conversations
list |
|---|
[
{
"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[{\"59111\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2020-06-11 19:38:33.000000+00:00\", \"2020-01-25 09:24:55.000000+00:00\"], \"session_ids\": [\"db908f27-fe72-4464-8caa-8cd13651a532\", \"d46349fd-4dbb-4bfa-bc54-57170351442c\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 11.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into users who have all sessions quantity greater than 3 (not including) plus implement sorting by mean_week_duration decliningly plus show me only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14415\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-07-11 15:12:39.000000+00:00\", \"2022-11-13 11:03:01.000000+00:00\", \"2019-08-13 06:56:38.000000+00:00\"], \"session_ids\": [\"d2cd5fdc-cf25-462c-8c77-09bb42069490\", \"6bb3c698-b8b7-4b20-be47-62c00ce5a76a\", \"11fd8b86-59c0-466b-87b8-d8a95caeced2\"], \"total_duration\": 545.0, \"total_sessions\": 3, \"mean_week_duration\": 3.206}, \"9803\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-06-08 00:30:11.000000+00:00\", \"2020-05-02 09:56:52.000000+00:00\", \"2020-03-05 13:04:08.000000+00:00\", \"2022-10-22 23:11:10.000000+00:00\", \"2021-01-07 20:51:34.000000+00:00\", \"2021-10-22 23:28:29.000000+00:00\", \"2021-06-16 14:00:40.000000+00:00\", \"2019-06-10 05:19:35.000000+00:00\"], \"session_ids\": [\"1c665079-1b05-4956-b860-0fd5e8eb6fa0\", \"e8316b2e-9fb7-409e-9be5-458c7245cfcc\", \"93df47d4-27d9-4cb5-8a4e-9b196e8b0fbb\", \"765ff421-3c5b-4f30-ac27-7993c5d39e36\", \"271c5fc1-5709-4760-9a90-c659f2f0433d\", \"0d7ef91e-70a0-45ac-a645-32192ed61753\", \"5b86560c-f517-48b8-9663-a4619604b07a\", \"4a319d0e-7c97-47e2-ba64-42480b6e5a02\"], \"total_duration\": 7168.0, \"total_sessions\": 8, \"mean_week_duration\": 40.727}, \"20964\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-04 15:34:42.000000+00:00\", \"2021-11-12 04:46:32.000000+00:00\", \"2019-08-04 17:53:38.000000+00:00\", \"2022-03-19 10:00:13.000000+00:00\"], \"session_ids\": [\"2d0fc1d9-e8d1-4e9f-a93c-673ceb49c7cb\", \"a8bc7692-21a7-445e-8a99-5f7dd1917d87\", \"3ddd174c-7e23-4e5e-9cde-54e287909c85\", \"e86c129a-c40a-409a-8344-840b5f19c7bc\"], \"total_duration\": 1571.0, \"total_sessions\": 4, \"mean_week_duration\": 11.467}, \"68906\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-09 09:21:53.000000+00:00\", \"2022-10-07 08:03:01.000000+00:00\"], \"session_ids\": [\"034b97aa-7608-497f-bd85-47358bfc2c34\", \"74b608b9-0656-4020-ba18-f40a5db494ab\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.176}, \"27506\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Moscow\", \"datetimes\": [\"2021-01-24 15:44:34.000000+00:00\", \"2023-06-03 05:44:22.000000+00:00\", \"2023-04-21 20:20:27.000000+00:00\"], \"session_ids\": [\"6630203a-2919-4b69-9e75-e7e5c1f07707\", \"4cdcf198-8ac3-46fb-9882-d0c1ee61aab4\", \"02c8651d-2898-4bd6-931b-e3429cd54b24\"], \"total_duration\": 181.0, \"total_sessions\": 3, \"mean_week_duration\": 1.472}, \"15289\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-02 05:22:16.000000+00:00\", \"2019-07-03 22:47:18.000000+00:00\", \"2023-04-19 16:48:29.000000+00:00\", \"2023-02-28 22:49:08.000000+00:00\", \"2019-08-16 03:24:03.000000+00:00\"], \"session_ids\": [\"2b670928-8c40-4fb5-8fb4-15975645767a\", \"221dbcf3-392a-4f2c-8d1d-c5b1a085027e\", \"d9328fca-b700-4cc2-9935-5c726fe3e156\", \"0f81d25e-25be-4ec9-8a16-bd998f34302b\", \"b4ee7511-27cd-4546-a98f-4eb9fdc47fbe\"], \"total_duration\": 209.0, \"total_sessions\": 5, \"mean_week_duration\": 1.056}, \"57404\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-26 14:55:05.000000+00:00\", \"2019-10-13 10:04:22.000000+00:00\", \"2019-08-30 13:34:13.000000+00:00\"], \"session_ids\": [\"fdc1bccb-0efe-4fe4-abba-86cbf7396386\", \"b67686fc-60a8-41ce-893d-6fa08707e932\", \"80271dae-3b6b-4835-9b48-b0400855145d\"], \"total_duration\": 275.0, \"total_sessions\": 3, \"mean_week_duration\": 1.618}, \"9143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-13 06:30:25.000000+00:00\", \"2021-11-10 01:30:08.000000+00:00\"], \"session_ids\": [\"a1352a96-6000-4229-ac14-11ed8b28905b\", \"ac12b5c1-0c2e-42d5-b186-8e54688b3d19\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 6.857}, \"93893\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-09 20:48:19.000000+00:00\", \"2020-11-23 17:07:49.000000+00:00\", \"2022-03-24 17:36:07.000000+00:00\", \"2021-12-01 10:47:35.000000+00:00\", \"2021-09-29 08:57:05.000000+00:00\", \"2022-05-30 08:04:21.000000+00:00\", \"2020-05-11 23:01:24.000000+00:00\", \"2023-01-05 12:28:10.000000+00:00\", \"2020-11-09 01:58:18.000000+00:00\", \"2023-06-01 03:53:54.000000+00:00\"], \"session_ids\": [\"8aa588f2-ead6-4a0e-a15b-ea90712c9132\", \"084ce468-75c1-4b93-9629-e6a653d50ade\", \"0ad1bd5d-3f6d-4fae-aa41-5801ae2f7839\", \"3a41d4f4-c4ce-43db-bf4a-f351cd890949\", \"760643ca-8066-4df9-90e9-6970bd31f48c\", \"bdbc9084-6856-49c9-832c-d9629f9cf2d3\", \"23610b55-2f89-4d61-b3dd-cf10a5082cfb\", \"df4aa80e-db70-4884-9c32-029c80f65f86\", \"f1a39365-43b6-4486-9009-e09ebe330d4c\", \"a4cb64da-dff8-4b74-9730-65cd6f6d1571\"], \"total_duration\": 17791.0, \"total_sessions\": 10, \"mean_week_duration\": 93.637}, \"53525\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-19 06:11:42.000000+00:00\", \"2020-09-16 02:24:25.000000+00:00\", \"2021-09-19 17:38:48.000000+00:00\", \"2020-07-08 15:44:40.000000+00:00\"], \"session_ids\": [\"9756579a-2c5f-42cc-a368-7f183b19a6aa\", \"f40e15e2-3bea-411c-a108-5ec6494a3da8\", \"db2e63b7-b807-4aa5-ac47-afbe8e2a605f\", \"6e99094a-1499-470b-a841-caf0a3e8d92a\"], \"total_duration\": 525.0, \"total_sessions\": 4, \"mean_week_duration\": 6.034}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\"]]}, \"all_values\": {\"total_sessions\": [[3, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9803\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-06-08 00:30:11.000000+00:00\", \"2020-05-02 09:56:52.000000+00:00\", \"2020-03-05 13:04:08.000000+00:00\", \"2022-10-22 23:11:10.000000+00:00\", \"2021-01-07 20:51:34.000000+00:00\", \"2021-10-22 23:28:29.000000+00:00\", \"2021-06-16 14:00:40.000000+00:00\", \"2019-06-10 05:19:35.000000+00:00\"], \"session_ids\": [\"1c665079-1b05-4956-b860-0fd5e8eb6fa0\", \"e8316b2e-9fb7-409e-9be5-458c7245cfcc\", \"93df47d4-27d9-4cb5-8a4e-9b196e8b0fbb\", \"765ff421-3c5b-4f30-ac27-7993c5d39e36\", \"271c5fc1-5709-4760-9a90-c659f2f0433d\", \"0d7ef91e-70a0-45ac-a645-32192ed61753\", \"5b86560c-f517-48b8-9663-a4619604b07a\", \"4a319d0e-7c97-47e2-ba64-42480b6e5a02\"], \"total_duration\": 7168.0, \"total_sessions\": 8, \"mean_week_duration\": 40.727}, \"20964\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-04 15:34:42.000000+00:00\", \"2021-11-12 04:46:32.000000+00:00\", \"2019-08-04 17:53:38.000000+00:00\", \"2022-03-19 10:00:13.000000+00:00\"], \"session_ids\": [\"2d0fc1d9-e8d1-4e9f-a93c-673ceb49c7cb\", \"a8bc7692-21a7-445e-8a99-5f7dd1917d87\", \"3ddd174c-7e23-4e5e-9cde-54e287909c85\", \"e86c129a-c40a-409a-8344-840b5f19c7bc\"], \"total_duration\": 1571.0, \"total_sessions\": 4, \"mean_week_duration\": 11.467}, \"15289\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-02 05:22:16.000000+00:00\", \"2019-07-03 22:47:18.000000+00:00\", \"2023-04-19 16:48:29.000000+00:00\", \"2023-02-28 22:49:08.000000+00:00\", \"2019-08-16 03:24:03.000000+00:00\"], \"session_ids\": [\"2b670928-8c40-4fb5-8fb4-15975645767a\", \"221dbcf3-392a-4f2c-8d1d-c5b1a085027e\", \"d9328fca-b700-4cc2-9935-5c726fe3e156\", \"0f81d25e-25be-4ec9-8a16-bd998f34302b\", \"b4ee7511-27cd-4546-a98f-4eb9fdc47fbe\"], \"total_duration\": 209.0, \"total_sessions\": 5, \"mean_week_duration\": 1.056}, \"93893\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-09 20:48:19.000000+00:00\", \"2020-11-23 17:07:49.000000+00:00\", \"2022-03-24 17:36:07.000000+00:00\", \"2021-12-01 10:47:35.000000+00:00\", \"2021-09-29 08:57:05.000000+00:00\", \"2022-05-30 08:04:21.000000+00:00\", \"2020-05-11 23:01:24.000000+00:00\", \"2023-01-05 12:28:10.000000+00:00\", \"2020-11-09 01:58:18.000000+00:00\", \"2023-06-01 03:53:54.000000+00:00\"], \"session_ids\": [\"8aa588f2-ead6-4a0e-a15b-ea90712c9132\", \"084ce468-75c1-4b93-9629-e6a653d50ade\", \"0ad1bd5d-3f6d-4fae-aa41-5801ae2f7839\", \"3a41d4f4-c4ce-43db-bf4a-f351cd890949\", \"760643ca-8066-4df9-90e9-6970bd31f48c\", \"bdbc9084-6856-49c9-832c-d9629f9cf2d3\", \"23610b55-2f89-4d61-b3dd-cf10a5082cfb\", \"df4aa80e-db70-4884-9c32-029c80f65f86\", \"f1a39365-43b6-4486-9009-e09ebe330d4c\", \"a4cb64da-dff8-4b74-9730-65cd6f6d1571\"], \"total_duration\": 17791.0, \"total_sessions\": 10, \"mean_week_duration\": 93.637}, \"53525\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-19 06:11:42.000000+00:00\", \"2020-09-16 02:24:25.000000+00:00\", \"2021-09-19 17:38:48.000000+00:00\", \"2020-07-08 15:44:40.000000+00:00\"], \"session_ids\": [\"9756579a-2c5f-42cc-a368-7f183b19a6aa\", \"f40e15e2-3bea-411c-a108-5ec6494a3da8\", \"db2e63b7-b807-4aa5-ac47-afbe8e2a605f\", \"6e99094a-1499-470b-a841-caf0a3e8d92a\"], \"total_duration\": 525.0, \"total_sessions\": 4, \"mean_week_duration\": 6.034}}\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[{\"93893\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-09 20:48:19.000000+00:00\", \"2020-11-23 17:07:49.000000+00:00\", \"2022-03-24 17:36:07.000000+00:00\", \"2021-12-01 10:47:35.000000+00:00\", \"2021-09-29 08:57:05.000000+00:00\", \"2022-05-30 08:04:21.000000+00:00\", \"2020-05-11 23:01:24.000000+00:00\", \"2023-01-05 12:28:10.000000+00:00\", \"2020-11-09 01:58:18.000000+00:00\", \"2023-06-01 03:53:54.000000+00:00\"], \"session_ids\": [\"8aa588f2-ead6-4a0e-a15b-ea90712c9132\", \"084ce468-75c1-4b93-9629-e6a653d50ade\", \"0ad1bd5d-3f6d-4fae-aa41-5801ae2f7839\", \"3a41d4f4-c4ce-43db-bf4a-f351cd890949\", \"760643ca-8066-4df9-90e9-6970bd31f48c\", \"bdbc9084-6856-49c9-832c-d9629f9cf2d3\", \"23610b55-2f89-4d61-b3dd-cf10a5082cfb\", \"df4aa80e-db70-4884-9c32-029c80f65f86\", \"f1a39365-43b6-4486-9009-e09ebe330d4c\", \"a4cb64da-dff8-4b74-9730-65cd6f6d1571\"], \"total_duration\": 17791.0, \"total_sessions\": 10, \"mean_week_duration\": 93.637}}, {\"9803\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-06-08 00:30:11.000000+00:00\", \"2020-05-02 09:56:52.000000+00:00\", \"2020-03-05 13:04:08.000000+00:00\", \"2022-10-22 23:11:10.000000+00:00\", \"2021-01-07 20:51:34.000000+00:00\", \"2021-10-22 23:28:29.000000+00:00\", \"2021-06-16 14:00:40.000000+00:00\", \"2019-06-10 05:19:35.000000+00:00\"], \"session_ids\": [\"1c665079-1b05-4956-b860-0fd5e8eb6fa0\", \"e8316b2e-9fb7-409e-9be5-458c7245cfcc\", \"93df47d4-27d9-4cb5-8a4e-9b196e8b0fbb\", \"765ff421-3c5b-4f30-ac27-7993c5d39e36\", \"271c5fc1-5709-4760-9a90-c659f2f0433d\", \"0d7ef91e-70a0-45ac-a645-32192ed61753\", \"5b86560c-f517-48b8-9663-a4619604b07a\", \"4a319d0e-7c97-47e2-ba64-42480b6e5a02\"], \"total_duration\": 7168.0, \"total_sessions\": 8, \"mean_week_duration\": 40.727}}, {\"20964\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-08-04 15:34:42.000000+00:00\", \"2021-11-12 04:46:32.000000+00:00\", \"2019-08-04 17:53:38.000000+00:00\", \"2022-03-19 10:00:13.000000+00:00\"], \"session_ids\": [\"2d0fc1d9-e8d1-4e9f-a93c-673ceb49c7cb\", \"a8bc7692-21a7-445e-8a99-5f7dd1917d87\", \"3ddd174c-7e23-4e5e-9cde-54e287909c85\", \"e86c129a-c40a-409a-8344-840b5f19c7bc\"], \"total_duration\": 1571.0, \"total_sessions\": 4, \"mean_week_duration\": 11.467}}, {\"53525\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-19 06:11:42.000000+00:00\", \"2020-09-16 02:24:25.000000+00:00\", \"2021-09-19 17:38:48.000000+00:00\", \"2020-07-08 15:44:40.000000+00:00\"], \"session_ids\": [\"9756579a-2c5f-42cc-a368-7f183b19a6aa\", \"f40e15e2-3bea-411c-a108-5ec6494a3da8\", \"db2e63b7-b807-4aa5-ac47-afbe8e2a605f\", \"6e99094a-1499-470b-a841-caf0a3e8d92a\"], \"total_duration\": 525.0, \"total_sessions\": 4, \"mean_week_duration\": 6.034}}, {\"15289\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-02 05:22:16.000000+00:00\", \"2019-07-03 22:47:18.000000+00:00\", \"2023-04-19 16:48:29.000000+00:00\", \"2023-02-28 22:49:08.000000+00:00\", \"2019-08-16 03:24:03.000000+00:00\"], \"session_ids\": [\"2b670928-8c40-4fb5-8fb4-15975645767a\", \"221dbcf3-392a-4f2c-8d1d-c5b1a085027e\", \"d9328fca-b700-4cc2-9935-5c726fe3e156\", \"0f81d25e-25be-4ec9-8a16-bd998f34302b\", \"b4ee7511-27cd-4546-a98f-4eb9fdc47fbe\"], \"total_duration\": 209.0, \"total_sessions\": 5, \"mean_week_duration\": 1.056}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93893\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-09 20:48:19.000000+00:00\", \"2020-11-23 17:07:49.000000+00:00\", \"2022-03-24 17:36:07.000000+00:00\", \"2021-12-01 10:47:35.000000+00:00\", \"2021-09-29 08:57:05.000000+00:00\", \"2022-05-30 08:04:21.000000+00:00\", \"2020-05-11 23:01:24.000000+00:00\", \"2023-01-05 12:28:10.000000+00:00\", \"2020-11-09 01:58:18.000000+00:00\", \"2023-06-01 03:53:54.000000+00:00\"], \"session_ids\": [\"8aa588f2-ead6-4a0e-a15b-ea90712c9132\", \"084ce468-75c1-4b93-9629-e6a653d50ade\", \"0ad1bd5d-3f6d-4fae-aa41-5801ae2f7839\", \"3a41d4f4-c4ce-43db-bf4a-f351cd890949\", \"760643ca-8066-4df9-90e9-6970bd31f48c\", \"bdbc9084-6856-49c9-832c-d9629f9cf2d3\", \"23610b55-2f89-4d61-b3dd-cf10a5082cfb\", \"df4aa80e-db70-4884-9c32-029c80f65f86\", \"f1a39365-43b6-4486-9009-e09ebe330d4c\", \"a4cb64da-dff8-4b74-9730-65cd6f6d1571\"], \"total_duration\": 17791.0, \"total_sessions\": 10, \"mean_week_duration\": 93.637}}, {\"9803\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-06-08 00:30:11.000000+00:00\", \"2020-05-02 09:56:52.000000+00:00\", \"2020-03-05 13:04:08.000000+00:00\", \"2022-10-22 23:11:10.000000+00:00\", \"2021-01-07 20:51:34.000000+00:00\", \"2021-10-22 23:28:29.000000+00:00\", \"2021-06-16 14:00:40.000000+00:00\", \"2019-06-10 05:19:35.000000+00:00\"], \"session_ids\": [\"1c665079-1b05-4956-b860-0fd5e8eb6fa0\", \"e8316b2e-9fb7-409e-9be5-458c7245cfcc\", \"93df47d4-27d9-4cb5-8a4e-9b196e8b0fbb\", \"765ff421-3c5b-4f30-ac27-7993c5d39e36\", \"271c5fc1-5709-4760-9a90-c659f2f0433d\", \"0d7ef91e-70a0-45ac-a645-32192ed61753\", \"5b86560c-f517-48b8-9663-a4619604b07a\", \"4a319d0e-7c97-47e2-ba64-42480b6e5a02\"], \"total_duration\": 7168.0, \"total_sessions\": 8, \"mean_week_duration\": 40.727}}]\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[{\"93893\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-10-09 20:48:19.000000+00:00\", \"2020-11-23 17:07:49.000000+00:00\", \"2022-03-24 17:36:07.000000+00:00\", \"2021-12-01 10:47:35.000000+00:00\", \"2021-09-29 08:57:05.000000+00:00\", \"2022-05-30 08:04:21.000000+00:00\", \"2020-05-11 23:01:24.000000+00:00\", \"2023-01-05 12:28:10.000000+00:00\", \"2020-11-09 01:58:18.000000+00:00\", \"2023-06-01 03:53:54.000000+00:00\"], \"session_ids\": [\"8aa588f2-ead6-4a0e-a15b-ea90712c9132\", \"084ce468-75c1-4b93-9629-e6a653d50ade\", \"0ad1bd5d-3f6d-4fae-aa41-5801ae2f7839\", \"3a41d4f4-c4ce-43db-bf4a-f351cd890949\", \"760643ca-8066-4df9-90e9-6970bd31f48c\", \"bdbc9084-6856-49c9-832c-d9629f9cf2d3\", \"23610b55-2f89-4d61-b3dd-cf10a5082cfb\", \"df4aa80e-db70-4884-9c32-029c80f65f86\", \"f1a39365-43b6-4486-9009-e09ebe330d4c\", \"a4cb64da-dff8-4b74-9730-65cd6f6d1571\"], \"total_duration\": 17791.0, \"total_sessions\": 10, \"mean_week_duration\": 93.637}}, {\"9803\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-06-08 00:30:11.000000+00:00\", \"2020-05-02 09:56:52.000000+00:00\", \"2020-03-05 13:04:08.000000+00:00\", \"2022-10-22 23:11:10.000000+00:00\", \"2021-01-07 20:51:34.000000+00:00\", \"2021-10-22 23:28:29.000000+00:00\", \"2021-06-16 14:00:40.000000+00:00\", \"2019-06-10 05:19:35.000000+00:00\"], \"session_ids\": [\"1c665079-1b05-4956-b860-0fd5e8eb6fa0\", \"e8316b2e-9fb7-409e-9be5-458c7245cfcc\", \"93df47d4-27d9-4cb5-8a4e-9b196e8b0fbb\", \"765ff421-3c5b-4f30-ac27-7993c5d39e36\", \"271c5fc1-5709-4760-9a90-c659f2f0433d\", \"0d7ef91e-70a0-45ac-a645-32192ed61753\", \"5b86560c-f517-48b8-9663-a4619604b07a\", \"4a319d0e-7c97-47e2-ba64-42480b6e5a02\"], \"total_duration\": 7168.0, \"total_sessions\": 8, \"mean_week_duration\": 40.727}}]\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 whose time in app is smaller than 908 and bigger than 3573 (not including) in addition execute sorting by average of total time spent in the app per week decliningly."
}
] |
[
{
"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{\"26556\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-22 10:44:52.000000+00:00\", \"2022-04-12 19:55:19.000000+00:00\", \"2020-02-19 01:05:27.000000+00:00\", \"2021-01-31 19:34:58.000000+00:00\", \"2020-05-05 04:48:47.000000+00:00\", \"2021-12-25 09:31:10.000000+00:00\", \"2021-03-04 14:02:03.000000+00:00\", \"2023-02-08 16:30:13.000000+00:00\", \"2022-01-31 23:55:36.000000+00:00\"], \"session_ids\": [\"4a291c9e-e72d-473f-8f8f-0611d767cdea\", \"3c041eee-39b5-438a-829d-96bcc26b801d\", \"0c9df2d7-662f-4680-b617-b9fef8ec0f68\", \"fa18ca22-9459-435d-86b0-556e2fb8788b\", \"eab5feaa-6285-475a-9ff1-ae3133eb7ff4\", \"f61dc1da-56ba-43d5-a49a-dbe26c9fef0c\", \"57b71e31-7fca-4f6c-a96e-546ad103544f\", \"0003f878-102f-42cb-b13d-c458038d8271\", \"8324f54d-e954-41fd-a696-c092a44bbac9\"], \"total_duration\": 2169.0, \"total_sessions\": 9, \"mean_week_duration\": 13.994}, \"36020\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-17 16:01:07.000000+00:00\", \"2019-06-10 10:14:03.000000+00:00\", \"2022-10-10 17:49:48.000000+00:00\", \"2022-11-11 08:48:37.000000+00:00\", \"2021-09-08 00:01:57.000000+00:00\", \"2019-05-27 13:09:39.000000+00:00\", \"2021-07-06 10:43:05.000000+00:00\"], \"session_ids\": [\"ff757d8b-54c1-4a22-80ce-29214866ac88\", \"49a92044-0267-4f5f-9089-1f358d0d45b2\", \"728a5279-3134-49cf-96e1-451a1a9a8d99\", \"4d71410e-a823-494f-acf5-0f560872969f\", \"db641460-c8f3-481b-8da4-3b21d355e28d\", \"21958a56-8223-4d4b-b59a-6a769b7640be\", \"509b973e-8353-4d0b-9390-d2cfeb6cfe25\"], \"total_duration\": 8679.0, \"total_sessions\": 7, \"mean_week_duration\": 47.95}, \"64037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-04-29 22:06:25.000000+00:00\", \"2020-01-30 06:40:38.000000+00:00\", \"2019-11-03 16:20:54.000000+00:00\", \"2019-08-12 18:31:59.000000+00:00\"], \"session_ids\": [\"1951f1ea-e2b6-436e-889d-d752ea1e6bc0\", \"4f765f47-de99-4cb4-be1e-7e18b954559d\", \"cfa29e08-0240-445c-8d5a-2e19ba4c8b20\", \"12eb9bd5-a9d0-40ca-a173-b67c3d6bf9de\"], \"total_duration\": 239.0, \"total_sessions\": 4, \"mean_week_duration\": 2.656}, \"2997\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-13 18:01:49.000000+00:00\", \"2020-04-17 02:37:14.000000+00:00\", \"2022-01-02 01:27:48.000000+00:00\"], \"session_ids\": [\"fefa3e8d-4b2b-486f-85ed-7087fb9d9ed4\", \"5f36bb6b-aa10-426c-b045-6b4859005cdf\", \"f07add29-4ced-4d15-9ab3-6a58333c6384\"], \"total_duration\": 117.0, \"total_sessions\": 3, \"mean_week_duration\": 1.045}, \"6537\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-23 16:35:21.000000+00:00\", \"2022-06-24 20:28:53.000000+00:00\", \"2021-10-06 03:42:14.000000+00:00\", \"2021-08-12 10:24:42.000000+00:00\", \"2021-05-13 14:03:07.000000+00:00\", \"2023-04-26 07:04:17.000000+00:00\", \"2019-03-18 07:40:14.000000+00:00\", \"2019-04-16 07:38:52.000000+00:00\"], \"session_ids\": [\"735af5ea-2ec2-4e56-850e-2de6c4cd936b\", \"82414af8-cc58-43a9-a75f-cf0df96e1c0c\", \"f288d7f6-36a1-44b5-aee5-aac678c5630e\", \"ba5f1fdd-da49-4f37-9f8d-c230ae6d258b\", \"f18a568b-40af-40d8-8ec1-d658fb82b565\", \"eeefa28b-2359-43b8-99c1-eed17c846c89\", \"ba63a836-5302-4857-8577-65f5c49af321\", \"23415793-0cdb-4a14-93e3-29454b3d50fd\"], \"total_duration\": 3865.0, \"total_sessions\": 8, \"mean_week_duration\": 17.977}, \"72647\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-18 06:33:51.000000+00:00\", \"2022-10-23 11:37:07.000000+00:00\", \"2021-05-01 20:06:18.000000+00:00\", \"2020-07-07 17:08:26.000000+00:00\", \"2019-10-23 06:30:42.000000+00:00\", \"2020-03-23 07:15:21.000000+00:00\", \"2020-02-16 21:54:23.000000+00:00\", \"2019-01-14 09:41:15.000000+00:00\", \"2022-04-11 07:39:06.000000+00:00\", \"2021-01-16 01:04:44.000000+00:00\"], \"session_ids\": [\"f8745bd1-2e32-401d-af43-f41786d5924c\", \"720d387c-37d5-48ca-ac9d-ab258a91047d\", \"143cd98b-86de-48fd-9054-0aa72e969994\", \"a12b65ad-f1c6-4574-b880-fddaa84b489c\", \"a3423ee2-bb26-41d3-9da6-17dbe5c8a052\", \"33384be0-0061-4475-b29e-b6baa2a82aea\", \"2abcc5e1-c52a-4dab-9179-b1d7394be2e6\", \"acb85824-c70e-4c74-8bca-917485b84453\", \"1cf54f8b-56ed-4656-b81f-91f717eca1e0\", \"a3d5e83d-0c7c-4cc9-83e7-ceabab10f9df\"], \"total_duration\": 7659.0, \"total_sessions\": 10, \"mean_week_duration\": 38.878}, \"85731\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-01-30 09:07:44.000000+00:00\", \"2023-06-07 22:37:50.000000+00:00\"], \"session_ids\": [\"ec00e2ad-c2ef-447b-9e43-90de4e47ecce\", \"12800081-9ae8-47e7-834a-affe2358ccd6\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 4.947}, \"50283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-14 00:07:09.000000+00:00\", \"2023-05-14 10:36:13.000000+00:00\", \"2022-07-16 08:59:11.000000+00:00\"], \"session_ids\": [\"f4aac721-2b83-4140-a28e-cf548f9b50ef\", \"3ecf8c8f-6fc4-4928-bdc7-77b26262d27c\", \"eb27f1f4-ad95-4361-8549-c3c099620fac\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 3.135}, \"44010\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-09-24 12:59:35.000000+00:00\", \"2022-04-04 23:04:34.000000+00:00\"], \"session_ids\": [\"910bf956-f077-45be-90b1-360d7e4b25bc\", \"d48c4a5c-3f22-46a2-b8a4-589f6a11bc1c\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 2.321}, \"29751\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-25 08:53:18.000000+00:00\", \"2020-02-22 13:07:36.000000+00:00\"], \"session_ids\": [\"34b10cab-0631-4725-a353-4fa3c8d61a28\", \"bff5842d-e9a6-495a-9e41-679b3c5d19fb\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 6.456}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 908 and are greater than 3573"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[908, 3573]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-04-29 22:06:25.000000+00:00\", \"2020-01-30 06:40:38.000000+00:00\", \"2019-11-03 16:20:54.000000+00:00\", \"2019-08-12 18:31:59.000000+00:00\"], \"session_ids\": [\"1951f1ea-e2b6-436e-889d-d752ea1e6bc0\", \"4f765f47-de99-4cb4-be1e-7e18b954559d\", \"cfa29e08-0240-445c-8d5a-2e19ba4c8b20\", \"12eb9bd5-a9d0-40ca-a173-b67c3d6bf9de\"], \"total_duration\": 239.0, \"total_sessions\": 4, \"mean_week_duration\": 2.656}, \"2997\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-13 18:01:49.000000+00:00\", \"2020-04-17 02:37:14.000000+00:00\", \"2022-01-02 01:27:48.000000+00:00\"], \"session_ids\": [\"fefa3e8d-4b2b-486f-85ed-7087fb9d9ed4\", \"5f36bb6b-aa10-426c-b045-6b4859005cdf\", \"f07add29-4ced-4d15-9ab3-6a58333c6384\"], \"total_duration\": 117.0, \"total_sessions\": 3, \"mean_week_duration\": 1.045}, \"85731\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-01-30 09:07:44.000000+00:00\", \"2023-06-07 22:37:50.000000+00:00\"], \"session_ids\": [\"ec00e2ad-c2ef-447b-9e43-90de4e47ecce\", \"12800081-9ae8-47e7-834a-affe2358ccd6\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 4.947}, \"50283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-14 00:07:09.000000+00:00\", \"2023-05-14 10:36:13.000000+00:00\", \"2022-07-16 08:59:11.000000+00:00\"], \"session_ids\": [\"f4aac721-2b83-4140-a28e-cf548f9b50ef\", \"3ecf8c8f-6fc4-4928-bdc7-77b26262d27c\", \"eb27f1f4-ad95-4361-8549-c3c099620fac\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 3.135}, \"44010\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-09-24 12:59:35.000000+00:00\", \"2022-04-04 23:04:34.000000+00:00\"], \"session_ids\": [\"910bf956-f077-45be-90b1-360d7e4b25bc\", \"d48c4a5c-3f22-46a2-b8a4-589f6a11bc1c\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 2.321}, \"29751\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-25 08:53:18.000000+00:00\", \"2020-02-22 13:07:36.000000+00:00\"], \"session_ids\": [\"34b10cab-0631-4725-a353-4fa3c8d61a28\", \"bff5842d-e9a6-495a-9e41-679b3c5d19fb\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 6.456}, \"36020\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-17 16:01:07.000000+00:00\", \"2019-06-10 10:14:03.000000+00:00\", \"2022-10-10 17:49:48.000000+00:00\", \"2022-11-11 08:48:37.000000+00:00\", \"2021-09-08 00:01:57.000000+00:00\", \"2019-05-27 13:09:39.000000+00:00\", \"2021-07-06 10:43:05.000000+00:00\"], \"session_ids\": [\"ff757d8b-54c1-4a22-80ce-29214866ac88\", \"49a92044-0267-4f5f-9089-1f358d0d45b2\", \"728a5279-3134-49cf-96e1-451a1a9a8d99\", \"4d71410e-a823-494f-acf5-0f560872969f\", \"db641460-c8f3-481b-8da4-3b21d355e28d\", \"21958a56-8223-4d4b-b59a-6a769b7640be\", \"509b973e-8353-4d0b-9390-d2cfeb6cfe25\"], \"total_duration\": 8679.0, \"total_sessions\": 7, \"mean_week_duration\": 47.95}, \"6537\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-23 16:35:21.000000+00:00\", \"2022-06-24 20:28:53.000000+00:00\", \"2021-10-06 03:42:14.000000+00:00\", \"2021-08-12 10:24:42.000000+00:00\", \"2021-05-13 14:03:07.000000+00:00\", \"2023-04-26 07:04:17.000000+00:00\", \"2019-03-18 07:40:14.000000+00:00\", \"2019-04-16 07:38:52.000000+00:00\"], \"session_ids\": [\"735af5ea-2ec2-4e56-850e-2de6c4cd936b\", \"82414af8-cc58-43a9-a75f-cf0df96e1c0c\", \"f288d7f6-36a1-44b5-aee5-aac678c5630e\", \"ba5f1fdd-da49-4f37-9f8d-c230ae6d258b\", \"f18a568b-40af-40d8-8ec1-d658fb82b565\", \"eeefa28b-2359-43b8-99c1-eed17c846c89\", \"ba63a836-5302-4857-8577-65f5c49af321\", \"23415793-0cdb-4a14-93e3-29454b3d50fd\"], \"total_duration\": 3865.0, \"total_sessions\": 8, \"mean_week_duration\": 17.977}, \"72647\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-18 06:33:51.000000+00:00\", \"2022-10-23 11:37:07.000000+00:00\", \"2021-05-01 20:06:18.000000+00:00\", \"2020-07-07 17:08:26.000000+00:00\", \"2019-10-23 06:30:42.000000+00:00\", \"2020-03-23 07:15:21.000000+00:00\", \"2020-02-16 21:54:23.000000+00:00\", \"2019-01-14 09:41:15.000000+00:00\", \"2022-04-11 07:39:06.000000+00:00\", \"2021-01-16 01:04:44.000000+00:00\"], \"session_ids\": [\"f8745bd1-2e32-401d-af43-f41786d5924c\", \"720d387c-37d5-48ca-ac9d-ab258a91047d\", \"143cd98b-86de-48fd-9054-0aa72e969994\", \"a12b65ad-f1c6-4574-b880-fddaa84b489c\", \"a3423ee2-bb26-41d3-9da6-17dbe5c8a052\", \"33384be0-0061-4475-b29e-b6baa2a82aea\", \"2abcc5e1-c52a-4dab-9179-b1d7394be2e6\", \"acb85824-c70e-4c74-8bca-917485b84453\", \"1cf54f8b-56ed-4656-b81f-91f717eca1e0\", \"a3d5e83d-0c7c-4cc9-83e7-ceabab10f9df\"], \"total_duration\": 7659.0, \"total_sessions\": 10, \"mean_week_duration\": 38.878}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36020\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-17 16:01:07.000000+00:00\", \"2019-06-10 10:14:03.000000+00:00\", \"2022-10-10 17:49:48.000000+00:00\", \"2022-11-11 08:48:37.000000+00:00\", \"2021-09-08 00:01:57.000000+00:00\", \"2019-05-27 13:09:39.000000+00:00\", \"2021-07-06 10:43:05.000000+00:00\"], \"session_ids\": [\"ff757d8b-54c1-4a22-80ce-29214866ac88\", \"49a92044-0267-4f5f-9089-1f358d0d45b2\", \"728a5279-3134-49cf-96e1-451a1a9a8d99\", \"4d71410e-a823-494f-acf5-0f560872969f\", \"db641460-c8f3-481b-8da4-3b21d355e28d\", \"21958a56-8223-4d4b-b59a-6a769b7640be\", \"509b973e-8353-4d0b-9390-d2cfeb6cfe25\"], \"total_duration\": 8679.0, \"total_sessions\": 7, \"mean_week_duration\": 47.95}}, {\"72647\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-18 06:33:51.000000+00:00\", \"2022-10-23 11:37:07.000000+00:00\", \"2021-05-01 20:06:18.000000+00:00\", \"2020-07-07 17:08:26.000000+00:00\", \"2019-10-23 06:30:42.000000+00:00\", \"2020-03-23 07:15:21.000000+00:00\", \"2020-02-16 21:54:23.000000+00:00\", \"2019-01-14 09:41:15.000000+00:00\", \"2022-04-11 07:39:06.000000+00:00\", \"2021-01-16 01:04:44.000000+00:00\"], \"session_ids\": [\"f8745bd1-2e32-401d-af43-f41786d5924c\", \"720d387c-37d5-48ca-ac9d-ab258a91047d\", \"143cd98b-86de-48fd-9054-0aa72e969994\", \"a12b65ad-f1c6-4574-b880-fddaa84b489c\", \"a3423ee2-bb26-41d3-9da6-17dbe5c8a052\", \"33384be0-0061-4475-b29e-b6baa2a82aea\", \"2abcc5e1-c52a-4dab-9179-b1d7394be2e6\", \"acb85824-c70e-4c74-8bca-917485b84453\", \"1cf54f8b-56ed-4656-b81f-91f717eca1e0\", \"a3d5e83d-0c7c-4cc9-83e7-ceabab10f9df\"], \"total_duration\": 7659.0, \"total_sessions\": 10, \"mean_week_duration\": 38.878}}, {\"6537\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-23 16:35:21.000000+00:00\", \"2022-06-24 20:28:53.000000+00:00\", \"2021-10-06 03:42:14.000000+00:00\", \"2021-08-12 10:24:42.000000+00:00\", \"2021-05-13 14:03:07.000000+00:00\", \"2023-04-26 07:04:17.000000+00:00\", \"2019-03-18 07:40:14.000000+00:00\", \"2019-04-16 07:38:52.000000+00:00\"], \"session_ids\": [\"735af5ea-2ec2-4e56-850e-2de6c4cd936b\", \"82414af8-cc58-43a9-a75f-cf0df96e1c0c\", \"f288d7f6-36a1-44b5-aee5-aac678c5630e\", \"ba5f1fdd-da49-4f37-9f8d-c230ae6d258b\", \"f18a568b-40af-40d8-8ec1-d658fb82b565\", \"eeefa28b-2359-43b8-99c1-eed17c846c89\", \"ba63a836-5302-4857-8577-65f5c49af321\", \"23415793-0cdb-4a14-93e3-29454b3d50fd\"], \"total_duration\": 3865.0, \"total_sessions\": 8, \"mean_week_duration\": 17.977}}, {\"29751\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-25 08:53:18.000000+00:00\", \"2020-02-22 13:07:36.000000+00:00\"], \"session_ids\": [\"34b10cab-0631-4725-a353-4fa3c8d61a28\", \"bff5842d-e9a6-495a-9e41-679b3c5d19fb\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 6.456}}, {\"85731\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-01-30 09:07:44.000000+00:00\", \"2023-06-07 22:37:50.000000+00:00\"], \"session_ids\": [\"ec00e2ad-c2ef-447b-9e43-90de4e47ecce\", \"12800081-9ae8-47e7-834a-affe2358ccd6\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 4.947}}, {\"50283\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-14 00:07:09.000000+00:00\", \"2023-05-14 10:36:13.000000+00:00\", \"2022-07-16 08:59:11.000000+00:00\"], \"session_ids\": [\"f4aac721-2b83-4140-a28e-cf548f9b50ef\", \"3ecf8c8f-6fc4-4928-bdc7-77b26262d27c\", \"eb27f1f4-ad95-4361-8549-c3c099620fac\"], \"total_duration\": 232.0, \"total_sessions\": 3, \"mean_week_duration\": 3.135}}, {\"64037\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-04-29 22:06:25.000000+00:00\", \"2020-01-30 06:40:38.000000+00:00\", \"2019-11-03 16:20:54.000000+00:00\", \"2019-08-12 18:31:59.000000+00:00\"], \"session_ids\": [\"1951f1ea-e2b6-436e-889d-d752ea1e6bc0\", \"4f765f47-de99-4cb4-be1e-7e18b954559d\", \"cfa29e08-0240-445c-8d5a-2e19ba4c8b20\", \"12eb9bd5-a9d0-40ca-a173-b67c3d6bf9de\"], \"total_duration\": 239.0, \"total_sessions\": 4, \"mean_week_duration\": 2.656}}, {\"44010\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-09-24 12:59:35.000000+00:00\", \"2022-04-04 23:04:34.000000+00:00\"], \"session_ids\": [\"910bf956-f077-45be-90b1-360d7e4b25bc\", \"d48c4a5c-3f22-46a2-b8a4-589f6a11bc1c\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 2.321}}, {\"2997\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-13 18:01:49.000000+00:00\", \"2020-04-17 02:37:14.000000+00:00\", \"2022-01-02 01:27:48.000000+00:00\"], \"session_ids\": [\"fefa3e8d-4b2b-486f-85ed-7087fb9d9ed4\", \"5f36bb6b-aa10-426c-b045-6b4859005cdf\", \"f07add29-4ced-4d15-9ab3-6a58333c6384\"], \"total_duration\": 117.0, \"total_sessions\": 3, \"mean_week_duration\": 1.045}}]\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[{\"36020\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-17 16:01:07.000000+00:00\", \"2019-06-10 10:14:03.000000+00:00\", \"2022-10-10 17:49:48.000000+00:00\", \"2022-11-11 08:48:37.000000+00:00\", \"2021-09-08 00:01:57.000000+00:00\", \"2019-05-27 13:09:39.000000+00:00\", \"2021-07-06 10:43:05.000000+00:00\"], \"session_ids\": [\"ff757d8b-54c1-4a22-80ce-29214866ac88\", \"49a92044-0267-4f5f-9089-1f358d0d45b2\", \"728a5279-3134-49cf-96e1-451a1a9a8d99\", \"4d71410e-a823-494f-acf5-0f560872969f\", \"db641460-c8f3-481b-8da4-3b21d355e28d\", \"21958a56-8223-4d4b-b59a-6a769b7640be\", \"509b973e-8353-4d0b-9390-d2cfeb6cfe25\"], \"total_duration\": 8679.0, \"total_sessions\": 7, \"mean_week_duration\": 47.95}}]\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[{\"36020\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-17 16:01:07.000000+00:00\", \"2019-06-10 10:14:03.000000+00:00\", \"2022-10-10 17:49:48.000000+00:00\", \"2022-11-11 08:48:37.000000+00:00\", \"2021-09-08 00:01:57.000000+00:00\", \"2019-05-27 13:09:39.000000+00:00\", \"2021-07-06 10:43:05.000000+00:00\"], \"session_ids\": [\"ff757d8b-54c1-4a22-80ce-29214866ac88\", \"49a92044-0267-4f5f-9089-1f358d0d45b2\", \"728a5279-3134-49cf-96e1-451a1a9a8d99\", \"4d71410e-a823-494f-acf5-0f560872969f\", \"db641460-c8f3-481b-8da4-3b21d355e28d\", \"21958a56-8223-4d4b-b59a-6a769b7640be\", \"509b973e-8353-4d0b-9390-d2cfeb6cfe25\"], \"total_duration\": 8679.0, \"total_sessions\": 7, \"mean_week_duration\": 47.95}}]\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 4 users with a site usage time that is above 1382 and below 3230, exclusive both nums + put to use sorting by sessions total from the largest to the smallest."
