02 02:47:51.000000+00:00\", \"2022-11-13 05:56:57.000000+00:00\", \"2020-03-20 23:03:46.000000+00:00\"], \"session_ids\": [\"eb27185c-113b-4506-8b4b-b3a6491a1249\", \"2dd20482-f1fa-483c-b281-93dfca6e1bc3\", \"39cfe157-079a-4b9d-9369-f83b86ca2ae4\", \"09950dfa-3468-4eee-bc68-e4621080998c\", \"5a7c1083-3d41-4744-840f-1e924372020d\", \"668d7179-7a53-4ae2-8067-f8aaaf07062e\"], \"total_duration\": 1218.0, \"total_sessions\": 6, \"mean_week_duration\": 7.382}}, {\"9918\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-11-21 20:47:57.000000+00:00\", \"2020-08-01 09:42:54.000000+00:00\", \"2020-10-26 11:06:32.000000+00:00\"], \"session_ids\": [\"17055dd0-1026-44d8-a6c3-cbde1466cef4\", \"1a58e9df-d21d-436d-b50d-31c75fe74024\", \"ab11ed04-a33c-4769-ba5a-8b7f1161a70f\"], \"total_duration\": 122.0, \"total_sessions\": 3, \"mean_week_duration\": 1.768}}, {\"59044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-05-05 14:08:28.000000+00:00\", \"2022-01-20 21:42:03.000000+00:00\", \"2022-07-08 07:37:10.000000+00:00\"], \"session_ids\": [\"3ac84907-40d2-4821-aa4b-43925b2fdf2e\", \"ee058183-6599-4ec4-8644-af0788ce7438\", \"446f6c3d-ba5c-4309-823a-3c036fbac587\"], \"total_duration\": 277.0, \"total_sessions\": 3, \"mean_week_duration\": 4.468}}, {\"75510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2020-11-23 11:54:31.000000+00:00\", \"2020-10-21 19:53:04.000000+00:00\", \"2021-07-09 21:34:27.000000+00:00\"], \"session_ids\": [\"051e9125-fc6d-411c-b83e-e19f5c85b1bc\", \"01074c3b-e7fe-400e-8482-8e573a8d77b1\", \"80e9daad-1685-4595-ab26-995ab5ca8cf1\"], \"total_duration\": 432.0, \"total_sessions\": 3, \"mean_week_duration\": 11.368}}, {\"38681\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-02-11 21:06:06.000000+00:00\", \"2020-12-22 22:32:48.000000+00:00\"], \"session_ids\": [\"9b0152b6-c3aa-43cc-947e-6d999b5817b8\", \"ca0d25fe-92c7-44bd-a397-872fa9453a26\"], \"total_duration\": 76.0, \"total_sessions\": 2, \"mean_week_duration\": 9.5}}, {\"28172\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-05 17:23:13.000000+00:00\", \"2020-07-30 14:37:45.000000+00:00\"], \"session_ids\": [\"455173c3-8e70-455b-8c6d-7134b75699b3\", \"9e74cf2f-663a-4948-bde9-0ef1440da03b\"], \"total_duration\": 487.0, \"total_sessions\": 2, \"mean_week_duration\": 3.479}}, {\"61288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-10-14 00:11:50.000000+00:00\", \"2019-08-07 02:07:46.000000+00:00\"], \"session_ids\": [\"9444277e-bfc2-4018-b192-a571ac2363e1\", \"9f180429-19ff-4eee-aff7-f2a979446a1c\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 6.1}}, {\"99834\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-26 12:25:05.000000+00:00\", \"2021-01-24 11:43:16.000000+00:00\"], \"session_ids\": [\"7bfc195b-d5b3-4649-aea5-1beeb54cd259\", \"d7c522c5-8a98-4e20-8f6b-f8602682e281\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 2.784}}, {\"43115\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-05-31 21:37:36.000000+00:00\", \"2020-02-24 20:29:12.000000+00:00\"], \"session_ids\": [\"c2ab5def-2427-4179-8cd6-a5b4fb8555bd\", \"ed2f57c4-dcdf-4ff3-bf49-147208193ecb\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.258}}, {\"84852\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-11 15:06:26.000000+00:00\", \"2020-03-16 19:03:45.000000+00:00\"], \"session_ids\": [\"f1c34008-b0ac-4760-a762-49facdcb63b9\", \"827e0bca-b53a-4a98-9113-6f19ed6f14d3\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 3.755}}]\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 users who currently live in cities Manila, Paris , moreover carry out sorting by city name form the highest value to the lowest value as well as keep 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{\"6586\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-10-23 12:02:53.000000+00:00\", \"2022-08-20 21:11:51.000000+00:00\", \"2019-03-19 06:56:44.000000+00:00\", \"2019-09-01 15:04:40.000000+00:00\"], \"session_ids\": [\"2a5fb878-6987-4409-bfe6-dacae74d07c1\", \"d4992b31-9cc5-48e0-a33c-873febe976d6\", \"18827b62-b086-4c06-baaf-eec86407f101\", \"ab7615f9-28bd-40a7-b983-44111ab5d166\"], \"total_duration\": 2158.0, \"total_sessions\": 4, \"mean_week_duration\": 11.479}, \"52571\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-01-16 09:37:15.000000+00:00\", \"2019-06-13 12:15:48.000000+00:00\"], \"session_ids\": [\"19dc799e-b192-4770-889a-6f111e2554cd\", \"e509cd41-5882-49e4-acf5-486cf239ee73\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.434}, \"76548\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-22 12:51:54.000000+00:00\", \"2019-01-24 20:11:15.000000+00:00\"], \"session_ids\": [\"35527d93-672d-4ffb-860b-aaa396dbc510\", \"cc6df936-e1b8-4107-af07-da8c0ce66f25\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.376}, \"59363\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-07-30 12:41:52.000000+00:00\", \"2021-04-19 15:27:29.000000+00:00\"], \"session_ids\": [\"b764f3e6-235b-4e27-9fb7-3c248f306c91\", \"baefdfc2-f64e-4176-9a6c-795f4314b8a2\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.889}, \"88782\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-10-26 18:19:56.000000+00:00\", \"2019-10-13 19:25:41.000000+00:00\"], \"session_ids\": [\"02a6830c-f928-4ccb-9eb9-10f54106aa05\", \"152db866-3835-44df-a149-26e9ff3ff48f\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 5.667}, \"36324\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-10-10 13:13:46.000000+00:00\", \"2022-03-28 22:12:20.000000+00:00\", \"2021-08-07 04:22:24.000000+00:00\", \"2019-01-13 19:02:06.000000+00:00\"], \"session_ids\": [\"251c0d49-709f-469f-93bc-a569f900413a\", \"4bb46f6d-0c3f-48d9-be24-0cdc1cba753b\", \"732477b9-8c38-4dad-aeab-688730efd95a\", \"70ce50ed-1ec7-432d-b140-fdda43c496e6\"], \"total_duration\": 1544.0, \"total_sessions\": 4, \"mean_week_duration\": 9.19}, \"89227\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-01 04:23:43.000000+00:00\", \"2022-07-19 21:07:08.000000+00:00\", \"2022-12-27 