conversations
list |
|---|
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 6 users who are residents of city Oslo also execute sorting by median of duration of sessions per week ascendingly."
}
] |
[
{
"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{\"85919\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-10 15:17:45.000000+00:00\", \"2019-03-05 14:11:23.000000+00:00\", \"2019-12-29 01:13:22.000000+00:00\", \"2021-10-30 18:14:16.000000+00:00\", \"2019-07-20 23:27:07.000000+00:00\", \"2022-06-19 15:17:02.000000+00:00\"], \"session_ids\": [\"d300d015-e49a-4336-954b-71b8fffca848\", \"06f02661-28e6-48a1-ad4f-fc80708ff0ae\", \"685bc771-25ab-49f8-9bc3-599de18a54fc\", \"931074d1-77f2-4a30-947f-b0b57382e559\", \"f784d2d2-fcd0-4a9a-b01d-c12b051a41dc\", \"d2d1bc38-4495-4271-a3ef-688218b9a222\"], \"total_duration\": 5877.0, \"total_sessions\": 6, \"mean_week_duration\": 34.169}, \"36518\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-05-18 17:48:16.000000+00:00\", \"2020-03-15 06:35:48.000000+00:00\"], \"session_ids\": [\"8655eb8a-5f74-4730-8792-9d983a4c775f\", \"6ea39321-3ca8-4247-8769-83f45313a8d5\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 1.702}, \"86611\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-04-19 01:48:06.000000+00:00\", \"2021-04-03 15:40:21.000000+00:00\"], \"session_ids\": [\"8f5ee3aa-ace9-4da9-a960-f1f31bf7434d\", \"da30a58d-765e-4407-a25e-174631d90da2\"], \"total_duration\": 359.0, \"total_sessions\": 2, \"mean_week_duration\": 119.667}, \"91516\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-12-29 12:31:15.000000+00:00\", \"2022-10-18 19:07:50.000000+00:00\", \"2023-03-01 10:01:51.000000+00:00\"], \"session_ids\": [\"645f831b-50ac-467f-b4d7-ee649e42bbdc\", \"e9d04150-3574-40aa-99fc-0be5cca48f10\", \"05757b2f-f0a3-49af-b9db-14139b032ae8\"], \"total_duration\": 413.0, \"total_sessions\": 3, \"mean_week_duration\": 3.655}, \"67212\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-05-18 15:38:41.000000+00:00\", \"2021-10-04 22:54:29.000000+00:00\", \"2022-04-29 09:45:21.000000+00:00\", \"2019-06-21 13:46:09.000000+00:00\", \"2022-04-05 03:53:36.000000+00:00\", \"2019-07-05 11:49:33.000000+00:00\", \"2023-05-14 15:50:44.000000+00:00\", \"2020-03-25 01:41:45.000000+00:00\", \"2020-04-01 13:40:32.000000+00:00\", \"2020-01-22 05:05:56.000000+00:00\"], \"session_ids\": [\"80b07e25-242d-4d65-892a-70fe24c483a5\", \"d74c8ca0-40cb-492f-b443-e6b493ecfbac\", \"89a4f134-57f0-4212-ba62-d41cdd5e2c07\", \"9d4cfe3b-1e67-4bea-b864-6c3d13f7d0fe\", \"e06d1413-172c-4b19-b57b-298910c62861\", \"2309e903-b24c-497e-b26b-2f86c0898ea7\", \"bae82749-6dd4-458c-b3a6-a60605fa3ea0\", \"aadf1377-53eb-4932-86b1-8788fa8fdfdb\", \"0c28049e-14bf-4ed5-96dd-170738daecd1\", \"80a15f22-34f6-4a38-8a43-47e0461fe6ef\"], \"total_duration\": 154.0, \"total_sessions\": 10, \"mean_week_duration\": 0.755}, \"57133\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-02-12 14:13:50.000000+00:00\", \"2020-07-07 16:08:50.000000+00:00\", \"2021-06-16 01:17:13.000000+00:00\", \"2023-06-18 21:10:13.000000+00:00\", \"2022-08-12 06:34:26.000000+00:00\", \"2020-01-22 01:02:32.000000+00:00\", \"2021-07-15 10:22:55.000000+00:00\", \"2021-06-13 14:04:56.000000+00:00\", \"2019-11-14 06:37:50.000000+00:00\"], \"session_ids\": [\"debde1de-3e71-4d5e-ae4a-eaf088f4f2fc\", \"9ef3bd96-46ec-4df6-96c8-422a8aa7aefe\", \"3907dc67-0a13-43e8-83d2-164bef4f9bfb\", \"06ef0e62-6136-4ca0-90df-355478095de5\", \"d2c9b61d-c080-4799-9301-e2690ab74cd1\", \"66fcbaa2-3711-4ede-a21d-056c3dbb82ac\", \"26839b09-2e17-4bd6-a769-711871c1a04a\", \"80865f0f-b6b2-4486-9120-7ff26f0600f9\", \"c35ac178-92b6-4015-8c18-4e245a564e1e\"], \"total_duration\": 20511.0, \"total_sessions\": 9, \"mean_week_duration\": 109.101}, \"94564\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-05 12:34:22.000000+00:00\", \"2019-11-03 18:01:40.000000+00:00\"], \"session_ids\": [\"d86a7821-6f22-4351-b1ed-25a0a665ddfe\", \"c470cebb-7319-4c23-9c49-257edcdbfeeb\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 3.857}, \"69568\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-10 23:26:45.000000+00:00\", \"2023-03-04 17:02:08.000000+00:00\"], \"session_ids\": [\"3226f942-363f-499f-9905-7473de1dd981\", \"392b8c68-bed7-4d07-9ee6-74dd2cb40da6\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.462}, \"61118\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-11 16:04:51.000000+00:00\", \"2021-11-30 04:55:25.000000+00:00\"], \"session_ids\": [\"4b74311a-0a51-4959-9094-7af0efbe158b\", \"cbdebf9a-be65-49bb-84d7-a2eb409e5497\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 1.709}, \"10614\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-04 16:14:27.000000+00:00\", \"2020-03-14 23:19:57.000000+00:00\"], \"session_ids\": [\"7f8192cb-01f1-4e3b-a44e-a62888972691\", \"61e8fc95-5ed1-4d12-ad5c-cce1b4d37a21\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.28}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Oslo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Oslo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about 5 users whose app usage time is smaller than 1004 + execute sorting by sessions total risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78674\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-10-10 15:23:03.000000+00:00\", \"2019-11-22 17:45:22.000000+00:00\", \"2019-07-01 17:52:30.000000+00:00\", \"2019-11-08 17:05:13.000000+00:00\", \"2022-11-17 02:30:35.000000+00:00\", \"2022-08-12 12:39:34.000000+00:00\", \"2021-06-02 17:39:09.000000+00:00\"], \"session_ids\": [\"0deed0c0-15ca-4544-b328-970a29ec20ed\", \"599849ae-31b4-4c55-8703-bc0ab27a8788\", \"bd6ab4f0-29c5-4e03-96d2-0b3793c48e8e\", \"a3642028-e5ed-400a-83a6-01a6e57d766f\", \"0277cb09-2de5-4e78-85f5-a21365a70610\", \"0ad92394-0366-47e8-bd62-34c2189f8995\", \"c3719ead-d786-4cb7-a37f-7693d35de201\"], \"total_duration\": 668.0, \"total_sessions\": 7, \"mean_week_duration\": 3.774}, \"38152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-22 08:31:26.000000+00:00\", \"2022-02-06 03:59:52.000000+00:00\"], \"session_ids\": [\"5fc7c9f9-5aa3-48af-a6c0-4fa7cefa05a9\", \"168148c3-2924-45a0-bd09-2233d48c4cfd\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}, \"43902\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-19 23:53:54.000000+00:00\", \"2022-01-03 05:08:07.000000+00:00\"], \"session_ids\": [\"c8edc281-d096-4266-b1f2-28342d7167bd\", \"16857917-b536-4e06-946f-ce188cf5ded9\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}, \"46262\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-10 08:02:41.000000+00:00\", \"2020-05-03 17:17:27.000000+00:00\"], \"session_ids\": [\"e2c8ed27-7e92-43a9-8e2d-9952378b7f06\", \"2ee396e3-a96c-4fc6-8811-ad63a21f0106\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.902}, \"23124\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-07-29 21:11:38.000000+00:00\", \"2019-10-08 18:59:02.000000+00:00\", \"2019-09-21 10:40:01.000000+00:00\", \"2022-05-09 12:11:02.000000+00:00\", \"2020-10-16 11:50:40.000000+00:00\", \"2022-08-24 13:50:25.000000+00:00\"], \"session_ids\": [\"2205c8ee-1a9a-4ac6-962d-8985b825b6c8\", \"bccb5c6c-b7fe-463b-87d6-bd352201a0d3\", \"9bca2940-4ce8-4f80-9be6-b0f007f8b2b2\", \"62ead607-e647-44c6-9bc4-45bfd397a5b4\", \"b0db3991-6ded-4032-a18e-cb77c7b4b7a3\", \"a7545ba9-3cdc-4a0a-87e5-9540bee8fb11\"], \"total_duration\": 4906.0, \"total_sessions\": 6, \"mean_week_duration\": 30.472}, \"93313\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 9, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-02-12 07:44:46.000000+00:00\", \"2023-05-30 08:21:36.000000+00:00\"], \"session_ids\": [\"b888e635-24a4-470f-8c5a-21f318fa863d\", \"f8b89fd3-78e5-4d4e-ba6a-4f7d84c0ff00\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}, \"2009\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-10 14:33:29.000000+00:00\", \"2022-01-24 06:11:13.000000+00:00\"], \"session_ids\": [\"53bd8952-3987-4e99-9631-850bbd62fef9\", \"81fdc2b1-025f-47d1-abb7-50b51ae2999e\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 1.635}, \"62854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Prague\", \"datetimes\": [\"2022-12-25 01:11:01.000000+00:00\", \"2019-08-21 12:09:42.000000+00:00\", \"2019-04-10 21:49:12.000000+00:00\"], \"session_ids\": [\"6144a97c-f464-4d0f-b17c-01a0ab9c651b\", \"48ba94c1-a5b1-42f8-86dc-701200af1633\", \"12c3e3db-208c-47b6-80d9-7bdfde3129e2\"], \"total_duration\": 598.0, \"total_sessions\": 3, \"mean_week_duration\": 3.082}, \"49681\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-03 22:24:32.000000+00:00\", \"2020-09-10 14:43:03.000000+00:00\", \"2022-12-17 19:08:53.000000+00:00\"], \"session_ids\": [\"d3fff2c9-7770-40cf-8d87-82fb398dc34a\", \"d8def08e-faab-49f1-9730-8fbc58d15a99\", \"22cd8a14-bbaa-4ca3-a926-99566fcd3220\"], \"total_duration\": 570.0, \"total_sessions\": 3, \"mean_week_duration\": 4.79}, \"23144\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-13 00:29:39.000000+00:00\", \"2019-03-18 21:11:28.000000+00:00\", \"2023-06-21 20:33:41.000000+00:00\"], \"session_ids\": [\"3d40bfee-8081-42df-a86a-e8550b51dac8\", \"b8f21c7e-095e-46b8-8fdc-e261b103793e\", \"69568a33-c3bf-4787-9c61-9910c008c435\"], \"total_duration\": 72.0, \"total_sessions\": 3, \"mean_week_duration\": 0.323}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 1004"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[1004, 3855]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78674\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-10-10 15:23:03.000000+00:00\", \"2019-11-22 17:45:22.000000+00:00\", \"2019-07-01 17:52:30.000000+00:00\", \"2019-11-08 17:05:13.000000+00:00\", \"2022-11-17 02:30:35.000000+00:00\", \"2022-08-12 12:39:34.000000+00:00\", \"2021-06-02 17:39:09.000000+00:00\"], \"session_ids\": [\"0deed0c0-15ca-4544-b328-970a29ec20ed\", \"599849ae-31b4-4c55-8703-bc0ab27a8788\", \"bd6ab4f0-29c5-4e03-96d2-0b3793c48e8e\", \"a3642028-e5ed-400a-83a6-01a6e57d766f\", \"0277cb09-2de5-4e78-85f5-a21365a70610\", \"0ad92394-0366-47e8-bd62-34c2189f8995\", \"c3719ead-d786-4cb7-a37f-7693d35de201\"], \"total_duration\": 668.0, \"total_sessions\": 7, \"mean_week_duration\": 3.774}, \"38152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-22 08:31:26.000000+00:00\", \"2022-02-06 03:59:52.000000+00:00\"], \"session_ids\": [\"5fc7c9f9-5aa3-48af-a6c0-4fa7cefa05a9\", \"168148c3-2924-45a0-bd09-2233d48c4cfd\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}, \"43902\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-19 23:53:54.000000+00:00\", \"2022-01-03 05:08:07.000000+00:00\"], \"session_ids\": [\"c8edc281-d096-4266-b1f2-28342d7167bd\", \"16857917-b536-4e06-946f-ce188cf5ded9\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}, \"46262\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-10 08:02:41.000000+00:00\", \"2020-05-03 17:17:27.000000+00:00\"], \"session_ids\": [\"e2c8ed27-7e92-43a9-8e2d-9952378b7f06\", \"2ee396e3-a96c-4fc6-8811-ad63a21f0106\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.902}, \"93313\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 9, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-02-12 07:44:46.000000+00:00\", \"2023-05-30 08:21:36.000000+00:00\"], \"session_ids\": [\"b888e635-24a4-470f-8c5a-21f318fa863d\", \"f8b89fd3-78e5-4d4e-ba6a-4f7d84c0ff00\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}, \"2009\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-10 14:33:29.000000+00:00\", \"2022-01-24 06:11:13.000000+00:00\"], \"session_ids\": [\"53bd8952-3987-4e99-9631-850bbd62fef9\", \"81fdc2b1-025f-47d1-abb7-50b51ae2999e\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 1.635}, \"62854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Prague\", \"datetimes\": [\"2022-12-25 01:11:01.000000+00:00\", \"2019-08-21 12:09:42.000000+00:00\", \"2019-04-10 21:49:12.000000+00:00\"], \"session_ids\": [\"6144a97c-f464-4d0f-b17c-01a0ab9c651b\", \"48ba94c1-a5b1-42f8-86dc-701200af1633\", \"12c3e3db-208c-47b6-80d9-7bdfde3129e2\"], \"total_duration\": 598.0, \"total_sessions\": 3, \"mean_week_duration\": 3.082}, \"49681\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-03 22:24:32.000000+00:00\", \"2020-09-10 14:43:03.000000+00:00\", \"2022-12-17 19:08:53.000000+00:00\"], \"session_ids\": [\"d3fff2c9-7770-40cf-8d87-82fb398dc34a\", \"d8def08e-faab-49f1-9730-8fbc58d15a99\", \"22cd8a14-bbaa-4ca3-a926-99566fcd3220\"], \"total_duration\": 570.0, \"total_sessions\": 3, \"mean_week_duration\": 4.79}, \"23144\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-13 00:29:39.000000+00:00\", \"2019-03-18 21:11:28.000000+00:00\", \"2023-06-21 20:33:41.000000+00:00\"], \"session_ids\": [\"3d40bfee-8081-42df-a86a-e8550b51dac8\", \"b8f21c7e-095e-46b8-8fdc-e261b103793e\", \"69568a33-c3bf-4787-9c61-9910c008c435\"], \"total_duration\": 72.0, \"total_sessions\": 3, \"mean_week_duration\": 0.323}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"38152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-22 08:31:26.000000+00:00\", \"2022-02-06 03:59:52.000000+00:00\"], \"session_ids\": [\"5fc7c9f9-5aa3-48af-a6c0-4fa7cefa05a9\", \"168148c3-2924-45a0-bd09-2233d48c4cfd\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}}, {\"43902\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-19 23:53:54.000000+00:00\", \"2022-01-03 05:08:07.000000+00:00\"], \"session_ids\": [\"c8edc281-d096-4266-b1f2-28342d7167bd\", \"16857917-b536-4e06-946f-ce188cf5ded9\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}}, {\"46262\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-10 08:02:41.000000+00:00\", \"2020-05-03 17:17:27.000000+00:00\"], \"session_ids\": [\"e2c8ed27-7e92-43a9-8e2d-9952378b7f06\", \"2ee396e3-a96c-4fc6-8811-ad63a21f0106\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.902}}, {\"93313\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 9, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-02-12 07:44:46.000000+00:00\", \"2023-05-30 08:21:36.000000+00:00\"], \"session_ids\": [\"b888e635-24a4-470f-8c5a-21f318fa863d\", \"f8b89fd3-78e5-4d4e-ba6a-4f7d84c0ff00\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}}, {\"2009\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-10 14:33:29.000000+00:00\", \"2022-01-24 06:11:13.000000+00:00\"], \"session_ids\": [\"53bd8952-3987-4e99-9631-850bbd62fef9\", \"81fdc2b1-025f-47d1-abb7-50b51ae2999e\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 1.635}}, {\"62854\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Prague\", \"datetimes\": [\"2022-12-25 01:11:01.000000+00:00\", \"2019-08-21 12:09:42.000000+00:00\", \"2019-04-10 21:49:12.000000+00:00\"], \"session_ids\": [\"6144a97c-f464-4d0f-b17c-01a0ab9c651b\", \"48ba94c1-a5b1-42f8-86dc-701200af1633\", \"12c3e3db-208c-47b6-80d9-7bdfde3129e2\"], \"total_duration\": 598.0, \"total_sessions\": 3, \"mean_week_duration\": 3.082}}, {\"49681\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-05-03 22:24:32.000000+00:00\", \"2020-09-10 14:43:03.000000+00:00\", \"2022-12-17 19:08:53.000000+00:00\"], \"session_ids\": [\"d3fff2c9-7770-40cf-8d87-82fb398dc34a\", \"d8def08e-faab-49f1-9730-8fbc58d15a99\", \"22cd8a14-bbaa-4ca3-a926-99566fcd3220\"], \"total_duration\": 570.0, \"total_sessions\": 3, \"mean_week_duration\": 4.79}}, {\"23144\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-12-13 00:29:39.000000+00:00\", \"2019-03-18 21:11:28.000000+00:00\", \"2023-06-21 20:33:41.000000+00:00\"], \"session_ids\": [\"3d40bfee-8081-42df-a86a-e8550b51dac8\", \"b8f21c7e-095e-46b8-8fdc-e261b103793e\", \"69568a33-c3bf-4787-9c61-9910c008c435\"], \"total_duration\": 72.0, \"total_sessions\": 3, \"mean_week_duration\": 0.323}}, {\"78674\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-10-10 15:23:03.000000+00:00\", \"2019-11-22 17:45:22.000000+00:00\", \"2019-07-01 17:52:30.000000+00:00\", \"2019-11-08 17:05:13.000000+00:00\", \"2022-11-17 02:30:35.000000+00:00\", \"2022-08-12 12:39:34.000000+00:00\", \"2021-06-02 17:39:09.000000+00:00\"], \"session_ids\": [\"0deed0c0-15ca-4544-b328-970a29ec20ed\", \"599849ae-31b4-4c55-8703-bc0ab27a8788\", \"bd6ab4f0-29c5-4e03-96d2-0b3793c48e8e\", \"a3642028-e5ed-400a-83a6-01a6e57d766f\", \"0277cb09-2de5-4e78-85f5-a21365a70610\", \"0ad92394-0366-47e8-bd62-34c2189f8995\", \"c3719ead-d786-4cb7-a37f-7693d35de201\"], \"total_duration\": 668.0, \"total_sessions\": 7, \"mean_week_duration\": 3.774}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 5 entries, discarding 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[{\"38152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-22 08:31:26.000000+00:00\", \"2022-02-06 03:59:52.000000+00:00\"], \"session_ids\": [\"5fc7c9f9-5aa3-48af-a6c0-4fa7cefa05a9\", \"168148c3-2924-45a0-bd09-2233d48c4cfd\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}}, {\"43902\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-19 23:53:54.000000+00:00\", \"2022-01-03 05:08:07.000000+00:00\"], \"session_ids\": [\"c8edc281-d096-4266-b1f2-28342d7167bd\", \"16857917-b536-4e06-946f-ce188cf5ded9\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}}, {\"46262\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-10 08:02:41.000000+00:00\", \"2020-05-03 17:17:27.000000+00:00\"], \"session_ids\": [\"e2c8ed27-7e92-43a9-8e2d-9952378b7f06\", \"2ee396e3-a96c-4fc6-8811-ad63a21f0106\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.902}}, {\"93313\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 9, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-02-12 07:44:46.000000+00:00\", \"2023-05-30 08:21:36.000000+00:00\"], \"session_ids\": [\"b888e635-24a4-470f-8c5a-21f318fa863d\", \"f8b89fd3-78e5-4d4e-ba6a-4f7d84c0ff00\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}}, {\"2009\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-10 14:33:29.000000+00:00\", \"2022-01-24 06:11:13.000000+00:00\"], \"session_ids\": [\"53bd8952-3987-4e99-9631-850bbd62fef9\", \"81fdc2b1-025f-47d1-abb7-50b51ae2999e\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 1.635}}]\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[{\"38152\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-22 08:31:26.000000+00:00\", \"2022-02-06 03:59:52.000000+00:00\"], \"session_ids\": [\"5fc7c9f9-5aa3-48af-a6c0-4fa7cefa05a9\", \"168148c3-2924-45a0-bd09-2233d48c4cfd\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}}, {\"43902\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-19 23:53:54.000000+00:00\", \"2022-01-03 05:08:07.000000+00:00\"], \"session_ids\": [\"c8edc281-d096-4266-b1f2-28342d7167bd\", \"16857917-b536-4e06-946f-ce188cf5ded9\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 17.0}}, {\"46262\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-02-10 08:02:41.000000+00:00\", \"2020-05-03 17:17:27.000000+00:00\"], \"session_ids\": [\"e2c8ed27-7e92-43a9-8e2d-9952378b7f06\", \"2ee396e3-a96c-4fc6-8811-ad63a21f0106\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.902}}, {\"93313\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 9, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2020-02-12 07:44:46.000000+00:00\", \"2023-05-30 08:21:36.000000+00:00\"], \"session_ids\": [\"b888e635-24a4-470f-8c5a-21f318fa863d\", \"f8b89fd3-78e5-4d4e-ba6a-4f7d84c0ff00\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.64}}, {\"2009\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-11-10 14:33:29.000000+00:00\", \"2022-01-24 06:11:13.000000+00:00\"], \"session_ids\": [\"53bd8952-3987-4e99-9631-850bbd62fef9\", \"81fdc2b1-025f-47d1-abb7-50b51ae2999e\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 1.635}}]\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 isn't residing in city Warsaw + carry out sorting by name of the town 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{\"43270\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-13 01:52:38.000000+00:00\", \"2022-04-08 17:27:00.000000+00:00\"], \"session_ids\": [\"94f72714-aee0-4560-afa8-55bb79264d10\", \"e60f4016-3397-4185-8b3a-6f4b0069872c\"], \"total_duration\": 351.