conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\"]]}, \"all_values\": {\"total_sessions\": [[5, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91725\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-06 13:34:11.000000+00:00\", \"2019-05-11 19:21:02.000000+00:00\", \"2019-07-18 01:07:32.000000+00:00\", \"2019-03-25 19:14:27.000000+00:00\", \"2022-02-12 15:01:39.000000+00:00\", \"2020-07-07 00:42:52.000000+00:00\", \"2021-05-07 11:14:44.000000+00:00\", \"2021-01-27 19:48:02.000000+00:00\", \"2020-02-02 04:04:27.000000+00:00\"], \"session_ids\": [\"9abd60d9-25a8-4740-87c4-9c48693d296a\", \"04be007f-d8d5-462b-be6d-e00fb14ad09d\", \"7cc6c107-b4e2-4749-8634-016c3747dd84\", \"1486af21-16ad-465d-b3ba-1e16103a80f8\", \"a316d2dc-f06b-4ea3-9f78-2811748e1a01\", \"e0ead01a-5013-400e-a8fd-aff1d91e8c5c\", \"0e7053f3-0760-468c-ba94-d226b6eb45bc\", \"54b63759-c803-4d54-9ccd-6fe8ea2713bc\", \"2b6969bc-0400-4072-9317-81a3bed37dba\"], \"total_duration\": 22976.0, \"total_sessions\": 9, \"mean_week_duration\": 152.159}}\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[{\"91725\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-06 13:34:11.000000+00:00\", \"2019-05-11 19:21:02.000000+00:00\", \"2019-07-18 01:07:32.000000+00:00\", \"2019-03-25 19:14:27.000000+00:00\", \"2022-02-12 15:01:39.000000+00:00\", \"2020-07-07 00:42:52.000000+00:00\", \"2021-05-07 11:14:44.000000+00:00\", \"2021-01-27 19:48:02.000000+00:00\", \"2020-02-02 04:04:27.000000+00:00\"], \"session_ids\": [\"9abd60d9-25a8-4740-87c4-9c48693d296a\", \"04be007f-d8d5-462b-be6d-e00fb14ad09d\", \"7cc6c107-b4e2-4749-8634-016c3747dd84\", \"1486af21-16ad-465d-b3ba-1e16103a80f8\", \"a316d2dc-f06b-4ea3-9f78-2811748e1a01\", \"e0ead01a-5013-400e-a8fd-aff1d91e8c5c\", \"0e7053f3-0760-468c-ba94-d226b6eb45bc\", \"54b63759-c803-4d54-9ccd-6fe8ea2713bc\", \"2b6969bc-0400-4072-9317-81a3bed37dba\"], \"total_duration\": 22976.0, \"total_sessions\": 9, \"mean_week_duration\": 152.159}}]\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[{\"91725\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-06 13:34:11.000000+00:00\", \"2019-05-11 19:21:02.000000+00:00\", \"2019-07-18 01:07:32.000000+00:00\", \"2019-03-25 19:14:27.000000+00:00\", \"2022-02-12 15:01:39.000000+00:00\", \"2020-07-07 00:42:52.000000+00:00\", \"2021-05-07 11:14:44.000000+00:00\", \"2021-01-27 19:48:02.000000+00:00\", \"2020-02-02 04:04:27.000000+00:00\"], \"session_ids\": [\"9abd60d9-25a8-4740-87c4-9c48693d296a\", \"04be007f-d8d5-462b-be6d-e00fb14ad09d\", \"7cc6c107-b4e2-4749-8634-016c3747dd84\", \"1486af21-16ad-465d-b3ba-1e16103a80f8\", \"a316d2dc-f06b-4ea3-9f78-2811748e1a01\", \"e0ead01a-5013-400e-a8fd-aff1d91e8c5c\", \"0e7053f3-0760-468c-ba94-d226b6eb45bc\", \"54b63759-c803-4d54-9ccd-6fe8ea2713bc\", \"2b6969bc-0400-4072-9317-81a3bed37dba\"], \"total_duration\": 22976.0, \"total_sessions\": 9, \"mean_week_duration\": 152.159}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on 6 users with a aver of time using the app per week that is 12 and in addition carry out sorting by sum of duration 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{\"90838\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-03 02:33:00.000000+00:00\", \"2020-07-01 15:37:11.000000+00:00\"], \"session_ids\": [\"b8307461-f69e-4b0a-a6c1-f04d6a6d09a8\", \"5ceb1d69-d0a0-4a83-88b7-f68816f6da18\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 3.943}, \"91212\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-04-21 23:13:30.000000+00:00\", \"2022-07-28 19:34:57.000000+00:00\", \"2022-05-19 23:29:52.000000+00:00\", \"2022-12-19 00:03:10.000000+00:00\", \"2019-10-28 08:47:26.000000+00:00\", \"2023-04-24 11:20:34.000000+00:00\", \"2021-05-08 13:28:10.000000+00:00\", \"2023-03-14 19:16:49.000000+00:00\"], \"session_ids\": [\"52e9d354-7474-4080-b027-2bda120b880e\", \"8e5551bb-10a3-4a72-b6d7-6ba6708ca6df\", \"03c38b9e-0bb2-4c90-82e1-f4da14bc263f\", \"80a69e54-b9bf-4255-bf53-1817bf03b747\", \"0e736944-e4f5-4f51-8c74-ffa4c1189713\", \"677f89c6-98c4-4cae-b31e-ed8d15c0c743\", \"e8c4a96c-3d4a-462c-a972-07c494f2756d\", \"b42909c7-509f-4c2a-a390-f7c7e5297712\"], \"total_duration\": 13115.0, \"total_sessions\": 8, \"mean_week_duration\": 72.06}, \"27716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-08-22 01:14:55.000000+00:00\", \"2022-11-21 06:25:16.000000+00:00\"], \"session_ids\": [\"365dd37a-3920-41c5-8973-8f648f9e7be3\", \"5b46632a-3e80-499e-947d-76267eb5b3a8\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 0.839}, \"52740\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-20 22:04:09.000000+00:00\", \"2020-10-09 20:27:50.000000+00:00\"], \"session_ids\": [\"2cbfdaa7-aeef-426e-a2be-4cfdbb2b66c9\", \"ef8cda62-13c5-4173-b81b-302a292a9c6d\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 6.208}, \"40002\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-13 14:10:44.000000+00:00\", \"2019-05-16 22:34:52.000000+00:00\"], \"session_ids\": [\"d97ebb5b-a4e1-495f-b45e-1c76084993d4\", \"48f356bf-c616-46dc-9469-3a3d390cc75e\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.224}, \"6092\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-10-26 10:54:01.000000+00:00\", \"2019-03-06 05:00:47.000000+00:00\"], \"session_ids\": [\"08d60e25-3880-45c3-87fe-7b746d53387d\", \"886c47c8-1cfe-4929-891f-78916d48b7d8\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 1.477}, \"89253\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-03-06 17:27:10.000000+00:00\", \"2020-04-23 15:08:29.000000+00:00\"], \"session_ids\": [\"8a62ccf6-f5a9-40e0-9cbb-cb1f3aa5f03d\", \"a69db1d2-eb52-404a-88e1-d519db844a87\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 5.478}, \"77284\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-29 06:52:39.000000+00:00\", \"2021-01-24 14:55:06.000000+00:00\", \"2022-05-25 20:34:49.000000+00:00\", \"2022-12-02 18:49:38.000000+00:00\", \"2020-12-24 01:30:56.000000+00:00\"], \"session_ids\": [\"468bbbc7-ec1f-4d18-8390-e7d522e6b294\", \"5cf0efef-257a-46d9-bc20-ee34f91b9b5f\", \"58917034-af89-4828-93cd-0984c7ff7e68\", \"57a6a9dd-bd3f-4ae0-9490-bd3debdd1a41\", \"d9869ccb-0b65-4c2e-911d-ad71f1ee5126\"], \"total_duration\": 3337.0, \"total_sessions\": 5, \"mean_week_duration\": 16.602}, \"68731\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-10 17:30:12.000000+00:00\", \"2022-05-19 09:24:08.000000+00:00\"], \"session_ids\": [\"9fe84ebb-eb4d-422c-b07c-7cf8b1bf970e\", \"4cec115b-bf7b-45c7-bae6-e4caa4a5febc\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 8.062}, \"59769\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-06 02:38:01.000000+00:00\", \"2019-03-15 06:40:57.000000+00:00\"], \"session_ids\": [\"067423f3-08d5-49e7-b111-696da2cae7ff\", \"97dea776-a653-4972-b473-f20ead3a1c8a\"], \"total_duration\": 339.0, \"total_sessions\": 2, \"mean_week_duration\": 16.143}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are 12"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[12, 28]]}}}\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": "I'm interested in learning about 8 users whose sum of duration of sessions per week is strictly less than 21 and do sorting by time spent on the site per week ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81006\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-11 17:57:26.000000+00:00\", \"2020-03-08 23:52:42.000000+00:00\", \"2020-10-20 16:34:35.000000+00:00\"], \"session_ids\": [\"865e2e2e-2060-45d7-be68-218dc2c4e4b1\", \"beefff9b-5bbb-44c3-afee-d51dbad2ccbd\", \"8a681629-4d96-49b9-af5c-2de498f5149c\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 1.273}, \"29693\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-05 15:06:46.000000+00:00\", \"2022-12-29 17:01:19.000000+00:00\", \"2020-03-06 21:45:36.000000+00:00\"], \"session_ids\": [\"dce39344-6cda-4dbd-80e7-fd1d5c71f4cf\", \"2b720757-886d-4245-b3e5-98e91ebecfe8\", \"34932aa3-921d-4c7a-97ca-4412fc2ecd84\"], \"total_duration\": 650.0, \"total_sessions\": 3, \"mean_week_duration\": 3.939}, \"1105\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-30 13:27:59.000000+00:00\", \"2019-07-26 04:05:52.000000+00:00\"], \"session_ids\": [\"01af2f9b-6979-4c99-a689-f0464c00c5b0\", \"c0dd085e-c844-4ddf-861a-7537623f2744\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}, \"6455\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-03 14:55:32.000000+00:00\", \"2023-05-25 18:42:01.000000+00:00\", \"2022-02-22 19:07:15.000000+00:00\", \"2019-11-21 06:47:01.000000+00:00\", \"2021-07-11 15:34:30.000000+00:00\", \"2021-04-30 06:43:23.000000+00:00\", \"2023-04-17 02:50:26.000000+00:00\"], \"session_ids\": [\"0f8c0646-06f7-458e-8c22-5c7d456ce51f\", \"1b429e81-60f0-48cb-8333-47d0ad01622c\", \"389cc85f-b504-4d49-bb1c-e9e0f7a9327e\", \"cee99f0d-1409-41e4-ae3d-de5527471a00\", \"ad8d2334-68c7-49ed-919c-59f5ad9e3393\", \"5a57c690-2ed1-4a35-86cb-fb108e4f0420\", \"b70b5009-b539-4662-afb0-30c396f93b66\"], \"total_duration\": 3612.0, \"total_sessions\": 7, \"mean_week_duration\": 19.738}, \"52638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-28 02:05:24.000000+00:00\", \"2019-05-29 02:50:35.000000+00:00\"], \"session_ids\": [\"37b30d0e-021b-4182-97be-291deb61af53\", \"52c7a063-9eca-452c-ac86-a7825f67bf90\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 2.082}, \"87059\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-15 22:51:49.000000+00:00\", \"2019-08-16 12:38:26.000000+00:00\", \"2020-03-29 18:06:48.000000+00:00\", \"2019-05-08 11:46:37.000000+00:00\", \"2023-05-29 02:38:49.000000+00:00\"], \"session_ids\": [\"8e4a8a11-3ca7-47ff-9f7d-9b8e5087b0bc\", \"7cd19921-6965-4ba2-a194-08ac70aa0fd2\", \"518059be-cb75-4ea2-9ffc-ef45d1a12092\", \"f4299b89-f9f5-449e-8ae4-606b88bfaffc\", \"3e2b8454-e8ef-4ac1-8c2d-5db979bccac7\"], \"total_duration\": 3151.0, \"total_sessions\": 5, \"mean_week_duration\": 14.863}, \"83663\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2021-07-28 16:08:06.000000+00:00\", \"2019-07-22 23:56:41.000000+00:00\", \"2022-10-23 00:45:52.000000+00:00\", \"2022-03-13 01:46:37.000000+00:00\", \"2021-11-18 06:51:37.000000+00:00\", \"2022-09-28 22:19:14.000000+00:00\", \"2022-05-08 11:46:52.000000+00:00\", \"2019-11-13 13:03:52.000000+00:00\"], \"session_ids\": [\"a0f49649-3b3a-4256-903c-3e5fbf62943b\", \"2753d3ad-dca0-4955-8f0c-64185f76380f\", \"e7adc85c-9565-4c70-8fd4-3df34ff30a77\", \"aebad4f7-57f6-460b-8094-f5535a52976d\", \"25eadd42-9e8f-44a0-80d0-e241f6a3c8cf\", \"3ca5a094-c775-46c2-8bd9-391b97e58ad4\", \"e06fe075-5acb-4fbd-ae4b-158ebb54cad0\", \"50c26306-bb20-46b8-9236-bff5550ce94d\"], \"total_duration\": 7162.0, \"total_sessions\": 8, \"mean_week_duration\": 42.129}, \"62426\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-05-02 05:55:37.000000+00:00\", \"2022-05-10 08:15:50.000000+00:00\"], \"session_ids\": [\"db98797a-4d0c-4db2-92be-8db940e9716a\", \"63e87183-876c-41f2-9aa6-47a6af0c1e81\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.396}, \"24832\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-30 22:47:38.000000+00:00\", \"2021-03-22 14:57:09.000000+00:00\"], \"session_ids\": [\"0003c799-1cc7-4bee-aa0f-03542762ebe8\", \"8095837d-f346-417e-aa0c-d9bb52a313b9\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 2.561}, \"22360\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-12-11 01:36:02.000000+00:00\", \"2020-11-21 20:35:41.000000+00:00\", \"2022-04-24 06:09:58.000000+00:00\", \"2021-11-11 02:21:22.000000+00:00\", \"2020-03-19 06:40:46.000000+00:00\"], \"session_ids\": [\"a053cadf-3021-4568-b950-6f80e29bcc4f\", \"a7ad88b2-b97e-4d22-8203-ab52c56ef815\", \"f1e4c15e-2ccd-41fc-851a-f6e73bc00fd1\", \"460166c2-5393-4f38-b9fa-3a78ce7fb845\", \"f7678f08-0f1e-4601-a6a8-8da690ee25cb\"], \"total_duration\": 3817.0, \"total_sessions\": 5, \"mean_week_duration\": 34.7}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 21"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[21, 32]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81006\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-11 17:57:26.000000+00:00\", \"2020-03-08 23:52:42.000000+00:00\", \"2020-10-20 16:34:35.000000+00:00\"], \"session_ids\": [\"865e2e2e-2060-45d7-be68-218dc2c4e4b1\", \"beefff9b-5bbb-44c3-afee-d51dbad2ccbd\", \"8a681629-4d96-49b9-af5c-2de498f5149c\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 1.273}, \"29693\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-05 15:06:46.000000+00:00\", \"2022-12-29 17:01:19.000000+00:00\", \"2020-03-06 21:45:36.000000+00:00\"], \"session_ids\": [\"dce39344-6cda-4dbd-80e7-fd1d5c71f4cf\", \"2b720757-886d-4245-b3e5-98e91ebecfe8\", \"34932aa3-921d-4c7a-97ca-4412fc2ecd84\"], \"total_duration\": 650.0, \"total_sessions\": 3, \"mean_week_duration\": 3.939}, \"1105\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-30 13:27:59.000000+00:00\", \"2019-07-26 04:05:52.000000+00:00\"], \"session_ids\": [\"01af2f9b-6979-4c99-a689-f0464c00c5b0\", \"c0dd085e-c844-4ddf-861a-7537623f2744\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}, \"6455\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-03 14:55:32.000000+00:00\", \"2023-05-25 18:42:01.000000+00:00\", \"2022-02-22 19:07:15.000000+00:00\", \"2019-11-21 06:47:01.000000+00:00\", \"2021-07-11 15:34:30.000000+00:00\", \"2021-04-30 06:43:23.000000+00:00\", \"2023-04-17 02:50:26.000000+00:00\"], \"session_ids\": [\"0f8c0646-06f7-458e-8c22-5c7d456ce51f\", \"1b429e81-60f0-48cb-8333-47d0ad01622c\", \"389cc85f-b504-4d49-bb1c-e9e0f7a9327e\", \"cee99f0d-1409-41e4-ae3d-de5527471a00\", \"ad8d2334-68c7-49ed-919c-59f5ad9e3393\", \"5a57c690-2ed1-4a35-86cb-fb108e4f0420\", \"b70b5009-b539-4662-afb0-30c396f93b66\"], \"total_duration\": 3612.0, \"total_sessions\": 7, \"mean_week_duration\": 19.738}, \"52638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-28 02:05:24.000000+00:00\", \"2019-05-29 02:50:35.000000+00:00\"], \"session_ids\": [\"37b30d0e-021b-4182-97be-291deb61af53\", \"52c7a063-9eca-452c-ac86-a7825f67bf90\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 2.082}, \"87059\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-15 22:51:49.000000+00:00\", \"2019-08-16 12:38:26.000000+00:00\", \"2020-03-29 18:06:48.000000+00:00\", \"2019-05-08 11:46:37.000000+00:00\", \"2023-05-29 02:38:49.000000+00:00\"], \"session_ids\": [\"8e4a8a11-3ca7-47ff-9f7d-9b8e5087b0bc\", \"7cd19921-6965-4ba2-a194-08ac70aa0fd2\", \"518059be-cb75-4ea2-9ffc-ef45d1a12092\", \"f4299b89-f9f5-449e-8ae4-606b88bfaffc\", \"3e2b8454-e8ef-4ac1-8c2d-5db979bccac7\"], \"total_duration\": 3151.0, \"total_sessions\": 5, \"mean_week_duration\": 14.863}, \"62426\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-05-02 05:55:37.000000+00:00\", \"2022-05-10 08:15:50.000000+00:00\"], \"session_ids\": [\"db98797a-4d0c-4db2-92be-8db940e9716a\", \"63e87183-876c-41f2-9aa6-47a6af0c1e81\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.396}, \"24832\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-30 22:47:38.000000+00:00\", \"2021-03-22 14:57:09.000000+00:00\"], \"session_ids\": [\"0003c799-1cc7-4bee-aa0f-03542762ebe8\", \"8095837d-f346-417e-aa0c-d9bb52a313b9\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 2.561}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"62426\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-05-02 05:55:37.000000+00:00\", \"2022-05-10 08:15:50.000000+00:00\"], \"session_ids\": [\"db98797a-4d0c-4db2-92be-8db940e9716a\", \"63e87183-876c-41f2-9aa6-47a6af0c1e81\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.396}}, {\"1105\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-30 13:27:59.000000+00:00\", \"2019-07-26 04:05:52.000000+00:00\"], \"session_ids\": [\"01af2f9b-6979-4c99-a689-f0464c00c5b0\", \"c0dd085e-c844-4ddf-861a-7537623f2744\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}}, {\"81006\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-11 17:57:26.000000+00:00\", \"2020-03-08 23:52:42.000000+00:00\", \"2020-10-20 16:34:35.000000+00:00\"], \"session_ids\": [\"865e2e2e-2060-45d7-be68-218dc2c4e4b1\", \"beefff9b-5bbb-44c3-afee-d51dbad2ccbd\", \"8a681629-4d96-49b9-af5c-2de498f5149c\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 1.273}}, {\"52638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-28 02:05:24.000000+00:00\", \"2019-05-29 02:50:35.000000+00:00\"], \"session_ids\": [\"37b30d0e-021b-4182-97be-291deb61af53\", \"52c7a063-9eca-452c-ac86-a7825f67bf90\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 2.082}}, {\"24832\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-30 22:47:38.000000+00:00\", \"2021-03-22 14:57:09.000000+00:00\"], \"session_ids\": [\"0003c799-1cc7-4bee-aa0f-03542762ebe8\", \"8095837d-f346-417e-aa0c-d9bb52a313b9\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 2.561}}, {\"29693\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-05 15:06:46.000000+00:00\", \"2022-12-29 17:01:19.000000+00:00\", \"2020-03-06 21:45:36.000000+00:00\"], \"session_ids\": [\"dce39344-6cda-4dbd-80e7-fd1d5c71f4cf\", \"2b720757-886d-4245-b3e5-98e91ebecfe8\", \"34932aa3-921d-4c7a-97ca-4412fc2ecd84\"], \"total_duration\": 650.0, \"total_sessions\": 3, \"mean_week_duration\": 3.939}}, {\"87059\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-15 22:51:49.000000+00:00\", \"2019-08-16 12:38:26.000000+00:00\", \"2020-03-29 18:06:48.000000+00:00\", \"2019-05-08 11:46:37.000000+00:00\", \"2023-05-29 02:38:49.000000+00:00\"], \"session_ids\": [\"8e4a8a11-3ca7-47ff-9f7d-9b8e5087b0bc\", \"7cd19921-6965-4ba2-a194-08ac70aa0fd2\", \"518059be-cb75-4ea2-9ffc-ef45d1a12092\", \"f4299b89-f9f5-449e-8ae4-606b88bfaffc\", \"3e2b8454-e8ef-4ac1-8c2d-5db979bccac7\"], \"total_duration\": 3151.0, \"total_sessions\": 5, \"mean_week_duration\": 14.863}}, {\"6455\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-03 14:55:32.000000+00:00\", \"2023-05-25 18:42:01.000000+00:00\", \"2022-02-22 19:07:15.000000+00:00\", \"2019-11-21 06:47:01.000000+00:00\", \"2021-07-11 15:34:30.000000+00:00\", \"2021-04-30 06:43:23.000000+00:00\", \"2023-04-17 02:50:26.000000+00:00\"], \"session_ids\": [\"0f8c0646-06f7-458e-8c22-5c7d456ce51f\", \"1b429e81-60f0-48cb-8333-47d0ad01622c\", \"389cc85f-b504-4d49-bb1c-e9e0f7a9327e\", \"cee99f0d-1409-41e4-ae3d-de5527471a00\", \"ad8d2334-68c7-49ed-919c-59f5ad9e3393\", \"5a57c690-2ed1-4a35-86cb-fb108e4f0420\", \"b70b5009-b539-4662-afb0-30c396f93b66\"], \"total_duration\": 3612.0, \"total_sessions\": 7, \"mean_week_duration\": 19.738}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"62426\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-05-02 05:55:37.000000+00:00\", \"2022-05-10 08:15:50.000000+00:00\"], \"session_ids\": [\"db98797a-4d0c-4db2-92be-8db940e9716a\", \"63e87183-876c-41f2-9aa6-47a6af0c1e81\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.396}}, {\"1105\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-30 13:27:59.000000+00:00\", \"2019-07-26 04:05:52.000000+00:00\"], \"session_ids\": [\"01af2f9b-6979-4c99-a689-f0464c00c5b0\", \"c0dd085e-c844-4ddf-861a-7537623f2744\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}}, {\"81006\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-11 17:57:26.000000+00:00\", \"2020-03-08 23:52:42.000000+00:00\", \"2020-10-20 16:34:35.000000+00:00\"], \"session_ids\": [\"865e2e2e-2060-45d7-be68-218dc2c4e4b1\", \"beefff9b-5bbb-44c3-afee-d51dbad2ccbd\", \"8a681629-4d96-49b9-af5c-2de498f5149c\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 1.273}}, {\"52638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-28 02:05:24.000000+00:00\", \"2019-05-29 02:50:35.000000+00:00\"], \"session_ids\": [\"37b30d0e-021b-4182-97be-291deb61af53\", \"52c7a063-9eca-452c-ac86-a7825f67bf90\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 2.082}}, {\"24832\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-30 22:47:38.000000+00:00\", \"2021-03-22 14:57:09.000000+00:00\"], \"session_ids\": [\"0003c799-1cc7-4bee-aa0f-03542762ebe8\", \"8095837d-f346-417e-aa0c-d9bb52a313b9\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 2.561}}, {\"29693\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-05 15:06:46.000000+00:00\", \"2022-12-29 17:01:19.000000+00:00\", \"2020-03-06 21:45:36.000000+00:00\"], \"session_ids\": [\"dce39344-6cda-4dbd-80e7-fd1d5c71f4cf\", \"2b720757-886d-4245-b3e5-98e91ebecfe8\", \"34932aa3-921d-4c7a-97ca-4412fc2ecd84\"], \"total_duration\": 650.0, \"total_sessions\": 3, \"mean_week_duration\": 3.939}}, {\"87059\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-15 22:51:49.000000+00:00\", \"2019-08-16 12:38:26.000000+00:00\", \"2020-03-29 18:06:48.000000+00:00\", \"2019-05-08 11:46:37.000000+00:00\", \"2023-05-29 02:38:49.000000+00:00\"], \"session_ids\": [\"8e4a8a11-3ca7-47ff-9f7d-9b8e5087b0bc\", \"7cd19921-6965-4ba2-a194-08ac70aa0fd2\", \"518059be-cb75-4ea2-9ffc-ef45d1a12092\", \"f4299b89-f9f5-449e-8ae4-606b88bfaffc\", \"3e2b8454-e8ef-4ac1-8c2d-5db979bccac7\"], \"total_duration\": 3151.0, \"total_sessions\": 5, \"mean_week_duration\": 14.863}}, {\"6455\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-03 14:55:32.000000+00:00\", \"2023-05-25 18:42:01.000000+00:00\", \"2022-02-22 19:07:15.000000+00:00\", \"2019-11-21 06:47:01.000000+00:00\", \"2021-07-11 15:34:30.000000+00:00\", \"2021-04-30 06:43:23.000000+00:00\", \"2023-04-17 02:50:26.000000+00:00\"], \"session_ids\": [\"0f8c0646-06f7-458e-8c22-5c7d456ce51f\", \"1b429e81-60f0-48cb-8333-47d0ad01622c\", \"389cc85f-b504-4d49-bb1c-e9e0f7a9327e\", \"cee99f0d-1409-41e4-ae3d-de5527471a00\", \"ad8d2334-68c7-49ed-919c-59f5ad9e3393\", \"5a57c690-2ed1-4a35-86cb-fb108e4f0420\", \"b70b5009-b539-4662-afb0-30c396f93b66\"], \"total_duration\": 3612.0, \"total_sessions\": 7, \"mean_week_duration\": 19.738}}]\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[{\"62426\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-05-02 05:55:37.000000+00:00\", \"2022-05-10 08:15:50.000000+00:00\"], \"session_ids\": [\"db98797a-4d0c-4db2-92be-8db940e9716a\", \"63e87183-876c-41f2-9aa6-47a6af0c1e81\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.396}}, {\"1105\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-30 13:27:59.000000+00:00\", \"2019-07-26 04:05:52.000000+00:00\"], \"session_ids\": [\"01af2f9b-6979-4c99-a689-f0464c00c5b0\", \"c0dd085e-c844-4ddf-861a-7537623f2744\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}}, {\"81006\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-11 17:57:26.000000+00:00\", \"2020-03-08 23:52:42.000000+00:00\", \"2020-10-20 16:34:35.000000+00:00\"], \"session_ids\": [\"865e2e2e-2060-45d7-be68-218dc2c4e4b1\", \"beefff9b-5bbb-44c3-afee-d51dbad2ccbd\", \"8a681629-4d96-49b9-af5c-2de498f5149c\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 1.273}}, {\"52638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-02-28 02:05:24.000000+00:00\", \"2019-05-29 02:50:35.000000+00:00\"], \"session_ids\": [\"37b30d0e-021b-4182-97be-291deb61af53\", \"52c7a063-9eca-452c-ac86-a7825f67bf90\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 2.082}}, {\"24832\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-30 22:47:38.000000+00:00\", \"2021-03-22 14:57:09.000000+00:00\"], \"session_ids\": [\"0003c799-1cc7-4bee-aa0f-03542762ebe8\", \"8095837d-f346-417e-aa0c-d9bb52a313b9\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 2.561}}, {\"29693\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-05 15:06:46.000000+00:00\", \"2022-12-29 17:01:19.000000+00:00\", \"2020-03-06 21:45:36.000000+00:00\"], \"session_ids\": [\"dce39344-6cda-4dbd-80e7-fd1d5c71f4cf\", \"2b720757-886d-4245-b3e5-98e91ebecfe8\", \"34932aa3-921d-4c7a-97ca-4412fc2ecd84\"], \"total_duration\": 650.0, \"total_sessions\": 3, \"mean_week_duration\": 3.939}}, {\"87059\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-10-15 22:51:49.000000+00:00\", \"2019-08-16 12:38:26.000000+00:00\", \"2020-03-29 18:06:48.000000+00:00\", \"2019-05-08 11:46:37.000000+00:00\", \"2023-05-29 02:38:49.000000+00:00\"], \"session_ids\": [\"8e4a8a11-3ca7-47ff-9f7d-9b8e5087b0bc\", \"7cd19921-6965-4ba2-a194-08ac70aa0fd2\", \"518059be-cb75-4ea2-9ffc-ef45d1a12092\", \"f4299b89-f9f5-449e-8ae4-606b88bfaffc\", \"3e2b8454-e8ef-4ac1-8c2d-5db979bccac7\"], \"total_duration\": 3151.0, \"total_sessions\": 5, \"mean_week_duration\": 14.863}}, {\"6455\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-03 14:55:32.000000+00:00\", \"2023-05-25 18:42:01.000000+00:00\", \"2022-02-22 19:07:15.000000+00:00\", \"2019-11-21 06:47:01.000000+00:00\", \"2021-07-11 15:34:30.000000+00:00\", \"2021-04-30 06:43:23.000000+00:00\", \"2023-04-17 02:50:26.000000+00:00\"], \"session_ids\": [\"0f8c0646-06f7-458e-8c22-5c7d456ce51f\", \"1b429e81-60f0-48cb-8333-47d0ad01622c\", \"389cc85f-b504-4d49-bb1c-e9e0f7a9327e\", \"cee99f0d-1409-41e4-ae3d-de5527471a00\", \"ad8d2334-68c7-49ed-919c-59f5ad9e3393\", \"5a57c690-2ed1-4a35-86cb-fb108e4f0420\", \"b70b5009-b539-4662-afb0-30c396f93b66\"], \"total_duration\": 3612.0, \"total_sessions\": 7, \"mean_week_duration\": 19.738}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 6 users I can't find living in city Dublin , execute sorting by total duration risingly , get rid of all records, except 3."