08:29:06.000000+00:00\", \"2023-04-03 19:30:44.000000+00:00\", \"2019-06-23 17:04:26.000000+00:00\", \"2020-09-07 09:05:13.000000+00:00\"], \"session_ids\": [\"6a23f350-e0ac-4de8-8fb6-8ea6978fcbd0\", \"2c9c45e6-8714-4d70-93a1-a9cf8f6ca583\", \"cb0adc8b-0329-4eca-9d03-51c56b772540\", \"28231c61-3a93-4a84-83ea-dee746f4b336\", \"946c5045-db36-47b9-84b3-9c3d15b611bb\", \"229918e7-bfca-4593-bff1-a30087fe321a\"], \"total_duration\": 1212.0, \"total_sessions\": 6, \"mean_week_duration\": 6.121}, \"91647\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 8, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-11-20 06:13:24.000000+00:00\", \"2021-08-05 18:17:18.000000+00:00\"], \"session_ids\": [\"2138b4e3-a35c-41b5-9605-a4d27bd12885\", \"3b7514bf-e5cd-44f6-85a7-ac000469c909\"], \"total_duration\": 135.0, \"total_sessions\": 2, \"mean_week_duration\": 1.985}, \"95140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-07-26 04:58:03.000000+00:00\", \"2020-05-04 09:38:43.000000+00:00\", \"2021-05-30 23:11:23.000000+00:00\", \"2023-02-21 04:49:41.000000+00:00\", \"2022-08-25 16:31:18.000000+00:00\", \"2019-05-04 03:48:04.000000+00:00\", \"2020-07-26 05:36:15.000000+00:00\", \"2021-11-09 04:19:13.000000+00:00\"], \"session_ids\": [\"a225c80b-c03c-463d-8a0b-72182b3288ac\", \"35b08e40-6ade-48a1-a700-16fd827ff659\", \"007a96bb-2187-4211-bd5a-5343e9256afc\", \"b38a0a6f-d7e1-4238-bc99-253f22512d17\", \"8ea56ad3-be40-44f2-ab70-8b617cc26f7e\", \"724e39a2-7fc3-40ba-a4c7-9698da0ae11d\", \"49b7a0b1-97a4-4d2a-a6d5-7d906adb09e0\", \"ca753fb9-c4de-468a-ad30-1a36d4e16642\"], \"total_duration\": 186.0, \"total_sessions\": 8, \"mean_week_duration\": 0.935}, \"54935\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-09-04 02:33:59.000000+00:00\", \"2021-04-23 15:03:55.000000+00:00\"], \"session_ids\": [\"26861c11-942c-4525-a64a-ea8c8a5abc5c\", \"f2b8372a-7854-435b-b936-25111097d454\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 1.819}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Manila, Parare"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Manila\", \"Paris\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 4 users who currently live in city Madrid as well as execute sorting by city naming in ascending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94259\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-29 14:51:52.000000+00:00\", \"2021-10-30 20:34:42.000000+00:00\"], \"session_ids\": [\"35591226-9f36-4be1-95dd-9e875b3bb58e\", \"d44100de-dcb8-4507-a177-28a4bf60c1ed\"], \"total_duration\": 354.0, \"total_sessions\": 2, \"mean_week_duration\": 5.446}, \"24595\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-26 07:03:15.000000+00:00\", \"2022-05-25 09:12:59.000000+00:00\", \"2022-12-01 07:16:41.000000+00:00\", \"2019-02-10 04:51:50.000000+00:00\", \"2020-04-22 13:27:41.000000+00:00\"], \"session_ids\": [\"72696daa-62b9-459f-8adf-b47e84cac1c2\", \"1762db33-6804-45c8-be9d-699d56fe1e3b\", \"a3169693-b073-4d7f-aade-f09d8f9669ef\", \"9236e28c-6481-43e9-b87d-673547aed34d\", \"63bd4d4a-703e-4a67-a2d2-b650e1b14a30\"], \"total_duration\": 755.0, \"total_sessions\": 5, \"mean_week_duration\": 3.794}, \"41089\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-02-04 10:46:36.000000+00:00\", \"2019-11-04 06:22:14.000000+00:00\"], \"session_ids\": [\"2f50ebdd-2a94-4a25-a8cf-f54fa6117fb5\", \"8e659907-846b-4f59-8cbb-e88d595c9ccc\"], \"total_duration\": 485.0, \"total_sessions\": 2, \"mean_week_duration\": 12.436}, \"37588\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-08 13:22:39.000000+00:00\", \"2023-01-17 13:02:07.000000+00:00\"], \"session_ids\": [\"6b20b734-4d5e-4d2f-bfcb-6d15593cfaa5\", \"e7139b2b-12c7-44ce-b1b0-3aa687525d40\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 1.593}, \"51381\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-26 02:09:15.000000+00:00\", \"2019-07-22 23:10:18.000000+00:00\", \"2022-11-14 14:29:21.000000+00:00\"], \"session_ids\": [\"f213487d-0c08-4e88-91f8-adf974e66719\", \"9f66e35c-06b8-422c-96f6-630397237379\", \"fabc1c5f-3f91-4739-8aef-db00b94d35bf\"], \"total_duration\": 310.0, \"total_sessions\": 3, \"mean_week_duration\": 1.792}, \"61021\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-01-24 04:27:52.000000+00:00\", \"2023-03-10 13:04:49.000000+00:00\"], \"session_ids\": [\"a9a2cded-8279-406f-a844-e11efaac71f3\", \"54b8e771-bdc5-416f-a83b-1d2f08584287\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.147}, \"24016\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-01-29 22:50:22.000000+00:00\", \"2020-06-17 21:19:05.000000+00:00\"], \"session_ids\": [\"ab6feb2e-0b5f-44a0-92f1-e08be5cbb16c\", \"00fc49db-9a56-447d-a424-fd1485c13c77\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 6.424}, \"37485\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-03-27 11:42:57.000000+00:00\", \"2021-06-01 04:10:47.000000+00:00\", \"2022-12-17 05:28:26.000000+00:00\", \"2019-05-27 01:58:58.000000+00:00\", \"2019-03-15 00:18:33.000000+00:00\", \"2020-07-19 06:03:22.000000+00:00\", \"2021-01-12 03:01:26.000000+00:00\", \"2020-06-20 01:30:09.000000+00:00\", \"2022-06-30 11:36:00.000000+00:00\", \"2020-09-05 06:34:51.000000+00:00\", \"2023-05-22 01:32:04.000000+00:00\"], \"session_ids\": [\"3bfb197f-9170-4dd0-8976-73f3000d8ed4\", \"6db72b92-4916-4f31-847b-95f3d9a110a3\", \"fd4ec923-06bb-4d93-9d97-719aabe99603\", \"043ad81b-047c-411f-838d-371b2efc081d\", \"fc96a484-1b8d-4322-bf9f-acf981608a44\", \"45cb63b5-34f1-4fca-b9e7-262113c0e00b\", \"01901ced-87ca-4181-938a-794456b000f5\", \"71cf2003-65e0-4dd7-8398-29187332989e\", \"041e1e0e-ee7a-4ffb-b19f-84c59114ed3f\", \"b55325cc-a981-4035-aa6a-83f093eac029\", \"9448e389-3bb6-4aa5-884f-a90ab9a4b737\"], \"total_duration\": 9193.0, \"total_sessions\": 11, \"mean_week_duration\": 41.977}, \"22278\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-03-30 15:26:48.000000+00:00\", \"2022-09-12 20:39:05.000000+00:00\", \"2022-04-03 