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}, \"17001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-08-23 20:48:15.000000+00:00\", \"2019-04-25 21:34:04.000000+00:00\"], \"session_ids\": [\"2eb3dcc9-5030-44fa-8cba-82d0434760b7\", \"b22e8df8-b0d9-4b19-b61d-2ea52045a308\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 1.549}, \"22182\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-12-19 13:45:24.000000+00:00\", \"2022-10-31 13:49:40.000000+00:00\", \"2019-08-13 00:56:54.000000+00:00\", \"2020-04-21 14:03:14.000000+00:00\", \"2020-10-12 00:04:08.000000+00:00\", \"2019-10-06 11:36:47.000000+00:00\", \"2022-06-22 01:44:24.000000+00:00\", \"2019-07-24 21:18:26.000000+00:00\", \"2022-08-31 19:09:05.000000+00:00\", \"2021-03-17 22:03:49.000000+00:00\"], \"session_ids\": [\"b32cce37-4b0f-41fc-9c34-a596778abaa4\", \"62a237dc-4934-4384-aceb-8c890eaa45f7\", \"d5b4df9b-1deb-4572-9e57-964ebe7457a6\", \"b8273f27-8929-46f1-aaa6-432fdec3c312\", \"e6b61e76-2bf6-43d2-aca8-45a22b317f3e\", \"c489585b-b300-44ea-9cfa-715ab99b65ff\", \"49d5f63e-79d1-4a0b-b37d-bd468af76a15\", \"e0d00a1f-b913-4e76-bd74-e4ca1ae15f74\", \"702759ae-50bc-4f23-9ff6-3300a3c4a1da\", \"1a2a8d09-75c3-4bfc-93b5-22c51bde44a6\"], \"total_duration\": 666.0, \"total_sessions\": 10, \"mean_week_duration\": 3.895}, \"38527\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-01-11 01:21:43.000000+00:00\", \"2022-09-22 22:52:58.000000+00:00\"], \"session_ids\": [\"de1e8da6-c3b9-4e84-bfda-35dfbf2b236e\", \"31cb46f9-e28b-4190-8ce2-797d2b8df1f6\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 7.25}, \"46816\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-14 00:07:46.000000+00:00\", \"2023-01-17 05:35:28.000000+00:00\"], \"session_ids\": [\"1e0e216b-3490-4104-8631-a3c99fe663f0\", \"33bc7346-8664-4095-9761-6a54c92374b2\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 49.0}, \"61133\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-10-07 09:07:57.000000+00:00\", \"2020-04-08 14:59:19.000000+00:00\", \"2019-09-21 04:01:00.000000+00:00\", \"2022-05-04 20:30:47.000000+00:00\", \"2020-01-25 00:26:39.000000+00:00\", \"2020-03-03 16:30:31.000000+00:00\"], \"session_ids\": [\"2fc38292-4540-4cc8-a6b9-b190b26b1a6d\", \"779bfaef-8051-45a0-890b-c69bd295c479\", \"22d2ea39-a252-4fda-8381-0bbc2b30a6e4\", \"5cefb2ac-8749-489c-b2db-057df826cf3b\", \"46a45720-d93a-44c0-8ad1-26853cd30148\", \"abebfd67-1ee6-4f3e-b7ae-e9fe018d8d25\"], \"total_duration\": 187.0, \"total_sessions\": 6, \"mean_week_duration\": 1.365}, \"9484\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-01-21 08:06:52.000000+00:00\", \"2019-04-09 03:06:12.000000+00:00\", \"2022-10-29 23:58:59.000000+00:00\", \"2020-03-28 14:23:16.000000+00:00\", \"2020-10-07 06:17:56.000000+00:00\", \"2019-03-13 20:35:47.000000+00:00\", \"2020-09-26 10:42:10.000000+00:00\", \"2022-10-09 13:13:53.000000+00:00\"], \"session_ids\": [\"15fb42e7-46ed-43f8-a5ac-0cef3ac1d2d1\", \"cc3a646f-ccec-45a4-bb13-c1f2e5b3719a\", \"007224c5-f5d2-4369-8105-e101c1eb14f4\", \"57793ce1-242d-4e7f-ab67-a0eb8a10eada\", \"dd3da76b-799b-41ec-b413-fda37b87ae4f\", \"db2489ac-7e53-4390-a267-62ae6ce5c6b8\", \"e1825bf9-9352-4e14-87ec-852df9cd026f\", \"2f9ee7f7-2f46-4b6c-990a-611aa5be2f3a\"], \"total_duration\": 77.0, \"total_sessions\": 8, \"mean_week_duration\": 0.391}, \"40720\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-06-24 17:58:12.000000+00:00\", \"2019-03-11 04:55:48.000000+00:00\"], \"session_ids\": [\"a4bf52dd-c782-4e48-b7c1-736fec5a7244\", \"d9c55e4b-c7c3-4559-b359-f3a37fe71f05\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 0.698}, \"80645\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-04-30 06:21:38.000000+00:00\", \"2022-06-08 16:40:21.000000+00:00\", \"2019-06-12 23:33:31.000000+00:00\", \"2020-06-27 07:42:10.000000+00:00\"], \"session_ids\": [\"1a1fc5bf-e721-4c96-86af-2b0db0b7e8df\", \"49e724d3-8501-4175-bdaf-dd979bdeec26\", \"ed64f223-870f-4d07-a3ea-2819a7d5f9b2\", \"10570399-acba-4406-9859-0242b64aaaea\"], \"total_duration\": 1276.0, \"total_sessions\": 4, \"mean_week_duration\": 8.179}, \"38549\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-01-06 01:56:55.000000+00:00\", \"2020-08-22 12:20:48.000000+00:00\", \"2020-02-18 01:57:24.000000+00:00\"], \"session_ids\": [\"b0760295-380d-40d4-858e-082f7ce0cac0\", \"ca004409-d273-407d-a819-0d4eb83d70eb\", \"0a249674-8936-43ba-a7da-5c2796b305b1\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.338}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Warsaw"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Warsaw\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"43270\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-13 01:52:38.000000+00:00\", \"2022-04-08 17:27:00.000000+00:00\"], \"session_ids\": [\"94f72714-aee0-4560-afa8-55bb79264d10\", \"e60f4016-3397-4185-8b3a-6f4b0069872c\"], \"total_duration\": 351.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}, \"17001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-08-23 20:48:15.000000+00:00\", \"2019-04-25 21:34:04.000000+00:00\"], \"session_ids\": [\"2eb3dcc9-5030-44fa-8cba-82d0434760b7\", \"b22e8df8-b0d9-4b19-b61d-2ea52045a308\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 1.549}, \"22182\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-12-19 13:45:24.000000+00:00\", \"2022-10-31 13:49:40.000000+00:00\", \"2019-08-13 00:56:54.000000+00:00\", \"2020-04-21 14:03:14.000000+00:00\", \"2020-10-12 00:04:08.000000+00:00\", \"2019-10-06 11:36:47.000000+00:00\", \"2022-06-22 01:44:24.000000+00:00\", \"2019-07-24 21:18:26.000000+00:00\", \"2022-08-31 19:09:05.000000+00:00\", \"2021-03-17 22:03:49.000000+00:00\"], \"session_ids\": [\"b32cce37-4b0f-41fc-9c34-a596778abaa4\", \"62a237dc-4934-4384-aceb-8c890eaa45f7\", \"d5b4df9b-1deb-4572-9e57-964ebe7457a6\", \"b8273f27-8929-46f1-aaa6-432fdec3c312\", \"e6b61e76-2bf6-43d2-aca8-45a22b317f3e\", \"c489585b-b300-44ea-9cfa-715ab99b65ff\", \"49d5f63e-79d1-4a0b-b37d-bd468af76a15\", \"e0d00a1f-b913-4e76-bd74-e4ca1ae15f74\", \"702759ae-50bc-4f23-9ff6-3300a3c4a1da\", \"1a2a8d09-75c3-4bfc-93b5-22c51bde44a6\"], \"total_duration\": 666.0, \"total_sessions\": 10, \"mean_week_duration\": 3.895}, \"38527\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-01-11 01:21:43.000000+00:00\", \"2022-09-22 22:52:58.000000+00:00\"], \"session_ids\": [\"de1e8da6-c3b9-4e84-bfda-35dfbf2b236e\", \"31cb46f9-e28b-4190-8ce2-797d2b8df1f6\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 7.25}, \"46816\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-14 00:07:46.000000+00:00\", \"2023-01-17 05:35:28.000000+00:00\"], \"session_ids\": [\"1e0e216b-3490-4104-8631-a3c99fe663f0\", \"33bc7346-8664-4095-9761-6a54c92374b2\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 49.0}, \"61133\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-10-07 09:07:57.000000+00:00\", \"2020-04-08 14:59:19.000000+00:00\", \"2019-09-21 04:01:00.000000+00:00\", \"2022-05-04 20:30:47.000000+00:00\", \"2020-01-25 00:26:39.000000+00:00\", \"2020-03-03 16:30:31.000000+00:00\"], \"session_ids\": [\"2fc38292-4540-4cc8-a6b9-b190b26b1a6d\", \"779bfaef-8051-45a0-890b-c69bd295c479\", \"22d2ea39-a252-4fda-8381-0bbc2b30a6e4\", \"5cefb2ac-8749-489c-b2db-057df826cf3b\", \"46a45720-d93a-44c0-8ad1-26853cd30148\", \"abebfd67-1ee6-4f3e-b7ae-e9fe018d8d25\"], \"total_duration\": 187.0, \"total_sessions\": 6, \"mean_week_duration\": 1.365}, \"9484\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-01-21 08:06:52.000000+00:00\", \"2019-04-09 03:06:12.000000+00:00\", \"2022-10-29 23:58:59.000000+00:00\", \"2020-03-28 14:23:16.000000+00:00\", \"2020-10-07 06:17:56.000000+00:00\", \"2019-03-13 20:35:47.000000+00:00\", \"2020-09-26 10:42:10.000000+00:00\", \"2022-10-09 13:13:53.000000+00:00\"], \"session_ids\": [\"15fb42e7-46ed-43f8-a5ac-0cef3ac1d2d1\", \"cc3a646f-ccec-45a4-bb13-c1f2e5b3719a\", \"007224c5-f5d2-4369-8105-e101c1eb14f4\", \"57793ce1-242d-4e7f-ab67-a0eb8a10eada\", \"dd3da76b-799b-41ec-b413-fda37b87ae4f\", \"db2489ac-7e53-4390-a267-62ae6ce5c6b8\", \"e1825bf9-9352-4e14-87ec-852df9cd026f\", \"2f9ee7f7-2f46-4b6c-990a-611aa5be2f3a\"], \"total_duration\": 77.0, \"total_sessions\": 8, \"mean_week_duration\": 0.391}, \"40720\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-06-24 17:58:12.000000+00:00\", \"2019-03-11 04:55:48.000000+00:00\"], \"session_ids\": [\"a4bf52dd-c782-4e48-b7c1-736fec5a7244\", \"d9c55e4b-c7c3-4559-b359-f3a37fe71f05\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 0.698}, \"80645\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-04-30 06:21:38.000000+00:00\", \"2022-06-08 16:40:21.000000+00:00\", \"2019-06-12 23:33:31.000000+00:00\", \"2020-06-27 07:42:10.000000+00:00\"], \"session_ids\": [\"1a1fc5bf-e721-4c96-86af-2b0db0b7e8df\", \"49e724d3-8501-4175-bdaf-dd979bdeec26\", \"ed64f223-870f-4d07-a3ea-2819a7d5f9b2\", \"10570399-acba-4406-9859-0242b64aaaea\"], \"total_duration\": 1276.0, \"total_sessions\": 4, \"mean_week_duration\": 8.179}, \"38549\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-01-06 01:56:55.000000+00:00\", \"2020-08-22 12:20:48.000000+00:00\", \"2020-02-18 01:57:24.000000+00:00\"], \"session_ids\": [\"b0760295-380d-40d4-858e-082f7ce0cac0\", \"ca004409-d273-407d-a819-0d4eb83d70eb\", \"0a249674-8936-43ba-a7da-5c2796b305b1\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.338}}\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[{\"61133\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-10-07 09:07:57.000000+00:00\", \"2020-04-08 14:59:19.000000+00:00\", \"2019-09-21 04:01:00.000000+00:00\", \"2022-05-04 20:30:47.000000+00:00\", \"2020-01-25 00:26:39.000000+00:00\", \"2020-03-03 16:30:31.000000+00:00\"], \"session_ids\": [\"2fc38292-4540-4cc8-a6b9-b190b26b1a6d\", \"779bfaef-8051-45a0-890b-c69bd295c479\", \"22d2ea39-a252-4fda-8381-0bbc2b30a6e4\", \"5cefb2ac-8749-489c-b2db-057df826cf3b\", \"46a45720-d93a-44c0-8ad1-26853cd30148\", \"abebfd67-1ee6-4f3e-b7ae-e9fe018d8d25\"], \"total_duration\": 187.0, \"total_sessions\": 6, \"mean_week_duration\": 1.365}}, {\"38527\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-01-11 01:21:43.000000+00:00\", \"2022-09-22 22:52:58.000000+00:00\"], \"session_ids\": [\"de1e8da6-c3b9-4e84-bfda-35dfbf2b236e\", \"31cb46f9-e28b-4190-8ce2-797d2b8df1f6\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 7.25}}, {\"46816\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-14 00:07:46.000000+00:00\", \"2023-01-17 05:35:28.000000+00:00\"], \"session_ids\": [\"1e0e216b-3490-4104-8631-a3c99fe663f0\", \"33bc7346-8664-4095-9761-6a54c92374b2\"], \"total_duration\": 196.0, \"total_sessions\": 2, \"mean_week_duration\": 49.0}}, {\"17001\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-08-23 20:48:15.000000+00:00\", \"2019-04-25 21:34:04.000000+00:00\"], \"session_ids\": [\"2eb3dcc9-5030-44fa-8cba-82d0434760b7\", \"b22e8df8-b0d9-4b19-b61d-2ea52045a308\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 1.549}}, {\"9484\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-01-21 08:06:52.000000+00:00\", \"2019-04-09 03:06:12.000000+00:00\", \"2022-10-29 23:58:59.000000+00:00\", \"2020-03-28 14:23:16.000000+00:00\", \"2020-10-07 06:17:56.000000+00:00\", \"2019-03-13 20:35:47.000000+00:00\", \"2020-09-26 10:42:10.000000+00:00\", \"2022-10-09 13:13:53.000000+00:00\"], \"session_ids\": [\"15fb42e7-46ed-43f8-a5ac-0cef3ac1d2d1\", \"cc3a646f-ccec-45a4-bb13-c1f2e5b3719a\", \"007224c5-f5d2-4369-8105-e101c1eb14f4\", \"57793ce1-242d-4e7f-ab67-a0eb8a10eada\", \"dd3da76b-799b-41ec-b413-fda37b87ae4f\", \"db2489ac-7e53-4390-a267-62ae6ce5c6b8\", \"e1825bf9-9352-4e14-87ec-852df9cd026f\", \"2f9ee7f7-2f46-4b6c-990a-611aa5be2f3a\"], \"total_duration\": 77.0, \"total_sessions\": 8, \"mean_week_duration\": 0.391}}, {\"43270\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-03-13 01:52:38.000000+00:00\", \"2022-04-08 17:27:00.000000+00:00\"], \"session_ids\": [\"94f72714-aee0-4560-afa8-55bb79264d10\", \"e60f4016-3397-4185-8b3a-6f4b0069872c\"], \"total_duration\": 351.0, \"total_sessions\": 2, \"mean_week_duration\": 3.25}}, {\"22182\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-12-19 13:45:24.000000+00:00\", \"2022-10-31 13:49:40.000000+00:00\", \"2019-08-13 00:56:54.000000+00:00\", \"2020-04-21 14:03:14.000000+00:00\", \"2020-10-12 00:04:08.000000+00:00\", \"2019-10-06 11:36:47.000000+00:00\", \"2022-06-22 01:44:24.000000+00:00\", \"2019-07-24 21:18:26.000000+00:00\", \"2022-08-31 19:09:05.000000+00:00\", \"2021-03-17 22:03:49.000000+00:00\"], \"session_ids\": [\"b32cce37-4b0f-41fc-9c34-a596778abaa4\", \"62a237dc-4934-4384-aceb-8c890eaa45f7\", \"d5b4df9b-1deb-4572-9e57-964ebe7457a6\", \"b8273f27-8929-46f1-aaa6-432fdec3c312\", \"e6b61e76-2bf6-43d2-aca8-45a22b317f3e\", \"c489585b-b300-44ea-9cfa-715ab99b65ff\", \"49d5f63e-79d1-4a0b-b37d-bd468af76a15\", \"e0d00a1f-b913-4e76-bd74-e4ca1ae15f74\", \"702759ae-50bc-4f23-9ff6-3300a3c4a1da\", \"1a2a8d09-75c3-4bfc-93b5-22c51bde44a6\"], \"total_duration\": 666.0, \"total_sessions\": 10, \"mean_week_duration\": 3.895}}, {\"80645\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-04-30 06:21:38.000000+00:00\", \"2022-06-08 16:40:21.000000+00:00\", \"2019-06-12 23:33:31.000000+00:00\", \"2020-06-27 07:42:10.000000+00:00\"], \"session_ids\": [\"1a1fc5bf-e721-4c96-86af-2b0db0b7e8df\", \"49e724d3-8501-4175-bdaf-dd979bdeec26\", \"ed64f223-870f-4d07-a3ea-2819a7d5f9b2\", \"10570399-acba-4406-9859-0242b64aaaea\"], \"total_duration\": 1276.0, \"total_sessions\": 4, \"mean_week_duration\": 8.179}}, {\"40720\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-06-24 17:58:12.000000+00:00\", \"2019-03-11 04:55:48.000000+00:00\"], \"session_ids\": [\"a4bf52dd-c782-4e48-b7c1-736fec5a7244\", \"d9c55e4b-c7c3-4559-b359-f3a37fe71f05\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 0.698}}, {\"38549\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2023-01-06 01:56:55.000000+00:00\", \"2020-08-22 12:20:48.000000+00:00\", \"2020-02-18 01:57:24.000000+00:00\"], \"session_ids\": [\"b0760295-380d-40d4-858e-082f7ce0cac0\", \"ca004409-d273-407d-a819-0d4eb83d70eb\", \"0a249674-8936-43ba-a7da-5c2796b305b1\"], \"total_duration\": 202.0, \"total_sessions\": 3, \"mean_week_duration\": 1.338}}]\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[{\"61133\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-10-07 09:07:57.000000+00:00\", \"2020-04-08 14:59:19.000000+00:00\", \"2019-09-21 04:01:00.000000+00:00\", \"2022-05-04 20:30:47.000000+00:00\", \"2020-01-25 00:26:39.000000+00:00\", \"2020-03-03 16:30:31.000000+00:00\"], \"session_ids\": [\"2fc38292-4540-4cc8-a6b9-b190b26b1a6d\", \"779bfaef-8051-45a0-890b-c69bd295c479\", \"22d2ea39-a252-4fda-8381-0bbc2b30a6e4\", \"5cefb2ac-8749-489c-b2db-057df826cf3b\", \"46a45720-d93a-44c0-8ad1-26853cd30148\", \"abebfd67-1ee6-4f3e-b7ae-e9fe018d8d25\"], \"total_duration\": 187.0, \"total_sessions\": 6, \"mean_week_duration\": 1.365}}]\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[{\"61133\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-10-07 09:07:57.000000+00:00\", \"2020-04-08 14:59:19.000000+00:00\", \"2019-09-21 04:01:00.000000+00:00\", \"2022-05-04 20:30:47.000000+00:00\", \"2020-01-25 00:26:39.000000+00:00\", \"2020-03-03 16:30:31.000000+00:00\"], \"session_ids\": [\"2fc38292-4540-4cc8-a6b9-b190b26b1a6d\", \"779bfaef-8051-45a0-890b-c69bd295c479\", \"22d2ea39-a252-4fda-8381-0bbc2b30a6e4\", \"5cefb2ac-8749-489c-b2db-057df826cf3b\", \"46a45720-d93a-44c0-8ad1-26853cd30148\", \"abebfd67-1ee6-4f3e-b7ae-e9fe018d8d25\"], \"total_duration\": 187.0, \"total_sessions\": 6, \"mean_week_duration\": 1.365}}]\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 who aren't inhabitants of cities Lisbon, Ho Chi Minh City, Karachi, Helsinki, Beijing, Berlin in addition do sorting by sum of duration of sessions per week in asc , provide me only with 4 pieces of data."