}
] |
[
{
"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{\"16389\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-02-24 00:08:05.000000+00:00\", \"2021-09-28 19:43:06.000000+00:00\", \"2020-02-03 07:06:41.000000+00:00\", \"2022-07-10 10:29:04.000000+00:00\"], \"session_ids\": [\"352d5174-98e5-44ab-ba96-76d63106209f\", \"4b1d47eb-c146-437b-88ca-43144cdc9c2c\", \"a28fb12b-3d4d-42c8-a96d-25c7fdf4959a\", \"22471f7f-2fd2-4999-bfc5-2c69743f0210\"], \"total_duration\": 103.0, \"total_sessions\": 4, \"mean_week_duration\": 0.811}, \"80585\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-11 19:35:21.000000+00:00\", \"2019-03-06 05:45:27.000000+00:00\", \"2020-04-06 09:20:40.000000+00:00\", \"2020-01-05 07:00:16.000000+00:00\"], \"session_ids\": [\"05613064-7756-459d-8c1b-ef0ac8e5f097\", \"b152988a-63bc-43a3-86f4-748561f7cdbf\", \"2f0ff9ac-3116-433c-b069-c2895397de47\", \"5af7fbb3-582a-4846-a75b-396a0d64be26\"], \"total_duration\": 635.0, \"total_sessions\": 4, \"mean_week_duration\": 3.451}, \"25162\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-13 01:05:32.000000+00:00\", \"2019-02-05 02:11:04.000000+00:00\", \"2022-09-20 07:12:22.000000+00:00\", \"2019-02-02 22:55:19.000000+00:00\"], \"session_ids\": [\"a4f3d7c8-c69e-4d7f-9476-8d467c7ceb34\", \"0f3045ba-e5ad-440b-87f4-4250d61de1b5\", \"13623d19-3682-4ddb-a318-9b4ab99138cc\", \"4eb67e9b-2cee-4ba8-a914-6747317e48b2\"], \"total_duration\": 291.0, \"total_sessions\": 4, \"mean_week_duration\": 1.532}, \"79800\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-08 04:33:47.000000+00:00\", \"2022-11-28 13:23:41.000000+00:00\"], \"session_ids\": [\"de9e160e-a23b-4ec4-aabb-679e41388ed6\", \"f272a080-ff23-4121-b9e4-948f8b6c83b1\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.38}, \"21038\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-01-24 16:42:46.000000+00:00\", \"2020-05-22 00:53:52.000000+00:00\"], \"session_ids\": [\"979b5011-7df1-48d7-92a9-2621c4303d10\", \"4dbd2052-c5c0-4486-8b22-8fe9aa9a9a4f\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 9.056}, \"52001\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-01-27 13:19:10.000000+00:00\", \"2022-01-14 21:05:00.000000+00:00\"], \"session_ids\": [\"8f2d8bbb-a49e-4cd0-b505-406f2cc50177\", \"c9a4e915-f26b-4386-8df1-6b4c7312069c\"], \"total_duration\": 256.0, \"total_sessions\": 2, \"mean_week_duration\": 2.485}, \"13868\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"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\": \"Guatemala City\", \"datetimes\": [\"2022-12-19 18:06:13.000000+00:00\", \"2020-03-03 22:49:26.000000+00:00\", \"2020-04-29 04:38:14.000000+00:00\", \"2019-02-14 13:58:18.000000+00:00\", \"2021-01-10 16:29:51.000000+00:00\", \"2019-01-24 04:36:17.000000+00:00\"], \"session_ids\": [\"010e6aa9-3d6c-4844-9a4d-9494e3ed342a\", \"9bd48a01-1f95-4746-8104-f0d179551f5e\", \"d4c66225-de24-4f45-a52a-831b218be05e\", \"2ec500f1-9b79-4133-b108-0d2b100b96a2\", \"8bc0d858-6588-46ee-ab1f-2baeb8eba774\", \"170e2aa7-1e8a-440b-a4d4-09f87ea65294\"], \"total_duration\": 5593.0, \"total_sessions\": 6, \"mean_week_duration\": 27.417}, \"88149\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-09-15 11:12:34.000000+00:00\", \"2020-04-14 06:40:52.000000+00:00\", \"2019-02-10 23:58:09.000000+00:00\"], \"session_ids\": [\"f2955b12-5a29-4fe1-be6f-d441e1316a18\", \"41e7d015-9d6e-4737-90bd-91db2800ad1a\", \"d618ae0c-1b93-4192-a420-85c51384c6e8\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.512}, \"91572\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-01 06:21:48.000000+00:00\", \"2019-09-30 21:05:13.000000+00:00\", \"2021-08-31 16:27:53.000000+00:00\"], \"session_ids\": [\"c1eee544-27d4-46c1-8083-b4f9d47bf1f9\", \"2d705480-1830-455c-8cdc-1414f7f45a79\", \"b207ea9e-4f13-4ba8-8904-0f25301843e5\"], \"total_duration\": 346.0, \"total_sessions\": 3, \"mean_week_duration\": 1.977}, \"16189\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-02 11:04:09.000000+00:00\", \"2019-04-29 09:04:16.000000+00:00\", \"2021-11-18 23:57:45.000000+00:00\", \"2021-04-11 21:37:40.000000+00:00\", \"2021-06-02 12:03:48.000000+00:00\"], \"session_ids\": [\"09e4d046-ed45-485a-b5bc-5f10f935a8a5\", \"6efa7a5d-e273-4737-a450-f03bd48e3e42\", \"2a7626cb-41fc-4cd3-8775-58778965984e\", \"4b52b2b2-438c-40d8-92ae-261c701a7cf7\", \"275ceb74-3ca5-4d28-a24c-27d66ad9a97e\"], \"total_duration\": 515.0, \"total_sessions\": 5, \"mean_week_duration\": 3.843}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 1382 and are less than 3230"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1382, 3230]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 6 users pieces of information who have sum of duration greater than 1071 additionaly perform sorting by time spent on the site in asc order , moreover save only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37753\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-25 17:51:06.000000+00:00\", \"2019-06-23 11:45:10.000000+00:00\", \"2021-07-15 21:36:24.000000+00:00\"], \"session_ids\": [\"0f3318d3-4722-4bd8-af33-7180972e8e74\", \"d1884c0c-1956-4ae0-a775-e1fe7d63b346\", \"a8d69a70-dd6d-4de3-83ff-f553fd03fd48\"], \"total_duration\": 73.0, \"total_sessions\": 3, \"mean_week_duration\": 0.408}, \"40340\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-20 21:52:09.000000+00:00\", \"2022-11-06 04:58:05.000000+00:00\", \"2021-02-07 14:18:34.000000+00:00\", \"2022-03-18 05:54:09.000000+00:00\", \"2022-04-03 10:15:53.000000+00:00\", \"2020-05-26 19:35:00.000000+00:00\", \"2020-02-28 16:59:12.000000+00:00\", \"2022-08-21 04:09:41.000000+00:00\"], \"session_ids\": [\"ee644205-8924-4eca-81da-05f7e26e8ad3\", \"beb0fc9e-a15a-463e-9123-68914b1a1d6c\", \"7941e8ba-581a-4d3f-a58c-e5f2db560955\", \"a673dbc6-ed0c-4257-aaa4-fab11835858d\", \"391eb7c4-e56c-499d-bd49-94e78202128a\", \"9097fd77-3cc8-4574-8ed1-de0dc8432f5f\", \"d3476958-7aac-4dc4-b1b5-eaf0eaafa1e8\", \"10c18562-8b85-4077-8ebe-7e57f053fa7f\"], \"total_duration\": 1011.0, \"total_sessions\": 8, \"mean_week_duration\": 7.17}, \"28629\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-08-31 08:25:42.000000+00:00\", \"2021-06-03 00:16:09.000000+00:00\", \"2021-12-27 03:21:49.000000+00:00\"], \"session_ids\": [\"f4cf235b-424b-4a84-80f5-1136925c00a8\", \"b1831615-c135-4720-8103-3d5109bf40e9\", \"f62269d2-f1d0-4509-9a4b-c1e730685642\"], \"total_duration\": 674.0, \"total_sessions\": 3, \"mean_week_duration\": 5.525}, \"50378\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-26 03:10:33.000000+00:00\", \"2021-07-29 19:35:54.000000+00:00\", \"2020-02-01 23:13:25.000000+00:00\", \"2019-02-02 10:00:46.000000+00:00\", \"2021-08-27 17:49:23.000000+00:00\"], \"session_ids\": [\"c3fd20fe-3359-4e20-9a1d-54ddd5465936\", \"2a24949f-f58f-4f2d-9240-564257ecaeab\", \"50fbbac0-e67d-4aab-944c-1ecb88a97eeb\", \"3d4a6d2e-d82f-482f-ab20-ee1d49652a73\", \"5da8b879-3a55-4f3f-ab98-ccde21b57a17\"], \"total_duration\": 1228.0, \"total_sessions\": 5, \"mean_week_duration\": 9.164}, \"18679\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-01-04 05:47:59.000000+00:00\", \"2021-02-27 12:03:31.000000+00:00\"], \"session_ids\": [\"d9254327-0158-4424-a21d-180eb4c174eb\", \"4227d255-90da-4cb7-ab67-b361f92d9bf8\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.735}, \"37980\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-18 21:48:03.000000+00:00\", \"2021-11-01 11:59:10.000000+00:00\"], \"session_ids\": [\"819b4c58-d0ac-4db5-9396-4a99c567ce86\", \"678958b6-0bb0-4834-b006-359b5c7f4ceb\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}, \"57127\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-12-31 20:08:32.000000+00:00\", \"2021-04-07 16:23:34.000000+00:00\"], \"session_ids\": [\"c24bf95f-5157-4af4-842a-1c4948442f37\", \"22d73660-e0d0-4e4a-9966-63cde5655c37\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 1.848}, \"98220\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-28 21:56:10.000000+00:00\", \"2023-05-15 21:35:48.000000+00:00\"], \"session_ids\": [\"59f4d290-99c9-4bb3-8cb7-91f0da272669\", \"0df450b7-1d5b-48ae-85f8-449fd59f481d\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 2.524}, \"98380\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-13 04:44:20.000000+00:00\", \"2023-06-02 04:56:34.000000+00:00\", \"2020-01-15 08:38:47.000000+00:00\", \"2020-07-07 20:39:14.000000+00:00\", \"2022-12-14 20:37:08.000000+00:00\", \"2020-02-12 20:16:12.000000+00:00\", \"2020-09-02 19:05:21.000000+00:00\", \"2022-02-25 11:32:17.000000+00:00\"], \"session_ids\": [\"2a4fcd8e-a42b-42bd-a03f-9beab2d74d57\", \"637d62a1-c3ea-4a45-8e01-b328818a6a57\", \"ce49ee36-e744-46bb-9966-476a29d995bc\", \"d3cedf81-d52c-408a-a433-9129b84aa53f\", \"44cbaa52-51e3-4146-ace8-2f075e345b6e\", \"36af64c8-cf1e-4b79-9e8a-4480cfaf0a77\", \"b7fa2302-11ae-4369-90cd-1931a96309e1\", \"081d07cc-1825-4b3a-a5b4-3f8e634e198a\"], \"total_duration\": 18373.0, \"total_sessions\": 8, \"mean_week_duration\": 103.802}, \"22513\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-03-21 07:22:07.000000+00:00\", \"2020-11-12 10:25:02.000000+00:00\"], \"session_ids\": [\"20767483-b76f-46f0-bdde-2362035233fa\", \"a502f530-029b-4357-9a14-d95251b70a41\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 1.349}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or greater than 1071"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[1071, 4618]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50378\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-26 03:10:33.000000+00:00\", \"2021-07-29 19:35:54.000000+00:00\", \"2020-02-01 23:13:25.000000+00:00\", \"2019-02-02 10:00:46.000000+00:00\", \"2021-08-27 17:49:23.000000+00:00\"], \"session_ids\": [\"c3fd20fe-3359-4e20-9a1d-54ddd5465936\", \"2a24949f-f58f-4f2d-9240-564257ecaeab\", \"50fbbac0-e67d-4aab-944c-1ecb88a97eeb\", \"3d4a6d2e-d82f-482f-ab20-ee1d49652a73\", \"5da8b879-3a55-4f3f-ab98-ccde21b57a17\"], \"total_duration\": 1228.0, \"total_sessions\": 5, \"mean_week_duration\": 9.164}, \"98380\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-13 04:44:20.000000+00:00\", \"2023-06-02 04:56:34.000000+00:00\", \"2020-01-15 08:38:47.000000+00:00\", \"2020-07-07 20:39:14.000000+00:00\", \"2022-12-14 20:37:08.000000+00:00\", \"2020-02-12 20:16:12.000000+00:00\", \"2020-09-02 19:05:21.000000+00:00\", \"2022-02-25 11:32:17.000000+00:00\"], \"session_ids\": [\"2a4fcd8e-a42b-42bd-a03f-9beab2d74d57\", \"637d62a1-c3ea-4a45-8e01-b328818a6a57\", \"ce49ee36-e744-46bb-9966-476a29d995bc\", \"d3cedf81-d52c-408a-a433-9129b84aa53f\", \"44cbaa52-51e3-4146-ace8-2f075e345b6e\", \"36af64c8-cf1e-4b79-9e8a-4480cfaf0a77\", \"b7fa2302-11ae-4369-90cd-1931a96309e1\", \"081d07cc-1825-4b3a-a5b4-3f8e634e198a\"], \"total_duration\": 18373.0, \"total_sessions\": 8, \"mean_week_duration\": 103.802}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"50378\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-26 03:10:33.000000+00:00\", \"2021-07-29 19:35:54.000000+00:00\", \"2020-02-01 23:13:25.000000+00:00\", \"2019-02-02 10:00:46.000000+00:00\", \"2021-08-27 17:49:23.000000+00:00\"], \"session_ids\": [\"c3fd20fe-3359-4e20-9a1d-54ddd5465936\", \"2a24949f-f58f-4f2d-9240-564257ecaeab\", \"50fbbac0-e67d-4aab-944c-1ecb88a97eeb\", \"3d4a6d2e-d82f-482f-ab20-ee1d49652a73\", \"5da8b879-3a55-4f3f-ab98-ccde21b57a17\"], \"total_duration\": 1228.0, \"total_sessions\": 5, \"mean_week_duration\": 9.164}}, {\"98380\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-13 04:44:20.000000+00:00\", \"2023-06-02 04:56:34.000000+00:00\", \"2020-01-15 08:38:47.000000+00:00\", \"2020-07-07 20:39:14.000000+00:00\", \"2022-12-14 20:37:08.000000+00:00\", \"2020-02-12 20:16:12.000000+00:00\", \"2020-09-02 19:05:21.000000+00:00\", \"2022-02-25 11:32:17.000000+00:00\"], \"session_ids\": [\"2a4fcd8e-a42b-42bd-a03f-9beab2d74d57\", \"637d62a1-c3ea-4a45-8e01-b328818a6a57\", \"ce49ee36-e744-46bb-9966-476a29d995bc\", \"d3cedf81-d52c-408a-a433-9129b84aa53f\", \"44cbaa52-51e3-4146-ace8-2f075e345b6e\", \"36af64c8-cf1e-4b79-9e8a-4480cfaf0a77\", \"b7fa2302-11ae-4369-90cd-1931a96309e1\", \"081d07cc-1825-4b3a-a5b4-3f8e634e198a\"], \"total_duration\": 18373.0, \"total_sessions\": 8, \"mean_week_duration\": 103.802}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"50378\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-26 03:10:33.000000+00:00\", \"2021-07-29 19:35:54.000000+00:00\", \"2020-02-01 23:13:25.000000+00:00\", \"2019-02-02 10:00:46.000000+00:00\", \"2021-08-27 17:49:23.000000+00:00\"], \"session_ids\": [\"c3fd20fe-3359-4e20-9a1d-54ddd5465936\", \"2a24949f-f58f-4f2d-9240-564257ecaeab\", \"50fbbac0-e67d-4aab-944c-1ecb88a97eeb\", \"3d4a6d2e-d82f-482f-ab20-ee1d49652a73\", \"5da8b879-3a55-4f3f-ab98-ccde21b57a17\"], \"total_duration\": 1228.0, \"total_sessions\": 5, \"mean_week_duration\": 9.164}}, {\"98380\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-13 04:44:20.000000+00:00\", \"2023-06-02 04:56:34.000000+00:00\", \"2020-01-15 08:38:47.000000+00:00\", \"2020-07-07 20:39:14.000000+00:00\", \"2022-12-14 20:37:08.000000+00:00\", \"2020-02-12 20:16:12.000000+00:00\", \"2020-09-02 19:05:21.000000+00:00\", \"2022-02-25 11:32:17.000000+00:00\"], \"session_ids\": [\"2a4fcd8e-a42b-42bd-a03f-9beab2d74d57\", \"637d62a1-c3ea-4a45-8e01-b328818a6a57\", \"ce49ee36-e744-46bb-9966-476a29d995bc\", \"d3cedf81-d52c-408a-a433-9129b84aa53f\", \"44cbaa52-51e3-4146-ace8-2f075e345b6e\", \"36af64c8-cf1e-4b79-9e8a-4480cfaf0a77\", \"b7fa2302-11ae-4369-90cd-1931a96309e1\", \"081d07cc-1825-4b3a-a5b4-3f8e634e198a\"], \"total_duration\": 18373.0, \"total_sessions\": 8, \"mean_week_duration\": 103.802}}]\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[{\"50378\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-26 03:10:33.000000+00:00\", \"2021-07-29 19:35:54.000000+00:00\", \"2020-02-01 23:13:25.000000+00:00\", \"2019-02-02 10:00:46.000000+00:00\", \"2021-08-27 17:49:23.000000+00:00\"], \"session_ids\": [\"c3fd20fe-3359-4e20-9a1d-54ddd5465936\", \"2a24949f-f58f-4f2d-9240-564257ecaeab\", \"50fbbac0-e67d-4aab-944c-1ecb88a97eeb\", \"3d4a6d2e-d82f-482f-ab20-ee1d49652a73\", \"5da8b879-3a55-4f3f-ab98-ccde21b57a17\"], \"total_duration\": 1228.0, \"total_sessions\": 5, \"mean_week_duration\": 9.164}}, {\"98380\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-07-13 04:44:20.000000+00:00\", \"2023-06-02 04:56:34.000000+00:00\", \"2020-01-15 08:38:47.000000+00:00\", \"2020-07-07 20:39:14.000000+00:00\", \"2022-12-14 20:37:08.000000+00:00\", \"2020-02-12 20:16:12.000000+00:00\", \"2020-09-02 19:05:21.000000+00:00\", \"2022-02-25 11:32:17.000000+00:00\"], \"session_ids\": [\"2a4fcd8e-a42b-42bd-a03f-9beab2d74d57\", \"637d62a1-c3ea-4a45-8e01-b328818a6a57\", \"ce49ee36-e744-46bb-9966-476a29d995bc\", \"d3cedf81-d52c-408a-a433-9129b84aa53f\", \"44cbaa52-51e3-4146-ace8-2f075e345b6e\", \"36af64c8-cf1e-4b79-9e8a-4480cfaf0a77\", \"b7fa2302-11ae-4369-90cd-1931a96309e1\", \"081d07cc-1825-4b3a-a5b4-3f8e634e198a\"], \"total_duration\": 18373.0, \"total_sessions\": 8, \"mean_week_duration\": 103.802}}]\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 6 users who are topmost users based on total time using the app additionaly do sorting by duration summation of sessions per week from the largest to the smallest."