11:06:24.000000+00:00\"], \"session_ids\": [\"1db83a7b-75ed-4cdf-b16f-223823517b46\", \"3aec1918-856c-40c7-9eeb-c9dc33fd594e\", \"c353fb12-0911-4aaf-ac64-fa7892364044\"], \"total_duration\": 298.0, \"total_sessions\": 3, \"mean_week_duration\": 1.646}, \"11775\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-11-01 11:04:47.000000+00:00\", \"2021-09-08 02:28:07.000000+00:00\"], \"session_ids\": [\"971c9177-3844-4588-b0f3-bc38cd6bd25d\", \"5076ab2e-c176-46ad-bc7e-afbb81be7164\"], \"total_duration\": 117.0, \"total_sessions\": 2, \"mean_week_duration\": 1.95}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Madrid"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Madrid\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 3 users who are users with lowest time in app as well as apply sorting by sum of duration desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52963\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-02 15:08:09.000000+00:00\", \"2020-03-16 08:30:59.000000+00:00\"], \"session_ids\": [\"464375ea-2fe8-4ec6-9af2-817402551101\", \"1a6e3a03-e50b-4567-9d56-53290e800b7c\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 2.84}, \"50081\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-21 18:30:44.000000+00:00\", \"2021-07-19 12:36:43.000000+00:00\", \"2020-11-07 14:45:24.000000+00:00\", \"2020-04-24 11:15:25.000000+00:00\", \"2021-01-15 02:22:39.000000+00:00\", \"2019-01-19 15:23:28.000000+00:00\"], \"session_ids\": [\"2fb76ff3-f7b2-43c9-995f-47d5a4cf5dac\", \"51a74fb5-d465-4df3-a754-bec30d2c41e3\", \"7a946c0e-38fa-44c2-b9a0-4945795c742e\", \"44b467fb-3cab-407d-9e1f-9dd3aa4b85de\", \"53af4216-1500-431a-b433-fa41c9ecb6b0\", \"17b164ad-7ea0-4b06-95cc-86b68d699199\"], \"total_duration\": 2464.0, \"total_sessions\": 6, \"mean_week_duration\": 12.259}, \"17872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-21 10:39:33.000000+00:00\", \"2020-08-13 10:04:39.000000+00:00\"], \"session_ids\": [\"5edc74fb-398a-4f2b-b954-1320815193e6\", \"15e9567b-2681-4730-ad3c-d521f7d53ed1\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 21.2}, \"79712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-11-10 11:16:33.000000+00:00\", \"2021-12-05 00:52:33.000000+00:00\"], \"session_ids\": [\"2030fbeb-0b79-42c1-87cf-6316edee41ec\", \"ebc47d1a-a39a-4626-ad09-64a16b564a7f\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 4.571}, \"51835\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-09 22:11:39.000000+00:00\", \"2021-05-31 19:54:34.000000+00:00\"], \"session_ids\": [\"ffd8742f-3da2-4544-b2f5-2d83c29e875c\", \"7167e07d-593b-4404-960d-233b5087ec55\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 3.366}, \"58093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-18 20:07:05.000000+00:00\", \"2019-07-12 18:37:43.000000+00:00\", \"2021-09-06 15:58:54.000000+00:00\"], \"session_ids\": [\"1712c1da-15ae-40e8-a5cb-04876df171cc\", \"9f6c295e-6ff4-4292-bbd6-ea67847e8356\", \"4f62d30d-56ee-47c0-85dd-9c0c49ba0ede\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.575}, \"61632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-26 01:06:56.000000+00:00\", \"2022-10-22 14:46:35.000000+00:00\", \"2019-07-15 14:48:22.000000+00:00\"], \"session_ids\": [\"5ff9559b-6557-4f67-97a5-6274dd8aef01\", \"b4f3a863-6cf4-4bad-8a36-6baa4113a1a8\", \"0f29ab2e-d809-4ecb-a6b5-29f4749291f7\"], \"total_duration\": 62.0, \"total_sessions\": 3, \"mean_week_duration\": 0.363}, \"16920\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-13 21:24:33.000000+00:00\", \"2021-08-09 06:21:26.000000+00:00\"], \"session_ids\": [\"abac9653-0c09-451a-adf1-fe71238404e5\", \"d3ad7410-efb3-4701-bde2-a91a24569e76\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 2.567}, \"69634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-20 20:17:16.000000+00:00\", \"2019-11-15 22:12:10.000000+00:00\", \"2022-12-14 18:31:43.000000+00:00\", \"2020-11-17 07:56:50.000000+00:00\", \"2021-10-03 04:10:08.000000+00:00\", \"2023-03-29 07:33:16.000000+00:00\", \"2020-08-04 03:05:16.000000+00:00\", \"2020-02-04 08:14:33.000000+00:00\", \"2019-10-13 15:48:54.000000+00:00\"], \"session_ids\": [\"9ee59ce9-dee0-4d7b-9c74-21ab897341e5\", \"a96126ca-3adf-47be-bf89-f0587c691a28\", \"64da67a3-be97-41f3-b7de-76ba955c0a21\", \"f761255e-907a-4053-8931-e7c50c1daa25\", \"acde6544-b423-48c4-8ff9-074b28de4169\", \"5dd3aaeb-6807-4870-8d91-f037cfe24041\", \"58408283-378f-4372-ae8c-2ad4523970bd\", \"09299066-7bac-4fd9-a953-17cdeb088a9b\", \"2891792d-0a92-4eee-9eed-62e9a6cdaa74\"], \"total_duration\": 126.0, \"total_sessions\": 9, \"mean_week_duration\": 0.653}, \"30680\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-24 17:36:30.000000+00:00\", \"2022-11-08 12:26:40.000000+00:00\"], \"session_ids\": [\"6609000a-4568-4f0d-8d04-c32b274f0c32\", \"73187ade-ffea-4e7d-843f-d949af726da3\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 10.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest 3 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": false, \"quant_to_remain\": 3}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-26 01:06:56.000000+00:00\", \"2022-10-22 14:46:35.000000+00:00\", \"2019-07-15 14:48:22.000000+00:00\"], \"session_ids\": [\"5ff9559b-6557-4f67-97a5-6274dd8aef01\", \"b4f3a863-6cf4-4bad-8a36-6baa4113a1a8\", \"0f29ab2e-d809-4ecb-a6b5-29f4749291f7\"], \"total_duration\": 62.0, \"total_sessions\": 3, \"mean_week_duration\": 0.363}}, {\"58093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-18 20:07:05.000000+00:00\", \"2019-07-12 18:37:43.000000+00:00\", \"2021-09-06 15:58:54.000000+00:00\"], \"session_ids\": [\"1712c1da-15ae-40e8-a5cb-04876df171cc\", \"9f6c295e-6ff4-4292-bbd6-ea67847e8356\", \"4f62d30d-56ee-47c0-85dd-9c0c49ba0ede\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.575}}, {\"16920\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-13 21:24:33.000000+00:00\", \"2021-08-09 06:21:26.000000+00:00\"], \"session_ids\": [\"abac9653-0c09-451a-adf1-fe71238404e5\", \"d3ad7410-efb3-4701-bde2-a91a24569e76\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 