}
] |
[
{
"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{\"39063\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-15 22:49:32.000000+00:00\", \"2023-02-20 02:42:06.000000+00:00\"], \"session_ids\": [\"cfb7d8fe-fb2f-4281-bc0b-5c1d5cdff1a6\", \"0a5fcb91-59ca-40f1-ad84-9e6036ce3717\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}, \"10713\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-06-03 18:13:04.000000+00:00\", \"2023-03-03 17:14:40.000000+00:00\", \"2023-02-18 05:28:15.000000+00:00\", \"2019-08-30 03:36:11.000000+00:00\", \"2022-10-11 21:47:53.000000+00:00\", \"2021-05-20 18:11:39.000000+00:00\", \"2020-02-24 13:42:47.000000+00:00\", \"2022-01-27 23:55:26.000000+00:00\"], \"session_ids\": [\"7b00eb3d-fe83-47cc-8c7f-f1e9adb1fae6\", \"09cf6257-58ee-45dc-bd82-212cfe125aaf\", \"c0be60b4-b2d3-4f49-bfb5-e83ba05ef363\", \"a30cfbf4-c5e0-4d57-80d7-47ba3477d621\", \"20e92d1c-17c3-4a63-a683-a203b49f6755\", \"9f91c174-ad5c-496b-9728-026e9216323b\", \"d5fd5636-5a02-4b7f-a6fb-c6c82184764d\", \"5efbbf70-50ce-4f8c-92e1-acd4bd4c1c96\"], \"total_duration\": 5205.0, \"total_sessions\": 8, \"mean_week_duration\": 28.443}, \"21944\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-07 19:39:13.000000+00:00\", \"2021-03-26 13:23:47.000000+00:00\", \"2021-10-12 21:50:10.000000+00:00\", \"2019-06-01 18:03:16.000000+00:00\", \"2022-04-09 16:38:58.000000+00:00\", \"2019-09-08 06:03:25.000000+00:00\", \"2019-03-28 11:37:52.000000+00:00\"], \"session_ids\": [\"52f5d343-4c8f-4add-aa5a-27cdf300181e\", \"2e166dbc-30a2-4e2f-9b14-91721989e792\", \"5f189df9-2322-46cf-8961-52f3c67fa550\", \"7c193fff-fa21-43b0-8d34-b6f32848dad4\", \"a526a4cf-486c-4c47-a1c1-1020f50545ea\", \"977b11d4-c8c3-4864-abd0-39c118d91a84\", \"f5f82552-f5e2-4dcf-88c3-1beae55b0da2\"], \"total_duration\": 7404.0, \"total_sessions\": 7, \"mean_week_duration\": 40.022}, \"61376\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-12 15:12:24.000000+00:00\", \"2022-09-12 03:13:14.000000+00:00\"], \"session_ids\": [\"5f469ea6-6e9e-401c-b7e2-8f7e335589c5\", \"87110370-bd11-4e03-9bb9-961307c20b9f\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 2.717}, \"87274\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-29 15:57:37.000000+00:00\", \"2023-04-25 10:26:19.000000+00:00\"], \"session_ids\": [\"0b5937fa-8b1f-4dd2-957b-fefebe066d5c\", \"5f21eabb-f96b-4dab-93c4-edc02f8ce272\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 3.896}, \"49263\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-22 02:01:05.000000+00:00\", \"2020-01-01 04:42:10.000000+00:00\"], \"session_ids\": [\"fa9d8a4f-53fe-4f2a-b4df-dded74184265\", \"3758a750-bc22-4252-b75f-f2bed0b2ed76\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 3.68}, \"46648\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-08 23:31:17.000000+00:00\", \"2019-09-17 08:53:36.000000+00:00\"], \"session_ids\": [\"abb54d81-5f6e-4dc9-92ec-db2a8ede0e86\", \"f369c9ae-294a-4e65-8673-63dea4ca6103\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.965}, \"45117\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-06-18 17:49:10.000000+00:00\", \"2023-03-29 15:36:07.000000+00:00\"], \"session_ids\": [\"c7cb439f-e2df-4147-9fcf-d19bba0bccc3\", \"c6cc1d35-d773-4e4c-b4c7-1a7ccf27fd00\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.214}, \"90431\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-25 22:51:10.000000+00:00\", \"2020-08-27 11:21:31.000000+00:00\", \"2022-01-22 12:04:44.000000+00:00\", \"2020-03-30 15:20:23.000000+00:00\"], \"session_ids\": [\"18094de2-b788-4acb-8f5b-cbc1ee899051\", \"48f4f111-a799-4ab7-a1b8-c798b779d8e2\", \"d0e926ed-700e-44e3-8a16-2364c4c1e0a3\", \"b0698462-60f3-4fd1-b645-a04805fc42f2\"], \"total_duration\": 295.0, \"total_sessions\": 4, \"mean_week_duration\": 2.438}, \"71128\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-04-09 10:21:08.000000+00:00\", \"2022-08-07 16:53:09.000000+00:00\", \"2019-07-05 02:36:15.000000+00:00\", \"2021-01-30 08:33:19.000000+00:00\"], \"session_ids\": [\"9b32e60a-f445-4527-8a13-dcc148c406ea\", \"4fa430b3-0e43-4120-912e-21b35e9278ef\", \"7ff5762d-e5c3-44f3-8057-975c01ec6335\", \"1578a4ef-984b-4394-8306-e067ce57b7a6\"], \"total_duration\": 419.0, \"total_sessions\": 4, \"mean_week_duration\": 2.408}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Larebon, Ho Chi Minh City, Karachi, Helsinki, Beijing, Berlin"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Lisbon\", \"Ho Chi Minh City\", \"Karachi\", \"Helsinki\", \"Beijing\", \"Berlin\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"39063\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-15 22:49:32.000000+00:00\", \"2023-02-20 02:42:06.000000+00:00\"], \"session_ids\": [\"cfb7d8fe-fb2f-4281-bc0b-5c1d5cdff1a6\", \"0a5fcb91-59ca-40f1-ad84-9e6036ce3717\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}, \"10713\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-06-03 18:13:04.000000+00:00\", \"2023-03-03 17:14:40.000000+00:00\", \"2023-02-18 05:28:15.000000+00:00\", \"2019-08-30 03:36:11.000000+00:00\", \"2022-10-11 21:47:53.000000+00:00\", \"2021-05-20 18:11:39.000000+00:00\", \"2020-02-24 13:42:47.000000+00:00\", \"2022-01-27 23:55:26.000000+00:00\"], \"session_ids\": [\"7b00eb3d-fe83-47cc-8c7f-f1e9adb1fae6\", \"09cf6257-58ee-45dc-bd82-212cfe125aaf\", \"c0be60b4-b2d3-4f49-bfb5-e83ba05ef363\", \"a30cfbf4-c5e0-4d57-80d7-47ba3477d621\", \"20e92d1c-17c3-4a63-a683-a203b49f6755\", \"9f91c174-ad5c-496b-9728-026e9216323b\", \"d5fd5636-5a02-4b7f-a6fb-c6c82184764d\", \"5efbbf70-50ce-4f8c-92e1-acd4bd4c1c96\"], \"total_duration\": 5205.0, \"total_sessions\": 8, \"mean_week_duration\": 28.443}, \"21944\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-07 19:39:13.000000+00:00\", \"2021-03-26 13:23:47.000000+00:00\", \"2021-10-12 21:50:10.000000+00:00\", \"2019-06-01 18:03:16.000000+00:00\", \"2022-04-09 16:38:58.000000+00:00\", \"2019-09-08 06:03:25.000000+00:00\", \"2019-03-28 11:37:52.000000+00:00\"], \"session_ids\": [\"52f5d343-4c8f-4add-aa5a-27cdf300181e\", \"2e166dbc-30a2-4e2f-9b14-91721989e792\", \"5f189df9-2322-46cf-8961-52f3c67fa550\", \"7c193fff-fa21-43b0-8d34-b6f32848dad4\", \"a526a4cf-486c-4c47-a1c1-1020f50545ea\", \"977b11d4-c8c3-4864-abd0-39c118d91a84\", \"f5f82552-f5e2-4dcf-88c3-1beae55b0da2\"], \"total_duration\": 7404.0, \"total_sessions\": 7, \"mean_week_duration\": 40.022}, \"61376\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-12 15:12:24.000000+00:00\", \"2022-09-12 03:13:14.000000+00:00\"], \"session_ids\": [\"5f469ea6-6e9e-401c-b7e2-8f7e335589c5\", \"87110370-bd11-4e03-9bb9-961307c20b9f\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 2.717}, \"87274\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-29 15:57:37.000000+00:00\", \"2023-04-25 10:26:19.000000+00:00\"], \"session_ids\": [\"0b5937fa-8b1f-4dd2-957b-fefebe066d5c\", \"5f21eabb-f96b-4dab-93c4-edc02f8ce272\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 3.896}, \"49263\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-22 02:01:05.000000+00:00\", \"2020-01-01 04:42:10.000000+00:00\"], \"session_ids\": [\"fa9d8a4f-53fe-4f2a-b4df-dded74184265\", \"3758a750-bc22-4252-b75f-f2bed0b2ed76\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 3.68}, \"46648\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-08 23:31:17.000000+00:00\", \"2019-09-17 08:53:36.000000+00:00\"], \"session_ids\": [\"abb54d81-5f6e-4dc9-92ec-db2a8ede0e86\", \"f369c9ae-294a-4e65-8673-63dea4ca6103\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.965}, \"45117\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-06-18 17:49:10.000000+00:00\", \"2023-03-29 15:36:07.000000+00:00\"], \"session_ids\": [\"c7cb439f-e2df-4147-9fcf-d19bba0bccc3\", \"c6cc1d35-d773-4e4c-b4c7-1a7ccf27fd00\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.214}, \"90431\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-25 22:51:10.000000+00:00\", \"2020-08-27 11:21:31.000000+00:00\", \"2022-01-22 12:04:44.000000+00:00\", \"2020-03-30 15:20:23.000000+00:00\"], \"session_ids\": [\"18094de2-b788-4acb-8f5b-cbc1ee899051\", \"48f4f111-a799-4ab7-a1b8-c798b779d8e2\", \"d0e926ed-700e-44e3-8a16-2364c4c1e0a3\", \"b0698462-60f3-4fd1-b645-a04805fc42f2\"], \"total_duration\": 295.0, \"total_sessions\": 4, \"mean_week_duration\": 2.438}, \"71128\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-04-09 10:21:08.000000+00:00\", \"2022-08-07 16:53:09.000000+00:00\", \"2019-07-05 02:36:15.000000+00:00\", \"2021-01-30 08:33:19.000000+00:00\"], \"session_ids\": [\"9b32e60a-f445-4527-8a13-dcc148c406ea\", \"4fa430b3-0e43-4120-912e-21b35e9278ef\", \"7ff5762d-e5c3-44f3-8057-975c01ec6335\", \"1578a4ef-984b-4394-8306-e067ce57b7a6\"], \"total_duration\": 419.0, \"total_sessions\": 4, \"mean_week_duration\": 2.408}}\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[{\"46648\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-08 23:31:17.000000+00:00\", \"2019-09-17 08:53:36.000000+00:00\"], \"session_ids\": [\"abb54d81-5f6e-4dc9-92ec-db2a8ede0e86\", \"f369c9ae-294a-4e65-8673-63dea4ca6103\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.965}}, {\"45117\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-06-18 17:49:10.000000+00:00\", \"2023-03-29 15:36:07.000000+00:00\"], \"session_ids\": [\"c7cb439f-e2df-4147-9fcf-d19bba0bccc3\", \"c6cc1d35-d773-4e4c-b4c7-1a7ccf27fd00\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.214}}, {\"71128\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-04-09 10:21:08.000000+00:00\", \"2022-08-07 16:53:09.000000+00:00\", \"2019-07-05 02:36:15.000000+00:00\", \"2021-01-30 08:33:19.000000+00:00\"], \"session_ids\": [\"9b32e60a-f445-4527-8a13-dcc148c406ea\", \"4fa430b3-0e43-4120-912e-21b35e9278ef\", \"7ff5762d-e5c3-44f3-8057-975c01ec6335\", \"1578a4ef-984b-4394-8306-e067ce57b7a6\"], \"total_duration\": 419.0, \"total_sessions\": 4, \"mean_week_duration\": 2.408}}, {\"39063\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-15 22:49:32.000000+00:00\", \"2023-02-20 02:42:06.000000+00:00\"], \"session_ids\": [\"cfb7d8fe-fb2f-4281-bc0b-5c1d5cdff1a6\", \"0a5fcb91-59ca-40f1-ad84-9e6036ce3717\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}}, {\"90431\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-25 22:51:10.000000+00:00\", \"2020-08-27 11:21:31.000000+00:00\", \"2022-01-22 12:04:44.000000+00:00\", \"2020-03-30 15:20:23.000000+00:00\"], \"session_ids\": [\"18094de2-b788-4acb-8f5b-cbc1ee899051\", \"48f4f111-a799-4ab7-a1b8-c798b779d8e2\", \"d0e926ed-700e-44e3-8a16-2364c4c1e0a3\", \"b0698462-60f3-4fd1-b645-a04805fc42f2\"], \"total_duration\": 295.0, \"total_sessions\": 4, \"mean_week_duration\": 2.438}}, {\"61376\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-12 15:12:24.000000+00:00\", \"2022-09-12 03:13:14.000000+00:00\"], \"session_ids\": [\"5f469ea6-6e9e-401c-b7e2-8f7e335589c5\", \"87110370-bd11-4e03-9bb9-961307c20b9f\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 2.717}}, {\"49263\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-22 02:01:05.000000+00:00\", \"2020-01-01 04:42:10.000000+00:00\"], \"session_ids\": [\"fa9d8a4f-53fe-4f2a-b4df-dded74184265\", \"3758a750-bc22-4252-b75f-f2bed0b2ed76\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 3.68}}, {\"87274\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-29 15:57:37.000000+00:00\", \"2023-04-25 10:26:19.000000+00:00\"], \"session_ids\": [\"0b5937fa-8b1f-4dd2-957b-fefebe066d5c\", \"5f21eabb-f96b-4dab-93c4-edc02f8ce272\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 3.896}}, {\"10713\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-06-03 18:13:04.000000+00:00\", \"2023-03-03 17:14:40.000000+00:00\", \"2023-02-18 05:28:15.000000+00:00\", \"2019-08-30 03:36:11.000000+00:00\", \"2022-10-11 21:47:53.000000+00:00\", \"2021-05-20 18:11:39.000000+00:00\", \"2020-02-24 13:42:47.000000+00:00\", \"2022-01-27 23:55:26.000000+00:00\"], \"session_ids\": [\"7b00eb3d-fe83-47cc-8c7f-f1e9adb1fae6\", \"09cf6257-58ee-45dc-bd82-212cfe125aaf\", \"c0be60b4-b2d3-4f49-bfb5-e83ba05ef363\", \"a30cfbf4-c5e0-4d57-80d7-47ba3477d621\", \"20e92d1c-17c3-4a63-a683-a203b49f6755\", \"9f91c174-ad5c-496b-9728-026e9216323b\", \"d5fd5636-5a02-4b7f-a6fb-c6c82184764d\", \"5efbbf70-50ce-4f8c-92e1-acd4bd4c1c96\"], \"total_duration\": 5205.0, \"total_sessions\": 8, \"mean_week_duration\": 28.443}}, {\"21944\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-07 19:39:13.000000+00:00\", \"2021-03-26 13:23:47.000000+00:00\", \"2021-10-12 21:50:10.000000+00:00\", \"2019-06-01 18:03:16.000000+00:00\", \"2022-04-09 16:38:58.000000+00:00\", \"2019-09-08 06:03:25.000000+00:00\", \"2019-03-28 11:37:52.000000+00:00\"], \"session_ids\": [\"52f5d343-4c8f-4add-aa5a-27cdf300181e\", \"2e166dbc-30a2-4e2f-9b14-91721989e792\", \"5f189df9-2322-46cf-8961-52f3c67fa550\", \"7c193fff-fa21-43b0-8d34-b6f32848dad4\", \"a526a4cf-486c-4c47-a1c1-1020f50545ea\", \"977b11d4-c8c3-4864-abd0-39c118d91a84\", \"f5f82552-f5e2-4dcf-88c3-1beae55b0da2\"], \"total_duration\": 7404.0, \"total_sessions\": 7, \"mean_week_duration\": 40.022}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"46648\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-08 23:31:17.000000+00:00\", \"2019-09-17 08:53:36.000000+00:00\"], \"session_ids\": [\"abb54d81-5f6e-4dc9-92ec-db2a8ede0e86\", \"f369c9ae-294a-4e65-8673-63dea4ca6103\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.965}}, {\"45117\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-06-18 17:49:10.000000+00:00\", \"2023-03-29 15:36:07.000000+00:00\"], \"session_ids\": [\"c7cb439f-e2df-4147-9fcf-d19bba0bccc3\", \"c6cc1d35-d773-4e4c-b4c7-1a7ccf27fd00\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.214}}, {\"71128\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-04-09 10:21:08.000000+00:00\", \"2022-08-07 16:53:09.000000+00:00\", \"2019-07-05 02:36:15.000000+00:00\", \"2021-01-30 08:33:19.000000+00:00\"], \"session_ids\": [\"9b32e60a-f445-4527-8a13-dcc148c406ea\", \"4fa430b3-0e43-4120-912e-21b35e9278ef\", \"7ff5762d-e5c3-44f3-8057-975c01ec6335\", \"1578a4ef-984b-4394-8306-e067ce57b7a6\"], \"total_duration\": 419.0, \"total_sessions\": 4, \"mean_week_duration\": 2.408}}, {\"39063\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-15 22:49:32.000000+00:00\", \"2023-02-20 