}
] |
[
{
"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{\"92982\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-27 13:23:49.000000+00:00\", \"2020-10-25 23:15:35.000000+00:00\", \"2021-08-02 11:17:12.000000+00:00\"], \"session_ids\": [\"8ed68e3a-0f0d-41d2-8cb2-dee26142c1c6\", \"c21be648-8eb8-4649-9818-83eef404c182\", \"81f6ea24-77cf-4826-88c6-06978ca04d18\"], \"total_duration\": 113.0, \"total_sessions\": 3, \"mean_week_duration\": 2.132}, \"36702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-03 05:34:51.000000+00:00\", \"2020-01-19 09:00:45.000000+00:00\", \"2022-08-16 06:03:16.000000+00:00\", \"2021-11-07 09:38:52.000000+00:00\", \"2019-01-15 19:37:26.000000+00:00\"], \"session_ids\": [\"3f31f771-3dd2-4487-a167-4960e926568e\", \"b460bc7c-5745-445c-b63b-3948f00ceb6c\", \"219ab209-f7f4-45fb-a661-85854bd7df5c\", \"8c57d39b-036c-4e66-ad29-f41ac392f5e7\", \"6a59a560-2717-4c46-9f71-b6c14ff8e0ec\"], \"total_duration\": 560.0, \"total_sessions\": 5, \"mean_week_duration\": 2.995}, \"88632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-23 17:12:01.000000+00:00\", \"2023-01-24 02:09:16.000000+00:00\"], \"session_ids\": [\"999948c7-0ace-429b-89b2-f4ee3cfaedc3\", \"afd471f1-8571-48be-998c-7bbf08af4f2c\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.631}, \"25143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-07 05:43:38.000000+00:00\", \"2020-02-21 10:21:53.000000+00:00\", \"2019-05-04 01:33:37.000000+00:00\", \"2022-05-23 10:56:55.000000+00:00\", \"2019-09-28 20:50:35.000000+00:00\"], \"session_ids\": [\"b7f588b2-1749-45b3-bc58-befa5cd4f1fe\", \"ae20a89f-b02c-4932-a901-8f23c5c2e5c7\", \"b0f4b436-a77a-4f58-881e-3cce148e9633\", \"94439c41-29c5-45f0-948a-a0f798633922\", \"52f90a63-558b-4c94-9b27-269d905e329e\"], \"total_duration\": 1297.0, \"total_sessions\": 5, \"mean_week_duration\": 8.106}, \"49281\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-02 15:37:28.000000+00:00\", \"2019-01-11 23:27:34.000000+00:00\", \"2020-11-08 17:25:56.000000+00:00\"], \"session_ids\": [\"8cb80fb1-c907-48d5-a56d-a90b282a8728\", \"d688ab5f-2e6d-4129-b679-cbaa1a5c04e1\", \"a239baa7-f534-41d0-8807-b0a3fdd9aa57\"], \"total_duration\": 800.0, \"total_sessions\": 3, \"mean_week_duration\": 5.442}, \"91865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-31 04:21:55.000000+00:00\", \"2022-03-11 18:23:58.000000+00:00\", \"2022-07-12 16:31:05.000000+00:00\", \"2020-10-06 18:06:57.000000+00:00\", \"2019-05-16 20:46:33.000000+00:00\", \"2020-08-25 13:32:37.000000+00:00\"], \"session_ids\": [\"0e961c8b-d5ae-4899-862a-00790e758448\", \"37355efa-7f9d-4f7e-bc33-823982031c1e\", \"4a28b8ed-cfe0-4a7a-9b38-38ab2b13309f\", \"fbda093b-ad3d-423c-8b7c-20661293c4e3\", \"743b024a-42cc-4487-8254-be61e29cc81a\", \"c64207db-50fe-47d7-a1c6-afc8757c10ea\"], \"total_duration\": 443.0, \"total_sessions\": 6, \"mean_week_duration\": 2.685}, \"15440\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-05-17 12:52:57.000000+00:00\", \"2021-05-16 03:50:12.000000+00:00\", \"2020-03-20 05:47:19.000000+00:00\", \"2019-04-11 02:26:01.000000+00:00\", \"2019-08-18 15:35:15.000000+00:00\", \"2019-08-02 01:14:34.000000+00:00\"], \"session_ids\": [\"e80e82da-0310-4eaa-bd72-84fd87f9a026\", \"2c984d04-0d51-4e89-bc91-82b92f84ceb2\", \"9bfa492e-bbcb-476e-837b-dafb21c6b9c2\", \"d0a925e9-b4a8-4b52-975c-aa9f4bc326c0\", \"e1577ecd-55e7-48b5-9f23-db282431cf4e\", \"b0de625f-4daa-42b3-81c2-9c1aa0d2a67e\"], \"total_duration\": 440.0, \"total_sessions\": 6, \"mean_week_duration\": 4.0}, \"94457\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-31 05:22:26.000000+00:00\", \"2022-10-05 14:27:13.000000+00:00\", \"2019-10-19 05:37:11.000000+00:00\", \"2020-03-24 10:45:16.000000+00:00\"], \"session_ids\": [\"f447ec38-3cd7-40a4-b3dd-cd58ed33960d\", \"2738c712-63c8-4e5f-a700-6c7c687b087c\", \"13651d5a-3f05-47a2-b1ae-e82b7c782533\", \"ed0e1c0c-bf18-497d-96d3-4e97156b2c8c\"], \"total_duration\": 1801.0, \"total_sessions\": 4, \"mean_week_duration\": 11.619}, \"74042\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-04-15 18:56:45.000000+00:00\", \"2022-02-20 13:40:49.000000+00:00\", \"2020-03-16 06:55:43.000000+00:00\", \"2021-12-20 17:21:43.000000+00:00\", \"2021-03-24 16:36:41.000000+00:00\", \"2022-05-22 00:09:25.000000+00:00\", \"2022-04-18 06:54:50.000000+00:00\", \"2019-03-15 16:37:57.000000+00:00\", \"2021-10-15 06:17:50.000000+00:00\", \"2019-02-02 05:35:11.000000+00:00\"], \"session_ids\": [\"db221d59-a1b7-4989-b140-a54f41f7e2e0\", \"c4715a78-8413-48a3-8ab8-304841997842\", \"c31c41b4-402e-42f9-ad15-1af13d193a55\", \"8317d2eb-af6f-41be-bb31-2cf929a056e8\", \"e045cb26-ff79-4d07-bc01-cd77eb686d6e\", \"e35b510b-4883-48f8-ae80-326a6c30753e\", \"e7933af6-cb18-4ac0-87b5-3ca496f40c8c\", \"12c90f64-2640-4ae6-bb0b-b7d3ef7fdcb5\", \"1d1730ed-f9aa-43e5-b752-6524d1c6213f\", \"161bbbf6-e602-46c4-8790-8d3d73d216d5\"], \"total_duration\": 12414.0, \"total_sessions\": 10, \"mean_week_duration\": 72.174}, \"73016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-30 16:46:43.000000+00:00\", \"2021-02-28 03:13:46.000000+00:00\"], \"session_ids\": [\"7c3c103c-b78b-414f-9989-137e4d2db49d\", \"df4fa9df-fd40-4685-bf52-d6f2ed5906b3\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.404}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 6 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": 6}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"74042\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-04-15 18:56:45.000000+00:00\", \"2022-02-20 13:40:49.000000+00:00\", \"2020-03-16 06:55:43.000000+00:00\", \"2021-12-20 17:21:43.000000+00:00\", \"2021-03-24 16:36:41.000000+00:00\", \"2022-05-22 00:09:25.000000+00:00\", \"2022-04-18 06:54:50.000000+00:00\", \"2019-03-15 16:37:57.000000+00:00\", \"2021-10-15 06:17:50.000000+00:00\", \"2019-02-02 05:35:11.000000+00:00\"], \"session_ids\": [\"db221d59-a1b7-4989-b140-a54f41f7e2e0\", \"c4715a78-8413-48a3-8ab8-304841997842\", \"c31c41b4-402e-42f9-ad15-1af13d193a55\", \"8317d2eb-af6f-41be-bb31-2cf929a056e8\", \"e045cb26-ff79-4d07-bc01-cd77eb686d6e\", \"e35b510b-4883-48f8-ae80-326a6c30753e\", \"e7933af6-cb18-4ac0-87b5-3ca496f40c8c\", \"12c90f64-2640-4ae6-bb0b-b7d3ef7fdcb5\", \"1d1730ed-f9aa-43e5-b752-6524d1c6213f\", \"161bbbf6-e602-46c4-8790-8d3d73d216d5\"], \"total_duration\": 12414.0, \"total_sessions\": 10, \"mean_week_duration\": 72.174}}, {\"94457\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-31 05:22:26.000000+00:00\", \"2022-10-05 14:27:13.000000+00:00\", \"2019-10-19 05:37:11.000000+00:00\", \"2020-03-24 10:45:16.000000+00:00\"], \"session_ids\": [\"f447ec38-3cd7-40a4-b3dd-cd58ed33960d\", \"2738c712-63c8-4e5f-a700-6c7c687b087c\", \"13651d5a-3f05-47a2-b1ae-e82b7c782533\", \"ed0e1c0c-bf18-497d-96d3-4e97156b2c8c\"], \"total_duration\": 1801.0, \"total_sessions\": 4, \"mean_week_duration\": 11.619}}, {\"25143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-07 05:43:38.000000+00:00\", \"2020-02-21 10:21:53.000000+00:00\", \"2019-05-04 01:33:37.000000+00:00\", \"2022-05-23 10:56:55.000000+00:00\", \"2019-09-28 20:50:35.000000+00:00\"], \"session_ids\": [\"b7f588b2-1749-45b3-bc58-befa5cd4f1fe\", \"ae20a89f-b02c-4932-a901-8f23c5c2e5c7\", \"b0f4b436-a77a-4f58-881e-3cce148e9633\", \"94439c41-29c5-45f0-948a-a0f798633922\", \"52f90a63-558b-4c94-9b27-269d905e329e\"], \"total_duration\": 1297.0, \"total_sessions\": 5, \"mean_week_duration\": 8.106}}, {\"49281\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-02 15:37:28.000000+00:00\", \"2019-01-11 23:27:34.000000+00:00\", \"2020-11-08 17:25:56.000000+00:00\"], \"session_ids\": [\"8cb80fb1-c907-48d5-a56d-a90b282a8728\", \"d688ab5f-2e6d-4129-b679-cbaa1a5c04e1\", \"a239baa7-f534-41d0-8807-b0a3fdd9aa57\"], \"total_duration\": 800.0, \"total_sessions\": 3, \"mean_week_duration\": 5.442}}, {\"36702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-03 05:34:51.000000+00:00\", \"2020-01-19 09:00:45.000000+00:00\", \"2022-08-16 06:03:16.000000+00:00\", \"2021-11-07 09:38:52.000000+00:00\", \"2019-01-15 19:37:26.000000+00:00\"], \"session_ids\": [\"3f31f771-3dd2-4487-a167-4960e926568e\", \"b460bc7c-5745-445c-b63b-3948f00ceb6c\", \"219ab209-f7f4-45fb-a661-85854bd7df5c\", \"8c57d39b-036c-4e66-ad29-f41ac392f5e7\", \"6a59a560-2717-4c46-9f71-b6c14ff8e0ec\"], \"total_duration\": 560.0, \"total_sessions\": 5, \"mean_week_duration\": 2.995}}, {\"91865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-31 04:21:55.000000+00:00\", \"2022-03-11 18:23:58.000000+00:00\", \"2022-07-12 16:31:05.000000+00:00\", \"2020-10-06 18:06:57.000000+00:00\", \"2019-05-16 20:46:33.000000+00:00\", \"2020-08-25 13:32:37.000000+00:00\"], \"session_ids\": [\"0e961c8b-d5ae-4899-862a-00790e758448\", \"37355efa-7f9d-4f7e-bc33-823982031c1e\", \"4a28b8ed-cfe0-4a7a-9b38-38ab2b13309f\", \"fbda093b-ad3d-423c-8b7c-20661293c4e3\", \"743b024a-42cc-4487-8254-be61e29cc81a\", \"c64207db-50fe-47d7-a1c6-afc8757c10ea\"], \"total_duration\": 443.0, \"total_sessions\": 6, \"mean_week_duration\": 2.685}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"74042\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-04-15 18:56:45.000000+00:00\", \"2022-02-20 13:40:49.000000+00:00\", \"2020-03-16 06:55:43.000000+00:00\", \"2021-12-20 17:21:43.000000+00:00\", \"2021-03-24 16:36:41.000000+00:00\", \"2022-05-22 00:09:25.000000+00:00\", \"2022-04-18 06:54:50.000000+00:00\", \"2019-03-15 16:37:57.000000+00:00\", \"2021-10-15 06:17:50.000000+00:00\", \"2019-02-02 05:35:11.000000+00:00\"], \"session_ids\": [\"db221d59-a1b7-4989-b140-a54f41f7e2e0\", \"c4715a78-8413-48a3-8ab8-304841997842\", \"c31c41b4-402e-42f9-ad15-1af13d193a55\", \"8317d2eb-af6f-41be-bb31-2cf929a056e8\", \"e045cb26-ff79-4d07-bc01-cd77eb686d6e\", \"e35b510b-4883-48f8-ae80-326a6c30753e\", \"e7933af6-cb18-4ac0-87b5-3ca496f40c8c\", \"12c90f64-2640-4ae6-bb0b-b7d3ef7fdcb5\", \"1d1730ed-f9aa-43e5-b752-6524d1c6213f\", \"161bbbf6-e602-46c4-8790-8d3d73d216d5\"], \"total_duration\": 12414.0, \"total_sessions\": 10, \"mean_week_duration\": 72.174}}, {\"94457\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-31 05:22:26.000000+00:00\", \"2022-10-05 14:27:13.000000+00:00\", \"2019-10-19 05:37:11.000000+00:00\", \"2020-03-24 10:45:16.000000+00:00\"], \"session_ids\": [\"f447ec38-3cd7-40a4-b3dd-cd58ed33960d\", \"2738c712-63c8-4e5f-a700-6c7c687b087c\", \"13651d5a-3f05-47a2-b1ae-e82b7c782533\", \"ed0e1c0c-bf18-497d-96d3-4e97156b2c8c\"], \"total_duration\": 1801.0, \"total_sessions\": 4, \"mean_week_duration\": 11.619}}, {\"25143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-07 05:43:38.000000+00:00\", \"2020-02-21 10:21:53.000000+00:00\", \"2019-05-04 01:33:37.000000+00:00\", \"2022-05-23 10:56:55.000000+00:00\", \"2019-09-28 20:50:35.000000+00:00\"], \"session_ids\": [\"b7f588b2-1749-45b3-bc58-befa5cd4f1fe\", \"ae20a89f-b02c-4932-a901-8f23c5c2e5c7\", \"b0f4b436-a77a-4f58-881e-3cce148e9633\", \"94439c41-29c5-45f0-948a-a0f798633922\", \"52f90a63-558b-4c94-9b27-269d905e329e\"], \"total_duration\": 1297.0, \"total_sessions\": 5, \"mean_week_duration\": 8.106}}, {\"49281\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-02 15:37:28.000000+00:00\", \"2019-01-11 23:27:34.000000+00:00\", \"2020-11-08 17:25:56.000000+00:00\"], \"session_ids\": [\"8cb80fb1-c907-48d5-a56d-a90b282a8728\", \"d688ab5f-2e6d-4129-b679-cbaa1a5c04e1\", \"a239baa7-f534-41d0-8807-b0a3fdd9aa57\"], \"total_duration\": 800.0, \"total_sessions\": 3, \"mean_week_duration\": 5.442}}, {\"36702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-03 05:34:51.000000+00:00\", \"2020-01-19 09:00:45.000000+00:00\", \"2022-08-16 06:03:16.000000+00:00\", \"2021-11-07 09:38:52.000000+00:00\", \"2019-01-15 19:37:26.000000+00:00\"], \"session_ids\": [\"3f31f771-3dd2-4487-a167-4960e926568e\", \"b460bc7c-5745-445c-b63b-3948f00ceb6c\", \"219ab209-f7f4-45fb-a661-85854bd7df5c\", \"8c57d39b-036c-4e66-ad29-f41ac392f5e7\", \"6a59a560-2717-4c46-9f71-b6c14ff8e0ec\"], \"total_duration\": 560.0, \"total_sessions\": 5, \"mean_week_duration\": 2.995}}, {\"91865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-31 04:21:55.000000+00:00\", \"2022-03-11 18:23:58.000000+00:00\", \"2022-07-12 16:31:05.000000+00:00\", \"2020-10-06 18:06:57.000000+00:00\", \"2019-05-16 20:46:33.000000+00:00\", \"2020-08-25 13:32:37.000000+00:00\"], \"session_ids\": [\"0e961c8b-d5ae-4899-862a-00790e758448\", \"37355efa-7f9d-4f7e-bc33-823982031c1e\", \"4a28b8ed-cfe0-4a7a-9b38-38ab2b13309f\", \"fbda093b-ad3d-423c-8b7c-20661293c4e3\", \"743b024a-42cc-4487-8254-be61e29cc81a\", \"c64207db-50fe-47d7-a1c6-afc8757c10ea\"], \"total_duration\": 443.0, \"total_sessions\": 6, \"mean_week_duration\": 2.685}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 6 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"74042\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-04-15 18:56:45.000000+00:00\", \"2022-02-20 13:40:49.000000+00:00\", \"2020-03-16 06:55:43.000000+00:00\", \"2021-12-20 17:21:43.000000+00:00\", \"2021-03-24 16:36:41.000000+00:00\", \"2022-05-22 00:09:25.000000+00:00\", \"2022-04-18 06:54:50.000000+00:00\", \"2019-03-15 16:37:57.000000+00:00\", \"2021-10-15 06:17:50.000000+00:00\", \"2019-02-02 05:35:11.000000+00:00\"], \"session_ids\": [\"db221d59-a1b7-4989-b140-a54f41f7e2e0\", \"c4715a78-8413-48a3-8ab8-304841997842\", \"c31c41b4-402e-42f9-ad15-1af13d193a55\", \"8317d2eb-af6f-41be-bb31-2cf929a056e8\", \"e045cb26-ff79-4d07-bc01-cd77eb686d6e\", \"e35b510b-4883-48f8-ae80-326a6c30753e\", \"e7933af6-cb18-4ac0-87b5-3ca496f40c8c\", \"12c90f64-2640-4ae6-bb0b-b7d3ef7fdcb5\", \"1d1730ed-f9aa-43e5-b752-6524d1c6213f\", \"161bbbf6-e602-46c4-8790-8d3d73d216d5\"], \"total_duration\": 12414.0, \"total_sessions\": 10, \"mean_week_duration\": 72.174}}, {\"94457\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-31 05:22:26.000000+00:00\", \"2022-10-05 14:27:13.000000+00:00\", \"2019-10-19 05:37:11.000000+00:00\", \"2020-03-24 10:45:16.000000+00:00\"], \"session_ids\": [\"f447ec38-3cd7-40a4-b3dd-cd58ed33960d\", \"2738c712-63c8-4e5f-a700-6c7c687b087c\", \"13651d5a-3f05-47a2-b1ae-e82b7c782533\", \"ed0e1c0c-bf18-497d-96d3-4e97156b2c8c\"], \"total_duration\": 1801.0, \"total_sessions\": 4, \"mean_week_duration\": 11.619}}, {\"25143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-07 05:43:38.000000+00:00\", \"2020-02-21 10:21:53.000000+00:00\", \"2019-05-04 01:33:37.000000+00:00\", \"2022-05-23 10:56:55.000000+00:00\", \"2019-09-28 20:50:35.000000+00:00\"], \"session_ids\": [\"b7f588b2-1749-45b3-bc58-befa5cd4f1fe\", \"ae20a89f-b02c-4932-a901-8f23c5c2e5c7\", \"b0f4b436-a77a-4f58-881e-3cce148e9633\", \"94439c41-29c5-45f0-948a-a0f798633922\", \"52f90a63-558b-4c94-9b27-269d905e329e\"], \"total_duration\": 1297.0, \"total_sessions\": 5, \"mean_week_duration\": 8.106}}, {\"49281\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-02 15:37:28.000000+00:00\", \"2019-01-11 23:27:34.000000+00:00\", \"2020-11-08 17:25:56.000000+00:00\"], \"session_ids\": [\"8cb80fb1-c907-48d5-a56d-a90b282a8728\", \"d688ab5f-2e6d-4129-b679-cbaa1a5c04e1\", \"a239baa7-f534-41d0-8807-b0a3fdd9aa57\"], \"total_duration\": 800.0, \"total_sessions\": 3, \"mean_week_duration\": 5.442}}, {\"36702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-03 05:34:51.000000+00:00\", \"2020-01-19 09:00:45.000000+00:00\", \"2022-08-16 06:03:16.000000+00:00\", \"2021-11-07 09:38:52.000000+00:00\", \"2019-01-15 19:37:26.000000+00:00\"], \"session_ids\": [\"3f31f771-3dd2-4487-a167-4960e926568e\", \"b460bc7c-5745-445c-b63b-3948f00ceb6c\", \"219ab209-f7f4-45fb-a661-85854bd7df5c\", \"8c57d39b-036c-4e66-ad29-f41ac392f5e7\", \"6a59a560-2717-4c46-9f71-b6c14ff8e0ec\"], \"total_duration\": 560.0, \"total_sessions\": 5, \"mean_week_duration\": 2.995}}, {\"91865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-31 04:21:55.000000+00:00\", \"2022-03-11 18:23:58.000000+00:00\", \"2022-07-12 16:31:05.000000+00:00\", \"2020-10-06 18:06:57.000000+00:00\", \"2019-05-16 20:46:33.000000+00:00\", \"2020-08-25 13:32:37.000000+00:00\"], \"session_ids\": [\"0e961c8b-d5ae-4899-862a-00790e758448\", \"37355efa-7f9d-4f7e-bc33-823982031c1e\", \"4a28b8ed-cfe0-4a7a-9b38-38ab2b13309f\", \"fbda093b-ad3d-423c-8b7c-20661293c4e3\", \"743b024a-42cc-4487-8254-be61e29cc81a\", \"c64207db-50fe-47d7-a1c6-afc8757c10ea\"], \"total_duration\": 443.0, \"total_sessions\": 6, \"mean_week_duration\": 2.685}}]\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[{\"74042\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-04-15 18:56:45.000000+00:00\", \"2022-02-20 13:40:49.000000+00:00\", \"2020-03-16 06:55:43.000000+00:00\", \"2021-12-20 17:21:43.000000+00:00\", \"2021-03-24 16:36:41.000000+00:00\", \"2022-05-22 00:09:25.000000+00:00\", \"2022-04-18 06:54:50.000000+00:00\", \"2019-03-15 16:37:57.000000+00:00\", \"2021-10-15 06:17:50.000000+00:00\", \"2019-02-02 05:35:11.000000+00:00\"], \"session_ids\": [\"db221d59-a1b7-4989-b140-a54f41f7e2e0\", \"c4715a78-8413-48a3-8ab8-304841997842\", \"c31c41b4-402e-42f9-ad15-1af13d193a55\", \"8317d2eb-af6f-41be-bb31-2cf929a056e8\", \"e045cb26-ff79-4d07-bc01-cd77eb686d6e\", \"e35b510b-4883-48f8-ae80-326a6c30753e\", \"e7933af6-cb18-4ac0-87b5-3ca496f40c8c\", \"12c90f64-2640-4ae6-bb0b-b7d3ef7fdcb5\", \"1d1730ed-f9aa-43e5-b752-6524d1c6213f\", \"161bbbf6-e602-46c4-8790-8d3d73d216d5\"], \"total_duration\": 12414.0, \"total_sessions\": 10, \"mean_week_duration\": 72.174}}, {\"94457\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-31 05:22:26.000000+00:00\", \"2022-10-05 14:27:13.000000+00:00\", \"2019-10-19 05:37:11.000000+00:00\", \"2020-03-24 10:45:16.000000+00:00\"], \"session_ids\": [\"f447ec38-3cd7-40a4-b3dd-cd58ed33960d\", \"2738c712-63c8-4e5f-a700-6c7c687b087c\", \"13651d5a-3f05-47a2-b1ae-e82b7c782533\", \"ed0e1c0c-bf18-497d-96d3-4e97156b2c8c\"], \"total_duration\": 1801.0, \"total_sessions\": 4, \"mean_week_duration\": 11.619}}, {\"25143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-08-07 05:43:38.000000+00:00\", \"2020-02-21 10:21:53.000000+00:00\", \"2019-05-04 01:33:37.000000+00:00\", \"2022-05-23 10:56:55.000000+00:00\", \"2019-09-28 20:50:35.000000+00:00\"], \"session_ids\": [\"b7f588b2-1749-45b3-bc58-befa5cd4f1fe\", \"ae20a89f-b02c-4932-a901-8f23c5c2e5c7\", \"b0f4b436-a77a-4f58-881e-3cce148e9633\", \"94439c41-29c5-45f0-948a-a0f798633922\", \"52f90a63-558b-4c94-9b27-269d905e329e\"], \"total_duration\": 1297.0, \"total_sessions\": 5, \"mean_week_duration\": 8.106}}, {\"49281\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-02 15:37:28.000000+00:00\", \"2019-01-11 23:27:34.000000+00:00\", \"2020-11-08 17:25:56.000000+00:00\"], \"session_ids\": [\"8cb80fb1-c907-48d5-a56d-a90b282a8728\", \"d688ab5f-2e6d-4129-b679-cbaa1a5c04e1\", \"a239baa7-f534-41d0-8807-b0a3fdd9aa57\"], \"total_duration\": 800.0, \"total_sessions\": 3, \"mean_week_duration\": 5.442}}, {\"36702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-03 05:34:51.000000+00:00\", \"2020-01-19 09:00:45.000000+00:00\", \"2022-08-16 06:03:16.000000+00:00\", \"2021-11-07 09:38:52.000000+00:00\", \"2019-01-15 19:37:26.000000+00:00\"], \"session_ids\": [\"3f31f771-3dd2-4487-a167-4960e926568e\", \"b460bc7c-5745-445c-b63b-3948f00ceb6c\", \"219ab209-f7f4-45fb-a661-85854bd7df5c\", \"8c57d39b-036c-4e66-ad29-f41ac392f5e7\", \"6a59a560-2717-4c46-9f71-b6c14ff8e0ec\"], \"total_duration\": 560.0, \"total_sessions\": 5, \"mean_week_duration\": 2.995}}, {\"91865\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-03-31 04:21:55.000000+00:00\", \"2022-03-11 18:23:58.000000+00:00\", \"2022-07-12 16:31:05.000000+00:00\", \"2020-10-06 18:06:57.000000+00:00\", \"2019-05-16 20:46:33.000000+00:00\", \"2020-08-25 13:32:37.000000+00:00\"], \"session_ids\": [\"0e961c8b-d5ae-4899-862a-00790e758448\", \"37355efa-7f9d-4f7e-bc33-823982031c1e\", \"4a28b8ed-cfe0-4a7a-9b38-38ab2b13309f\", \"fbda093b-ad3d-423c-8b7c-20661293c4e3\", \"743b024a-42cc-4487-8254-be61e29cc81a\", \"c64207db-50fe-47d7-a1c6-afc8757c10ea\"], \"total_duration\": 443.0, \"total_sessions\": 6, \"mean_week_duration\": 2.685}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 6 users to me who aren't residents of cities Moscow, Copenhagen, Toronto, Santo Domingo as well as carry out sorting by town name in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54820\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-31 13:19:13.000000+00:00\", \"2019-09-17 07:00:02.000000+00:00\", \"2019-02-25 23:58:57.000000+00:00\", \"2019-11-10 08:39:47.000000+00:00\", \"2023-01-01 19:31:31.000000+00:00\", \"2020-09-25 11:08:52.000000+00:00\", \"2020-12-23 15:40:45.000000+00:00\"], \"session_ids\": [\"661de96d-800d-4777-bf54-4bbfb29914f8\", \"61d0b08b-770b-48a9-ba83-ce7a271f0b4f\", \"79aab98c-e538-4005-aac8-485c48282de6\", \"7e250634-bf73-42b0-b3d1-c9d37907345f\", \"147b62a9-891f-4a63-b193-e1e7465a8f94\", \"3ba6d858-611d-4fc0-bd06-89dfa7b90bce\", \"c50606db-cceb-447b-bc83-deea9ad8ff7e\"], \"total_duration\": 520.0, \"total_sessions\": 7, \"mean_week_duration\": 2.587}, \"73580\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-01-07 18:49:18.000000+00:00\", \"2019-10-07 06:53:23.000000+00:00\", \"2019-07-02 15:00:34.000000+00:00\"], \"session_ids\": [\"df4524d9-565f-4a92-8124-5813cca96d32\", \"fef33e66-c6a9-4dc6-b30f-36fd8350b942\", \"0f4bf0e7-b346-4d85-a61a-faa7e9a47466\"], \"total_duration\": 336.0, \"total_sessions\": 3, \"mean_week_duration\": 8.615}, \"76581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-08-07 19:51:44.000000+00:00\", \"2021-03-03 10:53:48.000000+00:00\"], \"session_ids\": [\"0375f226-2862-47aa-afaf-789775d7f876\", \"7d7eedbb-b4be-4bdc-aeba-35a0f98bbb03\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 15.739}, \"20571\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-01-18 16:49:00.000000+00:00\", \"2021-12-22 10:54:30.000000+00:00\", \"2019-12-02 17:10:00.000000+00:00\"], \"session_ids\": [\"ac8ea7af-3d5b-4023-b5c8-0ef039f0d52f\", \"d05ce00e-f7f7-499e-a2a2-1ab8eb72b699\", \"0e8b4575-3398-4e83-8b79-2a13abc7f9e2\"], \"total_duration\": 716.0, \"total_sessions\": 3, \"mean_week_duration\": 6.63}, \"8933\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-17 20:27:59.000000+00:00\", \"2019-12-06 05:42:08.000000+00:00\"], \"session_ids\": [\"80142bea-ed9d-42f2-880a-6b7c7266e998\", \"994b2e22-eaf1-4f92-b24c-5e9abf3a1794\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.264}, \"17692\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-07 16:56:57.000000+00:00\", \"2019-02-25 11:41:34.000000+00:00\"], \"session_ids\": [\"0bc24d52-d2b7-429c-8d39-c114d015b4f9\", \"c67e904e-0527-4df6-bea8-bc6c44dd30e5\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 2.377}, \"16475\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-03-03 14:06:31.000000+00:00\", \"2022-01-15 23:56:15.000000+00:00\", \"2022-12-19 02:13:54.000000+00:00\"], \"session_ids\": [\"d3da3d20-02f2-4dda-b502-2a9a2119567e\", \"a13747af-9cbe-403f-b8d9-e09d0880f07c\", \"f94dd3d2-8934-4984-b841-f5efb46e035b\"], \"total_duration\": 672.0, \"total_sessions\": 3, \"mean_week_duration\": 13.714}, \"36037\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-15 16:47:46.000000+00:00\", \"2020-04-11 14:28:35.000000+00:00\"], \"session_ids\": [\"c8a9a8d6-1dbd-4504-bdd4-2d3537fa7ef6\", \"f40e873f-a280-493c-b083-f1b82709ca6d\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.29}, \"49582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-22 12:24:22.000000+00:00\", \"2021-08-06 12:38:19.000000+00:00\"], \"session_ids\": [\"744743b8-dce6-4f2c-a4e4-7c294b54fbc2\", \"5c5a2453-4e22-4da4-a3af-2db63d0a39b6\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 1.414}, \"35384\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-08-29 16:48:41.000000+00:00\", \"2022-02-08 16:01:54.000000+00:00\"], \"session_ids\": [\"92bf30a9-9e37-47e4-9771-3a0c3104a0cd\", \"7f2a4110-606e-4570-b387-11d01358cba1\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 15.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Moscow, Copenhagen, Toronto, Santo Domingo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Moscow\", \"Copenhagen\", \"Toronto\", \"Santo Domingo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54820\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-31 13:19:13.000000+00:00\", \"2019-09-17 07:00:02.000000+00:00\", \"2019-02-25 23:58:57.000000+00:00\", \"2019-11-10 08:39:47.000000+00:00\", \"2023-01-01 19:31:31.000000+00:00\", \"2020-09-25 11:08:52.000000+00:00\", \"2020-12-23 15:40:45.000000+00:00\"], \"session_ids\": [\"661de96d-800d-4777-bf54-4bbfb29914f8\", \"61d0b08b-770b-48a9-ba83-ce7a271f0b4f\", \"79aab98c-e538-4005-aac8-485c48282de6\", \"7e250634-bf73-42b0-b3d1-c9d37907345f\", \"147b62a9-891f-4a63-b193-e1e7465a8f94\", \"3ba6d858-611d-4fc0-bd06-89dfa7b90bce\", \"c50606db-cceb-447b-bc83-deea9ad8ff7e\"], \"total_duration\": 520.0, \"total_sessions\": 7, \"mean_week_duration\": 2.587}, \"73580\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-01-07 18:49:18.000000+00:00\", \"2019-10-07 06:53:23.000000+00:00\", \"2019-07-02 15:00:34.000000+00:00\"], \"session_ids\": [\"df4524d9-565f-4a92-8124-5813cca96d32\", \"fef33e66-c6a9-4dc6-b30f-36fd8350b942\", \"0f4bf0e7-b346-4d85-a61a-faa7e9a47466\"], \"total_duration\": 336.0, \"total_sessions\": 3, \"mean_week_duration\": 8.615}, \"76581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-08-07 19:51:44.000000+00:00\", \"2021-03-03 10:53:48.000000+00:00\"], \"session_ids\": [\"0375f226-2862-47aa-afaf-789775d7f876\", \"7d7eedbb-b4be-4bdc-aeba-35a0f98bbb03\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 15.739}, \"20571\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-01-18 16:49:00.000000+00:00\", \"2021-12-22 10:54:30.000000+00:00\", \"2019-12-02 17:10:00.000000+00:00\"], \"session_ids\": [\"ac8ea7af-3d5b-4023-b5c8-0ef039f0d52f\", \"d05ce00e-f7f7-499e-a2a2-1ab8eb72b699\", \"0e8b4575-3398-4e83-8b79-2a13abc7f9e2\"], \"total_duration\": 716.0, \"total_sessions\": 3, \"mean_week_duration\": 6.63}, \"8933\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-17 20:27:59.000000+00:00\", \"2019-12-06 05:42:08.000000+00:00\"], \"session_ids\": [\"80142bea-ed9d-42f2-880a-6b7c7266e998\", \"994b2e22-eaf1-4f92-b24c-5e9abf3a1794\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.264}, \"17692\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-07 16:56:57.000000+00:00\", \"2019-02-25 11:41:34.000000+00:00\"], \"session_ids\": [\"0bc24d52-d2b7-429c-8d39-c114d015b4f9\", \"c67e904e-0527-4df6-bea8-bc6c44dd30e5\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 2.377}, \"16475\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-03-03 14:06:31.000000+00:00\", \"2022-01-15 23:56:15.000000+00:00\", \"2022-12-19 02:13:54.000000+00:00\"], \"session_ids\": [\"d3da3d20-02f2-4dda-b502-2a9a2119567e\", \"a13747af-9cbe-403f-b8d9-e09d0880f07c\", \"f94dd3d2-8934-4984-b841-f5efb46e035b\"], \"total_duration\": 672.0, \"total_sessions\": 3, \"mean_week_duration\": 13.714}, \"36037\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-15 16:47:46.000000+00:00\", \"2020-04-11 14:28:35.000000+00:00\"], \"session_ids\": [\"c8a9a8d6-1dbd-4504-bdd4-2d3537fa7ef6\", \"f40e873f-a280-493c-b083-f1b82709ca6d\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.29}, \"49582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-22 12:24:22.000000+00:00\", \"2021-08-06 12:38:19.000000+00:00\"], \"session_ids\": [\"744743b8-dce6-4f2c-a4e4-7c294b54fbc2\", \"5c5a2453-4e22-4da4-a3af-2db63d0a39b6\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 1.414}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36037\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-15 16:47:46.000000+00:00\", \"2020-04-11 14:28:35.000000+00:00\"], \"session_ids\": [\"c8a9a8d6-1dbd-4504-bdd4-2d3537fa7ef6\", \"f40e873f-a280-493c-b083-f1b82709ca6d\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.29}}, {\"54820\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-31 13:19:13.000000+00:00\", \"2019-09-17 07:00:02.000000+00:00\", \"2019-02-25 23:58:57.000000+00:00\", \"2019-11-10 08:39:47.000000+00:00\", \"2023-01-01 19:31:31.000000+00:00\", \"2020-09-25 11:08:52.000000+00:00\", \"2020-12-23 15:40:45.000000+00:00\"], \"session_ids\": [\"661de96d-800d-4777-bf54-4bbfb29914f8\", \"61d0b08b-770b-48a9-ba83-ce7a271f0b4f\", \"79aab98c-e538-4005-aac8-485c48282de6\", \"7e250634-bf73-42b0-b3d1-c9d37907345f\", \"147b62a9-891f-4a63-b193-e1e7465a8f94\", \"3ba6d858-611d-4fc0-bd06-89dfa7b90bce\", \"c50606db-cceb-447b-bc83-deea9ad8ff7e\"], \"total_duration\": 520.0, \"total_sessions\": 7, \"mean_week_duration\": 2.587}}, {\"49582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-22 12:24:22.000000+00:00\", \"2021-08-06 12:38:19.000000+00:00\"], \"session_ids\": [\"744743b8-dce6-4f2c-a4e4-7c294b54fbc2\", \"5c5a2453-4e22-4da4-a3af-2db63d0a39b6\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 1.414}}, {\"16475\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-03-03 14:06:31.000000+00:00\", \"2022-01-15 23:56:15.000000+00:00\", \"2022-12-19 02:13:54.000000+00:00\"], \"session_ids\": [\"d3da3d20-02f2-4dda-b502-2a9a2119567e\", \"a13747af-9cbe-403f-b8d9-e09d0880f07c\", \"f94dd3d2-8934-4984-b841-f5efb46e035b\"], \"total_duration\": 672.0, \"total_sessions\": 3, \"mean_week_duration\": 13.714}}, {\"17692\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-07 16:56:57.000000+00:00\", \"2019-02-25 11:41:34.000000+00:00\"], \"session_ids\": [\"0bc24d52-d2b7-429c-8d39-c114d015b4f9\", \"c67e904e-0527-4df6-bea8-bc6c44dd30e5\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 2.377}}, {\"73580\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-01-07 18:49:18.000000+00:00\", \"2019-10-07 06:53:23.000000+00:00\", \"2019-07-02 15:00:34.000000+00:00\"], \"session_ids\": [\"df4524d9-565f-4a92-8124-5813cca96d32\", \"fef33e66-c6a9-4dc6-b30f-36fd8350b942\", \"0f4bf0e7-b346-4d85-a61a-faa7e9a47466\"], \"total_duration\": 336.0, \"total_sessions\": 3, \"mean_week_duration\": 8.615}}, {\"76581\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-08-07 19:51:44.000000+00:00\", \"2021-03-03 10:53:48.000000+00:00\"], \"session_ids\": [\"0375f226-2862-47aa-afaf-789775d7f876\", \"7d7eedbb-b4be-4bdc-aeba-35a0f98bbb03\"], \"total_duration\": 362.0, \"total_sessions\": 2, \"mean_week_duration\": 15.739}}, {\"8933\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-12-17 20:27:59.000000+00:00\", \"2019-12-06 05:42:08.000000+00:00\"], \"session_ids\": [\"80142bea-ed9d-42f2-880a-6b7c7266e998\", \"994b2e22-eaf1-4f92-b24c-5e9abf3a1794\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.264}}, {\"20571\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-01-18 16:49:00.000000+00:00\", \"2021-12-22 10:54:30.000000+00:00\", \"2019-12-02 17:10:00.000000+00:00\"], \"session_ids\": [\"ac8ea7af-3d5b-4023-b5c8-0ef039f0d52f\", \"d05ce00e-f7f7-499e-a2a2-1ab8eb72b699\", \"0e8b4575-3398-4e83-8b79-2a13abc7f9e2\"], \"total_duration\": 716.0, \"total_sessions\": 3, \"mean_week_duration\": 6.63}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 6 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36037\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-15 16:47:46.000000+00:00\", \"2020-04-11 