2.567}}]\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[{\"16920\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-13 21:24:33.000000+00:00\", \"2021-08-09 06:21:26.000000+00:00\"], \"session_ids\": [\"abac9653-0c09-451a-adf1-fe71238404e5\", \"d3ad7410-efb3-4701-bde2-a91a24569e76\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 2.567}}, {\"58093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-18 20:07:05.000000+00:00\", \"2019-07-12 18:37:43.000000+00:00\", \"2021-09-06 15:58:54.000000+00:00\"], \"session_ids\": [\"1712c1da-15ae-40e8-a5cb-04876df171cc\", \"9f6c295e-6ff4-4292-bbd6-ea67847e8356\", \"4f62d30d-56ee-47c0-85dd-9c0c49ba0ede\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.575}}, {\"61632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-26 01:06:56.000000+00:00\", \"2022-10-22 14:46:35.000000+00:00\", \"2019-07-15 14:48:22.000000+00:00\"], \"session_ids\": [\"5ff9559b-6557-4f67-97a5-6274dd8aef01\", \"b4f3a863-6cf4-4bad-8a36-6baa4113a1a8\", \"0f29ab2e-d809-4ecb-a6b5-29f4749291f7\"], \"total_duration\": 62.0, \"total_sessions\": 3, \"mean_week_duration\": 0.363}}]\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[{\"16920\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-13 21:24:33.000000+00:00\", \"2021-08-09 06:21:26.000000+00:00\"], \"session_ids\": [\"abac9653-0c09-451a-adf1-fe71238404e5\", \"d3ad7410-efb3-4701-bde2-a91a24569e76\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 2.567}}, {\"58093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-18 20:07:05.000000+00:00\", \"2019-07-12 18:37:43.000000+00:00\", \"2021-09-06 15:58:54.000000+00:00\"], \"session_ids\": [\"1712c1da-15ae-40e8-a5cb-04876df171cc\", \"9f6c295e-6ff4-4292-bbd6-ea67847e8356\", \"4f62d30d-56ee-47c0-85dd-9c0c49ba0ede\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.575}}, {\"61632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-26 01:06:56.000000+00:00\", \"2022-10-22 14:46:35.000000+00:00\", \"2019-07-15 14:48:22.000000+00:00\"], \"session_ids\": [\"5ff9559b-6557-4f67-97a5-6274dd8aef01\", \"b4f3a863-6cf4-4bad-8a36-6baa4113a1a8\", \"0f29ab2e-d809-4ecb-a6b5-29f4749291f7\"], \"total_duration\": 62.0, \"total_sessions\": 3, \"mean_week_duration\": 0.363}}]\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[{\"16920\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-13 21:24:33.000000+00:00\", \"2021-08-09 06:21:26.000000+00:00\"], \"session_ids\": [\"abac9653-0c09-451a-adf1-fe71238404e5\", \"d3ad7410-efb3-4701-bde2-a91a24569e76\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 2.567}}, {\"58093\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-08-18 20:07:05.000000+00:00\", \"2019-07-12 18:37:43.000000+00:00\", \"2021-09-06 15:58:54.000000+00:00\"], \"session_ids\": [\"1712c1da-15ae-40e8-a5cb-04876df171cc\", \"9f6c295e-6ff4-4292-bbd6-ea67847e8356\", \"4f62d30d-56ee-47c0-85dd-9c0c49ba0ede\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.575}}, {\"61632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-03-26 01:06:56.000000+00:00\", \"2022-10-22 14:46:35.000000+00:00\", \"2019-07-15 14:48:22.000000+00:00\"], \"session_ids\": [\"5ff9559b-6557-4f67-97a5-6274dd8aef01\", \"b4f3a863-6cf4-4bad-8a36-6baa4113a1a8\", \"0f29ab2e-d809-4ecb-a6b5-29f4749291f7\"], \"total_duration\": 62.0, \"total_sessions\": 3, \"mean_week_duration\": 0.363}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into user whose site usage time is strictly smaller than 2161 and strictly bigger than 2797 (both not including) as well as apply sorting by aver of time using the app per week in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78479\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-04-21 02:10:41.000000+00:00\", \"2020-02-10 13:14:33.000000+00:00\", \"2019-09-14 19:57:13.000000+00:00\"], \"session_ids\": [\"e237379f-4d05-487a-b9f5-2346952bad07\", \"8a63ad45-5730-4637-aed4-f3117dce6db6\", \"73f748ce-1925-4853-bffe-63125488cf64\"], \"total_duration\": 197.0, \"total_sessions\": 3, \"mean_week_duration\": 6.156}, \"29528\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-09 05:41:47.000000+00:00\", \"2019-04-06 13:36:20.000000+00:00\", \"2023-05-28 02:17:01.000000+00:00\", \"2022-11-29 17:07:24.000000+00:00\"], \"session_ids\": [\"c75928a1-eb9d-465d-b2f2-ca07df32c9c1\", \"015b18c0-d1ca-49fa-bd4e-bbc8a9efcfd3\", \"bb8fdf2b-54d4-4297-97ca-508c3a675157\", \"cefc1804-84ee-4662-9625-f9b5c2e33129\"], \"total_duration\": 98.0, \"total_sessions\": 4, \"mean_week_duration\": 0.454}, \"25734\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-10-09 17:06:30.000000+00:00\", \"2022-07-13 03:13:10.000000+00:00\", \"2022-06-10 20:59:01.000000+00:00\", \"2022-03-02 21:08:37.000000+00:00\"], \"session_ids\": [\"885fe4de-f5f8-4e7f-a034-0d042df23086\", \"bfde6281-d271-4fe7-80c9-45b986080935\", \"09141ea2-f5d6-4430-a3d3-9d4ad66c3acc\", \"44792bca-7201-4fc6-ac93-035456fa7f97\"], \"total_duration\": 968.0, \"total_sessions\": 4, \"mean_week_duration\": 24.2}, \"17585\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-22 20:30:27.000000+00:00\", \"2021-08-29 08:14:58.000000+00:00\"], \"session_ids\": [\"5f541537-85b6-4bae-ba1c-131ba9aa8183\", \"b76418fe-0719-4a8c-97e5-9834cc0fb1ff\"], \"total_duration\": 388.0, \"total_sessions\": 2, \"mean_week_duration\": 2.939}, \"6230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-03-05 15:14:19.000000+00:00\", \"2019-07-25 02:01:17.000000+00:00\"], \"session_ids\": [\"91aa949d-9c61-494b-9708-bf523269d986\", \"7238dc23-dae1-4baa-8b9e-141f7411b488\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 6.286}, \"54111\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-09 01:32:32.000000+00:00\", \"2023-01-15 22:39:52.000000+00:00\", \"2019-08-23 06:26:14.000000+00:00\"], \"session_ids\": [\"161ba8b7-c1b0-45f2-8d81-4efc06c6ebe9\", \"a96f85bd-ef92-471a-bf94-be01a2683486\", \"304aec4e-e300-4c8b-add3-f6eb0edbbf76\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 