02:42:06.000000+00:00\"], \"session_ids\": [\"cfb7d8fe-fb2f-4281-bc0b-5c1d5cdff1a6\", \"0a5fcb91-59ca-40f1-ad84-9e6036ce3717\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}}]\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[{\"46648\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-08 23:31:17.000000+00:00\", \"2019-09-17 08:53:36.000000+00:00\"], \"session_ids\": [\"abb54d81-5f6e-4dc9-92ec-db2a8ede0e86\", \"f369c9ae-294a-4e65-8673-63dea4ca6103\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 0.965}}, {\"45117\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-06-18 17:49:10.000000+00:00\", \"2023-03-29 15:36:07.000000+00:00\"], \"session_ids\": [\"c7cb439f-e2df-4147-9fcf-d19bba0bccc3\", \"c6cc1d35-d773-4e4c-b4c7-1a7ccf27fd00\"], \"total_duration\": 321.0, \"total_sessions\": 2, \"mean_week_duration\": 2.214}}, {\"71128\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-04-09 10:21:08.000000+00:00\", \"2022-08-07 16:53:09.000000+00:00\", \"2019-07-05 02:36:15.000000+00:00\", \"2021-01-30 08:33:19.000000+00:00\"], \"session_ids\": [\"9b32e60a-f445-4527-8a13-dcc148c406ea\", \"4fa430b3-0e43-4120-912e-21b35e9278ef\", \"7ff5762d-e5c3-44f3-8057-975c01ec6335\", \"1578a4ef-984b-4394-8306-e067ce57b7a6\"], \"total_duration\": 419.0, \"total_sessions\": 4, \"mean_week_duration\": 2.408}}, {\"39063\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-05-15 22:49:32.000000+00:00\", \"2023-02-20 02:42:06.000000+00:00\"], \"session_ids\": [\"cfb7d8fe-fb2f-4281-bc0b-5c1d5cdff1a6\", \"0a5fcb91-59ca-40f1-ad84-9e6036ce3717\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}}]\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 5 users whose all sessions quantity is same as 5 , execute sorting by app usage time 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{\"22064\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-02-18 14:30:11.000000+00:00\", \"2020-10-21 02:06:48.000000+00:00\", \"2021-04-23 08:56:35.000000+00:00\"], \"session_ids\": [\"39e0d152-da5b-4197-ade9-b388f6d8ce27\", \"c0dd62df-6ded-445d-b476-bbb59912c7b7\", \"af5561e7-7846-46e4-ab61-44bceb2e1fc1\"], \"total_duration\": 44.0, \"total_sessions\": 3, \"mean_week_duration\": 1.63}, \"38205\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-08 08:18:33.000000+00:00\", \"2021-03-19 11:15:44.000000+00:00\", \"2022-07-05 05:47:52.000000+00:00\"], \"session_ids\": [\"ea076815-4c40-4d93-b9fb-8ca6a64d197f\", \"07078d9f-f48a-447a-bd2a-5c3a56439da1\", \"c289772b-217d-4798-bf3d-a7e0bbfea240\"], \"total_duration\": 164.0, \"total_sessions\": 3, \"mean_week_duration\": 0.994}, \"96420\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-05-01 06:42:23.000000+00:00\", \"2020-07-20 15:15:03.000000+00:00\"], \"session_ids\": [\"d4fd514b-d0a8-4cc9-a4ca-75c3329a3f7b\", \"c6598d28-dd6b-4cf4-9337-7963f615bd9e\"], \"total_duration\": 74.0, \"total_sessions\": 2, \"mean_week_duration\": 6.167}, \"61149\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-17 01:00:12.000000+00:00\", \"2019-06-10 11:54:14.000000+00:00\", \"2022-01-30 22:58:25.000000+00:00\", \"2019-06-24 03:00:10.000000+00:00\", \"2020-04-01 12:53:10.000000+00:00\"], \"session_ids\": [\"7f2f9f4e-8bb5-4133-98e1-de65bf728aad\", \"5e14ceb1-6be1-45b5-b749-bc343f482a36\", \"f2268fd9-6706-49fe-967a-ae9cbabbd866\", \"ed43fe4c-f182-430c-959c-13cc171f8f9a\", \"c305cbd7-10b7-4f17-9873-2287b1a46ce1\"], \"total_duration\": 53.0, \"total_sessions\": 5, \"mean_week_duration\": 0.264}, \"77651\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-08-19 03:38:59.000000+00:00\", \"2019-01-04 09:45:57.000000+00:00\"], \"session_ids\": [\"21f5255a-f89d-41d7-9818-2b87056f9f69\", \"5d929e14-f97e-4450-bae0-c781d50c62cf\"], \"total_duration\": 213.0, \"total_sessions\": 2, \"mean_week_duration\": 1.127}, \"37946\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-31 13:09:02.000000+00:00\", \"2021-07-17 09:20:16.000000+00:00\"], \"session_ids\": [\"3ef4537b-2a39-48b3-a2b3-76c9b2bddd53\", \"15fc902d-08b4-428d-8d5c-5b67aff383db\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.931}, \"68136\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-01 02:48:58.000000+00:00\", \"2023-02-03 02:47:35.000000+00:00\", \"2019-03-15 05:42:55.000000+00:00\", \"2021-05-15 12:43:28.000000+00:00\", \"2022-10-14 22:07:46.000000+00:00\"], \"session_ids\": [\"c5e4eae8-d415-42c9-abc1-249b19885902\", \"1c08c2a2-5d51-4654-b46c-d0dbc0b1191f\", \"a342adf9-0043-41c1-9a13-84cdc5562c01\", \"27f0cb27-47d2-45e3-bd8c-ea6a8c7237ce\", \"e1b3e572-b23b-46d3-81d9-3de7ce750604\"], \"total_duration\": 143.0, \"total_sessions\": 5, \"mean_week_duration\": 0.704}, \"21702\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-15 20:03:13.000000+00:00\", \"2019-09-25 11:26:46.000000+00:00\", \"2022-07-10 09:25:49.000000+00:00\", \"2019-11-12 23:30:29.000000+00:00\", \"2022-08-20 10:47:33.000000+00:00\", \"2021-11-07 20:44:56.000000+00:00\", \"2022-10-26 13:59:18.000000+00:00\", \"2020-10-16 14:51:24.000000+00:00\"], \"session_ids\": [\"3abf0536-b827-42f1-9c48-a59ad33a3c81\", \"2dd711d0-10e9-4feb-9303-b240c461d4d0\", \"dc110c6b-f874-4c44-af56-c8586b6f5c24\", \"51c1ca95-3782-4da2-b260-5dd996871402\", \"297d8579-6868-4f94-919c-b39a57a6a9ec\", \"d2da86ee-7ca1-4b3a-ba95-00191cf06732\", \"cf56ced9-274c-4fc9-9093-579fe6a98fa2\", \"42b9abc5-eb18-4d62-8581-14d8752beeab\"], \"total_duration\": 8218.0, \"total_sessions\": 8, \"mean_week_duration\": 48.627}, \"98477\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-15 22:51:41.000000+00:00\", \"2020-10-02 02:02:49.000000+00:00\", \"2021-05-16 07:47:43.000000+00:00\", \"2022-06-22 15:49:36.000000+00:00\", \"2022-07-28 03:24:38.000000+00:00\", \"2021-07-25 02:56:39.000000+00:00\", \"2021-04-22 07:57:15.000000+00:00\", \"2019-10-18 20:55:56.000000+00:00\", \"2022-05-24 12:42:50.000000+00:00\", \"2021-09-29 22:01:59.000000+00:00\", \"2021-03-30 13:04:49.000000+00:00\"], \"session_ids\": [\"90367915-307d-4ac1-9beb-207e935843af\", \"726420e5-044e-4163-90a0-5060d8772745\", \"26eda991-1755-4329-a1bd-1a5c86a7d751\", \"e59d9a96-1cc0-4d03-ae7c-a8cc91ffda21\", \"94f8df59-1a54-4d52-9a27-94563835ffe2\", \"82a8cb1d-d4ca-4967-9280-3fa8c1dc7ee4\", \"5155489f-120a-44d9-92f6-8c47a910d4b3\", \"1fd5ab46-59f8-4a08-9f8e-69bf0480067b\", \"62168075-091c-4fc4-82c6-963b3753ae11\", \"2587d30e-0feb-484a-a2d2-c0cee468f4a1\", \"ba596a84-a32b-4628-a0db-ff60b0859295\"], \"total_duration\": 15186.0, \"total_sessions\": 11, \"mean_week_duration\": 104.731}, \"26259\": {\"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\": 7, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-27 07:11:14.000000+00:00\", \"2023-05-20 14:10:34.000000+00:00\", \"2022-02-07 18:32:38.000000+00:00\", \"2020-01-31 16:21:34.000000+00:00\", \"2019-12-17 16:37:03.000000+00:00\"], \"session_ids\": [\"816f9513-fada-4866-841b-64b6b14b96d9\", \"65998fde-2d7c-4f2c-906a-0ea399ba2df3\", \"3ad1f723-c43c-4c9d-8e86-62d87f30109b\", \"1a48e046-e1b0-4739-9931-2ccc373dd1b1\", \"857944f8-ade5-43b4-a714-a75e3a037d22\"], \"total_duration\": 3434.0, \"total_sessions\": 5, \"mean_week_duration\": 19.184}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are 5"
},
{
"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{\"61149\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-17 01:00:12.000000+00:00\", \"2019-06-10 11:54:14.000000+00:00\", \"2022-01-30 22:58:25.000000+00:00\", \"2019-06-24 03:00:10.000000+00:00\", \"2020-04-01 12:53:10.000000+00:00\"], \"session_ids\": [\"7f2f9f4e-8bb5-4133-98e1-de65bf728aad\", \"5e14ceb1-6be1-45b5-b749-bc343f482a36\", \"f2268fd9-6706-49fe-967a-ae9cbabbd866\", \"ed43fe4c-f182-430c-959c-13cc171f8f9a\", \"c305cbd7-10b7-4f17-9873-2287b1a46ce1\"], \"total_duration\": 53.0, \"total_sessions\": 5, \"mean_week_duration\": 0.264}, \"68136\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-01 02:48:58.000000+00:00\", \"2023-02-03 02:47:35.000000+00:00\", \"2019-03-15 05:42:55.000000+00:00\", \"2021-05-15 12:43:28.000000+00:00\", \"2022-10-14 22:07:46.000000+00:00\"], \"session_ids\": [\"c5e4eae8-d415-42c9-abc1-249b19885902\", \"1c08c2a2-5d51-4654-b46c-d0dbc0b1191f\", \"a342adf9-0043-41c1-9a13-84cdc5562c01\", \"27f0cb27-47d2-45e3-bd8c-ea6a8c7237ce\", \"e1b3e572-b23b-46d3-81d9-3de7ce750604\"], \"total_duration\": 143.0, \"total_sessions\": 5, \"mean_week_duration\": 0.704}, \"26259\": {\"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\": 7, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-27 07:11:14.000000+00:00\", \"2023-05-20 14:10:34.000000+00:00\", \"2022-02-07 18:32:38.000000+00:00\", \"2020-01-31 16:21:34.000000+00:00\", \"2019-12-17 16:37:03.000000+00:00\"], \"session_ids\": [\"816f9513-fada-4866-841b-64b6b14b96d9\", \"65998fde-2d7c-4f2c-906a-0ea399ba2df3\", \"3ad1f723-c43c-4c9d-8e86-62d87f30109b\", \"1a48e046-e1b0-4739-9931-2ccc373dd1b1\", \"857944f8-ade5-43b4-a714-a75e3a037d22\"], \"total_duration\": 3434.0, \"total_sessions\": 5, \"mean_week_duration\": 19.184}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"26259\": {\"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\": 7, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-27 07:11:14.000000+00:00\", \"2023-05-20 14:10:34.000000+00:00\", \"2022-02-07 18:32:38.000000+00:00\", \"2020-01-31 16:21:34.000000+00:00\", \"2019-12-17 16:37:03.000000+00:00\"], \"session_ids\": [\"816f9513-fada-4866-841b-64b6b14b96d9\", \"65998fde-2d7c-4f2c-906a-0ea399ba2df3\", \"3ad1f723-c43c-4c9d-8e86-62d87f30109b\", \"1a48e046-e1b0-4739-9931-2ccc373dd1b1\", \"857944f8-ade5-43b4-a714-a75e3a037d22\"], \"total_duration\": 3434.0, \"total_sessions\": 5, \"mean_week_duration\": 19.184}}, {\"68136\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-01 02:48:58.000000+00:00\", \"2023-02-03 02:47:35.000000+00:00\", \"2019-03-15 05:42:55.000000+00:00\", \"2021-05-15 12:43:28.000000+00:00\", \"2022-10-14 22:07:46.000000+00:00\"], \"session_ids\": [\"c5e4eae8-d415-42c9-abc1-249b19885902\", \"1c08c2a2-5d51-4654-b46c-d0dbc0b1191f\", \"a342adf9-0043-41c1-9a13-84cdc5562c01\", \"27f0cb27-47d2-45e3-bd8c-ea6a8c7237ce\", \"e1b3e572-b23b-46d3-81d9-3de7ce750604\"], \"total_duration\": 143.0, \"total_sessions\": 5, \"mean_week_duration\": 0.704}}, {\"61149\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-17 01:00:12.000000+00:00\", \"2019-06-10 11:54:14.000000+00:00\", \"2022-01-30 22:58:25.000000+00:00\", \"2019-06-24 03:00:10.000000+00:00\", \"2020-04-01 12:53:10.000000+00:00\"], \"session_ids\": [\"7f2f9f4e-8bb5-4133-98e1-de65bf728aad\", \"5e14ceb1-6be1-45b5-b749-bc343f482a36\", \"f2268fd9-6706-49fe-967a-ae9cbabbd866\", \"ed43fe4c-f182-430c-959c-13cc171f8f9a\", \"c305cbd7-10b7-4f17-9873-2287b1a46ce1\"], \"total_duration\": 53.0, \"total_sessions\": 5, \"mean_week_duration\": 0.264}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude 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[{\"26259\": {\"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\": 7, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-27 07:11:14.000000+00:00\", \"2023-05-20 14:10:34.000000+00:00\", \"2022-02-07 18:32:38.000000+00:00\", \"2020-01-31 16:21:34.000000+00:00\", \"2019-12-17 16:37:03.000000+00:00\"], \"session_ids\": [\"816f9513-fada-4866-841b-64b6b14b96d9\", \"65998fde-2d7c-4f2c-906a-0ea399ba2df3\", \"3ad1f723-c43c-4c9d-8e86-62d87f30109b\", \"1a48e046-e1b0-4739-9931-2ccc373dd1b1\", \"857944f8-ade5-43b4-a714-a75e3a037d22\"], \"total_duration\": 3434.0, \"total_sessions\": 5, \"mean_week_duration\": 19.184}}, {\"68136\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-01 02:48:58.000000+00:00\", \"2023-02-03 02:47:35.000000+00:00\", \"2019-03-15 05:42:55.000000+00:00\", \"2021-05-15 12:43:28.000000+00:00\", \"2022-10-14 22:07:46.000000+00:00\"], \"session_ids\": [\"c5e4eae8-d415-42c9-abc1-249b19885902\", \"1c08c2a2-5d51-4654-b46c-d0dbc0b1191f\", \"a342adf9-0043-41c1-9a13-84cdc5562c01\", \"27f0cb27-47d2-45e3-bd8c-ea6a8c7237ce\", \"e1b3e572-b23b-46d3-81d9-3de7ce750604\"], \"total_duration\": 143.0, \"total_sessions\": 5, \"mean_week_duration\": 0.704}}, {\"61149\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-17 01:00:12.000000+00:00\", \"2019-06-10 11:54:14.000000+00:00\", \"2022-01-30 22:58:25.000000+00:00\", \"2019-06-24 03:00:10.000000+00:00\", \"2020-04-01 12:53:10.000000+00:00\"], \"session_ids\": [\"7f2f9f4e-8bb5-4133-98e1-de65bf728aad\", \"5e14ceb1-6be1-45b5-b749-bc343f482a36\", \"f2268fd9-6706-49fe-967a-ae9cbabbd866\", \"ed43fe4c-f182-430c-959c-13cc171f8f9a\", \"c305cbd7-10b7-4f17-9873-2287b1a46ce1\"], \"total_duration\": 53.0, \"total_sessions\": 5, \"mean_week_duration\": 0.264}}]\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[{\"26259\": {\"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\": 7, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-27 07:11:14.000000+00:00\", \"2023-05-20 14:10:34.000000+00:00\", \"2022-02-07 18:32:38.000000+00:00\", \"2020-01-31 16:21:34.000000+00:00\", \"2019-12-17 16:37:03.000000+00:00\"], \"session_ids\": [\"816f9513-fada-4866-841b-64b6b14b96d9\", \"65998fde-2d7c-4f2c-906a-0ea399ba2df3\", \"3ad1f723-c43c-4c9d-8e86-62d87f30109b\", \"1a48e046-e1b0-4739-9931-2ccc373dd1b1\", \"857944f8-ade5-43b4-a714-a75e3a037d22\"], \"total_duration\": 3434.0, \"total_sessions\": 5, \"mean_week_duration\": 19.184}}, {\"68136\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-04-01 02:48:58.000000+00:00\", \"2023-02-03 02:47:35.000000+00:00\", \"2019-03-15 05:42:55.000000+00:00\", \"2021-05-15 12:43:28.000000+00:00\", \"2022-10-14 22:07:46.000000+00:00\"], \"session_ids\": [\"c5e4eae8-d415-42c9-abc1-249b19885902\", \"1c08c2a2-5d51-4654-b46c-d0dbc0b1191f\", \"a342adf9-0043-41c1-9a13-84cdc5562c01\", \"27f0cb27-47d2-45e3-bd8c-ea6a8c7237ce\", \"e1b3e572-b23b-46d3-81d9-3de7ce750604\"], \"total_duration\": 143.0, \"total_sessions\": 5, \"mean_week_duration\": 0.704}}, {\"61149\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-17 01:00:12.000000+00:00\", \"2019-06-10 11:54:14.000000+00:00\", \"2022-01-30 22:58:25.000000+00:00\", \"2019-06-24 03:00:10.000000+00:00\", \"2020-04-01 12:53:10.000000+00:00\"], \"session_ids\": [\"7f2f9f4e-8bb5-4133-98e1-de65bf728aad\", \"5e14ceb1-6be1-45b5-b749-bc343f482a36\", \"f2268fd9-6706-49fe-967a-ae9cbabbd866\", \"ed43fe4c-f182-430c-959c-13cc171f8f9a\", \"c305cbd7-10b7-4f17-9873-2287b1a46ce1\"], \"total_duration\": 53.0, \"total_sessions\": 5, \"mean_week_duration\": 0.264}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding user who is inhabitant of cities Moscow, Paris + do sorting by sum of duration descendingly."