14:28:35.000000+00:00\"], \"session_ids\": [\"c8a9a8d6-1dbd-4504-bdd4-2d3537fa7ef6\", \"f40e873f-a280-493c-b083-f1b82709ca6d\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.29}}, {\"54820\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-31 13:19:13.000000+00:00\", \"2019-09-17 07:00:02.000000+00:00\", \"2019-02-25 23:58:57.000000+00:00\", \"2019-11-10 08:39:47.000000+00:00\", \"2023-01-01 19:31:31.000000+00:00\", \"2020-09-25 11:08:52.000000+00:00\", \"2020-12-23 15:40:45.000000+00:00\"], \"session_ids\": [\"661de96d-800d-4777-bf54-4bbfb29914f8\", \"61d0b08b-770b-48a9-ba83-ce7a271f0b4f\", \"79aab98c-e538-4005-aac8-485c48282de6\", \"7e250634-bf73-42b0-b3d1-c9d37907345f\", \"147b62a9-891f-4a63-b193-e1e7465a8f94\", \"3ba6d858-611d-4fc0-bd06-89dfa7b90bce\", \"c50606db-cceb-447b-bc83-deea9ad8ff7e\"], \"total_duration\": 520.0, \"total_sessions\": 7, \"mean_week_duration\": 2.587}}, {\"49582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-22 12:24:22.000000+00:00\", \"2021-08-06 12:38:19.000000+00:00\"], \"session_ids\": [\"744743b8-dce6-4f2c-a4e4-7c294b54fbc2\", \"5c5a2453-4e22-4da4-a3af-2db63d0a39b6\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 1.414}}, {\"16475\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-03-03 14:06:31.000000+00:00\", \"2022-01-15 23:56:15.000000+00:00\", \"2022-12-19 02:13:54.000000+00:00\"], \"session_ids\": [\"d3da3d20-02f2-4dda-b502-2a9a2119567e\", \"a13747af-9cbe-403f-b8d9-e09d0880f07c\", \"f94dd3d2-8934-4984-b841-f5efb46e035b\"], \"total_duration\": 672.0, \"total_sessions\": 3, \"mean_week_duration\": 13.714}}, {\"17692\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-07 16:56:57.000000+00:00\", \"2019-02-25 11:41:34.000000+00:00\"], \"session_ids\": [\"0bc24d52-d2b7-429c-8d39-c114d015b4f9\", \"c67e904e-0527-4df6-bea8-bc6c44dd30e5\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 2.377}}, {\"73580\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-01-07 18:49:18.000000+00:00\", \"2019-10-07 06:53:23.000000+00:00\", \"2019-07-02 15:00:34.000000+00:00\"], \"session_ids\": [\"df4524d9-565f-4a92-8124-5813cca96d32\", \"fef33e66-c6a9-4dc6-b30f-36fd8350b942\", \"0f4bf0e7-b346-4d85-a61a-faa7e9a47466\"], \"total_duration\": 336.0, \"total_sessions\": 3, \"mean_week_duration\": 8.615}}]\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[{\"36037\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-01-15 16:47:46.000000+00:00\", \"2020-04-11 14:28:35.000000+00:00\"], \"session_ids\": [\"c8a9a8d6-1dbd-4504-bdd4-2d3537fa7ef6\", \"f40e873f-a280-493c-b083-f1b82709ca6d\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.29}}, {\"54820\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-07-31 13:19:13.000000+00:00\", \"2019-09-17 07:00:02.000000+00:00\", \"2019-02-25 23:58:57.000000+00:00\", \"2019-11-10 08:39:47.000000+00:00\", \"2023-01-01 19:31:31.000000+00:00\", \"2020-09-25 11:08:52.000000+00:00\", \"2020-12-23 15:40:45.000000+00:00\"], \"session_ids\": [\"661de96d-800d-4777-bf54-4bbfb29914f8\", \"61d0b08b-770b-48a9-ba83-ce7a271f0b4f\", \"79aab98c-e538-4005-aac8-485c48282de6\", \"7e250634-bf73-42b0-b3d1-c9d37907345f\", \"147b62a9-891f-4a63-b193-e1e7465a8f94\", \"3ba6d858-611d-4fc0-bd06-89dfa7b90bce\", \"c50606db-cceb-447b-bc83-deea9ad8ff7e\"], \"total_duration\": 520.0, \"total_sessions\": 7, \"mean_week_duration\": 2.587}}, {\"49582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-22 12:24:22.000000+00:00\", \"2021-08-06 12:38:19.000000+00:00\"], \"session_ids\": [\"744743b8-dce6-4f2c-a4e4-7c294b54fbc2\", \"5c5a2453-4e22-4da4-a3af-2db63d0a39b6\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 1.414}}, {\"16475\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-03-03 14:06:31.000000+00:00\", \"2022-01-15 23:56:15.000000+00:00\", \"2022-12-19 02:13:54.000000+00:00\"], \"session_ids\": [\"d3da3d20-02f2-4dda-b502-2a9a2119567e\", \"a13747af-9cbe-403f-b8d9-e09d0880f07c\", \"f94dd3d2-8934-4984-b841-f5efb46e035b\"], \"total_duration\": 672.0, \"total_sessions\": 3, \"mean_week_duration\": 13.714}}, {\"17692\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-07 16:56:57.000000+00:00\", \"2019-02-25 11:41:34.000000+00:00\"], \"session_ids\": [\"0bc24d52-d2b7-429c-8d39-c114d015b4f9\", \"c67e904e-0527-4df6-bea8-bc6c44dd30e5\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 2.377}}, {\"73580\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-01-07 18:49:18.000000+00:00\", \"2019-10-07 06:53:23.000000+00:00\", \"2019-07-02 15:00:34.000000+00:00\"], \"session_ids\": [\"df4524d9-565f-4a92-8124-5813cca96d32\", \"fef33e66-c6a9-4dc6-b30f-36fd8350b942\", \"0f4bf0e7-b346-4d85-a61a-faa7e9a47466\"], \"total_duration\": 336.0, \"total_sessions\": 3, \"mean_week_duration\": 8.615}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding 3 users with a all sessions quantity that is lower than 3, exclusive 3 , execute sorting by name of the town 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{\"73978\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-18 22:21:52.000000+00:00\", \"2022-06-16 23:16:46.000000+00:00\"], \"session_ids\": [\"b6604b1e-95bf-4641-98b5-4de25dddd3f3\", \"f0c56c33-c4e6-4ad9-9eab-f012d49fbdef\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}, \"67466\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-04-30 01:52:24.000000+00:00\", \"2019-04-06 02:19:28.000000+00:00\"], \"session_ids\": [\"a3c83a07-1618-42cd-86c0-09f8c70fed79\", \"677f3901-3579-44d9-b22e-e1c5433265b2\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 86.25}, \"36042\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-21 09:02:05.000000+00:00\", \"2021-03-27 20:19:40.000000+00:00\", \"2020-05-09 11:21:19.000000+00:00\"], \"session_ids\": [\"4a5bd34d-d6ff-4ac6-8c17-649005282452\", \"95e0564f-b862-4a18-9ae4-f27f3cbb00b8\", \"04fd4171-efd5-41db-902c-fc7f661463a9\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.761}, \"16710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-08-21 08:14:49.000000+00:00\", \"2020-07-09 05:15:47.000000+00:00\"], \"session_ids\": [\"9159cf85-c63e-4a76-b4c6-39f0d9296339\", \"1370e4ca-a4dd-407c-9cfa-e488e1047d1a\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.87}, \"72064\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-24 14:53:23.000000+00:00\", \"2021-05-25 10:32:14.000000+00:00\", \"2020-04-09 09:33:12.000000+00:00\", \"2022-02-19 01:51:40.000000+00:00\"], \"session_ids\": [\"7e43051c-3558-43e8-8d0b-d1c50acb7e66\", \"bc3a2093-222d-45c1-b5a0-2c3e41a6a79d\", \"c66ce374-e837-41d9-8715-a8ee82d57d70\", \"e0af1e9a-8323-4eb6-91ed-f1412bc4aeb5\"], \"total_duration\": 1964.0, \"total_sessions\": 4, \"mean_week_duration\": 13.007}, \"65402\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-17 11:12:21.000000+00:00\", \"2021-06-22 10:21:41.000000+00:00\", \"2019-10-12 12:00:31.000000+00:00\", \"2019-12-02 08:19:14.000000+00:00\", \"2020-11-24 01:00:38.000000+00:00\", \"2023-03-22 02:53:13.000000+00:00\", \"2019-07-21 04:35:05.000000+00:00\", \"2022-08-19 05:11:37.000000+00:00\", \"2020-06-12 16:47:17.000000+00:00\", \"2020-09-20 23:53:58.000000+00:00\"], \"session_ids\": [\"f32f8615-9674-4fb6-be0a-517575faec7f\", \"4f8e8ed4-5b7a-49ab-ab50-7a3f5a44db33\", \"30b9d2ab-a1e1-478d-801c-0c372642a1e9\", \"f0bec787-2204-475b-936c-8c748636c2f1\", \"0caf8b67-fb42-4720-b487-607137cdd8b8\", \"26189286-f107-4f29-99c3-d7b53bbb78c6\", \"bbc9961a-732c-4120-a932-71f06f224fdf\", \"474fb223-6e4d-4247-8c27-87ea30437fe3\", \"cefca3c9-c4fb-46eb-8c57-da057d2c5952\", \"2aec83ad-873f-41e6-b9a7-42f292a699e7\"], \"total_duration\": 193.0, \"total_sessions\": 10, \"mean_week_duration\": 0.985}, \"84078\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-02 19:52:00.000000+00:00\", \"2021-11-18 22:31:02.000000+00:00\"], \"session_ids\": [\"a58208ff-c318-4e92-bc34-1d8667af23d9\", \"65f30bc2-e507-43ad-a29e-58963f3073e4\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 2.609}, \"72700\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-05-24 18:44:41.000000+00:00\", \"2020-07-09 19:50:13.000000+00:00\", \"2021-01-30 03:14:02.000000+00:00\"], \"session_ids\": [\"749f7ef4-c59a-4d7c-9d02-38488f1e55e3\", \"e2b0496b-c1d5-4829-988d-286e6e3b7fde\", \"34fef5b9-e929-4c94-bd16-dd74d2052ee1\"], \"total_duration\": 67.0, \"total_sessions\": 3, \"mean_week_duration\": 0.761}, \"72462\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-03-09 05:03:34.000000+00:00\", \"2023-05-25 13:36:48.000000+00:00\", \"2020-05-17 13:58:16.000000+00:00\", \"2022-08-27 17:23:54.000000+00:00\", \"2023-06-16 01:36:49.000000+00:00\", \"2019-08-21 20:49:53.000000+00:00\"], \"session_ids\": [\"aeb64506-cd5c-47bc-893c-810a5fc5ab5f\", \"b7b9bee3-d793-4fe1-b4af-8c0a6f374c84\", \"016f84ab-b3d5-4549-824e-77d3283eca44\", \"d8ea583a-8df3-405b-bc1c-72871917b4fc\", \"6a351789-4ae7-4c74-9611-d7dc1212e23f\", \"e9160145-166b-479c-8530-030fe38b8c59\"], \"total_duration\": 74.0, \"total_sessions\": 6, \"mean_week_duration\": 0.37}, \"97430\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-01-13 14:24:43.000000+00:00\", \"2021-06-24 05:19:48.000000+00:00\"], \"session_ids\": [\"4bdc8c97-fb8b-4cf4-8263-396b071ce2ec\", \"db59ea40-4099-44c5-aa7d-6b99fcb849fa\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 2.641}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are less than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\"]]}, \"all_values\": {\"total_sessions\": [[3, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"73978\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-18 22:21:52.000000+00:00\", \"2022-06-16 23:16:46.000000+00:00\"], \"session_ids\": [\"b6604b1e-95bf-4641-98b5-4de25dddd3f3\", \"f0c56c33-c4e6-4ad9-9eab-f012d49fbdef\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}, \"67466\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-04-30 01:52:24.000000+00:00\", \"2019-04-06 02:19:28.000000+00:00\"], \"session_ids\": [\"a3c83a07-1618-42cd-86c0-09f8c70fed79\", \"677f3901-3579-44d9-b22e-e1c5433265b2\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 86.25}, \"16710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-08-21 08:14:49.000000+00:00\", \"2020-07-09 05:15:47.000000+00:00\"], \"session_ids\": [\"9159cf85-c63e-4a76-b4c6-39f0d9296339\", \"1370e4ca-a4dd-407c-9cfa-e488e1047d1a\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.87}, \"84078\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-02 19:52:00.000000+00:00\", \"2021-11-18 22:31:02.000000+00:00\"], \"session_ids\": [\"a58208ff-c318-4e92-bc34-1d8667af23d9\", \"65f30bc2-e507-43ad-a29e-58963f3073e4\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 2.609}, \"97430\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-01-13 14:24:43.000000+00:00\", \"2021-06-24 05:19:48.000000+00:00\"], \"session_ids\": [\"4bdc8c97-fb8b-4cf4-8263-396b071ce2ec\", \"db59ea40-4099-44c5-aa7d-6b99fcb849fa\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 2.641}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"73978\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-18 22:21:52.000000+00:00\", \"2022-06-16 23:16:46.000000+00:00\"], \"session_ids\": [\"b6604b1e-95bf-4641-98b5-4de25dddd3f3\", \"f0c56c33-c4e6-4ad9-9eab-f012d49fbdef\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}}, {\"84078\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-02 19:52:00.000000+00:00\", \"2021-11-18 22:31:02.000000+00:00\"], \"session_ids\": [\"a58208ff-c318-4e92-bc34-1d8667af23d9\", \"65f30bc2-e507-43ad-a29e-58963f3073e4\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 2.609}}, {\"97430\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-01-13 14:24:43.000000+00:00\", \"2021-06-24 05:19:48.000000+00:00\"], \"session_ids\": [\"4bdc8c97-fb8b-4cf4-8263-396b071ce2ec\", \"db59ea40-4099-44c5-aa7d-6b99fcb849fa\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 2.641}}, {\"67466\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-04-30 01:52:24.000000+00:00\", \"2019-04-06 02:19:28.000000+00:00\"], \"session_ids\": [\"a3c83a07-1618-42cd-86c0-09f8c70fed79\", \"677f3901-3579-44d9-b22e-e1c5433265b2\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 86.25}}, {\"16710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-08-21 08:14:49.000000+00:00\", \"2020-07-09 05:15:47.000000+00:00\"], \"session_ids\": [\"9159cf85-c63e-4a76-b4c6-39f0d9296339\", \"1370e4ca-a4dd-407c-9cfa-e488e1047d1a\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.87}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"73978\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-18 22:21:52.000000+00:00\", \"2022-06-16 23:16:46.000000+00:00\"], \"session_ids\": [\"b6604b1e-95bf-4641-98b5-4de25dddd3f3\", \"f0c56c33-c4e6-4ad9-9eab-f012d49fbdef\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}}, {\"84078\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-02 19:52:00.000000+00:00\", \"2021-11-18 22:31:02.000000+00:00\"], \"session_ids\": [\"a58208ff-c318-4e92-bc34-1d8667af23d9\", \"65f30bc2-e507-43ad-a29e-58963f3073e4\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 2.609}}, {\"97430\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-01-13 14:24:43.000000+00:00\", \"2021-06-24 05:19:48.000000+00:00\"], \"session_ids\": [\"4bdc8c97-fb8b-4cf4-8263-396b071ce2ec\", \"db59ea40-4099-44c5-aa7d-6b99fcb849fa\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 2.641}}]\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[{\"73978\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-10-18 22:21:52.000000+00:00\", \"2022-06-16 23:16:46.000000+00:00\"], \"session_ids\": [\"b6604b1e-95bf-4641-98b5-4de25dddd3f3\", \"f0c56c33-c4e6-4ad9-9eab-f012d49fbdef\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}}, {\"84078\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-04-02 19:52:00.000000+00:00\", \"2021-11-18 22:31:02.000000+00:00\"], \"session_ids\": [\"a58208ff-c318-4e92-bc34-1d8667af23d9\", \"65f30bc2-e507-43ad-a29e-58963f3073e4\"], \"total_duration\": 360.0, \"total_sessions\": 2, \"mean_week_duration\": 2.609}}, {\"97430\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-01-13 14:24:43.000000+00:00\", \"2021-06-24 05:19:48.000000+00:00\"], \"session_ids\": [\"4bdc8c97-fb8b-4cf4-8263-396b071ce2ec\", \"db59ea40-4099-44c5-aa7d-6b99fcb849fa\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 2.641}}]\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 8 users who are bot users based on mean_week_duration plus do sorting by overall total duration in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1895\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-16 19:33:39.000000+00:00\", \"2019-10-11 00:33:25.000000+00:00\", \"2020-09-21 13:19:23.000000+00:00\", \"2022-09-23 01:20:39.000000+00:00\", \"2023-05-25 00:48:58.000000+00:00\", \"2021-02-22 07:54:07.000000+00:00\", \"2022-03-22 15:05:45.000000+00:00\", \"2022-08-29 03:52:38.000000+00:00\"], \"session_ids\": [\"3be555ac-6dd8-4ca7-83d1-5fdbd0951a0b\", \"c51ff743-4862-408e-85cb-63391476de92\", \"48216ef2-00fd-4b65-b7ce-c57e9f9b93f9\", \"5c0a5725-22dc-42aa-bafd-3dadb9782e37\", \"83661ad2-93cc-4f68-863d-adda6c206e6d\", \"0dd14e53-6b47-4d62-a79d-16b026d3049f\", \"9b5317f1-016d-4106-a00e-943451375193\", \"00a413fc-0339-415f-ab13-f54fa1faa033\"], \"total_duration\": 10076.0, \"total_sessions\": 8, \"mean_week_duration\": 53.312}, \"30361\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-08-24 18:18:36.000000+00:00\", \"2020-04-24 14:35:34.000000+00:00\", \"2021-01-18 18:50:15.000000+00:00\", \"2020-07-07 09:45:57.000000+00:00\"], \"session_ids\": [\"b3ec0627-0e73-4d44-8145-4622d9da30e4\", \"79859fe3-a9f8-4191-bc1b-9cce162765ed\", \"baae9d61-fae7-4fb3-aa40-b4528bac822d\", \"d433120d-4533-4d68-acb7-11228a6a48e5\"], \"total_duration\": 660.0, \"total_sessions\": 4, \"mean_week_duration\": 8.919}, \"82217\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-27 21:35:49.000000+00:00\", \"2023-01-29 18:06:20.000000+00:00\", \"2019-04-02 08:42:23.000000+00:00\", \"2019-08-05 16:12:29.000000+00:00\", \"2019-08-25 16:40:56.000000+00:00\", \"2021-08-27 04:26:20.000000+00:00\", \"2021-08-22 05:08:00.000000+00:00\", \"2022-07-10 05:44:41.000000+00:00\"], \"session_ids\": [\"de503e31-6347-413d-bc2f-eb815ae76ad9\", \"d134d3e8-cc1b-46e6-b377-8bf4438bd9cf\", \"29d55c96-4606-4970-a16e-b42a792aa735\", \"70cef83a-79a0-41b3-a588-7fd2e2c3dc6e\", \"e9b38df9-8dfc-4521-9b7b-6aa88b786cbe\", \"f398ee63-5f75-4db5-9b96-078593f8378a\", \"efe45318-8974-4904-aaf9-f6f984661f56\", \"70260411-50d6-470c-8588-ff888c52b1b8\"], \"total_duration\": 691.0, \"total_sessions\": 8, \"mean_week_duration\": 3.455}, \"18519\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-14 01:12:46.000000+00:00\", \"2020-01-11 16:28:35.000000+00:00\"], \"session_ids\": [\"ed1edf73-2530-4a8f-9502-04cf76360526\", \"42ff65de-6f00-4d61-a1ae-346fbc986544\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 9.682}, \"85249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-22 16:14:19.000000+00:00\", \"2023-03-07 14:14:36.000000+00:00\", \"2019-07-10 12:24:15.000000+00:00\", \"2022-07-17 18:12:27.000000+00:00\"], \"session_ids\": [\"f02b9244-95d6-4ffb-92f4-359fa6dffe4e\", \"b63c0e64-9ddc-458e-814d-caf92e8880bd\", \"a8f5fb0c-03f9-4d69-a713-4e27a3bb87b2\", \"45f749f7-e29b-4180-af4a-aad3a5de3953\"], \"total_duration\": 66.0, \"total_sessions\": 4, \"mean_week_duration\": 0.346}, \"13810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-04-23 15:04:48.000000+00:00\", \"2022-01-07 08:16:48.000000+00:00\", \"2021-11-12 08:40:12.000000+00:00\"], \"session_ids\": [\"e6a07da8-559f-455a-b6e9-dd747afac0b5\", \"99677cde-bd88-4298-93ef-3112590a09bc\", \"d1e75956-490c-40d8-9e87-3c4e89258618\"], \"total_duration\": 280.0, \"total_sessions\": 3, \"mean_week_duration\": 1.972}, \"14632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-04 19:19:33.000000+00:00\", \"2023-05-22 00:18:11.000000+00:00\"], \"session_ids\": [\"c0e94098-bc04-40e0-bfc8-ee23acfb121b\", \"2a5b61eb-cc5f-43d5-92d8-ebecf0fc2a2a\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 0.602}, \"51214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-29 20:14:24.000000+00:00\", \"2020-08-10 01:12:12.000000+00:00\", \"2022-05-13 15:47:43.000000+00:00\", \"2022-04-11 08:26:50.000000+00:00\"], \"session_ids\": [\"71e91cb7-78fb-4b02-a9c5-4742d587be74\", \"460108c0-a939-4b35-afd8-8cabbacd92f7\", \"372a3c83-6244-444d-9c50-3c39b101a3b0\", \"3c88a4c8-aedd-4a51-9fbf-4a1e94f976b5\"], \"total_duration\": 787.0, \"total_sessions\": 4, \"mean_week_duration\": 7.641}, \"47175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-15 03:14:38.000000+00:00\", \"2022-12-25 23:53:09.000000+00:00\", \"2023-05-06 23:23:03.000000+00:00\", \"2021-12-12 02:11:00.000000+00:00\", \"2020-03-16 00:02:13.000000+00:00\", \"2020-12-26 12:40:51.000000+00:00\", \"2021-02-14 22:52:31.000000+00:00\", \"2019-01-15 10:02:26.000000+00:00\"], \"session_ids\": [\"c1dbc9c9-00a6-4c67-bd4c-0a07df226e78\", \"6be5baae-aec3-4d84-8a16-b6e1cac16c6e\", \"e2afb1b6-6ddb-4c30-a4c5-6d13efb2205f\", \"586b8226-a7fc-4de7-9ed4-62b2aa5330e2\", \"4bc51ac4-0a4b-4be2-a4d6-920ec716a14f\", \"a537dc76-2c75-4f58-a819-69679920b290\", \"55c6d32c-e017-4cde-b248-0ed3e7554430\", \"5c0d49c5-fa7d-4818-965c-3770922c25dc\"], \"total_duration\": 1110.0, \"total_sessions\": 8, \"mean_week_duration\": 4.933}, \"23224\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2020-08-09 15:16:03.000000+00:00\", \"2021-04-28 00:57:42.000000+00:00\", \"2019-11-24 17:59:43.000000+00:00\", \"2019-09-25 23:36:17.000000+00:00\", \"2021-12-12 14:58:29.000000+00:00\", \"2020-12-04 00:04:11.000000+00:00\", \"2020-11-16 06:29:58.000000+00:00\", \"2019-06-09 04:43:37.000000+00:00\", \"2022-06-23 16:31:06.000000+00:00\", \"2021-01-30 15:02:13.000000+00:00\", \"2020-06-30 23:20:11.000000+00:00\"], \"session_ids\": [\"7b250b8d-2670-4da0-803c-f1f22e9c4113\", \"a0858576-00a3-444f-ac62-cd108f0ec51d\", \"447def3b-efe4-4a42-8e7a-391f11a9db68\", \"1d4d6afb-225b-410f-8092-181132c43a29\", \"95df4061-ddf0-4196-a408-7dbabd08e010\", \"d137b0a1-d997-4ffd-9839-65dbbc1f6f41\", \"b5563b91-452e-4adb-883c-9ac8f4108398\", \"181022be-afbd-4a48-b851-bd79ccf78acd\", \"90ff6f76-d5bf-4101-b935-dde8ac2390d4\", \"6d3dd02b-346c-44b1-892b-401b26d6c6a7\", \"a3d8edec-8524-40cb-8761-426c00368f34\"], \"total_duration\": 10258.0, \"total_sessions\": 11, \"mean_week_duration\": 64.516}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 8 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": 8}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"85249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-22 16:14:19.000000+00:00\", \"2023-03-07 14:14:36.000000+00:00\", \"2019-07-10 12:24:15.000000+00:00\", \"2022-07-17 18:12:27.000000+00:00\"], \"session_ids\": [\"f02b9244-95d6-4ffb-92f4-359fa6dffe4e\", \"b63c0e64-9ddc-458e-814d-caf92e8880bd\", \"a8f5fb0c-03f9-4d69-a713-4e27a3bb87b2\", \"45f749f7-e29b-4180-af4a-aad3a5de3953\"], \"total_duration\": 66.0, \"total_sessions\": 4, \"mean_week_duration\": 0.346}}, {\"14632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-04 19:19:33.000000+00:00\", \"2023-05-22 00:18:11.000000+00:00\"], \"session_ids\": [\"c0e94098-bc04-40e0-bfc8-ee23acfb121b\", \"2a5b61eb-cc5f-43d5-92d8-ebecf0fc2a2a\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 0.602}}, {\"13810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-04-23 15:04:48.000000+00:00\", \"2022-01-07 08:16:48.000000+00:00\", \"2021-11-12 08:40:12.000000+00:00\"], \"session_ids\": [\"e6a07da8-559f-455a-b6e9-dd747afac0b5\", \"99677cde-bd88-4298-93ef-3112590a09bc\", \"d1e75956-490c-40d8-9e87-3c4e89258618\"], \"total_duration\": 280.0, \"total_sessions\": 3, \"mean_week_duration\": 1.972}}, {\"82217\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-27 21:35:49.000000+00:00\", \"2023-01-29 18:06:20.000000+00:00\", \"2019-04-02 08:42:23.000000+00:00\", \"2019-08-05 16:12:29.000000+00:00\", \"2019-08-25 16:40:56.000000+00:00\", \"2021-08-27 04:26:20.000000+00:00\", \"2021-08-22 05:08:00.000000+00:00\", \"2022-07-10 05:44:41.000000+00:00\"], \"session_ids\": [\"de503e31-6347-413d-bc2f-eb815ae76ad9\", \"d134d3e8-cc1b-46e6-b377-8bf4438bd9cf\", \"29d55c96-4606-4970-a16e-b42a792aa735\", \"70cef83a-79a0-41b3-a588-7fd2e2c3dc6e\", \"e9b38df9-8dfc-4521-9b7b-6aa88b786cbe\", \"f398ee63-5f75-4db5-9b96-078593f8378a\", \"efe45318-8974-4904-aaf9-f6f984661f56\", \"70260411-50d6-470c-8588-ff888c52b1b8\"], \"total_duration\": 691.0, \"total_sessions\": 8, \"mean_week_duration\": 3.455}}, {\"47175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-15 03:14:38.000000+00:00\", \"2022-12-25 23:53:09.000000+00:00\", \"2023-05-06 23:23:03.000000+00:00\", \"2021-12-12 02:11:00.000000+00:00\", \"2020-03-16 00:02:13.000000+00:00\", \"2020-12-26 12:40:51.000000+00:00\", \"2021-02-14 22:52:31.000000+00:00\", \"2019-01-15 10:02:26.000000+00:00\"], \"session_ids\": [\"c1dbc9c9-00a6-4c67-bd4c-0a07df226e78\", \"6be5baae-aec3-4d84-8a16-b6e1cac16c6e\", \"e2afb1b6-6ddb-4c30-a4c5-6d13efb2205f\", \"586b8226-a7fc-4de7-9ed4-62b2aa5330e2\", \"4bc51ac4-0a4b-4be2-a4d6-920ec716a14f\", \"a537dc76-2c75-4f58-a819-69679920b290\", \"55c6d32c-e017-4cde-b248-0ed3e7554430\", \"5c0d49c5-fa7d-4818-965c-3770922c25dc\"], \"total_duration\": 1110.0, \"total_sessions\": 8, \"mean_week_duration\": 4.933}}, {\"51214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-29 20:14:24.000000+00:00\", \"2020-08-10 01:12:12.000000+00:00\", \"2022-05-13 15:47:43.000000+00:00\", \"2022-04-11 08:26:50.000000+00:00\"], \"session_ids\": [\"71e91cb7-78fb-4b02-a9c5-4742d587be74\", \"460108c0-a939-4b35-afd8-8cabbacd92f7\", \"372a3c83-6244-444d-9c50-3c39b101a3b0\", \"3c88a4c8-aedd-4a51-9fbf-4a1e94f976b5\"], \"total_duration\": 787.0, \"total_sessions\": 4, \"mean_week_duration\": 7.641}}, {\"30361\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-08-24 18:18:36.000000+00:00\", \"2020-04-24 14:35:34.000000+00:00\", \"2021-01-18 18:50:15.000000+00:00\", \"2020-07-07 09:45:57.000000+00:00\"], \"session_ids\": [\"b3ec0627-0e73-4d44-8145-4622d9da30e4\", \"79859fe3-a9f8-4191-bc1b-9cce162765ed\", \"baae9d61-fae7-4fb3-aa40-b4528bac822d\", \"d433120d-4533-4d68-acb7-11228a6a48e5\"], \"total_duration\": 660.0, \"total_sessions\": 4, \"mean_week_duration\": 8.919}}, {\"18519\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-14 01:12:46.000000+00:00\", \"2020-01-11 16:28:35.000000+00:00\"], \"session_ids\": [\"ed1edf73-2530-4a8f-9502-04cf76360526\", \"42ff65de-6f00-4d61-a1ae-346fbc986544\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 9.682}}]\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[{\"47175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-15 03:14:38.000000+00:00\", \"2022-12-25 23:53:09.000000+00:00\", \"2023-05-06 23:23:03.000000+00:00\", \"2021-12-12 02:11:00.000000+00:00\", \"2020-03-16 00:02:13.000000+00:00\", \"2020-12-26 12:40:51.000000+00:00\", \"2021-02-14 22:52:31.000000+00:00\", \"2019-01-15 10:02:26.000000+00:00\"], \"session_ids\": [\"c1dbc9c9-00a6-4c67-bd4c-0a07df226e78\", \"6be5baae-aec3-4d84-8a16-b6e1cac16c6e\", \"e2afb1b6-6ddb-4c30-a4c5-6d13efb2205f\", \"586b8226-a7fc-4de7-9ed4-62b2aa5330e2\", \"4bc51ac4-0a4b-4be2-a4d6-920ec716a14f\", \"a537dc76-2c75-4f58-a819-69679920b290\", \"55c6d32c-e017-4cde-b248-0ed3e7554430\", \"5c0d49c5-fa7d-4818-965c-3770922c25dc\"], \"total_duration\": 1110.0, \"total_sessions\": 8, \"mean_week_duration\": 4.933}}, {\"51214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-29 20:14:24.000000+00:00\", \"2020-08-10 01:12:12.000000+00:00\", \"2022-05-13 15:47:43.000000+00:00\", \"2022-04-11 08:26:50.000000+00:00\"], \"session_ids\": [\"71e91cb7-78fb-4b02-a9c5-4742d587be74\", \"460108c0-a939-4b35-afd8-8cabbacd92f7\", \"372a3c83-6244-444d-9c50-3c39b101a3b0\", \"3c88a4c8-aedd-4a51-9fbf-4a1e94f976b5\"], \"total_duration\": 787.0, \"total_sessions\": 4, \"mean_week_duration\": 7.641}}, {\"82217\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-27 21:35:49.000000+00:00\", \"2023-01-29 18:06:20.000000+00:00\", \"2019-04-02 08:42:23.000000+00:00\", \"2019-08-05 16:12:29.000000+00:00\", \"2019-08-25 16:40:56.000000+00:00\", \"2021-08-27 04:26:20.000000+00:00\", \"2021-08-22 05:08:00.000000+00:00\", \"2022-07-10 05:44:41.000000+00:00\"], \"session_ids\": [\"de503e31-6347-413d-bc2f-eb815ae76ad9\", \"d134d3e8-cc1b-46e6-b377-8bf4438bd9cf\", \"29d55c96-4606-4970-a16e-b42a792aa735\", \"70cef83a-79a0-41b3-a588-7fd2e2c3dc6e\", \"e9b38df9-8dfc-4521-9b7b-6aa88b786cbe\", \"f398ee63-5f75-4db5-9b96-078593f8378a\", \"efe45318-8974-4904-aaf9-f6f984661f56\", \"70260411-50d6-470c-8588-ff888c52b1b8\"], \"total_duration\": 691.0, \"total_sessions\": 8, \"mean_week_duration\": 3.455}}, {\"30361\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-08-24 18:18:36.000000+00:00\", \"2020-04-24 14:35:34.000000+00:00\", \"2021-01-18 18:50:15.000000+00:00\", \"2020-07-07 09:45:57.000000+00:00\"], \"session_ids\": [\"b3ec0627-0e73-4d44-8145-4622d9da30e4\", \"79859fe3-a9f8-4191-bc1b-9cce162765ed\", \"baae9d61-fae7-4fb3-aa40-b4528bac822d\", \"d433120d-4533-4d68-acb7-11228a6a48e5\"], \"total_duration\": 660.0, \"total_sessions\": 4, \"mean_week_duration\": 8.919}}, {\"13810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-04-23 15:04:48.000000+00:00\", \"2022-01-07 08:16:48.000000+00:00\", \"2021-11-12 08:40:12.000000+00:00\"], \"session_ids\": [\"e6a07da8-559f-455a-b6e9-dd747afac0b5\", \"99677cde-bd88-4298-93ef-3112590a09bc\", \"d1e75956-490c-40d8-9e87-3c4e89258618\"], \"total_duration\": 280.0, \"total_sessions\": 3, \"mean_week_duration\": 1.972}}, {\"18519\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-14 01:12:46.000000+00:00\", \"2020-01-11 16:28:35.000000+00:00\"], \"session_ids\": [\"ed1edf73-2530-4a8f-9502-04cf76360526\", \"42ff65de-6f00-4d61-a1ae-346fbc986544\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 9.682}}, {\"14632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-04 19:19:33.000000+00:00\", \"2023-05-22 00:18:11.000000+00:00\"], \"session_ids\": [\"c0e94098-bc04-40e0-bfc8-ee23acfb121b\", \"2a5b61eb-cc5f-43d5-92d8-ebecf0fc2a2a\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 0.602}}, {\"85249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-22 16:14:19.000000+00:00\", \"2023-03-07 14:14:36.000000+00:00\", \"2019-07-10 12:24:15.000000+00:00\", \"2022-07-17 18:12:27.000000+00:00\"], \"session_ids\": [\"f02b9244-95d6-4ffb-92f4-359fa6dffe4e\", \"b63c0e64-9ddc-458e-814d-caf92e8880bd\", \"a8f5fb0c-03f9-4d69-a713-4e27a3bb87b2\", \"45f749f7-e29b-4180-af4a-aad3a5de3953\"], \"total_duration\": 66.0, \"total_sessions\": 4, \"mean_week_duration\": 0.346}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"47175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-15 03:14:38.000000+00:00\", \"2022-12-25 23:53:09.000000+00:00\", \"2023-05-06 23:23:03.000000+00:00\", \"2021-12-12 02:11:00.000000+00:00\", \"2020-03-16 00:02:13.000000+00:00\", \"2020-12-26 12:40:51.000000+00:00\", \"2021-02-14 22:52:31.000000+00:00\", \"2019-01-15 10:02:26.000000+00:00\"], \"session_ids\": [\"c1dbc9c9-00a6-4c67-bd4c-0a07df226e78\", \"6be5baae-aec3-4d84-8a16-b6e1cac16c6e\", \"e2afb1b6-6ddb-4c30-a4c5-6d13efb2205f\", \"586b8226-a7fc-4de7-9ed4-62b2aa5330e2\", \"4bc51ac4-0a4b-4be2-a4d6-920ec716a14f\", \"a537dc76-2c75-4f58-a819-69679920b290\", \"55c6d32c-e017-4cde-b248-0ed3e7554430\", \"5c0d49c5-fa7d-4818-965c-3770922c25dc\"], \"total_duration\": 1110.0, \"total_sessions\": 8, \"mean_week_duration\": 4.933}}, {\"51214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-29 20:14:24.000000+00:00\", \"2020-08-10 01:12:12.000000+00:00\", \"2022-05-13 15:47:43.000000+00:00\", \"2022-04-11 08:26:50.000000+00:00\"], \"session_ids\": [\"71e91cb7-78fb-4b02-a9c5-4742d587be74\", \"460108c0-a939-4b35-afd8-8cabbacd92f7\", \"372a3c83-6244-444d-9c50-3c39b101a3b0\", \"3c88a4c8-aedd-4a51-9fbf-4a1e94f976b5\"], \"total_duration\": 787.0, \"total_sessions\": 4, \"mean_week_duration\": 7.641}}, {\"82217\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-27 21:35:49.000000+00:00\", \"2023-01-29 18:06:20.000000+00:00\", \"2019-04-02 08:42:23.000000+00:00\", \"2019-08-05 16:12:29.000000+00:00\", \"2019-08-25 16:40:56.000000+00:00\", \"2021-08-27 04:26:20.000000+00:00\", \"2021-08-22 05:08:00.000000+00:00\", \"2022-07-10 05:44:41.000000+00:00\"], \"session_ids\": [\"de503e31-6347-413d-bc2f-eb815ae76ad9\", \"d134d3e8-cc1b-46e6-b377-8bf4438bd9cf\", \"29d55c96-4606-4970-a16e-b42a792aa735\", \"70cef83a-79a0-41b3-a588-7fd2e2c3dc6e\", \"e9b38df9-8dfc-4521-9b7b-6aa88b786cbe\", \"f398ee63-5f75-4db5-9b96-078593f8378a\", \"efe45318-8974-4904-aaf9-f6f984661f56\", \"70260411-50d6-470c-8588-ff888c52b1b8\"], \"total_duration\": 691.0, \"total_sessions\": 8, \"mean_week_duration\": 3.455}}, {\"30361\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-08-24 18:18:36.000000+00:00\", \"2020-04-24 14:35:34.000000+00:00\", \"2021-01-18 18:50:15.000000+00:00\", \"2020-07-07 09:45:57.000000+00:00\"], \"session_ids\": [\"b3ec0627-0e73-4d44-8145-4622d9da30e4\", \"79859fe3-a9f8-4191-bc1b-9cce162765ed\", \"baae9d61-fae7-4fb3-aa40-b4528bac822d\", \"d433120d-4533-4d68-acb7-11228a6a48e5\"], \"total_duration\": 660.0, \"total_sessions\": 4, \"mean_week_duration\": 