}
] |
[
{
"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{\"7647\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-24 21:28:32.000000+00:00\", \"2023-02-11 06:56:52.000000+00:00\"], \"session_ids\": [\"46ab2679-6019-4596-96ac-672666ec2a06\", \"5e56cbf3-d651-4854-b4cc-c7e6f1ee8595\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 2.544}, \"5390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-05-09 00:55:42.000000+00:00\", \"2021-05-16 08:30:09.000000+00:00\"], \"session_ids\": [\"17b31401-b498-4a77-a3b9-1adf049bdefe\", \"32d4ee27-7451-4526-bd88-2a75d181312d\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.337}, \"9869\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-09 07:14:53.000000+00:00\", \"2021-04-02 17:07:23.000000+00:00\"], \"session_ids\": [\"7e2f70d9-e478-4add-a840-07a42024cf45\", \"f28ceaf4-5f58-4b4b-8541-6e58284cb0ac\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.8}, \"14511\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-26 11:47:54.000000+00:00\", \"2023-03-22 05:21:02.000000+00:00\", \"2019-03-08 12:43:01.000000+00:00\"], \"session_ids\": [\"e50ccbc9-a05b-4573-91d7-374c1203aa8c\", \"a8b4969e-fc7b-4fe7-acf4-d9c8f95eb44a\", \"7a394db3-eb15-48de-b4c5-73c6d9fc68e1\"], \"total_duration\": 431.0, \"total_sessions\": 3, \"mean_week_duration\": 2.043}, \"73078\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-26 13:21:42.000000+00:00\", \"2021-10-18 04:06:40.000000+00:00\", \"2019-04-04 07:57:07.000000+00:00\"], \"session_ids\": [\"13498a9a-fd53-42dc-9750-829506a366d4\", \"5d78128f-b8dd-452d-b7ac-1d3b24fb037c\", \"b324e992-bf16-4ceb-982d-dc2687344f9b\"], \"total_duration\": 134.0, \"total_sessions\": 3, \"mean_week_duration\": 1.008}, \"70198\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-26 04:04:21.000000+00:00\", \"2021-01-11 07:15:32.000000+00:00\", \"2023-06-08 02:04:45.000000+00:00\", \"2023-01-27 06:32:33.000000+00:00\", \"2020-12-29 06:10:32.000000+00:00\"], \"session_ids\": [\"721c874f-3ca6-41ad-a6fe-429c214fb66e\", \"c209cd8a-75e5-4c6d-9691-9d23b52f3eea\", \"8dbbba38-c2fb-4322-a71a-0ea4b4471e9b\", \"a2a2e894-746b-4049-ba4f-71b6ddfe70e5\", \"7d437e64-563e-417c-b9ce-dcbfd56488e7\"], \"total_duration\": 694.0, \"total_sessions\": 5, \"mean_week_duration\": 5.422}, \"67124\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-16 22:39:48.000000+00:00\", \"2023-03-04 12:52:56.000000+00:00\"], \"session_ids\": [\"224477ec-9569-4682-94d7-2cf38e3c8601\", \"9993048e-7d86-490d-8cee-adabcf66986e\"], \"total_duration\": 422.0, \"total_sessions\": 2, \"mean_week_duration\": 2.573}, \"53268\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-31 00:02:43.000000+00:00\", \"2023-03-14 15:58:14.000000+00:00\"], \"session_ids\": [\"a0130c27-223f-4d41-88e3-dce681d9d1df\", \"c3a43734-37c3-47a8-a0c3-90389834ee8a\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 0.874}, \"41666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-11-19 07:47:59.000000+00:00\", \"2021-09-12 16:48:35.000000+00:00\"], \"session_ids\": [\"bd46113c-167e-40bf-a120-e1186d11ec8b\", \"8367467c-1806-478c-adc9-4c4b4fff9150\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 1.403}, \"82577\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-18 21:38:23.000000+00:00\", \"2019-06-08 15:22:12.000000+00:00\", \"2020-05-04 07:54:17.000000+00:00\"], \"session_ids\": [\"c7d399d8-f97a-444c-9317-63e6810c289e\", \"4fb0d71b-bfcd-4c76-abcc-ff785c7dcd2f\", \"f30bae13-e671-46a5-a4e1-89be59b39810\"], \"total_duration\": 664.0, \"total_sessions\": 3, \"mean_week_duration\": 4.203}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Dublin"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Dublin\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"7647\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-24 21:28:32.000000+00:00\", \"2023-02-11 06:56:52.000000+00:00\"], \"session_ids\": [\"46ab2679-6019-4596-96ac-672666ec2a06\", \"5e56cbf3-d651-4854-b4cc-c7e6f1ee8595\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 2.544}, \"5390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-05-09 00:55:42.000000+00:00\", \"2021-05-16 08:30:09.000000+00:00\"], \"session_ids\": [\"17b31401-b498-4a77-a3b9-1adf049bdefe\", \"32d4ee27-7451-4526-bd88-2a75d181312d\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.337}, \"9869\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-09 07:14:53.000000+00:00\", \"2021-04-02 17:07:23.000000+00:00\"], \"session_ids\": [\"7e2f70d9-e478-4add-a840-07a42024cf45\", \"f28ceaf4-5f58-4b4b-8541-6e58284cb0ac\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.8}, \"14511\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-26 11:47:54.000000+00:00\", \"2023-03-22 05:21:02.000000+00:00\", \"2019-03-08 12:43:01.000000+00:00\"], \"session_ids\": [\"e50ccbc9-a05b-4573-91d7-374c1203aa8c\", \"a8b4969e-fc7b-4fe7-acf4-d9c8f95eb44a\", \"7a394db3-eb15-48de-b4c5-73c6d9fc68e1\"], \"total_duration\": 431.0, \"total_sessions\": 3, \"mean_week_duration\": 2.043}, \"73078\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-26 13:21:42.000000+00:00\", \"2021-10-18 04:06:40.000000+00:00\", \"2019-04-04 07:57:07.000000+00:00\"], \"session_ids\": [\"13498a9a-fd53-42dc-9750-829506a366d4\", \"5d78128f-b8dd-452d-b7ac-1d3b24fb037c\", \"b324e992-bf16-4ceb-982d-dc2687344f9b\"], \"total_duration\": 134.0, \"total_sessions\": 3, \"mean_week_duration\": 1.008}, \"70198\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-26 04:04:21.000000+00:00\", \"2021-01-11 07:15:32.000000+00:00\", \"2023-06-08 02:04:45.000000+00:00\", \"2023-01-27 06:32:33.000000+00:00\", \"2020-12-29 06:10:32.000000+00:00\"], \"session_ids\": [\"721c874f-3ca6-41ad-a6fe-429c214fb66e\", \"c209cd8a-75e5-4c6d-9691-9d23b52f3eea\", \"8dbbba38-c2fb-4322-a71a-0ea4b4471e9b\", \"a2a2e894-746b-4049-ba4f-71b6ddfe70e5\", \"7d437e64-563e-417c-b9ce-dcbfd56488e7\"], \"total_duration\": 694.0, \"total_sessions\": 5, \"mean_week_duration\": 5.422}, \"67124\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-16 22:39:48.000000+00:00\", \"2023-03-04 12:52:56.000000+00:00\"], \"session_ids\": [\"224477ec-9569-4682-94d7-2cf38e3c8601\", \"9993048e-7d86-490d-8cee-adabcf66986e\"], \"total_duration\": 422.0, \"total_sessions\": 2, \"mean_week_duration\": 2.573}, \"53268\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-31 00:02:43.000000+00:00\", \"2023-03-14 15:58:14.000000+00:00\"], \"session_ids\": [\"a0130c27-223f-4d41-88e3-dce681d9d1df\", \"c3a43734-37c3-47a8-a0c3-90389834ee8a\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 0.874}, \"41666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-11-19 07:47:59.000000+00:00\", \"2021-09-12 16:48:35.000000+00:00\"], \"session_ids\": [\"bd46113c-167e-40bf-a120-e1186d11ec8b\", \"8367467c-1806-478c-adc9-4c4b4fff9150\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 1.403}, \"82577\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-18 21:38:23.000000+00:00\", \"2019-06-08 15:22:12.000000+00:00\", \"2020-05-04 07:54:17.000000+00:00\"], \"session_ids\": [\"c7d399d8-f97a-444c-9317-63e6810c289e\", \"4fb0d71b-bfcd-4c76-abcc-ff785c7dcd2f\", \"f30bae13-e671-46a5-a4e1-89be59b39810\"], \"total_duration\": 664.0, \"total_sessions\": 3, \"mean_week_duration\": 4.203}}\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[{\"9869\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-09 07:14:53.000000+00:00\", \"2021-04-02 17:07:23.000000+00:00\"], \"session_ids\": [\"7e2f70d9-e478-4add-a840-07a42024cf45\", \"f28ceaf4-5f58-4b4b-8541-6e58284cb0ac\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.8}}, {\"41666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-11-19 07:47:59.000000+00:00\", \"2021-09-12 16:48:35.000000+00:00\"], \"session_ids\": [\"bd46113c-167e-40bf-a120-e1186d11ec8b\", \"8367467c-1806-478c-adc9-4c4b4fff9150\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 1.403}}, {\"73078\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-26 13:21:42.000000+00:00\", \"2021-10-18 04:06:40.000000+00:00\", \"2019-04-04 07:57:07.000000+00:00\"], \"session_ids\": [\"13498a9a-fd53-42dc-9750-829506a366d4\", \"5d78128f-b8dd-452d-b7ac-1d3b24fb037c\", \"b324e992-bf16-4ceb-982d-dc2687344f9b\"], \"total_duration\": 134.0, \"total_sessions\": 3, \"mean_week_duration\": 1.008}}, {\"5390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-05-09 00:55:42.000000+00:00\", \"2021-05-16 08:30:09.000000+00:00\"], \"session_ids\": [\"17b31401-b498-4a77-a3b9-1adf049bdefe\", \"32d4ee27-7451-4526-bd88-2a75d181312d\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.337}}, {\"53268\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-31 00:02:43.000000+00:00\", \"2023-03-14 15:58:14.000000+00:00\"], \"session_ids\": [\"a0130c27-223f-4d41-88e3-dce681d9d1df\", \"c3a43734-37c3-47a8-a0c3-90389834ee8a\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 0.874}}, {\"7647\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-10-24 21:28:32.000000+00:00\", \"2023-02-11 06:56:52.000000+00:00\"], \"session_ids\": [\"46ab2679-6019-4596-96ac-672666ec2a06\", \"5e56cbf3-d651-4854-b4cc-c7e6f1ee8595\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 2.544}}, {\"67124\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-16 22:39:48.000000+00:00\", \"2023-03-04 12:52:56.000000+00:00\"], \"session_ids\": [\"224477ec-9569-4682-94d7-2cf38e3c8601\", \"9993048e-7d86-490d-8cee-adabcf66986e\"], \"total_duration\": 422.0, \"total_sessions\": 2, \"mean_week_duration\": 2.573}}, {\"14511\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-26 11:47:54.000000+00:00\", \"2023-03-22 05:21:02.000000+00:00\", \"2019-03-08 12:43:01.000000+00:00\"], \"session_ids\": [\"e50ccbc9-a05b-4573-91d7-374c1203aa8c\", \"a8b4969e-fc7b-4fe7-acf4-d9c8f95eb44a\", \"7a394db3-eb15-48de-b4c5-73c6d9fc68e1\"], \"total_duration\": 431.0, \"total_sessions\": 3, \"mean_week_duration\": 2.043}}, {\"82577\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-06-18 21:38:23.000000+00:00\", \"2019-06-08 15:22:12.000000+00:00\", \"2020-05-04 07:54:17.000000+00:00\"], \"session_ids\": [\"c7d399d8-f97a-444c-9317-63e6810c289e\", \"4fb0d71b-bfcd-4c76-abcc-ff785c7dcd2f\", \"f30bae13-e671-46a5-a4e1-89be59b39810\"], \"total_duration\": 664.0, \"total_sessions\": 3, \"mean_week_duration\": 4.203}}, {\"70198\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-26 04:04:21.000000+00:00\", \"2021-01-11 07:15:32.000000+00:00\", \"2023-06-08 02:04:45.000000+00:00\", \"2023-01-27 06:32:33.000000+00:00\", \"2020-12-29 06:10:32.000000+00:00\"], \"session_ids\": [\"721c874f-3ca6-41ad-a6fe-429c214fb66e\", \"c209cd8a-75e5-4c6d-9691-9d23b52f3eea\", \"8dbbba38-c2fb-4322-a71a-0ea4b4471e9b\", \"a2a2e894-746b-4049-ba4f-71b6ddfe70e5\", \"7d437e64-563e-417c-b9ce-dcbfd56488e7\"], \"total_duration\": 694.0, \"total_sessions\": 5, \"mean_week_duration\": 5.422}}]\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[{\"9869\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-09 07:14:53.000000+00:00\", \"2021-04-02 17:07:23.000000+00:00\"], \"session_ids\": [\"7e2f70d9-e478-4add-a840-07a42024cf45\", \"f28ceaf4-5f58-4b4b-8541-6e58284cb0ac\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.8}}, {\"41666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-11-19 07:47:59.000000+00:00\", \"2021-09-12 16:48:35.000000+00:00\"], \"session_ids\": [\"bd46113c-167e-40bf-a120-e1186d11ec8b\", \"8367467c-1806-478c-adc9-4c4b4fff9150\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 1.403}}, {\"73078\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-26 13:21:42.000000+00:00\", \"2021-10-18 04:06:40.000000+00:00\", \"2019-04-04 07:57:07.000000+00:00\"], \"session_ids\": [\"13498a9a-fd53-42dc-9750-829506a366d4\", \"5d78128f-b8dd-452d-b7ac-1d3b24fb037c\", \"b324e992-bf16-4ceb-982d-dc2687344f9b\"], \"total_duration\": 134.0, \"total_sessions\": 3, \"mean_week_duration\": 1.008}}]\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[{\"9869\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-09 07:14:53.000000+00:00\", \"2021-04-02 17:07:23.000000+00:00\"], \"session_ids\": [\"7e2f70d9-e478-4add-a840-07a42024cf45\", \"f28ceaf4-5f58-4b4b-8541-6e58284cb0ac\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.8}}, {\"41666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-11-19 07:47:59.000000+00:00\", \"2021-09-12 16:48:35.000000+00:00\"], \"session_ids\": [\"bd46113c-167e-40bf-a120-e1186d11ec8b\", \"8367467c-1806-478c-adc9-4c4b4fff9150\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 1.403}}, {\"73078\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-26 13:21:42.000000+00:00\", \"2021-10-18 04:06:40.000000+00:00\", \"2019-04-04 07:57:07.000000+00:00\"], \"session_ids\": [\"13498a9a-fd53-42dc-9750-829506a366d4\", \"5d78128f-b8dd-452d-b7ac-1d3b24fb037c\", \"b324e992-bf16-4ceb-982d-dc2687344f9b\"], \"total_duration\": 134.0, \"total_sessions\": 3, \"mean_week_duration\": 1.008}}]\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 Mexico City plus perform sorting by time in app per week form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38470\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-15 01:54:19.000000+00:00\", \"2022-04-08 06:46:49.000000+00:00\", \"2021-11-10 15:45:11.000000+00:00\", \"2019-01-03 12:25:27.000000+00:00\", \"2021-08-12 19:51:52.000000+00:00\", \"2021-02-12 01:40:50.000000+00:00\", \"2020-11-02 08:02:33.000000+00:00\", \"2023-05-04 07:05:37.000000+00:00\", \"2019-12-18 17:26:55.000000+00:00\", \"2021-09-11 13:19:12.000000+00:00\", \"2021-05-29 13:11:36.000000+00:00\"], \"session_ids\": [\"caec280a-fcbe-43bb-a08b-c84bf3bdbd13\", \"a1eb8b7e-1f6a-439f-9837-b58165930623\", \"5918b86a-e73d-4a41-86ac-b309c780f2c2\", \"2b0d94fe-aba5-4247-9035-bd0ee5c04f4f\", \"8291b6e7-1431-4fef-8727-8a369c197b3b\", \"adfed327-aa3f-4830-ad6b-eaf62dba60f5\", \"0fab778b-0e24-4b30-8067-dec943742911\", \"ab3b8d5c-1ab0-4ab3-82f7-4a92de89a539\", \"2bb8ea98-ac88-404b-8559-1ac9677c28a4\", \"1cc65702-efbe-45cc-89d6-96c10e1b312b\", \"8f0a2caa-5e92-4090-85db-9a3cad94a594\"], \"total_duration\": 37178.0, \"total_sessions\": 11, \"mean_week_duration\": 164.504}, \"44472\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-14 21:45:28.000000+00:00\", \"2022-11-01 08:08:29.000000+00:00\", \"2022-10-31 15:31:30.000000+00:00\", \"2022-03-14 13:47:52.000000+00:00\"], \"session_ids\": [\"d3725eeb-c0cb-4625-a23f-e81e42b9b22e\", \"b93d2e26-356f-4643-996b-582442a590f7\", \"7ad53dbf-f4c0-44ea-ba89-286141c28455\", \"4cb452d9-047d-4a54-ae72-067e2924a555\"], \"total_duration\": 63.0, \"total_sessions\": 4, \"mean_week_duration\": 0.488}, \"67176\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-15 15:43:34.000000+00:00\", \"2020-04-25 08:03:47.000000+00:00\", \"2021-01-17 01:31:16.000000+00:00\", \"2020-10-15 06:09:32.000000+00:00\", \"2022-06-15 01:46:57.000000+00:00\", \"2019-12-18 04:42:18.000000+00:00\", \"2019-02-01 12:27:49.000000+00:00\"], \"session_ids\": [\"264f6816-7ada-479f-90f0-f290f2b8081b\", \"d237ca65-9db0-44fb-9739-f0517f11de43\", \"c7a16c4a-d3fe-4d23-953f-c0fdc8047e58\", \"3f71d0ad-8cc7-4691-8c1d-8ca7b532c789\", \"7a85f16a-2954-42ec-92eb-c20f5e898de4\", \"569b8494-6eb9-4e12-9c40-5acad1a9ce65\", \"5e5d03b0-6798-4b40-916e-11d2761d43ee\"], \"total_duration\": 84.0, \"total_sessions\": 7, \"mean_week_duration\": 0.477}, \"49863\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-20 07:41:51.000000+00:00\", \"2021-02-23 13:02:49.000000+00:00\"], \"session_ids\": [\"446e3a5c-e331-4b25-bd12-93c20bb27770\", \"b27a4c05-37b5-423c-85d2-f10a4677e534\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 11.217}, \"31727\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-05-20 20:04:39.000000+00:00\", \"2021-07-25 06:49:46.000000+00:00\"], \"session_ids\": [\"6fcbf8c5-f823-4bba-a901-b43e0836c1ab\", \"e0792c9b-6c9b-4a5f-8932-6eb865f23d7b\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"42240\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-11-05 12:28:10.000000+00:00\", \"2021-02-15 21:11:47.000000+00:00\"], \"session_ids\": [\"d9f9be38-6a36-437e-b88f-7ecaf9bbf2d2\", \"41884a5e-1d75-4c01-8623-6f5999f19369\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.358}, \"64558\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-06 02:22:14.000000+00:00\", \"2020-06-21 07:49:25.000000+00:00\", \"2019-05-16 21:56:29.000000+00:00\", \"2019-02-17 18:31:30.000000+00:00\"], \"session_ids\": [\"9266ac39-fa3f-4a2c-a528-a6e25012072c\", \"08e94e66-47ce-4f97-9a48-b696fcc94e73\", \"934375c8-07eb-4b33-8d99-d3a63a82e2d2\", \"970d2e1c-e0e0-4f32-850f-d7a5f61375a7\"], \"total_duration\": 294.0, \"total_sessions\": 4, \"mean_week_duration\": 1.336}, \"46517\": {\"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\": \"Singapore City\", \"datetimes\": [\"2019-04-04 07:28:49.000000+00:00\", \"2019-09-11 23:49:39.000000+00:00\", \"2021-10-26 20:05:25.000000+00:00\"], \"session_ids\": [\"1b185176-8004-4beb-9c2e-00b3f963c826\", \"663ed343-22ce-41ad-bfdf-4ba8f82e74b7\", \"9f2ea0d1-5fb9-4d32-abd4-819b164cf477\"], \"total_duration\": 760.0, \"total_sessions\": 3, \"mean_week_duration\": 5.672}, \"99043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-15 04:16:04.000000+00:00\", \"2019-09-30 17:32:29.000000+00:00\"], \"session_ids\": [\"48167689-94bc-47cd-84ff-8ecb44ebc79a\", \"efec45ca-b0ac-4c5b-8010-82e04e635d7d\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.166}, \"4398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-03 00:45:40.000000+00:00\", \"2022-05-26 06:30:02.000000+00:00\", \"2023-03-31 04:15:21.000000+00:00\"], \"session_ids\": [\"144399f3-6b69-445d-984a-f956304a1e68\", \"8eaa47c4-1aae-4c8e-b351-0ecdd168e5ea\", \"cf031af2-a20c-43ff-8cfe-64901d2dc6cd\"], \"total_duration\": 810.0, \"total_sessions\": 3, \"mean_week_duration\": 5.329}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Mexico City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Mexico City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38470\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-15 01:54:19.000000+00:00\", \"2022-04-08 06:46:49.000000+00:00\", \"2021-11-10 15:45:11.000000+00:00\", \"2019-01-03 12:25:27.000000+00:00\", \"2021-08-12 19:51:52.000000+00:00\", \"2021-02-12 01:40:50.000000+00:00\", \"2020-11-02 08:02:33.000000+00:00\", \"2023-05-04 07:05:37.000000+00:00\", \"2019-12-18 17:26:55.000000+00:00\", \"2021-09-11 13:19:12.000000+00:00\", \"2021-05-29 13:11:36.000000+00:00\"], \"session_ids\": [\"caec280a-fcbe-43bb-a08b-c84bf3bdbd13\", \"a1eb8b7e-1f6a-439f-9837-b58165930623\", \"5918b86a-e73d-4a41-86ac-b309c780f2c2\", \"2b0d94fe-aba5-4247-9035-bd0ee5c04f4f\", \"8291b6e7-1431-4fef-8727-8a369c197b3b\", \"adfed327-aa3f-4830-ad6b-eaf62dba60f5\", \"0fab778b-0e24-4b30-8067-dec943742911\", \"ab3b8d5c-1ab0-4ab3-82f7-4a92de89a539\", \"2bb8ea98-ac88-404b-8559-1ac9677c28a4\", \"1cc65702-efbe-45cc-89d6-96c10e1b312b\", \"8f0a2caa-5e92-4090-85db-9a3cad94a594\"], \"total_duration\": 37178.0, \"total_sessions\": 11, \"mean_week_duration\": 164.504}, \"44472\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-14 21:45:28.000000+00:00\", \"2022-11-01 08:08:29.000000+00:00\", \"2022-10-31 15:31:30.000000+00:00\", \"2022-03-14 13:47:52.000000+00:00\"], \"session_ids\": [\"d3725eeb-c0cb-4625-a23f-e81e42b9b22e\", \"b93d2e26-356f-4643-996b-582442a590f7\", \"7ad53dbf-f4c0-44ea-ba89-286141c28455\", \"4cb452d9-047d-4a54-ae72-067e2924a555\"], \"total_duration\": 63.0, \"total_sessions\": 4, \"mean_week_duration\": 0.488}, \"67176\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-15 15:43:34.000000+00:00\", \"2020-04-25 08:03:47.000000+00:00\", \"2021-01-17 01:31:16.000000+00:00\", \"2020-10-15 06:09:32.000000+00:00\", \"2022-06-15 01:46:57.000000+00:00\", \"2019-12-18 04:42:18.000000+00:00\", \"2019-02-01 12:27:49.000000+00:00\"], \"session_ids\": [\"264f6816-7ada-479f-90f0-f290f2b8081b\", \"d237ca65-9db0-44fb-9739-f0517f11de43\", \"c7a16c4a-d3fe-4d23-953f-c0fdc8047e58\", \"3f71d0ad-8cc7-4691-8c1d-8ca7b532c789\", \"7a85f16a-2954-42ec-92eb-c20f5e898de4\", \"569b8494-6eb9-4e12-9c40-5acad1a9ce65\", \"5e5d03b0-6798-4b40-916e-11d2761d43ee\"], \"total_duration\": 84.0, \"total_sessions\": 7, \"mean_week_duration\": 0.477}, \"49863\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-20 07:41:51.000000+00:00\", \"2021-02-23 13:02:49.000000+00:00\"], \"session_ids\": [\"446e3a5c-e331-4b25-bd12-93c20bb27770\", \"b27a4c05-37b5-423c-85d2-f10a4677e534\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 11.217}, \"31727\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-05-20 20:04:39.000000+00:00\", \"2021-07-25 06:49:46.000000+00:00\"], \"session_ids\": [\"6fcbf8c5-f823-4bba-a901-b43e0836c1ab\", \"e0792c9b-6c9b-4a5f-8932-6eb865f23d7b\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"42240\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-11-05 12:28:10.000000+00:00\", \"2021-02-15 21:11:47.000000+00:00\"], \"session_ids\": [\"d9f9be38-6a36-437e-b88f-7ecaf9bbf2d2\", \"41884a5e-1d75-4c01-8623-6f5999f19369\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.358}, \"64558\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-06 02:22:14.000000+00:00\", \"2020-06-21 07:49:25.000000+00:00\", \"2019-05-16 21:56:29.000000+00:00\", \"2019-02-17 18:31:30.000000+00:00\"], \"session_ids\": [\"9266ac39-fa3f-4a2c-a528-a6e25012072c\", \"08e94e66-47ce-4f97-9a48-b696fcc94e73\", \"934375c8-07eb-4b33-8d99-d3a63a82e2d2\", \"970d2e1c-e0e0-4f32-850f-d7a5f61375a7\"], \"total_duration\": 294.0, \"total_sessions\": 4, \"mean_week_duration\": 1.336}, \"46517\": {\"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\": \"Singapore City\", \"datetimes\": [\"2019-04-04 07:28:49.000000+00:00\", \"2019-09-11 23:49:39.000000+00:00\", \"2021-10-26 20:05:25.000000+00:00\"], \"session_ids\": [\"1b185176-8004-4beb-9c2e-00b3f963c826\", \"663ed343-22ce-41ad-bfdf-4ba8f82e74b7\", \"9f2ea0d1-5fb9-4d32-abd4-819b164cf477\"], \"total_duration\": 760.0, \"total_sessions\": 3, \"mean_week_duration\": 5.672}, \"99043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-15 04:16:04.000000+00:00\", \"2019-09-30 17:32:29.000000+00:00\"], \"session_ids\": [\"48167689-94bc-47cd-84ff-8ecb44ebc79a\", \"efec45ca-b0ac-4c5b-8010-82e04e635d7d\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.166}, \"4398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-03 00:45:40.000000+00:00\", \"2022-05-26 06:30:02.000000+00:00\", \"2023-03-31 04:15:21.000000+00:00\"], \"session_ids\": [\"144399f3-6b69-445d-984a-f956304a1e68\", \"8eaa47c4-1aae-4c8e-b351-0ecdd168e5ea\", \"cf031af2-a20c-43ff-8cfe-64901d2dc6cd\"], \"total_duration\": 810.0, \"total_sessions\": 3, \"mean_week_duration\": 5.329}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"99043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-15 04:16:04.000000+00:00\", \"2019-09-30 17:32:29.000000+00:00\"], \"session_ids\": [\"48167689-94bc-47cd-84ff-8ecb44ebc79a\", \"efec45ca-b0ac-4c5b-8010-82e04e635d7d\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.166}}, {\"67176\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-15 15:43:34.000000+00:00\", \"2020-04-25 08:03:47.000000+00:00\", \"2021-01-17 01:31:16.000000+00:00\", \"2020-10-15 06:09:32.000000+00:00\", \"2022-06-15 01:46:57.000000+00:00\", \"2019-12-18 04:42:18.000000+00:00\", \"2019-02-01 12:27:49.000000+00:00\"], \"session_ids\": [\"264f6816-7ada-479f-90f0-f290f2b8081b\", \"d237ca65-9db0-44fb-9739-f0517f11de43\", \"c7a16c4a-d3fe-4d23-953f-c0fdc8047e58\", \"3f71d0ad-8cc7-4691-8c1d-8ca7b532c789\", \"7a85f16a-2954-42ec-92eb-c20f5e898de4\", \"569b8494-6eb9-4e12-9c40-5acad1a9ce65\", \"5e5d03b0-6798-4b40-916e-11d2761d43ee\"], \"total_duration\": 84.0, \"total_sessions\": 7, \"mean_week_duration\": 0.477}}, {\"44472\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-14 21:45:28.000000+00:00\", \"2022-11-01 08:08:29.000000+00:00\", \"2022-10-31 15:31:30.000000+00:00\", \"2022-03-14 13:47:52.000000+00:00\"], \"session_ids\": [\"d3725eeb-c0cb-4625-a23f-e81e42b9b22e\", \"b93d2e26-356f-4643-996b-582442a590f7\", \"7ad53dbf-f4c0-44ea-ba89-286141c28455\", \"4cb452d9-047d-4a54-ae72-067e2924a555\"], \"total_duration\": 63.0, \"total_sessions\": 4, \"mean_week_duration\": 0.488}}, {\"64558\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-05-06 02:22:14.000000+00:00\", \"2020-06-21 07:49:25.000000+00:00\", \"2019-05-16 21:56:29.000000+00:00\", \"2019-02-17 18:31:30.000000+00:00\"], \"session_ids\": [\"9266ac39-fa3f-4a2c-a528-a6e25012072c\", \"08e94e66-47ce-4f97-9a48-b696fcc94e73\", \"934375c8-07eb-4b33-8d99-d3a63a82e2d2\", \"970d2e1c-e0e0-4f32-850f-d7a5f61375a7\"], \"total_duration\": 