}
] |
[
{
"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{\"32510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-04-06 20:43:42.000000+00:00\", \"2022-09-18 21:49:25.000000+00:00\", \"2019-09-12 13:33:21.000000+00:00\"], \"session_ids\": [\"e9328821-7ad6-4ced-9657-1753fd00a7c8\", \"2186c9d8-6b11-482d-b8eb-5a99b663fe83\", \"d03c12a7-f42a-49f3-9128-b33473f444e8\"], \"total_duration\": 113.0, \"total_sessions\": 3, \"mean_week_duration\": 0.715}, \"56814\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-14 14:45:18.000000+00:00\", \"2019-01-08 18:10:07.000000+00:00\", \"2023-01-10 10:52:16.000000+00:00\", \"2022-07-13 03:34:41.000000+00:00\", \"2019-08-30 19:07:48.000000+00:00\", \"2019-10-21 20:05:17.000000+00:00\", \"2019-02-13 13:30:28.000000+00:00\", \"2019-01-09 08:27:29.000000+00:00\", \"2020-05-27 04:40:42.000000+00:00\", \"2019-12-27 17:05:40.000000+00:00\", \"2019-01-11 00:05:22.000000+00:00\"], \"session_ids\": [\"a9732e93-6723-43c1-850c-93712a10206d\", \"a0792719-821b-41e5-b753-9b359f2d12db\", \"42ae1577-9e22-4bb4-84e6-17ce3639ef45\", \"2178f1fe-b2bf-4a5b-94bd-3f064f7d5981\", \"1e6374e2-9ecd-4bef-9145-d3de3bc335ce\", \"df57066f-818b-45b7-81dd-98b66f3cb037\", \"e91bb21b-b4ee-4f0c-b4d1-0862e952091a\", \"378b927f-1a5a-4145-ac7d-ea82e8a64b6b\", \"d5d4b6ca-07f6-41de-a469-63eddd5df275\", \"330b3243-1cbc-4c50-9370-a2e0f132e487\", \"d4b11537-ab9f-4f73-bdb8-fc6ae43a8b81\"], \"total_duration\": 11828.0, \"total_sessions\": 11, \"mean_week_duration\": 56.593}, \"63106\": {\"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\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-04-23 04:05:28.000000+00:00\", \"2022-09-30 15:06:27.000000+00:00\", \"2022-02-27 20:16:37.000000+00:00\", \"2021-06-13 04:56:17.000000+00:00\", \"2019-06-05 04:28:38.000000+00:00\", \"2021-03-08 15:34:09.000000+00:00\", \"2019-06-04 10:01:03.000000+00:00\", \"2021-07-13 14:43:43.000000+00:00\", \"2020-04-04 20:47:03.000000+00:00\", \"2022-01-04 01:58:24.000000+00:00\"], \"session_ids\": [\"839eb45d-5e74-43ab-8d8e-149306fc2c82\", \"16aeb05c-fcb8-49bb-984a-ba51db7bd04a\", \"d10b59bc-5f64-4bb3-bb83-559df3f1016b\", \"eced63a7-1da9-48c0-9a63-88e0b4a22ca0\", \"b55653d5-28f5-4260-8b74-1fb49a33fe4b\", \"ca16f545-d26e-4e1e-97af-2d1732ae7439\", \"9a68cc2f-2c60-44de-b605-c2eca3232dee\", \"df22a9c2-261a-4bfb-8e36-7ec9fce9714b\", \"88dcfe84-943a-4190-8e9e-d086e9721e02\", \"c72de125-a413-448d-bd1a-c8ce2ac84e87\"], \"total_duration\": 1801.0, \"total_sessions\": 10, \"mean_week_duration\": 10.351}, \"85828\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-23 15:37:18.000000+00:00\", \"2023-04-16 01:38:59.000000+00:00\"], \"session_ids\": [\"05316197-bb78-4b5b-b489-75fea6803788\", \"f7d6945c-273e-4b3d-aefa-28d48670559b\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 3.769}, \"85337\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-01-19 13:03:40.000000+00:00\", \"2020-07-22 21:15:06.000000+00:00\", \"2020-11-15 01:03:34.000000+00:00\"], \"session_ids\": [\"b0ac56a7-04af-4cc3-8552-762edc8308f9\", \"844e5a14-b234-4cbb-bcf4-c771941c40ba\", \"c0504f05-5878-4bd6-a0ad-5a0f2f195694\"], \"total_duration\": 400.0, \"total_sessions\": 3, \"mean_week_duration\": 5.128}, \"13665\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Sydney\", \"datetimes\": [\"2020-10-12 22:40:06.000000+00:00\", \"2022-05-28 01:14:07.000000+00:00\", \"2020-02-07 02:28:00.000000+00:00\", \"2022-12-08 16:24:16.000000+00:00\", \"2019-12-13 18:49:09.000000+00:00\", \"2020-12-13 18:48:32.000000+00:00\", \"2021-11-03 00:58:46.000000+00:00\", \"2020-01-06 18:19:46.000000+00:00\", \"2019-08-06 18:45:57.000000+00:00\", \"2022-11-06 09:20:49.000000+00:00\"], \"session_ids\": [\"a2ed03be-d691-4806-9ffe-fb96d37fa083\", \"f8fd46dd-0ef2-4d5c-90d7-d3e69d92f866\", \"d25c7061-35d4-4141-b469-e1507e7439e6\", \"a60d244a-769d-4096-bfe2-05d1edc6bec7\", \"aba51233-f683-46fa-836a-aed196b554e8\", \"bb42e499-3ddc-411e-a9bf-a5335d8ebf10\", \"4c2fc947-a192-4258-9dfa-9fc4c77b6bbb\", \"487fd3bb-9c68-468d-9c44-9d218a819343\", \"d8f8a5a5-9419-4890-aa58-0e9926d24b06\", \"d9bfd5b0-c5bd-4ca7-b79e-349f3d8a2483\"], \"total_duration\": 18969.0, \"total_sessions\": 10, \"mean_week_duration\": 108.394}, \"26877\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-07 20:57:31.000000+00:00\", \"2021-08-15 04:52:28.000000+00:00\"], \"session_ids\": [\"e531d1f9-a311-4e71-a05b-8f3dee3482e7\", \"fe290b97-2a98-4f45-bbb8-d0bb9a88ca01\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.268}, \"21896\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-19 20:35:55.000000+00:00\", \"2019-09-12 17:57:34.000000+00:00\"], \"session_ids\": [\"6ca0ab14-1033-4728-b647-7c89a71ef168\", \"4b306ca5-fac7-4785-a40a-c67c81ac8f7c\"], \"total_duration\": 386.0, \"total_sessions\": 2, \"mean_week_duration\": 14.296}, \"30241\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-03-08 02:18:00.000000+00:00\", \"2023-04-05 16:12:45.000000+00:00\"], \"session_ids\": [\"44cd8a91-e46f-4603-b473-927286762f01\", \"6a3fa7d4-3032-4041-bec4-87db113e23aa\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 1.304}, \"6319\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-01-03 11:46:55.000000+00:00\", \"2020-09-18 06:09:36.000000+00:00\"], \"session_ids\": [\"7d59564c-3934-44cc-9f18-cf087a5f729d\", \"729d7b05-d19b-4c87-a86a-042efaf31a44\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.808}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Moscow, Parare"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Moscow\", \"Paris\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"32510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-04-06 20:43:42.000000+00:00\", \"2022-09-18 21:49:25.000000+00:00\", \"2019-09-12 13:33:21.000000+00:00\"], \"session_ids\": [\"e9328821-7ad6-4ced-9657-1753fd00a7c8\", \"2186c9d8-6b11-482d-b8eb-5a99b663fe83\", \"d03c12a7-f42a-49f3-9128-b33473f444e8\"], \"total_duration\": 113.0, \"total_sessions\": 3, \"mean_week_duration\": 0.715}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"32510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-04-06 20:43:42.000000+00:00\", \"2022-09-18 21:49:25.000000+00:00\", \"2019-09-12 13:33:21.000000+00:00\"], \"session_ids\": [\"e9328821-7ad6-4ced-9657-1753fd00a7c8\", \"2186c9d8-6b11-482d-b8eb-5a99b663fe83\", \"d03c12a7-f42a-49f3-9128-b33473f444e8\"], \"total_duration\": 113.0, \"total_sessions\": 3, \"mean_week_duration\": 0.715}}]\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[{\"32510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-04-06 20:43:42.000000+00:00\", \"2022-09-18 21:49:25.000000+00:00\", \"2019-09-12 13:33:21.000000+00:00\"], \"session_ids\": [\"e9328821-7ad6-4ced-9657-1753fd00a7c8\", \"2186c9d8-6b11-482d-b8eb-5a99b663fe83\", \"d03c12a7-f42a-49f3-9128-b33473f444e8\"], \"total_duration\": 113.0, \"total_sessions\": 3, \"mean_week_duration\": 0.715}}]\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[{\"32510\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-04-06 20:43:42.000000+00:00\", \"2022-09-18 21:49:25.000000+00:00\", \"2019-09-12 13:33:21.000000+00:00\"], \"session_ids\": [\"e9328821-7ad6-4ced-9657-1753fd00a7c8\", \"2186c9d8-6b11-482d-b8eb-5a99b663fe83\", \"d03c12a7-f42a-49f3-9128-b33473f444e8\"], \"total_duration\": 113.0, \"total_sessions\": 3, \"mean_week_duration\": 0.715}}]\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 who currently lives in city Nairobi in addition carry out sorting by sessions count from the smallest value to the largest 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{\"43003\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-09-05 13:24:13.000000+00:00\", \"2023-02-24 23:59:36.000000+00:00\", \"2019-03-29 07:54:03.000000+00:00\"], \"session_ids\": [\"3b939837-2514-4111-8c87-9fd088c75e33\", \"f979d623-866c-4cb6-aa12-ad866d5d9a37\", \"b176106d-8d4e-4b67-aaa1-f63991af82fe\"], \"total_duration\": 58.0, \"total_sessions\": 3, \"mean_week_duration\": 0.284}, \"44945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-07-12 13:18:49.000000+00:00\", \"2019-09-09 07:27:48.000000+00:00\", \"2020-09-04 01:38:07.000000+00:00\", \"2022-03-26 14:54:37.000000+00:00\"], \"session_ids\": [\"051523e8-73ce-4a11-b296-1924f7777bb2\", \"9afbb7be-20ab-47c4-8635-66e4003b1c5b\", \"221e160d-ff66-4dbd-a1e2-b18139d81743\", \"bbe31972-13b2-4e2e-a2e8-24510acbe0ec\"], \"total_duration\": 219.0, \"total_sessions\": 4, \"mean_week_duration\": 1.47}, \"92870\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-22 14:29:39.000000+00:00\", \"2021-06-08 08:22:52.000000+00:00\"], \"session_ids\": [\"2917ae44-93b5-4591-8fda-1230dc193f4a\", \"f21dbe4e-0ff9-4ede-a010-cd66e3ed314c\"], \"total_duration\": 225.0, \"total_sessions\": 2, \"mean_week_duration\": 2.103}, \"11709\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-01-14 08:28:02.000000+00:00\", \"2021-09-04 15:17:49.000000+00:00\", \"2022-05-05 05:26:43.000000+00:00\", \"2019-09-12 18:07:29.000000+00:00\", \"2023-01-03 17:48:31.000000+00:00\", \"2020-02-14 03:10:33.000000+00:00\", \"2022-08-27 23:15:11.000000+00:00\", \"2021-08-21 20:32:46.000000+00:00\", \"2020-04-09 10:17:15.000000+00:00\", \"2020-03-08 06:12:29.000000+00:00\", \"2022-02-02 18:56:44.000000+00:00\"], \"session_ids\": [\"7e16d771-81a8-466c-9450-a8ea3408bf12\", \"3f9210d0-c089-4775-9ab4-d379f5426e61\", \"3556f028-3c55-43f5-80da-6f88489ae5dd\", \"3613d8ed-bad1-4801-b40d-53e63990db5b\", \"e4e9105b-c9a0-4974-b509-6c420785c133\", \"90edab1f-6331-48b8-bcfe-65166cbe0189\", \"3c675320-dbda-4b8f-8b31-5ec616e1dcf6\", \"df8e20cb-8063-4503-8733-ce4a9a7cd4b3\", \"ccccdc8c-1974-4f2e-a728-4664501b2098\", \"a9ddc2c0-f088-46e7-bcfd-8cc332575d9d\", \"12a4dd8e-21bd-4bb2-b48a-83efd63689df\"], \"total_duration\": 25241.0, \"total_sessions\": 11, \"mean_week_duration\": 145.902}, \"83130\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-08-01 10:27:23.000000+00:00\", \"2023-04-10 12:38:01.000000+00:00\", \"2020-12-18 09:13:46.000000+00:00\"], \"session_ids\": [\"b73895d7-079c-45d4-99d6-7c9b36b25957\", \"0ec5671b-9344-4441-92bf-caed3c9fdb46\", \"69a7335e-175c-4173-b118-3db971eab918\"], \"total_duration\": 489.0, \"total_sessions\": 3, \"mean_week_duration\": 4.041}, \"87789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-06-09 21:37:56.000000+00:00\", \"2022-02-22 20:49:22.000000+00:00\", \"2020-06-10 06:15:55.000000+00:00\"], \"session_ids\": [\"6946299c-4d65-4009-a6d8-b9ec591bb07f\", \"f4f4e4e4-a925-4c17-92d6-2b37d9b204cb\", \"4a51adc1-684b-4fc3-bbbe-a97ec4908f26\"], \"total_duration\": 386.0, \"total_sessions\": 3, \"mean_week_duration\": 3.676}, \"60267\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-11-19 09:48:25.000000+00:00\", \"2023-05-03 19:46:38.000000+00:00\", \"2019-08-30 20:27:55.000000+00:00\"], \"session_ids\": [\"73ff490b-34dd-425b-81e1-9913071857c9\", \"fafde877-f940-4c66-a1c3-03c127d19265\", \"83a2d522-aee4-4325-9f1d-b36a630b66ee\"], \"total_duration\": 825.0, \"total_sessions\": 3, \"mean_week_duration\": 4.297}, \"21855\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-07-18 16:36:40.000000+00:00\", \"2019-10-08 23:22:15.000000+00:00\"], \"session_ids\": [\"61ddbd05-3718-405e-a4a7-3ee710ab9cbf\", \"1a4f1230-14b2-401e-b151-26947bffc9cb\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.772}, \"13636\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-02-09 22:48:31.000000+00:00\", \"2019-10-29 20:24:10.000000+00:00\", \"2021-03-16 05:18:27.000000+00:00\"], \"session_ids\": [\"54bf7739-3f21-4ef3-9ee6-c76edfffcd0a\", \"419c169b-4ccf-4b59-8f77-c84a4f9334c4\", \"7508a67c-97dc-4611-82de-650d52a896fd\"], \"total_duration\": 686.0, \"total_sessions\": 3, \"mean_week_duration\": 3.988}, \"90091\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-02 19:24:36.000000+00:00\", \"2021-06-15 22:28:48.000000+00:00\", \"2019-09-01 20:52:23.000000+00:00\"], \"session_ids\": [\"22f04066-f77b-47a3-a112-442e592585c8\", \"d45d4901-f7cf-4d51-82b2-454fc67264e7\", \"6ac25574-4261-41fc-bbdd-32a829e433bd\"], \"total_duration\": 170.0, \"total_sessions\": 3, \"mean_week_duration\": 1.083}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Nairobi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Nairobi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21855\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-07-18 16:36:40.000000+00:00\", \"2019-10-08 23:22:15.000000+00:00\"], \"session_ids\": [\"61ddbd05-3718-405e-a4a7-3ee710ab9cbf\", \"1a4f1230-14b2-401e-b151-26947bffc9cb\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.772}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"21855\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-07-18 16:36:40.000000+00:00\", \"2019-10-08 23:22:15.000000+00:00\"], \"session_ids\": [\"61ddbd05-3718-405e-a4a7-3ee710ab9cbf\", \"1a4f1230-14b2-401e-b151-26947bffc9cb\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.772}}]\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[{\"21855\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-07-18 16:36:40.000000+00:00\", \"2019-10-08 23:22:15.000000+00:00\"], \"session_ids\": [\"61ddbd05-3718-405e-a4a7-3ee710ab9cbf\", \"1a4f1230-14b2-401e-b151-26947bffc9cb\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.772}}]\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[{\"21855\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-07-18 16:36:40.000000+00:00\", \"2019-10-08 23:22:15.000000+00:00\"], \"session_ids\": [\"61ddbd05-3718-405e-a4a7-3ee710ab9cbf\", \"1a4f1230-14b2-401e-b151-26947bffc9cb\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.772}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding users I can find living in cities Stockholm, New York City, Tokyo, Tegucigalpa, Rio de Janeiro + execute sorting by total_duration from the smallest to the largest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14834\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-02-23 06:39:40.000000+00:00\", \"2021-08-21 06:36:09.000000+00:00\"], \"session_ids\": [\"00235bf5-4944-4a2a-9c2c-754a47bf5f7b\", \"270da2a2-0cd3-41bc-a7c8-42d41d7c0381\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 6.846}, \"43931\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-07-23 21:57:04.000000+00:00\", \"2021-06-15 15:49:09.000000+00:00\"], \"session_ids\": [\"8fa6c61b-15a0-42fb-a7e8-f44a7d598349\", \"5fa0fa9d-b98c-4cbb-adbe-8424a0a3476b\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}, \"74639\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-30 04:53:52.000000+00:00\", \"2022-03-02 18:25:00.000000+00:00\", \"2023-06-29 18:29:11.000000+00:00\", \"2020-05-26 17:36:17.000000+00:00\", \"2020-04-09 22:17:44.000000+00:00\"], \"session_ids\": [\"76242732-5514-4c8a-bb8f-2ca8c1f08768\", \"46c3ebbe-5a23-41ab-8530-560586f5acc3\", \"3fa1426c-0292-425a-a671-670b77c91e7d\", \"17853787-19f5-4392-95c4-77a3d2e7d796\", \"22cce8bd-0aca-4bd0-8f01-2f16ddcc4a2d\"], \"total_duration\": 111.0, \"total_sessions\": 5, \"mean_week_duration\": 0.661}, \"20749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-07-14 21:54:20.000000+00:00\", \"2021-09-15 19:06:03.000000+00:00\", \"2020-07-24 11:03:49.000000+00:00\", \"2022-11-24 17:14:16.000000+00:00\"], \"session_ids\": [\"cfa57c44-09bd-40ba-874a-32f7ade4803d\", \"492e4f11-6eb2-4b44-b17a-df8bec76a520\", \"192b080b-01e1-4a08-a356-3b2ddb894a1b\", \"fad88847-0ead-4bda-a339-009e727442b5\"], \"total_duration\": 307.0, \"total_sessions\": 4, \"mean_week_duration\": 2.516}, \"45250\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2023-05-24 00:00:21.000000+00:00\", \"2023-06-11 06:42:30.000000+00:00\", \"2022-01-18 16:26:03.000000+00:00\"], \"session_ids\": [\"e0bfa395-04d8-4f3a-b5fa-59410f319b21\", \"8b0859f5-33c7-4559-b5d6-1c789ba625e4\", \"7b278937-3229-4d09-b245-edc6a3974171\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 2.356}, \"54790\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-27 19:56:06.000000+00:00\", \"2022-08-25 04:11:36.000000+00:00\"], \"session_ids\": [\"00b7fd7a-654e-4e33-befb-e764b15551c3\", \"e699d0aa-0bb3-4bf9-875d-1073aa7788f0\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 3.752}, \"26367\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-28 04:43:46.000000+00:00\", \"2019-11-09 04:23:58.000000+00:00\"], \"session_ids\": [\"191ac5c0-394b-4a50-9551-567f1ba9d2c9\", \"e79ce857-ba79-4624-bfbe-5ca47a4f7c4e\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 3.167}, \"74173\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-12-10 17:33:00.000000+00:00\", \"2022-10-17 12:00:16.000000+00:00\"], \"session_ids\": [\"165aac15-fed2-42cc-944d-7bfbed9416e9\", \"b36f4b5b-a632-443b-a7b4-297182e8f3aa\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 1.082}, \"46909\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-30 22:12:37.000000+00:00\", \"2019-09-07 03:57:53.000000+00:00\", \"2022-01-05 18:11:27.000000+00:00\"], \"session_ids\": [\"6548d228-0fbe-4cd6-99e0-638f63cfef4e\", \"f641ab18-8e78-41e1-9e81-92a3b6f6ed75\", \"bc684252-7655-49b9-a68f-ae26a1a7d0bb\"], \"total_duration\": 212.0, \"total_sessions\": 3, \"mean_week_duration\": 1.285}, \"33991\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-07-04 07:11:48.000000+00:00\", \"2021-10-11 16:57:51.000000+00:00\"], \"session_ids\": [\"ba6ccf82-7d56-49ab-9e88-3c342333de9b\", \"1f0bff86-4412-4d9b-a833-c20bcb9ddf49\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 11.133}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Stockholm, New York City, Tokyo, Tegucigalpa, Rio de Janeiro"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Stockholm\", \"New York City\", \"Tokyo\", \"Tegucigalpa\", \"Rio de Janeiro\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54790\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-27 19:56:06.000000+00:00\", \"2022-08-25 04:11:36.000000+00:00\"], \"session_ids\": [\"00b7fd7a-654e-4e33-befb-e764b15551c3\", \"e699d0aa-0bb3-4bf9-875d-1073aa7788f0\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 3.752}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"54790\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-27 19:56:06.000000+00:00\", \"2022-08-25 04:11:36.000000+00:00\"], \"session_ids\": [\"00b7fd7a-654e-4e33-befb-e764b15551c3\", \"e699d0aa-0bb3-4bf9-875d-1073aa7788f0\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 3.752}}]\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[{\"54790\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-27 19:56:06.000000+00:00\", \"2022-08-25 04:11:36.000000+00:00\"], \"session_ids\": [\"00b7fd7a-654e-4e33-befb-e764b15551c3\", \"e699d0aa-0bb3-4bf9-875d-1073aa7788f0\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 3.752}}]\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 7 users with a time spent on the site that is higher than 1969 and lower than 4411, exclusive 1969 and 4411 additionaly execute sorting by app usage time per week asc."