8.919}}, {\"13810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-04-23 15:04:48.000000+00:00\", \"2022-01-07 08:16:48.000000+00:00\", \"2021-11-12 08:40:12.000000+00:00\"], \"session_ids\": [\"e6a07da8-559f-455a-b6e9-dd747afac0b5\", \"99677cde-bd88-4298-93ef-3112590a09bc\", \"d1e75956-490c-40d8-9e87-3c4e89258618\"], \"total_duration\": 280.0, \"total_sessions\": 3, \"mean_week_duration\": 1.972}}, {\"18519\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-14 01:12:46.000000+00:00\", \"2020-01-11 16:28:35.000000+00:00\"], \"session_ids\": [\"ed1edf73-2530-4a8f-9502-04cf76360526\", \"42ff65de-6f00-4d61-a1ae-346fbc986544\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 9.682}}, {\"14632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-04 19:19:33.000000+00:00\", \"2023-05-22 00:18:11.000000+00:00\"], \"session_ids\": [\"c0e94098-bc04-40e0-bfc8-ee23acfb121b\", \"2a5b61eb-cc5f-43d5-92d8-ebecf0fc2a2a\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 0.602}}, {\"85249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-22 16:14:19.000000+00:00\", \"2023-03-07 14:14:36.000000+00:00\", \"2019-07-10 12:24:15.000000+00:00\", \"2022-07-17 18:12:27.000000+00:00\"], \"session_ids\": [\"f02b9244-95d6-4ffb-92f4-359fa6dffe4e\", \"b63c0e64-9ddc-458e-814d-caf92e8880bd\", \"a8f5fb0c-03f9-4d69-a713-4e27a3bb87b2\", \"45f749f7-e29b-4180-af4a-aad3a5de3953\"], \"total_duration\": 66.0, \"total_sessions\": 4, \"mean_week_duration\": 0.346}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"47175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-01-15 03:14:38.000000+00:00\", \"2022-12-25 23:53:09.000000+00:00\", \"2023-05-06 23:23:03.000000+00:00\", \"2021-12-12 02:11:00.000000+00:00\", \"2020-03-16 00:02:13.000000+00:00\", \"2020-12-26 12:40:51.000000+00:00\", \"2021-02-14 22:52:31.000000+00:00\", \"2019-01-15 10:02:26.000000+00:00\"], \"session_ids\": [\"c1dbc9c9-00a6-4c67-bd4c-0a07df226e78\", \"6be5baae-aec3-4d84-8a16-b6e1cac16c6e\", \"e2afb1b6-6ddb-4c30-a4c5-6d13efb2205f\", \"586b8226-a7fc-4de7-9ed4-62b2aa5330e2\", \"4bc51ac4-0a4b-4be2-a4d6-920ec716a14f\", \"a537dc76-2c75-4f58-a819-69679920b290\", \"55c6d32c-e017-4cde-b248-0ed3e7554430\", \"5c0d49c5-fa7d-4818-965c-3770922c25dc\"], \"total_duration\": 1110.0, \"total_sessions\": 8, \"mean_week_duration\": 4.933}}, {\"51214\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-29 20:14:24.000000+00:00\", \"2020-08-10 01:12:12.000000+00:00\", \"2022-05-13 15:47:43.000000+00:00\", \"2022-04-11 08:26:50.000000+00:00\"], \"session_ids\": [\"71e91cb7-78fb-4b02-a9c5-4742d587be74\", \"460108c0-a939-4b35-afd8-8cabbacd92f7\", \"372a3c83-6244-444d-9c50-3c39b101a3b0\", \"3c88a4c8-aedd-4a51-9fbf-4a1e94f976b5\"], \"total_duration\": 787.0, \"total_sessions\": 4, \"mean_week_duration\": 7.641}}, {\"82217\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-02-27 21:35:49.000000+00:00\", \"2023-01-29 18:06:20.000000+00:00\", \"2019-04-02 08:42:23.000000+00:00\", \"2019-08-05 16:12:29.000000+00:00\", \"2019-08-25 16:40:56.000000+00:00\", \"2021-08-27 04:26:20.000000+00:00\", \"2021-08-22 05:08:00.000000+00:00\", \"2022-07-10 05:44:41.000000+00:00\"], \"session_ids\": [\"de503e31-6347-413d-bc2f-eb815ae76ad9\", \"d134d3e8-cc1b-46e6-b377-8bf4438bd9cf\", \"29d55c96-4606-4970-a16e-b42a792aa735\", \"70cef83a-79a0-41b3-a588-7fd2e2c3dc6e\", \"e9b38df9-8dfc-4521-9b7b-6aa88b786cbe\", \"f398ee63-5f75-4db5-9b96-078593f8378a\", \"efe45318-8974-4904-aaf9-f6f984661f56\", \"70260411-50d6-470c-8588-ff888c52b1b8\"], \"total_duration\": 691.0, \"total_sessions\": 8, \"mean_week_duration\": 3.455}}, {\"30361\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-08-24 18:18:36.000000+00:00\", \"2020-04-24 14:35:34.000000+00:00\", \"2021-01-18 18:50:15.000000+00:00\", \"2020-07-07 09:45:57.000000+00:00\"], \"session_ids\": [\"b3ec0627-0e73-4d44-8145-4622d9da30e4\", \"79859fe3-a9f8-4191-bc1b-9cce162765ed\", \"baae9d61-fae7-4fb3-aa40-b4528bac822d\", \"d433120d-4533-4d68-acb7-11228a6a48e5\"], \"total_duration\": 660.0, \"total_sessions\": 4, \"mean_week_duration\": 8.919}}, {\"13810\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-04-23 15:04:48.000000+00:00\", \"2022-01-07 08:16:48.000000+00:00\", \"2021-11-12 08:40:12.000000+00:00\"], \"session_ids\": [\"e6a07da8-559f-455a-b6e9-dd747afac0b5\", \"99677cde-bd88-4298-93ef-3112590a09bc\", \"d1e75956-490c-40d8-9e87-3c4e89258618\"], \"total_duration\": 280.0, \"total_sessions\": 3, \"mean_week_duration\": 1.972}}, {\"18519\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-14 01:12:46.000000+00:00\", \"2020-01-11 16:28:35.000000+00:00\"], \"session_ids\": [\"ed1edf73-2530-4a8f-9502-04cf76360526\", \"42ff65de-6f00-4d61-a1ae-346fbc986544\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 9.682}}, {\"14632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-04 19:19:33.000000+00:00\", \"2023-05-22 00:18:11.000000+00:00\"], \"session_ids\": [\"c0e94098-bc04-40e0-bfc8-ee23acfb121b\", \"2a5b61eb-cc5f-43d5-92d8-ebecf0fc2a2a\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 0.602}}, {\"85249\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-03-22 16:14:19.000000+00:00\", \"2023-03-07 14:14:36.000000+00:00\", \"2019-07-10 12:24:15.000000+00:00\", \"2022-07-17 18:12:27.000000+00:00\"], \"session_ids\": [\"f02b9244-95d6-4ffb-92f4-359fa6dffe4e\", \"b63c0e64-9ddc-458e-814d-caf92e8880bd\", \"a8f5fb0c-03f9-4d69-a713-4e27a3bb87b2\", \"45f749f7-e29b-4180-af4a-aad3a5de3953\"], \"total_duration\": 66.0, \"total_sessions\": 4, \"mean_week_duration\": 0.346}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on user who is bot-tier based on value of time in app , put to use sorting by city title descending in addition show me only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38888\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-09 21:35:12.000000+00:00\", \"2022-09-06 21:16:49.000000+00:00\"], \"session_ids\": [\"f216b318-5d70-42ce-9760-091401904884\", \"5b5bbf3c-7b01-49d6-8a1c-4a02d4a6e0bd\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}, \"25318\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-06-18 04:00:37.000000+00:00\", \"2022-04-29 00:53:46.000000+00:00\", \"2019-04-17 13:28:04.000000+00:00\", \"2022-10-04 20:24:53.000000+00:00\", \"2022-01-06 20:08:53.000000+00:00\"], \"session_ids\": [\"33aa406d-7ddb-48e6-8075-fe3ab863dde7\", \"a2dbed33-8140-4679-afd5-0b62f4d3157b\", \"0b026f02-e057-4419-839f-08a52fbdddd7\", \"1ea33be2-2973-4047-bccc-63b2abd121e6\", \"d7fd5704-d338-4cc0-908e-3a296aee1e89\"], \"total_duration\": 226.0, \"total_sessions\": 5, \"mean_week_duration\": 1.249}, \"2502\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-06-20 09:26:01.000000+00:00\", \"2022-03-08 05:24:06.000000+00:00\", \"2021-11-10 23:55:14.000000+00:00\"], \"session_ids\": [\"7a636427-2990-4c68-8978-4d72d44fb4ba\", \"7be21a45-928c-40e3-bf30-69ef4b320796\", \"9672a4c5-2d12-49d0-a321-6923344269ec\"], \"total_duration\": 942.0, \"total_sessions\": 3, \"mean_week_duration\": 6.634}, \"26985\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-05-04 19:48:49.000000+00:00\", \"2023-02-06 15:52:47.000000+00:00\", \"2020-05-15 07:21:39.000000+00:00\", \"2023-05-15 03:32:56.000000+00:00\", \"2021-04-29 16:27:49.000000+00:00\", \"2022-04-28 14:26:44.000000+00:00\"], \"session_ids\": [\"49408446-b0be-4b06-b28f-29c2225ef18e\", \"9c81b791-0c76-4c7d-8e08-5f9ecc8c37e7\", \"71818f0a-6677-46cb-85eb-15089961b821\", \"59bc7bd0-bc64-4d6f-af42-f1179f68099d\", \"0173096c-b66d-4d1f-a3df-835bdde35cc4\", \"8b182b1e-cd1d-498e-847c-358651bcdf06\"], \"total_duration\": 233.0, \"total_sessions\": 6, \"mean_week_duration\": 1.475}, \"96855\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-05-03 00:30:48.000000+00:00\", \"2019-02-17 14:05:43.000000+00:00\"], \"session_ids\": [\"d6967c73-cca8-4b96-aaf9-3fbd59ebc59d\", \"83631a76-cd3c-4884-8b7e-8757c8163e1a\"], \"total_duration\": 133.0, \"total_sessions\": 2, \"mean_week_duration\": 1.157}, \"23968\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-08-13 23:29:57.000000+00:00\", \"2022-08-26 17:03:55.000000+00:00\"], \"session_ids\": [\"d548536e-5c5d-4533-bf68-e78e93cb4d35\", \"626f5ce5-c256-470d-a5be-97704f9b13a5\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 15.0}, \"32120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-13 00:36:50.000000+00:00\", \"2023-03-27 10:59:13.000000+00:00\", \"2023-06-08 00:14:54.000000+00:00\"], \"session_ids\": [\"42cdd04f-8d16-4de6-afac-ea6255bdac2f\", \"f5f9ecf8-c8c9-4c74-b4dc-f739a02bd99f\", \"c9ff1aa8-b54e-4890-b696-1ec75b89e6fa\"], \"total_duration\": 513.0, \"total_sessions\": 3, \"mean_week_duration\": 6.256}, \"51896\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-01 04:20:20.000000+00:00\", \"2021-09-20 18:36:42.000000+00:00\"], \"session_ids\": [\"1e89caf7-b6bf-47f6-a1d4-1ea9fdff7de2\", \"bd573367-d02e-4152-8079-fb8cf9a592c7\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 5.727}, \"49309\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-02-20 05:29:09.000000+00:00\", \"2021-03-20 10:56:53.000000+00:00\", \"2021-07-17 21:47:37.000000+00:00\", \"2022-11-12 02:22:52.000000+00:00\", \"2022-12-18 10:50:49.000000+00:00\"], \"session_ids\": [\"59b87688-3387-490e-87fd-71148a4b0b14\", \"7b3f2ce8-cb43-4a50-b3d6-92130ac0ebe4\", \"8446409d-8171-4846-b2f6-56aae37cecac\", \"cb6c4214-92b4-434e-ab7d-c085e2ba37c2\", \"fb0e3c8e-c27b-4972-8af1-823b088bc189\"], \"total_duration\": 100.0, \"total_sessions\": 5, \"mean_week_duration\": 0.676}, \"89143\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-05-06 21:03:39.000000+00:00\", \"2022-05-13 06:46:50.000000+00:00\", \"2022-09-04 13:29:57.000000+00:00\", \"2019-05-07 18:12:02.000000+00:00\"], \"session_ids\": [\"ffa31214-c2f8-4ade-8eed-4f813b8511a7\", \"a5ea1d9b-9acd-4fde-8c16-ea6ca064a8e5\", \"770be273-d7e3-443f-9f36-915342f8bc3c\", \"448b9764-7c38-422b-99be-246a29e80854\"], \"total_duration\": 684.0, \"total_sessions\": 4, \"mean_week_duration\": 3.931}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an 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[{\"23968\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-08-13 23:29:57.000000+00:00\", \"2022-08-26 17:03:55.000000+00:00\"], \"session_ids\": [\"d548536e-5c5d-4533-bf68-e78e93cb4d35\", \"626f5ce5-c256-470d-a5be-97704f9b13a5\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 15.0}}, {\"38888\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-09 21:35:12.000000+00:00\", \"2022-09-06 21:16:49.000000+00:00\"], \"session_ids\": [\"f216b318-5d70-42ce-9760-091401904884\", \"5b5bbf3c-7b01-49d6-8a1c-4a02d4a6e0bd\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}}, {\"51896\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-01 04:20:20.000000+00:00\", \"2021-09-20 18:36:42.000000+00:00\"], \"session_ids\": [\"1e89caf7-b6bf-47f6-a1d4-1ea9fdff7de2\", \"bd573367-d02e-4152-8079-fb8cf9a592c7\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 5.727}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"51896\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-01 04:20:20.000000+00:00\", \"2021-09-20 18:36:42.000000+00:00\"], \"session_ids\": [\"1e89caf7-b6bf-47f6-a1d4-1ea9fdff7de2\", \"bd573367-d02e-4152-8079-fb8cf9a592c7\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 5.727}}, {\"38888\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-09 21:35:12.000000+00:00\", \"2022-09-06 21:16:49.000000+00:00\"], \"session_ids\": [\"f216b318-5d70-42ce-9760-091401904884\", \"5b5bbf3c-7b01-49d6-8a1c-4a02d4a6e0bd\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}}, {\"23968\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-08-13 23:29:57.000000+00:00\", \"2022-08-26 17:03:55.000000+00:00\"], \"session_ids\": [\"d548536e-5c5d-4533-bf68-e78e93cb4d35\", \"626f5ce5-c256-470d-a5be-97704f9b13a5\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 15.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"51896\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-01 04:20:20.000000+00:00\", \"2021-09-20 18:36:42.000000+00:00\"], \"session_ids\": [\"1e89caf7-b6bf-47f6-a1d4-1ea9fdff7de2\", \"bd573367-d02e-4152-8079-fb8cf9a592c7\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 5.727}}, {\"38888\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-09 21:35:12.000000+00:00\", \"2022-09-06 21:16:49.000000+00:00\"], \"session_ids\": [\"f216b318-5d70-42ce-9760-091401904884\", \"5b5bbf3c-7b01-49d6-8a1c-4a02d4a6e0bd\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}}]\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[{\"51896\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-01 04:20:20.000000+00:00\", \"2021-09-20 18:36:42.000000+00:00\"], \"session_ids\": [\"1e89caf7-b6bf-47f6-a1d4-1ea9fdff7de2\", \"bd573367-d02e-4152-8079-fb8cf9a592c7\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 5.727}}, {\"38888\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-09 21:35:12.000000+00:00\", \"2022-09-06 21:16:49.000000+00:00\"], \"session_ids\": [\"f216b318-5d70-42ce-9760-091401904884\", \"5b5bbf3c-7b01-49d6-8a1c-4a02d4a6e0bd\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.86}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 2 users who aren't residing in cities Prague, Istanbul, Tokyo, Manila, Panama City, Madrid also execute sorting by mean_week_duration decliningly."
}
] |
[
{
"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{\"6175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-25 09:58:24.000000+00:00\", \"2021-07-31 09:46:42.000000+00:00\", \"2023-03-28 16:36:27.000000+00:00\", \"2020-01-24 01:29:43.000000+00:00\", \"2021-05-16 21:51:41.000000+00:00\", \"2021-07-05 15:22:47.000000+00:00\", \"2022-11-19 01:09:02.000000+00:00\", \"2021-04-23 00:36:09.000000+00:00\", \"2019-04-23 22:21:01.000000+00:00\", \"2020-03-10 10:59:10.000000+00:00\", \"2023-04-08 03:36:22.000000+00:00\"], \"session_ids\": [\"689b969e-db18-4414-a5fc-1c53339184f0\", \"6962f717-6021-4dc5-a175-9b3397f08844\", \"72b2d064-c0e6-439c-aeb7-a4e1d7f7b8da\", \"47454ba2-d4cb-44f0-8d0c-56124f0bec77\", \"5e3916cc-0974-481a-a811-ea2ba9529273\", \"ebf6bb2f-0daa-49d8-9b32-403afe846d1d\", \"b2c416be-dd1a-477e-a40b-a7d730dddd2e\", \"3c62be05-1560-4db4-8c20-ed80c20086bb\", \"8bcf03f6-33de-4a90-946d-7fd7aa3a098b\", \"84bced7d-806b-45f6-b243-72a19909d09e\", \"2eab787c-e846-4990-850b-b62ea185235d\"], \"total_duration\": 8690.0, \"total_sessions\": 11, \"mean_week_duration\": 41.981}, \"22403\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-02-09 06:43:12.000000+00:00\", \"2020-05-25 15:50:25.000000+00:00\"], \"session_ids\": [\"779073f2-3855-454f-922e-ad6e601bdeeb\", \"d9682028-7315-4207-8f78-94bfe4d18cb4\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 0.944}, \"94188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-05-20 06:55:04.000000+00:00\", \"2022-07-03 12:57:01.000000+00:00\"], \"session_ids\": [\"e1f0e209-86fa-4e01-9410-2f4b38fdfe92\", \"19c34a43-be0f-49b0-9ad0-21cf63ca578b\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 14.571}, \"20704\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-18 02:49:45.000000+00:00\", \"2020-06-06 03:44:48.000000+00:00\"], \"session_ids\": [\"372bc85f-1aab-4135-9759-00ab980cfe6e\", \"fe28570d-99f5-4045-ba29-0e98854a1932\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.275}, \"4674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-03 13:25:55.000000+00:00\", \"2022-04-13 15:35:13.000000+00:00\", \"2021-11-02 07:35:49.000000+00:00\", \"2022-12-23 02:49:30.000000+00:00\", \"2022-01-11 04:47:31.000000+00:00\"], \"session_ids\": [\"d4286445-dd74-449e-be61-3523bce19a10\", \"f19f3209-9f61-48b3-a50f-3b8a04eed21d\", \"f4ce7541-cfec-4b18-8e0c-950495800590\", \"f482c294-cdeb-4172-97a8-6bd4d724237c\", \"c8572b57-71c9-40d8-bc3e-fb32e18c9d3f\"], \"total_duration\": 3956.0, \"total_sessions\": 5, \"mean_week_duration\": 54.192}, \"38462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-24 09:54:54.000000+00:00\", \"2019-12-18 15:13:26.000000+00:00\", \"2022-05-06 13:25:05.000000+00:00\", \"2021-05-12 21:37:59.000000+00:00\", \"2019-12-21 08:43:00.000000+00:00\", \"2019-07-06 09:14:14.000000+00:00\"], \"session_ids\": [\"7fe39e28-fd09-480d-9f6e-7fb0feec8638\", \"c13ee255-3a2b-459f-a800-9c6031f120ef\", \"7ec13e97-5f95-4fd7-88bb-fd8eda3f2f8a\", \"5a67a620-b0eb-4c05-9a47-944534615f47\", \"c8bcebc1-241d-4d04-910f-6aa9720a65b2\", \"a3961aec-3b4f-459e-84a9-832c71ed70cc\"], \"total_duration\": 2500.0, \"total_sessions\": 6, \"mean_week_duration\": 16.892}, \"28209\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-02-24 18:56:47.000000+00:00\", \"2022-07-06 10:54:10.000000+00:00\", \"2022-02-03 13:18:30.000000+00:00\", \"2020-08-03 00:31:26.000000+00:00\", \"2022-08-09 06:14:15.000000+00:00\"], \"session_ids\": [\"5fc42bba-1f42-4718-a6d3-7a038e156410\", \"c53e0b46-175a-438e-b67c-17a3f7256173\", \"2e88e6ed-563f-4627-ba1b-6e1773361d77\", \"888fffa9-b3f9-472a-945b-dcd69866f82f\", \"b1845437-cab9-4369-881d-7e296349d677\"], \"total_duration\": 465.0, \"total_sessions\": 5, \"mean_week_duration\": 2.569}, \"51256\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-22 08:40:30.000000+00:00\", \"2021-05-21 00:28:43.000000+00:00\"], \"session_ids\": [\"4a84f182-9e8c-43cf-86b0-953eab76dfe1\", \"0e9b0194-1f09-4058-b32e-d7b54f08796a\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 3.35}, \"42981\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-24 05:33:52.000000+00:00\", \"2020-07-07 17:42:55.000000+00:00\"], \"session_ids\": [\"570c2af9-b24d-4e95-94ac-755be2db3b59\", \"1120495a-d926-4ee9-ac0d-027ca2069671\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 2.405}, \"4096\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-06-16 00:52:31.000000+00:00\", \"2019-10-11 16:43:18.000000+00:00\", \"2022-02-17 13:18:49.000000+00:00\"], \"session_ids\": [\"225aa42d-1a03-46f7-9ef6-cd91913d9136\", \"ad0f349e-ede5-4f35-a330-ce6755dfa4fd\", \"13d33f7e-a960-4a95-9003-a250cd3f3fc7\"], \"total_duration\": 92.0, \"total_sessions\": 3, \"mean_week_duration\": 0.657}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Prague, Istanbul, Tokyo, Manila, Panama City, Madrid"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Prague\", \"Istanbul\", \"Tokyo\", \"Manila\", \"Panama City\", \"Madrid\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-25 09:58:24.000000+00:00\", \"2021-07-31 09:46:42.000000+00:00\", \"2023-03-28 16:36:27.000000+00:00\", \"2020-01-24 01:29:43.000000+00:00\", \"2021-05-16 21:51:41.000000+00:00\", \"2021-07-05 15:22:47.000000+00:00\", \"2022-11-19 01:09:02.000000+00:00\", \"2021-04-23 00:36:09.000000+00:00\", \"2019-04-23 22:21:01.000000+00:00\", \"2020-03-10 10:59:10.000000+00:00\", \"2023-04-08 03:36:22.000000+00:00\"], \"session_ids\": [\"689b969e-db18-4414-a5fc-1c53339184f0\", \"6962f717-6021-4dc5-a175-9b3397f08844\", \"72b2d064-c0e6-439c-aeb7-a4e1d7f7b8da\", \"47454ba2-d4cb-44f0-8d0c-56124f0bec77\", \"5e3916cc-0974-481a-a811-ea2ba9529273\", \"ebf6bb2f-0daa-49d8-9b32-403afe846d1d\", \"b2c416be-dd1a-477e-a40b-a7d730dddd2e\", \"3c62be05-1560-4db4-8c20-ed80c20086bb\", \"8bcf03f6-33de-4a90-946d-7fd7aa3a098b\", \"84bced7d-806b-45f6-b243-72a19909d09e\", \"2eab787c-e846-4990-850b-b62ea185235d\"], \"total_duration\": 8690.0, \"total_sessions\": 11, \"mean_week_duration\": 41.981}, \"22403\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-02-09 06:43:12.000000+00:00\", \"2020-05-25 15:50:25.000000+00:00\"], \"session_ids\": [\"779073f2-3855-454f-922e-ad6e601bdeeb\", \"d9682028-7315-4207-8f78-94bfe4d18cb4\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 0.944}, \"94188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-05-20 06:55:04.000000+00:00\", \"2022-07-03 12:57:01.000000+00:00\"], \"session_ids\": [\"e1f0e209-86fa-4e01-9410-2f4b38fdfe92\", \"19c34a43-be0f-49b0-9ad0-21cf63ca578b\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 14.571}, \"20704\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-18 02:49:45.000000+00:00\", \"2020-06-06 03:44:48.000000+00:00\"], \"session_ids\": [\"372bc85f-1aab-4135-9759-00ab980cfe6e\", \"fe28570d-99f5-4045-ba29-0e98854a1932\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.275}, \"4674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-03 13:25:55.000000+00:00\", \"2022-04-13 15:35:13.000000+00:00\", \"2021-11-02 07:35:49.000000+00:00\", \"2022-12-23 02:49:30.000000+00:00\", \"2022-01-11 04:47:31.000000+00:00\"], \"session_ids\": [\"d4286445-dd74-449e-be61-3523bce19a10\", \"f19f3209-9f61-48b3-a50f-3b8a04eed21d\", \"f4ce7541-cfec-4b18-8e0c-950495800590\", \"f482c294-cdeb-4172-97a8-6bd4d724237c\", \"c8572b57-71c9-40d8-bc3e-fb32e18c9d3f\"], \"total_duration\": 3956.0, \"total_sessions\": 5, \"mean_week_duration\": 54.192}, \"38462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-24 09:54:54.000000+00:00\", \"2019-12-18 15:13:26.000000+00:00\", \"2022-05-06 13:25:05.000000+00:00\", \"2021-05-12 21:37:59.000000+00:00\", \"2019-12-21 08:43:00.000000+00:00\", \"2019-07-06 09:14:14.000000+00:00\"], \"session_ids\": [\"7fe39e28-fd09-480d-9f6e-7fb0feec8638\", \"c13ee255-3a2b-459f-a800-9c6031f120ef\", \"7ec13e97-5f95-4fd7-88bb-fd8eda3f2f8a\", \"5a67a620-b0eb-4c05-9a47-944534615f47\", \"c8bcebc1-241d-4d04-910f-6aa9720a65b2\", \"a3961aec-3b4f-459e-84a9-832c71ed70cc\"], \"total_duration\": 2500.0, \"total_sessions\": 6, \"mean_week_duration\": 16.892}, \"28209\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-02-24 18:56:47.000000+00:00\", \"2022-07-06 10:54:10.000000+00:00\", \"2022-02-03 13:18:30.000000+00:00\", \"2020-08-03 00:31:26.000000+00:00\", \"2022-08-09 06:14:15.000000+00:00\"], \"session_ids\": [\"5fc42bba-1f42-4718-a6d3-7a038e156410\", \"c53e0b46-175a-438e-b67c-17a3f7256173\", \"2e88e6ed-563f-4627-ba1b-6e1773361d77\", \"888fffa9-b3f9-472a-945b-dcd69866f82f\", \"b1845437-cab9-4369-881d-7e296349d677\"], \"total_duration\": 465.0, \"total_sessions\": 5, \"mean_week_duration\": 2.569}, \"51256\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-22 08:40:30.000000+00:00\", \"2021-05-21 00:28:43.000000+00:00\"], \"session_ids\": [\"4a84f182-9e8c-43cf-86b0-953eab76dfe1\", \"0e9b0194-1f09-4058-b32e-d7b54f08796a\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 3.35}, \"42981\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-24 05:33:52.000000+00:00\", \"2020-07-07 17:42:55.000000+00:00\"], \"session_ids\": [\"570c2af9-b24d-4e95-94ac-755be2db3b59\", \"1120495a-d926-4ee9-ac0d-027ca2069671\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 2.405}, \"4096\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-06-16 00:52:31.000000+00:00\", \"2019-10-11 16:43:18.000000+00:00\", \"2022-02-17 13:18:49.000000+00:00\"], \"session_ids\": [\"225aa42d-1a03-46f7-9ef6-cd91913d9136\", \"ad0f349e-ede5-4f35-a330-ce6755dfa4fd\", \"13d33f7e-a960-4a95-9003-a250cd3f3fc7\"], \"total_duration\": 92.0, \"total_sessions\": 3, \"mean_week_duration\": 0.657}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"4674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-03 13:25:55.000000+00:00\", \"2022-04-13 15:35:13.000000+00:00\", \"2021-11-02 07:35:49.000000+00:00\", \"2022-12-23 02:49:30.000000+00:00\", \"2022-01-11 04:47:31.000000+00:00\"], \"session_ids\": [\"d4286445-dd74-449e-be61-3523bce19a10\", \"f19f3209-9f61-48b3-a50f-3b8a04eed21d\", \"f4ce7541-cfec-4b18-8e0c-950495800590\", \"f482c294-cdeb-4172-97a8-6bd4d724237c\", \"c8572b57-71c9-40d8-bc3e-fb32e18c9d3f\"], \"total_duration\": 3956.0, \"total_sessions\": 5, \"mean_week_duration\": 54.192}}, {\"6175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-25 09:58:24.000000+00:00\", \"2021-07-31 09:46:42.000000+00:00\", \"2023-03-28 16:36:27.000000+00:00\", \"2020-01-24 01:29:43.000000+00:00\", \"2021-05-16 21:51:41.000000+00:00\", \"2021-07-05 15:22:47.000000+00:00\", \"2022-11-19 01:09:02.000000+00:00\", \"2021-04-23 00:36:09.000000+00:00\", \"2019-04-23 22:21:01.000000+00:00\", \"2020-03-10 10:59:10.000000+00:00\", \"2023-04-08 03:36:22.000000+00:00\"], \"session_ids\": [\"689b969e-db18-4414-a5fc-1c53339184f0\", \"6962f717-6021-4dc5-a175-9b3397f08844\", \"72b2d064-c0e6-439c-aeb7-a4e1d7f7b8da\", \"47454ba2-d4cb-44f0-8d0c-56124f0bec77\", \"5e3916cc-0974-481a-a811-ea2ba9529273\", \"ebf6bb2f-0daa-49d8-9b32-403afe846d1d\", \"b2c416be-dd1a-477e-a40b-a7d730dddd2e\", \"3c62be05-1560-4db4-8c20-ed80c20086bb\", \"8bcf03f6-33de-4a90-946d-7fd7aa3a098b\", \"84bced7d-806b-45f6-b243-72a19909d09e\", \"2eab787c-e846-4990-850b-b62ea185235d\"], \"total_duration\": 8690.0, \"total_sessions\": 11, \"mean_week_duration\": 41.981}}, {\"38462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-24 09:54:54.000000+00:00\", \"2019-12-18 15:13:26.000000+00:00\", \"2022-05-06 13:25:05.000000+00:00\", \"2021-05-12 21:37:59.000000+00:00\", \"2019-12-21 08:43:00.000000+00:00\", \"2019-07-06 09:14:14.000000+00:00\"], \"session_ids\": [\"7fe39e28-fd09-480d-9f6e-7fb0feec8638\", \"c13ee255-3a2b-459f-a800-9c6031f120ef\", \"7ec13e97-5f95-4fd7-88bb-fd8eda3f2f8a\", \"5a67a620-b0eb-4c05-9a47-944534615f47\", \"c8bcebc1-241d-4d04-910f-6aa9720a65b2\", \"a3961aec-3b4f-459e-84a9-832c71ed70cc\"], \"total_duration\": 2500.0, \"total_sessions\": 6, \"mean_week_duration\": 16.892}}, {\"94188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-05-20 06:55:04.000000+00:00\", \"2022-07-03 12:57:01.000000+00:00\"], \"session_ids\": [\"e1f0e209-86fa-4e01-9410-2f4b38fdfe92\", \"19c34a43-be0f-49b0-9ad0-21cf63ca578b\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 14.571}}, {\"51256\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-22 08:40:30.000000+00:00\", \"2021-05-21 00:28:43.000000+00:00\"], \"session_ids\": [\"4a84f182-9e8c-43cf-86b0-953eab76dfe1\", \"0e9b0194-1f09-4058-b32e-d7b54f08796a\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 3.35}}, {\"28209\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-02-24 18:56:47.000000+00:00\", \"2022-07-06 10:54:10.000000+00:00\", \"2022-02-03 13:18:30.000000+00:00\", \"2020-08-03 00:31:26.000000+00:00\", \"2022-08-09 06:14:15.000000+00:00\"], \"session_ids\": [\"5fc42bba-1f42-4718-a6d3-7a038e156410\", \"c53e0b46-175a-438e-b67c-17a3f7256173\", \"2e88e6ed-563f-4627-ba1b-6e1773361d77\", \"888fffa9-b3f9-472a-945b-dcd69866f82f\", \"b1845437-cab9-4369-881d-7e296349d677\"], \"total_duration\": 465.0, \"total_sessions\": 5, \"mean_week_duration\": 2.569}}, {\"42981\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-24 05:33:52.000000+00:00\", \"2020-07-07 17:42:55.000000+00:00\"], \"session_ids\": [\"570c2af9-b24d-4e95-94ac-755be2db3b59\", \"1120495a-d926-4ee9-ac0d-027ca2069671\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 2.405}}, {\"22403\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-02-09 06:43:12.000000+00:00\", \"2020-05-25 15:50:25.000000+00:00\"], \"session_ids\": [\"779073f2-3855-454f-922e-ad6e601bdeeb\", \"d9682028-7315-4207-8f78-94bfe4d18cb4\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 0.944}}, {\"4096\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-06-16 00:52:31.000000+00:00\", \"2019-10-11 16:43:18.000000+00:00\", \"2022-02-17 13:18:49.000000+00:00\"], \"session_ids\": [\"225aa42d-1a03-46f7-9ef6-cd91913d9136\", \"ad0f349e-ede5-4f35-a330-ce6755dfa4fd\", \"13d33f7e-a960-4a95-9003-a250cd3f3fc7\"], \"total_duration\": 92.0, \"total_sessions\": 3, \"mean_week_duration\": 0.657}}, {\"20704\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-18 02:49:45.000000+00:00\", \"2020-06-06 03:44:48.000000+00:00\"], \"session_ids\": [\"372bc85f-1aab-4135-9759-00ab980cfe6e\", \"fe28570d-99f5-4045-ba29-0e98854a1932\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.275}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"4674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-03 13:25:55.000000+00:00\", \"2022-04-13 15:35:13.000000+00:00\", \"2021-11-02 07:35:49.000000+00:00\", \"2022-12-23 02:49:30.000000+00:00\", \"2022-01-11 04:47:31.000000+00:00\"], \"session_ids\": [\"d4286445-dd74-449e-be61-3523bce19a10\", \"f19f3209-9f61-48b3-a50f-3b8a04eed21d\", \"f4ce7541-cfec-4b18-8e0c-950495800590\", \"f482c294-cdeb-4172-97a8-6bd4d724237c\", \"c8572b57-71c9-40d8-bc3e-fb32e18c9d3f\"], \"total_duration\": 3956.0, \"total_sessions\": 5, \"mean_week_duration\": 54.192}}, {\"6175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-25 09:58:24.000000+00:00\", \"2021-07-31 09:46:42.000000+00:00\", \"2023-03-28 16:36:27.000000+00:00\", \"2020-01-24 01:29:43.000000+00:00\", \"2021-05-16 21:51:41.000000+00:00\", \"2021-07-05 15:22:47.000000+00:00\", \"2022-11-19 01:09:02.000000+00:00\", \"2021-04-23 00:36:09.000000+00:00\", \"2019-04-23 22:21:01.000000+00:00\", \"2020-03-10 10:59:10.000000+00:00\", \"2023-04-08 03:36:22.000000+00:00\"], \"session_ids\": [\"689b969e-db18-4414-a5fc-1c53339184f0\", \"6962f717-6021-4dc5-a175-9b3397f08844\", \"72b2d064-c0e6-439c-aeb7-a4e1d7f7b8da\", \"47454ba2-d4cb-44f0-8d0c-56124f0bec77\", \"5e3916cc-0974-481a-a811-ea2ba9529273\", \"ebf6bb2f-0daa-49d8-9b32-403afe846d1d\", \"b2c416be-dd1a-477e-a40b-a7d730dddd2e\", \"3c62be05-1560-4db4-8c20-ed80c20086bb\", \"8bcf03f6-33de-4a90-946d-7fd7aa3a098b\", \"84bced7d-806b-45f6-b243-72a19909d09e\", \"2eab787c-e846-4990-850b-b62ea185235d\"], \"total_duration\": 8690.0, \"total_sessions\": 11, \"mean_week_duration\": 41.981}}]\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[{\"4674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-03 13:25:55.000000+00:00\", \"2022-04-13 15:35:13.000000+00:00\", \"2021-11-02 07:35:49.000000+00:00\", \"2022-12-23 02:49:30.000000+00:00\", \"2022-01-11 04:47:31.000000+00:00\"], \"session_ids\": [\"d4286445-dd74-449e-be61-3523bce19a10\", \"f19f3209-9f61-48b3-a50f-3b8a04eed21d\", \"f4ce7541-cfec-4b18-8e0c-950495800590\", \"f482c294-cdeb-4172-97a8-6bd4d724237c\", \"c8572b57-71c9-40d8-bc3e-fb32e18c9d3f\"], \"total_duration\": 3956.0, \"total_sessions\": 5, \"mean_week_duration\": 54.192}}, {\"6175\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-04-25 09:58:24.000000+00:00\", \"2021-07-31 09:46:42.000000+00:00\", \"2023-03-28 16:36:27.000000+00:00\", \"2020-01-24 01:29:43.000000+00:00\", \"2021-05-16 21:51:41.000000+00:00\", \"2021-07-05 15:22:47.000000+00:00\", \"2022-11-19 01:09:02.000000+00:00\", \"2021-04-23 00:36:09.000000+00:00\", \"2019-04-23 22:21:01.000000+00:00\", \"2020-03-10 10:59:10.000000+00:00\", \"2023-04-08 03:36:22.000000+00:00\"], \"session_ids\": [\"689b969e-db18-4414-a5fc-1c53339184f0\", \"6962f717-6021-4dc5-a175-9b3397f08844\", \"72b2d064-c0e6-439c-aeb7-a4e1d7f7b8da\", \"47454ba2-d4cb-44f0-8d0c-56124f0bec77\", \"5e3916cc-0974-481a-a811-ea2ba9529273\", \"ebf6bb2f-0daa-49d8-9b32-403afe846d1d\", \"b2c416be-dd1a-477e-a40b-a7d730dddd2e\", \"3c62be05-1560-4db4-8c20-ed80c20086bb\", \"8bcf03f6-33de-4a90-946d-7fd7aa3a098b\", \"84bced7d-806b-45f6-b243-72a19909d09e\", \"2eab787c-e846-4990-850b-b62ea185235d\"], \"total_duration\": 8690.0, \"total_sessions\": 11, \"mean_week_duration\": 41.981}}]\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 need to get information about 8 users who hold the bottom position in average_week_duration in addition apply sorting by overall total sessions form the highest to the lowest plus get rid of all records, except 4."