0.528}, \"52728\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-23 09:19:48.000000+00:00\", \"2022-01-14 06:21:31.000000+00:00\", \"2022-05-07 14:45:52.000000+00:00\", \"2021-03-19 23:23:04.000000+00:00\", \"2019-01-23 19:18:52.000000+00:00\", \"2019-10-27 17:32:22.000000+00:00\", \"2022-11-28 13:49:56.000000+00:00\", \"2021-03-29 14:28:09.000000+00:00\", \"2020-04-05 15:26:57.000000+00:00\", \"2023-05-12 14:15:11.000000+00:00\", \"2019-12-04 03:02:01.000000+00:00\"], \"session_ids\": [\"1e3e37d0-d557-4e5e-bcc0-1cbcddb2b8bf\", \"64a01f95-0bc7-402e-afde-4b9b2065d6e3\", \"08a32c93-9bbc-426f-a2e1-f915cde15999\", \"b6f7c5af-bbb2-4ff5-b1f7-b068342df918\", \"70754100-6c28-4cd8-8e4c-ff6755acc2b4\", \"a28baca8-e313-4602-beed-f9feef34a8cb\", \"5375bcb0-900b-4928-a897-d7662f447074\", \"e5dc3fad-66c7-43b3-afe1-c42c40d93839\", \"93900db7-c6ec-4f45-ac07-5dd24fc00a89\", \"f88fd450-0665-4bfb-8cf7-037307cdb996\", \"62a89f20-e0ad-4edd-a08a-827d10753dfe\"], \"total_duration\": 17120.0, \"total_sessions\": 11, \"mean_week_duration\": 76.089}, \"93252\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-04-07 11:11:48.000000+00:00\", \"2021-03-15 08:28:09.000000+00:00\", \"2022-08-26 07:40:34.000000+00:00\"], \"session_ids\": [\"10f678e4-05f6-4d89-a9b5-61ffe1dcc702\", \"f6177149-5681-4664-ac3f-de60cba0f134\", \"ba23e697-e91a-411e-91c1-5a7d3073a25a\"], \"total_duration\": 23.0, \"total_sessions\": 3, \"mean_week_duration\": 0.303}, \"35741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-05-24 00:16:37.000000+00:00\", \"2020-11-14 10:38:10.000000+00:00\", \"2020-01-24 15:14:47.000000+00:00\"], \"session_ids\": [\"b58a19af-e775-43cc-8db7-287f4ef09cb5\", \"2c0dcb4c-ca09-4630-9b45-20bac64b65ca\", \"6aa3ca9f-d040-49e4-976d-675e47d6aea6\"], \"total_duration\": 93.0, \"total_sessions\": 3, \"mean_week_duration\": 1.192}, \"95590\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-05-09 16:33:15.000000+00:00\", \"2022-07-24 04:51:19.000000+00:00\"], \"session_ids\": [\"06eab582-5ff1-4e9c-8c55-e0c550e842d1\", \"0cf9c0e8-b11f-496b-bfd7-9d6cd54caf20\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 2.746}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 2161 and are greater than 2797"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[2161, 2797]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78479\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-04-21 02:10:41.000000+00:00\", \"2020-02-10 13:14:33.000000+00:00\", \"2019-09-14 19:57:13.000000+00:00\"], \"session_ids\": [\"e237379f-4d05-487a-b9f5-2346952bad07\", \"8a63ad45-5730-4637-aed4-f3117dce6db6\", \"73f748ce-1925-4853-bffe-63125488cf64\"], \"total_duration\": 197.0, \"total_sessions\": 3, \"mean_week_duration\": 6.156}, \"29528\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-09 05:41:47.000000+00:00\", \"2019-04-06 13:36:20.000000+00:00\", \"2023-05-28 02:17:01.000000+00:00\", \"2022-11-29 17:07:24.000000+00:00\"], \"session_ids\": [\"c75928a1-eb9d-465d-b2f2-ca07df32c9c1\", \"015b18c0-d1ca-49fa-bd4e-bbc8a9efcfd3\", \"bb8fdf2b-54d4-4297-97ca-508c3a675157\", \"cefc1804-84ee-4662-9625-f9b5c2e33129\"], \"total_duration\": 98.0, \"total_sessions\": 4, \"mean_week_duration\": 0.454}, \"25734\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-10-09 17:06:30.000000+00:00\", \"2022-07-13 03:13:10.000000+00:00\", \"2022-06-10 20:59:01.000000+00:00\", \"2022-03-02 21:08:37.000000+00:00\"], \"session_ids\": [\"885fe4de-f5f8-4e7f-a034-0d042df23086\", \"bfde6281-d271-4fe7-80c9-45b986080935\", \"09141ea2-f5d6-4430-a3d3-9d4ad66c3acc\", \"44792bca-7201-4fc6-ac93-035456fa7f97\"], \"total_duration\": 968.0, \"total_sessions\": 4, \"mean_week_duration\": 24.2}, \"17585\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-22 20:30:27.000000+00:00\", \"2021-08-29 08:14:58.000000+00:00\"], \"session_ids\": [\"5f541537-85b6-4bae-ba1c-131ba9aa8183\", \"b76418fe-0719-4a8c-97e5-9834cc0fb1ff\"], \"total_duration\": 388.0, \"total_sessions\": 2, \"mean_week_duration\": 2.939}, \"6230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-03-05 15:14:19.000000+00:00\", \"2019-07-25 02:01:17.000000+00:00\"], \"session_ids\": [\"91aa949d-9c61-494b-9708-bf523269d986\", \"7238dc23-dae1-4baa-8b9e-141f7411b488\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 6.286}, \"54111\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-09 01:32:32.000000+00:00\", \"2023-01-15 22:39:52.000000+00:00\", \"2019-08-23 06:26:14.000000+00:00\"], \"session_ids\": [\"161ba8b7-c1b0-45f2-8d81-4efc06c6ebe9\", \"a96f85bd-ef92-471a-bf94-be01a2683486\", \"304aec4e-e300-4c8b-add3-f6eb0edbbf76\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 0.528}, \"93252\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-04-07 11:11:48.000000+00:00\", \"2021-03-15 08:28:09.000000+00:00\", \"2022-08-26 07:40:34.000000+00:00\"], \"session_ids\": [\"10f678e4-05f6-4d89-a9b5-61ffe1dcc702\", \"f6177149-5681-4664-ac3f-de60cba0f134\", \"ba23e697-e91a-411e-91c1-5a7d3073a25a\"], \"total_duration\": 23.0, \"total_sessions\": 3, \"mean_week_duration\": 0.303}, \"35741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-05-24 00:16:37.000000+00:00\", \"2020-11-14 10:38:10.000000+00:00\", \"2020-01-24 15:14:47.000000+00:00\"], \"session_ids\": [\"b58a19af-e775-43cc-8db7-287f4ef09cb5\", \"2c0dcb4c-ca09-4630-9b45-20bac64b65ca\", \"6aa3ca9f-d040-49e4-976d-675e47d6aea6\"], \"total_duration\": 93.0, \"total_sessions\": 3, \"mean_week_duration\": 1.192}, \"95590\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-05-09 16:33:15.000000+00:00\", \"2022-07-24 04:51:19.000000+00:00\"], \"session_ids\": [\"06eab582-5ff1-4e9c-8c55-e0c550e842d1\", \"0cf9c0e8-b11f-496b-bfd7-9d6cd54caf20\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 2.746}, \"52728\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-23 09:19:48.000000+00:00\", \"2022-01-14 06:21:31.000000+00:00\", \"2022-05-07 14:45:52.000000+00:00\", \"2021-03-19 23:23:04.000000+00:00\", \"2019-01-23 