}
] |
[
{
"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{\"75235\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-04-04 12:54:42.000000+00:00\", \"2023-04-02 02:12:24.000000+00:00\", \"2022-04-26 06:00:00.000000+00:00\", \"2020-01-07 18:06:35.000000+00:00\", \"2022-04-01 09:21:02.000000+00:00\", \"2020-10-02 18:40:39.000000+00:00\", \"2019-08-22 15:28:36.000000+00:00\"], \"session_ids\": [\"3c5f7693-30c0-481e-a18d-31519573d417\", \"85488f35-82b2-4b78-a920-f7c555dd992f\", \"b4a76996-7506-4ed9-82de-743b2aed35ba\", \"0a11a35c-d631-402c-9d01-76e07a985911\", \"906c7e50-71e8-4ad3-be27-58eec39deb14\", \"404d48f4-87cc-403b-affb-b837bd3e4d90\", \"e8e267c8-feb5-4b76-bcb1-098c4e0d9b1c\"], \"total_duration\": 5077.0, \"total_sessions\": 7, \"mean_week_duration\": 26.862}, \"25457\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2020-10-15 16:38:55.000000+00:00\", \"2019-07-02 19:18:05.000000+00:00\"], \"session_ids\": [\"a08ad2c4-617c-4b81-9ea6-d13356542188\", \"bd047515-dbfb-4305-9ce1-69c1fc97badf\"], \"total_duration\": 121.0, \"total_sessions\": 2, \"mean_week_duration\": 1.779}, \"29399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-05-09 09:18:37.000000+00:00\", \"2021-06-10 14:59:21.000000+00:00\"], \"session_ids\": [\"ee7bac65-1752-4fbf-a143-d1a8c7e7eb6a\", \"66d4b7c8-d6cd-42b3-bbd9-3f0cab88fdff\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 1.263}, \"14279\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-10-06 04:01:43.000000+00:00\", \"2022-07-14 18:17:13.000000+00:00\", \"2021-01-28 19:32:01.000000+00:00\", \"2021-11-13 02:36:28.000000+00:00\"], \"session_ids\": [\"ca79b67b-98fb-4d62-a772-3429317911b8\", \"1d30f0f0-56d0-4d9d-aedd-031f76b51921\", \"cf7ca947-e658-4819-bb9f-4acca1c37ff2\", \"268d4852-9b34-4e1f-91b2-7bd966cd557d\"], \"total_duration\": 232.0, \"total_sessions\": 4, \"mean_week_duration\": 1.6}, \"13319\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-02 12:17:52.000000+00:00\", \"2020-09-03 11:13:14.000000+00:00\", \"2019-09-27 09:43:03.000000+00:00\"], \"session_ids\": [\"4ec273a6-d346-4d53-9cac-67347818388e\", \"a62265a7-91dc-4c59-93f6-ab8409d9ee73\", \"742c25ea-d234-4a68-87c0-a3b574921dff\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 0.469}, \"2669\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-02 08:29:03.000000+00:00\", \"2022-02-28 06:49:58.000000+00:00\", \"2022-08-07 17:38:25.000000+00:00\", \"2021-05-03 12:02:22.000000+00:00\", \"2022-09-19 22:40:03.000000+00:00\", \"2021-03-23 13:59:05.000000+00:00\", \"2020-09-16 07:54:32.000000+00:00\", \"2021-11-10 18:30:19.000000+00:00\", \"2020-01-24 04:28:11.000000+00:00\", \"2023-05-24 08:47:00.000000+00:00\"], \"session_ids\": [\"09e81d5a-243a-43bb-acad-5f389031e669\", \"8b63aff4-03bb-49e7-8974-e697ede15454\", \"dcc9f386-1bb9-4951-85e1-fd708b7626fa\", \"940cef95-014e-4f15-9e11-eece48c74735\", \"af2e5eb9-c857-444c-8c39-871e8f07c371\", \"5919f567-b324-439f-b90c-3138dc851c84\", \"e83184c5-bc13-44ae-9f19-e36cac459488\", \"b00a3d86-24fa-466d-94a6-e22e578c3f7c\", \"7ac301e7-56eb-4d00-8af7-7179fe918211\", \"e5044e4b-901c-4a45-8742-8e8c5d6bc9aa\"], \"total_duration\": 112.0, \"total_sessions\": 10, \"mean_week_duration\": 0.589}, \"83901\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-07 14:30:57.000000+00:00\", \"2020-11-12 03:21:28.000000+00:00\", \"2020-05-12 03:58:35.000000+00:00\", \"2020-03-19 01:59:39.000000+00:00\", \"2019-12-07 10:49:34.000000+00:00\", \"2021-07-12 02:53:45.000000+00:00\", \"2021-07-24 22:03:33.000000+00:00\", \"2019-12-19 23:34:20.000000+00:00\", \"2021-09-29 05:05:51.000000+00:00\", \"2022-07-02 07:56:22.000000+00:00\"], \"session_ids\": [\"5b6233fb-50aa-4422-ab1d-72ad12836200\", \"5647e141-6eba-470e-9888-4f5207df56af\", \"93da12b6-e850-447c-be3b-04d9b599e8bd\", \"479441ce-4920-4d0e-a5de-9abac42f5d58\", \"59f0d17c-c1f4-4160-b29d-de5db167cf14\", \"bab623ed-3806-4051-8d30-c9592539c130\", \"94ea3bb7-d694-4038-9d30-c29855518fda\", \"bf1c1d26-b118-425f-b3fd-efefb40833a4\", \"3685f589-3351-43b4-ae3a-366cbce54c3a\", \"18d34a2f-62aa-4a4b-bd5e-01d58803023a\"], \"total_duration\": 14928.0, \"total_sessions\": 10, \"mean_week_duration\": 111.403}, \"33311\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-11-12 06:00:06.000000+00:00\", \"2021-11-03 07:55:27.000000+00:00\", \"2021-01-28 08:50:10.000000+00:00\"], \"session_ids\": [\"a72d2915-adb4-4062-b08c-51f79a72f7ad\", \"01ec8900-119c-484d-9597-9e5df44b2c6e\", \"7db51402-1b45-4a2e-977c-aec0eaa7fc43\"], \"total_duration\": 308.0, \"total_sessions\": 3, \"mean_week_duration\": 6.039}, \"26430\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-01-17 02:44:09.000000+00:00\", \"2023-04-18 14:19:59.000000+00:00\"], \"session_ids\": [\"ef394264-3e1e-4198-9dbe-84dc074e2f0a\", \"119c2833-1fa1-49bc-a07c-994e2fe657de\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 0.532}, \"88487\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-15 23:39:11.000000+00:00\", \"2023-05-29 22:22:35.000000+00:00\", \"2020-04-24 21:03:44.000000+00:00\", \"2022-08-29 11:55:41.000000+00:00\", \"2020-03-31 07:01:47.000000+00:00\", \"2021-09-26 08:26:47.000000+00:00\", \"2022-12-13 10:19:38.000000+00:00\", \"2021-12-16 09:32:39.000000+00:00\", \"2019-05-26 08:02:34.000000+00:00\", \"2020-07-08 09:51:11.000000+00:00\", \"2021-10-10 21:55:35.000000+00:00\"], \"session_ids\": [\"b5ee5ca1-081c-458d-b8b1-5e5114b2cfa7\", \"3c76afa3-4c37-4762-a13c-d69d2d62510b\", \"a7ad6a06-9a51-4741-8024-83f1a93130fa\", \"e4e37935-5b4d-4419-b50c-cc217a4db6e1\", \"e4fec766-7871-4104-9e7b-703f389bea33\", \"fd10cae5-cbfb-4c60-803f-679508b361be\", \"640bd206-a4e4-4c69-a8d5-95063ecf2977\", \"d39d769d-889e-4d59-a882-0fc171ff2680\", \"c47e628d-37c4-42de-951f-2d36f3d1c732\", \"4d04ce22-9f50-4e4e-aadd-81f6f96f1731\", \"c0ce1442-7973-41f8-978e-79963894870f\"], \"total_duration\": 61433.0, \"total_sessions\": 11, \"mean_week_duration\": 292.538}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 1969 and are less than 4411"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[1969, 4411]]}}}\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": "Tell me about users who are folks of cities San Pedro, Karachi, New York City also do sorting by sessions count asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74254\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-08-01 21:48:39.000000+00:00\", \"2020-12-29 04:23:00.000000+00:00\"], \"session_ids\": [\"631b6e2f-9df7-4f13-b325-35bd6d3d7f11\", \"3f5a28b8-5e58-4c5e-bb08-498056c3d3fa\"], \"total_duration\": 294.0, \"total_sessions\": 2, \"mean_week_duration\": 3.542}, \"52952\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-03-04 00:25:16.000000+00:00\", \"2022-06-29 16:02:10.000000+00:00\"], \"session_ids\": [\"551d8cc1-6f75-417f-8837-2340a4566f5d\", \"db9bb2e7-0aa0-42a7-8600-99da232fea58\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.348}, \"14931\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-06-27 21:25:40.000000+00:00\", \"2021-04-19 21:56:54.000000+00:00\", \"2023-06-15 09:59:36.000000+00:00\", \"2019-11-13 13:26:56.000000+00:00\", \"2020-07-29 22:29:52.000000+00:00\", \"2020-11-28 06:12:08.000000+00:00\", \"2021-06-22 14:28:24.000000+00:00\"], \"session_ids\": [\"05e972f7-959c-4577-9183-24daf68f1083\", \"6acc08ae-c1c5-42a2-b7d1-1f9af67b7098\", \"aadd507d-86ba-460d-b6f4-2c6f3fd7f9aa\", \"2d1c7b00-3af7-44d3-b02b-d7bab3c16912\", \"2834ff14-6fd3-4db5-b73c-5d896c5c0fa4\", \"3ab3c3d2-f297-4386-8d3d-eae6bb73dbfe\", \"6f20d6cf-a056-4629-a34d-132a79c7f70f\"], \"total_duration\": 4728.0, \"total_sessions\": 7, \"mean_week_duration\": 25.283}, \"35751\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-06-17 04:06:56.000000+00:00\", \"2021-02-11 18:45:05.000000+00:00\"], \"session_ids\": [\"a4bd5535-a7d0-4efc-bb8c-7f2edcf5b337\", \"17caa01d-c845-4fe1-b57c-abb44ba88f50\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 5.389}, \"21798\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-07-02 00:16:17.000000+00:00\", \"2021-03-28 00:33:08.000000+00:00\", \"2021-07-26 01:30:53.000000+00:00\", \"2019-08-24 13:44:58.000000+00:00\", \"2020-11-10 14:47:05.000000+00:00\"], \"session_ids\": [\"3057e224-6ed0-43cb-a4a0-5af1e8e4cd71\", \"395cc84c-c9e6-4bb1-879b-5557e421ecef\", \"aed1905b-e509-4862-8704-e3f30af2de5f\", \"1e9ad7c6-ac91-4f3b-b3a7-327df1aaa453\", \"d146e93f-c4ac-4a40-981d-ead053e505d3\"], \"total_duration\": 677.0, \"total_sessions\": 5, \"mean_week_duration\": 4.544}, \"30794\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-08-31 05:34:32.000000+00:00\", \"2019-05-08 08:54:52.000000+00:00\", \"2021-11-25 09:56:05.000000+00:00\", \"2020-12-09 16:16:24.000000+00:00\", \"2021-04-10 00:31:33.000000+00:00\", \"2021-02-08 10:24:06.000000+00:00\", \"2022-07-11 21:46:24.000000+00:00\"], \"session_ids\": [\"f4fdff1e-4260-4c4f-ae46-c23478c748f0\", \"c4b15237-dbdb-47bf-88bd-13326d030384\", \"f39cfc62-72ab-4a46-88d9-62c713bbbdc4\", \"3d356953-5fc4-403b-8e07-3e9c145cd769\", \"48aad6a0-1225-4092-ac7d-ddb0290c9891\", \"483dacb1-58f1-4f0f-8e31-fe46c0af873b\", \"6e84d21b-3deb-41c2-b1b5-11f49560d71a\"], \"total_duration\": 9871.0, \"total_sessions\": 7, \"mean_week_duration\": 59.464}, \"44077\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-11-09 09:53:27.000000+00:00\", \"2022-03-12 21:12:05.000000+00:00\"], \"session_ids\": [\"a46046ef-3e39-45da-95ba-508fd1243b20\", \"5e3d28c5-7b77-4551-8c57-f3bca1528f56\"], \"total_duration\": 463.0, \"total_sessions\": 2, \"mean_week_duration\": 13.229}, \"43735\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-12-08 08:45:29.000000+00:00\", \"2021-08-18 01:38:38.000000+00:00\", \"2023-03-08 16:25:41.000000+00:00\", \"2021-04-16 06:57:28.000000+00:00\", \"2022-01-27 05:48:22.000000+00:00\", \"2021-10-02 09:03:04.000000+00:00\", \"2019-12-17 16:54:44.000000+00:00\", \"2019-04-06 11:10:57.000000+00:00\"], \"session_ids\": [\"630de6f5-0185-49c1-9ed0-c1f136598cf7\", \"3fd6d88f-ce0d-46e4-a1fb-54daba6d62e5\", \"264f6690-e6a5-47cf-b9b9-7a2a4b75a272\", \"6f5ad998-65b6-4433-a87a-d489b26b3fac\", \"92522b82-0988-4383-acfe-f08d151055c6\", \"84a1bf77-0d41-4824-a2ae-f7fd80b3f122\", \"9c9d4003-8b05-4392-94ce-f8f8ec255cbb\", \"b9fdcb44-f79e-4379-a83a-920a9ab3acf3\"], \"total_duration\": 13744.0, \"total_sessions\": 8, \"mean_week_duration\": 67.044}, \"97446\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-01 06:33:54.000000+00:00\", \"2019-06-17 04:46:33.000000+00:00\"], \"session_ids\": [\"eec1bb5c-1980-4784-8745-61eebda0d2d7\", \"5de5e0c5-7eed-4008-85f8-46f5e404b149\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 0.836}, \"61407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-05-31 20:45:28.000000+00:00\", \"2022-01-10 08:32:44.000000+00:00\", \"2019-07-07 20:20:18.000000+00:00\", \"2020-01-28 17:04:12.000000+00:00\"], \"session_ids\": [\"3753f20b-dae9-4a40-8274-11933d9bdf20\", \"85266e52-6b01-4dab-95b0-8f2d06c6248f\", \"0eb84365-4f6d-4b63-8e24-269cd1174c0e\", \"86ba9dd0-db06-41ad-ab30-6ad973e53f44\"], \"total_duration\": 333.0, \"total_sessions\": 4, \"mean_week_duration\": 2.542}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are San Pedro, Karachi, New York City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"San Pedro\", \"Karachi\", \"New York City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 5 users who aren't living in cities Bridgetown, Nairobi, Reykjavik, Santo Domingo , and perform sorting by all sessions quantity ascendingly additionaly show me only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"85201\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-04-23 21:57:32.000000+00:00\", \"2020-09-07 12:41:48.000000+00:00\", \"2019-01-02 12:28:15.000000+00:00\", \"2021-03-27 17:55:18.000000+00:00\", \"2022-08-18 03:35:23.000000+00:00\"], \"session_ids\": [\"da60e9dd-bb39-4b48-bec7-2a675ef9ad7a\", \"5ce4f833-faf2-4003-a267-5440fd76a09a\", \"d9ca768c-52f7-427f-a7fd-f68a40b6061f\", \"aadfd7e6-b49f-4f81-a064-9ab618a36562\", \"3397101c-6354-44db-9a0e-573101022a31\"], \"total_duration\": 1025.0, \"total_sessions\": 5, \"mean_week_duration\": 5.423}, \"63920\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-07 00:11:11.000000+00:00\", \"2021-10-01 06:38:15.000000+00:00\", \"2021-11-11 06:59:36.000000+00:00\", \"2021-03-28 23:54:46.000000+00:00\"], \"session_ids\": [\"a0342c28-431a-4928-9d92-11bf28f94ac1\", \"c510f822-d3e3-4f66-a912-0af405fb5126\", \"94461288-bd4e-44de-b6fc-7126f372b44f\", \"821a1d45-3110-40f7-853f-0875aff85a2a\"], \"total_duration\": 553.0, \"total_sessions\": 4, \"mean_week_duration\": 11.286}, \"20616\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-24 21:32:30.000000+00:00\", \"2019-01-18 06:40:38.000000+00:00\"], \"session_ids\": [\"aae6b188-79ff-46ab-97c1-93a43c13bb5d\", \"407c75cd-e659-4508-960a-e6c04cfc440f\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 2.366}, \"73355\": {\"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\": \"Santo Domingo\", \"datetimes\": [\"2021-05-19 06:57:02.000000+00:00\", \"2021-09-14 06:47:33.000000+00:00\", \"2019-03-08 04:57:02.000000+00:00\"], \"session_ids\": [\"eefe7b5c-d048-4f36-b873-f22c3ef0a731\", \"4f7ea9ea-c2a7-4fba-a6b6-1ae82d273953\", \"d91bc4d9-8068-4261-85d8-30b8e307c4e8\"], \"total_duration\": 243.0, \"total_sessions\": 3, \"mean_week_duration\": 1.841}, \"35126\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-18 03:26:28.000000+00:00\", \"2023-04-13 17:44:45.000000+00:00\"], \"session_ids\": [\"46308c4e-e09f-43bd-ad56-eefe8f991e2b\", \"beba2411-4f8e-4136-9f9d-45d11fa70aed\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 5.923}, \"66173\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-04-19 21:51:24.000000+00:00\", \"2021-01-10 20:53:37.000000+00:00\", \"2021-03-27 09:31:22.000000+00:00\"], \"session_ids\": [\"448129bf-3645-4c1c-ab46-b3f72963a7eb\", \"10e5df5e-26f0-4cd9-8135-0e4740290db8\", \"f0678d3f-f4ee-4e9e-8920-719371f1419b\"], \"total_duration\": 961.0, \"total_sessions\": 3, \"mean_week_duration\": 9.515}, \"33425\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-31 21:31:44.000000+00:00\", \"2020-12-17 03:53:20.000000+00:00\"], \"session_ids\": [\"3a621ed3-2068-4a8b-a6ea-511dcd0c0374\", \"0b6e3d5c-f0e7-4b02-9d43-900cbaf56ac8\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 1.9}, \"49159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-17 12:40:12.000000+00:00\", \"2020-05-20 21:40:28.000000+00:00\"], \"session_ids\": [\"d00c3a50-c3aa-444f-8366-762509f889ed\", \"6b326843-1e93-4baa-9760-6e24e791ee0a\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 2.696}, \"11202\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-19 03:57:32.000000+00:00\", \"2022-08-24 06:19:17.000000+00:00\", \"2021-05-31 14:27:56.000000+00:00\", \"2020-12-12 17:02:11.000000+00:00\"], \"session_ids\": [\"ea2e54bb-0ae8-4462-bd83-6be7f70ffae0\", \"967aa704-ab87-4703-b583-ccb7e683a6da\", \"f5d07d9f-21ca-4f57-85de-4216613f7900\", \"a125ccf4-03a6-4596-bf89-512a716f17fb\"], \"total_duration\": 988.0, \"total_sessions\": 4, \"mean_week_duration\": 11.101}, \"72008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-04-24 15:44:41.000000+00:00\", \"2022-01-10 23:19:41.000000+00:00\"], \"session_ids\": [\"a6578ee3-f81d-43bb-bfc4-b013a727ecf6\", \"6c271ec7-094f-4fff-ba62-c7831b7e0e38\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 2.085}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Bridgetown, Nairobi, Reykjavik, Santo Domingo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Bridgetown\", \"Nairobi\", \"Reykjavik\", \"Santo Domingo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"85201\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-04-23 21:57:32.000000+00:00\", \"2020-09-07 12:41:48.000000+00:00\", \"2019-01-02 12:28:15.000000+00:00\", \"2021-03-27 17:55:18.000000+00:00\", \"2022-08-18 03:35:23.000000+00:00\"], \"session_ids\": [\"da60e9dd-bb39-4b48-bec7-2a675ef9ad7a\", \"5ce4f833-faf2-4003-a267-5440fd76a09a\", \"d9ca768c-52f7-427f-a7fd-f68a40b6061f\", \"aadfd7e6-b49f-4f81-a064-9ab618a36562\", \"3397101c-6354-44db-9a0e-573101022a31\"], \"total_duration\": 1025.0, \"total_sessions\": 5, \"mean_week_duration\": 5.423}, \"63920\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-07 00:11:11.000000+00:00\", \"2021-10-01 06:38:15.000000+00:00\", \"2021-11-11 06:59:36.000000+00:00\", \"2021-03-28 23:54:46.000000+00:00\"], \"session_ids\": [\"a0342c28-431a-4928-9d92-11bf28f94ac1\", \"c510f822-d3e3-4f66-a912-0af405fb5126\", \"94461288-bd4e-44de-b6fc-7126f372b44f\", \"821a1d45-3110-40f7-853f-0875aff85a2a\"], \"total_duration\": 553.0, \"total_sessions\": 4, \"mean_week_duration\": 11.286}, \"20616\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-24 21:32:30.000000+00:00\", \"2019-01-18 06:40:38.000000+00:00\"], \"session_ids\": [\"aae6b188-79ff-46ab-97c1-93a43c13bb5d\", \"407c75cd-e659-4508-960a-e6c04cfc440f\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 2.366}, \"35126\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-18 03:26:28.000000+00:00\", \"2023-04-13 17:44:45.000000+00:00\"], \"session_ids\": [\"46308c4e-e09f-43bd-ad56-eefe8f991e2b\", \"beba2411-4f8e-4136-9f9d-45d11fa70aed\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 5.923}, \"66173\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-04-19 21:51:24.000000+00:00\", \"2021-01-10 20:53:37.000000+00:00\", \"2021-03-27 09:31:22.000000+00:00\"], \"session_ids\": [\"448129bf-3645-4c1c-ab46-b3f72963a7eb\", \"10e5df5e-26f0-4cd9-8135-0e4740290db8\", \"f0678d3f-f4ee-4e9e-8920-719371f1419b\"], \"total_duration\": 961.0, \"total_sessions\": 3, \"mean_week_duration\": 9.515}, \"33425\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-31 21:31:44.000000+00:00\", \"2020-12-17 03:53:20.000000+00:00\"], \"session_ids\": [\"3a621ed3-2068-4a8b-a6ea-511dcd0c0374\", \"0b6e3d5c-f0e7-4b02-9d43-900cbaf56ac8\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 1.9}, \"49159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-17 12:40:12.000000+00:00\", \"2020-05-20 21:40:28.000000+00:00\"], \"session_ids\": [\"d00c3a50-c3aa-444f-8366-762509f889ed\", \"6b326843-1e93-4baa-9760-6e24e791ee0a\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 2.696}, \"72008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-04-24 15:44:41.000000+00:00\", \"2022-01-10 23:19:41.000000+00:00\"], \"session_ids\": [\"a6578ee3-f81d-43bb-bfc4-b013a727ecf6\", \"6c271ec7-094f-4fff-ba62-c7831b7e0e38\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 2.085}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20616\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-24 21:32:30.000000+00:00\", \"2019-01-18 06:40:38.000000+00:00\"], \"session_ids\": [\"aae6b188-79ff-46ab-97c1-93a43c13bb5d\", \"407c75cd-e659-4508-960a-e6c04cfc440f\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 2.366}}, {\"35126\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-18 03:26:28.000000+00:00\", \"2023-04-13 17:44:45.000000+00:00\"], \"session_ids\": [\"46308c4e-e09f-43bd-ad56-eefe8f991e2b\", \"beba2411-4f8e-4136-9f9d-45d11fa70aed\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 5.923}}, {\"33425\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-31 21:31:44.000000+00:00\", \"2020-12-17 03:53:20.000000+00:00\"], \"session_ids\": [\"3a621ed3-2068-4a8b-a6ea-511dcd0c0374\", \"0b6e3d5c-f0e7-4b02-9d43-900cbaf56ac8\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 1.9}}, {\"49159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-17 12:40:12.000000+00:00\", \"2020-05-20 21:40:28.000000+00:00\"], \"session_ids\": [\"d00c3a50-c3aa-444f-8366-762509f889ed\", \"6b326843-1e93-4baa-9760-6e24e791ee0a\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 2.696}}, {\"72008\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-04-24 15:44:41.000000+00:00\", \"2022-01-10 23:19:41.000000+00:00\"], \"session_ids\": [\"a6578ee3-f81d-43bb-bfc4-b013a727ecf6\", \"6c271ec7-094f-4fff-ba62-c7831b7e0e38\"], \"total_duration\": 296.0, \"total_sessions\": 2, \"mean_week_duration\": 2.085}}, {\"66173\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-04-19 21:51:24.000000+00:00\", \"2021-01-10 20:53:37.000000+00:00\", \"2021-03-27 09:31:22.000000+00:00\"], \"session_ids\": [\"448129bf-3645-4c1c-ab46-b3f72963a7eb\", \"10e5df5e-26f0-4cd9-8135-0e4740290db8\", \"f0678d3f-f4ee-4e9e-8920-719371f1419b\"], \"total_duration\": 961.0, \"total_sessions\": 3, \"mean_week_duration\": 9.515}}, {\"63920\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-07 00:11:11.000000+00:00\", \"2021-10-01 06:38:15.000000+00:00\", \"2021-11-11 06:59:36.000000+00:00\", \"2021-03-28 23:54:46.000000+00:00\"], \"session_ids\": [\"a0342c28-431a-4928-9d92-11bf28f94ac1\", \"c510f822-d3e3-4f66-a912-0af405fb5126\", \"94461288-bd4e-44de-b6fc-7126f372b44f\", \"821a1d45-3110-40f7-853f-0875aff85a2a\"], \"total_duration\": 553.0, \"total_sessions\": 4, \"mean_week_duration\": 11.286}}, {\"85201\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-04-23 21:57:32.000000+00:00\", \"2020-09-07 12:41:48.000000+00:00\", \"2019-01-02 12:28:15.000000+00:00\", \"2021-03-27 17:55:18.000000+00:00\", \"2022-08-18 03:35:23.000000+00:00\"], \"session_ids\": [\"da60e9dd-bb39-4b48-bec7-2a675ef9ad7a\", \"5ce4f833-faf2-4003-a267-5440fd76a09a\", \"d9ca768c-52f7-427f-a7fd-f68a40b6061f\", \"aadfd7e6-b49f-4f81-a064-9ab618a36562\", \"3397101c-6354-44db-9a0e-573101022a31\"], \"total_duration\": 1025.0, \"total_sessions\": 5, \"mean_week_duration\": 5.423}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 4 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20616\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-24 21:32:30.000000+00:00\", \"2019-01-18 06:40:38.000000+00:00\"], \"session_ids\": [\"aae6b188-79ff-46ab-97c1-93a43c13bb5d\", \"407c75cd-e659-4508-960a-e6c04cfc440f\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 2.366}}, {\"35126\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-18 03:26:28.000000+00:00\", \"2023-04-13 17:44:45.000000+00:00\"], \"session_ids\": [\"46308c4e-e09f-43bd-ad56-eefe8f991e2b\", \"beba2411-4f8e-4136-9f9d-45d11fa70aed\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 5.923}}, {\"33425\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-31 21:31:44.000000+00:00\", \"2020-12-17 03:53:20.000000+00:00\"], \"session_ids\": [\"3a621ed3-2068-4a8b-a6ea-511dcd0c0374\", \"0b6e3d5c-f0e7-4b02-9d43-900cbaf56ac8\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 1.9}}, {\"49159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-17 12:40:12.000000+00:00\", \"2020-05-20 21:40:28.000000+00:00\"], \"session_ids\": [\"d00c3a50-c3aa-444f-8366-762509f889ed\", \"6b326843-1e93-4baa-9760-6e24e791ee0a\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 2.696}}]\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[{\"20616\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-24 21:32:30.000000+00:00\", \"2019-01-18 06:40:38.000000+00:00\"], \"session_ids\": [\"aae6b188-79ff-46ab-97c1-93a43c13bb5d\", \"407c75cd-e659-4508-960a-e6c04cfc440f\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 2.366}}, {\"35126\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-18 03:26:28.000000+00:00\", \"2023-04-13 17:44:45.000000+00:00\"], \"session_ids\": [\"46308c4e-e09f-43bd-ad56-eefe8f991e2b\", \"beba2411-4f8e-4136-9f9d-45d11fa70aed\"], \"total_duration\": 77.0, \"total_sessions\": 2, \"mean_week_duration\": 5.923}}, {\"33425\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-31 21:31:44.000000+00:00\", \"2020-12-17 03:53:20.000000+00:00\"], \"session_ids\": [\"3a621ed3-2068-4a8b-a6ea-511dcd0c0374\", \"0b6e3d5c-f0e7-4b02-9d43-900cbaf56ac8\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 1.9}}, {\"49159\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-06-17 12:40:12.000000+00:00\", \"2020-05-20 21:40:28.000000+00:00\"], \"session_ids\": [\"d00c3a50-c3aa-444f-8366-762509f889ed\", \"6b326843-1e93-4baa-9760-6e24e791ee0a\"], \"total_duration\": 434.0, \"total_sessions\": 2, \"mean_week_duration\": 2.696}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 7 users who are not residents of city Bangkok also do sorting by total sessoins count form the highest to the lowest as well as provide me only with 4 pieces of data."