}
] |
[
{
"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{\"47726\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-04 15:28:30.000000+00:00\", \"2022-02-08 04:39:26.000000+00:00\"], \"session_ids\": [\"bf875d9b-23ab-40a6-bfb0-f2374ae46a06\", \"fb9b906c-17ff-48b0-9e6f-3e2d6896fa4f\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 1.276}, \"93133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-27 02:39:34.000000+00:00\", \"2019-10-07 11:22:08.000000+00:00\"], \"session_ids\": [\"48a86b6d-a039-4abc-9d99-022f1c2aca68\", \"70881611-601f-48b7-80e8-8533cb8d517d\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 1.129}, \"54416\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 6, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-12-27 11:03:37.000000+00:00\", \"2021-10-05 12:02:20.000000+00:00\"], \"session_ids\": [\"ce82a8c0-a7bf-4b14-ad2c-fb021d9e2317\", \"31878806-93c8-4367-9a3e-5af55d8a78b1\"], \"total_duration\": 428.0, \"total_sessions\": 2, \"mean_week_duration\": 6.688}, \"50767\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-29 21:32:51.000000+00:00\", \"2022-06-14 07:16:18.000000+00:00\", \"2022-10-07 16:37:26.000000+00:00\", \"2021-10-23 20:45:33.000000+00:00\"], \"session_ids\": [\"941effb9-1374-428b-ad6e-9e36ed1dfe37\", \"ffdee725-e42d-43ae-8d95-f77682b7b355\", \"844aaded-9486-4151-be43-76a92f0fb47b\", \"f35ee5a5-6237-4731-bda8-77c947a6d362\"], \"total_duration\": 1697.0, \"total_sessions\": 4, \"mean_week_duration\": 11.389}, \"47017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-01-11 09:59:01.000000+00:00\", \"2023-04-13 20:26:28.000000+00:00\"], \"session_ids\": [\"c2d511b5-6b1b-4932-91aa-04476894028e\", \"be6c5175-8c9d-4e0d-ae56-868648010cb2\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 14.429}, \"81061\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-26 12:57:44.000000+00:00\", \"2022-03-24 01:17:38.000000+00:00\"], \"session_ids\": [\"f3794123-689e-4c38-b719-abec20447c4e\", \"7d65a58e-cf33-49cf-9f60-a464230c1cc3\"], \"total_duration\": 428.0, \"total_sessions\": 2, \"mean_week_duration\": 7.509}, \"8530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-11-21 17:29:51.000000+00:00\", \"2019-08-23 14:59:01.000000+00:00\", \"2023-03-11 10:03:55.000000+00:00\", \"2020-11-16 06:41:09.000000+00:00\"], \"session_ids\": [\"b7687fb5-410c-488b-ba7c-cf34f9363da6\", \"96bb5581-2cf6-48d1-b282-8a6ff32d9a72\", \"e18e6ddc-b5f4-4002-8167-ce9b8971fa2a\", \"437eac6d-10be-41e6-9b1b-04427f700f7d\"], \"total_duration\": 91.0, \"total_sessions\": 4, \"mean_week_duration\": 0.492}, \"85244\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-09-08 11:35:22.000000+00:00\", \"2021-09-27 23:43:34.000000+00:00\"], \"session_ids\": [\"b86703de-2eb6-449b-ad46-e7fe969b81a2\", \"bb8f1614-e61c-427a-87f4-58b2bf990000\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 5.18}, \"21954\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-01-12 17:55:12.000000+00:00\", \"2023-02-27 22:10:43.000000+00:00\", \"2022-01-28 14:47:19.000000+00:00\"], \"session_ids\": [\"344120da-307f-4f6a-b768-fc11bafdd0fb\", \"c2f60e2b-8ed4-47e0-b845-397a7b2dd9a6\", \"6cb4d7b3-0337-4e50-9b91-975d40135293\"], \"total_duration\": 145.0, \"total_sessions\": 3, \"mean_week_duration\": 1.306}, \"61075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-02-13 18:04:31.000000+00:00\", \"2020-09-29 15:24:15.000000+00:00\", \"2019-01-22 05:00:47.000000+00:00\"], \"session_ids\": [\"68f6cf9d-b0d8-4f33-8ee7-526ba60b53cf\", \"25a0396b-5d84-4990-ae45-0200a801a6c9\", \"23cf5bc3-f8fe-49ea-bb59-619f1bfb2a90\"], \"total_duration\": 1077.0, \"total_sessions\": 3, \"mean_week_duration\": 5.08}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the lowest 8 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": 8}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"8530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-11-21 17:29:51.000000+00:00\", \"2019-08-23 14:59:01.000000+00:00\", \"2023-03-11 10:03:55.000000+00:00\", \"2020-11-16 06:41:09.000000+00:00\"], \"session_ids\": [\"b7687fb5-410c-488b-ba7c-cf34f9363da6\", \"96bb5581-2cf6-48d1-b282-8a6ff32d9a72\", \"e18e6ddc-b5f4-4002-8167-ce9b8971fa2a\", \"437eac6d-10be-41e6-9b1b-04427f700f7d\"], \"total_duration\": 91.0, \"total_sessions\": 4, \"mean_week_duration\": 0.492}}, {\"93133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-27 02:39:34.000000+00:00\", \"2019-10-07 11:22:08.000000+00:00\"], \"session_ids\": [\"48a86b6d-a039-4abc-9d99-022f1c2aca68\", \"70881611-601f-48b7-80e8-8533cb8d517d\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 1.129}}, {\"47726\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-04 15:28:30.000000+00:00\", \"2022-02-08 04:39:26.000000+00:00\"], \"session_ids\": [\"bf875d9b-23ab-40a6-bfb0-f2374ae46a06\", \"fb9b906c-17ff-48b0-9e6f-3e2d6896fa4f\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 1.276}}, {\"21954\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-01-12 17:55:12.000000+00:00\", \"2023-02-27 22:10:43.000000+00:00\", \"2022-01-28 14:47:19.000000+00:00\"], \"session_ids\": [\"344120da-307f-4f6a-b768-fc11bafdd0fb\", \"c2f60e2b-8ed4-47e0-b845-397a7b2dd9a6\", \"6cb4d7b3-0337-4e50-9b91-975d40135293\"], \"total_duration\": 145.0, \"total_sessions\": 3, \"mean_week_duration\": 1.306}}, {\"61075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-02-13 18:04:31.000000+00:00\", \"2020-09-29 15:24:15.000000+00:00\", \"2019-01-22 05:00:47.000000+00:00\"], \"session_ids\": [\"68f6cf9d-b0d8-4f33-8ee7-526ba60b53cf\", \"25a0396b-5d84-4990-ae45-0200a801a6c9\", \"23cf5bc3-f8fe-49ea-bb59-619f1bfb2a90\"], \"total_duration\": 1077.0, \"total_sessions\": 3, \"mean_week_duration\": 5.08}}, {\"85244\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-09-08 11:35:22.000000+00:00\", \"2021-09-27 23:43:34.000000+00:00\"], \"session_ids\": [\"b86703de-2eb6-449b-ad46-e7fe969b81a2\", \"bb8f1614-e61c-427a-87f4-58b2bf990000\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 5.18}}, {\"54416\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 6, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-12-27 11:03:37.000000+00:00\", \"2021-10-05 12:02:20.000000+00:00\"], \"session_ids\": [\"ce82a8c0-a7bf-4b14-ad2c-fb021d9e2317\", \"31878806-93c8-4367-9a3e-5af55d8a78b1\"], \"total_duration\": 428.0, \"total_sessions\": 2, \"mean_week_duration\": 6.688}}, {\"81061\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-26 12:57:44.000000+00:00\", \"2022-03-24 01:17:38.000000+00:00\"], \"session_ids\": [\"f3794123-689e-4c38-b719-abec20447c4e\", \"7d65a58e-cf33-49cf-9f60-a464230c1cc3\"], \"total_duration\": 428.0, \"total_sessions\": 2, \"mean_week_duration\": 7.509}}]\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[{\"8530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-11-21 17:29:51.000000+00:00\", \"2019-08-23 14:59:01.000000+00:00\", \"2023-03-11 10:03:55.000000+00:00\", \"2020-11-16 06:41:09.000000+00:00\"], \"session_ids\": [\"b7687fb5-410c-488b-ba7c-cf34f9363da6\", \"96bb5581-2cf6-48d1-b282-8a6ff32d9a72\", \"e18e6ddc-b5f4-4002-8167-ce9b8971fa2a\", \"437eac6d-10be-41e6-9b1b-04427f700f7d\"], \"total_duration\": 91.0, \"total_sessions\": 4, \"mean_week_duration\": 0.492}}, {\"21954\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-01-12 17:55:12.000000+00:00\", \"2023-02-27 22:10:43.000000+00:00\", \"2022-01-28 14:47:19.000000+00:00\"], \"session_ids\": [\"344120da-307f-4f6a-b768-fc11bafdd0fb\", \"c2f60e2b-8ed4-47e0-b845-397a7b2dd9a6\", \"6cb4d7b3-0337-4e50-9b91-975d40135293\"], \"total_duration\": 145.0, \"total_sessions\": 3, \"mean_week_duration\": 1.306}}, {\"61075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-02-13 18:04:31.000000+00:00\", \"2020-09-29 15:24:15.000000+00:00\", \"2019-01-22 05:00:47.000000+00:00\"], \"session_ids\": [\"68f6cf9d-b0d8-4f33-8ee7-526ba60b53cf\", \"25a0396b-5d84-4990-ae45-0200a801a6c9\", \"23cf5bc3-f8fe-49ea-bb59-619f1bfb2a90\"], \"total_duration\": 1077.0, \"total_sessions\": 3, \"mean_week_duration\": 5.08}}, {\"93133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-27 02:39:34.000000+00:00\", \"2019-10-07 11:22:08.000000+00:00\"], \"session_ids\": [\"48a86b6d-a039-4abc-9d99-022f1c2aca68\", \"70881611-601f-48b7-80e8-8533cb8d517d\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 1.129}}, {\"47726\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-04 15:28:30.000000+00:00\", \"2022-02-08 04:39:26.000000+00:00\"], \"session_ids\": [\"bf875d9b-23ab-40a6-bfb0-f2374ae46a06\", \"fb9b906c-17ff-48b0-9e6f-3e2d6896fa4f\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 1.276}}, {\"85244\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-09-08 11:35:22.000000+00:00\", \"2021-09-27 23:43:34.000000+00:00\"], \"session_ids\": [\"b86703de-2eb6-449b-ad46-e7fe969b81a2\", \"bb8f1614-e61c-427a-87f4-58b2bf990000\"], \"total_duration\": 259.0, \"total_sessions\": 2, \"mean_week_duration\": 5.18}}, {\"54416\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 6, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-12-27 11:03:37.000000+00:00\", \"2021-10-05 12:02:20.000000+00:00\"], \"session_ids\": [\"ce82a8c0-a7bf-4b14-ad2c-fb021d9e2317\", \"31878806-93c8-4367-9a3e-5af55d8a78b1\"], \"total_duration\": 428.0, \"total_sessions\": 2, \"mean_week_duration\": 6.688}}, {\"81061\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-26 12:57:44.000000+00:00\", \"2022-03-24 01:17:38.000000+00:00\"], \"session_ids\": [\"f3794123-689e-4c38-b719-abec20447c4e\", \"7d65a58e-cf33-49cf-9f60-a464230c1cc3\"], \"total_duration\": 428.0, \"total_sessions\": 2, \"mean_week_duration\": 7.509}}]\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[{\"8530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-11-21 17:29:51.000000+00:00\", \"2019-08-23 14:59:01.000000+00:00\", \"2023-03-11 10:03:55.000000+00:00\", \"2020-11-16 06:41:09.000000+00:00\"], \"session_ids\": [\"b7687fb5-410c-488b-ba7c-cf34f9363da6\", \"96bb5581-2cf6-48d1-b282-8a6ff32d9a72\", \"e18e6ddc-b5f4-4002-8167-ce9b8971fa2a\", \"437eac6d-10be-41e6-9b1b-04427f700f7d\"], \"total_duration\": 91.0, \"total_sessions\": 4, \"mean_week_duration\": 0.492}}, {\"21954\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-01-12 17:55:12.000000+00:00\", \"2023-02-27 22:10:43.000000+00:00\", \"2022-01-28 14:47:19.000000+00:00\"], \"session_ids\": [\"344120da-307f-4f6a-b768-fc11bafdd0fb\", \"c2f60e2b-8ed4-47e0-b845-397a7b2dd9a6\", \"6cb4d7b3-0337-4e50-9b91-975d40135293\"], \"total_duration\": 145.0, \"total_sessions\": 3, \"mean_week_duration\": 1.306}}, {\"61075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-02-13 18:04:31.000000+00:00\", \"2020-09-29 15:24:15.000000+00:00\", \"2019-01-22 05:00:47.000000+00:00\"], \"session_ids\": [\"68f6cf9d-b0d8-4f33-8ee7-526ba60b53cf\", \"25a0396b-5d84-4990-ae45-0200a801a6c9\", \"23cf5bc3-f8fe-49ea-bb59-619f1bfb2a90\"], \"total_duration\": 1077.0, \"total_sessions\": 3, \"mean_week_duration\": 5.08}}, {\"93133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-27 02:39:34.000000+00:00\", \"2019-10-07 11:22:08.000000+00:00\"], \"session_ids\": [\"48a86b6d-a039-4abc-9d99-022f1c2aca68\", \"70881611-601f-48b7-80e8-8533cb8d517d\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 1.129}}]\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[{\"8530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-11-21 17:29:51.000000+00:00\", \"2019-08-23 14:59:01.000000+00:00\", \"2023-03-11 10:03:55.000000+00:00\", \"2020-11-16 06:41:09.000000+00:00\"], \"session_ids\": [\"b7687fb5-410c-488b-ba7c-cf34f9363da6\", \"96bb5581-2cf6-48d1-b282-8a6ff32d9a72\", \"e18e6ddc-b5f4-4002-8167-ce9b8971fa2a\", \"437eac6d-10be-41e6-9b1b-04427f700f7d\"], \"total_duration\": 91.0, \"total_sessions\": 4, \"mean_week_duration\": 0.492}}, {\"21954\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-01-12 17:55:12.000000+00:00\", \"2023-02-27 22:10:43.000000+00:00\", \"2022-01-28 14:47:19.000000+00:00\"], \"session_ids\": [\"344120da-307f-4f6a-b768-fc11bafdd0fb\", \"c2f60e2b-8ed4-47e0-b845-397a7b2dd9a6\", \"6cb4d7b3-0337-4e50-9b91-975d40135293\"], \"total_duration\": 145.0, \"total_sessions\": 3, \"mean_week_duration\": 1.306}}, {\"61075\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-02-13 18:04:31.000000+00:00\", \"2020-09-29 15:24:15.000000+00:00\", \"2019-01-22 05:00:47.000000+00:00\"], \"session_ids\": [\"68f6cf9d-b0d8-4f33-8ee7-526ba60b53cf\", \"25a0396b-5d84-4990-ae45-0200a801a6c9\", \"23cf5bc3-f8fe-49ea-bb59-619f1bfb2a90\"], \"total_duration\": 1077.0, \"total_sessions\": 3, \"mean_week_duration\": 5.08}}, {\"93133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-27 02:39:34.000000+00:00\", \"2019-10-07 11:22:08.000000+00:00\"], \"session_ids\": [\"48a86b6d-a039-4abc-9d99-022f1c2aca68\", \"70881611-601f-48b7-80e8-8533cb8d517d\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 1.129}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 8 users whose duration of sessions per week is strictly bigger than 22 , and put to use sorting by time using the app 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{\"27929\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-03-22 13:36:30.000000+00:00\", \"2022-10-19 11:04:28.000000+00:00\"], \"session_ids\": [\"fe1ffefa-faf3-4499-b8f3-1b19e496e465\", \"aa26ad8d-4122-4a45-8602-3e3331226b6e\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 3.727}, \"44959\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-12-08 23:27:25.000000+00:00\", \"2019-09-17 18:14:19.000000+00:00\", \"2020-07-10 00:15:27.000000+00:00\", \"2020-10-26 10:16:15.000000+00:00\", \"2023-01-05 04:25:10.000000+00:00\"], \"session_ids\": [\"f01c5db6-7683-45ad-b2ee-7ee4581de449\", \"f446c8fe-3534-4ec2-bb6d-953a555eda8d\", \"4b20cc8a-84f8-41b9-bf39-c47f26c5b17e\", \"233e7a3a-0b7c-4435-985f-c1a01701b049\", \"9ffb393b-0420-45a2-94f8-b7c632937452\"], \"total_duration\": 3253.0, \"total_sessions\": 5, \"mean_week_duration\": 18.803}, \"53643\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-01 02:45:19.000000+00:00\", \"2019-12-27 19:42:54.000000+00:00\"], \"session_ids\": [\"1c5a0dad-b9fe-446e-aa69-85198bd97990\", \"544e40b4-d967-4b8c-b446-35b752237a4b\"], \"total_duration\": 400.0, \"total_sessions\": 2, \"mean_week_duration\": 2.778}, \"99712\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-12-18 19:19:47.000000+00:00\", \"2023-05-01 20:37:41.000000+00:00\"], \"session_ids\": [\"45d2f5ce-0ee6-4748-b99c-edf65cf5e555\", \"0d07e7d2-96de-4732-9633-0cc6a6fb1341\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 22.75}, \"18384\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-07-14 19:11:34.000000+00:00\", \"2020-07-03 11:13:27.000000+00:00\", \"2021-06-23 04:22:06.000000+00:00\"], \"session_ids\": [\"8a341776-e0fb-418f-8f8b-8a03198ec4b4\", \"b345c95e-ec8c-47fb-b627-2edc891f874e\", \"4e030929-48d8-4a4c-8211-05703c7b9fe4\"], \"total_duration\": 319.0, \"total_sessions\": 3, \"mean_week_duration\": 3.009}, \"64500\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-01-29 19:03:14.000000+00:00\", \"2021-09-04 11:48:03.000000+00:00\", \"2019-05-26 02:36:39.000000+00:00\"], \"session_ids\": [\"df9cd14a-65cb-45b6-af03-0e7d96137add\", \"c620b4a1-3d48-4a34-bbb6-7e0022b19a3c\", \"01a0e26d-9ff7-4d6f-af90-65a8cd554d57\"], \"total_duration\": 786.0, \"total_sessions\": 3, \"mean_week_duration\": 5.779}, \"81158\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-28 07:01:37.000000+00:00\", \"2019-04-16 07:50:28.000000+00:00\", \"2023-01-17 23:43:58.000000+00:00\"], \"session_ids\": [\"64ffd28b-3f23-4e6b-9236-81ffb015a505\", \"c181a83d-b273-4b4d-9da3-f48ee1f14605\", \"d06b89c3-fddb-4d4f-85a7-b407a4b6c8da\"], \"total_duration\": 487.0, \"total_sessions\": 3, \"mean_week_duration\": 2.485}, \"2493\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-16 07:30:49.000000+00:00\", \"2022-10-01 20:45:13.000000+00:00\", \"2020-02-05 22:47:51.000000+00:00\", \"2021-05-18 05:07:36.000000+00:00\", \"2023-05-13 09:36:16.000000+00:00\"], \"session_ids\": [\"c19f3fa5-3e15-40fe-b147-5db91a406e3e\", \"c75163cf-6f96-4d74-bb6a-f43455344471\", \"94db7567-68f3-49d6-9991-87bfce75557a\", \"e70db1f7-463f-44e9-b017-b63f4c54ee76\", \"3ae08d52-179c-459e-b933-b0da8c74dc0c\"], \"total_duration\": 104.0, \"total_sessions\": 5, \"mean_week_duration\": 0.571}, \"10158\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2023-06-17 23:29:10.000000+00:00\", \"2022-12-05 11:49:41.000000+00:00\"], \"session_ids\": [\"cb1ff339-ca8f-4c9f-a5a0-42f62b2ea43b\", \"d9482cc0-71ce-4c12-b623-b40d796c57e5\"], \"total_duration\": 280.0, \"total_sessions\": 2, \"mean_week_duration\": 10.0}, \"72849\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-04-05 17:26:45.000000+00:00\", \"2021-05-02 22:35:09.000000+00:00\"], \"session_ids\": [\"93609648-b751-4bcd-aa3f-b2b18f5b9a5e\", \"6b5f1523-9963-4d85-803c-3dda606dd869\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.776}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 22"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[22, 30]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"99712\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-12-18 19:19:47.000000+00:00\", \"2023-05-01 20:37:41.000000+00:00\"], \"session_ids\": [\"45d2f5ce-0ee6-4748-b99c-edf65cf5e555\", \"0d07e7d2-96de-4732-9633-0cc6a6fb1341\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 22.75}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by 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[{\"99712\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-12-18 19:19:47.000000+00:00\", \"2023-05-01 20:37:41.000000+00:00\"], \"session_ids\": [\"45d2f5ce-0ee6-4748-b99c-edf65cf5e555\", \"0d07e7d2-96de-4732-9633-0cc6a6fb1341\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 22.75}}]\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[{\"99712\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-12-18 19:19:47.000000+00:00\", \"2023-05-01 20:37:41.000000+00:00\"], \"session_ids\": [\"45d2f5ce-0ee6-4748-b99c-edf65cf5e555\", \"0d07e7d2-96de-4732-9633-0cc6a6fb1341\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 22.75}}]\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[{\"99712\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-12-18 19:19:47.000000+00:00\", \"2023-05-01 20:37:41.000000+00:00\"], \"session_ids\": [\"45d2f5ce-0ee6-4748-b99c-edf65cf5e555\", \"0d07e7d2-96de-4732-9633-0cc6a6fb1341\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 22.75}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 3 users to me who live in cities Amsterdam, Karachi, Buenos Aires, Caracas, Vienna and in addition implement sorting by total_duration ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39646\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-03 00:49:06.000000+00:00\", \"2020-10-11 18:33:17.000000+00:00\", \"2020-12-18 10:42:48.000000+00:00\", \"2021-07-28 06:32:32.000000+00:00\"], \"session_ids\": [\"e0da4c19-dbcf-476f-9809-74971b3c419b\", \"72444f9e-9154-4fb7-9b30-4c28f1ddaf27\", \"e76e1ea7-8125-4e73-88b0-8bbf7d5983ae\", \"bfe85d23-5ef4-4446-8b15-5460744e318f\"], \"total_duration\": 258.0, \"total_sessions\": 4, \"mean_week_duration\": 2.132}, \"56887\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-04-10 01:31:44.000000+00:00\", \"2020-01-16 12:35:54.000000+00:00\"], \"session_ids\": [\"66c2edda-f57d-430d-9e32-06c95f847d42\", \"872c2a89-0e5c-4e2e-8932-e641609713cb\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 3.94}, \"90206\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-08-30 09:32:13.000000+00:00\", \"2021-02-07 07:49:29.000000+00:00\"], \"session_ids\": [\"f0fbb8f8-e8c8-4481-9d89-d3d8f60cd2b6\", \"24233586-cff7-49aa-a847-0b5b662421f5\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 2.092}, \"98037\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-10-11 22:29:19.000000+00:00\", \"2021-06-10 15:38:19.000000+00:00\"], \"session_ids\": [\"6cc5a1a4-5c08-4c5e-8740-848dea831c2e\", \"462235f8-42c6-466b-9d65-d4d8d64ed19a\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 4.989}, \"34178\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-02 10:54:06.000000+00:00\", \"2023-04-11 17:23:01.000000+00:00\", \"2020-06-19 11:47:32.000000+00:00\", \"2019-09-26 17:10:33.000000+00:00\", \"2019-12-27 08:47:59.000000+00:00\", \"2020-12-21 10:02:07.000000+00:00\", \"2022-04-11 08:16:21.000000+00:00\"], \"session_ids\": [\"7a9a3856-755c-4729-b3b0-a16bf131d72d\", \"7c93ad05-c2a1-43d9-83bf-ede416b9254d\", \"ef1c186e-8673-4204-9746-af90aa9229e1\", \"a30c2c41-cc9c-48f2-b81a-a2fd031ff575\", \"222c9f18-a5f8-43f5-8fd2-70bcdd29e177\", \"0fec1306-561a-4f0f-a442-4a183b9ad302\", \"0a1601bc-4e26-4a93-a731-d3a3dabf27fa\"], \"total_duration\": 2901.0, \"total_sessions\": 7, \"mean_week_duration\": 15.681}, \"7229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-21 00:53:36.000000+00:00\", \"2022-09-17 20:30:59.000000+00:00\", \"2022-12-02 12:56:40.000000+00:00\"], \"session_ids\": [\"33bdc335-f18e-4ca9-9846-0a3a13f24417\", \"5e8582da-e6e8-4adf-a50f-04cd3c94ec97\", \"71fa9507-ad71-40dd-b457-9f40dc840fe0\"], \"total_duration\": 691.0, \"total_sessions\": 3, \"mean_week_duration\": 4.239}, \"31251\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-02-24 15:39:43.000000+00:00\", \"2021-12-01 01:00:16.000000+00:00\"], \"session_ids\": [\"27a59f03-ae14-470c-8a31-da1cb962c553\", \"3bb0b163-ad2a-485b-b00f-16dea38e5f21\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.628}, \"5194\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-09 06:25:18.000000+00:00\", \"2022-03-17 19:54:12.000000+00:00\", \"2022-01-09 01:08:52.000000+00:00\"], \"session_ids\": [\"e53e56fd-7fe3-4bbd-9a19-fec5b9da17f5\", \"e899c135-1923-4685-b7d1-4d6568dd7c8f\", \"ea998cf0-55b9-474e-a3bf-a23c21e2e11b\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 0.623}, \"71026\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-09-07 04:53:35.000000+00:00\", \"2020-04-09 13:20:32.000000+00:00\", \"2020-11-26 17:58:40.000000+00:00\"], \"session_ids\": [\"97d8d4fb-a296-4abe-8ef1-adcbb16c9061\", \"a0d7d47c-0e8e-4d73-9d18-7c8d42a8b615\", \"a7f26532-1799-46ed-b130-5755699a56a8\"], \"total_duration\": 41.0, \"total_sessions\": 3, \"mean_week_duration\": 0.554}, \"63773\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-05 01:02:05.000000+00:00\", \"2022-03-23 02:53:54.000000+00:00\"], \"session_ids\": [\"4e8b197e-03b8-4527-b919-4828a38a07fc\", \"6caf20e1-40d4-4049-93a2-785d1a194f8b\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 1.093}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Amsterdam, Karachi, Buenos Aires, Caracas, Vienna"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Amsterdam\", \"Karachi\", \"Buenos Aires\", \"Caracas\", \"Vienna\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"7229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-21 00:53:36.000000+00:00\", \"2022-09-17 20:30:59.000000+00:00\", \"2022-12-02 12:56:40.000000+00:00\"], \"session_ids\": [\"33bdc335-f18e-4ca9-9846-0a3a13f24417\", \"5e8582da-e6e8-4adf-a50f-04cd3c94ec97\", \"71fa9507-ad71-40dd-b457-9f40dc840fe0\"], \"total_duration\": 691.0, \"total_sessions\": 3, \"mean_week_duration\": 4.239}, \"5194\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-09 06:25:18.000000+00:00\", \"2022-03-17 19:54:12.000000+00:00\", \"2022-01-09 01:08:52.000000+00:00\"], \"session_ids\": [\"e53e56fd-7fe3-4bbd-9a19-fec5b9da17f5\", \"e899c135-1923-4685-b7d1-4d6568dd7c8f\", \"ea998cf0-55b9-474e-a3bf-a23c21e2e11b\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 0.623}}\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[{\"5194\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-09 06:25:18.000000+00:00\", \"2022-03-17 19:54:12.000000+00:00\", \"2022-01-09 01:08:52.000000+00:00\"], \"session_ids\": [\"e53e56fd-7fe3-4bbd-9a19-fec5b9da17f5\", \"e899c135-1923-4685-b7d1-4d6568dd7c8f\", \"ea998cf0-55b9-474e-a3bf-a23c21e2e11b\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 0.623}}, {\"7229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-21 00:53:36.000000+00:00\", \"2022-09-17 20:30:59.000000+00:00\", \"2022-12-02 12:56:40.000000+00:00\"], \"session_ids\": [\"33bdc335-f18e-4ca9-9846-0a3a13f24417\", \"5e8582da-e6e8-4adf-a50f-04cd3c94ec97\", \"71fa9507-ad71-40dd-b457-9f40dc840fe0\"], \"total_duration\": 691.0, \"total_sessions\": 3, \"mean_week_duration\": 4.239}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"5194\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-09 06:25:18.000000+00:00\", \"2022-03-17 19:54:12.000000+00:00\", \"2022-01-09 01:08:52.000000+00:00\"], \"session_ids\": [\"e53e56fd-7fe3-4bbd-9a19-fec5b9da17f5\", \"e899c135-1923-4685-b7d1-4d6568dd7c8f\", \"ea998cf0-55b9-474e-a3bf-a23c21e2e11b\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 0.623}}, {\"7229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-21 00:53:36.000000+00:00\", \"2022-09-17 20:30:59.000000+00:00\", \"2022-12-02 12:56:40.000000+00:00\"], \"session_ids\": [\"33bdc335-f18e-4ca9-9846-0a3a13f24417\", \"5e8582da-e6e8-4adf-a50f-04cd3c94ec97\", \"71fa9507-ad71-40dd-b457-9f40dc840fe0\"], \"total_duration\": 691.0, \"total_sessions\": 3, \"mean_week_duration\": 4.239}}]\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[{\"5194\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-09 06:25:18.000000+00:00\", \"2022-03-17 19:54:12.000000+00:00\", \"2022-01-09 01:08:52.000000+00:00\"], \"session_ids\": [\"e53e56fd-7fe3-4bbd-9a19-fec5b9da17f5\", \"e899c135-1923-4685-b7d1-4d6568dd7c8f\", \"ea998cf0-55b9-474e-a3bf-a23c21e2e11b\"], \"total_duration\": 71.0, \"total_sessions\": 3, \"mean_week_duration\": 0.623}}, {\"7229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-21 00:53:36.000000+00:00\", \"2022-09-17 20:30:59.000000+00:00\", \"2022-12-02 12:56:40.000000+00:00\"], \"session_ids\": [\"33bdc335-f18e-4ca9-9846-0a3a13f24417\", \"5e8582da-e6e8-4adf-a50f-04cd3c94ec97\", \"71fa9507-ad71-40dd-b457-9f40dc840fe0\"], \"total_duration\": 691.0, \"total_sessions\": 3, \"mean_week_duration\": 4.239}}]\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 4 users with a app usage time that is above 111 and below 4577 , sort by time spent on the site in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17585\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-30 03:48:21.000000+00:00\", \"2019-09-06 07:30:32.000000+00:00\", \"2022-03-18 10:57:38.000000+00:00\", \"2019-07-06 21:18:16.000000+00:00\"], \"session_ids\": [\"e05b6df2-30cd-4b01-98af-760228594b22\", \"b7746849-3e29-4c95-a13a-c6fa0c2b75d4\", \"75d6392a-b18f-48fa-8498-ad3ff970ecfc\", \"818276a7-4401-45eb-acaa-e2dd0b63d0e0\"], \"total_duration\": 