294.0, \"total_sessions\": 4, \"mean_week_duration\": 1.336}}, {\"42240\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-11-05 12:28:10.000000+00:00\", \"2021-02-15 21:11:47.000000+00:00\"], \"session_ids\": [\"d9f9be38-6a36-437e-b88f-7ecaf9bbf2d2\", \"41884a5e-1d75-4c01-8623-6f5999f19369\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 1.358}}, {\"4398\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-03 00:45:40.000000+00:00\", \"2022-05-26 06:30:02.000000+00:00\", \"2023-03-31 04:15:21.000000+00:00\"], \"session_ids\": [\"144399f3-6b69-445d-984a-f956304a1e68\", \"8eaa47c4-1aae-4c8e-b351-0ecdd168e5ea\", \"cf031af2-a20c-43ff-8cfe-64901d2dc6cd\"], \"total_duration\": 810.0, \"total_sessions\": 3, \"mean_week_duration\": 5.329}}, {\"46517\": {\"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\": \"Singapore City\", \"datetimes\": [\"2019-04-04 07:28:49.000000+00:00\", \"2019-09-11 23:49:39.000000+00:00\", \"2021-10-26 20:05:25.000000+00:00\"], \"session_ids\": [\"1b185176-8004-4beb-9c2e-00b3f963c826\", \"663ed343-22ce-41ad-bfdf-4ba8f82e74b7\", \"9f2ea0d1-5fb9-4d32-abd4-819b164cf477\"], \"total_duration\": 760.0, \"total_sessions\": 3, \"mean_week_duration\": 5.672}}, {\"31727\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-05-20 20:04:39.000000+00:00\", \"2021-07-25 06:49:46.000000+00:00\"], \"session_ids\": [\"6fcbf8c5-f823-4bba-a901-b43e0836c1ab\", \"e0792c9b-6c9b-4a5f-8932-6eb865f23d7b\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}, {\"49863\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-20 07:41:51.000000+00:00\", \"2021-02-23 13:02:49.000000+00:00\"], \"session_ids\": [\"446e3a5c-e331-4b25-bd12-93c20bb27770\", \"b27a4c05-37b5-423c-85d2-f10a4677e534\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 11.217}}, {\"38470\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-15 01:54:19.000000+00:00\", \"2022-04-08 06:46:49.000000+00:00\", \"2021-11-10 15:45:11.000000+00:00\", \"2019-01-03 12:25:27.000000+00:00\", \"2021-08-12 19:51:52.000000+00:00\", \"2021-02-12 01:40:50.000000+00:00\", \"2020-11-02 08:02:33.000000+00:00\", \"2023-05-04 07:05:37.000000+00:00\", \"2019-12-18 17:26:55.000000+00:00\", \"2021-09-11 13:19:12.000000+00:00\", \"2021-05-29 13:11:36.000000+00:00\"], \"session_ids\": [\"caec280a-fcbe-43bb-a08b-c84bf3bdbd13\", \"a1eb8b7e-1f6a-439f-9837-b58165930623\", \"5918b86a-e73d-4a41-86ac-b309c780f2c2\", \"2b0d94fe-aba5-4247-9035-bd0ee5c04f4f\", \"8291b6e7-1431-4fef-8727-8a369c197b3b\", \"adfed327-aa3f-4830-ad6b-eaf62dba60f5\", \"0fab778b-0e24-4b30-8067-dec943742911\", \"ab3b8d5c-1ab0-4ab3-82f7-4a92de89a539\", \"2bb8ea98-ac88-404b-8559-1ac9677c28a4\", \"1cc65702-efbe-45cc-89d6-96c10e1b312b\", \"8f0a2caa-5e92-4090-85db-9a3cad94a594\"], \"total_duration\": 37178.0, \"total_sessions\": 11, \"mean_week_duration\": 164.504}}]\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[{\"99043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-15 04:16:04.000000+00:00\", \"2019-09-30 17:32:29.000000+00:00\"], \"session_ids\": [\"48167689-94bc-47cd-84ff-8ecb44ebc79a\", \"efec45ca-b0ac-4c5b-8010-82e04e635d7d\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.166}}, {\"67176\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-15 15:43:34.000000+00:00\", \"2020-04-25 08:03:47.000000+00:00\", \"2021-01-17 01:31:16.000000+00:00\", \"2020-10-15 06:09:32.000000+00:00\", \"2022-06-15 01:46:57.000000+00:00\", \"2019-12-18 04:42:18.000000+00:00\", \"2019-02-01 12:27:49.000000+00:00\"], \"session_ids\": [\"264f6816-7ada-479f-90f0-f290f2b8081b\", \"d237ca65-9db0-44fb-9739-f0517f11de43\", \"c7a16c4a-d3fe-4d23-953f-c0fdc8047e58\", \"3f71d0ad-8cc7-4691-8c1d-8ca7b532c789\", \"7a85f16a-2954-42ec-92eb-c20f5e898de4\", \"569b8494-6eb9-4e12-9c40-5acad1a9ce65\", \"5e5d03b0-6798-4b40-916e-11d2761d43ee\"], \"total_duration\": 84.0, \"total_sessions\": 7, \"mean_week_duration\": 0.477}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"99043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-15 04:16:04.000000+00:00\", \"2019-09-30 17:32:29.000000+00:00\"], \"session_ids\": [\"48167689-94bc-47cd-84ff-8ecb44ebc79a\", \"efec45ca-b0ac-4c5b-8010-82e04e635d7d\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.166}}, {\"67176\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-15 15:43:34.000000+00:00\", \"2020-04-25 08:03:47.000000+00:00\", \"2021-01-17 01:31:16.000000+00:00\", \"2020-10-15 06:09:32.000000+00:00\", \"2022-06-15 01:46:57.000000+00:00\", \"2019-12-18 04:42:18.000000+00:00\", \"2019-02-01 12:27:49.000000+00:00\"], \"session_ids\": [\"264f6816-7ada-479f-90f0-f290f2b8081b\", \"d237ca65-9db0-44fb-9739-f0517f11de43\", \"c7a16c4a-d3fe-4d23-953f-c0fdc8047e58\", \"3f71d0ad-8cc7-4691-8c1d-8ca7b532c789\", \"7a85f16a-2954-42ec-92eb-c20f5e898de4\", \"569b8494-6eb9-4e12-9c40-5acad1a9ce65\", \"5e5d03b0-6798-4b40-916e-11d2761d43ee\"], \"total_duration\": 84.0, \"total_sessions\": 7, \"mean_week_duration\": 0.477}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about 3 users whose cities are Dublin, San Jose, Zurich and in addition sort by total time using the app from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"8874\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-05-27 23:14:00.000000+00:00\", \"2019-06-14 22:59:33.000000+00:00\"], \"session_ids\": [\"0393896f-cd05-44e8-ac41-7a9b784ed554\", \"499e0f81-3c48-49a9-a78b-60883035230f\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.169}, \"93315\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-02-19 19:55:19.000000+00:00\", \"2022-03-15 12:45:02.000000+00:00\", \"2020-10-07 06:28:49.000000+00:00\", \"2020-09-15 22:16:46.000000+00:00\", \"2019-01-23 06:35:01.000000+00:00\"], \"session_ids\": [\"68ab6b2e-3879-4f51-90cd-5487c2070a4a\", \"0f6bbc11-1ebf-421c-bc8c-9113a1018eb7\", \"b4df9ba8-a4a9-4a25-a371-e96d2092fe00\", \"7e865f26-0680-458d-ac75-a917c8613a39\", \"d42261b8-69e2-4508-8dde-3fabeec80550\"], \"total_duration\": 3033.0, \"total_sessions\": 5, \"mean_week_duration\": 18.494}, \"11653\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-05-07 09:33:03.000000+00:00\", \"2020-03-29 06:19:37.000000+00:00\", \"2022-12-26 19:57:39.000000+00:00\", \"2022-08-19 04:24:49.000000+00:00\", \"2022-07-01 21:14:52.000000+00:00\", \"2021-01-30 16:06:06.000000+00:00\", \"2021-09-06 12:14:21.000000+00:00\", \"2020-07-17 22:02:58.000000+00:00\"], \"session_ids\": [\"44a5a3b5-88b3-4b6d-8f15-30930ab8eab3\", \"32b55864-d9c9-4d6b-9b70-1caab67d668f\", \"46c3d83f-7294-41ed-9c14-d24086701280\", \"1ee9bb21-decb-41d5-ab90-ff0d6729b44c\", \"9eac9414-b569-4181-b024-289ab5481ffa\", \"89fc2ad0-557a-4156-ba92-c5c5ce56ac78\", \"2eaabf49-0ab4-4bc4-a425-6c62f8d4a161\", \"af0da6ee-3e76-4225-8132-a650fbab5c38\"], \"total_duration\": 339.0, \"total_sessions\": 8, \"mean_week_duration\": 2.354}, \"19893\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-02-27 21:17:06.000000+00:00\", \"2021-06-04 17:46:20.000000+00:00\"], \"session_ids\": [\"b9a27cce-bc67-4657-adb2-729444dcd2d1\", \"af5fb3e1-678f-45f5-9402-7bb9cf50018a\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 2.53}, \"1493\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-06-11 00:01:00.000000+00:00\", \"2019-02-09 08:13:31.000000+00:00\"], \"session_ids\": [\"0d2e4f3c-770a-4399-96f9-8e24173b94ba\", \"23a7d314-86a4-41cc-8ad7-c7a63155693e\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 2.224}, \"86359\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-08 10:00:09.000000+00:00\", \"2019-01-21 10:53:41.000000+00:00\", \"2021-06-29 05:12:22.000000+00:00\", \"2022-07-27 02:49:58.000000+00:00\", \"2023-03-11 13:49:55.000000+00:00\"], \"session_ids\": [\"583efec8-76a9-4887-bc6d-d994a4d90e4a\", \"7e2c8510-56ee-4bf1-9497-4d4b7df5cfaf\", \"00e9843a-f602-43c0-90cb-33314a8062ab\", \"0c2525d8-8b76-4484-bb6c-3dd91b373468\", \"f2d36114-a186-4972-bb5b-1943ad3b1561\"], \"total_duration\": 2898.0, \"total_sessions\": 5, \"mean_week_duration\": 13.417}, \"47230\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-03-28 13:29:04.000000+00:00\", \"2022-03-31 22:07:55.000000+00:00\", \"2019-01-27 09:09:04.000000+00:00\"], \"session_ids\": [\"1e6459be-42b9-4bcf-a3a4-9de1e9c910df\", \"a0319aa5-f44c-43d4-b85c-a2d5a726425d\", \"f40417f7-e6b9-4c8e-9b26-3afb6f591f1e\"], \"total_duration\": 547.0, \"total_sessions\": 3, \"mean_week_duration\": 3.295}, \"59626\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-11 02:31:02.000000+00:00\", \"2022-08-02 07:01:22.000000+00:00\", \"2023-04-07 05:38:54.000000+00:00\", \"2023-03-29 22:52:58.000000+00:00\"], \"session_ids\": [\"ba1ba6f1-864c-4ef8-8ff6-e9db2a9a27ae\", \"b625fa80-b9e4-4946-a34c-3058dfb25370\", \"e16c7e97-bac6-465c-afef-34896eef22ca\", \"783ce96b-880a-4069-9c9e-67bb68571dff\"], \"total_duration\": 375.0, \"total_sessions\": 4, \"mean_week_duration\": 10.417}, \"70836\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-04-21 09:38:14.000000+00:00\", \"2023-02-15 04:52:17.000000+00:00\"], \"session_ids\": [\"7fb778d3-60d5-489d-b069-878ce60c6d9f\", \"5bed241e-ed3b-432b-8873-08b4b0066ac2\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 3.327}, \"90190\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-23 18:21:33.000000+00:00\", \"2021-04-02 12:26:22.000000+00:00\"], \"session_ids\": [\"ce238fa5-c95f-44a3-8d9d-368d75d1a087\", \"f0e6dc33-c98d-4b1c-839f-2666bfb88e8f\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 31.667}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Dublin, San Jose, Zurich"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Dublin\", \"San Jose\", \"Zurich\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"86359\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-08 10:00:09.000000+00:00\", \"2019-01-21 10:53:41.000000+00:00\", \"2021-06-29 05:12:22.000000+00:00\", \"2022-07-27 02:49:58.000000+00:00\", \"2023-03-11 13:49:55.000000+00:00\"], \"session_ids\": [\"583efec8-76a9-4887-bc6d-d994a4d90e4a\", \"7e2c8510-56ee-4bf1-9497-4d4b7df5cfaf\", \"00e9843a-f602-43c0-90cb-33314a8062ab\", \"0c2525d8-8b76-4484-bb6c-3dd91b373468\", \"f2d36114-a186-4972-bb5b-1943ad3b1561\"], \"total_duration\": 2898.0, \"total_sessions\": 5, \"mean_week_duration\": 13.417}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"86359\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-08 10:00:09.000000+00:00\", \"2019-01-21 10:53:41.000000+00:00\", \"2021-06-29 05:12:22.000000+00:00\", \"2022-07-27 02:49:58.000000+00:00\", \"2023-03-11 13:49:55.000000+00:00\"], \"session_ids\": [\"583efec8-76a9-4887-bc6d-d994a4d90e4a\", \"7e2c8510-56ee-4bf1-9497-4d4b7df5cfaf\", \"00e9843a-f602-43c0-90cb-33314a8062ab\", \"0c2525d8-8b76-4484-bb6c-3dd91b373468\", \"f2d36114-a186-4972-bb5b-1943ad3b1561\"], \"total_duration\": 2898.0, \"total_sessions\": 5, \"mean_week_duration\": 13.417}}]\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[{\"86359\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-08 10:00:09.000000+00:00\", \"2019-01-21 10:53:41.000000+00:00\", \"2021-06-29 05:12:22.000000+00:00\", \"2022-07-27 02:49:58.000000+00:00\", \"2023-03-11 13:49:55.000000+00:00\"], \"session_ids\": [\"583efec8-76a9-4887-bc6d-d994a4d90e4a\", \"7e2c8510-56ee-4bf1-9497-4d4b7df5cfaf\", \"00e9843a-f602-43c0-90cb-33314a8062ab\", \"0c2525d8-8b76-4484-bb6c-3dd91b373468\", \"f2d36114-a186-4972-bb5b-1943ad3b1561\"], \"total_duration\": 2898.0, \"total_sessions\": 5, \"mean_week_duration\": 13.417}}]\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[{\"86359\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-08 10:00:09.000000+00:00\", \"2019-01-21 10:53:41.000000+00:00\", \"2021-06-29 05:12:22.000000+00:00\", \"2022-07-27 02:49:58.000000+00:00\", \"2023-03-11 13:49:55.000000+00:00\"], \"session_ids\": [\"583efec8-76a9-4887-bc6d-d994a4d90e4a\", \"7e2c8510-56ee-4bf1-9497-4d4b7df5cfaf\", \"00e9843a-f602-43c0-90cb-33314a8062ab\", \"0c2525d8-8b76-4484-bb6c-3dd91b373468\", \"f2d36114-a186-4972-bb5b-1943ad3b1561\"], \"total_duration\": 2898.0, \"total_sessions\": 5, \"mean_week_duration\": 13.417}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about users whose number of sessions exceeds 7 while staying below 4, exclusively 4 , apply sorting by name of the city from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-10-09 02:30:45.000000+00:00\", \"2021-07-25 21:56:38.000000+00:00\", \"2022-08-03 01:07:12.000000+00:00\", \"2020-08-26 11:48:26.000000+00:00\", \"2020-02-05 09:26:00.000000+00:00\", \"2022-08-24 11:49:42.000000+00:00\", \"2021-12-10 01:12:50.000000+00:00\", \"2021-08-03 18:26:04.000000+00:00\", \"2019-08-01 06:53:42.000000+00:00\", \"2021-02-10 13:27:13.000000+00:00\"], \"session_ids\": [\"428b2343-7ef2-4b49-aa8c-aae2171b2967\", \"29afd059-dd57-43b6-8942-76c074b06e46\", \"8f6072b7-0ec5-4379-ad73-32ac621f3355\", \"6bbf1370-2cb4-4f6d-94b1-acd5d9aa8594\", \"85aaac5b-84e2-4b4f-b0f8-fec7b7868178\", \"80c5845d-c81a-41e6-9e31-9f6216799243\", \"a890bb9e-e28c-4747-b7ac-6f68e896f95b\", \"2740a822-7945-4215-b841-edff2a3ab511\", \"173f8fd1-5006-4b22-9008-725a1163da66\", \"c8e136bf-f1b6-42b0-8e86-7c20eb9ae05b\"], \"total_duration\": 6421.0, \"total_sessions\": 10, \"mean_week_duration\": 40.131}, \"27538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-03 21:52:58.000000+00:00\", \"2019-02-01 06:46:07.000000+00:00\", \"2020-02-28 20:57:25.000000+00:00\", \"2020-07-11 05:41:11.000000+00:00\", \"2019-02-23 18:44:48.000000+00:00\", \"2019-05-04 16:04:49.000000+00:00\", \"2020-07-03 04:33:00.000000+00:00\"], \"session_ids\": [\"d7df3855-921a-4bd2-b7c7-a58a9a457a5b\", \"07262b99-1347-4afc-8a2f-ca8c8e3f5b4a\", \"8613869a-d1e2-49c8-9d49-46e9d3f1f78c\", \"153e283e-7c77-4d32-8d3a-2e3bc28c192c\", \"edef047b-71e3-4438-bdf5-e85bcc258547\", \"6378a9ce-7abd-41a1-9311-4c377b559756\", \"883da83b-a9ee-4392-8442-bc7eb58228be\"], \"total_duration\": 433.0, \"total_sessions\": 7, \"mean_week_duration\": 5.773}, \"52497\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-17 21:32:29.000000+00:00\", \"2023-06-13 11:33:46.000000+00:00\", \"2021-09-27 14:51:13.000000+00:00\"], \"session_ids\": [\"9d0c83d6-ca53-4920-b645-923406da90fa\", \"97cef66b-049b-4ccd-ac2e-dac2275205a8\", \"75c78490-c35c-46a9-8beb-fb124df8d2a3\"], \"total_duration\": 557.0, \"total_sessions\": 3, \"mean_week_duration\": 6.258}, \"50360\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-08 12:44:36.000000+00:00\", \"2021-10-26 06:59:49.000000+00:00\", \"2022-03-18 12:05:08.000000+00:00\", \"2020-07-13 06:22:25.000000+00:00\"], \"session_ids\": [\"e89abe96-35d5-4081-ba20-29edc4bc0a5d\", \"3989240d-5d03-4529-872c-8da26c4a8e10\", \"f2a76065-0727-4484-b6bd-3ab94b322071\", \"f9ecef7a-9dfb-42d5-a461-14adf11f5e48\"], \"total_duration\": 85.0, \"total_sessions\": 4, \"mean_week_duration\": 0.966}, \"72366\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-11-20 05:33:37.000000+00:00\", \"2021-02-09 12:41:13.000000+00:00\", \"2020-06-30 17:26:05.000000+00:00\", \"2021-11-30 21:56:09.000000+00:00\", \"2022-03-18 18:24:23.000000+00:00\", \"2022-10-26 20:24:38.000000+00:00\", \"2022-03-10 22:48:52.000000+00:00\"], \"session_ids\": [\"9f3e683d-7cfc-47ca-973f-075d28c8d264\", \"4322fe2c-26d1-415a-9e7d-a0f2608b9989\", \"64737e7a-133e-4e67-a563-44aa12d15e31\", \"5977858f-ce57-424a-b5b2-38545ef88aba\", \"ed335b63-3e51-47b3-9eba-27f2ce91730d\", \"ef28b5fe-f4f1-46e6-acea-80a42403231b\", \"6ee59f95-a6bb-41da-bfe8-31e0b609401f\"], \"total_duration\": 2658.0, \"total_sessions\": 7, \"mean_week_duration\": 21.787}, \"13981\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-10 17:33:38.000000+00:00\", \"2020-10-25 03:21:30.000000+00:00\"], \"session_ids\": [\"fe3f66bc-2072-4b5e-a7ea-8d76eadb5835\", \"a4478ffa-f8b7-4055-9eec-94bd0cc60fc3\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 14.667}, \"24980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-02-27 19:33:58.000000+00:00\", \"2021-05-27 03:06:19.000000+00:00\"], \"session_ids\": [\"c1eef065-cc9d-4b8b-94af-0648c30a29e1\", \"38df7b01-429b-43f9-beeb-543f7bcba45e\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 2.59}, \"11644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-15 07:21:58.000000+00:00\", \"2023-02-26 10:56:15.000000+00:00\", \"2019-02-02 03:43:03.000000+00:00\", \"2020-03-05 10:03:09.000000+00:00\", \"2022-08-15 07:04:48.000000+00:00\", \"2019-08-29 12:49:26.000000+00:00\"], \"session_ids\": [\"8be8da16-70d8-4dd3-adc2-3f9996cfa265\", \"4f5c2bff-b926-4dcf-ab4c-a706c49be6da\", \"8dbfc623-b564-4484-9938-29082bc647e1\", \"d842d792-1c8b-4aa8-8dcb-3e09de6f4ff9\", \"2d5b6d16-eb99-4893-809a-9469a18a66cd\", \"01c64c2e-ed1e-45ff-b279-ac8705ac4b4b\"], \"total_duration\": 771.0, \"total_sessions\": 6, \"mean_week_duration\": 3.62}, \"6683\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-10 22:27:24.000000+00:00\", \"2022-06-26 11:44:38.000000+00:00\", \"2019-12-19 22:41:40.000000+00:00\", \"2021-09-25 18:21:11.000000+00:00\", \"2021-04-01 19:00:06.000000+00:00\", \"2022-10-29 07:30:43.000000+00:00\", \"2020-04-12 16:47:38.000000+00:00\", \"2019-02-26 03:26:35.000000+00:00\", \"2020-07-05 19:26:51.000000+00:00\", \"2020-06-29 04:21:08.000000+00:00\", \"2022-08-19 11:05:44.000000+00:00\"], \"session_ids\": [\"8a9f428b-02c7-45db-8601-f224348d1b38\", \"c7ede4c9-a0e1-4051-bb31-801cc1b1db3e\", \"63188c6c-2448-407c-93d2-b37964e21eae\", \"f7ec5cf5-021d-4f9f-aeff-99597d79e9d8\", \"beee74eb-976a-4820-a684-f94c70644e5d\", \"f962f9e9-1626-47bf-8c12-45fa97f7941f\", \"b9bf5fc5-55a0-425d-af1d-eb9967ca1957\", \"c84d34cd-9afd-4050-a195-7a8b9909b058\", \"b16c4c52-87f2-4f2f-a9a1-f01864b52c81\", \"1bddc5aa-3217-4436-8593-d635bed11ce0\", \"521a397b-dbe3-47ba-909c-86edff74d24d\"], \"total_duration\": 434.0, \"total_sessions\": 11, \"mean_week_duration\": 2.26}, \"49972\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-08 07:03:01.000000+00:00\", \"2019-11-20 18:56:46.000000+00:00\", \"2019-04-29 11:51:52.000000+00:00\"], \"session_ids\": [\"150d21de-0490-404e-8d94-fec7c724ad5b\", \"1c227d53-82ff-410b-b913-7083b3c53f93\", \"78ed5070-bf2d-480c-b50f-2692e00cd647\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 0.778}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 4 and are equal or greater than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52497\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-17 21:32:29.000000+00:00\", \"2023-06-13 11:33:46.000000+00:00\", \"2021-09-27 14:51:13.000000+00:00\"], \"session_ids\": [\"9d0c83d6-ca53-4920-b645-923406da90fa\", \"97cef66b-049b-4ccd-ac2e-dac2275205a8\", \"75c78490-c35c-46a9-8beb-fb124df8d2a3\"], \"total_duration\": 557.0, \"total_sessions\": 3, \"mean_week_duration\": 6.258}, \"13981\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-10 17:33:38.000000+00:00\", \"2020-10-25 03:21:30.000000+00:00\"], \"session_ids\": [\"fe3f66bc-2072-4b5e-a7ea-8d76eadb5835\", \"a4478ffa-f8b7-4055-9eec-94bd0cc60fc3\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 14.667}, \"24980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-02-27 19:33:58.000000+00:00\", \"2021-05-27 03:06:19.000000+00:00\"], \"session_ids\": [\"c1eef065-cc9d-4b8b-94af-0648c30a29e1\", \"38df7b01-429b-43f9-beeb-543f7bcba45e\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 2.59}, \"49972\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-08 07:03:01.000000+00:00\", \"2019-11-20 18:56:46.000000+00:00\", \"2019-04-29 11:51:52.000000+00:00\"], \"session_ids\": [\"150d21de-0490-404e-8d94-fec7c724ad5b\", \"1c227d53-82ff-410b-b913-7083b3c53f93\", \"78ed5070-bf2d-480c-b50f-2692e00cd647\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 0.778}, \"83854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-10-09 02:30:45.000000+00:00\", \"2021-07-25 21:56:38.000000+00:00\", \"2022-08-03 01:07:12.000000+00:00\", \"2020-08-26 11:48:26.000000+00:00\", \"2020-02-05 09:26:00.000000+00:00\", \"2022-08-24 11:49:42.000000+00:00\", \"2021-12-10 01:12:50.000000+00:00\", \"2021-08-03 18:26:04.000000+00:00\", \"2019-08-01 06:53:42.000000+00:00\", \"2021-02-10 13:27:13.000000+00:00\"], \"session_ids\": [\"428b2343-7ef2-4b49-aa8c-aae2171b2967\", \"29afd059-dd57-43b6-8942-76c074b06e46\", \"8f6072b7-0ec5-4379-ad73-32ac621f3355\", \"6bbf1370-2cb4-4f6d-94b1-acd5d9aa8594\", \"85aaac5b-84e2-4b4f-b0f8-fec7b7868178\", \"80c5845d-c81a-41e6-9e31-9f6216799243\", \"a890bb9e-e28c-4747-b7ac-6f68e896f95b\", \"2740a822-7945-4215-b841-edff2a3ab511\", \"173f8fd1-5006-4b22-9008-725a1163da66\", \"c8e136bf-f1b6-42b0-8e86-7c20eb9ae05b\"], \"total_duration\": 6421.0, \"total_sessions\": 10, \"mean_week_duration\": 40.131}, \"27538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-03 21:52:58.000000+00:00\", \"2019-02-01 06:46:07.000000+00:00\", \"2020-02-28 20:57:25.000000+00:00\", \"2020-07-11 05:41:11.000000+00:00\", \"2019-02-23 18:44:48.000000+00:00\", \"2019-05-04 16:04:49.000000+00:00\", \"2020-07-03 04:33:00.000000+00:00\"], \"session_ids\": [\"d7df3855-921a-4bd2-b7c7-a58a9a457a5b\", \"07262b99-1347-4afc-8a2f-ca8c8e3f5b4a\", \"8613869a-d1e2-49c8-9d49-46e9d3f1f78c\", \"153e283e-7c77-4d32-8d3a-2e3bc28c192c\", \"edef047b-71e3-4438-bdf5-e85bcc258547\", \"6378a9ce-7abd-41a1-9311-4c377b559756\", \"883da83b-a9ee-4392-8442-bc7eb58228be\"], \"total_duration\": 433.0, \"total_sessions\": 7, \"mean_week_duration\": 5.773}, \"72366\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-11-20 05:33:37.000000+00:00\", \"2021-02-09 12:41:13.000000+00:00\", \"2020-06-30 17:26:05.000000+00:00\", \"2021-11-30 21:56:09.000000+00:00\", \"2022-03-18 18:24:23.000000+00:00\", \"2022-10-26 20:24:38.000000+00:00\", \"2022-03-10 22:48:52.000000+00:00\"], \"session_ids\": [\"9f3e683d-7cfc-47ca-973f-075d28c8d264\", \"4322fe2c-26d1-415a-9e7d-a0f2608b9989\", \"64737e7a-133e-4e67-a563-44aa12d15e31\", \"5977858f-ce57-424a-b5b2-38545ef88aba\", \"ed335b63-3e51-47b3-9eba-27f2ce91730d\", \"ef28b5fe-f4f1-46e6-acea-80a42403231b\", \"6ee59f95-a6bb-41da-bfe8-31e0b609401f\"], \"total_duration\": 2658.0, \"total_sessions\": 7, \"mean_week_duration\": 21.787}, \"6683\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-10 22:27:24.000000+00:00\", \"2022-06-26 11:44:38.000000+00:00\", \"2019-12-19 22:41:40.000000+00:00\", \"2021-09-25 18:21:11.000000+00:00\", \"2021-04-01 19:00:06.000000+00:00\", \"2022-10-29 07:30:43.000000+00:00\", \"2020-04-12 16:47:38.000000+00:00\", \"2019-02-26 03:26:35.000000+00:00\", \"2020-07-05 19:26:51.000000+00:00\", \"2020-06-29 04:21:08.000000+00:00\", \"2022-08-19 11:05:44.000000+00:00\"], \"session_ids\": [\"8a9f428b-02c7-45db-8601-f224348d1b38\", \"c7ede4c9-a0e1-4051-bb31-801cc1b1db3e\", \"63188c6c-2448-407c-93d2-b37964e21eae\", \"f7ec5cf5-021d-4f9f-aeff-99597d79e9d8\", \"beee74eb-976a-4820-a684-f94c70644e5d\", \"f962f9e9-1626-47bf-8c12-45fa97f7941f\", \"b9bf5fc5-55a0-425d-af1d-eb9967ca1957\", \"c84d34cd-9afd-4050-a195-7a8b9909b058\", \"b16c4c52-87f2-4f2f-a9a1-f01864b52c81\", \"1bddc5aa-3217-4436-8593-d635bed11ce0\", \"521a397b-dbe3-47ba-909c-86edff74d24d\"], \"total_duration\": 434.0, \"total_sessions\": 11, \"mean_week_duration\": 2.26}}\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[{\"13981\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-10 17:33:38.000000+00:00\", \"2020-10-25 03:21:30.000000+00:00\"], \"session_ids\": [\"fe3f66bc-2072-4b5e-a7ea-8d76eadb5835\", \"a4478ffa-f8b7-4055-9eec-94bd0cc60fc3\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 14.667}}, {\"49972\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-08 07:03:01.000000+00:00\", \"2019-11-20 18:56:46.000000+00:00\", \"2019-04-29 11:51:52.000000+00:00\"], \"session_ids\": [\"150d21de-0490-404e-8d94-fec7c724ad5b\", \"1c227d53-82ff-410b-b913-7083b3c53f93\", \"78ed5070-bf2d-480c-b50f-2692e00cd647\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 0.778}}, {\"83854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-10-09 02:30:45.000000+00:00\", \"2021-07-25 21:56:38.000000+00:00\", \"2022-08-03 01:07:12.000000+00:00\", \"2020-08-26 11:48:26.000000+00:00\", \"2020-02-05 09:26:00.000000+00:00\", \"2022-08-24 11:49:42.000000+00:00\", \"2021-12-10 01:12:50.000000+00:00\", \"2021-08-03 18:26:04.000000+00:00\", \"2019-08-01 06:53:42.000000+00:00\", \"2021-02-10 13:27:13.000000+00:00\"], \"session_ids\": [\"428b2343-7ef2-4b49-aa8c-aae2171b2967\", \"29afd059-dd57-43b6-8942-76c074b06e46\", \"8f6072b7-0ec5-4379-ad73-32ac621f3355\", \"6bbf1370-2cb4-4f6d-94b1-acd5d9aa8594\", \"85aaac5b-84e2-4b4f-b0f8-fec7b7868178\", \"80c5845d-c81a-41e6-9e31-9f6216799243\", \"a890bb9e-e28c-4747-b7ac-6f68e896f95b\", \"2740a822-7945-4215-b841-edff2a3ab511\", \"173f8fd1-5006-4b22-9008-725a1163da66\", \"c8e136bf-f1b6-42b0-8e86-7c20eb9ae05b\"], \"total_duration\": 