19:18:52.000000+00:00\", \"2019-10-27 17:32:22.000000+00:00\", \"2022-11-28 13:49:56.000000+00:00\", \"2021-03-29 14:28:09.000000+00:00\", \"2020-04-05 15:26:57.000000+00:00\", \"2023-05-12 14:15:11.000000+00:00\", \"2019-12-04 03:02:01.000000+00:00\"], \"session_ids\": [\"1e3e37d0-d557-4e5e-bcc0-1cbcddb2b8bf\", \"64a01f95-0bc7-402e-afde-4b9b2065d6e3\", \"08a32c93-9bbc-426f-a2e1-f915cde15999\", \"b6f7c5af-bbb2-4ff5-b1f7-b068342df918\", \"70754100-6c28-4cd8-8e4c-ff6755acc2b4\", \"a28baca8-e313-4602-beed-f9feef34a8cb\", \"5375bcb0-900b-4928-a897-d7662f447074\", \"e5dc3fad-66c7-43b3-afe1-c42c40d93839\", \"93900db7-c6ec-4f45-ac07-5dd24fc00a89\", \"f88fd450-0665-4bfb-8cf7-037307cdb996\", \"62a89f20-e0ad-4edd-a08a-827d10753dfe\"], \"total_duration\": 17120.0, \"total_sessions\": 11, \"mean_week_duration\": 76.089}}\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[{\"52728\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-23 09:19:48.000000+00:00\", \"2022-01-14 06:21:31.000000+00:00\", \"2022-05-07 14:45:52.000000+00:00\", \"2021-03-19 23:23:04.000000+00:00\", \"2019-01-23 19:18:52.000000+00:00\", \"2019-10-27 17:32:22.000000+00:00\", \"2022-11-28 13:49:56.000000+00:00\", \"2021-03-29 14:28:09.000000+00:00\", \"2020-04-05 15:26:57.000000+00:00\", \"2023-05-12 14:15:11.000000+00:00\", \"2019-12-04 03:02:01.000000+00:00\"], \"session_ids\": [\"1e3e37d0-d557-4e5e-bcc0-1cbcddb2b8bf\", \"64a01f95-0bc7-402e-afde-4b9b2065d6e3\", \"08a32c93-9bbc-426f-a2e1-f915cde15999\", \"b6f7c5af-bbb2-4ff5-b1f7-b068342df918\", \"70754100-6c28-4cd8-8e4c-ff6755acc2b4\", \"a28baca8-e313-4602-beed-f9feef34a8cb\", \"5375bcb0-900b-4928-a897-d7662f447074\", \"e5dc3fad-66c7-43b3-afe1-c42c40d93839\", \"93900db7-c6ec-4f45-ac07-5dd24fc00a89\", \"f88fd450-0665-4bfb-8cf7-037307cdb996\", \"62a89f20-e0ad-4edd-a08a-827d10753dfe\"], \"total_duration\": 17120.0, \"total_sessions\": 11, \"mean_week_duration\": 76.089}}, {\"25734\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-10-09 17:06:30.000000+00:00\", \"2022-07-13 03:13:10.000000+00:00\", \"2022-06-10 20:59:01.000000+00:00\", \"2022-03-02 21:08:37.000000+00:00\"], \"session_ids\": [\"885fe4de-f5f8-4e7f-a034-0d042df23086\", \"bfde6281-d271-4fe7-80c9-45b986080935\", \"09141ea2-f5d6-4430-a3d3-9d4ad66c3acc\", \"44792bca-7201-4fc6-ac93-035456fa7f97\"], \"total_duration\": 968.0, \"total_sessions\": 4, \"mean_week_duration\": 24.2}}, {\"6230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-03-05 15:14:19.000000+00:00\", \"2019-07-25 02:01:17.000000+00:00\"], \"session_ids\": [\"91aa949d-9c61-494b-9708-bf523269d986\", \"7238dc23-dae1-4baa-8b9e-141f7411b488\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 6.286}}, {\"78479\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-04-21 02:10:41.000000+00:00\", \"2020-02-10 13:14:33.000000+00:00\", \"2019-09-14 19:57:13.000000+00:00\"], \"session_ids\": [\"e237379f-4d05-487a-b9f5-2346952bad07\", \"8a63ad45-5730-4637-aed4-f3117dce6db6\", \"73f748ce-1925-4853-bffe-63125488cf64\"], \"total_duration\": 197.0, \"total_sessions\": 3, \"mean_week_duration\": 6.156}}, {\"17585\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-22 20:30:27.000000+00:00\", \"2021-08-29 08:14:58.000000+00:00\"], \"session_ids\": [\"5f541537-85b6-4bae-ba1c-131ba9aa8183\", \"b76418fe-0719-4a8c-97e5-9834cc0fb1ff\"], \"total_duration\": 388.0, \"total_sessions\": 2, \"mean_week_duration\": 2.939}}, {\"95590\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-05-09 16:33:15.000000+00:00\", \"2022-07-24 04:51:19.000000+00:00\"], \"session_ids\": [\"06eab582-5ff1-4e9c-8c55-e0c550e842d1\", \"0cf9c0e8-b11f-496b-bfd7-9d6cd54caf20\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 2.746}}, {\"35741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-05-24 00:16:37.000000+00:00\", \"2020-11-14 10:38:10.000000+00:00\", \"2020-01-24 15:14:47.000000+00:00\"], \"session_ids\": [\"b58a19af-e775-43cc-8db7-287f4ef09cb5\", \"2c0dcb4c-ca09-4630-9b45-20bac64b65ca\", \"6aa3ca9f-d040-49e4-976d-675e47d6aea6\"], \"total_duration\": 93.0, \"total_sessions\": 3, \"mean_week_duration\": 1.192}}, {\"54111\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-09 01:32:32.000000+00:00\", \"2023-01-15 22:39:52.000000+00:00\", \"2019-08-23 06:26:14.000000+00:00\"], \"session_ids\": [\"161ba8b7-c1b0-45f2-8d81-4efc06c6ebe9\", \"a96f85bd-ef92-471a-bf94-be01a2683486\", \"304aec4e-e300-4c8b-add3-f6eb0edbbf76\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 0.528}}, {\"29528\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-09 05:41:47.000000+00:00\", \"2019-04-06 13:36:20.000000+00:00\", \"2023-05-28 02:17:01.000000+00:00\", \"2022-11-29 17:07:24.000000+00:00\"], \"session_ids\": [\"c75928a1-eb9d-465d-b2f2-ca07df32c9c1\", \"015b18c0-d1ca-49fa-bd4e-bbc8a9efcfd3\", \"bb8fdf2b-54d4-4297-97ca-508c3a675157\", \"cefc1804-84ee-4662-9625-f9b5c2e33129\"], \"total_duration\": 98.0, \"total_sessions\": 4, \"mean_week_duration\": 0.454}}, {\"93252\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-04-07 11:11:48.000000+00:00\", \"2021-03-15 08:28:09.000000+00:00\", \"2022-08-26 07:40:34.000000+00:00\"], \"session_ids\": [\"10f678e4-05f6-4d89-a9b5-61ffe1dcc702\", \"f6177149-5681-4664-ac3f-de60cba0f134\", \"ba23e697-e91a-411e-91c1-5a7d3073a25a\"], \"total_duration\": 23.0, \"total_sessions\": 3, \"mean_week_duration\": 0.303}}]\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[{\"52728\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-23 09:19:48.000000+00:00\", \"2022-01-14 06:21:31.000000+00:00\", \"2022-05-07 14:45:52.000000+00:00\", \"2021-03-19 23:23:04.000000+00:00\", \"2019-01-23 19:18:52.000000+00:00\", \"2019-10-27 17:32:22.000000+00:00\", \"2022-11-28 13:49:56.000000+00:00\", \"2021-03-29 14:28:09.000000+00:00\", \"2020-04-05 15:26:57.000000+00:00\", \"2023-05-12 14:15:11.000000+00:00\", \"2019-12-04 