}
] |
[
{
"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{\"88969\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-18 05:45:44.000000+00:00\", \"2019-07-09 19:21:14.000000+00:00\", \"2021-11-08 08:30:54.000000+00:00\", \"2020-01-12 05:01:14.000000+00:00\"], \"session_ids\": [\"75b1cdbe-9b2e-4cdd-bd64-127828495b43\", \"2c5936b7-9868-4a27-9216-2e7cdf5bec3e\", \"08533f3a-8f97-49a4-81c2-08e03c0eb1ed\", \"440bccc5-fd2d-4300-97bd-2ec0ffdb9c6c\"], \"total_duration\": 55.0, \"total_sessions\": 4, \"mean_week_duration\": 0.423}, \"89906\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-12-13 17:23:55.000000+00:00\", \"2019-08-07 13:38:17.000000+00:00\"], \"session_ids\": [\"afd3c1d8-2ea8-475f-b2ab-5147616fca78\", \"561cbd79-9728-41a1-b7b5-e8a9ac45f555\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 2.754}, \"37244\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-10-21 10:48:57.000000+00:00\", \"2023-04-12 04:35:28.000000+00:00\", \"2022-08-07 17:01:07.000000+00:00\", \"2021-12-30 07:06:43.000000+00:00\", \"2019-08-02 05:54:05.000000+00:00\"], \"session_ids\": [\"5a04eda3-8fd4-427b-a78b-18edffbd2e83\", \"e2432255-cb70-46c3-a078-0dcf99911dfa\", \"09fab9b9-322c-4c28-811c-0ef98c06d704\", \"b2b59bc0-af00-4159-9ec1-7481c316e028\", \"8b8e8c70-023a-4344-9ac2-243ef45f7d8d\"], \"total_duration\": 96.0, \"total_sessions\": 5, \"mean_week_duration\": 0.497}, \"88268\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-13 15:55:24.000000+00:00\", \"2019-07-13 10:55:26.000000+00:00\", \"2019-06-18 06:19:32.000000+00:00\", \"2019-03-22 05:14:35.000000+00:00\"], \"session_ids\": [\"fe32c193-a43c-4fcb-ace8-bf8163fdd5de\", \"7f80d23b-3ede-405a-bb01-6c6231a90f04\", \"1292aac0-0106-4f6f-8a2e-9b53ff0cd23f\", \"ff9be8b5-b1e6-426c-8a7c-68f2e5229b4b\"], \"total_duration\": 79.0, \"total_sessions\": 4, \"mean_week_duration\": 0.52}, \"63389\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-05-12 11:46:32.000000+00:00\", \"2019-03-21 01:58:56.000000+00:00\"], \"session_ids\": [\"8674eabc-4bc1-4280-9f62-0e40858008d4\", \"93f0abfd-9a77-45d1-9655-dd9320b8d53e\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}, \"86208\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-08-12 21:03:53.000000+00:00\", \"2021-08-15 08:35:03.000000+00:00\", \"2020-06-15 17:21:32.000000+00:00\", \"2023-06-13 05:07:55.000000+00:00\"], \"session_ids\": [\"3ae5e223-daa3-46c9-943e-4d067aca3be0\", \"0ce63c61-4992-405d-b450-8aecba0e3f26\", \"17c80794-4ccc-4806-ab80-d875007bb21f\", \"3e0d687b-952a-415d-8f22-65ec841913e9\"], \"total_duration\": 198.0, \"total_sessions\": 4, \"mean_week_duration\": 1.269}, \"92847\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-09-25 14:33:34.000000+00:00\", \"2021-07-04 20:27:02.000000+00:00\", \"2021-01-29 23:17:12.000000+00:00\", \"2022-09-01 23:56:32.000000+00:00\", \"2021-03-13 05:28:20.000000+00:00\", \"2020-12-27 09:59:47.000000+00:00\", \"2020-07-28 00:40:52.000000+00:00\", \"2019-09-18 04:43:20.000000+00:00\", \"2020-06-02 23:34:32.000000+00:00\", \"2019-11-20 20:26:16.000000+00:00\", \"2019-02-10 19:31:03.000000+00:00\"], \"session_ids\": [\"b653a0ec-021c-4e53-b4b9-8f78df4077d0\", \"6301dad6-5063-4bf0-8f8d-3c66b7e9b483\", \"0600ec73-aa5c-4261-9570-d570e66683ca\", \"6627dfe7-65eb-44ec-b00c-f67a4d6907fc\", \"83205768-4ec5-4e17-bc2f-1b5fa159b805\", \"05496d34-c80e-48a9-bc40-4163982e73a4\", \"38a29a7b-823f-4e85-8cda-a8ea6a2bb14a\", \"0825198c-bf36-4a63-973e-5b7f08cb4963\", \"905f9206-7f57-40f6-9a7b-9104a8329e0f\", \"61319fbe-6483-4161-91c6-9a5090e3c8b1\", \"2b4326e0-028d-4cff-a860-9fafd5c9b19c\"], \"total_duration\": 45287.0, \"total_sessions\": 11, \"mean_week_duration\": 239.614}, \"68451\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-17 16:36:25.000000+00:00\", \"2019-11-30 22:13:18.000000+00:00\"], \"session_ids\": [\"ac730450-010b-4938-9178-978fd660f062\", \"bcc89cc1-b0ed-4e4a-8a23-2a4c940aeb5b\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"7720\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-30 08:49:12.000000+00:00\", \"2019-02-05 01:40:37.000000+00:00\", \"2021-11-23 12:03:36.000000+00:00\"], \"session_ids\": [\"d2ee23c3-f295-4237-bf56-5ada67cc1ee8\", \"c51704e0-d88a-4b21-a995-987cc688c7ec\", \"5ed3c6cf-0c4c-4d98-b2a8-9171056568c2\"], \"total_duration\": 362.0, \"total_sessions\": 3, \"mean_week_duration\": 2.463}, \"68430\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-10-04 17:19:40.000000+00:00\", \"2023-05-24 22:23:53.000000+00:00\"], \"session_ids\": [\"743f653f-b291-4fc5-bac3-67081a62c7f4\", \"238dd957-e47e-4913-847c-e3b7920d3679\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 7.853}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Bangkok"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Bangkok\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88969\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-18 05:45:44.000000+00:00\", \"2019-07-09 19:21:14.000000+00:00\", \"2021-11-08 08:30:54.000000+00:00\", \"2020-01-12 05:01:14.000000+00:00\"], \"session_ids\": [\"75b1cdbe-9b2e-4cdd-bd64-127828495b43\", \"2c5936b7-9868-4a27-9216-2e7cdf5bec3e\", \"08533f3a-8f97-49a4-81c2-08e03c0eb1ed\", \"440bccc5-fd2d-4300-97bd-2ec0ffdb9c6c\"], \"total_duration\": 55.0, \"total_sessions\": 4, \"mean_week_duration\": 0.423}, \"89906\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-12-13 17:23:55.000000+00:00\", \"2019-08-07 13:38:17.000000+00:00\"], \"session_ids\": [\"afd3c1d8-2ea8-475f-b2ab-5147616fca78\", \"561cbd79-9728-41a1-b7b5-e8a9ac45f555\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 2.754}, \"37244\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-10-21 10:48:57.000000+00:00\", \"2023-04-12 04:35:28.000000+00:00\", \"2022-08-07 17:01:07.000000+00:00\", \"2021-12-30 07:06:43.000000+00:00\", \"2019-08-02 05:54:05.000000+00:00\"], \"session_ids\": [\"5a04eda3-8fd4-427b-a78b-18edffbd2e83\", \"e2432255-cb70-46c3-a078-0dcf99911dfa\", \"09fab9b9-322c-4c28-811c-0ef98c06d704\", \"b2b59bc0-af00-4159-9ec1-7481c316e028\", \"8b8e8c70-023a-4344-9ac2-243ef45f7d8d\"], \"total_duration\": 96.0, \"total_sessions\": 5, \"mean_week_duration\": 0.497}, \"88268\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-13 15:55:24.000000+00:00\", \"2019-07-13 10:55:26.000000+00:00\", \"2019-06-18 06:19:32.000000+00:00\", \"2019-03-22 05:14:35.000000+00:00\"], \"session_ids\": [\"fe32c193-a43c-4fcb-ace8-bf8163fdd5de\", \"7f80d23b-3ede-405a-bb01-6c6231a90f04\", \"1292aac0-0106-4f6f-8a2e-9b53ff0cd23f\", \"ff9be8b5-b1e6-426c-8a7c-68f2e5229b4b\"], \"total_duration\": 79.0, \"total_sessions\": 4, \"mean_week_duration\": 0.52}, \"63389\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-05-12 11:46:32.000000+00:00\", \"2019-03-21 01:58:56.000000+00:00\"], \"session_ids\": [\"8674eabc-4bc1-4280-9f62-0e40858008d4\", \"93f0abfd-9a77-45d1-9655-dd9320b8d53e\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}, \"86208\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-08-12 21:03:53.000000+00:00\", \"2021-08-15 08:35:03.000000+00:00\", \"2020-06-15 17:21:32.000000+00:00\", \"2023-06-13 05:07:55.000000+00:00\"], \"session_ids\": [\"3ae5e223-daa3-46c9-943e-4d067aca3be0\", \"0ce63c61-4992-405d-b450-8aecba0e3f26\", \"17c80794-4ccc-4806-ab80-d875007bb21f\", \"3e0d687b-952a-415d-8f22-65ec841913e9\"], \"total_duration\": 198.0, \"total_sessions\": 4, \"mean_week_duration\": 1.269}, \"92847\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-09-25 14:33:34.000000+00:00\", \"2021-07-04 20:27:02.000000+00:00\", \"2021-01-29 23:17:12.000000+00:00\", \"2022-09-01 23:56:32.000000+00:00\", \"2021-03-13 05:28:20.000000+00:00\", \"2020-12-27 09:59:47.000000+00:00\", \"2020-07-28 00:40:52.000000+00:00\", \"2019-09-18 04:43:20.000000+00:00\", \"2020-06-02 23:34:32.000000+00:00\", \"2019-11-20 20:26:16.000000+00:00\", \"2019-02-10 19:31:03.000000+00:00\"], \"session_ids\": [\"b653a0ec-021c-4e53-b4b9-8f78df4077d0\", \"6301dad6-5063-4bf0-8f8d-3c66b7e9b483\", \"0600ec73-aa5c-4261-9570-d570e66683ca\", \"6627dfe7-65eb-44ec-b00c-f67a4d6907fc\", \"83205768-4ec5-4e17-bc2f-1b5fa159b805\", \"05496d34-c80e-48a9-bc40-4163982e73a4\", \"38a29a7b-823f-4e85-8cda-a8ea6a2bb14a\", \"0825198c-bf36-4a63-973e-5b7f08cb4963\", \"905f9206-7f57-40f6-9a7b-9104a8329e0f\", \"61319fbe-6483-4161-91c6-9a5090e3c8b1\", \"2b4326e0-028d-4cff-a860-9fafd5c9b19c\"], \"total_duration\": 45287.0, \"total_sessions\": 11, \"mean_week_duration\": 239.614}, \"68451\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-17 16:36:25.000000+00:00\", \"2019-11-30 22:13:18.000000+00:00\"], \"session_ids\": [\"ac730450-010b-4938-9178-978fd660f062\", \"bcc89cc1-b0ed-4e4a-8a23-2a4c940aeb5b\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"7720\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-30 08:49:12.000000+00:00\", \"2019-02-05 01:40:37.000000+00:00\", \"2021-11-23 12:03:36.000000+00:00\"], \"session_ids\": [\"d2ee23c3-f295-4237-bf56-5ada67cc1ee8\", \"c51704e0-d88a-4b21-a995-987cc688c7ec\", \"5ed3c6cf-0c4c-4d98-b2a8-9171056568c2\"], \"total_duration\": 362.0, \"total_sessions\": 3, \"mean_week_duration\": 2.463}, \"68430\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-10-04 17:19:40.000000+00:00\", \"2023-05-24 22:23:53.000000+00:00\"], \"session_ids\": [\"743f653f-b291-4fc5-bac3-67081a62c7f4\", \"238dd957-e47e-4913-847c-e3b7920d3679\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 7.853}}\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[{\"92847\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-09-25 14:33:34.000000+00:00\", \"2021-07-04 20:27:02.000000+00:00\", \"2021-01-29 23:17:12.000000+00:00\", \"2022-09-01 23:56:32.000000+00:00\", \"2021-03-13 05:28:20.000000+00:00\", \"2020-12-27 09:59:47.000000+00:00\", \"2020-07-28 00:40:52.000000+00:00\", \"2019-09-18 04:43:20.000000+00:00\", \"2020-06-02 23:34:32.000000+00:00\", \"2019-11-20 20:26:16.000000+00:00\", \"2019-02-10 19:31:03.000000+00:00\"], \"session_ids\": [\"b653a0ec-021c-4e53-b4b9-8f78df4077d0\", \"6301dad6-5063-4bf0-8f8d-3c66b7e9b483\", \"0600ec73-aa5c-4261-9570-d570e66683ca\", \"6627dfe7-65eb-44ec-b00c-f67a4d6907fc\", \"83205768-4ec5-4e17-bc2f-1b5fa159b805\", \"05496d34-c80e-48a9-bc40-4163982e73a4\", \"38a29a7b-823f-4e85-8cda-a8ea6a2bb14a\", \"0825198c-bf36-4a63-973e-5b7f08cb4963\", \"905f9206-7f57-40f6-9a7b-9104a8329e0f\", \"61319fbe-6483-4161-91c6-9a5090e3c8b1\", \"2b4326e0-028d-4cff-a860-9fafd5c9b19c\"], \"total_duration\": 45287.0, \"total_sessions\": 11, \"mean_week_duration\": 239.614}}, {\"37244\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-10-21 10:48:57.000000+00:00\", \"2023-04-12 04:35:28.000000+00:00\", \"2022-08-07 17:01:07.000000+00:00\", \"2021-12-30 07:06:43.000000+00:00\", \"2019-08-02 05:54:05.000000+00:00\"], \"session_ids\": [\"5a04eda3-8fd4-427b-a78b-18edffbd2e83\", \"e2432255-cb70-46c3-a078-0dcf99911dfa\", \"09fab9b9-322c-4c28-811c-0ef98c06d704\", \"b2b59bc0-af00-4159-9ec1-7481c316e028\", \"8b8e8c70-023a-4344-9ac2-243ef45f7d8d\"], \"total_duration\": 96.0, \"total_sessions\": 5, \"mean_week_duration\": 0.497}}, {\"88969\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-18 05:45:44.000000+00:00\", \"2019-07-09 19:21:14.000000+00:00\", \"2021-11-08 08:30:54.000000+00:00\", \"2020-01-12 05:01:14.000000+00:00\"], \"session_ids\": [\"75b1cdbe-9b2e-4cdd-bd64-127828495b43\", \"2c5936b7-9868-4a27-9216-2e7cdf5bec3e\", \"08533f3a-8f97-49a4-81c2-08e03c0eb1ed\", \"440bccc5-fd2d-4300-97bd-2ec0ffdb9c6c\"], \"total_duration\": 55.0, \"total_sessions\": 4, \"mean_week_duration\": 0.423}}, {\"88268\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-13 15:55:24.000000+00:00\", \"2019-07-13 10:55:26.000000+00:00\", \"2019-06-18 06:19:32.000000+00:00\", \"2019-03-22 05:14:35.000000+00:00\"], \"session_ids\": [\"fe32c193-a43c-4fcb-ace8-bf8163fdd5de\", \"7f80d23b-3ede-405a-bb01-6c6231a90f04\", \"1292aac0-0106-4f6f-8a2e-9b53ff0cd23f\", \"ff9be8b5-b1e6-426c-8a7c-68f2e5229b4b\"], \"total_duration\": 79.0, \"total_sessions\": 4, \"mean_week_duration\": 0.52}}, {\"86208\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-08-12 21:03:53.000000+00:00\", \"2021-08-15 08:35:03.000000+00:00\", \"2020-06-15 17:21:32.000000+00:00\", \"2023-06-13 05:07:55.000000+00:00\"], \"session_ids\": [\"3ae5e223-daa3-46c9-943e-4d067aca3be0\", \"0ce63c61-4992-405d-b450-8aecba0e3f26\", \"17c80794-4ccc-4806-ab80-d875007bb21f\", \"3e0d687b-952a-415d-8f22-65ec841913e9\"], \"total_duration\": 198.0, \"total_sessions\": 4, \"mean_week_duration\": 1.269}}, {\"7720\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-01-30 08:49:12.000000+00:00\", \"2019-02-05 01:40:37.000000+00:00\", \"2021-11-23 12:03:36.000000+00:00\"], \"session_ids\": [\"d2ee23c3-f295-4237-bf56-5ada67cc1ee8\", \"c51704e0-d88a-4b21-a995-987cc688c7ec\", \"5ed3c6cf-0c4c-4d98-b2a8-9171056568c2\"], \"total_duration\": 362.0, \"total_sessions\": 3, \"mean_week_duration\": 2.463}}, {\"89906\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-12-13 17:23:55.000000+00:00\", \"2019-08-07 13:38:17.000000+00:00\"], \"session_ids\": [\"afd3c1d8-2ea8-475f-b2ab-5147616fca78\", \"561cbd79-9728-41a1-b7b5-e8a9ac45f555\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 2.754}}, {\"63389\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-05-12 11:46:32.000000+00:00\", \"2019-03-21 01:58:56.000000+00:00\"], \"session_ids\": [\"8674eabc-4bc1-4280-9f62-0e40858008d4\", \"93f0abfd-9a77-45d1-9655-dd9320b8d53e\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}}, {\"68451\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-17 16:36:25.000000+00:00\", \"2019-11-30 22:13:18.000000+00:00\"], \"session_ids\": [\"ac730450-010b-4938-9178-978fd660f062\", \"bcc89cc1-b0ed-4e4a-8a23-2a4c940aeb5b\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}, {\"68430\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-10-04 17:19:40.000000+00:00\", \"2023-05-24 22:23:53.000000+00:00\"], \"session_ids\": [\"743f653f-b291-4fc5-bac3-67081a62c7f4\", \"238dd957-e47e-4913-847c-e3b7920d3679\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 7.853}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"92847\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-09-25 