1781.0, \"total_sessions\": 4, \"mean_week_duration\": 12.631}, \"89757\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-19 16:06:43.000000+00:00\", \"2021-05-11 22:34:52.000000+00:00\", \"2021-10-09 01:09:52.000000+00:00\"], \"session_ids\": [\"a39df4f7-522a-4fa4-a1b0-40005ee513ec\", \"317f8add-15ee-4749-9d84-61b6825182e1\", \"58a3e8e2-360f-48ec-9fe5-f69645f0dc66\"], \"total_duration\": 841.0, \"total_sessions\": 3, \"mean_week_duration\": 13.565}, \"70256\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-23 09:37:26.000000+00:00\", \"2023-01-07 10:53:12.000000+00:00\", \"2020-12-27 05:15:54.000000+00:00\", \"2022-09-01 05:37:41.000000+00:00\", \"2022-10-14 23:26:34.000000+00:00\", \"2020-09-20 14:20:37.000000+00:00\", \"2023-02-10 00:48:49.000000+00:00\", \"2019-04-05 08:06:43.000000+00:00\", \"2019-12-11 10:32:11.000000+00:00\", \"2019-12-11 17:38:41.000000+00:00\", \"2021-05-10 09:15:58.000000+00:00\"], \"session_ids\": [\"abb80b6d-6a56-4e08-aa8a-c535925a7e84\", \"f04a9539-c6aa-4edf-8bf1-38c5034bf536\", \"ac2e0cea-5ee0-42ac-9f08-f4a7b954f8ed\", \"1596fb58-35f3-46bb-aac1-aa93e2fdd290\", \"e2b2abdc-99de-48ef-b261-3c24b30fafc8\", \"3e3e6f49-93a8-4bbf-8cd4-92ada8674498\", \"d3817c7f-1578-47a4-bc93-e2beb9a097e2\", \"d32e71e6-89b0-458c-aa0e-aec7f5d17c1c\", \"9ee28417-39de-4c1b-9650-6ce58ffc90ef\", \"89c40bf6-9cb9-4fa9-a9ad-c08e6b808be4\", \"3a95c4be-cdbb-4c19-8986-59d3088efe24\"], \"total_duration\": 441.0, \"total_sessions\": 11, \"mean_week_duration\": 2.194}, \"25264\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-12-24 03:01:53.000000+00:00\", \"2023-04-09 19:40:33.000000+00:00\"], \"session_ids\": [\"93a772b1-b219-4486-9240-7f0080f16614\", \"e87d983e-0cde-4b20-bc91-cce207e4417e\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 0.744}, \"2186\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-19 01:46:44.000000+00:00\", \"2022-07-24 21:55:07.000000+00:00\"], \"session_ids\": [\"59ea33cb-6faf-4aeb-a0ce-0046e43ac8d0\", \"f0cc9dc7-7a29-4480-aa2a-56d9437f72db\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 1.412}, \"89921\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-10 12:40:25.000000+00:00\", \"2019-01-05 22:29:54.000000+00:00\", \"2021-08-01 08:02:46.000000+00:00\", \"2020-08-09 23:53:21.000000+00:00\", \"2023-02-10 13:24:47.000000+00:00\"], \"session_ids\": [\"7e74389e-783e-436f-8c62-c7b0c2f4f453\", \"3b50a863-684b-4fdf-8ca8-a671428969d5\", \"2036ee23-ef6d-4b75-9e9e-d11ed4cf0614\", \"81954c1b-9c26-4b0d-8408-d5b915ce852f\", \"3627998f-f66f-4094-9848-8da3bc5e6fd1\"], \"total_duration\": 85.0, \"total_sessions\": 5, \"mean_week_duration\": 0.397}, \"9813\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-06-25 17:02:27.000000+00:00\", \"2022-11-11 19:30:56.000000+00:00\", \"2019-09-27 21:22:42.000000+00:00\"], \"session_ids\": [\"e4d0c10f-6c9e-4088-bea8-17667e8118c4\", \"5f7196f0-4354-4133-b6f3-40d8e04565a4\", \"70e60b47-a72c-49ec-adea-32ea44dd6f03\"], \"total_duration\": 589.0, \"total_sessions\": 3, \"mean_week_duration\": 3.613}, \"74043\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-18 21:03:05.000000+00:00\", \"2021-04-24 21:40:13.000000+00:00\", \"2020-05-12 17:41:59.000000+00:00\", \"2023-04-03 21:23:12.000000+00:00\"], \"session_ids\": [\"535529f1-dd72-420d-9a70-47917dbae97a\", \"a56894a1-1e85-46f5-a4ec-4c9079994979\", \"5bbcddfe-20e6-4e53-ba9e-c562156c7aeb\", \"cfada94b-a804-41d4-b836-25d659503aeb\"], \"total_duration\": 889.0, \"total_sessions\": 4, \"mean_week_duration\": 4.582}, \"35868\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-25 20:15:26.000000+00:00\", \"2020-09-07 16:10:50.000000+00:00\"], \"session_ids\": [\"9f5c5199-3e44-436d-aa4d-74e19b7cef68\", \"2bca22f0-5bf7-4c8e-8d43-0c7664a699ca\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 9.276}, \"10706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-07 19:57:51.000000+00:00\", \"2020-10-16 11:12:08.000000+00:00\", \"2020-06-04 09:26:43.000000+00:00\", \"2020-09-25 10:27:37.000000+00:00\", \"2021-08-15 08:52:07.000000+00:00\"], \"session_ids\": [\"b396d02e-31a6-4f47-8ee4-9900668b141d\", \"4eea0cef-884c-4ad7-aec5-48a5b9856c30\", \"e4ed65fb-6e44-473a-b377-320a7f7a56f1\", \"6b73a240-c454-4d5d-8c94-950d4f2c90fc\", \"dd79a9d7-08b9-4a26-9c6c-99a7ec0d708d\"], \"total_duration\": 3412.0, \"total_sessions\": 5, \"mean_week_duration\": 37.087}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 111 and are equal or less than 4577"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[111, 4577]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"17585\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-30 03:48:21.000000+00:00\", \"2019-09-06 07:30:32.000000+00:00\", \"2022-03-18 10:57:38.000000+00:00\", \"2019-07-06 21:18:16.000000+00:00\"], \"session_ids\": [\"e05b6df2-30cd-4b01-98af-760228594b22\", \"b7746849-3e29-4c95-a13a-c6fa0c2b75d4\", \"75d6392a-b18f-48fa-8498-ad3ff970ecfc\", \"818276a7-4401-45eb-acaa-e2dd0b63d0e0\"], \"total_duration\": 1781.0, \"total_sessions\": 4, \"mean_week_duration\": 12.631}, \"89757\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-19 16:06:43.000000+00:00\", \"2021-05-11 22:34:52.000000+00:00\", \"2021-10-09 01:09:52.000000+00:00\"], \"session_ids\": [\"a39df4f7-522a-4fa4-a1b0-40005ee513ec\", \"317f8add-15ee-4749-9d84-61b6825182e1\", \"58a3e8e2-360f-48ec-9fe5-f69645f0dc66\"], \"total_duration\": 841.0, \"total_sessions\": 3, \"mean_week_duration\": 13.565}, \"70256\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-23 09:37:26.000000+00:00\", \"2023-01-07 10:53:12.000000+00:00\", \"2020-12-27 05:15:54.000000+00:00\", \"2022-09-01 05:37:41.000000+00:00\", \"2022-10-14 23:26:34.000000+00:00\", \"2020-09-20 14:20:37.000000+00:00\", \"2023-02-10 00:48:49.000000+00:00\", \"2019-04-05 08:06:43.000000+00:00\", \"2019-12-11 10:32:11.000000+00:00\", \"2019-12-11 17:38:41.000000+00:00\", \"2021-05-10 09:15:58.000000+00:00\"], \"session_ids\": [\"abb80b6d-6a56-4e08-aa8a-c535925a7e84\", \"f04a9539-c6aa-4edf-8bf1-38c5034bf536\", \"ac2e0cea-5ee0-42ac-9f08-f4a7b954f8ed\", \"1596fb58-35f3-46bb-aac1-aa93e2fdd290\", \"e2b2abdc-99de-48ef-b261-3c24b30fafc8\", \"3e3e6f49-93a8-4bbf-8cd4-92ada8674498\", \"d3817c7f-1578-47a4-bc93-e2beb9a097e2\", \"d32e71e6-89b0-458c-aa0e-aec7f5d17c1c\", \"9ee28417-39de-4c1b-9650-6ce58ffc90ef\", \"89c40bf6-9cb9-4fa9-a9ad-c08e6b808be4\", \"3a95c4be-cdbb-4c19-8986-59d3088efe24\"], \"total_duration\": 441.0, \"total_sessions\": 11, \"mean_week_duration\": 2.194}, \"25264\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-12-24 03:01:53.000000+00:00\", \"2023-04-09 19:40:33.000000+00:00\"], \"session_ids\": [\"93a772b1-b219-4486-9240-7f0080f16614\", \"e87d983e-0cde-4b20-bc91-cce207e4417e\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 0.744}, \"2186\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-19 01:46:44.000000+00:00\", \"2022-07-24 21:55:07.000000+00:00\"], \"session_ids\": [\"59ea33cb-6faf-4aeb-a0ce-0046e43ac8d0\", \"f0cc9dc7-7a29-4480-aa2a-56d9437f72db\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 1.412}, \"9813\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-06-25 17:02:27.000000+00:00\", \"2022-11-11 19:30:56.000000+00:00\", \"2019-09-27 21:22:42.000000+00:00\"], \"session_ids\": [\"e4d0c10f-6c9e-4088-bea8-17667e8118c4\", \"5f7196f0-4354-4133-b6f3-40d8e04565a4\", \"70e60b47-a72c-49ec-adea-32ea44dd6f03\"], \"total_duration\": 589.0, \"total_sessions\": 3, \"mean_week_duration\": 3.613}, \"74043\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-18 21:03:05.000000+00:00\", \"2021-04-24 21:40:13.000000+00:00\", \"2020-05-12 17:41:59.000000+00:00\", \"2023-04-03 21:23:12.000000+00:00\"], \"session_ids\": [\"535529f1-dd72-420d-9a70-47917dbae97a\", \"a56894a1-1e85-46f5-a4ec-4c9079994979\", \"5bbcddfe-20e6-4e53-ba9e-c562156c7aeb\", \"cfada94b-a804-41d4-b836-25d659503aeb\"], \"total_duration\": 889.0, \"total_sessions\": 4, \"mean_week_duration\": 4.582}, \"35868\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-25 20:15:26.000000+00:00\", \"2020-09-07 16:10:50.000000+00:00\"], \"session_ids\": [\"9f5c5199-3e44-436d-aa4d-74e19b7cef68\", \"2bca22f0-5bf7-4c8e-8d43-0c7664a699ca\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 9.276}, \"10706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-07 19:57:51.000000+00:00\", \"2020-10-16 11:12:08.000000+00:00\", \"2020-06-04 09:26:43.000000+00:00\", \"2020-09-25 10:27:37.000000+00:00\", \"2021-08-15 08:52:07.000000+00:00\"], \"session_ids\": [\"b396d02e-31a6-4f47-8ee4-9900668b141d\", \"4eea0cef-884c-4ad7-aec5-48a5b9856c30\", \"e4ed65fb-6e44-473a-b377-320a7f7a56f1\", \"6b73a240-c454-4d5d-8c94-950d4f2c90fc\", \"dd79a9d7-08b9-4a26-9c6c-99a7ec0d708d\"], \"total_duration\": 3412.0, \"total_sessions\": 5, \"mean_week_duration\": 37.087}}\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[{\"10706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-07 19:57:51.000000+00:00\", \"2020-10-16 11:12:08.000000+00:00\", \"2020-06-04 09:26:43.000000+00:00\", \"2020-09-25 10:27:37.000000+00:00\", \"2021-08-15 08:52:07.000000+00:00\"], \"session_ids\": [\"b396d02e-31a6-4f47-8ee4-9900668b141d\", \"4eea0cef-884c-4ad7-aec5-48a5b9856c30\", \"e4ed65fb-6e44-473a-b377-320a7f7a56f1\", \"6b73a240-c454-4d5d-8c94-950d4f2c90fc\", \"dd79a9d7-08b9-4a26-9c6c-99a7ec0d708d\"], \"total_duration\": 3412.0, \"total_sessions\": 5, \"mean_week_duration\": 37.087}}, {\"17585\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-30 03:48:21.000000+00:00\", \"2019-09-06 07:30:32.000000+00:00\", \"2022-03-18 10:57:38.000000+00:00\", \"2019-07-06 21:18:16.000000+00:00\"], \"session_ids\": [\"e05b6df2-30cd-4b01-98af-760228594b22\", \"b7746849-3e29-4c95-a13a-c6fa0c2b75d4\", \"75d6392a-b18f-48fa-8498-ad3ff970ecfc\", \"818276a7-4401-45eb-acaa-e2dd0b63d0e0\"], \"total_duration\": 1781.0, \"total_sessions\": 4, \"mean_week_duration\": 12.631}}, {\"74043\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-18 21:03:05.000000+00:00\", \"2021-04-24 21:40:13.000000+00:00\", \"2020-05-12 17:41:59.000000+00:00\", \"2023-04-03 21:23:12.000000+00:00\"], \"session_ids\": [\"535529f1-dd72-420d-9a70-47917dbae97a\", \"a56894a1-1e85-46f5-a4ec-4c9079994979\", \"5bbcddfe-20e6-4e53-ba9e-c562156c7aeb\", \"cfada94b-a804-41d4-b836-25d659503aeb\"], \"total_duration\": 889.0, \"total_sessions\": 4, \"mean_week_duration\": 4.582}}, {\"89757\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-19 16:06:43.000000+00:00\", \"2021-05-11 22:34:52.000000+00:00\", \"2021-10-09 01:09:52.000000+00:00\"], \"session_ids\": [\"a39df4f7-522a-4fa4-a1b0-40005ee513ec\", \"317f8add-15ee-4749-9d84-61b6825182e1\", \"58a3e8e2-360f-48ec-9fe5-f69645f0dc66\"], \"total_duration\": 841.0, \"total_sessions\": 3, \"mean_week_duration\": 13.565}}, {\"9813\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-06-25 17:02:27.000000+00:00\", \"2022-11-11 19:30:56.000000+00:00\", \"2019-09-27 21:22:42.000000+00:00\"], \"session_ids\": [\"e4d0c10f-6c9e-4088-bea8-17667e8118c4\", \"5f7196f0-4354-4133-b6f3-40d8e04565a4\", \"70e60b47-a72c-49ec-adea-32ea44dd6f03\"], \"total_duration\": 589.0, \"total_sessions\": 3, \"mean_week_duration\": 3.613}}, {\"70256\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-23 09:37:26.000000+00:00\", \"2023-01-07 10:53:12.000000+00:00\", \"2020-12-27 05:15:54.000000+00:00\", \"2022-09-01 05:37:41.000000+00:00\", \"2022-10-14 23:26:34.000000+00:00\", \"2020-09-20 14:20:37.000000+00:00\", \"2023-02-10 00:48:49.000000+00:00\", \"2019-04-05 08:06:43.000000+00:00\", \"2019-12-11 10:32:11.000000+00:00\", \"2019-12-11 17:38:41.000000+00:00\", \"2021-05-10 09:15:58.000000+00:00\"], \"session_ids\": [\"abb80b6d-6a56-4e08-aa8a-c535925a7e84\", \"f04a9539-c6aa-4edf-8bf1-38c5034bf536\", \"ac2e0cea-5ee0-42ac-9f08-f4a7b954f8ed\", \"1596fb58-35f3-46bb-aac1-aa93e2fdd290\", \"e2b2abdc-99de-48ef-b261-3c24b30fafc8\", \"3e3e6f49-93a8-4bbf-8cd4-92ada8674498\", \"d3817c7f-1578-47a4-bc93-e2beb9a097e2\", \"d32e71e6-89b0-458c-aa0e-aec7f5d17c1c\", \"9ee28417-39de-4c1b-9650-6ce58ffc90ef\", \"89c40bf6-9cb9-4fa9-a9ad-c08e6b808be4\", \"3a95c4be-cdbb-4c19-8986-59d3088efe24\"], \"total_duration\": 441.0, \"total_sessions\": 11, \"mean_week_duration\": 2.194}}, {\"35868\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-25 20:15:26.000000+00:00\", \"2020-09-07 16:10:50.000000+00:00\"], \"session_ids\": [\"9f5c5199-3e44-436d-aa4d-74e19b7cef68\", \"2bca22f0-5bf7-4c8e-8d43-0c7664a699ca\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 9.276}}, {\"2186\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-19 01:46:44.000000+00:00\", \"2022-07-24 21:55:07.000000+00:00\"], \"session_ids\": [\"59ea33cb-6faf-4aeb-a0ce-0046e43ac8d0\", \"f0cc9dc7-7a29-4480-aa2a-56d9437f72db\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 1.412}}, {\"25264\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-12-24 03:01:53.000000+00:00\", \"2023-04-09 19:40:33.000000+00:00\"], \"session_ids\": [\"93a772b1-b219-4486-9240-7f0080f16614\", \"e87d983e-0cde-4b20-bc91-cce207e4417e\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 0.744}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-07 19:57:51.000000+00:00\", \"2020-10-16 11:12:08.000000+00:00\", \"2020-06-04 09:26:43.000000+00:00\", \"2020-09-25 10:27:37.000000+00:00\", \"2021-08-15 08:52:07.000000+00:00\"], \"session_ids\": [\"b396d02e-31a6-4f47-8ee4-9900668b141d\", \"4eea0cef-884c-4ad7-aec5-48a5b9856c30\", \"e4ed65fb-6e44-473a-b377-320a7f7a56f1\", \"6b73a240-c454-4d5d-8c94-950d4f2c90fc\", \"dd79a9d7-08b9-4a26-9c6c-99a7ec0d708d\"], \"total_duration\": 3412.0, \"total_sessions\": 5, \"mean_week_duration\": 37.087}}, {\"17585\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-30 03:48:21.000000+00:00\", \"2019-09-06 07:30:32.000000+00:00\", \"2022-03-18 10:57:38.000000+00:00\", \"2019-07-06 21:18:16.000000+00:00\"], \"session_ids\": [\"e05b6df2-30cd-4b01-98af-760228594b22\", \"b7746849-3e29-4c95-a13a-c6fa0c2b75d4\", \"75d6392a-b18f-48fa-8498-ad3ff970ecfc\", \"818276a7-4401-45eb-acaa-e2dd0b63d0e0\"], \"total_duration\": 1781.0, \"total_sessions\": 4, \"mean_week_duration\": 12.631}}, {\"74043\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-18 21:03:05.000000+00:00\", \"2021-04-24 21:40:13.000000+00:00\", \"2020-05-12 17:41:59.000000+00:00\", \"2023-04-03 21:23:12.000000+00:00\"], \"session_ids\": [\"535529f1-dd72-420d-9a70-47917dbae97a\", \"a56894a1-1e85-46f5-a4ec-4c9079994979\", \"5bbcddfe-20e6-4e53-ba9e-c562156c7aeb\", \"cfada94b-a804-41d4-b836-25d659503aeb\"], \"total_duration\": 889.0, \"total_sessions\": 4, \"mean_week_duration\": 4.582}}, {\"89757\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-19 16:06:43.000000+00:00\", \"2021-05-11 22:34:52.000000+00:00\", \"2021-10-09 01:09:52.000000+00:00\"], \"session_ids\": [\"a39df4f7-522a-4fa4-a1b0-40005ee513ec\", \"317f8add-15ee-4749-9d84-61b6825182e1\", \"58a3e8e2-360f-48ec-9fe5-f69645f0dc66\"], \"total_duration\": 841.0, \"total_sessions\": 3, \"mean_week_duration\": 13.565}}]\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[{\"10706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-07 19:57:51.000000+00:00\", \"2020-10-16 11:12:08.000000+00:00\", \"2020-06-04 09:26:43.000000+00:00\", \"2020-09-25 10:27:37.000000+00:00\", \"2021-08-15 08:52:07.000000+00:00\"], \"session_ids\": [\"b396d02e-31a6-4f47-8ee4-9900668b141d\", \"4eea0cef-884c-4ad7-aec5-48a5b9856c30\", \"e4ed65fb-6e44-473a-b377-320a7f7a56f1\", \"6b73a240-c454-4d5d-8c94-950d4f2c90fc\", \"dd79a9d7-08b9-4a26-9c6c-99a7ec0d708d\"], \"total_duration\": 3412.0, \"total_sessions\": 5, \"mean_week_duration\": 37.087}}, {\"17585\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-30 03:48:21.000000+00:00\", \"2019-09-06 07:30:32.000000+00:00\", \"2022-03-18 10:57:38.000000+00:00\", \"2019-07-06 21:18:16.000000+00:00\"], \"session_ids\": [\"e05b6df2-30cd-4b01-98af-760228594b22\", \"b7746849-3e29-4c95-a13a-c6fa0c2b75d4\", \"75d6392a-b18f-48fa-8498-ad3ff970ecfc\", \"818276a7-4401-45eb-acaa-e2dd0b63d0e0\"], \"total_duration\": 1781.0, \"total_sessions\": 4, \"mean_week_duration\": 12.631}}, {\"74043\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-18 21:03:05.000000+00:00\", \"2021-04-24 21:40:13.000000+00:00\", \"2020-05-12 17:41:59.000000+00:00\", \"2023-04-03 21:23:12.000000+00:00\"], \"session_ids\": [\"535529f1-dd72-420d-9a70-47917dbae97a\", \"a56894a1-1e85-46f5-a4ec-4c9079994979\", \"5bbcddfe-20e6-4e53-ba9e-c562156c7aeb\", \"cfada94b-a804-41d4-b836-25d659503aeb\"], \"total_duration\": 889.0, \"total_sessions\": 4, \"mean_week_duration\": 4.582}}, {\"89757\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-19 16:06:43.000000+00:00\", \"2021-05-11 22:34:52.000000+00:00\", \"2021-10-09 01:09:52.000000+00:00\"], \"session_ids\": [\"a39df4f7-522a-4fa4-a1b0-40005ee513ec\", \"317f8add-15ee-4749-9d84-61b6825182e1\", \"58a3e8e2-360f-48ec-9fe5-f69645f0dc66\"], \"total_duration\": 841.0, \"total_sessions\": 3, \"mean_week_duration\": 13.565}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding 2 users who aren't currently living in city New York City and in addition sort by town naming form the lowest value to the highest 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{\"41414\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-03-16 11:41:35.000000+00:00\", \"2019-12-03 07:22:04.000000+00:00\"], \"session_ids\": [\"65a5ca3a-72e6-4fcd-bcf4-c5a941e13844\", \"7adcf10b-99b5-4a28-b921-f8fc2230adbb\"], \"total_duration\": 440.0, \"total_sessions\": 2, \"mean_week_duration\": 3.667}, \"73633\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-03 07:37:00.000000+00:00\", \"2020-10-23 21:28:08.000000+00:00\"], \"session_ids\": [\"c87431ed-1c83-4711-a6ea-f0449ce3e3fb\", \"f3d4c6dd-c0bc-4d29-b993-891a8fbd5c5b\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 41.0}, \"18615\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-07-07 00:28:10.000000+00:00\", \"2019-07-30 19:23:38.000000+00:00\", \"2021-09-06 00:22:27.000000+00:00\", \"2019-09-13 13:59:13.000000+00:00\", \"2022-08-18 03:15:12.000000+00:00\", \"2021-09-22 04:21:05.000000+00:00\"], \"session_ids\": [\"0efe22bb-b4d7-4aba-b2cc-75554f08f049\", \"ac06480a-4839-4692-ac2e-fc2199fc4884\", \"c69df93f-2b44-4d59-af1f-95bd69d740a6\", \"2ffcd052-ebae-4d28-9fb1-3ddbcadd9174\", \"07024f3e-738e-4a15-9591-ba233e417cca\", \"51585032-8926-42c9-a008-8de6b971d0c0\"], \"total_duration\": 62.0, \"total_sessions\": 6, \"mean_week_duration\": 0.388}, \"95377\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-26 18:32:56.000000+00:00\", \"2020-09-12 08:04:50.000000+00:00\", \"2019-04-03 03:12:05.000000+00:00\", \"2021-04-17 10:54:27.000000+00:00\", \"2019-05-18 11:26:21.000000+00:00\", \"2019-08-28 11:31:03.000000+00:00\", \"2019-11-01 20:28:47.000000+00:00\", \"2019-10-27 01:26:25.000000+00:00\"], \"session_ids\": [\"de3e4c71-8a18-430c-a43a-9a70e2f7d708\", \"2801ebf1-c15b-4f36-bd9d-7699be300eb2\", \"c6875a8e-1930-4254-a755-1e8e85605983\", \"10f965fd-ebb5-4356-a36a-c55f3fd0ea99\", \"791423db-e1b5-4a89-8b30-626abdb00674\", \"064058a9-7f4d-4afb-be00-9475815fefba\", \"8ca595d3-a2cc-46a8-b747-4ef53f46cc34\", \"a50e0fe2-cf08-41fe-8306-ec415f1f846c\"], \"total_duration\": 6155.0, \"total_sessions\": 8, \"mean_week_duration\": 57.523}, \"5197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-11 10:46:02.000000+00:00\", \"2021-03-16 22:35:49.000000+00:00\", \"2021-12-21 13:21:42.000000+00:00\", \"2020-08-09 16:14:08.000000+00:00\", \"2020-08-18 05:59:09.000000+00:00\", \"2022-11-17 21:11:35.000000+00:00\", \"2019-09-02 05:43:46.000000+00:00\", \"2021-08-15 22:06:00.000000+00:00\", \"2021-02-06 05:46:40.000000+00:00\"], \"session_ids\": [\"8164706b-9089-45fe-8f2c-34f0bcf54c9b\", \"c967ad64-5cfc-4e1e-81a3-a1cea9560a05\", \"782f7743-12da-4b5b-bcca-815512f6bc43\", \"fdacab99-8c4e-4c43-a922-0145f2799754\", \"a7b6e4cb-6db1-4efd-adcc-2d44455d5938\", \"321c53f8-aabe-46b6-b6d5-b725ba30dab6\", \"f14f5630-09d9-4ff7-844b-06eeddededb5\", \"7e2fd5e7-00df-47b4-abc8-7f9fbe6f2eb4\", \"294cdd92-e8cf-4e76-91da-a6b313eb8a9b\"], \"total_duration\": 11641.0, \"total_sessions\": 9, \"mean_week_duration\": 61.92}, \"21897\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-06-23 19:51:25.000000+00:00\", \"2023-01-18 03:56:08.000000+00:00\"], \"session_ids\": [\"491d21f1-781a-4861-87ee-e9e81006f564\", \"e76a7f4e-3dd8-48aa-a280-1a173c058bee\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 13.0}, \"29517\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-12-24 21:37:41.000000+00:00\", \"2022-01-22 00:51:19.000000+00:00\", \"2020-06-26 13:19:18.000000+00:00\", \"2020-05-11 21:17:09.000000+00:00\", \"2020-01-23 08:12:39.000000+00:00\", \"2022-12-03 10:47:01.000000+00:00\", \"2021-11-23 00:51:08.000000+00:00\"], \"session_ids\": [\"a740f13c-c046-4eef-b8a3-91f54e524578\", \"0ea62060-53b9-44a8-b5d7-9af3523165f5\", \"3aeb0d78-83db-45d9-b0eb-a7110d0b54a8\", \"995715bc-b759-4459-8d3f-08401f1eb574\", \"e067a5fd-3fb9-4ffb-a61d-c917fb3f7915\", \"910d646b-b626-4146-895e-220c7760dbc9\", \"397c369a-c183-4015-8c5f-eec0b62894fd\"], \"total_duration\": 2023.0, \"total_sessions\": 7, \"mean_week_duration\": 13.136}, \"6789\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-08 21:16:30.000000+00:00\", \"2019-05-04 17:52:10.000000+00:00\", \"2021-11-16 15:20:02.000000+00:00\"], \"session_ids\": [\"1c3a7dc7-bb9c-46a8-a4df-b72ba3a0666f\", \"2e38c5d7-695c-4c8c-a255-e92854c11c66\", \"f1fc0a59-d48f-4727-b3e2-9b990be40db4\"], \"total_duration\": 194.0, \"total_sessions\": 3, \"mean_week_duration\": 1.459}, \"33596\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-05-21 21:17:11.000000+00:00\", \"2022-01-18 21:29:53.000000+00:00\"], \"session_ids\": [\"c4177673-5ea5-4794-af33-5fa367604132\", \"28e0077b-8bfa-406b-a107-f0e1210898d6\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 2.345}, \"17990\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-20 12:53:23.000000+00:00\", \"2023-03-04 13:56:11.000000+00:00\", \"2023-01-24 00:32:04.000000+00:00\"], \"session_ids\": [\"de2581f1-c87f-4caa-9a00-6beaf224da39\", \"268f6ee1-7dbd-4aab-9eac-77d795270986\", \"b6911803-2858-47ac-b588-ea21ed3a33a1\"], \"total_duration\": 314.0, \"total_sessions\": 3, \"mean_week_duration\": 52.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not New York City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"New York City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"41414\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-03-16 11:41:35.000000+00:00\", \"2019-12-03 07:22:04.000000+00:00\"], \"session_ids\": [\"65a5ca3a-72e6-4fcd-bcf4-c5a941e13844\", \"7adcf10b-99b5-4a28-b921-f8fc2230adbb\"], \"total_duration\": 440.0, \"total_sessions\": 2, \"mean_week_duration\": 3.667}, \"73633\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-03 07:37:00.000000+00:00\", \"2020-10-23 21:28:08.000000+00:00\"], \"session_ids\": [\"c87431ed-1c83-4711-a6ea-f0449ce3e3fb\", \"f3d4c6dd-c0bc-4d29-b993-891a8fbd5c5b\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 41.0}, \"18615\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-07-07 00:28:10.000000+00:00\", \"2019-07-30 19:23:38.000000+00:00\", \"2021-09-06 00:22:27.000000+00:00\", \"2019-09-13 13:59:13.000000+00:00\", \"2022-08-18 03:15:12.000000+00:00\", \"2021-09-22 04:21:05.000000+00:00\"], \"session_ids\": [\"0efe22bb-b4d7-4aba-b2cc-75554f08f049\", \"ac06480a-4839-4692-ac2e-fc2199fc4884\", \"c69df93f-2b44-4d59-af1f-95bd69d740a6\", \"2ffcd052-ebae-4d28-9fb1-3ddbcadd9174\", \"07024f3e-738e-4a15-9591-ba233e417cca\", \"51585032-8926-42c9-a008-8de6b971d0c0\"], \"total_duration\": 62.0, \"total_sessions\": 6, \"mean_week_duration\": 0.388}, \"95377\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-26 18:32:56.000000+00:00\", \"2020-09-12 08:04:50.000000+00:00\", \"2019-04-03 03:12:05.000000+00:00\", \"2021-04-17 10:54:27.000000+00:00\", \"2019-05-18 11:26:21.000000+00:00\", \"2019-08-28 11:31:03.000000+00:00\", \"2019-11-01 20:28:47.000000+00:00\", \"2019-10-27 01:26:25.000000+00:00\"], \"session_ids\": [\"de3e4c71-8a18-430c-a43a-9a70e2f7d708\", \"2801ebf1-c15b-4f36-bd9d-7699be300eb2\", \"c6875a8e-1930-4254-a755-1e8e85605983\", \"10f965fd-ebb5-4356-a36a-c55f3fd0ea99\", \"791423db-e1b5-4a89-8b30-626abdb00674\", \"064058a9-7f4d-4afb-be00-9475815fefba\", \"8ca595d3-a2cc-46a8-b747-4ef53f46cc34\", \"a50e0fe2-cf08-41fe-8306-ec415f1f846c\"], \"total_duration\": 6155.0, \"total_sessions\": 8, \"mean_week_duration\": 57.523}, \"5197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-11 10:46:02.000000+00:00\", \"2021-03-16 22:35:49.000000+00:00\", \"2021-12-21 13:21:42.000000+00:00\", \"2020-08-09 16:14:08.000000+00:00\", \"2020-08-18 05:59:09.000000+00:00\", \"2022-11-17 21:11:35.000000+00:00\", \"2019-09-02 05:43:46.000000+00:00\", \"2021-08-15 22:06:00.000000+00:00\", \"2021-02-06 05:46:40.000000+00:00\"], \"session_ids\": [\"8164706b-9089-45fe-8f2c-34f0bcf54c9b\", \"c967ad64-5cfc-4e1e-81a3-a1cea9560a05\", \"782f7743-12da-4b5b-bcca-815512f6bc43\", \"fdacab99-8c4e-4c43-a922-0145f2799754\", \"a7b6e4cb-6db1-4efd-adcc-2d44455d5938\", \"321c53f8-aabe-46b6-b6d5-b725ba30dab6\", \"f14f5630-09d9-4ff7-844b-06eeddededb5\", \"7e2fd5e7-00df-47b4-abc8-7f9fbe6f2eb4\", \"294cdd92-e8cf-4e76-91da-a6b313eb8a9b\"], \"total_duration\": 11641.0, \"total_sessions\": 9, \"mean_week_duration\": 61.92}, \"21897\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-06-23 19:51:25.000000+00:00\", \"2023-01-18 03:56:08.000000+00:00\"], \"session_ids\": [\"491d21f1-781a-4861-87ee-e9e81006f564\", \"e76a7f4e-3dd8-48aa-a280-1a173c058bee\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 13.0}, \"29517\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-12-24 21:37:41.000000+00:00\", \"2022-01-22 00:51:19.000000+00:00\", \"2020-06-26 13:19:18.000000+00:00\", \"2020-05-11 21:17:09.000000+00:00\", \"2020-01-23 08:12:39.000000+00:00\", \"2022-12-03 10:47:01.000000+00:00\", \"2021-11-23 00:51:08.000000+00:00\"], \"session_ids\": [\"a740f13c-c046-4eef-b8a3-91f54e524578\", \"0ea62060-53b9-44a8-b5d7-9af3523165f5\", \"3aeb0d78-83db-45d9-b0eb-a7110d0b54a8\", \"995715bc-b759-4459-8d3f-08401f1eb574\", \"e067a5fd-3fb9-4ffb-a61d-c917fb3f7915\", \"910d646b-b626-4146-895e-220c7760dbc9\", \"397c369a-c183-4015-8c5f-eec0b62894fd\"], \"total_duration\": 2023.0, \"total_sessions\": 7, \"mean_week_duration\": 13.136}, \"6789\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-08 21:16:30.000000+00:00\", \"2019-05-04 17:52:10.000000+00:00\", \"2021-11-16 