03:02:01.000000+00:00\"], \"session_ids\": [\"1e3e37d0-d557-4e5e-bcc0-1cbcddb2b8bf\", \"64a01f95-0bc7-402e-afde-4b9b2065d6e3\", \"08a32c93-9bbc-426f-a2e1-f915cde15999\", \"b6f7c5af-bbb2-4ff5-b1f7-b068342df918\", \"70754100-6c28-4cd8-8e4c-ff6755acc2b4\", \"a28baca8-e313-4602-beed-f9feef34a8cb\", \"5375bcb0-900b-4928-a897-d7662f447074\", \"e5dc3fad-66c7-43b3-afe1-c42c40d93839\", \"93900db7-c6ec-4f45-ac07-5dd24fc00a89\", \"f88fd450-0665-4bfb-8cf7-037307cdb996\", \"62a89f20-e0ad-4edd-a08a-827d10753dfe\"], \"total_duration\": 17120.0, \"total_sessions\": 11, \"mean_week_duration\": 76.089}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52728\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-23 09:19:48.000000+00:00\", \"2022-01-14 06:21:31.000000+00:00\", \"2022-05-07 14:45:52.000000+00:00\", \"2021-03-19 23:23:04.000000+00:00\", \"2019-01-23 19:18:52.000000+00:00\", \"2019-10-27 17:32:22.000000+00:00\", \"2022-11-28 13:49:56.000000+00:00\", \"2021-03-29 14:28:09.000000+00:00\", \"2020-04-05 15:26:57.000000+00:00\", \"2023-05-12 14:15:11.000000+00:00\", \"2019-12-04 03:02:01.000000+00:00\"], \"session_ids\": [\"1e3e37d0-d557-4e5e-bcc0-1cbcddb2b8bf\", \"64a01f95-0bc7-402e-afde-4b9b2065d6e3\", \"08a32c93-9bbc-426f-a2e1-f915cde15999\", \"b6f7c5af-bbb2-4ff5-b1f7-b068342df918\", \"70754100-6c28-4cd8-8e4c-ff6755acc2b4\", \"a28baca8-e313-4602-beed-f9feef34a8cb\", \"5375bcb0-900b-4928-a897-d7662f447074\", \"e5dc3fad-66c7-43b3-afe1-c42c40d93839\", \"93900db7-c6ec-4f45-ac07-5dd24fc00a89\", \"f88fd450-0665-4bfb-8cf7-037307cdb996\", \"62a89f20-e0ad-4edd-a08a-827d10753dfe\"], \"total_duration\": 17120.0, \"total_sessions\": 11, \"mean_week_duration\": 76.089}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about user who has total amount of duration greater than 1724 and less than 3284 (both not including) , moreover do sorting by town naming in asc 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{\"87494\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-17 13:26:53.000000+00:00\", \"2021-11-08 01:54:40.000000+00:00\"], \"session_ids\": [\"6ff598d0-4c57-478b-8b6b-3fecc2792e4b\", \"690e6600-019b-4e7d-a14c-e7dacc7432d9\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 28.5}, \"46023\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-04 09:06:45.000000+00:00\", \"2023-03-03 19:22:11.000000+00:00\"], \"session_ids\": [\"8d6254c5-5abe-4dd6-ac0d-d5ec16904b75\", \"5e1b6394-6b7d-4cf4-a854-2c6a803241e8\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 7.188}, \"59138\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-03-12 13:58:21.000000+00:00\", \"2019-03-01 08:27:41.000000+00:00\"], \"session_ids\": [\"33a896bf-1c95-414f-b407-740d8018000c\", \"1db0878f-c049-4172-8160-eb8d6826a50b\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 1.265}, \"33215\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-01-29 18:23:06.000000+00:00\", \"2019-07-07 13:56:34.000000+00:00\"], \"session_ids\": [\"29a6486e-b3a6-446d-81d4-d325778631b9\", \"335ada55-db25-4c9b-a80e-69ff9ce1820e\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 8.067}, \"38312\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-01 05:24:30.000000+00:00\", \"2019-02-08 06:23:50.000000+00:00\"], \"session_ids\": [\"6667b41c-219a-40cf-a0f4-b6d1f0cb535a\", \"8352b6cb-8024-435b-8e6b-edd27d39aa97\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.098}, \"86872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-10 03:10:21.000000+00:00\", \"2019-02-24 10:15:58.000000+00:00\", \"2023-03-01 10:56:01.000000+00:00\"], \"session_ids\": [\"1a738fc8-014d-4e41-af23-134cd4da475a\", \"28830b50-71e9-4b9a-9be3-ae69e28100cd\", \"9004951f-8a41-48d4-9fc4-0942ceb2173f\"], \"total_duration\": 163.0, \"total_sessions\": 3, \"mean_week_duration\": 0.776}, \"58552\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-12-14 15:12:15.000000+00:00\", \"2021-03-22 10:50:02.000000+00:00\", \"2023-03-04 23:40:59.000000+00:00\", \"2023-04-11 04:14:55.000000+00:00\", \"2020-11-22 00:06:21.000000+00:00\", \"2022-01-18 06:39:30.000000+00:00\", \"2019-08-09 17:14:32.000000+00:00\", \"2021-11-10 14:16:21.000000+00:00\", \"2021-09-14 17:26:54.000000+00:00\", \"2020-08-19 13:48:21.000000+00:00\"], \"session_ids\": [\"156362a4-3b5d-4b75-8c58-73849fec4533\", \"0dcbbfac-bea0-42b7-973a-bb349b17d2bc\", \"6950d13a-37d5-496c-bc1e-260e30402550\", \"89a43f25-355b-4eda-aa31-513665894eee\", \"542902f6-187f-44e4-85cc-60dfb497e427\", \"0cf26a55-f4fe-4f60-816d-c21581a82652\", \"f2502362-07f8-4845-b642-f3ac6fe9a74f\", \"f8a40d1d-eedc-4a57-b58c-4c12f2158490\", \"da8173b6-8ee5-448d-9628-9a12d94606c9\", \"ab5336ed-8dfb-4cb1-b88d-2ed464021ff0\"], \"total_duration\": 549.0, \"total_sessions\": 10, \"mean_week_duration\": 2.859}, \"23856\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-05-23 00:35:41.000000+00:00\", \"2022-05-27 21:56:37.000000+00:00\"], \"session_ids\": [\"91ee973e-a7c4-44d6-83f3-764ad69a9599\", \"19a6e8c2-9bda-444f-9c33-d4b7eec39ccc\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.381}, \"26461\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-20 19:27:46.000000+00:00\", \"2022-11-01 21:51:08.000000+00:00\", \"2020-11-29 16:07:55.000000+00:00\", \"2019-07-02 12:44:27.000000+00:00\"], \"session_ids\": [\"7ab1f9cb-8785-4868-905b-512c6133f4fd\", \"bf4ed8a0-240d-4aec-803c-f2e45fdc679f\", \"ae4828f8-0717-443a-ba6f-e241107af1f3\", \"777a6ee7-a7e5-442b-a450-2aa8e14de275\"], \"total_duration\": 1165.0, \"total_sessions\": 4, \"mean_week_duration\": 6.695}, \"17088\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-09-28 06:51:09.000000+00:00\", \"2023-04-10 22:56:36.000000+00:00\", \"2021-07-10 22:14:21.000000+00:00\"], \"session_ids\": [\"5b245786-f2d7-44df-8d81-9fd2ad2b051e\", \"d808f2ff-6449-4821-9be2-6b5875b8b256\", \"d06fdf37-db07-4d75-b6cc-803c4fe11004\"], \"total_duration\": 467.0, \"total_sessions\": 3, \"mean_week_duration\": 5.076}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 1724 and are less than 3284"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1724, 3284]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display user