6421.0, \"total_sessions\": 10, \"mean_week_duration\": 40.131}}, {\"72366\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-11-20 05:33:37.000000+00:00\", \"2021-02-09 12:41:13.000000+00:00\", \"2020-06-30 17:26:05.000000+00:00\", \"2021-11-30 21:56:09.000000+00:00\", \"2022-03-18 18:24:23.000000+00:00\", \"2022-10-26 20:24:38.000000+00:00\", \"2022-03-10 22:48:52.000000+00:00\"], \"session_ids\": [\"9f3e683d-7cfc-47ca-973f-075d28c8d264\", \"4322fe2c-26d1-415a-9e7d-a0f2608b9989\", \"64737e7a-133e-4e67-a563-44aa12d15e31\", \"5977858f-ce57-424a-b5b2-38545ef88aba\", \"ed335b63-3e51-47b3-9eba-27f2ce91730d\", \"ef28b5fe-f4f1-46e6-acea-80a42403231b\", \"6ee59f95-a6bb-41da-bfe8-31e0b609401f\"], \"total_duration\": 2658.0, \"total_sessions\": 7, \"mean_week_duration\": 21.787}}, {\"24980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-02-27 19:33:58.000000+00:00\", \"2021-05-27 03:06:19.000000+00:00\"], \"session_ids\": [\"c1eef065-cc9d-4b8b-94af-0648c30a29e1\", \"38df7b01-429b-43f9-beeb-543f7bcba45e\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 2.59}}, {\"52497\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-17 21:32:29.000000+00:00\", \"2023-06-13 11:33:46.000000+00:00\", \"2021-09-27 14:51:13.000000+00:00\"], \"session_ids\": [\"9d0c83d6-ca53-4920-b645-923406da90fa\", \"97cef66b-049b-4ccd-ac2e-dac2275205a8\", \"75c78490-c35c-46a9-8beb-fb124df8d2a3\"], \"total_duration\": 557.0, \"total_sessions\": 3, \"mean_week_duration\": 6.258}}, {\"6683\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-10 22:27:24.000000+00:00\", \"2022-06-26 11:44:38.000000+00:00\", \"2019-12-19 22:41:40.000000+00:00\", \"2021-09-25 18:21:11.000000+00:00\", \"2021-04-01 19:00:06.000000+00:00\", \"2022-10-29 07:30:43.000000+00:00\", \"2020-04-12 16:47:38.000000+00:00\", \"2019-02-26 03:26:35.000000+00:00\", \"2020-07-05 19:26:51.000000+00:00\", \"2020-06-29 04:21:08.000000+00:00\", \"2022-08-19 11:05:44.000000+00:00\"], \"session_ids\": [\"8a9f428b-02c7-45db-8601-f224348d1b38\", \"c7ede4c9-a0e1-4051-bb31-801cc1b1db3e\", \"63188c6c-2448-407c-93d2-b37964e21eae\", \"f7ec5cf5-021d-4f9f-aeff-99597d79e9d8\", \"beee74eb-976a-4820-a684-f94c70644e5d\", \"f962f9e9-1626-47bf-8c12-45fa97f7941f\", \"b9bf5fc5-55a0-425d-af1d-eb9967ca1957\", \"c84d34cd-9afd-4050-a195-7a8b9909b058\", \"b16c4c52-87f2-4f2f-a9a1-f01864b52c81\", \"1bddc5aa-3217-4436-8593-d635bed11ce0\", \"521a397b-dbe3-47ba-909c-86edff74d24d\"], \"total_duration\": 434.0, \"total_sessions\": 11, \"mean_week_duration\": 2.26}}, {\"27538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-03 21:52:58.000000+00:00\", \"2019-02-01 06:46:07.000000+00:00\", \"2020-02-28 20:57:25.000000+00:00\", \"2020-07-11 05:41:11.000000+00:00\", \"2019-02-23 18:44:48.000000+00:00\", \"2019-05-04 16:04:49.000000+00:00\", \"2020-07-03 04:33:00.000000+00:00\"], \"session_ids\": [\"d7df3855-921a-4bd2-b7c7-a58a9a457a5b\", \"07262b99-1347-4afc-8a2f-ca8c8e3f5b4a\", \"8613869a-d1e2-49c8-9d49-46e9d3f1f78c\", \"153e283e-7c77-4d32-8d3a-2e3bc28c192c\", \"edef047b-71e3-4438-bdf5-e85bcc258547\", \"6378a9ce-7abd-41a1-9311-4c377b559756\", \"883da83b-a9ee-4392-8442-bc7eb58228be\"], \"total_duration\": 433.0, \"total_sessions\": 7, \"mean_week_duration\": 5.773}}]\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[{\"13981\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-11-10 17:33:38.000000+00:00\", \"2020-10-25 03:21:30.000000+00:00\"], \"session_ids\": [\"fe3f66bc-2072-4b5e-a7ea-8d76eadb5835\", \"a4478ffa-f8b7-4055-9eec-94bd0cc60fc3\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 14.667}}, {\"49972\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-08 07:03:01.000000+00:00\", \"2019-11-20 18:56:46.000000+00:00\", \"2019-04-29 11:51:52.000000+00:00\"], \"session_ids\": [\"150d21de-0490-404e-8d94-fec7c724ad5b\", \"1c227d53-82ff-410b-b913-7083b3c53f93\", \"78ed5070-bf2d-480c-b50f-2692e00cd647\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 0.778}}, {\"83854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-10-09 02:30:45.000000+00:00\", \"2021-07-25 21:56:38.000000+00:00\", \"2022-08-03 01:07:12.000000+00:00\", \"2020-08-26 11:48:26.000000+00:00\", \"2020-02-05 09:26:00.000000+00:00\", \"2022-08-24 11:49:42.000000+00:00\", \"2021-12-10 01:12:50.000000+00:00\", \"2021-08-03 18:26:04.000000+00:00\", \"2019-08-01 06:53:42.000000+00:00\", \"2021-02-10 13:27:13.000000+00:00\"], \"session_ids\": [\"428b2343-7ef2-4b49-aa8c-aae2171b2967\", \"29afd059-dd57-43b6-8942-76c074b06e46\", \"8f6072b7-0ec5-4379-ad73-32ac621f3355\", \"6bbf1370-2cb4-4f6d-94b1-acd5d9aa8594\", \"85aaac5b-84e2-4b4f-b0f8-fec7b7868178\", \"80c5845d-c81a-41e6-9e31-9f6216799243\", \"a890bb9e-e28c-4747-b7ac-6f68e896f95b\", \"2740a822-7945-4215-b841-edff2a3ab511\", \"173f8fd1-5006-4b22-9008-725a1163da66\", \"c8e136bf-f1b6-42b0-8e86-7c20eb9ae05b\"], \"total_duration\": 6421.0, \"total_sessions\": 10, \"mean_week_duration\": 40.131}}, {\"72366\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-11-20 05:33:37.000000+00:00\", \"2021-02-09 12:41:13.000000+00:00\", \"2020-06-30 17:26:05.000000+00:00\", \"2021-11-30 21:56:09.000000+00:00\", \"2022-03-18 18:24:23.000000+00:00\", \"2022-10-26 20:24:38.000000+00:00\", \"2022-03-10 22:48:52.000000+00:00\"], \"session_ids\": [\"9f3e683d-7cfc-47ca-973f-075d28c8d264\", \"4322fe2c-26d1-415a-9e7d-a0f2608b9989\", \"64737e7a-133e-4e67-a563-44aa12d15e31\", \"5977858f-ce57-424a-b5b2-38545ef88aba\", \"ed335b63-3e51-47b3-9eba-27f2ce91730d\", \"ef28b5fe-f4f1-46e6-acea-80a42403231b\", \"6ee59f95-a6bb-41da-bfe8-31e0b609401f\"], \"total_duration\": 2658.0, \"total_sessions\": 7, \"mean_week_duration\": 21.787}}, {\"24980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-02-27 19:33:58.000000+00:00\", \"2021-05-27 03:06:19.000000+00:00\"], \"session_ids\": [\"c1eef065-cc9d-4b8b-94af-0648c30a29e1\", \"38df7b01-429b-43f9-beeb-543f7bcba45e\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 2.59}}, {\"52497\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-17 21:32:29.000000+00:00\", \"2023-06-13 11:33:46.000000+00:00\", \"2021-09-27 14:51:13.000000+00:00\"], \"session_ids\": [\"9d0c83d6-ca53-4920-b645-923406da90fa\", \"97cef66b-049b-4ccd-ac2e-dac2275205a8\", \"75c78490-c35c-46a9-8beb-fb124df8d2a3\"], \"total_duration\": 557.0, \"total_sessions\": 3, \"mean_week_duration\": 6.258}}, {\"6683\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-10 22:27:24.000000+00:00\", \"2022-06-26 11:44:38.000000+00:00\", \"2019-12-19 22:41:40.000000+00:00\", \"2021-09-25 18:21:11.000000+00:00\", \"2021-04-01 19:00:06.000000+00:00\", \"2022-10-29 07:30:43.000000+00:00\", \"2020-04-12 16:47:38.000000+00:00\", \"2019-02-26 03:26:35.000000+00:00\", \"2020-07-05 19:26:51.000000+00:00\", \"2020-06-29 04:21:08.000000+00:00\", \"2022-08-19 11:05:44.000000+00:00\"], \"session_ids\": [\"8a9f428b-02c7-45db-8601-f224348d1b38\", \"c7ede4c9-a0e1-4051-bb31-801cc1b1db3e\", \"63188c6c-2448-407c-93d2-b37964e21eae\", \"f7ec5cf5-021d-4f9f-aeff-99597d79e9d8\", \"beee74eb-976a-4820-a684-f94c70644e5d\", \"f962f9e9-1626-47bf-8c12-45fa97f7941f\", \"b9bf5fc5-55a0-425d-af1d-eb9967ca1957\", \"c84d34cd-9afd-4050-a195-7a8b9909b058\", \"b16c4c52-87f2-4f2f-a9a1-f01864b52c81\", \"1bddc5aa-3217-4436-8593-d635bed11ce0\", \"521a397b-dbe3-47ba-909c-86edff74d24d\"], \"total_duration\": 434.0, \"total_sessions\": 11, \"mean_week_duration\": 2.26}}, {\"27538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-03 21:52:58.000000+00:00\", \"2019-02-01 06:46:07.000000+00:00\", \"2020-02-28 20:57:25.000000+00:00\", \"2020-07-11 05:41:11.000000+00:00\", \"2019-02-23 18:44:48.000000+00:00\", \"2019-05-04 16:04:49.000000+00:00\", \"2020-07-03 04:33:00.000000+00:00\"], \"session_ids\": [\"d7df3855-921a-4bd2-b7c7-a58a9a457a5b\", \"07262b99-1347-4afc-8a2f-ca8c8e3f5b4a\", \"8613869a-d1e2-49c8-9d49-46e9d3f1f78c\", \"153e283e-7c77-4d32-8d3a-2e3bc28c192c\", \"edef047b-71e3-4438-bdf5-e85bcc258547\", \"6378a9ce-7abd-41a1-9311-4c377b559756\", \"883da83b-a9ee-4392-8442-bc7eb58228be\"], \"total_duration\": 433.0, \"total_sessions\": 7, \"mean_week_duration\": 5.773}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about user whose site usage time is less than 4417 and strictly greater than 1276 , and carry out sorting by duration of sessions per week in asc in addition display me only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38112\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-03 23:08:00.000000+00:00\", \"2021-04-30 17:29:02.000000+00:00\"], \"session_ids\": [\"44ba3f02-16bc-428b-8b41-c5a1296e4de8\", \"220826e0-a825-495d-b088-856df32d4692\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.385}, \"96022\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-02-18 05:00:53.000000+00:00\", \"2023-02-08 12:55:05.000000+00:00\"], \"session_ids\": [\"744e9dc6-a5a6-4f1c-83f6-6bc4058ce0d0\", \"62e92832-d883-4d7e-a24d-a7ce3d9704fd\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}, \"54456\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-11-20 23:58:31.000000+00:00\", \"2021-01-13 12:08:02.000000+00:00\", \"2020-11-12 17:59:04.000000+00:00\", \"2022-07-22 11:23:54.000000+00:00\"], \"session_ids\": [\"26c0be5b-448c-4945-9f0b-9fb256c90532\", \"cfd32024-0d8e-4f9b-95b1-47cde8f857da\", \"822f9460-123d-4f17-ae23-287f994027d8\", \"d74d9321-4e13-4c5e-9c1c-f8868fdd9d27\"], \"total_duration\": 1046.0, \"total_sessions\": 4, \"mean_week_duration\": 11.886}, \"15729\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-09-04 20:32:18.000000+00:00\", \"2022-11-18 03:34:37.000000+00:00\", \"2019-02-26 18:49:36.000000+00:00\", \"2023-05-28 17:43:15.000000+00:00\"], \"session_ids\": [\"8da16e00-cc34-4656-9c67-bf28365cb8a6\", \"8ee8f8a6-aefa-4131-bd7a-e95e2c45b9ff\", \"a2db0523-cc63-4bf4-826b-bd1b07a21945\", \"292a7961-0518-4c16-b7db-8479419ad586\"], \"total_duration\": 97.0, \"total_sessions\": 4, \"mean_week_duration\": 0.437}, \"75848\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-09 06:25:55.000000+00:00\", \"2022-12-02 04:14:25.000000+00:00\", \"2023-04-29 11:35:48.000000+00:00\", \"2022-04-03 07:41:38.000000+00:00\", \"2020-12-22 01:02:02.000000+00:00\"], \"session_ids\": [\"d1eb2211-c5e5-4c9e-af05-4e32287531b0\", \"9dc85985-76cc-4726-a846-2184b02f3111\", \"5273bf0f-bb02-47c7-8b6e-dd24dea047a7\", \"bb23e37c-c3b7-4678-a8ae-317538e624cc\", \"cde4e1a7-f860-4c2c-96be-a68434b14a99\"], \"total_duration\": 68.0, \"total_sessions\": 5, \"mean_week_duration\": 0.544}, \"87708\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-05 03:54:40.000000+00:00\", \"2020-09-20 19:53:44.000000+00:00\"], \"session_ids\": [\"3267c28b-c902-4f9b-b146-594096d5d61a\", \"2a0b35c3-e59c-4d2e-b989-d5fa05d086e8\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 1.583}, \"65094\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-06-21 19:00:48.000000+00:00\", \"2020-11-23 13:44:14.000000+00:00\", \"2021-12-12 07:29:50.000000+00:00\"], \"session_ids\": [\"fe6912dc-3713-4633-a8b8-b376defc6e9c\", \"425d5f1e-e030-44dc-9f19-feb89e8d7087\", \"f440fba2-0412-42db-977f-be945db825b5\"], \"total_duration\": 183.0, \"total_sessions\": 3, \"mean_week_duration\": 3.327}, \"13502\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-13 18:57:15.000000+00:00\", \"2021-05-04 15:08:03.000000+00:00\"], \"session_ids\": [\"3111e39d-73e1-484e-aafc-a4a1926521c7\", \"81a5efdf-1a71-4275-a92c-a8a7c4b555ec\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.737}, \"6697\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-08 01:23:01.000000+00:00\", \"2020-06-17 09:02:01.000000+00:00\"], \"session_ids\": [\"9df86b3e-d9c4-47eb-96dd-a8a60db27482\", \"c8177a7e-d2c1-4afe-810a-27c85f7e8ee0\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 2.853}, \"16901\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-09-21 14:24:33.000000+00:00\", \"2021-03-10 04:09:32.000000+00:00\"], \"session_ids\": [\"cd1f50d0-b1f0-461a-ab61-1f5aa238cf84\", \"f97e37ce-a383-4add-91a6-c61300325380\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 2.364}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 1276 and are equal or less than 4417"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[1276, 4417]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the user whose total sessoins count is smaller than 6 and bigger than 5 (not including) also implement sorting by site usage time per week 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{\"43922\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-03-03 22:02:15.000000+00:00\", \"2019-04-16 12:26:55.000000+00:00\"], \"session_ids\": [\"f2ffeac3-d730-40ad-acaf-039eb290c1c1\", \"2d2d21e9-4ccf-4213-a977-fbfed56c73b1\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.348}, \"91255\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-05-29 03:47:47.000000+00:00\", \"2021-11-06 16:31:33.000000+00:00\", \"2020-02-25 09:09:59.000000+00:00\", \"2023-02-07 14:46:07.000000+00:00\", \"2020-04-15 04:04:59.000000+00:00\"], \"session_ids\": [\"5abae856-70fb-4fc6-8133-11dafd823295\", \"ccf7bc7d-c8fd-4bed-baf0-713380957c7c\", \"17e29ca5-10a3-4197-a044-e54f056671e7\", \"7895306a-2ccc-4ce2-86f9-d349b095bdbd\", \"0bd40178-8818-472c-aeee-35ad6ddd9bf4\"], \"total_duration\": 846.0, \"total_sessions\": 5, \"mean_week_duration\": 4.383}, \"47815\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-27 11:49:52.000000+00:00\", \"2019-12-16 20:16:51.000000+00:00\"], \"session_ids\": [\"51b5f052-967b-42d6-b45b-e8a2c83d0130\", \"56d3fdff-4a4b-4452-ba30-c9c8503d2a9c\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 5.197}, \"55878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-12-24 00:48:34.000000+00:00\", \"2022-06-02 17:30:18.000000+00:00\", \"2019-09-19 14:09:49.000000+00:00\", \"2022-09-10 03:04:48.000000+00:00\", \"2022-09-18 03:20:42.000000+00:00\"], \"session_ids\": [\"6175d332-6318-4988-b8f1-8e9fbd052899\", \"f7963b97-1a99-4934-b500-a0f27e348e7f\", \"6ec53ac9-3712-4b81-aa57-1187a4176baf\", \"f6b7040d-fee9-47a6-b391-891816b37d52\", \"d0cad796-8b1c-49a5-ae62-ba420be9ac16\"], \"total_duration\": 2250.0, \"total_sessions\": 5, \"mean_week_duration\": 14.331}, \"11255\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-03-22 04:01:12.000000+00:00\", \"2019-12-06 03:31:34.000000+00:00\", \"2020-06-04 12:43:01.000000+00:00\", \"2020-06-16 18:55:33.000000+00:00\", \"2022-06-29 07:09:36.000000+00:00\", \"2020-02-21 18:54:18.000000+00:00\", \"2022-12-17 21:30:15.000000+00:00\", \"2022-06-27 20:14:06.000000+00:00\", \"2023-04-16 18:35:19.000000+00:00\"], \"session_ids\": [\"500c133d-8520-4554-8dd2-f5a812a189c9\", \"bd1cd096-c005-4998-af5d-e2f8ef2c2e74\", \"95047a3b-3965-4dbf-97cb-3d4a38b26488\", \"3c68084c-795c-426f-ab59-904a0fe57f73\", \"36d90003-6266-415e-866d-7e635d4af5fb\", \"e1a75b96-febd-4f9a-a6e5-0e79922a8d5a\", \"67fde7f2-53bd-48f3-85fb-af4b56ae1dd6\", \"81b936e1-6b9d-403c-99db-8d145c223f6a\", \"9c2a734c-0334-4ddc-83ad-1372669e7d10\"], \"total_duration\": 7146.0, \"total_sessions\": 9, \"mean_week_duration\": 33.549}, \"45237\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-06-28 13:26:46.000000+00:00\", \"2020-03-27 14:46:02.000000+00:00\"], \"session_ids\": [\"39edc09b-f484-4d0c-8287-69e822b2b4d9\", \"6a23f45a-1b65-42e2-a2bc-f3e5f97849b2\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 3.297}, \"71924\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-10-14 23:26:13.000000+00:00\", \"2019-01-25 01:47:02.000000+00:00\"], \"session_ids\": [\"2752828b-ea94-4e27-959e-8d8379c1dc6d\", \"16d14ed6-68ba-4e13-8b9b-ece45d38ed68\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.744}, \"19553\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"New York City\", \"datetimes\": [\"2022-06-01 10:02:28.000000+00:00\", \"2022-12-15 06:44:17.000000+00:00\"], \"session_ids\": [\"559a74a0-b3fd-4956-8591-4c405c5af6f8\", \"029eaccb-2b3e-460d-b215-4bf96d2d29e1\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 2.286}, \"34354\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-03-19 15:03:26.000000+00:00\", \"2021-03-09 13:30:27.000000+00:00\", \"2019-05-16 23:30:01.000000+00:00\", \"2019-11-16 04:16:45.000000+00:00\", \"2021-08-16 07:48:20.000000+00:00\"], \"session_ids\": [\"2458087c-18ad-4fdd-9750-7de42bf57cd8\", \"b10a78be-cbc0-4ea5-a425-dcbe01351b67\", \"d4930158-cbc3-4a9b-8ce8-fc7a8154a20c\", \"ec8342da-8b25-4d92-8dea-ae689c2a186f\", \"eeb63d10-80dd-4f01-ab05-2f6f2019eb53\"], \"total_duration\": 2712.0, \"total_sessions\": 5, \"mean_week_duration\": 18.201}, \"73000\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-08-14 11:37:52.000000+00:00\", \"2019-11-28 11:27:04.000000+00:00\", \"2020-04-15 20:34:26.000000+00:00\", \"2020-02-11 12:10:54.000000+00:00\", \"2020-06-10 11:42:29.000000+00:00\", \"2021-07-31 07:23:23.000000+00:00\", \"2019-01-31 08:11:56.000000+00:00\", \"2022-06-17 04:32:50.000000+00:00\", \"2019-07-07 20:43:10.000000+00:00\", \"2019-12-05 19:08:26.000000+00:00\"], \"session_ids\": [\"12b729fd-99c9-4267-ba67-a2cc410b4f69\", \"80fe41ff-0820-4b8f-9d82-831ac0ee4187\", \"3ee90cd7-ade0-4760-8818-cbb6397c09cc\", \"0d59e150-e2ec-49c1-af92-cc32b027b494\", \"b31074b4-c2fc-4614-9547-df3afc173d2f\", \"2776e8ae-1419-465a-b58a-3bf918d24ae5\", \"dc452d3e-8b2a-47e3-b942-fd8cefec842e\", \"c4227b79-ab06-4e1f-9c1d-17caca87a047\", \"436a58a2-2cf9-407b-8f8b-c2acd860059c\", \"95650bfe-b630-490e-a3e9-559b4a0f3f95\"], \"total_duration\": 2200.0, \"total_sessions\": 10, \"mean_week_duration\": 12.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 5 and are equal or less than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 6]]}}}\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": "Could you tell me about user with a duration of sessions per week that is above 5, exclusively in addition do sorting by time spent on the site per week 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{\"46375\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-08-21 17:15:48.000000+00:00\", \"2020-08-16 11:56:57.000000+00:00\", \"2022-04-25 18:11:08.000000+00:00\"], \"session_ids\": [\"0abe3660-0fe3-457b-b679-208a2f812d4b\", \"4aa7ad42-c505-4dee-b713-a052c54fb544\", \"f9173e9b-68ee-4fcc-99cc-786ab6b43dd7\"], \"total_duration\": 28.0, \"total_sessions\": 3, \"mean_week_duration\": 0.2}, \"87081\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-04-27 06:25:09.000000+00:00\", \"2021-05-02 19:42:36.000000+00:00\", \"2022-12-03 21:02:30.000000+00:00\"], \"session_ids\": [\"dd46b157-8550-4fdc-bd39-1ae12b2bcd7b\", \"823d458a-e40d-4257-9d0f-8d861b0460a7\", \"15d1ea2e-e160-4424-bf6f-01a5a2bf653b\"], \"total_duration\": 51.0, \"total_sessions\": 3, \"mean_week_duration\": 0.375}, \"80840\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-07-03 05:09:44.000000+00:00\", \"2022-04-20 05:01:17.000000+00:00\"], \"session_ids\": [\"cf878cb2-23f2-40d8-8985-456095fda768\", \"bd5d3240-5634-47c1-a93e-002d27cdc5f8\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 10.833}, \"44352\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-24 00:16:27.000000+00:00\", \"2020-06-12 01:19:32.000000+00:00\"], \"session_ids\": [\"852cbd0c-42cf-4814-8f34-9c1c539b3686\", \"a5f423ae-d549-4170-9b31-d3161b479b21\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 9.356}, \"78529\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-26 21:00:53.000000+00:00\", \"2021-08-09 18:55:57.000000+00:00\"], \"session_ids\": [\"3040808f-41be-403e-ac02-8c221182492f\", \"934cb3ef-28cf-4d9e-bf3e-97443c39ab2f\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 42.571}, \"72951\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-15 20:01:24.000000+00:00\", \"2019-08-02 21:29:32.000000+00:00\"], \"session_ids\": [\"6b3a77e4-753d-4988-a6d4-9c1847a4dd0e\", \"4e9779b4-6d79-46e6-99a3-3e24e4f37b40\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 39.0}, \"18176\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-25 13:06:16.000000+00:00\", \"2022-10-16 06:12:08.000000+00:00\"], \"session_ids\": [\"b45e78a5-ea52-4a3b-8d58-901bcbb18698\", \"9955e65b-7f48-4f26-ad86-f2b68ad8baeb\"], \"total_duration\": 381.0, \"total_sessions\": 2, \"mean_week_duration\": 13.607}, \"74356\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-09 13:00:23.000000+00:00\", \"2019-08-02 10:05:45.000000+00:00\"], \"session_ids\": [\"f48b3f5c-1b13-417f-800b-56f8fdf23bb3\", \"a1cccff0-81ef-4645-86d8-db61b0566e50\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 1.092}, \"51115\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2022-05-18 03:18:09.000000+00:00\", \"2019-01-19 04:37:12.000000+00:00\", \"2021-09-06 13:53:19.000000+00:00\"], \"session_ids\": [\"92b3b132-b48e-4d40-9d12-330f63de1e66\", \"50b894a0-c6cf-4637-8867-fe1ca423a667\", \"993824b4-9b20-4638-ac4e-41774a423e9c\"], \"total_duration\": 116.0, \"total_sessions\": 3, \"mean_week_duration\": 0.667}, \"84181\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-16 11:42:08.000000+00:00\", \"2020-02-14 10:18:55.000000+00:00\"], \"session_ids\": [\"944aaf5d-052e-4aab-a253-1f06d6de0fb6\", \"279078cc-c7be-43c1-8a8c-023ec8109124\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 4.286}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[5, 32]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80840\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-07-03 05:09:44.000000+00:00\", \"2022-04-20 05:01:17.000000+00:00\"], \"session_ids\": [\"cf878cb2-23f2-40d8-8985-456095fda768\", \"bd5d3240-5634-47c1-a93e-002d27cdc5f8\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 10.833}, \"44352\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-24 00:16:27.000000+00:00\", \"2020-06-12 01:19:32.000000+00:00\"], \"session_ids\": [\"852cbd0c-42cf-4814-8f34-9c1c539b3686\", \"a5f423ae-d549-4170-9b31-d3161b479b21\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 9.356}, \"78529\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-26 21:00:53.000000+00:00\", \"2021-08-09 18:55:57.000000+00:00\"], \"session_ids\": [\"3040808f-41be-403e-ac02-8c221182492f\", \"934cb3ef-28cf-4d9e-bf3e-97443c39ab2f\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 42.571}, \"72951\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-15 20:01:24.000000+00:00\", \"2019-08-02 21:29:32.000000+00:00\"], \"session_ids\": [\"6b3a77e4-753d-4988-a6d4-9c1847a4dd0e\", \"4e9779b4-6d79-46e6-99a3-3e24e4f37b40\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 39.0}, \"18176\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-25 13:06:16.000000+00:00\", \"2022-10-16 06:12:08.000000+00:00\"], \"session_ids\": [\"b45e78a5-ea52-4a3b-8d58-901bcbb18698\", \"9955e65b-7f48-4f26-ad86-f2b68ad8baeb\"], \"total_duration\": 381.0, \"total_sessions\": 2, \"mean_week_duration\": 13.607}}\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[{\"78529\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-26 21:00:53.000000+00:00\", \"2021-08-09 18:55:57.000000+00:00\"], \"session_ids\": [\"3040808f-41be-403e-ac02-8c221182492f\", \"934cb3ef-28cf-4d9e-bf3e-97443c39ab2f\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 42.571}}, {\"72951\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-15 20:01:24.000000+00:00\", \"2019-08-02 21:29:32.000000+00:00\"], \"session_ids\": [\"6b3a77e4-753d-4988-a6d4-9c1847a4dd0e\", \"4e9779b4-6d79-46e6-99a3-3e24e4f37b40\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 39.0}}, {\"18176\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-25 13:06:16.000000+00:00\", \"2022-10-16 06:12:08.000000+00:00\"], \"session_ids\": [\"b45e78a5-ea52-4a3b-8d58-901bcbb18698\", \"9955e65b-7f48-4f26-ad86-f2b68ad8baeb\"], \"total_duration\": 381.0, \"total_sessions\": 2, \"mean_week_duration\": 13.607}}, {\"80840\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-07-03 05:09:44.000000+00:00\", \"2022-04-20 05:01:17.000000+00:00\"], \"session_ids\": [\"cf878cb2-23f2-40d8-8985-456095fda768\", \"bd5d3240-5634-47c1-a93e-002d27cdc5f8\"], \"total_duration\": 455.0, \"total_sessions\": 2, \"mean_week_duration\": 10.833}}, {\"44352\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-04-24 00:16:27.000000+00:00\", \"2020-06-12 01:19:32.000000+00:00\"], \"session_ids\": [\"852cbd0c-42cf-4814-8f34-9c1c539b3686\", \"a5f423ae-d549-4170-9b31-d3161b479b21\"], \"total_duration\": 421.0, \"total_sessions\": 2, \"mean_week_duration\": 9.356}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"78529\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-26 21:00:53.000000+00:00\", \"2021-08-09 18:55:57.000000+00:00\"], \"session_ids\": [\"3040808f-41be-403e-ac02-8c221182492f\", \"934cb3ef-28cf-4d9e-bf3e-97443c39ab2f\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 