15:20:02.000000+00:00\"], \"session_ids\": [\"1c3a7dc7-bb9c-46a8-a4df-b72ba3a0666f\", \"2e38c5d7-695c-4c8c-a255-e92854c11c66\", \"f1fc0a59-d48f-4727-b3e2-9b990be40db4\"], \"total_duration\": 194.0, \"total_sessions\": 3, \"mean_week_duration\": 1.459}, \"33596\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-05-21 21:17:11.000000+00:00\", \"2022-01-18 21:29:53.000000+00:00\"], \"session_ids\": [\"c4177673-5ea5-4794-af33-5fa367604132\", \"28e0077b-8bfa-406b-a107-f0e1210898d6\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 2.345}, \"17990\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-20 12:53:23.000000+00:00\", \"2023-03-04 13:56:11.000000+00:00\", \"2023-01-24 00:32:04.000000+00:00\"], \"session_ids\": [\"de2581f1-c87f-4caa-9a00-6beaf224da39\", \"268f6ee1-7dbd-4aab-9eac-77d795270986\", \"b6911803-2858-47ac-b588-ea21ed3a33a1\"], \"total_duration\": 314.0, \"total_sessions\": 3, \"mean_week_duration\": 52.333}}\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[{\"95377\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-26 18:32:56.000000+00:00\", \"2020-09-12 08:04:50.000000+00:00\", \"2019-04-03 03:12:05.000000+00:00\", \"2021-04-17 10:54:27.000000+00:00\", \"2019-05-18 11:26:21.000000+00:00\", \"2019-08-28 11:31:03.000000+00:00\", \"2019-11-01 20:28:47.000000+00:00\", \"2019-10-27 01:26:25.000000+00:00\"], \"session_ids\": [\"de3e4c71-8a18-430c-a43a-9a70e2f7d708\", \"2801ebf1-c15b-4f36-bd9d-7699be300eb2\", \"c6875a8e-1930-4254-a755-1e8e85605983\", \"10f965fd-ebb5-4356-a36a-c55f3fd0ea99\", \"791423db-e1b5-4a89-8b30-626abdb00674\", \"064058a9-7f4d-4afb-be00-9475815fefba\", \"8ca595d3-a2cc-46a8-b747-4ef53f46cc34\", \"a50e0fe2-cf08-41fe-8306-ec415f1f846c\"], \"total_duration\": 6155.0, \"total_sessions\": 8, \"mean_week_duration\": 57.523}}, {\"5197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-11 10:46:02.000000+00:00\", \"2021-03-16 22:35:49.000000+00:00\", \"2021-12-21 13:21:42.000000+00:00\", \"2020-08-09 16:14:08.000000+00:00\", \"2020-08-18 05:59:09.000000+00:00\", \"2022-11-17 21:11:35.000000+00:00\", \"2019-09-02 05:43:46.000000+00:00\", \"2021-08-15 22:06:00.000000+00:00\", \"2021-02-06 05:46:40.000000+00:00\"], \"session_ids\": [\"8164706b-9089-45fe-8f2c-34f0bcf54c9b\", \"c967ad64-5cfc-4e1e-81a3-a1cea9560a05\", \"782f7743-12da-4b5b-bcca-815512f6bc43\", \"fdacab99-8c4e-4c43-a922-0145f2799754\", \"a7b6e4cb-6db1-4efd-adcc-2d44455d5938\", \"321c53f8-aabe-46b6-b6d5-b725ba30dab6\", \"f14f5630-09d9-4ff7-844b-06eeddededb5\", \"7e2fd5e7-00df-47b4-abc8-7f9fbe6f2eb4\", \"294cdd92-e8cf-4e76-91da-a6b313eb8a9b\"], \"total_duration\": 11641.0, \"total_sessions\": 9, \"mean_week_duration\": 61.92}}, {\"21897\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-06-23 19:51:25.000000+00:00\", \"2023-01-18 03:56:08.000000+00:00\"], \"session_ids\": [\"491d21f1-781a-4861-87ee-e9e81006f564\", \"e76a7f4e-3dd8-48aa-a280-1a173c058bee\"], \"total_duration\": 299.0, \"total_sessions\": 2, \"mean_week_duration\": 13.0}}, {\"6789\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-08 21:16:30.000000+00:00\", \"2019-05-04 17:52:10.000000+00:00\", \"2021-11-16 15:20:02.000000+00:00\"], \"session_ids\": [\"1c3a7dc7-bb9c-46a8-a4df-b72ba3a0666f\", \"2e38c5d7-695c-4c8c-a255-e92854c11c66\", \"f1fc0a59-d48f-4727-b3e2-9b990be40db4\"], \"total_duration\": 194.0, \"total_sessions\": 3, \"mean_week_duration\": 1.459}}, {\"33596\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-05-21 21:17:11.000000+00:00\", \"2022-01-18 21:29:53.000000+00:00\"], \"session_ids\": [\"c4177673-5ea5-4794-af33-5fa367604132\", \"28e0077b-8bfa-406b-a107-f0e1210898d6\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 2.345}}, {\"17990\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-20 12:53:23.000000+00:00\", \"2023-03-04 13:56:11.000000+00:00\", \"2023-01-24 00:32:04.000000+00:00\"], \"session_ids\": [\"de2581f1-c87f-4caa-9a00-6beaf224da39\", \"268f6ee1-7dbd-4aab-9eac-77d795270986\", \"b6911803-2858-47ac-b588-ea21ed3a33a1\"], \"total_duration\": 314.0, \"total_sessions\": 3, \"mean_week_duration\": 52.333}}, {\"29517\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-12-24 21:37:41.000000+00:00\", \"2022-01-22 00:51:19.000000+00:00\", \"2020-06-26 13:19:18.000000+00:00\", \"2020-05-11 21:17:09.000000+00:00\", \"2020-01-23 08:12:39.000000+00:00\", \"2022-12-03 10:47:01.000000+00:00\", \"2021-11-23 00:51:08.000000+00:00\"], \"session_ids\": [\"a740f13c-c046-4eef-b8a3-91f54e524578\", \"0ea62060-53b9-44a8-b5d7-9af3523165f5\", \"3aeb0d78-83db-45d9-b0eb-a7110d0b54a8\", \"995715bc-b759-4459-8d3f-08401f1eb574\", \"e067a5fd-3fb9-4ffb-a61d-c917fb3f7915\", \"910d646b-b626-4146-895e-220c7760dbc9\", \"397c369a-c183-4015-8c5f-eec0b62894fd\"], \"total_duration\": 2023.0, \"total_sessions\": 7, \"mean_week_duration\": 13.136}}, {\"73633\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-03 07:37:00.000000+00:00\", \"2020-10-23 21:28:08.000000+00:00\"], \"session_ids\": [\"c87431ed-1c83-4711-a6ea-f0449ce3e3fb\", \"f3d4c6dd-c0bc-4d29-b993-891a8fbd5c5b\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 41.0}}, {\"18615\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-07-07 00:28:10.000000+00:00\", \"2019-07-30 19:23:38.000000+00:00\", \"2021-09-06 00:22:27.000000+00:00\", \"2019-09-13 13:59:13.000000+00:00\", \"2022-08-18 03:15:12.000000+00:00\", \"2021-09-22 04:21:05.000000+00:00\"], \"session_ids\": [\"0efe22bb-b4d7-4aba-b2cc-75554f08f049\", \"ac06480a-4839-4692-ac2e-fc2199fc4884\", \"c69df93f-2b44-4d59-af1f-95bd69d740a6\", \"2ffcd052-ebae-4d28-9fb1-3ddbcadd9174\", \"07024f3e-738e-4a15-9591-ba233e417cca\", \"51585032-8926-42c9-a008-8de6b971d0c0\"], \"total_duration\": 62.0, \"total_sessions\": 6, \"mean_week_duration\": 0.388}}, {\"41414\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-03-16 11:41:35.000000+00:00\", \"2019-12-03 07:22:04.000000+00:00\"], \"session_ids\": [\"65a5ca3a-72e6-4fcd-bcf4-c5a941e13844\", \"7adcf10b-99b5-4a28-b921-f8fc2230adbb\"], \"total_duration\": 440.0, \"total_sessions\": 2, \"mean_week_duration\": 3.667}}]\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[{\"95377\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-26 18:32:56.000000+00:00\", \"2020-09-12 08:04:50.000000+00:00\", \"2019-04-03 03:12:05.000000+00:00\", \"2021-04-17 10:54:27.000000+00:00\", \"2019-05-18 11:26:21.000000+00:00\", \"2019-08-28 11:31:03.000000+00:00\", \"2019-11-01 20:28:47.000000+00:00\", \"2019-10-27 01:26:25.000000+00:00\"], \"session_ids\": [\"de3e4c71-8a18-430c-a43a-9a70e2f7d708\", \"2801ebf1-c15b-4f36-bd9d-7699be300eb2\", \"c6875a8e-1930-4254-a755-1e8e85605983\", \"10f965fd-ebb5-4356-a36a-c55f3fd0ea99\", \"791423db-e1b5-4a89-8b30-626abdb00674\", \"064058a9-7f4d-4afb-be00-9475815fefba\", \"8ca595d3-a2cc-46a8-b747-4ef53f46cc34\", \"a50e0fe2-cf08-41fe-8306-ec415f1f846c\"], \"total_duration\": 6155.0, \"total_sessions\": 8, \"mean_week_duration\": 57.523}}, {\"5197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-11 10:46:02.000000+00:00\", \"2021-03-16 22:35:49.000000+00:00\", \"2021-12-21 13:21:42.000000+00:00\", \"2020-08-09 16:14:08.000000+00:00\", \"2020-08-18 05:59:09.000000+00:00\", \"2022-11-17 21:11:35.000000+00:00\", \"2019-09-02 05:43:46.000000+00:00\", \"2021-08-15 22:06:00.000000+00:00\", \"2021-02-06 05:46:40.000000+00:00\"], \"session_ids\": [\"8164706b-9089-45fe-8f2c-34f0bcf54c9b\", \"c967ad64-5cfc-4e1e-81a3-a1cea9560a05\", \"782f7743-12da-4b5b-bcca-815512f6bc43\", \"fdacab99-8c4e-4c43-a922-0145f2799754\", \"a7b6e4cb-6db1-4efd-adcc-2d44455d5938\", \"321c53f8-aabe-46b6-b6d5-b725ba30dab6\", \"f14f5630-09d9-4ff7-844b-06eeddededb5\", \"7e2fd5e7-00df-47b4-abc8-7f9fbe6f2eb4\", \"294cdd92-e8cf-4e76-91da-a6b313eb8a9b\"], \"total_duration\": 11641.0, \"total_sessions\": 9, \"mean_week_duration\": 61.92}}]\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[{\"95377\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-26 18:32:56.000000+00:00\", \"2020-09-12 08:04:50.000000+00:00\", \"2019-04-03 03:12:05.000000+00:00\", \"2021-04-17 10:54:27.000000+00:00\", \"2019-05-18 11:26:21.000000+00:00\", \"2019-08-28 11:31:03.000000+00:00\", \"2019-11-01 20:28:47.000000+00:00\", \"2019-10-27 01:26:25.000000+00:00\"], \"session_ids\": [\"de3e4c71-8a18-430c-a43a-9a70e2f7d708\", \"2801ebf1-c15b-4f36-bd9d-7699be300eb2\", \"c6875a8e-1930-4254-a755-1e8e85605983\", \"10f965fd-ebb5-4356-a36a-c55f3fd0ea99\", \"791423db-e1b5-4a89-8b30-626abdb00674\", \"064058a9-7f4d-4afb-be00-9475815fefba\", \"8ca595d3-a2cc-46a8-b747-4ef53f46cc34\", \"a50e0fe2-cf08-41fe-8306-ec415f1f846c\"], \"total_duration\": 6155.0, \"total_sessions\": 8, \"mean_week_duration\": 57.523}}, {\"5197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-11 10:46:02.000000+00:00\", \"2021-03-16 22:35:49.000000+00:00\", \"2021-12-21 13:21:42.000000+00:00\", \"2020-08-09 16:14:08.000000+00:00\", \"2020-08-18 05:59:09.000000+00:00\", \"2022-11-17 21:11:35.000000+00:00\", \"2019-09-02 05:43:46.000000+00:00\", \"2021-08-15 22:06:00.000000+00:00\", \"2021-02-06 05:46:40.000000+00:00\"], \"session_ids\": [\"8164706b-9089-45fe-8f2c-34f0bcf54c9b\", \"c967ad64-5cfc-4e1e-81a3-a1cea9560a05\", \"782f7743-12da-4b5b-bcca-815512f6bc43\", \"fdacab99-8c4e-4c43-a922-0145f2799754\", \"a7b6e4cb-6db1-4efd-adcc-2d44455d5938\", \"321c53f8-aabe-46b6-b6d5-b725ba30dab6\", \"f14f5630-09d9-4ff7-844b-06eeddededb5\", \"7e2fd5e7-00df-47b4-abc8-7f9fbe6f2eb4\", \"294cdd92-e8cf-4e76-91da-a6b313eb8a9b\"], \"total_duration\": 11641.0, \"total_sessions\": 9, \"mean_week_duration\": 61.92}}]\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 need to get information about 7 users whose mean week duration is same as 23 in addition carry out sorting by sessions total risingly plus save only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"8701\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-06-14 16:10:48.000000+00:00\", \"2021-03-22 19:51:17.000000+00:00\"], \"session_ids\": [\"aab14eed-98f3-4b30-bd2c-154acf1d4c2b\", \"b970ede8-d9e1-46bd-8d91-40aa9d216794\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.128}, \"44556\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2021-05-10 09:00:34.000000+00:00\", \"2021-02-28 15:16:06.000000+00:00\"], \"session_ids\": [\"5ba0725d-d36d-4274-81b0-3d7592c8ca1d\", \"5e610c77-8c60-46af-af95-295fc232a0ff\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 11.8}, \"82581\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-02-27 11:42:51.000000+00:00\", \"2021-12-27 10:08:51.000000+00:00\"], \"session_ids\": [\"dc81c662-5e5a-45bf-ac34-7edf461c2390\", \"e76e3e86-bff1-4dca-a837-403c0534b642\"], \"total_duration\": 65.0, \"total_sessions\": 2, \"mean_week_duration\": 0.439}, \"44522\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-19 06:57:57.000000+00:00\", \"2023-03-30 07:56:45.000000+00:00\", \"2023-04-21 15:35:47.000000+00:00\", \"2023-03-15 02:06:56.000000+00:00\", \"2022-07-17 16:48:03.000000+00:00\", \"2021-11-01 01:56:43.000000+00:00\", \"2019-06-17 03:27:59.000000+00:00\", \"2020-09-19 18:46:31.000000+00:00\"], \"session_ids\": [\"a639c651-fa5a-4e89-ac20-28013cc2ed1b\", \"e2b65442-e3cc-4835-9709-265bcd77c2c4\", \"69ab50aa-add1-494f-8f11-5550a2875281\", \"03ca1630-9e60-42bf-9231-429e6274869b\", \"5423f764-90d6-4812-b1a4-83f4d580c43e\", \"59f0c7bd-1aee-4de3-990a-3a74358d14b4\", \"cd892afc-3ea3-405c-87ba-b15c778095e3\", \"77a96f4e-b3eb-41cb-9b75-2473850ffacc\"], \"total_duration\": 3472.0, \"total_sessions\": 8, \"mean_week_duration\": 17.274}, \"29642\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-26 07:49:29.000000+00:00\", \"2021-03-26 08:47:08.000000+00:00\"], \"session_ids\": [\"968cd5a3-f838-484f-a8e6-4ef8088b4d7e\", \"0b6120a2-9d6c-4c28-bfec-c068348e860a\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 24.444}, \"11222\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-07 23:34:09.000000+00:00\", \"2021-12-18 12:04:04.000000+00:00\"], \"session_ids\": [\"63f82ac5-00f3-4ac0-b5ed-9810ff93ee16\", \"949914bc-da34-4afe-9eb5-bc4261642446\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 12.0}, \"91177\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-11 19:23:52.000000+00:00\", \"2019-07-08 04:46:40.000000+00:00\", \"2020-10-13 16:43:42.000000+00:00\"], \"session_ids\": [\"f35cb821-7ff6-4afd-9a0b-9c18049e0ae2\", \"d044a9f5-912f-494b-af2f-28ce4b2c7a09\", \"63f759d2-7d7b-4eb1-be13-161f33b09a5b\"], \"total_duration\": 328.0, \"total_sessions\": 3, \"mean_week_duration\": 3.952}, \"56685\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-06 10:57:06.000000+00:00\", \"2019-10-31 20:54:37.000000+00:00\", \"2022-07-11 17:23:22.000000+00:00\"], \"session_ids\": [\"c91e8bc3-601e-431c-90c8-da1aa92e5c33\", \"745db5b9-5967-41df-897b-7dafd0c2728e\", \"4173fe88-f9f5-4171-beef-651a07e8a236\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.34}, \"6017\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-05-14 00:44:03.000000+00:00\", \"2019-09-12 23:59:30.000000+00:00\"], \"session_ids\": [\"83f4c59f-d8e0-4363-ac91-c322f1892da9\", \"c567cba6-1422-4196-9162-549218c89f3d\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.3}, \"59721\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-04-26 17:30:19.000000+00:00\", \"2020-01-14 16:48:12.000000+00:00\", \"2022-02-05 02:22:46.000000+00:00\", \"2023-02-04 05:37:52.000000+00:00\", \"2022-12-05 16:17:56.000000+00:00\"], \"session_ids\": [\"33add9a9-1b1b-4eac-b7b5-d4c841d80d48\", \"a1714c11-e3d7-46dd-8c4e-bd0a3fbbc691\", \"f42be753-e565-4143-872c-2810b755fb44\", \"ae4f684e-57e9-4846-8cf1-e2e43a117497\", \"bafd2dfd-abb4-4a75-83a2-5aeb8e0bb998\"], \"total_duration\": 82.0, \"total_sessions\": 5, \"mean_week_duration\": 0.512}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are 23"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[23, 38]]}}}\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": "Could you tell me about user with a time in app that is higher than 262, inclusive 262 additionaly put to use sorting by count of sessions in asc , and remain only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19574\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-01 09:05:34.000000+00:00\", \"2020-03-01 12:30:54.000000+00:00\", \"2021-03-11 03:40:43.000000+00:00\", \"2021-02-26 05:32:39.000000+00:00\", \"2019-07-28 22:24:22.000000+00:00\"], \"session_ids\": [\"b69358fe-774d-444b-834d-608e62728564\", \"ac481a84-ae38-4c0d-9f58-f4ba96ccebac\", \"8b8d6390-362d-4ecd-9972-1f904abde9eb\", \"a27b1f24-bb82-49df-b2d7-8a4353dd37eb\", \"75388869-2908-4028-bc89-47a0e784aee2\"], \"total_duration\": 770.0, \"total_sessions\": 5, \"mean_week_duration\": 4.639}, \"95698\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-25 23:18:21.000000+00:00\", \"2021-05-06 12:25:24.000000+00:00\"], \"session_ids\": [\"8826c378-f9fa-4880-819e-4adb9b818b5b\", \"10217d3d-61c1-44f5-876f-056c68be5a06\"], \"total_duration\": 229.0, \"total_sessions\": 2, \"mean_week_duration\": 114.5}, \"79102\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-31 07:01:16.000000+00:00\", \"2020-11-17 17:23:19.000000+00:00\", \"2021-11-03 15:00:47.000000+00:00\", \"2019-01-30 07:46:52.000000+00:00\"], \"session_ids\": [\"10911f18-c740-463c-a92b-3cf6f9cd6c57\", \"faa0bbde-a3db-470c-8735-01557290f620\", \"d7121b6c-4135-4c81-bc44-54eb58d5d97b\", \"2398994e-58f5-403b-a345-98631b9b0bc2\"], \"total_duration\": 2022.0, \"total_sessions\": 4, \"mean_week_duration\": 12.879}, \"76885\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-07 06:09:34.000000+00:00\", \"2019-06-03 17:07:10.000000+00:00\", \"2019-11-30 11:58:01.000000+00:00\"], \"session_ids\": [\"a00b496a-2caf-411a-91d8-a852eb3696aa\", \"509aadec-ae03-462c-9b00-c340bb1d3540\", \"d5454ffa-7684-448d-ba0c-0fa1b215e051\"], \"total_duration\": 930.0, \"total_sessions\": 3, \"mean_week_duration\": 35.769}, \"19880\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-15 17:24:22.000000+00:00\", \"2019-12-09 06:50:42.000000+00:00\"], \"session_ids\": [\"ae0073c1-c9cd-41ad-87c6-298a0a7ea2b7\", \"51a65d25-360b-4915-a248-7f3a333d78a4\"], \"total_duration\": 405.0, \"total_sessions\": 2, \"mean_week_duration\": 2.563}, \"38092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-19 16:59:22.000000+00:00\", \"2020-03-12 07:42:01.000000+00:00\"], \"session_ids\": [\"aa0a678e-df39-4459-9682-620d3ac2f883\", \"3a311eed-677e-4c90-9a78-c53b7a4de8bd\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 0.97}, \"95263\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-10-18 12:42:27.000000+00:00\", \"2022-01-17 04:06:50.000000+00:00\", \"2021-06-29 07:14:42.000000+00:00\"], \"session_ids\": [\"e51e8b26-ef06-44b7-b268-7cccb159c749\", \"b2744342-fa52-4b0e-9ccb-62265251c180\", \"846a7a7a-9653-4191-9c15-545895f512e1\"], \"total_duration\": 82.0, \"total_sessions\": 3, \"mean_week_duration\": 2.828}, \"56747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-26 04:56:27.000000+00:00\", \"2021-03-10 06:56:47.000000+00:00\", \"2021-09-13 06:08:21.000000+00:00\"], \"session_ids\": [\"f3151fff-45a2-4f63-b1db-bd1653cc2321\", \"97764daf-a5b5-49ba-9f3b-684d4bca5c15\", \"ec6fe549-8814-417f-a8ab-aede796e30ab\"], \"total_duration\": 1029.0, \"total_sessions\": 3, \"mean_week_duration\": 9.617}, \"77910\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-03-31 05:57:12.000000+00:00\", \"2021-10-09 22:49:29.000000+00:00\", \"2019-06-01 17:59:16.000000+00:00\", \"2019-02-02 15:24:48.000000+00:00\", \"2021-10-01 15:41:45.000000+00:00\", \"2022-07-25 21:42:36.000000+00:00\"], \"session_ids\": [\"8c7fbac1-0f33-4582-8ea9-a9effe0dc03c\", \"d0482ea4-4f1f-4953-bcd2-43db1ae48b3d\", \"1ab19cae-5607-44cc-8d3d-2aab118f6ea6\", \"060713e3-4a5e-4e11-9e02-e0505233d134\", \"f1b409f0-12e1-42d2-bfc5-4fb8fe7b0993\", \"209629e2-66e3-49bd-868d-7a4fe8adb2a9\"], \"total_duration\": 2509.0, \"total_sessions\": 6, \"mean_week_duration\": 11.562}, \"6708\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-04-03 13:23:43.000000+00:00\", \"2019-04-04 01:14:39.000000+00:00\", \"2021-12-31 04:57:16.000000+00:00\"], \"session_ids\": [\"8fb85a48-76db-4a63-997d-4c5cb5574c62\", \"54f715df-9474-4fc5-b676-c81ca728e635\", \"196865ff-e9d2-4632-bd67-b82e5334fbff\"], \"total_duration\": 170.0, \"total_sessions\": 3, \"mean_week_duration\": 1.181}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 262"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[262, 3520]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19574\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-01 09:05:34.000000+00:00\", \"2020-03-01 12:30:54.000000+00:00\", \"2021-03-11 03:40:43.000000+00:00\", \"2021-02-26 05:32:39.000000+00:00\", \"2019-07-28 22:24:22.000000+00:00\"], \"session_ids\": [\"b69358fe-774d-444b-834d-608e62728564\", \"ac481a84-ae38-4c0d-9f58-f4ba96ccebac\", \"8b8d6390-362d-4ecd-9972-1f904abde9eb\", \"a27b1f24-bb82-49df-b2d7-8a4353dd37eb\", \"75388869-2908-4028-bc89-47a0e784aee2\"], \"total_duration\": 770.0, \"total_sessions\": 5, \"mean_week_duration\": 4.639}, \"79102\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-31 07:01:16.000000+00:00\", \"2020-11-17 17:23:19.000000+00:00\", \"2021-11-03 15:00:47.000000+00:00\", \"2019-01-30 07:46:52.000000+00:00\"], \"session_ids\": [\"10911f18-c740-463c-a92b-3cf6f9cd6c57\", \"faa0bbde-a3db-470c-8735-01557290f620\", \"d7121b6c-4135-4c81-bc44-54eb58d5d97b\", \"2398994e-58f5-403b-a345-98631b9b0bc2\"], \"total_duration\": 2022.0, \"total_sessions\": 4, \"mean_week_duration\": 12.879}, \"76885\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-07 06:09:34.000000+00:00\", \"2019-06-03 17:07:10.000000+00:00\", \"2019-11-30 11:58:01.000000+00:00\"], \"session_ids\": [\"a00b496a-2caf-411a-91d8-a852eb3696aa\", \"509aadec-ae03-462c-9b00-c340bb1d3540\", \"d5454ffa-7684-448d-ba0c-0fa1b215e051\"], \"total_duration\": 930.0, \"total_sessions\": 3, \"mean_week_duration\": 35.769}, \"19880\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-15 17:24:22.000000+00:00\", \"2019-12-09 06:50:42.000000+00:00\"], \"session_ids\": [\"ae0073c1-c9cd-41ad-87c6-298a0a7ea2b7\", \"51a65d25-360b-4915-a248-7f3a333d78a4\"], \"total_duration\": 405.0, \"total_sessions\": 2, \"mean_week_duration\": 2.563}, \"56747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-26 04:56:27.000000+00:00\", \"2021-03-10 06:56:47.000000+00:00\", \"2021-09-13 06:08:21.000000+00:00\"], \"session_ids\": [\"f3151fff-45a2-4f63-b1db-bd1653cc2321\", \"97764daf-a5b5-49ba-9f3b-684d4bca5c15\", \"ec6fe549-8814-417f-a8ab-aede796e30ab\"], \"total_duration\": 1029.0, \"total_sessions\": 3, \"mean_week_duration\": 9.617}, \"77910\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-03-31 05:57:12.000000+00:00\", \"2021-10-09 22:49:29.000000+00:00\", \"2019-06-01 17:59:16.000000+00:00\", \"2019-02-02 15:24:48.000000+00:00\", \"2021-10-01 15:41:45.000000+00:00\", \"2022-07-25 21:42:36.000000+00:00\"], \"session_ids\": [\"8c7fbac1-0f33-4582-8ea9-a9effe0dc03c\", \"d0482ea4-4f1f-4953-bcd2-43db1ae48b3d\", \"1ab19cae-5607-44cc-8d3d-2aab118f6ea6\", \"060713e3-4a5e-4e11-9e02-e0505233d134\", \"f1b409f0-12e1-42d2-bfc5-4fb8fe7b0993\", \"209629e2-66e3-49bd-868d-7a4fe8adb2a9\"], \"total_duration\": 2509.0, \"total_sessions\": 6, \"mean_week_duration\": 11.562}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_sessions"
},
{
"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[{\"19880\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-15 17:24:22.000000+00:00\", \"2019-12-09 06:50:42.000000+00:00\"], \"session_ids\": [\"ae0073c1-c9cd-41ad-87c6-298a0a7ea2b7\", \"51a65d25-360b-4915-a248-7f3a333d78a4\"], \"total_duration\": 405.0, \"total_sessions\": 2, \"mean_week_duration\": 2.563}}, {\"76885\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-07 06:09:34.000000+00:00\", \"2019-06-03 17:07:10.000000+00:00\", \"2019-11-30 11:58:01.000000+00:00\"], \"session_ids\": [\"a00b496a-2caf-411a-91d8-a852eb3696aa\", \"509aadec-ae03-462c-9b00-c340bb1d3540\", \"d5454ffa-7684-448d-ba0c-0fa1b215e051\"], \"total_duration\": 930.0, \"total_sessions\": 3, \"mean_week_duration\": 35.769}}, {\"56747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-26 04:56:27.000000+00:00\", \"2021-03-10 06:56:47.000000+00:00\", \"2021-09-13 06:08:21.000000+00:00\"], \"session_ids\": [\"f3151fff-45a2-4f63-b1db-bd1653cc2321\", \"97764daf-a5b5-49ba-9f3b-684d4bca5c15\", \"ec6fe549-8814-417f-a8ab-aede796e30ab\"], \"total_duration\": 1029.0, \"total_sessions\": 3, \"mean_week_duration\": 9.617}}, {\"79102\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-31 07:01:16.000000+00:00\", \"2020-11-17 17:23:19.000000+00:00\", \"2021-11-03 15:00:47.000000+00:00\", \"2019-01-30 07:46:52.000000+00:00\"], \"session_ids\": [\"10911f18-c740-463c-a92b-3cf6f9cd6c57\", \"faa0bbde-a3db-470c-8735-01557290f620\", \"d7121b6c-4135-4c81-bc44-54eb58d5d97b\", \"2398994e-58f5-403b-a345-98631b9b0bc2\"], \"total_duration\": 2022.0, \"total_sessions\": 4, \"mean_week_duration\": 12.879}}, {\"19574\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-01 09:05:34.000000+00:00\", \"2020-03-01 12:30:54.000000+00:00\", \"2021-03-11 03:40:43.000000+00:00\", \"2021-02-26 05:32:39.000000+00:00\", \"2019-07-28 22:24:22.000000+00:00\"], \"session_ids\": [\"b69358fe-774d-444b-834d-608e62728564\", \"ac481a84-ae38-4c0d-9f58-f4ba96ccebac\", \"8b8d6390-362d-4ecd-9972-1f904abde9eb\", \"a27b1f24-bb82-49df-b2d7-8a4353dd37eb\", \"75388869-2908-4028-bc89-47a0e784aee2\"], \"total_duration\": 770.0, \"total_sessions\": 5, \"mean_week_duration\": 4.639}}, {\"77910\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2023-03-31 05:57:12.000000+00:00\", \"2021-10-09 22:49:29.000000+00:00\", \"2019-06-01 17:59:16.000000+00:00\", \"2019-02-02 15:24:48.000000+00:00\", \"2021-10-01 15:41:45.000000+00:00\", \"2022-07-25 21:42:36.000000+00:00\"], \"session_ids\": [\"8c7fbac1-0f33-4582-8ea9-a9effe0dc03c\", \"d0482ea4-4f1f-4953-bcd2-43db1ae48b3d\", \"1ab19cae-5607-44cc-8d3d-2aab118f6ea6\", \"060713e3-4a5e-4e11-9e02-e0505233d134\", \"f1b409f0-12e1-42d2-bfc5-4fb8fe7b0993\", \"209629e2-66e3-49bd-868d-7a4fe8adb2a9\"], \"total_duration\": 2509.0, \"total_sessions\": 6, \"mean_week_duration\": 11.562}}]\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[{\"19880\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-15 17:24:22.000000+00:00\", \"2019-12-09 06:50:42.000000+00:00\"], \"session_ids\": [\"ae0073c1-c9cd-41ad-87c6-298a0a7ea2b7\", \"51a65d25-360b-4915-a248-7f3a333d78a4\"], \"total_duration\": 405.0, \"total_sessions\": 2, \"mean_week_duration\": 2.563}}, {\"76885\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-07 06:09:34.000000+00:00\", \"2019-06-03 17:07:10.000000+00:00\", \"2019-11-30 11:58:01.000000+00:00\"], \"session_ids\": [\"a00b496a-2caf-411a-91d8-a852eb3696aa\", \"509aadec-ae03-462c-9b00-c340bb1d3540\", \"d5454ffa-7684-448d-ba0c-0fa1b215e051\"], \"total_duration\": 930.0, \"total_sessions\": 3, \"mean_week_duration\": 35.769}}, {\"56747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-26 04:56:27.000000+00:00\", \"2021-03-10 06:56:47.000000+00:00\", \"2021-09-13 06:08:21.000000+00:00\"], \"session_ids\": [\"f3151fff-45a2-4f63-b1db-bd1653cc2321\", \"97764daf-a5b5-49ba-9f3b-684d4bca5c15\", \"ec6fe549-8814-417f-a8ab-aede796e30ab\"], \"total_duration\": 1029.0, \"total_sessions\": 3, \"mean_week_duration\": 9.617}}]\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[{\"19880\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-12-15 17:24:22.000000+00:00\", \"2019-12-09 06:50:42.000000+00:00\"], \"session_ids\": [\"ae0073c1-c9cd-41ad-87c6-298a0a7ea2b7\", \"51a65d25-360b-4915-a248-7f3a333d78a4\"], \"total_duration\": 405.0, \"total_sessions\": 2, \"mean_week_duration\": 2.563}}, {\"76885\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-07 06:09:34.000000+00:00\", \"2019-06-03 17:07:10.000000+00:00\", \"2019-11-30 11:58:01.000000+00:00\"], \"session_ids\": [\"a00b496a-2caf-411a-91d8-a852eb3696aa\", \"509aadec-ae03-462c-9b00-c340bb1d3540\", \"d5454ffa-7684-448d-ba0c-0fa1b215e051\"], \"total_duration\": 930.0, \"total_sessions\": 3, \"mean_week_duration\": 35.769}}, {\"56747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-03-26 04:56:27.000000+00:00\", \"2021-03-10 06:56:47.000000+00:00\", \"2021-09-13 06:08:21.000000+00:00\"], \"session_ids\": [\"f3151fff-45a2-4f63-b1db-bd1653cc2321\", \"97764daf-a5b5-49ba-9f3b-684d4bca5c15\", \"ec6fe549-8814-417f-a8ab-aede796e30ab\"], \"total_duration\": 1029.0, \"total_sessions\": 3, \"mean_week_duration\": 9.617}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on users with a all sessions quantity that is below 4 in addition execute sorting by count of sessions in desc."
}
] |
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