information who is lowest-tier of user rankings based on time in app per week also put to use sorting by total time using the app from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-06 08:03:25.000000+00:00\", \"2022-12-04 07:51:26.000000+00:00\"], \"session_ids\": [\"55c6bc76-7a9b-4ed4-b9bd-68b96ecd2497\", \"96b468d4-95de-4632-bf15-b002635d5367\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 0.843}, \"62722\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-08 05:25:53.000000+00:00\", \"2021-12-18 05:56:40.000000+00:00\", \"2021-07-26 04:14:19.000000+00:00\", \"2023-05-13 13:38:56.000000+00:00\"], \"session_ids\": [\"67720dfe-1bbd-420d-9755-7992b979ddfc\", \"c1f1771c-a800-4168-b2d5-aae53b2251b8\", \"c67f4bb5-94bb-4d7a-9671-6379eb3687e9\", \"3cccabbe-1683-4f3c-9dc3-861fd6b7f362\"], \"total_duration\": 551.0, \"total_sessions\": 4, \"mean_week_duration\": 2.995}, \"61410\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-01 19:12:08.000000+00:00\", \"2023-02-28 13:51:12.000000+00:00\"], \"session_ids\": [\"d917dc0f-8c7e-41d9-9020-8083a4b144e3\", \"f14f1ddb-0c11-4bf9-b4fb-99845fef19fc\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 9.2}, \"80827\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-06-15 22:34:37.000000+00:00\", \"2020-06-09 09:18:25.000000+00:00\"], \"session_ids\": [\"c232ef4a-ffad-4f20-8d3b-0e14cfe672a4\", \"d831ad25-7e63-4316-98bb-755cad2b61d7\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.151}, \"28461\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-23 02:41:42.000000+00:00\", \"2023-02-17 21:59:18.000000+00:00\"], \"session_ids\": [\"bf1b5a7b-451c-4ddf-a5a6-ab1c667c886d\", \"257c6552-c807-4a8e-9cc7-ad57d6dbaa04\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.256}, \"49511\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-05-02 02:19:30.000000+00:00\", \"2022-06-07 13:14:05.000000+00:00\", \"2019-02-09 04:10:36.000000+00:00\", \"2023-04-21 12:32:10.000000+00:00\"], \"session_ids\": [\"2288166e-e06a-4414-8425-ec14c50abe99\", \"49d33d63-2884-4649-b51e-0b533c88f2ae\", \"76cfed75-2b81-4978-9021-4dbb3229bdb8\", \"516e5d79-9783-4d90-9a1c-a03719beb478\"], \"total_duration\": 104.0, \"total_sessions\": 4, \"mean_week_duration\": 0.475}, \"26728\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-11-15 06:28:16.000000+00:00\", \"2022-11-17 04:12:43.000000+00:00\"], \"session_ids\": [\"ec1fd9d4-86a5-4a33-8837-5c9ae5b021d5\", \"9b0d0609-e999-4592-9cac-55f3834b9411\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.562}, \"88769\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-11-25 14:37:11.000000+00:00\", \"2019-01-04 05:46:41.000000+00:00\", \"2019-05-15 09:20:42.000000+00:00\", \"2019-06-25 14:28:19.000000+00:00\", \"2020-03-08 13:59:57.000000+00:00\", \"2022-11-18 12:19:11.000000+00:00\"], \"session_ids\": [\"b317c23a-a05d-477d-8c2b-9f05c33d0942\", \"cab30efb-e6d6-4780-859e-1a0b97bc6626\", \"5c38c752-d54f-4afb-b196-204083a7999d\", \"e897bf1d-7206-4659-819f-897f857f10af\", \"478123bb-c298-448e-86ce-6d76c88f155e\", \"93288883-6e39-42a1-99a9-1a5344a89a31\"], \"total_duration\": 3480.0, \"total_sessions\": 6, \"mean_week_duration\": 17.228}, \"81009\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-03-18 09:53:07.000000+00:00\", \"2023-05-11 04:14:01.000000+00:00\", \"2022-12-30 10:43:40.000000+00:00\"], \"session_ids\": [\"8c88ddd0-ab7a-4786-a70f-ed4c5f828b65\", \"5d240104-ebdb-41a4-8012-1e2e39c22883\", \"74faca37-9f1a-4560-83ee-ffd8a35747e2\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.12}, \"92478\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-02-09 22:51:52.000000+00:00\", \"2020-05-06 06:40:18.000000+00:00\"], \"session_ids\": [\"2d43f6a3-b80f-4950-9c40-f4f5ac27a5d0\", \"733ba917-b42d-42b0-a240-79ffe26c7460\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.754}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 1 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81009\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-03-18 09:53:07.000000+00:00\", \"2023-05-11 04:14:01.000000+00:00\", \"2022-12-30 10:43:40.000000+00:00\"], \"session_ids\": [\"8c88ddd0-ab7a-4786-a70f-ed4c5f828b65\", \"5d240104-ebdb-41a4-8012-1e2e39c22883\", \"74faca37-9f1a-4560-83ee-ffd8a35747e2\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.12}}, {\"80827\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-06-15 22:34:37.000000+00:00\", \"2020-06-09 09:18:25.000000+00:00\"], \"session_ids\": [\"c232ef4a-ffad-4f20-8d3b-0e14cfe672a4\", \"d831ad25-7e63-4316-98bb-755cad2b61d7\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.151}}, {\"28461\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-23 02:41:42.000000+00:00\", \"2023-02-17 21:59:18.000000+00:00\"], \"session_ids\": [\"bf1b5a7b-451c-4ddf-a5a6-ab1c667c886d\", \"257c6552-c807-4a8e-9cc7-ad57d6dbaa04\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.256}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"81009\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-03-18 09:53:07.000000+00:00\", \"2023-05-11 04:14:01.000000+00:00\", \"2022-12-30 10:43:40.000000+00:00\"], \"session_ids\": [\"8c88ddd0-ab7a-4786-a70f-ed4c5f828b65\", \"5d240104-ebdb-41a4-8012-1e2e39c22883\", \"74faca37-9f1a-4560-83ee-ffd8a35747e2\"], \"total_duration\": 26.0, \"total_sessions\": 3, \"mean_week_duration\": 0.12}}, {\"28461\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-23 02:41:42.000000+00:00\", \"2023-02-17 21:59:18.000000+00:00\"], \"session_ids\": [\"bf1b5a7b-451c-4ddf-a5a6-ab1c667c886d\", \"257c6552-c807-4a8e-9cc7-ad57d6dbaa04\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.256}}, {\"80827\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-06-15 22:34:37.000000+00:00\", \"2020-06-09 09:18:25.000000+00:00\"], \"session_ids\": [\"c232ef4a-ffad-4f20-8d3b-0e14cfe672a4\", \"d831ad25-7e63-4316-98bb-755cad2b61d7\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.151}}]\n```\n"
}
] |
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