42.571}}]\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[{\"78529\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-26 21:00:53.000000+00:00\", \"2021-08-09 18:55:57.000000+00:00\"], \"session_ids\": [\"3040808f-41be-403e-ac02-8c221182492f\", \"934cb3ef-28cf-4d9e-bf3e-97443c39ab2f\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 42.571}}]\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 5 users who have overall total duration strictly bigger than 2914 and smaller than 181 plus apply sorting by total_sessions in descending 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{\"90816\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-26 08:46:22.000000+00:00\", \"2019-03-07 03:54:46.000000+00:00\", \"2023-01-14 05:45:45.000000+00:00\", \"2019-04-17 10:59:14.000000+00:00\", \"2019-01-09 17:12:01.000000+00:00\", \"2022-05-26 05:18:03.000000+00:00\"], \"session_ids\": [\"267033c2-0b6e-41c1-86ce-ad994892afac\", \"bcb7f0e1-3101-404c-9ff4-64894413570d\", \"7d918680-693c-414e-b20f-065589f7d988\", \"b29a7acc-49e8-484a-8c7c-441b415fa34c\", \"36f60c96-6299-47bd-b030-a81188a030a1\", \"6e4e9ef1-a44f-4d5c-a6c5-de836bb17cf6\"], \"total_duration\": 791.0, \"total_sessions\": 6, \"mean_week_duration\": 3.767}, \"15598\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-19 07:48:19.000000+00:00\", \"2020-04-29 08:19:16.000000+00:00\"], \"session_ids\": [\"7b9e201b-b7e3-4275-b40f-93dd1de2b36f\", \"5468d2d9-3f5b-4084-b225-039690fdd446\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 0.96}, \"92179\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-06-09 13:23:39.000000+00:00\", \"2020-02-04 19:21:04.000000+00:00\"], \"session_ids\": [\"9d07c418-6c3a-4e97-8b14-78d771881eda\", \"066def9e-29f0-4599-939e-b42487adb8cb\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 5.971}, \"5148\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-02 15:33:58.000000+00:00\", \"2022-09-30 00:02:41.000000+00:00\"], \"session_ids\": [\"648ccce8-637c-4055-bab3-38b00a056686\", \"9c7cf568-46a2-4109-aef6-8dbeb8c650bc\"], \"total_duration\": 314.0, \"total_sessions\": 2, \"mean_week_duration\": 5.607}, \"19481\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-13 01:33:43.000000+00:00\", \"2022-11-15 14:23:18.000000+00:00\"], \"session_ids\": [\"07d6368d-2410-47a5-b774-ee4ba3a44473\", \"91487414-5aa1-46ae-bf8a-a8b47e4a9c9e\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.254}, \"54345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-07-19 06:48:22.000000+00:00\", \"2022-11-13 10:46:55.000000+00:00\", \"2021-08-27 21:23:50.000000+00:00\"], \"session_ids\": [\"6edfc67a-3299-4b5f-ab71-654f893d8263\", \"cc7d823b-0a11-4a15-b608-7b509ea15f33\", \"41bf71cb-5b05-4e30-b160-5ffc0ac59d17\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.87}, \"7403\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 9, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-05 09:26:57.000000+00:00\", \"2020-07-18 09:17:06.000000+00:00\"], \"session_ids\": [\"455b59dd-31e7-48b8-b054-1ff3340ed9ed\", \"518ccbdf-51f6-400b-9678-3d455cdb339e\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.812}, \"7162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-05-29 20:59:03.000000+00:00\", \"2019-06-28 19:50:00.000000+00:00\"], \"session_ids\": [\"2eeebc38-5453-4e09-ae8c-5e484d560d31\", \"aa37ff40-092d-4886-9ba4-9dd9de08934d\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 0.948}, \"78071\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-10-10 15:45:59.000000+00:00\", \"2020-01-26 09:51:37.000000+00:00\"], \"session_ids\": [\"dc8a155f-cb0d-4f5b-9d66-89fc4bbb3414\", \"e55c93ea-2ee0-4eee-9daa-fa20be5e7e75\"], \"total_duration\": 243.0, \"total_sessions\": 2, \"mean_week_duration\": 2.73}, \"80721\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-12-25 16:10:35.000000+00:00\", \"2020-12-05 12:21:05.000000+00:00\", \"2021-08-27 08:26:18.000000+00:00\"], \"session_ids\": [\"90eefa84-9723-47aa-8e8a-efa2fa13d34b\", \"bbc4a588-8acd-4a1d-83d8-b51e2083ffd7\", \"6ea44bfb-932d-44a9-a0ae-8fe57ff5c656\"], \"total_duration\": 542.0, \"total_sessions\": 3, \"mean_week_duration\": 14.263}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 181 and are greater than 2914"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[181, 2914]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15598\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-19 07:48:19.000000+00:00\", \"2020-04-29 08:19:16.000000+00:00\"], \"session_ids\": [\"7b9e201b-b7e3-4275-b40f-93dd1de2b36f\", \"5468d2d9-3f5b-4084-b225-039690fdd446\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 0.96}, \"19481\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-13 01:33:43.000000+00:00\", \"2022-11-15 14:23:18.000000+00:00\"], \"session_ids\": [\"07d6368d-2410-47a5-b774-ee4ba3a44473\", \"91487414-5aa1-46ae-bf8a-a8b47e4a9c9e\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.254}, \"54345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-07-19 06:48:22.000000+00:00\", \"2022-11-13 10:46:55.000000+00:00\", \"2021-08-27 21:23:50.000000+00:00\"], \"session_ids\": [\"6edfc67a-3299-4b5f-ab71-654f893d8263\", \"cc7d823b-0a11-4a15-b608-7b509ea15f33\", \"41bf71cb-5b05-4e30-b160-5ffc0ac59d17\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.87}, \"7403\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 9, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-05 09:26:57.000000+00:00\", \"2020-07-18 09:17:06.000000+00:00\"], \"session_ids\": [\"455b59dd-31e7-48b8-b054-1ff3340ed9ed\", \"518ccbdf-51f6-400b-9678-3d455cdb339e\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.812}, \"7162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-05-29 20:59:03.000000+00:00\", \"2019-06-28 19:50:00.000000+00:00\"], \"session_ids\": [\"2eeebc38-5453-4e09-ae8c-5e484d560d31\", \"aa37ff40-092d-4886-9ba4-9dd9de08934d\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 0.948}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"54345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-07-19 06:48:22.000000+00:00\", \"2022-11-13 10:46:55.000000+00:00\", \"2021-08-27 21:23:50.000000+00:00\"], \"session_ids\": [\"6edfc67a-3299-4b5f-ab71-654f893d8263\", \"cc7d823b-0a11-4a15-b608-7b509ea15f33\", \"41bf71cb-5b05-4e30-b160-5ffc0ac59d17\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.87}}, {\"15598\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-19 07:48:19.000000+00:00\", \"2020-04-29 08:19:16.000000+00:00\"], \"session_ids\": [\"7b9e201b-b7e3-4275-b40f-93dd1de2b36f\", \"5468d2d9-3f5b-4084-b225-039690fdd446\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 0.96}}, {\"19481\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-13 01:33:43.000000+00:00\", \"2022-11-15 14:23:18.000000+00:00\"], \"session_ids\": [\"07d6368d-2410-47a5-b774-ee4ba3a44473\", \"91487414-5aa1-46ae-bf8a-a8b47e4a9c9e\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.254}}, {\"7403\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 9, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-05 09:26:57.000000+00:00\", \"2020-07-18 09:17:06.000000+00:00\"], \"session_ids\": [\"455b59dd-31e7-48b8-b054-1ff3340ed9ed\", \"518ccbdf-51f6-400b-9678-3d455cdb339e\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.812}}, {\"7162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-05-29 20:59:03.000000+00:00\", \"2019-06-28 19:50:00.000000+00:00\"], \"session_ids\": [\"2eeebc38-5453-4e09-ae8c-5e484d560d31\", \"aa37ff40-092d-4886-9ba4-9dd9de08934d\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 0.948}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"54345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-07-19 06:48:22.000000+00:00\", \"2022-11-13 10:46:55.000000+00:00\", \"2021-08-27 21:23:50.000000+00:00\"], \"session_ids\": [\"6edfc67a-3299-4b5f-ab71-654f893d8263\", \"cc7d823b-0a11-4a15-b608-7b509ea15f33\", \"41bf71cb-5b05-4e30-b160-5ffc0ac59d17\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.87}}, {\"15598\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-19 07:48:19.000000+00:00\", \"2020-04-29 08:19:16.000000+00:00\"], \"session_ids\": [\"7b9e201b-b7e3-4275-b40f-93dd1de2b36f\", \"5468d2d9-3f5b-4084-b225-039690fdd446\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 0.96}}, {\"19481\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-13 01:33:43.000000+00:00\", \"2022-11-15 14:23:18.000000+00:00\"], \"session_ids\": [\"07d6368d-2410-47a5-b774-ee4ba3a44473\", \"91487414-5aa1-46ae-bf8a-a8b47e4a9c9e\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.254}}, {\"7403\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 9, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-05 09:26:57.000000+00:00\", \"2020-07-18 09:17:06.000000+00:00\"], \"session_ids\": [\"455b59dd-31e7-48b8-b054-1ff3340ed9ed\", \"518ccbdf-51f6-400b-9678-3d455cdb339e\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.812}}, {\"7162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-05-29 20:59:03.000000+00:00\", \"2019-06-28 19:50:00.000000+00:00\"], \"session_ids\": [\"2eeebc38-5453-4e09-ae8c-5e484d560d31\", \"aa37ff40-092d-4886-9ba4-9dd9de08934d\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 0.948}}]\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[{\"54345\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-07-19 06:48:22.000000+00:00\", \"2022-11-13 10:46:55.000000+00:00\", \"2021-08-27 21:23:50.000000+00:00\"], \"session_ids\": [\"6edfc67a-3299-4b5f-ab71-654f893d8263\", \"cc7d823b-0a11-4a15-b608-7b509ea15f33\", \"41bf71cb-5b05-4e30-b160-5ffc0ac59d17\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.87}}, {\"15598\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-03-19 07:48:19.000000+00:00\", \"2020-04-29 08:19:16.000000+00:00\"], \"session_ids\": [\"7b9e201b-b7e3-4275-b40f-93dd1de2b36f\", \"5468d2d9-3f5b-4084-b225-039690fdd446\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 0.96}}, {\"19481\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-08-13 01:33:43.000000+00:00\", \"2022-11-15 14:23:18.000000+00:00\"], \"session_ids\": [\"07d6368d-2410-47a5-b774-ee4ba3a44473\", \"91487414-5aa1-46ae-bf8a-a8b47e4a9c9e\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.254}}, {\"7403\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 9, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-05 09:26:57.000000+00:00\", \"2020-07-18 09:17:06.000000+00:00\"], \"session_ids\": [\"455b59dd-31e7-48b8-b054-1ff3340ed9ed\", \"518ccbdf-51f6-400b-9678-3d455cdb339e\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.812}}, {\"7162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-05-29 20:59:03.000000+00:00\", \"2019-06-28 19:50:00.000000+00:00\"], \"session_ids\": [\"2eeebc38-5453-4e09-ae8c-5e484d560d31\", \"aa37ff40-092d-4886-9ba4-9dd9de08934d\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 0.948}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 3 users who have sessions count less than 3 (not including) in addition sort by overall quantity of sessions descending."
}
] |
[
{
"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{\"19664\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-29 05:51:19.000000+00:00\", \"2020-01-31 10:14:43.000000+00:00\"], \"session_ids\": [\"5f2a43c8-b9d5-4537-8b4d-b2e9513ba486\", \"b97aa6cc-f777-4840-bde2-4fae00d196aa\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 1.609}, \"65188\": {\"keyflows\": {\"Sign In Flow\": 1, \"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\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-22 16:22:08.000000+00:00\", \"2021-12-02 20:26:48.000000+00:00\"], \"session_ids\": [\"5bbbe7d6-202e-4e6b-9096-c7e5ba8dce1a\", \"c94048e3-8383-4682-ab8b-5d702a88f47c\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 16.125}, \"78795\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-16 08:46:23.000000+00:00\", \"2019-08-08 13:53:09.000000+00:00\", \"2021-03-06 01:11:12.000000+00:00\", \"2022-04-13 00:18:51.000000+00:00\", \"2020-10-09 01:30:15.000000+00:00\", \"2019-09-18 19:09:50.000000+00:00\", \"2019-02-04 05:22:04.000000+00:00\", \"2023-03-04 04:27:25.000000+00:00\"], \"session_ids\": [\"f63274ab-f595-4bc9-b9ad-a9f6d4574961\", \"eb55e758-3d99-4c8b-b08f-51e878bba48d\", \"bf454a4b-06fc-4275-a461-5c47c09ef28f\", \"b0f796b1-32d0-4e7d-b62c-8fce4f1bacc6\", \"310e4c9a-ce23-42fa-903b-b1c5a440a48d\", \"9eedfb9b-d2d4-4007-943b-b4fbe3e265ad\", \"4c54e9e2-22cc-4e6e-a376-56ee5235682c\", \"c954c40e-4411-4119-a759-30dd93da3436\"], \"total_duration\": 346.0, \"total_sessions\": 8, \"mean_week_duration\": 1.624}, \"14195\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-02 08:38:10.000000+00:00\", \"2019-07-18 03:58:09.000000+00:00\", \"2019-04-24 15:52:07.000000+00:00\"], \"session_ids\": [\"6f0236e5-3c60-4e9a-9d5b-69abaab37d74\", \"5483792a-6015-4d9b-8fe4-36aa10753581\", \"f310a2d2-f4e9-43e5-bf32-4aa312b7dcec\"], \"total_duration\": 180.0, \"total_sessions\": 3, \"mean_week_duration\": 2.535}, \"55072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-13 04:54:58.000000+00:00\", \"2021-12-27 08:20:05.000000+00:00\"], \"session_ids\": [\"3ef2b868-0e43-4e46-ae5b-8a6d88928b97\", \"434cabf9-4020-4026-ae9a-ff9ae23d7699\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 35.364}, \"11283\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-01-09 21:19:39.000000+00:00\", \"2021-07-19 12:24:49.000000+00:00\"], \"session_ids\": [\"a61baecc-fc12-40fd-a9e4-0b61f8654b78\", \"6df68129-196f-4ca6-b991-b4901685fe80\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 4.325}, \"52694\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-10 14:50:14.000000+00:00\", \"2021-03-10 23:54:31.000000+00:00\"], \"session_ids\": [\"918c5175-cdb6-48c6-910d-aca8b91ff49d\", \"fac27132-0176-46d3-bf6c-9be98124c229\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 24.0}, \"8442\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-01-28 23:17:25.000000+00:00\", \"2021-07-16 16:14:59.000000+00:00\", \"2020-04-10 08:36:54.000000+00:00\"], \"session_ids\": [\"5872998f-0178-4ad7-b03b-ddf8d028a020\", \"beadd3e2-a6a2-4a61-8374-f26eec99cc45\", \"766448c6-5647-416d-a539-ec1ef1ea4294\"], \"total_duration\": 32.0, \"total_sessions\": 3, \"mean_week_duration\": 0.248}, \"6388\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-24 18:08:54.000000+00:00\", \"2020-07-21 06:04:48.000000+00:00\"], \"session_ids\": [\"588dcf50-0d52-42e6-ab62-6d58ff3e547e\", \"b254a44a-d5b4-45b8-812f-393199d5b083\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.743}, \"78644\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-10-01 13:21:36.000000+00:00\", \"2022-10-24 09:55:48.000000+00:00\", \"2023-06-07 06:03:37.000000+00:00\"], \"session_ids\": [\"09a65e52-3e5b-4eaf-8e38-8712e4febd62\", \"4aeb86b9-4f51-4c09-beb9-a467eaff08f1\", \"e2d7aa82-a034-479e-95dd-4c921e08d6f5\"], \"total_duration\": 155.0, \"total_sessions\": 3, \"mean_week_duration\": 4.306}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's 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, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"19664\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-29 05:51:19.000000+00:00\", \"2020-01-31 10:14:43.000000+00:00\"], \"session_ids\": [\"5f2a43c8-b9d5-4537-8b4d-b2e9513ba486\", \"b97aa6cc-f777-4840-bde2-4fae00d196aa\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 1.609}, \"65188\": {\"keyflows\": {\"Sign In Flow\": 1, \"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\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-22 16:22:08.000000+00:00\", \"2021-12-02 20:26:48.000000+00:00\"], \"session_ids\": [\"5bbbe7d6-202e-4e6b-9096-c7e5ba8dce1a\", \"c94048e3-8383-4682-ab8b-5d702a88f47c\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 16.125}, \"55072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-13 04:54:58.000000+00:00\", \"2021-12-27 08:20:05.000000+00:00\"], \"session_ids\": [\"3ef2b868-0e43-4e46-ae5b-8a6d88928b97\", \"434cabf9-4020-4026-ae9a-ff9ae23d7699\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 35.364}, \"11283\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-01-09 21:19:39.000000+00:00\", \"2021-07-19 12:24:49.000000+00:00\"], \"session_ids\": [\"a61baecc-fc12-40fd-a9e4-0b61f8654b78\", \"6df68129-196f-4ca6-b991-b4901685fe80\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 4.325}, \"52694\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-10 14:50:14.000000+00:00\", \"2021-03-10 23:54:31.000000+00:00\"], \"session_ids\": [\"918c5175-cdb6-48c6-910d-aca8b91ff49d\", \"fac27132-0176-46d3-bf6c-9be98124c229\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 24.0}, \"6388\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-24 18:08:54.000000+00:00\", \"2020-07-21 06:04:48.000000+00:00\"], \"session_ids\": [\"588dcf50-0d52-42e6-ab62-6d58ff3e547e\", \"b254a44a-d5b4-45b8-812f-393199d5b083\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.743}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"19664\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-29 05:51:19.000000+00:00\", \"2020-01-31 10:14:43.000000+00:00\"], \"session_ids\": [\"5f2a43c8-b9d5-4537-8b4d-b2e9513ba486\", \"b97aa6cc-f777-4840-bde2-4fae00d196aa\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 1.609}}, {\"65188\": {\"keyflows\": {\"Sign In Flow\": 1, \"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\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-22 16:22:08.000000+00:00\", \"2021-12-02 20:26:48.000000+00:00\"], \"session_ids\": [\"5bbbe7d6-202e-4e6b-9096-c7e5ba8dce1a\", \"c94048e3-8383-4682-ab8b-5d702a88f47c\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 16.125}}, {\"55072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-13 04:54:58.000000+00:00\", \"2021-12-27 08:20:05.000000+00:00\"], \"session_ids\": [\"3ef2b868-0e43-4e46-ae5b-8a6d88928b97\", \"434cabf9-4020-4026-ae9a-ff9ae23d7699\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 35.364}}, {\"11283\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-01-09 21:19:39.000000+00:00\", \"2021-07-19 12:24:49.000000+00:00\"], \"session_ids\": [\"a61baecc-fc12-40fd-a9e4-0b61f8654b78\", \"6df68129-196f-4ca6-b991-b4901685fe80\"], \"total_duration\": 346.0, \"total_sessions\": 2, \"mean_week_duration\": 4.325}}, {\"52694\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-10 14:50:14.000000+00:00\", \"2021-03-10 23:54:31.000000+00:00\"], \"session_ids\": [\"918c5175-cdb6-48c6-910d-aca8b91ff49d\", \"fac27132-0176-46d3-bf6c-9be98124c229\"], \"total_duration\": 432.0, \"total_sessions\": 2, \"mean_week_duration\": 24.0}}, {\"6388\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-24 18:08:54.000000+00:00\", \"2020-07-21 06:04:48.000000+00:00\"], \"session_ids\": [\"588dcf50-0d52-42e6-ab62-6d58ff3e547e\", \"b254a44a-d5b4-45b8-812f-393199d5b083\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.743}}]\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[{\"19664\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-29 05:51:19.000000+00:00\", \"2020-01-31 10:14:43.000000+00:00\"], \"session_ids\": [\"5f2a43c8-b9d5-4537-8b4d-b2e9513ba486\", \"b97aa6cc-f777-4840-bde2-4fae00d196aa\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 1.609}}, {\"65188\": {\"keyflows\": {\"Sign In Flow\": 1, \"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\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-22 16:22:08.000000+00:00\", \"2021-12-02 20:26:48.000000+00:00\"], \"session_ids\": [\"5bbbe7d6-202e-4e6b-9096-c7e5ba8dce1a\", \"c94048e3-8383-4682-ab8b-5d702a88f47c\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 16.125}}, {\"55072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-13 04:54:58.000000+00:00\", \"2021-12-27 08:20:05.000000+00:00\"], \"session_ids\": [\"3ef2b868-0e43-4e46-ae5b-8a6d88928b97\", \"434cabf9-4020-4026-ae9a-ff9ae23d7699\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 35.364}}]\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[{\"19664\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-29 05:51:19.000000+00:00\", \"2020-01-31 10:14:43.000000+00:00\"], \"session_ids\": [\"5f2a43c8-b9d5-4537-8b4d-b2e9513ba486\", \"b97aa6cc-f777-4840-bde2-4fae00d196aa\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 1.609}}, {\"65188\": {\"keyflows\": {\"Sign In Flow\": 1, \"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\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-22 16:22:08.000000+00:00\", \"2021-12-02 20:26:48.000000+00:00\"], \"session_ids\": [\"5bbbe7d6-202e-4e6b-9096-c7e5ba8dce1a\", \"c94048e3-8383-4682-ab8b-5d702a88f47c\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 16.125}}, {\"55072\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-03-13 04:54:58.000000+00:00\", \"2021-12-27 08:20:05.000000+00:00\"], \"session_ids\": [\"3ef2b868-0e43-4e46-ae5b-8a6d88928b97\", \"434cabf9-4020-4026-ae9a-ff9ae23d7699\"], \"total_duration\": 389.0, \"total_sessions\": 2, \"mean_week_duration\": 35.364}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me with information about user with a app usage time that is above 2509 and below 373 , sort by overall quantity of sessions descendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"7973\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-03-29 05:26:25.000000+00:00\", \"2021-02-05 22:23:07.000000+00:00\", \"2019-08-22 01:59:44.000000+00:00\", \"2020-06-28 00:10:03.000000+00:00\", \"2022-12-15 07:07:04.000000+00:00\"], \"session_ids\": [\"8203bb4b-de7a-4986-974a-470b3dbae607\", \"61da9d7a-f95d-42a5-abcf-84d326f3057e\", \"24cf7423-092b-4937-ab66-c656d67cd60a\", \"c79735b8-0f11-4dd0-b237-d49f6e524f6d\", \"b0673f99-415b-41c5-8cfb-7f2587a0de98\"], \"total_duration\": 1650.0, \"total_sessions\": 5, \"mean_week_duration\": 8.505}, \"76938\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-05 04:36:31.000000+00:00\", \"2021-11-07 23:59:49.000000+00:00\"], \"session_ids\": [\"769ffc3d-1d95-49c6-907d-48ce2f195bff\", \"edf65740-dffe-49e4-a58f-a79a303e3504\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 6.385}, \"33329\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-02 12:38:13.000000+00:00\", \"2023-03-01 12:23:45.000000+00:00\"], \"session_ids\": [\"da6c3137-1679-4844-b52c-4fc01f29e398\", \"11a7eb38-aaf6-4521-b8c2-6c303743fe1e\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 1.615}, \"4985\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-12-13 13:56:53.000000+00:00\", \"2021-08-23 17:34:41.000000+00:00\"], \"session_ids\": [\"2d518855-5d1a-4881-b42c-66403a670696\", \"ded75107-2a60-43b7-9927-28d10282ab33\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 6.595}, \"69854\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-03-21 09:02:01.000000+00:00\", \"2020-08-14 06:13:43.000000+00:00\", \"2023-01-07 00:15:45.000000+00:00\", \"2021-11-19 04:43:31.000000+00:00\", \"2022-02-12 13:57:14.000000+00:00\", \"2020-11-29 11:19:35.000000+00:00\", \"2022-12-13 00:32:34.000000+00:00\", \"2020-12-07 16:33:42.000000+00:00\", \"2021-05-15 19:28:02.000000+00:00\", \"2019-08-11 08:28:12.000000+00:00\", \"2020-02-12 02:30:33.000000+00:00\"], \"session_ids\": [\"96896269-9a78-4cee-ae1c-565b93c0752a\", \"2d251d6a-c5ca-47f3-b442-577e7c4b4a38\", \"c7abbe63-90f1-4ddc-9074-55d710483220\", \"23d9e4da-38f5-4558-a63a-f58b8a6f5d92\", \"30f8d781-a1e8-4667-8efd-d3a52402b7d7\", \"f5555938-f51b-4d66-8970-dae404118d4a\", \"e69d71a0-a5fc-427d-9060-ab2046c85bb1\", \"7fd31489-353b-4e39-81d4-537743683429\", \"e1c43f88-766f-4500-b881-c3014fb56618\", \"28c6dd4c-fa72-4e56-bb4d-279d972b17bf\", \"a0851ab9-c998-4e83-91b4-3b2bd33d33bd\"], \"total_duration\": 2043.0, \"total_sessions\": 11, \"mean_week_duration\": 10.266}, \"66365\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-06-06 12:55:54.000000+00:00\", \"2022-12-28 04:50:47.000000+00:00\", \"2022-09-12 19:24:09.000000+00:00\"], \"session_ids\": [\"5a5ac45a-9490-4665-8d04-254467daab74\", \"4a21e6b7-692c-4293-9669-e323646a5de0\", \"fe4e8f9b-03a3-409a-bd22-551c4e314c69\"], \"total_duration\": 1017.0, \"total_sessions\": 3, \"mean_week_duration\": 5.468}, \"29401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-10-01 11:05:11.000000+00:00\", \"2020-09-24 11:51:44.000000+00:00\", \"2020-09-03 14:16:44.000000+00:00\"], \"session_ids\": [\"b4d7e479-63f1-417a-815e-4bd3b83474f8\", \"fb362c73-9885-413a-bfb0-bbe833aef6e7\", \"faa903fb-2009-4bf3-b50c-e4e4b679858c\"], \"total_duration\": 491.0, \"total_sessions\": 3, \"mean_week_duration\": 122.75}, \"57792\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-05 10:58:14.000000+00:00\", \"2021-11-23 13:59:00.000000+00:00\", \"2020-04-18 13:44:05.000000+00:00\", \"2019-12-10 03:01:34.000000+00:00\", \"2020-10-11 07:29:40.000000+00:00\", \"2021-05-30 08:40:24.000000+00:00\"], \"session_ids\": [\"266574ed-dc85-48ab-bb02-91f135c952ef\", \"21505fca-f07e-4b12-ae7b-3a68e375c123\", \"30a1f4fa-7912-4a2d-aa09-590cd7b7b61d\", \"121b27c4-d9f2-46ee-8597-46c3331f5334\", \"7f0ac464-ca80-4735-9a77-17f7cfb41af2\", \"6380302a-a8f3-4de2-be64-c32882446765\"], \"total_duration\": 3139.0, \"total_sessions\": 6, \"mean_week_duration\": 23.425}, \"77185\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-16 17:19:04.000000+00:00\", \"2022-02-06 07:04:50.000000+00:00\"], \"session_ids\": [\"4ca2f342-551d-4c22-a720-97dc924a5158\", \"82c449bb-f241-4ebf-b004-92f8be94b349\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 3.267}, \"12049\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-05-12 21:52:28.000000+00:00\", \"2019-07-26 17:42:41.000000+00:00\"], \"session_ids\": [\"42cc2337-275d-4ed2-8fbe-4036c21eef0f\", \"30159b01-dfbc-43eb-8101-130eded6105d\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.281}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 373 and are equal or greater than 2509"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[373, 2509]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"76938\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-05 04:36:31.000000+00:00\", \"2021-11-07 23:59:49.000000+00:00\"], \"session_ids\": [\"769ffc3d-1d95-49c6-907d-48ce2f195bff\", \"edf65740-dffe-49e4-a58f-a79a303e3504\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 6.385}, \"33329\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-02 12:38:13.000000+00:00\", \"2023-03-01 12:23:45.000000+00:00\"], \"session_ids\": [\"da6c3137-1679-4844-b52c-4fc01f29e398\", \"11a7eb38-aaf6-4521-b8c2-6c303743fe1e\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 1.615}, \"4985\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-12-13 13:56:53.000000+00:00\", \"2021-08-23 17:34:41.000000+00:00\"], \"session_ids\": [\"2d518855-5d1a-4881-b42c-66403a670696\", \"ded75107-2a60-43b7-9927-28d10282ab33\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 6.595}, \"77185\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-16 17:19:04.000000+00:00\", \"2022-02-06 07:04:50.000000+00:00\"], \"session_ids\": [\"4ca2f342-551d-4c22-a720-97dc924a5158\", \"82c449bb-f241-4ebf-b004-92f8be94b349\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 3.267}, \"12049\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-05-12 21:52:28.000000+00:00\", \"2019-07-26 17:42:41.000000+00:00\"], \"session_ids\": [\"42cc2337-275d-4ed2-8fbe-4036c21eef0f\", \"30159b01-dfbc-43eb-8101-130eded6105d\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.281}, \"57792\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-05 10:58:14.000000+00:00\", \"2021-11-23 13:59:00.000000+00:00\", \"2020-04-18 13:44:05.000000+00:00\", \"2019-12-10 03:01:34.000000+00:00\", \"2020-10-11 07:29:40.000000+00:00\", \"2021-05-30 08:40:24.000000+00:00\"], \"session_ids\": [\"266574ed-dc85-48ab-bb02-91f135c952ef\", \"21505fca-f07e-4b12-ae7b-3a68e375c123\", \"30a1f4fa-7912-4a2d-aa09-590cd7b7b61d\", \"121b27c4-d9f2-46ee-8597-46c3331f5334\", \"7f0ac464-ca80-4735-9a77-17f7cfb41af2\", \"6380302a-a8f3-4de2-be64-c32882446765\"], \"total_duration\": 3139.0, \"total_sessions\": 6, \"mean_week_duration\": 23.425}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"57792\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-05 10:58:14.000000+00:00\", \"2021-11-23 13:59:00.000000+00:00\", \"2020-04-18 13:44:05.000000+00:00\", \"2019-12-10 03:01:34.000000+00:00\", \"2020-10-11 07:29:40.000000+00:00\", \"2021-05-30 08:40:24.000000+00:00\"], \"session_ids\": [\"266574ed-dc85-48ab-bb02-91f135c952ef\", \"21505fca-f07e-4b12-ae7b-3a68e375c123\", \"30a1f4fa-7912-4a2d-aa09-590cd7b7b61d\", \"121b27c4-d9f2-46ee-8597-46c3331f5334\", \"7f0ac464-ca80-4735-9a77-17f7cfb41af2\", \"6380302a-a8f3-4de2-be64-c32882446765\"], \"total_duration\": 3139.0, \"total_sessions\": 6, \"mean_week_duration\": 23.425}}, {\"76938\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-05 04:36:31.000000+00:00\", \"2021-11-07 23:59:49.000000+00:00\"], \"session_ids\": [\"769ffc3d-1d95-49c6-907d-48ce2f195bff\", \"edf65740-dffe-49e4-a58f-a79a303e3504\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 6.385}}, {\"33329\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-12-02 12:38:13.000000+00:00\", \"2023-03-01 12:23:45.000000+00:00\"], \"session_ids\": [\"da6c3137-1679-4844-b52c-4fc01f29e398\", \"11a7eb38-aaf6-4521-b8c2-6c303743fe1e\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 1.615}}, {\"4985\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-12-13 13:56:53.000000+00:00\", \"2021-08-23 17:34:41.000000+00:00\"], \"session_ids\": [\"2d518855-5d1a-4881-b42c-66403a670696\", \"ded75107-2a60-43b7-9927-28d10282ab33\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 6.595}}, {\"77185\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-12-16 17:19:04.000000+00:00\", \"2022-02-06 07:04:50.000000+00:00\"], \"session_ids\": [\"4ca2f342-551d-4c22-a720-97dc924a5158\", \"82c449bb-f241-4ebf-b004-92f8be94b349\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 3.267}}, {\"12049\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-05-12 21:52:28.000000+00:00\", \"2019-07-26 17:42:41.000000+00:00\"], \"session_ids\": [\"42cc2337-275d-4ed2-8fbe-4036c21eef0f\", \"30159b01-dfbc-43eb-8101-130eded6105d\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.281}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"57792\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-05 10:58:14.000000+00:00\", \"2021-11-23 13:59:00.000000+00:00\", \"2020-04-18 13:44:05.000000+00:00\", \"2019-12-10 03:01:34.000000+00:00\", \"2020-10-11 07:29:40.000000+00:00\", \"2021-05-30 08:40:24.000000+00:00\"], \"session_ids\": [\"266574ed-dc85-48ab-bb02-91f135c952ef\", \"21505fca-f07e-4b12-ae7b-3a68e375c123\", \"30a1f4fa-7912-4a2d-aa09-590cd7b7b61d\", \"121b27c4-d9f2-46ee-8597-46c3331f5334\", \"7f0ac464-ca80-4735-9a77-17f7cfb41af2\", \"6380302a-a8f3-4de2-be64-c32882446765\"], \"total_duration\": 3139.0, \"total_sessions\": 6, \"mean_week_duration\": 23.425}}]\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[{\"57792\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-05 10:58:14.000000+00:00\", \"2021-11-23 13:59:00.000000+00:00\", \"2020-04-18 13:44:05.000000+00:00\", \"2019-12-10 03:01:34.000000+00:00\", \"2020-10-11 07:29:40.000000+00:00\", \"2021-05-30 08:40:24.000000+00:00\"], \"session_ids\": [\"266574ed-dc85-48ab-bb02-91f135c952ef\", \"21505fca-f07e-4b12-ae7b-3a68e375c123\", \"30a1f4fa-7912-4a2d-aa09-590cd7b7b61d\", \"121b27c4-d9f2-46ee-8597-46c3331f5334\", \"7f0ac464-ca80-4735-9a77-17f7cfb41af2\", \"6380302a-a8f3-4de2-be64-c32882446765\"], \"total_duration\": 3139.0, \"total_sessions\": 6, \"mean_week_duration\": 23.425}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about 7 users who are users with highest total duration amount and apply sorting by mean week duration in descending order additionaly 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{\"25151\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-25 15:40:09.000000+00:00\", \"2022-09-15 04:16:39.000000+00:00\"], \"session_ids\": [\"20e862ff-d3b7-4d92-91af-e607955dd038\", \"7d41575a-00fb-4a3d-a7b5-14bd1b03943c\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 3.196}, \"75517\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-04-14 15:11:14.000000+00:00\", \"2019-06-13 10:23:08.000000+00:00\"], \"session_ids\": [\"ce6db5bb-bb21-4ce1-af54-020d0704105d\", \"09e0464c-a9a5-4cb8-bd5e-22520cbf1c18\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 2.545}, \"17327\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-07 02:39:59.000000+00:00\", \"2021-12-21 23:44:56.000000+00:00\"], \"session_ids\": [\"b66c6fc7-1f3f-4c4a-8002-61645b5623db\", \"641afc2a-9345-4ad3-9354-19ee6c03bf22\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 18.571}, \"12282\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-10-04 01:53:46.000000+00:00\", \"2020-04-28 05:48:36.000000+00:00\", \"2020-06-14 16:30:26.000000+00:00\", \"2019-01-13 09:50:13.000000+00:00\", \"2023-01-25 14:53:21.000000+00:00\", \"2020-08-08 03:25:33.000000+00:00\", \"2022-08-12 20:47:25.000000+00:00\", \"2022-08-10 02:08:38.000000+00:00\", \"2022-04-30 15:36:06.000000+00:00\", \"2022-11-01 04:27:35.000000+00:00\"], \"session_ids\": [\"5679d13d-07b4-4de2-8062-450eb4c7e7c7\", \"ae6b4fc2-297a-492c-a466-2aa72508fe99\", \"4147ee24-9381-4ae6-b522-bfde763c8b52\", \"0c450bae-8d6f-4239-834b-765802146310\", \"8b74944d-7dcc-4719-861e-0eddf148a84d\", \"6e17367a-788b-412c-a56a-8069ac17704a\", \"e62b2a77-7d21-4c5d-984e-90826b015ea7\", \"114f680e-e24c-49b5-b85b-8889e235edc3\", \"77eb24d3-9e0b-4990-81a7-8785f59dbf38\", \"79455ece-a99b-4ecc-8823-d5f958264557\"], \"total_duration\": 7197.0, \"total_sessions\": 10, \"mean_week_duration\": 34.109}, \"38210\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-18 01:01:14.000000+00:00\", \"2019-07-19 04:34:36.000000+00:00\", \"2019-03-14 02:09:29.000000+00:00\", \"2022-08-17 15:13:13.000000+00:00\", \"2022-09-27 18:24:57.000000+00:00\"], \"session_ids\": [\"c2647624-b86c-4046-b598-809b919982d1\", \"05a4a67d-c9b7-4268-9aa0-c6f4696a4b52\", \"47580740-acb0-42d2-8598-eef603dc3e2b\", \"88975bf2-d65b-4ae2-aeea-fde5db866a0f\", \"8ea314a7-9895-4195-98f3-21bb03862763\"], \"total_duration\": 2960.0, \"total_sessions\": 5, \"mean_week_duration\": 16.0}, \"65704\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-02-19 07:09:26.000000+00:00\", \"2023-05-27 14:31:56.000000+00:00\", \"2022-02-03 13:59:55.000000+00:00\", \"2021-03-16 10:29:32.000000+00:00\", \"2021-10-11 04:49:38.000000+00:00\", \"2021-06-12 00:24:10.000000+00:00\", \"2020-07-27 19:18:51.000000+00:00\", \"2023-05-12 07:54:48.000000+00:00\", \"2019-09-01 12:47:25.000000+00:00\"], \"session_ids\": [\"ac3d2414-d423-4fbf-9e5e-247b503d3d8e\", \"460c12dd-7e3f-4fdd-a46a-37eb8dc5c3cd\", \"a32999bd-c2f7-4667-8fe9-035d30c8accc\", \"3074d212-857f-48af-affb-ee4caa0e6a8a\", \"abf9efac-e067-4842-83c1-3f35f9ab4c19\", \"4244ed65-9989-4c6c-b249-b2c66f55d16f\", \"6568647b-d21e-436d-b6da-6fe602312f7d\", \"51af7801-e40b-4212-af51-89307da3f719\", \"a4766c5c-b217-4109-a180-d55284f5b818\"], \"total_duration\": 169.0, \"total_sessions\": 9, \"mean_week_duration\": 0.867}, \"59911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-17 08:49:04.000000+00:00\", \"2021-11-01 00:24:38.000000+00:00\", \"2022-04-04 02:22:20.000000+00:00\"], \"session_ids\": [\"50f3259c-5116-4712-9b22-589e80f3f7e7\", \"422d3add-d177-4aaa-8127-a47991148497\", \"462b345d-8c90-49da-8893-cd35eb582242\"], \"total_duration\": 545.0, \"total_sessions\": 3, \"mean_week_duration\": 7.569}, \"94745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-01-06 23:27:01.000000+00:00\", \"2023-05-12 09:28:39.000000+00:00\", \"2020-05-13 13:19:09.000000+00:00\", \"2019-01-06 10:19:53.000000+00:00\", \"2019-12-08 04:23:30.000000+00:00\", \"2020-01-01 05:56:46.000000+00:00\", \"2022-03-02 22:00:03.000000+00:00\", \"2022-06-24 05:09:32.000000+00:00\"], \"session_ids\": [\"b4bc4e80-84e4-432f-b966-c8c04af7cc60\", \"f10488a5-669a-4ef1-b459-9d0ce89dcbb7\", \"5ddf7628-a550-439e-b517-f14cd857e632\", \"2f020054-db36-4db1-8ed9-19a0a36da735\", \"6af26239-4317-4041-8382-314093594a87\", \"54cf0ad5-5053-447f-9427-ac6a6453ca89\", \"0d5014fe-e4cf-4340-8a09-6dd398c2275b\", \"12a7e577-99ab-42f1-bb0b-a2fa994c34f9\"], \"total_duration\": 1519.0, \"total_sessions\": 8, \"mean_week_duration\": 6.692}, \"8852\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-07-12 09:27:34.000000+00:00\", \"2023-01-19 05:32:12.000000+00:00\"], \"session_ids\": [\"dd454338-ce0c-44ce-9dd8-347eac90abd6\", \"a9194360-6542-432a-9032-7069652efc34\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 1.092}, \"19077\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-10-17 08:47:13.000000+00:00\", \"2019-03-01 23:02:36.000000+00:00\", \"2020-05-13 08:58:02.000000+00:00\"], \"session_ids\": [\"39096d45-1e8f-4c62-a538-4a21cc2d903c\", \"d03e7c60-a8fd-4c6d-8b0a-fdee7061134c\", \"167690e0-80e2-4d44-877b-5e1c27565226\"], \"total_duration\": 579.0, \"total_sessions\": 3, \"mean_week_duration\": 9.19}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an information about users who have the highest 7 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": 7}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12282\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-10-04 01:53:46.000000+00:00\", \"2020-04-28 05:48:36.000000+00:00\", \"2020-06-14 16:30:26.000000+00:00\", \"2019-01-13 09:50:13.000000+00:00\", \"2023-01-25 14:53:21.000000+00:00\", \"2020-08-08 03:25:33.000000+00:00\", \"2022-08-12 20:47:25.000000+00:00\", \"2022-08-10 02:08:38.000000+00:00\", \"2022-04-30 15:36:06.000000+00:00\", \"2022-11-01 04:27:35.000000+00:00\"], \"session_ids\": [\"5679d13d-07b4-4de2-8062-450eb4c7e7c7\", \"ae6b4fc2-297a-492c-a466-2aa72508fe99\", \"4147ee24-9381-4ae6-b522-bfde763c8b52\", \"0c450bae-8d6f-4239-834b-765802146310\", \"8b74944d-7dcc-4719-861e-0eddf148a84d\", \"6e17367a-788b-412c-a56a-8069ac17704a\", \"e62b2a77-7d21-4c5d-984e-90826b015ea7\", \"114f680e-e24c-49b5-b85b-8889e235edc3\", \"77eb24d3-9e0b-4990-81a7-8785f59dbf38\", \"79455ece-a99b-4ecc-8823-d5f958264557\"], \"total_duration\": 7197.0, \"total_sessions\": 10, \"mean_week_duration\": 34.109}}, {\"38210\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-18 01:01:14.000000+00:00\", \"2019-07-19 04:34:36.000000+00:00\", \"2019-03-14 02:09:29.000000+00:00\", \"2022-08-17 15:13:13.000000+00:00\", \"2022-09-27 18:24:57.000000+00:00\"], \"session_ids\": [\"c2647624-b86c-4046-b598-809b919982d1\", \"05a4a67d-c9b7-4268-9aa0-c6f4696a4b52\", \"47580740-acb0-42d2-8598-eef603dc3e2b\", \"88975bf2-d65b-4ae2-aeea-fde5db866a0f\", \"8ea314a7-9895-4195-98f3-21bb03862763\"], \"total_duration\": 2960.0, \"total_sessions\": 5, \"mean_week_duration\": 16.0}}, {\"94745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-01-06 23:27:01.000000+00:00\", \"2023-05-12 09:28:39.000000+00:00\", \"2020-05-13 13:19:09.000000+00:00\", \"2019-01-06 10:19:53.000000+00:00\", \"2019-12-08 04:23:30.000000+00:00\", \"2020-01-01 05:56:46.000000+00:00\", \"2022-03-02 22:00:03.000000+00:00\", \"2022-06-24 05:09:32.000000+00:00\"], \"session_ids\": [\"b4bc4e80-84e4-432f-b966-c8c04af7cc60\", \"f10488a5-669a-4ef1-b459-9d0ce89dcbb7\", \"5ddf7628-a550-439e-b517-f14cd857e632\", \"2f020054-db36-4db1-8ed9-19a0a36da735\", \"6af26239-4317-4041-8382-314093594a87\", \"54cf0ad5-5053-447f-9427-ac6a6453ca89\", \"0d5014fe-e4cf-4340-8a09-6dd398c2275b\", \"12a7e577-99ab-42f1-bb0b-a2fa994c34f9\"], \"total_duration\": 1519.0, \"total_sessions\": 8, \"mean_week_duration\": 6.692}}, {\"19077\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-10-17 08:47:13.000000+00:00\", \"2019-03-01 23:02:36.000000+00:00\", \"2020-05-13 08:58:02.000000+00:00\"], \"session_ids\": [\"39096d45-1e8f-4c62-a538-4a21cc2d903c\", \"d03e7c60-a8fd-4c6d-8b0a-fdee7061134c\", \"167690e0-80e2-4d44-877b-5e1c27565226\"], \"total_duration\": 579.0, \"total_sessions\": 3, \"mean_week_duration\": 9.19}}, {\"59911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-17 08:49:04.000000+00:00\", \"2021-11-01 00:24:38.000000+00:00\", \"2022-04-04 02:22:20.000000+00:00\"], \"session_ids\": [\"50f3259c-5116-4712-9b22-589e80f3f7e7\", \"422d3add-d177-4aaa-8127-a47991148497\", \"462b345d-8c90-49da-8893-cd35eb582242\"], \"total_duration\": 545.0, \"total_sessions\": 3, \"mean_week_duration\": 7.569}}, {\"8852\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-07-12 09:27:34.000000+00:00\", \"2023-01-19 05:32:12.000000+00:00\"], \"session_ids\": [\"dd454338-ce0c-44ce-9dd8-347eac90abd6\", \"a9194360-6542-432a-9032-7069652efc34\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 1.092}}, {\"65704\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-02-19 07:09:26.000000+00:00\", \"2023-05-27 14:31:56.000000+00:00\", \"2022-02-03 13:59:55.000000+00:00\", \"2021-03-16 10:29:32.000000+00:00\", \"2021-10-11 04:49:38.000000+00:00\", \"2021-06-12 00:24:10.000000+00:00\", \"2020-07-27 19:18:51.000000+00:00\", \"2023-05-12 07:54:48.000000+00:00\", \"2019-09-01 12:47:25.000000+00:00\"], \"session_ids\": [\"ac3d2414-d423-4fbf-9e5e-247b503d3d8e\", \"460c12dd-7e3f-4fdd-a46a-37eb8dc5c3cd\", \"a32999bd-c2f7-4667-8fe9-035d30c8accc\", \"3074d212-857f-48af-affb-ee4caa0e6a8a\", \"abf9efac-e067-4842-83c1-3f35f9ab4c19\", \"4244ed65-9989-4c6c-b249-b2c66f55d16f\", \"6568647b-d21e-436d-b6da-6fe602312f7d\", \"51af7801-e40b-4212-af51-89307da3f719\", \"a4766c5c-b217-4109-a180-d55284f5b818\"], \"total_duration\": 169.0, \"total_sessions\": 9, \"mean_week_duration\": 0.867}}]\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[{\"12282\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-10-04 01:53:46.000000+00:00\", \"2020-04-28 05:48:36.000000+00:00\", \"2020-06-14 16:30:26.000000+00:00\", \"2019-01-13 09:50:13.000000+00:00\", \"2023-01-25 14:53:21.000000+00:00\", \"2020-08-08 03:25:33.000000+00:00\", \"2022-08-12 20:47:25.000000+00:00\", \"2022-08-10 02:08:38.000000+00:00\", \"2022-04-30 15:36:06.000000+00:00\", \"2022-11-01 04:27:35.000000+00:00\"], \"session_ids\": [\"5679d13d-07b4-4de2-8062-450eb4c7e7c7\", \"ae6b4fc2-297a-492c-a466-2aa72508fe99\", \"4147ee24-9381-4ae6-b522-bfde763c8b52\", \"0c450bae-8d6f-4239-834b-765802146310\", \"8b74944d-7dcc-4719-861e-0eddf148a84d\", \"6e17367a-788b-412c-a56a-8069ac17704a\", \"e62b2a77-7d21-4c5d-984e-90826b015ea7\", \"114f680e-e24c-49b5-b85b-8889e235edc3\", \"77eb24d3-9e0b-4990-81a7-8785f59dbf38\", \"79455ece-a99b-4ecc-8823-d5f958264557\"], \"total_duration\": 7197.0, \"total_sessions\": 10, \"mean_week_duration\": 34.109}}, {\"38210\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-18 01:01:14.000000+00:00\", \"2019-07-19 04:34:36.000000+00:00\", \"2019-03-14 02:09:29.000000+00:00\", \"2022-08-17 15:13:13.000000+00:00\", \"2022-09-27 18:24:57.000000+00:00\"], \"session_ids\": [\"c2647624-b86c-4046-b598-809b919982d1\", \"05a4a67d-c9b7-4268-9aa0-c6f4696a4b52\", \"47580740-acb0-42d2-8598-eef603dc3e2b\", \"88975bf2-d65b-4ae2-aeea-fde5db866a0f\", \"8ea314a7-9895-4195-98f3-21bb03862763\"], \"total_duration\": 2960.0, \"total_sessions\": 5, \"mean_week_duration\": 16.0}}, {\"19077\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-10-17 08:47:13.000000+00:00\", \"2019-03-01 23:02:36.000000+00:00\", \"2020-05-13 08:58:02.000000+00:00\"], \"session_ids\": [\"39096d45-1e8f-4c62-a538-4a21cc2d903c\", \"d03e7c60-a8fd-4c6d-8b0a-fdee7061134c\", \"167690e0-80e2-4d44-877b-5e1c27565226\"], \"total_duration\": 579.0, \"total_sessions\": 3, \"mean_week_duration\": 9.19}}, {\"59911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-17 08:49:04.000000+00:00\", \"2021-11-01 00:24:38.000000+00:00\", \"2022-04-04 02:22:20.000000+00:00\"], \"session_ids\": [\"50f3259c-5116-4712-9b22-589e80f3f7e7\", \"422d3add-d177-4aaa-8127-a47991148497\", \"462b345d-8c90-49da-8893-cd35eb582242\"], \"total_duration\": 545.0, \"total_sessions\": 3, \"mean_week_duration\": 7.569}}, {\"94745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-01-06 23:27:01.000000+00:00\", \"2023-05-12 09:28:39.000000+00:00\", \"2020-05-13 13:19:09.000000+00:00\", \"2019-01-06 10:19:53.000000+00:00\", \"2019-12-08 04:23:30.000000+00:00\", \"2020-01-01 05:56:46.000000+00:00\", \"2022-03-02 22:00:03.000000+00:00\", \"2022-06-24 05:09:32.000000+00:00\"], \"session_ids\": [\"b4bc4e80-84e4-432f-b966-c8c04af7cc60\", \"f10488a5-669a-4ef1-b459-9d0ce89dcbb7\", \"5ddf7628-a550-439e-b517-f14cd857e632\", \"2f020054-db36-4db1-8ed9-19a0a36da735\", \"6af26239-4317-4041-8382-314093594a87\", \"54cf0ad5-5053-447f-9427-ac6a6453ca89\", \"0d5014fe-e4cf-4340-8a09-6dd398c2275b\", \"12a7e577-99ab-42f1-bb0b-a2fa994c34f9\"], \"total_duration\": 1519.0, \"total_sessions\": 8, \"mean_week_duration\": 6.692}}, {\"8852\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-07-12 09:27:34.000000+00:00\", \"2023-01-19 05:32:12.000000+00:00\"], \"session_ids\": [\"dd454338-ce0c-44ce-9dd8-347eac90abd6\", \"a9194360-6542-432a-9032-7069652efc34\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 1.092}}, {\"65704\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-02-19 07:09:26.000000+00:00\", \"2023-05-27 14:31:56.000000+00:00\", \"2022-02-03 13:59:55.000000+00:00\", \"2021-03-16 10:29:32.000000+00:00\", \"2021-10-11 04:49:38.000000+00:00\", \"2021-06-12 00:24:10.000000+00:00\", \"2020-07-27 19:18:51.000000+00:00\", \"2023-05-12 07:54:48.000000+00:00\", \"2019-09-01 12:47:25.000000+00:00\"], \"session_ids\": [\"ac3d2414-d423-4fbf-9e5e-247b503d3d8e\", \"460c12dd-7e3f-4fdd-a46a-37eb8dc5c3cd\", \"a32999bd-c2f7-4667-8fe9-035d30c8accc\", \"3074d212-857f-48af-affb-ee4caa0e6a8a\", \"abf9efac-e067-4842-83c1-3f35f9ab4c19\", \"4244ed65-9989-4c6c-b249-b2c66f55d16f\", \"6568647b-d21e-436d-b6da-6fe602312f7d\", \"51af7801-e40b-4212-af51-89307da3f719\", \"a4766c5c-b217-4109-a180-d55284f5b818\"], \"total_duration\": 169.0, \"total_sessions\": 9, \"mean_week_duration\": 0.867}}]\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[{\"12282\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-10-04 01:53:46.000000+00:00\", \"2020-04-28 05:48:36.000000+00:00\", \"2020-06-14 16:30:26.000000+00:00\", \"2019-01-13 09:50:13.000000+00:00\", \"2023-01-25 14:53:21.000000+00:00\", \"2020-08-08 03:25:33.000000+00:00\", \"2022-08-12 20:47:25.000000+00:00\", \"2022-08-10 02:08:38.000000+00:00\", \"2022-04-30 15:36:06.000000+00:00\", \"2022-11-01 04:27:35.000000+00:00\"], \"session_ids\": [\"5679d13d-07b4-4de2-8062-450eb4c7e7c7\", \"ae6b4fc2-297a-492c-a466-2aa72508fe99\", \"4147ee24-9381-4ae6-b522-bfde763c8b52\", \"0c450bae-8d6f-4239-834b-765802146310\", \"8b74944d-7dcc-4719-861e-0eddf148a84d\", \"6e17367a-788b-412c-a56a-8069ac17704a\", \"e62b2a77-7d21-4c5d-984e-90826b015ea7\", \"114f680e-e24c-49b5-b85b-8889e235edc3\", \"77eb24d3-9e0b-4990-81a7-8785f59dbf38\", \"79455ece-a99b-4ecc-8823-d5f958264557\"], \"total_duration\": 7197.0, \"total_sessions\": 10, \"mean_week_duration\": 34.109}}, {\"38210\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-18 01:01:14.000000+00:00\", \"2019-07-19 04:34:36.000000+00:00\", \"2019-03-14 02:09:29.000000+00:00\", \"2022-08-17 15:13:13.000000+00:00\", \"2022-09-27 18:24:57.000000+00:00\"], \"session_ids\": [\"c2647624-b86c-4046-b598-809b919982d1\", \"05a4a67d-c9b7-4268-9aa0-c6f4696a4b52\", \"47580740-acb0-42d2-8598-eef603dc3e2b\", \"88975bf2-d65b-4ae2-aeea-fde5db866a0f\", \"8ea314a7-9895-4195-98f3-21bb03862763\"], \"total_duration\": 2960.0, \"total_sessions\": 5, \"mean_week_duration\": 16.0}}]\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[{\"12282\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-10-04 01:53:46.000000+00:00\", \"2020-04-28 05:48:36.000000+00:00\", \"2020-06-14 16:30:26.000000+00:00\", \"2019-01-13 09:50:13.000000+00:00\", \"2023-01-25 14:53:21.000000+00:00\", \"2020-08-08 03:25:33.000000+00:00\", \"2022-08-12 20:47:25.000000+00:00\", \"2022-08-10 02:08:38.000000+00:00\", \"2022-04-30 15:36:06.000000+00:00\", \"2022-11-01 04:27:35.000000+00:00\"], \"session_ids\": [\"5679d13d-07b4-4de2-8062-450eb4c7e7c7\", \"ae6b4fc2-297a-492c-a466-2aa72508fe99\", \"4147ee24-9381-4ae6-b522-bfde763c8b52\", \"0c450bae-8d6f-4239-834b-765802146310\", \"8b74944d-7dcc-4719-861e-0eddf148a84d\", \"6e17367a-788b-412c-a56a-8069ac17704a\", \"e62b2a77-7d21-4c5d-984e-90826b015ea7\", \"114f680e-e24c-49b5-b85b-8889e235edc3\", \"77eb24d3-9e0b-4990-81a7-8785f59dbf38\", \"79455ece-a99b-4ecc-8823-d5f958264557\"], \"total_duration\": 7197.0, \"total_sessions\": 10, \"mean_week_duration\": 34.109}}, {\"38210\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-05-18 01:01:14.000000+00:00\", \"2019-07-19 04:34:36.000000+00:00\", \"2019-03-14 02:09:29.000000+00:00\", \"2022-08-17 15:13:13.000000+00:00\", \"2022-09-27 18:24:57.000000+00:00\"], \"session_ids\": [\"c2647624-b86c-4046-b598-809b919982d1\", \"05a4a67d-c9b7-4268-9aa0-c6f4696a4b52\", \"47580740-acb0-42d2-8598-eef603dc3e2b\", \"88975bf2-d65b-4ae2-aeea-fde5db866a0f\", \"8ea314a7-9895-4195-98f3-21bb03862763\"], \"total_duration\": 2960.0, \"total_sessions\": 5, \"mean_week_duration\": 16.0}}]\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": "Tell me about 7 users who are residing in cities Seoul, Tegucigalpa, Mexico City, Panama City, Singapore City, Zurich, Prague, Moscow in addition put to use sorting by time using the app in ascending."
}
] |
[
{
"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{\"19468\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"London\", \"datetimes\": [\"2023-04-14 23:52:58.000000+00:00\", \"2023-02-06 02:36:16.000000+00:00\"], \"session_ids\": [\"34565935-a1b6-4d85-8de1-743305b90fa5\", \"9f454a6b-5668-4bd7-ad8f-a89721796219\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 5.7}, \"59406\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-02-14 20:16:32.000000+00:00\", \"2021-01-26 14:41:42.000000+00:00\"], \"session_ids\": [\"705d2477-2a54-44b2-b8f5-7b0965e352d1\", \"b59e1cd4-2d8f-4ee3-b48b-36ebdf1b3408\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 3.706}, \"70939\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-09-06 21:48:06.000000+00:00\", \"2023-01-31 05:22:56.000000+00:00\", \"2022-06-12 03:48:58.000000+00:00\", \"2021-05-10 07:36:10.000000+00:00\"], \"session_ids\": [\"3e723006-c9e7-4c75-a584-df0dcd26787e\", \"79a85eea-010e-43ba-ad74-9db6034c9a6b\", \"acf3b89a-4665-40c3-9c07-5e4dbff93c8a\", \"bef9f9cd-1e86-4c2e-84c8-cac6fcb3350d\"], \"total_duration\": 169.0, \"total_sessions\": 4, \"mean_week_duration\": 1.341}, \"71606\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-24 06:30:32.000000+00:00\", \"2022-05-29 12:39:28.000000+00:00\"], \"session_ids\": [\"3de1b102-a24a-4829-ab10-f3d5c13515d8\", \"1d62a9e8-72fc-4171-8bb0-d53f9a010a3f\"], \"total_duration\": 157.0, \"total_sessions\": 2, \"mean_week_duration\": 2.243}, \"29459\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-21 15:49:57.000000+00:00\", \"2022-08-21 09:12:39.000000+00:00\"], \"session_ids\": [\"3f91c32e-5d3a-4341-aa51-8cc096a0aa11\", \"00dda5e2-2f34-4fc1-9702-5c73b0d6367c\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 23.0}, \"84419\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-15 06:31:30.000000+00:00\", \"2021-02-24 14:00:11.000000+00:00\", \"2019-12-28 20:13:50.000000+00:00\"], \"session_ids\": [\"786da3ac-1f01-4dc3-9021-a387640e94da\", \"9fcb8c9b-80ce-439c-b25f-aeda3a8af014\", \"4fe844a8-c434-4b41-be3a-bb230417c99d\"], \"total_duration\": 100.0, \"total_sessions\": 3, \"mean_week_duration\": 0.565}, \"62703\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-05 06:11:41.000000+00:00\", \"2020-08-01 13:57:30.000000+00:00\"], \"session_ids\": [\"6210f291-8a57-4386-ad81-78a6b8f307fe\", \"3685eacb-1431-4877-ae03-505ad6285139\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 3.533}, \"67958\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-11-26 08:08:58.000000+00:00\", \"2021-06-01 03:03:39.000000+00:00\"], \"session_ids\": [\"a764d078-02b5-4920-a6fd-56bb4304f13e\", \"686fcc1b-e138-4d0f-8110-4a739549174a\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 1.063}, \"43834\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-09-30 05:47:52.000000+00:00\", \"2023-02-19 18:50:14.000000+00:00\", \"2022-12-27 08:18:05.000000+00:00\", \"2022-06-22 11:28:53.000000+00:00\", \"2019-05-22 08:57:14.000000+00:00\", \"2020-07-17 10:19:46.000000+00:00\"], \"session_ids\": [\"faf92b2e-5d2a-4c11-ba13-469389882591\", \"199d5d25-1884-4aff-9170-f1ddb2907115\", \"97e73726-4a28-4335-8ccd-a535e4e188f9\", \"102cfd44-59c0-4299-9c38-3134e0e2530b\", \"e4a8e7d5-0106-4b01-995d-df2885f521d1\", \"2b0e0068-e3de-4da6-9e66-f062e835a08f\"], \"total_duration\": 4215.0, \"total_sessions\": 6, \"mean_week_duration\": 21.505}, \"90688\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-01 02:12:05.000000+00:00\", \"2021-05-23 03:53:17.000000+00:00\", \"2022-10-12 04:03:18.000000+00:00\", \"2023-01-16 01:46:38.000000+00:00\", \"2020-10-25 20:38:15.000000+00:00\", \"2019-07-28 19:17:49.000000+00:00\", \"2019-06-19 09:08:55.000000+00:00\", \"2021-07-31 22:03:33.000000+00:00\"], \"session_ids\": [\"625d8fda-bd33-409d-b436-3cd06b3ce617\", \"b6d2c41a-a0a9-4791-843f-ca7bdbe9e03f\", \"2012d170-1d3e-4447-be98-f4f1676950e5\", \"b3ca7eb9-3790-4e80-9018-3b6318fa72d1\", \"8a30a976-a2de-44a2-9642-96ac053443e3\", \"09cf061c-518b-425f-9555-adb002ec5381\", \"31386265-22f6-423c-8d60-79025fe3010f\", \"44df6bbd-a1bd-4cb0-b7ba-0a7a6851ac15\"], \"total_duration\": 8694.0, \"total_sessions\": 8, \"mean_week_duration\": 46.492}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Seoul, Tegucigalpa, Mexico City, Panama City, Singapore City, Zurich, Prague, Moscow"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Seoul\", \"Tegucigalpa\", \"Mexico City\", \"Panama City\", \"Singapore City\", \"Zurich\", \"Prague\", \"Moscow\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84419\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-15 06:31:30.000000+00:00\", \"2021-02-24 14:00:11.000000+00:00\", \"2019-12-28 20:13:50.000000+00:00\"], \"session_ids\": [\"786da3ac-1f01-4dc3-9021-a387640e94da\", \"9fcb8c9b-80ce-439c-b25f-aeda3a8af014\", \"4fe844a8-c434-4b41-be3a-bb230417c99d\"], \"total_duration\": 100.0, \"total_sessions\": 3, \"mean_week_duration\": 0.565}, \"62703\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-05 06:11:41.000000+00:00\", \"2020-08-01 13:57:30.000000+00:00\"], \"session_ids\": [\"6210f291-8a57-4386-ad81-78a6b8f307fe\", \"3685eacb-1431-4877-ae03-505ad6285139\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 3.533}, \"67958\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-11-26 08:08:58.000000+00:00\", \"2021-06-01 03:03:39.000000+00:00\"], \"session_ids\": [\"a764d078-02b5-4920-a6fd-56bb4304f13e\", \"686fcc1b-e138-4d0f-8110-4a739549174a\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 1.063}}\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[{\"67958\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-11-26 08:08:58.000000+00:00\", \"2021-06-01 03:03:39.000000+00:00\"], \"session_ids\": [\"a764d078-02b5-4920-a6fd-56bb4304f13e\", \"686fcc1b-e138-4d0f-8110-4a739549174a\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 1.063}}, {\"84419\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-15 06:31:30.000000+00:00\", \"2021-02-24 14:00:11.000000+00:00\", \"2019-12-28 20:13:50.000000+00:00\"], \"session_ids\": [\"786da3ac-1f01-4dc3-9021-a387640e94da\", \"9fcb8c9b-80ce-439c-b25f-aeda3a8af014\", \"4fe844a8-c434-4b41-be3a-bb230417c99d\"], \"total_duration\": 100.0, \"total_sessions\": 3, \"mean_week_duration\": 0.565}}, {\"62703\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-05 06:11:41.000000+00:00\", \"2020-08-01 13:57:30.000000+00:00\"], \"session_ids\": [\"6210f291-8a57-4386-ad81-78a6b8f307fe\", \"3685eacb-1431-4877-ae03-505ad6285139\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 3.533}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"67958\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-11-26 08:08:58.000000+00:00\", \"2021-06-01 03:03:39.000000+00:00\"], \"session_ids\": [\"a764d078-02b5-4920-a6fd-56bb4304f13e\", \"686fcc1b-e138-4d0f-8110-4a739549174a\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 1.063}}, {\"84419\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-15 06:31:30.000000+00:00\", \"2021-02-24 14:00:11.000000+00:00\", \"2019-12-28 20:13:50.000000+00:00\"], \"session_ids\": [\"786da3ac-1f01-4dc3-9021-a387640e94da\", \"9fcb8c9b-80ce-439c-b25f-aeda3a8af014\", \"4fe844a8-c434-4b41-be3a-bb230417c99d\"], \"total_duration\": 100.0, \"total_sessions\": 3, \"mean_week_duration\": 0.565}}, {\"62703\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-05 06:11:41.000000+00:00\", \"2020-08-01 13:57:30.000000+00:00\"], \"session_ids\": [\"6210f291-8a57-4386-ad81-78a6b8f307fe\", \"3685eacb-1431-4877-ae03-505ad6285139\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 3.533}}]\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[{\"67958\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-11-26 08:08:58.000000+00:00\", \"2021-06-01 03:03:39.000000+00:00\"], \"session_ids\": [\"a764d078-02b5-4920-a6fd-56bb4304f13e\", \"686fcc1b-e138-4d0f-8110-4a739549174a\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 1.063}}, {\"84419\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-15 06:31:30.000000+00:00\", \"2021-02-24 14:00:11.000000+00:00\", \"2019-12-28 20:13:50.000000+00:00\"], \"session_ids\": [\"786da3ac-1f01-4dc3-9021-a387640e94da\", \"9fcb8c9b-80ce-439c-b25f-aeda3a8af014\", \"4fe844a8-c434-4b41-be3a-bb230417c99d\"], \"total_duration\": 100.0, \"total_sessions\": 3, \"mean_week_duration\": 0.565}}, {\"62703\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-01-05 06:11:41.000000+00:00\", \"2020-08-01 13:57:30.000000+00:00\"], \"session_ids\": [\"6210f291-8a57-4386-ad81-78a6b8f307fe\", \"3685eacb-1431-4877-ae03-505ad6285139\"], \"total_duration\": 265.0, \"total_sessions\": 2, \"mean_week_duration\": 3.533}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about users with a sessions summation that is higher than 5 and lower than 10, exclusive 10 , execute sorting by city name descendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"65888\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-03-20 23:55:15.000000+00:00\", \"2019-12-12 18:16:59.000000+00:00\"], \"session_ids\": [\"ad9ea0c9-8d8e-40fa-8523-841ac58714a3\", \"f3adbda8-6ee8-452b-9f8a-65edc87f3117\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 9.421}, \"61341\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-15 18:47:56.000000+00:00\", \"2022-02-20 19:25:51.000000+00:00\"], \"session_ids\": [\"c8c44d13-cef6-4da3-b8aa-994cf0568dd5\", \"1cdef821-8c73-481d-8602-95015fc139cb\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 2.155}, \"61667\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-02-28 01:18:08.000000+00:00\", \"2019-08-31 07:14:56.000000+00:00\", \"2022-02-17 01:12:37.000000+00:00\", \"2019-02-07 20:17:01.000000+00:00\"], \"session_ids\": [\"b8e92cf0-0660-4d87-910a-8f318e3e49e1\", \"8bd19f56-6630-4fcd-be6f-f2caf9c6e4ff\", \"ac2a646e-43d7-489f-a519-5bfd1153a914\", \"56ff63fa-349c-4cae-9ebb-0f92f17f9de6\"], \"total_duration\": 1366.0, \"total_sessions\": 4, \"mean_week_duration\": 8.646}, \"48931\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-05-27 02:41:23.000000+00:00\", \"2019-05-12 18:21:55.000000+00:00\", \"2021-06-08 16:55:08.000000+00:00\"], \"session_ids\": [\"4c0919e9-f7b7-40e1-a980-622dd0d3a2dd\", \"1a16e2d6-4b16-463d-bed8-3d7227837e8c\", \"8bc4c000-d8db-4a45-b5d0-1c22f52c49ad\"], \"total_duration\": 336.0, \"total_sessions\": 3, \"mean_week_duration\": 1.592}, \"60582\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-05-28 10:32:37.000000+00:00\", \"2019-09-30 17:49:57.000000+00:00\"], \"session_ids\": [\"e26341d2-0818-4d2b-b1bd-802c85a97398\", \"dafa1833-8b4d-4499-8415-5d819b314490\"], \"total_duration\": 239.0, \"total_sessions\": 2, \"mean_week_duration\": 1.251}, \"4125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-02-11 05:42:07.000000+00:00\", \"2019-05-29 05:16:05.000000+00:00\", \"2020-09-14 13:23:19.000000+00:00\", \"2022-12-18 22:44:40.000000+00:00\", \"2023-02-15 09:59:58.000000+00:00\", \"2020-08-23 00:58:41.000000+00:00\", \"2023-06-08 21:06:43.000000+00:00\"], \"session_ids\": [\"24820196-26db-4a96-a5a1-a5f6b52738df\", \"fa0b8025-dd4f-46eb-9c5a-bf91fe0301ac\", \"9be23ca0-6b2e-4051-8f58-8c55ba69aa50\", \"f95d6304-17ff-40fa-a502-0caea234de0f\", \"f3b68e3e-001c-4257-ac66-a6c400bd3f4e\", \"31b0731f-4c6c-44ab-be61-dba98d5c78ae\", \"b2394080-54ff-433a-91df-c4d5b41f4682\"], \"total_duration\": 7342.0, \"total_sessions\": 7, \"mean_week_duration\": 34.796}, \"19191\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-16 20:57:52.000000+00:00\", \"2020-01-17 11:33:20.000000+00:00\"], \"session_ids\": [\"850a8d6a-c2f6-4253-91a3-0aade8e43129\", \"9720e560-3060-4c52-8ae9-2511335e18ec\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 3.686}, \"70589\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-08 17:22:33.000000+00:00\", \"2022-01-02 05:50:58.000000+00:00\"], \"session_ids\": [\"e55d277b-0848-4418-b030-cd39388184b8\", \"00a1b115-e6bb-4b71-ba8e-097d3a43d23d\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.558}, \"40113\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-22 18:35:10.000000+00:00\", \"2021-06-20 17:32:32.000000+00:00\", \"2019-06-20 19:28:11.000000+00:00\", \"2022-07-12 12:39:59.000000+00:00\"], \"session_ids\": [\"ece46ca8-0bab-4eb5-a6d4-a5f0a6c31c2f\", \"f20114de-9a7f-43bf-b900-eaaf4d5e9878\", \"090c8be3-9efd-414d-adcb-b69fa4ded90b\", \"c0536005-f6eb-4fc1-8e92-c38688267d54\"], \"total_duration\": 155.0, \"total_sessions\": 4, \"mean_week_duration\": 0.923}, \"75026\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-09-12 18:09:06.000000+00:00\", \"2019-01-27 14:28:52.000000+00:00\"], \"session_ids\": [\"c708f5d2-5c39-4476-8661-47b1faffde5c\", \"83d1e3bb-91b0-4b3b-a4e9-a3f9a33b806e\"], \"total_duration\": 474.0, \"total_sessions\": 2, \"mean_week_duration\": 14.364}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 5 and are less than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[5, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"4125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-02-11 05:42:07.000000+00:00\", \"2019-05-29 05:16:05.000000+00:00\", \"2020-09-14 13:23:19.000000+00:00\", \"2022-12-18 22:44:40.000000+00:00\", \"2023-02-15 09:59:58.000000+00:00\", \"2020-08-23 00:58:41.000000+00:00\", \"2023-06-08 21:06:43.000000+00:00\"], \"session_ids\": [\"24820196-26db-4a96-a5a1-a5f6b52738df\", \"fa0b8025-dd4f-46eb-9c5a-bf91fe0301ac\", \"9be23ca0-6b2e-4051-8f58-8c55ba69aa50\", \"f95d6304-17ff-40fa-a502-0caea234de0f\", \"f3b68e3e-001c-4257-ac66-a6c400bd3f4e\", \"31b0731f-4c6c-44ab-be61-dba98d5c78ae\", \"b2394080-54ff-433a-91df-c4d5b41f4682\"], \"total_duration\": 7342.0, \"total_sessions\": 7, \"mean_week_duration\": 34.796}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"4125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-02-11 05:42:07.000000+00:00\", \"2019-05-29 05:16:05.000000+00:00\", \"2020-09-14 13:23:19.000000+00:00\", \"2022-12-18 22:44:40.000000+00:00\", \"2023-02-15 09:59:58.000000+00:00\", \"2020-08-23 00:58:41.000000+00:00\", \"2023-06-08 21:06:43.000000+00:00\"], \"session_ids\": [\"24820196-26db-4a96-a5a1-a5f6b52738df\", \"fa0b8025-dd4f-46eb-9c5a-bf91fe0301ac\", \"9be23ca0-6b2e-4051-8f58-8c55ba69aa50\", \"f95d6304-17ff-40fa-a502-0caea234de0f\", \"f3b68e3e-001c-4257-ac66-a6c400bd3f4e\", \"31b0731f-4c6c-44ab-be61-dba98d5c78ae\", \"b2394080-54ff-433a-91df-c4d5b41f4682\"], \"total_duration\": 7342.0, \"total_sessions\": 7, \"mean_week_duration\": 34.796}}]\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[{\"4125\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-02-11 05:42:07.000000+00:00\", \"2019-05-29 05:16:05.000000+00:00\", \"2020-09-14 13:23:19.000000+00:00\", \"2022-12-18 22:44:40.000000+00:00\", \"2023-02-15 09:59:58.000000+00:00\", \"2020-08-23 00:58:41.000000+00:00\", \"2023-06-08 21:06:43.000000+00:00\"], \"session_ids\": [\"24820196-26db-4a96-a5a1-a5f6b52738df\", \"fa0b8025-dd4f-46eb-9c5a-bf91fe0301ac\", \"9be23ca0-6b2e-4051-8f58-8c55ba69aa50\", \"f95d6304-17ff-40fa-a502-0caea234de0f\", \"f3b68e3e-001c-4257-ac66-a6c400bd3f4e\", \"31b0731f-4c6c-44ab-be61-dba98d5c78ae\", \"b2394080-54ff-433a-91df-c4d5b41f4682\"], \"total_duration\": 7342.0, \"total_sessions\": 7, \"mean_week_duration\": 34.796}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about users who have total sessoins count smaller than 7 and bigger than 3 , carry out sorting by number of sessions risingly as well as provide me only with 3 pieces of data."
}
] |
[
{
"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{\"20659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-29 03:16:00.000000+00:00\", \"2019-03-09 02:12:15.000000+00:00\", \"2023-01-15 14:01:21.000000+00:00\", \"2019-12-09 05:25:12.000000+00:00\"], \"session_ids\": [\"5edf5714-2ac2-47cd-83b7-1dfae64f8d6d\", \"ef26b91c-70be-4a92-8b03-64e8af12fc13\", \"f60dceef-e408-4d9d-adba-5985fd918cf5\", \"f0cc6d21-c8eb-4bf4-83cc-8f9acced676d\"], \"total_duration\": 822.0, \"total_sessions\": 4, \"mean_week_duration\": 4.069}, \"45540\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-02-11 21:40:21.000000+00:00\", \"2021-05-25 05:16:09.000000+00:00\", \"2019-09-18 03:17:26.000000+00:00\", \"2020-04-19 15:10:15.000000+00:00\", \"2022-09-16 11:58:42.000000+00:00\", \"2020-11-17 14:44:00.000000+00:00\"], \"session_ids\": [\"5f11f2be-a9f9-483b-baa0-658d105229f5\", \"2d3dac23-4837-4bb1-b872-c8a4ed498295\", \"39d0cc6b-d596-4d1c-9a31-87970211eee9\", \"cd2176a0-2152-4e99-ab70-fe548cf8fe67\", \"f6e51d06-ac63-489f-9e6d-bc46f9d635b4\", \"ba96b79d-5313-4f31-876e-f3ae899ff5f1\"], \"total_duration\": 1263.0, \"total_sessions\": 6, \"mean_week_duration\": 6.718}, \"5035\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-01-04 06:49:28.000000+00:00\", \"2019-06-11 01:57:57.000000+00:00\"], \"session_ids\": [\"0a25e624-9036-41ab-ba0e-54dde41a1417\", \"eb1b851a-fcff-462a-92cb-32ea86004305\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 8.0}, \"15778\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-30 02:35:09.000000+00:00\", \"2019-01-18 23:46:08.000000+00:00\"], \"session_ids\": [\"ca72a186-2700-4436-b2f4-0a920e854455\", \"5f4ea309-2082-47f7-8677-cf68fb35a909\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.186}, \"99328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-04 21:35:17.000000+00:00\", \"2022-02-04 07:25:22.000000+00:00\", \"2020-09-27 01:00:58.000000+00:00\", \"2020-01-29 15:49:12.000000+00:00\", \"2021-03-21 13:07:47.000000+00:00\", \"2019-02-05 15:00:30.000000+00:00\"], \"session_ids\": [\"d434fe16-289b-4cc0-a25b-3b22165bcb55\", \"169c5c3c-ed12-43f1-af49-d91864454dea\", \"428583ec-c3d6-484a-aa11-233b0a410475\", \"3969daa8-aa64-406c-96b2-6c06ff4e0d08\", \"f825cb65-130a-490f-8740-29585eaa3a3a\", \"aea0234d-de4f-433a-8111-04217ff5a8e8\"], \"total_duration\": 279.0, \"total_sessions\": 6, \"mean_week_duration\": 1.335}, \"15345\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2023-01-05 12:39:04.000000+00:00\", \"2020-10-07 06:08:43.000000+00:00\"], \"session_ids\": [\"3937cab8-670b-48e1-9363-e0a26297e824\", \"2bb86d98-00ed-4201-8d9d-3726b411c157\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.127}, \"69323\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-03-09 10:56:35.000000+00:00\", \"2023-01-24 02:59:46.000000+00:00\"], \"session_ids\": [\"6e6ef11e-52d2-424f-a5f5-9c36158263ad\", \"9c9d695b-f264-404c-aadc-47930aac5981\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.291}, \"54937\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-08-11 02:32:32.000000+00:00\", \"2022-06-24 02:59:43.000000+00:00\"], \"session_ids\": [\"bb75853f-5196-4882-aaad-5fd1815d6b8b\", \"42cb2852-2fbe-403c-9681-767b68d3d940\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 0.755}, \"89440\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-02-26 13:27:30.000000+00:00\", \"2019-02-26 11:07:34.000000+00:00\"], \"session_ids\": [\"918e06e4-1a17-4d5a-95ea-4cb6d6651a7e\", \"0e368652-7f52-4ef3-8731-00c7ef7c6c2d\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 49.0}, \"78190\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-08-08 03:32:29.000000+00:00\", \"2022-08-27 03:45:49.000000+00:00\"], \"session_ids\": [\"0c3e61f1-d138-4530-9abf-4a5a7ce22f6d\", \"a398a756-c3f8-4840-baf7-d7df0272b927\"], \"total_duration\": 303.0, \"total_sessions\": 2, \"mean_week_duration\": 2.832}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 3 and are equal or less than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[3, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-29 03:16:00.000000+00:00\", \"2019-03-09 02:12:15.000000+00:00\", \"2023-01-15 14:01:21.000000+00:00\", \"2019-12-09 05:25:12.000000+00:00\"], \"session_ids\": [\"5edf5714-2ac2-47cd-83b7-1dfae64f8d6d\", \"ef26b91c-70be-4a92-8b03-64e8af12fc13\", \"f60dceef-e408-4d9d-adba-5985fd918cf5\", \"f0cc6d21-c8eb-4bf4-83cc-8f9acced676d\"], \"total_duration\": 822.0, \"total_sessions\": 4, \"mean_week_duration\": 4.069}, \"45540\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-02-11 21:40:21.000000+00:00\", \"2021-05-25 05:16:09.000000+00:00\", \"2019-09-18 03:17:26.000000+00:00\", \"2020-04-19 15:10:15.000000+00:00\", \"2022-09-16 11:58:42.000000+00:00\", \"2020-11-17 14:44:00.000000+00:00\"], \"session_ids\": [\"5f11f2be-a9f9-483b-baa0-658d105229f5\", \"2d3dac23-4837-4bb1-b872-c8a4ed498295\", \"39d0cc6b-d596-4d1c-9a31-87970211eee9\", \"cd2176a0-2152-4e99-ab70-fe548cf8fe67\", \"f6e51d06-ac63-489f-9e6d-bc46f9d635b4\", \"ba96b79d-5313-4f31-876e-f3ae899ff5f1\"], \"total_duration\": 1263.0, \"total_sessions\": 6, \"mean_week_duration\": 6.718}, \"99328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-04 21:35:17.000000+00:00\", \"2022-02-04 07:25:22.000000+00:00\", \"2020-09-27 01:00:58.000000+00:00\", \"2020-01-29 15:49:12.000000+00:00\", \"2021-03-21 13:07:47.000000+00:00\", \"2019-02-05 15:00:30.000000+00:00\"], \"session_ids\": [\"d434fe16-289b-4cc0-a25b-3b22165bcb55\", \"169c5c3c-ed12-43f1-af49-d91864454dea\", \"428583ec-c3d6-484a-aa11-233b0a410475\", \"3969daa8-aa64-406c-96b2-6c06ff4e0d08\", \"f825cb65-130a-490f-8740-29585eaa3a3a\", \"aea0234d-de4f-433a-8111-04217ff5a8e8\"], \"total_duration\": 279.0, \"total_sessions\": 6, \"mean_week_duration\": 1.335}}\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[{\"20659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-29 03:16:00.000000+00:00\", \"2019-03-09 02:12:15.000000+00:00\", \"2023-01-15 14:01:21.000000+00:00\", \"2019-12-09 05:25:12.000000+00:00\"], \"session_ids\": [\"5edf5714-2ac2-47cd-83b7-1dfae64f8d6d\", \"ef26b91c-70be-4a92-8b03-64e8af12fc13\", \"f60dceef-e408-4d9d-adba-5985fd918cf5\", \"f0cc6d21-c8eb-4bf4-83cc-8f9acced676d\"], \"total_duration\": 822.0, \"total_sessions\": 4, \"mean_week_duration\": 4.069}}, {\"45540\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-02-11 21:40:21.000000+00:00\", \"2021-05-25 05:16:09.000000+00:00\", \"2019-09-18 03:17:26.000000+00:00\", \"2020-04-19 15:10:15.000000+00:00\", \"2022-09-16 11:58:42.000000+00:00\", \"2020-11-17 14:44:00.000000+00:00\"], \"session_ids\": [\"5f11f2be-a9f9-483b-baa0-658d105229f5\", \"2d3dac23-4837-4bb1-b872-c8a4ed498295\", \"39d0cc6b-d596-4d1c-9a31-87970211eee9\", \"cd2176a0-2152-4e99-ab70-fe548cf8fe67\", \"f6e51d06-ac63-489f-9e6d-bc46f9d635b4\", \"ba96b79d-5313-4f31-876e-f3ae899ff5f1\"], \"total_duration\": 1263.0, \"total_sessions\": 6, \"mean_week_duration\": 6.718}}, {\"99328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-04 21:35:17.000000+00:00\", \"2022-02-04 07:25:22.000000+00:00\", \"2020-09-27 01:00:58.000000+00:00\", \"2020-01-29 15:49:12.000000+00:00\", \"2021-03-21 13:07:47.000000+00:00\", \"2019-02-05 15:00:30.000000+00:00\"], \"session_ids\": [\"d434fe16-289b-4cc0-a25b-3b22165bcb55\", \"169c5c3c-ed12-43f1-af49-d91864454dea\", \"428583ec-c3d6-484a-aa11-233b0a410475\", \"3969daa8-aa64-406c-96b2-6c06ff4e0d08\", \"f825cb65-130a-490f-8740-29585eaa3a3a\", \"aea0234d-de4f-433a-8111-04217ff5a8e8\"], \"total_duration\": 279.0, \"total_sessions\": 6, \"mean_week_duration\": 1.335}}]\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[{\"20659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-29 03:16:00.000000+00:00\", \"2019-03-09 02:12:15.000000+00:00\", \"2023-01-15 14:01:21.000000+00:00\", \"2019-12-09 05:25:12.000000+00:00\"], \"session_ids\": [\"5edf5714-2ac2-47cd-83b7-1dfae64f8d6d\", \"ef26b91c-70be-4a92-8b03-64e8af12fc13\", \"f60dceef-e408-4d9d-adba-5985fd918cf5\", \"f0cc6d21-c8eb-4bf4-83cc-8f9acced676d\"], \"total_duration\": 822.0, \"total_sessions\": 4, \"mean_week_duration\": 4.069}}, {\"45540\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-02-11 21:40:21.000000+00:00\", \"2021-05-25 05:16:09.000000+00:00\", \"2019-09-18 03:17:26.000000+00:00\", \"2020-04-19 15:10:15.000000+00:00\", \"2022-09-16 11:58:42.000000+00:00\", \"2020-11-17 14:44:00.000000+00:00\"], \"session_ids\": [\"5f11f2be-a9f9-483b-baa0-658d105229f5\", \"2d3dac23-4837-4bb1-b872-c8a4ed498295\", \"39d0cc6b-d596-4d1c-9a31-87970211eee9\", \"cd2176a0-2152-4e99-ab70-fe548cf8fe67\", \"f6e51d06-ac63-489f-9e6d-bc46f9d635b4\", \"ba96b79d-5313-4f31-876e-f3ae899ff5f1\"], \"total_duration\": 1263.0, \"total_sessions\": 6, \"mean_week_duration\": 6.718}}, {\"99328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-04 21:35:17.000000+00:00\", \"2022-02-04 07:25:22.000000+00:00\", \"2020-09-27 01:00:58.000000+00:00\", \"2020-01-29 15:49:12.000000+00:00\", \"2021-03-21 13:07:47.000000+00:00\", \"2019-02-05 15:00:30.000000+00:00\"], \"session_ids\": [\"d434fe16-289b-4cc0-a25b-3b22165bcb55\", \"169c5c3c-ed12-43f1-af49-d91864454dea\", \"428583ec-c3d6-484a-aa11-233b0a410475\", \"3969daa8-aa64-406c-96b2-6c06ff4e0d08\", \"f825cb65-130a-490f-8740-29585eaa3a3a\", \"aea0234d-de4f-433a-8111-04217ff5a8e8\"], \"total_duration\": 279.0, \"total_sessions\": 6, \"mean_week_duration\": 1.335}}]\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[{\"20659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-29 03:16:00.000000+00:00\", \"2019-03-09 02:12:15.000000+00:00\", \"2023-01-15 14:01:21.000000+00:00\", \"2019-12-09 05:25:12.000000+00:00\"], \"session_ids\": [\"5edf5714-2ac2-47cd-83b7-1dfae64f8d6d\", \"ef26b91c-70be-4a92-8b03-64e8af12fc13\", \"f60dceef-e408-4d9d-adba-5985fd918cf5\", \"f0cc6d21-c8eb-4bf4-83cc-8f9acced676d\"], \"total_duration\": 822.0, \"total_sessions\": 4, \"mean_week_duration\": 4.069}}, {\"45540\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2019-02-11 21:40:21.000000+00:00\", \"2021-05-25 05:16:09.000000+00:00\", \"2019-09-18 03:17:26.000000+00:00\", \"2020-04-19 15:10:15.000000+00:00\", \"2022-09-16 11:58:42.000000+00:00\", \"2020-11-17 14:44:00.000000+00:00\"], \"session_ids\": [\"5f11f2be-a9f9-483b-baa0-658d105229f5\", \"2d3dac23-4837-4bb1-b872-c8a4ed498295\", \"39d0cc6b-d596-4d1c-9a31-87970211eee9\", \"cd2176a0-2152-4e99-ab70-fe548cf8fe67\", \"f6e51d06-ac63-489f-9e6d-bc46f9d635b4\", \"ba96b79d-5313-4f31-876e-f3ae899ff5f1\"], \"total_duration\": 1263.0, \"total_sessions\": 6, \"mean_week_duration\": 6.718}}, {\"99328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-04 21:35:17.000000+00:00\", \"2022-02-04 07:25:22.000000+00:00\", \"2020-09-27 01:00:58.000000+00:00\", \"2020-01-29 15:49:12.000000+00:00\", \"2021-03-21 13:07:47.000000+00:00\", \"2019-02-05 15:00:30.000000+00:00\"], \"session_ids\": [\"d434fe16-289b-4cc0-a25b-3b22165bcb55\", \"169c5c3c-ed12-43f1-af49-d91864454dea\", \"428583ec-c3d6-484a-aa11-233b0a410475\", \"3969daa8-aa64-406c-96b2-6c06ff4e0d08\", \"f825cb65-130a-490f-8740-29585eaa3a3a\", \"aea0234d-de4f-433a-8111-04217ff5a8e8\"], \"total_duration\": 279.0, \"total_sessions\": 6, \"mean_week_duration\": 1.335}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about user who doesn't belong to city Beijing as well as implement sorting by sessions summation in ascending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"24317\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-24 15:47:22.000000+00:00\", \"2019-05-19 15:30:23.000000+00:00\", \"2022-07-08 11:20:10.000000+00:00\"], \"session_ids\": [\"b13ed578-5ba4-4587-a813-00f426c63b16\", \"12a496ba-6a32-44a8-8532-59eaf9978d51\", \"ad961a8d-6972-405b-9a4d-9c0a18af926f\"], \"total_duration\": 575.0, \"total_sessions\": 3, \"mean_week_duration\": 3.506}, \"66863\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-11-16 12:48:18.000000+00:00\", \"2022-10-31 14:55:11.000000+00:00\"], \"session_ids\": [\"09bb4607-66bf-4235-bb00-db006b2a8800\", \"160b044e-aa69-472b-a203-4dde975679c5\"], \"total_duration\": 149.0, \"total_sessions\": 2, \"mean_week_duration\": 1.461}, \"14971\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-23 11:08:28.000000+00:00\", \"2023-06-13 12:25:21.000000+00:00\", \"2020-03-30 00:53:26.000000+00:00\", \"2022-01-22 16:32:18.000000+00:00\", \"2022-09-06 23:11:32.000000+00:00\", \"2019-10-15 12:39:55.000000+00:00\", \"2022-08-17 06:41:25.000000+00:00\", \"2021-02-22 17:20:54.000000+00:00\"], \"session_ids\": [\"db1d9e5e-eafb-4bba-8708-39653c29a29e\", \"9a150dca-d132-44c3-a1a7-3a7048935b37\", \"f28ac6f3-4efe-4939-830d-6fd511bcdfda\", \"df00626a-c790-4ce7-ab28-22a3f4024ee8\", \"de006b99-4b64-4b55-9440-ba65920e25ec\", \"c43d0d65-7153-4b50-a0d5-a04803794d9f\", \"8ffc5841-57b9-403d-9fde-baaf771267fa\", \"2d4b070b-d03f-46df-9a29-69458512a48c\"], \"total_duration\": 832.0, \"total_sessions\": 8, \"mean_week_duration\": 4.356}, \"25174\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-07-15 01:25:11.000000+00:00\", \"2023-01-27 07:15:57.000000+00:00\"], \"session_ids\": [\"aef6187c-4f21-4ed2-bc5c-3c297e586ab9\", \"b81eb379-e41d-4341-9f9e-2d3df7bd7b69\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.782}, \"72935\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-05-02 09:02:53.000000+00:00\", \"2020-12-18 10:00:15.000000+00:00\"], \"session_ids\": [\"10661750-4e22-4f98-a793-239692d485e6\", \"fe0e9e3e-7636-4c41-bbc8-ba3992f43d40\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 1.698}, \"85559\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-29 04:51:41.000000+00:00\", \"2023-06-09 15:10:12.000000+00:00\"], \"session_ids\": [\"1c16451f-1e4f-4570-a7ee-f583319938db\", \"bc0f742e-ee32-4841-9474-0bb181991ce7\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.632}, \"51297\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-02-16 11:03:04.000000+00:00\", \"2021-10-18 15:33:08.000000+00:00\"], \"session_ids\": [\"a243e3c2-b767-44c8-a096-68790aa37768\", \"8b08ecef-8ed9-4bc2-a75f-598d1bb23675\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 5.778}, \"93418\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-09 00:29:59.000000+00:00\", \"2020-11-21 00:05:44.000000+00:00\"], \"session_ids\": [\"008b8386-bf33-462a-831d-c9e9334f8c3b\", \"c17386ae-ed42-4d66-a38a-78067237d3c0\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 11.893}, \"86481\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-17 15:50:35.000000+00:00\", \"2021-01-26 19:00:19.000000+00:00\", \"2019-05-01 13:54:25.000000+00:00\", \"2019-02-03 16:11:52.000000+00:00\", \"2020-12-20 18:56:40.000000+00:00\", \"2022-08-20 15:43:08.000000+00:00\"], \"session_ids\": [\"aaba9c8a-9228-4463-b30f-420dcaad89b7\", \"8384bdac-478e-49f7-9c7b-96052cd6e833\", \"1850230d-06e7-45cf-81bf-6f30bd8724c2\", \"762fb503-1817-4caf-8500-8fc82d68c522\", \"4c0f4a51-d6bb-4182-bd84-5ef229530384\", \"8dcf9a30-bba5-42b7-951d-f16b42dffa7f\"], \"total_duration\": 124.0, \"total_sessions\": 6, \"mean_week_duration\": 0.67}, \"79935\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-19 02:08:20.000000+00:00\", \"2020-09-07 23:23:53.000000+00:00\", \"2020-06-30 04:37:54.000000+00:00\", \"2021-09-29 00:25:36.000000+00:00\", \"2020-11-02 00:40:48.000000+00:00\"], \"session_ids\": [\"01a9445e-c83e-40b5-a310-1e9b6e016461\", \"5da5a1eb-30e5-464b-b60c-34b96b7c9d22\", \"75b62958-2c5a-4c21-ad79-e0d88f624692\", \"1c189f0d-6485-4b97-904b-b0ea73267c77\", \"473288a4-b974-45b5-b681-f281ef7afa3e\"], \"total_duration\": 297.0, \"total_sessions\": 5, \"mean_week_duration\": 1.967}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not Beijing"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Beijing\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"24317\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-24 15:47:22.000000+00:00\", \"2019-05-19 15:30:23.000000+00:00\", \"2022-07-08 11:20:10.000000+00:00\"], \"session_ids\": [\"b13ed578-5ba4-4587-a813-00f426c63b16\", \"12a496ba-6a32-44a8-8532-59eaf9978d51\", \"ad961a8d-6972-405b-9a4d-9c0a18af926f\"], \"total_duration\": 575.0, \"total_sessions\": 3, \"mean_week_duration\": 3.506}, \"66863\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-11-16 12:48:18.000000+00:00\", \"2022-10-31 14:55:11.000000+00:00\"], \"session_ids\": [\"09bb4607-66bf-4235-bb00-db006b2a8800\", \"160b044e-aa69-472b-a203-4dde975679c5\"], \"total_duration\": 149.0, \"total_sessions\": 2, \"mean_week_duration\": 1.461}, \"14971\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-23 11:08:28.000000+00:00\", \"2023-06-13 12:25:21.000000+00:00\", \"2020-03-30 00:53:26.000000+00:00\", \"2022-01-22 16:32:18.000000+00:00\", \"2022-09-06 23:11:32.000000+00:00\", \"2019-10-15 12:39:55.000000+00:00\", \"2022-08-17 06:41:25.000000+00:00\", \"2021-02-22 17:20:54.000000+00:00\"], \"session_ids\": [\"db1d9e5e-eafb-4bba-8708-39653c29a29e\", \"9a150dca-d132-44c3-a1a7-3a7048935b37\", \"f28ac6f3-4efe-4939-830d-6fd511bcdfda\", \"df00626a-c790-4ce7-ab28-22a3f4024ee8\", \"de006b99-4b64-4b55-9440-ba65920e25ec\", \"c43d0d65-7153-4b50-a0d5-a04803794d9f\", \"8ffc5841-57b9-403d-9fde-baaf771267fa\", \"2d4b070b-d03f-46df-9a29-69458512a48c\"], \"total_duration\": 832.0, \"total_sessions\": 8, \"mean_week_duration\": 4.356}, \"25174\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-07-15 01:25:11.000000+00:00\", \"2023-01-27 07:15:57.000000+00:00\"], \"session_ids\": [\"aef6187c-4f21-4ed2-bc5c-3c297e586ab9\", \"b81eb379-e41d-4341-9f9e-2d3df7bd7b69\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.782}, \"72935\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-05-02 09:02:53.000000+00:00\", \"2020-12-18 10:00:15.000000+00:00\"], \"session_ids\": [\"10661750-4e22-4f98-a793-239692d485e6\", \"fe0e9e3e-7636-4c41-bbc8-ba3992f43d40\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 1.698}, \"85559\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-29 04:51:41.000000+00:00\", \"2023-06-09 15:10:12.000000+00:00\"], \"session_ids\": [\"1c16451f-1e4f-4570-a7ee-f583319938db\", \"bc0f742e-ee32-4841-9474-0bb181991ce7\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.632}, \"51297\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-02-16 11:03:04.000000+00:00\", \"2021-10-18 15:33:08.000000+00:00\"], \"session_ids\": [\"a243e3c2-b767-44c8-a096-68790aa37768\", \"8b08ecef-8ed9-4bc2-a75f-598d1bb23675\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 5.778}, \"93418\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-09 00:29:59.000000+00:00\", \"2020-11-21 00:05:44.000000+00:00\"], \"session_ids\": [\"008b8386-bf33-462a-831d-c9e9334f8c3b\", \"c17386ae-ed42-4d66-a38a-78067237d3c0\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 11.893}, \"86481\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-17 15:50:35.000000+00:00\", \"2021-01-26 19:00:19.000000+00:00\", \"2019-05-01 13:54:25.000000+00:00\", \"2019-02-03 16:11:52.000000+00:00\", \"2020-12-20 18:56:40.000000+00:00\", \"2022-08-20 15:43:08.000000+00:00\"], \"session_ids\": [\"aaba9c8a-9228-4463-b30f-420dcaad89b7\", \"8384bdac-478e-49f7-9c7b-96052cd6e833\", \"1850230d-06e7-45cf-81bf-6f30bd8724c2\", \"762fb503-1817-4caf-8500-8fc82d68c522\", \"4c0f4a51-d6bb-4182-bd84-5ef229530384\", \"8dcf9a30-bba5-42b7-951d-f16b42dffa7f\"], \"total_duration\": 124.0, \"total_sessions\": 6, \"mean_week_duration\": 0.67}, \"79935\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-19 02:08:20.000000+00:00\", \"2020-09-07 23:23:53.000000+00:00\", \"2020-06-30 04:37:54.000000+00:00\", \"2021-09-29 00:25:36.000000+00:00\", \"2020-11-02 00:40:48.000000+00:00\"], \"session_ids\": [\"01a9445e-c83e-40b5-a310-1e9b6e016461\", \"5da5a1eb-30e5-464b-b60c-34b96b7c9d22\", \"75b62958-2c5a-4c21-ad79-e0d88f624692\", \"1c189f0d-6485-4b97-904b-b0ea73267c77\", \"473288a4-b974-45b5-b681-f281ef7afa3e\"], \"total_duration\": 297.0, \"total_sessions\": 5, \"mean_week_duration\": 1.967}}\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[{\"66863\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-11-16 12:48:18.000000+00:00\", \"2022-10-31 14:55:11.000000+00:00\"], \"session_ids\": [\"09bb4607-66bf-4235-bb00-db006b2a8800\", \"160b044e-aa69-472b-a203-4dde975679c5\"], \"total_duration\": 149.0, \"total_sessions\": 2, \"mean_week_duration\": 1.461}}, {\"25174\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-07-15 01:25:11.000000+00:00\", \"2023-01-27 07:15:57.000000+00:00\"], \"session_ids\": [\"aef6187c-4f21-4ed2-bc5c-3c297e586ab9\", \"b81eb379-e41d-4341-9f9e-2d3df7bd7b69\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.782}}, {\"72935\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-05-02 09:02:53.000000+00:00\", \"2020-12-18 10:00:15.000000+00:00\"], \"session_ids\": [\"10661750-4e22-4f98-a793-239692d485e6\", \"fe0e9e3e-7636-4c41-bbc8-ba3992f43d40\"], \"total_duration\": 146.0, \"total_sessions\": 2, \"mean_week_duration\": 1.698}}, {\"85559\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-29 04:51:41.000000+00:00\", \"2023-06-09 15:10:12.000000+00:00\"], \"session_ids\": [\"1c16451f-1e4f-4570-a7ee-f583319938db\", \"bc0f742e-ee32-4841-9474-0bb181991ce7\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 0.632}}, {\"51297\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-02-16 11:03:04.000000+00:00\", \"2021-10-18 15:33:08.000000+00:00\"], \"session_ids\": [\"a243e3c2-b767-44c8-a096-68790aa37768\", \"8b08ecef-8ed9-4bc2-a75f-598d1bb23675\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 5.778}}, {\"93418\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-05-09 00:29:59.000000+00:00\", \"2020-11-21 00:05:44.000000+00:00\"], \"session_ids\": [\"008b8386-bf33-462a-831d-c9e9334f8c3b\", \"c17386ae-ed42-4d66-a38a-78067237d3c0\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 11.893}}, {\"24317\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-24 15:47:22.000000+00:00\", \"2019-05-19 15:30:23.000000+00:00\", \"2022-07-08 11:20:10.000000+00:00\"], \"session_ids\": [\"b13ed578-5ba4-4587-a813-00f426c63b16\", \"12a496ba-6a32-44a8-8532-59eaf9978d51\", \"ad961a8d-6972-405b-9a4d-9c0a18af926f\"], \"total_duration\": 575.0, \"total_sessions\": 3, \"mean_week_duration\": 3.506}}, {\"79935\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-05-19 02:08:20.000000+00:00\", \"2020-09-07 23:23:53.000000+00:00\", \"2020-06-30 04:37:54.000000+00:00\", \"2021-09-29 00:25:36.000000+00:00\", \"2020-11-02 00:40:48.000000+00:00\"], \"session_ids\": [\"01a9445e-c83e-40b5-a310-1e9b6e016461\", \"5da5a1eb-30e5-464b-b60c-34b96b7c9d22\", \"75b62958-2c5a-4c21-ad79-e0d88f624692\", \"1c189f0d-6485-4b97-904b-b0ea73267c77\", \"473288a4-b974-45b5-b681-f281ef7afa3e\"], \"total_duration\": 297.0, \"total_sessions\": 5, \"mean_week_duration\": 1.967}}, {\"86481\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-12-17 15:50:35.000000+00:00\", \"2021-01-26 19:00:19.000000+00:00\", \"2019-05-01 13:54:25.000000+00:00\", \"2019-02-03 16:11:52.000000+00:00\", \"2020-12-20 18:56:40.000000+00:00\", \"2022-08-20 15:43:08.000000+00:00\"], \"session_ids\": [\"aaba9c8a-9228-4463-b30f-420dcaad89b7\", \"8384bdac-478e-49f7-9c7b-96052cd6e833\", \"1850230d-06e7-45cf-81bf-6f30bd8724c2\", \"762fb503-1817-4caf-8500-8fc82d68c522\", \"4c0f4a51-d6bb-4182-bd84-5ef229530384\", \"8dcf9a30-bba5-42b7-951d-f16b42dffa7f\"], \"total_duration\": 124.0, \"total_sessions\": 6, \"mean_week_duration\": 0.67}}, {\"14971\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-05-23 11:08:28.000000+00:00\", \"2023-06-13 12:25:21.000000+00:00\", \"2020-03-30 00:53:26.000000+00:00\", \"2022-01-22 16:32:18.000000+00:00\", \"2022-09-06 23:11:32.000000+00:00\", \"2019-10-15 12:39:55.000000+00:00\", \"2022-08-17 06:41:25.000000+00:00\", \"2021-02-22 17:20:54.000000+00:00\"], \"session_ids\": [\"db1d9e5e-eafb-4bba-8708-39653c29a29e\", \"9a150dca-d132-44c3-a1a7-3a7048935b37\", \"f28ac6f3-4efe-4939-830d-6fd511bcdfda\", \"df00626a-c790-4ce7-ab28-22a3f4024ee8\", \"de006b99-4b64-4b55-9440-ba65920e25ec\", \"c43d0d65-7153-4b50-a0d5-a04803794d9f\", \"8ffc5841-57b9-403d-9fde-baaf771267fa\", \"2d4b070b-d03f-46df-9a29-69458512a48c\"], \"total_duration\": 832.0, \"total_sessions\": 8, \"mean_week_duration\": 4.356}}]\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[{\"66863\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-11-16 12:48:18.000000+00:00\", \"2022-10-31 14:55:11.000000+00:00\"], \"session_ids\": [\"09bb4607-66bf-4235-bb00-db006b2a8800\", \"160b044e-aa69-472b-a203-4dde975679c5\"], \"total_duration\": 149.0, \"total_sessions\": 2, \"mean_week_duration\": 1.461}}]\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[{\"66863\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-11-16 12:48:18.000000+00:00\", \"2022-10-31 14:55:11.000000+00:00\"], \"session_ids\": [\"09bb4607-66bf-4235-bb00-db006b2a8800\", \"160b044e-aa69-472b-a203-4dde975679c5\"], \"total_duration\": 149.0, \"total_sessions\": 2, \"mean_week_duration\": 1.461}}]\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 3 users who are top users based on time spent on the site per week , sort by total duration in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53045\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-31 00:20:58.000000+00:00\", \"2019-11-11 01:25:21.000000+00:00\", \"2020-11-04 15:48:22.000000+00:00\", \"2022-05-12 09:53:33.000000+00:00\"], \"session_ids\": [\"a2f6f43c-cea9-42d4-9ea6-fe7a824a4eaa\", \"c44e7676-396d-44bd-9a75-b19fb6b61f59\", \"fa82c710-e460-4f3a-b23b-e8eb7a92cbc4\", \"af021e87-f855-4cac-a22b-b1aa89c6dd79\"], \"total_duration\": 627.0, \"total_sessions\": 4, \"mean_week_duration\": 4.045}, \"3463\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-07-31 13:04:10.000000+00:00\", \"2021-12-21 11:59:04.000000+00:00\", \"2020-10-31 15:12:57.000000+00:00\"], \"session_ids\": [\"9355bbba-a9c4-4e3d-9a15-5166f4ce3bd8\", \"45b32f03-e5e3-4984-91e8-b269fb64f946\", \"4dd34a66-7a9e-4b50-87fb-9d65c2c4fa7d\"], \"total_duration\": 123.0, \"total_sessions\": 3, \"mean_week_duration\": 1.352}, \"73925\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-05-10 05:45:08.000000+00:00\", \"2020-06-27 01:10:42.000000+00:00\", \"2022-03-30 11:45:44.000000+00:00\", \"2020-05-07 16:49:33.000000+00:00\", \"2021-09-03 14:31:16.000000+00:00\", \"2022-10-26 04:15:09.000000+00:00\"], \"session_ids\": [\"d368f0d5-4862-444b-b328-b1e46a9eeb33\", \"001efa7e-84cd-4f36-bcc6-2c64f0483f10\", \"216f70c1-cca8-4cb2-8e14-b988d42dcec6\", \"d42e1f61-5b24-4433-a985-b87e1b46a8b1\", \"ee5d1254-f47f-4077-ba07-f301a58a33cf\", \"97ac73b2-829c-4188-a7d5-013b63dd61fd\"], \"total_duration\": 246.0, \"total_sessions\": 6, \"mean_week_duration\": 1.907}, \"4961\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-10 01:46:08.000000+00:00\", \"2020-11-19 23:00:41.000000+00:00\", \"2020-07-19 23:54:51.000000+00:00\", \"2019-07-04 06:04:16.000000+00:00\", \"2023-05-29 18:25:25.000000+00:00\", \"2023-02-08 03:13:07.000000+00:00\"], \"session_ids\": [\"bd552a55-23cb-42f5-987a-271e85876d46\", \"3746e345-bdf3-4d06-9c89-76aaca44a824\", \"16f71fb8-4c38-4670-9de3-d2e35b2fba38\", \"646e4615-1152-4cb6-9c67-b876f7d5e360\", \"47da35c6-f476-47ea-80c2-ba809516afbf\", \"752a505e-fe96-40fb-90c7-9639188a7694\"], \"total_duration\": 361.0, \"total_sessions\": 6, \"mean_week_duration\": 1.77}, \"83520\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-10-20 00:47:01.000000+00:00\", \"2020-01-31 00:44:18.000000+00:00\"], \"session_ids\": [\"05d966f2-b1b0-4d68-b6aa-a7bd8051fe5e\", \"81355fe9-1399-45f5-a899-1b27f208fa83\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 6.553}, \"63481\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-20 12:14:14.000000+00:00\", \"2023-06-17 20:05:30.000000+00:00\"], \"session_ids\": [\"cfe27cb1-fc99-4046-8499-4115ee2721be\", \"9de3c53c-216a-4082-89f7-49b81f32a296\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 5.193}, \"81574\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-07 00:54:36.000000+00:00\", \"2023-05-13 11:54:19.000000+00:00\"], \"session_ids\": [\"6bcb0085-4a22-446b-8d89-4ff96a84c794\", \"e400e0c3-299b-4891-bc49-519e5d82d6a8\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 4.552}, \"94168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2023-05-18 02:16:03.000000+00:00\", \"2021-02-17 20:42:00.000000+00:00\"], \"session_ids\": [\"8e9791ed-c34b-4280-9022-e8686e176925\", \"7da2cbc9-b76c-4fbb-b18a-b75c48d85dd2\"], \"total_duration\": 348.0, \"total_sessions\": 2, \"mean_week_duration\": 2.974}, \"24195\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-09-12 03:07:11.000000+00:00\", \"2019-05-11 19:36:20.000000+00:00\"], \"session_ids\": [\"1ec54472-3a19-46fd-a072-465235861f3f\", \"13420a1b-c3ac-4967-b7d8-0daa38bc5215\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.474}, \"10747\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-12-05 00:15:17.000000+00:00\", \"2020-02-13 01:37:16.000000+00:00\"], \"session_ids\": [\"6285b73f-a6e3-444b-a8d9-bb81c0d1d87d\", \"e9b97b11-60ae-4a75-91b7-484247543a0c\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 24.7}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 3 mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": true, \"quant_to_remain\": 3}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10747\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-12-05 00:15:17.000000+00:00\", \"2020-02-13 01:37:16.000000+00:00\"], \"session_ids\": [\"6285b73f-a6e3-444b-a8d9-bb81c0d1d87d\", \"e9b97b11-60ae-4a75-91b7-484247543a0c\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 24.7}}, {\"83520\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-10-20 00:47:01.000000+00:00\", \"2020-01-31 00:44:18.000000+00:00\"], \"session_ids\": [\"05d966f2-b1b0-4d68-b6aa-a7bd8051fe5e\", \"81355fe9-1399-45f5-a899-1b27f208fa83\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 6.553}}, {\"63481\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-20 12:14:14.000000+00:00\", \"2023-06-17 20:05:30.000000+00:00\"], \"session_ids\": [\"cfe27cb1-fc99-4046-8499-4115ee2721be\", \"9de3c53c-216a-4082-89f7-49b81f32a296\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 5.193}}]\n```\n"
}
] |
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