14:33:34.000000+00:00\", \"2021-07-04 20:27:02.000000+00:00\", \"2021-01-29 23:17:12.000000+00:00\", \"2022-09-01 23:56:32.000000+00:00\", \"2021-03-13 05:28:20.000000+00:00\", \"2020-12-27 09:59:47.000000+00:00\", \"2020-07-28 00:40:52.000000+00:00\", \"2019-09-18 04:43:20.000000+00:00\", \"2020-06-02 23:34:32.000000+00:00\", \"2019-11-20 20:26:16.000000+00:00\", \"2019-02-10 19:31:03.000000+00:00\"], \"session_ids\": [\"b653a0ec-021c-4e53-b4b9-8f78df4077d0\", \"6301dad6-5063-4bf0-8f8d-3c66b7e9b483\", \"0600ec73-aa5c-4261-9570-d570e66683ca\", \"6627dfe7-65eb-44ec-b00c-f67a4d6907fc\", \"83205768-4ec5-4e17-bc2f-1b5fa159b805\", \"05496d34-c80e-48a9-bc40-4163982e73a4\", \"38a29a7b-823f-4e85-8cda-a8ea6a2bb14a\", \"0825198c-bf36-4a63-973e-5b7f08cb4963\", \"905f9206-7f57-40f6-9a7b-9104a8329e0f\", \"61319fbe-6483-4161-91c6-9a5090e3c8b1\", \"2b4326e0-028d-4cff-a860-9fafd5c9b19c\"], \"total_duration\": 45287.0, \"total_sessions\": 11, \"mean_week_duration\": 239.614}}, {\"37244\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-10-21 10:48:57.000000+00:00\", \"2023-04-12 04:35:28.000000+00:00\", \"2022-08-07 17:01:07.000000+00:00\", \"2021-12-30 07:06:43.000000+00:00\", \"2019-08-02 05:54:05.000000+00:00\"], \"session_ids\": [\"5a04eda3-8fd4-427b-a78b-18edffbd2e83\", \"e2432255-cb70-46c3-a078-0dcf99911dfa\", \"09fab9b9-322c-4c28-811c-0ef98c06d704\", \"b2b59bc0-af00-4159-9ec1-7481c316e028\", \"8b8e8c70-023a-4344-9ac2-243ef45f7d8d\"], \"total_duration\": 96.0, \"total_sessions\": 5, \"mean_week_duration\": 0.497}}, {\"88969\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-18 05:45:44.000000+00:00\", \"2019-07-09 19:21:14.000000+00:00\", \"2021-11-08 08:30:54.000000+00:00\", \"2020-01-12 05:01:14.000000+00:00\"], \"session_ids\": [\"75b1cdbe-9b2e-4cdd-bd64-127828495b43\", \"2c5936b7-9868-4a27-9216-2e7cdf5bec3e\", \"08533f3a-8f97-49a4-81c2-08e03c0eb1ed\", \"440bccc5-fd2d-4300-97bd-2ec0ffdb9c6c\"], \"total_duration\": 55.0, \"total_sessions\": 4, \"mean_week_duration\": 0.423}}, {\"88268\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-13 15:55:24.000000+00:00\", \"2019-07-13 10:55:26.000000+00:00\", \"2019-06-18 06:19:32.000000+00:00\", \"2019-03-22 05:14:35.000000+00:00\"], \"session_ids\": [\"fe32c193-a43c-4fcb-ace8-bf8163fdd5de\", \"7f80d23b-3ede-405a-bb01-6c6231a90f04\", \"1292aac0-0106-4f6f-8a2e-9b53ff0cd23f\", \"ff9be8b5-b1e6-426c-8a7c-68f2e5229b4b\"], \"total_duration\": 79.0, \"total_sessions\": 4, \"mean_week_duration\": 0.52}}]\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[{\"92847\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2022-09-25 14:33:34.000000+00:00\", \"2021-07-04 20:27:02.000000+00:00\", \"2021-01-29 23:17:12.000000+00:00\", \"2022-09-01 23:56:32.000000+00:00\", \"2021-03-13 05:28:20.000000+00:00\", \"2020-12-27 09:59:47.000000+00:00\", \"2020-07-28 00:40:52.000000+00:00\", \"2019-09-18 04:43:20.000000+00:00\", \"2020-06-02 23:34:32.000000+00:00\", \"2019-11-20 20:26:16.000000+00:00\", \"2019-02-10 19:31:03.000000+00:00\"], \"session_ids\": [\"b653a0ec-021c-4e53-b4b9-8f78df4077d0\", \"6301dad6-5063-4bf0-8f8d-3c66b7e9b483\", \"0600ec73-aa5c-4261-9570-d570e66683ca\", \"6627dfe7-65eb-44ec-b00c-f67a4d6907fc\", \"83205768-4ec5-4e17-bc2f-1b5fa159b805\", \"05496d34-c80e-48a9-bc40-4163982e73a4\", \"38a29a7b-823f-4e85-8cda-a8ea6a2bb14a\", \"0825198c-bf36-4a63-973e-5b7f08cb4963\", \"905f9206-7f57-40f6-9a7b-9104a8329e0f\", \"61319fbe-6483-4161-91c6-9a5090e3c8b1\", \"2b4326e0-028d-4cff-a860-9fafd5c9b19c\"], \"total_duration\": 45287.0, \"total_sessions\": 11, \"mean_week_duration\": 239.614}}, {\"37244\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-10-21 10:48:57.000000+00:00\", \"2023-04-12 04:35:28.000000+00:00\", \"2022-08-07 17:01:07.000000+00:00\", \"2021-12-30 07:06:43.000000+00:00\", \"2019-08-02 05:54:05.000000+00:00\"], \"session_ids\": [\"5a04eda3-8fd4-427b-a78b-18edffbd2e83\", \"e2432255-cb70-46c3-a078-0dcf99911dfa\", \"09fab9b9-322c-4c28-811c-0ef98c06d704\", \"b2b59bc0-af00-4159-9ec1-7481c316e028\", \"8b8e8c70-023a-4344-9ac2-243ef45f7d8d\"], \"total_duration\": 96.0, \"total_sessions\": 5, \"mean_week_duration\": 0.497}}, {\"88969\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-18 05:45:44.000000+00:00\", \"2019-07-09 19:21:14.000000+00:00\", \"2021-11-08 08:30:54.000000+00:00\", \"2020-01-12 05:01:14.000000+00:00\"], \"session_ids\": [\"75b1cdbe-9b2e-4cdd-bd64-127828495b43\", \"2c5936b7-9868-4a27-9216-2e7cdf5bec3e\", \"08533f3a-8f97-49a4-81c2-08e03c0eb1ed\", \"440bccc5-fd2d-4300-97bd-2ec0ffdb9c6c\"], \"total_duration\": 55.0, \"total_sessions\": 4, \"mean_week_duration\": 0.423}}, {\"88268\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-13 15:55:24.000000+00:00\", \"2019-07-13 10:55:26.000000+00:00\", \"2019-06-18 06:19:32.000000+00:00\", \"2019-03-22 05:14:35.000000+00:00\"], \"session_ids\": [\"fe32c193-a43c-4fcb-ace8-bf8163fdd5de\", \"7f80d23b-3ede-405a-bb01-6c6231a90f04\", \"1292aac0-0106-4f6f-8a2e-9b53ff0cd23f\", \"ff9be8b5-b1e6-426c-8a7c-68f2e5229b4b\"], \"total_duration\": 79.0, \"total_sessions\": 4, \"mean_week_duration\": 0.52}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about users who have total_duration = 659 and do sorting by total sessoins count decliningly , keep only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-07-12 14:20:16.000000+00:00\", \"2020-01-01 04:13:18.000000+00:00\", \"2023-05-27 05:57:14.000000+00:00\", \"2023-05-26 10:12:59.000000+00:00\", \"2021-09-07 13:02:05.000000+00:00\"], \"session_ids\": [\"193a95fe-9a76-4563-960c-2aefec6cd4bf\", \"807e8452-c0e4-4fb2-bcc5-e416dcd2f200\", \"4f88fd39-91da-41da-9e2c-3dd0a2ef45fe\", \"8bf6518d-d502-4f2c-a624-b52154cfacc2\", \"7c5c4f94-fbaf-4409-b1c1-df93c8b32bb0\"], \"total_duration\": 1086.0, \"total_sessions\": 5, \"mean_week_duration\": 6.101}, \"13853\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-01-07 19:39:07.000000+00:00\", \"2022-12-28 17:20:15.000000+00:00\"], \"session_ids\": [\"65c1dd7c-97e7-478d-a076-4ec3bf1d6298\", \"d114c826-409a-4ca0-9f54-73e3284ae1e7\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.765}, \"94396\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-04-04 01:14:58.000000+00:00\", \"2022-08-05 18:51:39.000000+00:00\", \"2022-04-10 03:11:47.000000+00:00\", \"2022-03-28 21:09:15.000000+00:00\"], \"session_ids\": [\"fefa06ce-03c2-4be7-af79-6e46277e4876\", \"65cefb45-a330-41eb-a321-cd34293544c5\", \"a8784264-d9b8-477f-aa53-4d30c129197c\", \"735cc94b-f0fd-43a9-9ea2-d1bb3a0e4170\"], \"total_duration\": 100.0, \"total_sessions\": 4, \"mean_week_duration\": 1.429}, \"57868\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-06-26 10:12:30.000000+00:00\", \"2019-04-10 00:09:29.000000+00:00\"], \"session_ids\": [\"cfe2a9c4-0047-48dd-afd8-237beb85e2b0\", \"736b422a-172f-400c-94a9-35e5acc2518e\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"31538\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-02-14 21:22:05.000000+00:00\", \"2022-07-25 04:41:16.000000+00:00\", \"2021-09-03 10:10:40.000000+00:00\", \"2023-04-05 00:14:43.000000+00:00\", \"2021-02-01 08:03:54.000000+00:00\", \"2020-11-15 12:57:48.000000+00:00\", \"2021-11-03 06:25:45.000000+00:00\", \"2019-06-01 06:23:56.000000+00:00\", \"2019-01-30 06:01:04.000000+00:00\", \"2020-09-04 04:15:13.000000+00:00\", \"2020-01-16 09:11:05.000000+00:00\"], \"session_ids\": [\"baa46c92-4fcb-496c-8b04-8108547eb051\", \"39288701-3ba4-4ead-a791-447a272807e0\", \"8633821c-35a1-4ccf-a42d-988ffb33c3fb\", \"a9431c82-ca5e-490f-b457-11fc39f71cab\", \"ec964cf9-9a98-42e8-bc5f-6daa457ffad5\", \"1b73ebdf-e741-4278-9707-9fae03f9fbcd\", \"d1a6da7e-5f19-436c-b0d7-af678b037200\", \"f775ed31-8707-4bc1-9fb2-98dfb50792ca\", \"aa1e0522-57ad-4f8d-aa63-287316e334f3\", \"b65e3dbf-a146-4d5f-b219-f83eae5f4864\", \"2508357c-7008-4170-bddc-7d1a642a4f06\"], \"total_duration\": 53912.0, \"total_sessions\": 11, \"mean_week_duration\": 247.303}, \"34165\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-05-15 15:57:06.000000+00:00\", \"2019-05-11 19:28:09.000000+00:00\"], \"session_ids\": [\"de47d7c5-8dda-41e5-b42a-a93267bb9bae\", \"5f5b54a1-ce49-426c-8829-1d96b5042474\"], \"total_duration\": 339.0, \"total_sessions\": 2, \"mean_week_duration\": 339.0}, \"38478\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-11-13 22:40:14.000000+00:00\", \"2019-12-08 19:49:03.000000+00:00\", \"2021-07-01 22:11:41.000000+00:00\", \"2021-10-25 12:57:14.000000+00:00\", \"2019-02-08 15:37:07.000000+00:00\", \"2020-02-25 23:45:53.000000+00:00\", \"2019-01-26 21:40:09.000000+00:00\"], \"session_ids\": [\"c25de232-7550-4768-b1f8-2e8e2f172f5f\", \"78ac69cc-7da4-4718-8d2d-95d7a38397e0\", \"2b74ba15-7b74-4f92-8d64-d8bcee5307c3\", \"3c2c10ee-f79f-4d1b-b2ba-1b53b554a53b\", \"f7a236d2-3431-46b5-a35e-02e0095f9ebb\", \"547e11fa-6fbe-4f90-8945-1425ca490532\", \"203be5cc-f256-4139-a55b-79fa0d82cd96\"], \"total_duration\": 2822.0, \"total_sessions\": 7, \"mean_week_duration\": 19.597}, \"71426\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-07-23 02:04:28.000000+00:00\", \"2021-08-28 18:15:30.000000+00:00\"], \"session_ids\": [\"46c0206e-a1ff-4b32-b68f-0b782103735e\", \"039a4917-9a82-4297-b9ca-c7ac0096729c\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 1.483}, \"26682\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-02-14 16:03:25.000000+00:00\", \"2022-01-17 03:18:26.000000+00:00\", \"2020-07-23 18:45:35.000000+00:00\", \"2021-11-12 20:07:01.000000+00:00\", \"2022-03-06 08:30:32.000000+00:00\", \"2022-10-30 07:05:03.000000+00:00\", \"2021-03-04 00:54:21.000000+00:00\", \"2023-01-08 20:20:12.000000+00:00\", \"2019-11-29 08:40:31.000000+00:00\"], \"session_ids\": [\"a309c50e-1295-46f5-8e05-54a236abbd7d\", \"d475a3cf-4b02-4b80-a79b-4c4a98d4470a\", \"ac57a2e4-3292-4189-a8c3-0c4a80fdb781\", \"2de6251e-4057-4a04-96a2-c691cca5819d\", \"d0f6dba0-dd65-491f-b850-f86c3546f899\", \"3e190674-91c7-4362-b90d-72128ca73c3a\", \"f3dd2b7e-c808-44da-a226-e4b3788d10ae\", \"f4613e9b-8924-426f-8dd7-04250fb43d50\", \"8320f637-69b9-4710-a831-6d461624564c\"], \"total_duration\": 20823.0, \"total_sessions\": 9, \"mean_week_duration\": 127.748}, \"63351\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-11 20:26:09.000000+00:00\", \"2020-03-30 10:50:41.000000+00:00\", \"2022-09-06 04:06:32.000000+00:00\", \"2019-01-03 18:20:07.000000+00:00\", \"2021-11-23 13:42:35.000000+00:00\", \"2021-10-19 21:18:46.000000+00:00\", \"2022-10-10 23:00:03.000000+00:00\"], \"session_ids\": [\"31733eb5-20c1-4596-9f6f-1f885b713449\", \"13e25272-dd0f-421a-94bf-d9a0067ff219\", \"64cdf19d-604d-49d5-98e3-b1b31b3b7b12\", \"ab0d73df-74a2-4c9f-8c0e-b2d4970c3f30\", \"9b229ccd-aa56-477c-bdcb-bd3954498fb1\", \"e14ac321-b745-4085-93d8-894130910e5b\", \"5e84b673-9c96-44e1-82aa-0905be4fab3e\"], \"total_duration\": 889.0, \"total_sessions\": 7, \"mean_week_duration\": 4.513}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are 659"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[659, 4075]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 2 users with a sessions total that is higher than 6 and lower than 5, exclusively and implement sorting by sum of duration from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"23198\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2021-06-19 15:41:29.000000+00:00\", \"2022-10-01 12:07:13.000000+00:00\"], \"session_ids\": [\"93765d3e-b4a3-4ef7-8877-503001e0f78a\", \"5ef56100-c344-4e7e-b068-dc4ab2dcdca5\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 3.657}, \"72092\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-29 03:54:26.000000+00:00\", \"2020-12-15 20:47:46.000000+00:00\", \"2021-01-20 14:22:00.000000+00:00\"], \"session_ids\": [\"43396385-37fe-49d5-b56e-97c5c8e9830a\", \"041df70d-cc09-4194-abeb-acfb4da993e8\", \"1e90eb58-d155-492b-92e1-b7fdd9bcde2e\"], \"total_duration\": 673.0, \"total_sessions\": 3, \"mean_week_duration\": 8.855}, \"65827\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-02-26 00:11:13.000000+00:00\", \"2019-02-04 22:49:54.000000+00:00\"], \"session_ids\": [\"8f5c1d70-6a0c-48f9-bb76-dd9c936c50cd\", \"09ec0abd-aa8e-4edf-b06a-6b0ee2615ba4\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.206}, \"24783\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-29 01:38:46.000000+00:00\", \"2019-03-06 01:52:39.000000+00:00\", \"2019-08-02 17:34:59.000000+00:00\", \"2023-05-28 05:16:33.000000+00:00\"], \"session_ids\": [\"a0d3b3ae-980c-4f98-8705-9822ed4eee92\", \"3b29f06a-7b7e-47e4-a16d-1f3766cc1660\", \"f4304d0c-06ce-488c-90df-9385091992e7\", \"190e0d87-34f0-4ccc-9a60-dcb9c14dc371\"], \"total_duration\": 849.0, \"total_sessions\": 4, \"mean_week_duration\": 3.842}, \"34354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-17 19:59:48.000000+00:00\", \"2022-04-26 17:24:01.000000+00:00\"], \"session_ids\": [\"bda5cbb7-3c3c-44f9-a04a-56e4fd8ea645\", \"58a6c11f-df66-48e8-b7a1-d90c3d2efbd0\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 22.667}, \"50746\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-15 02:24:44.000000+00:00\", \"2022-10-28 13:11:34.000000+00:00\"], \"session_ids\": [\"dc260e94-c8ba-4651-9dc4-9ced6ed81840\", \"fae1c56c-7401-433f-ac26-06e87b77991e\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 6.667}, \"20139\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-20 02:51:05.000000+00:00\", \"2021-08-13 16:14:17.000000+00:00\", \"2020-09-24 10:52:47.000000+00:00\", \"2023-01-01 06:54:56.000000+00:00\"], \"session_ids\": [\"8ed913dd-72c0-4dac-b866-8f963bb404bb\", \"9b487351-1907-4f58-8018-979bb4279bb9\", \"1aaa956d-c8f3-452b-923b-5c7d410044ec\", \"4eac3d9a-bb98-4916-acaf-88dfee556382\"], \"total_duration\": 1437.0, \"total_sessions\": 4, \"mean_week_duration\": 7.407}, \"79655\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-13 12:48:34.000000+00:00\", \"2019-08-02 16:41:43.000000+00:00\", \"2020-07-16 12:12:50.000000+00:00\", \"2023-03-11 19:52:09.000000+00:00\", \"2022-09-13 01:04:33.000000+00:00\", \"2023-05-05 03:09:40.000000+00:00\", \"2021-03-06 18:11:01.000000+00:00\"], \"session_ids\": [\"15a2941c-5a15-4b83-ab36-8683b1684646\", \"be7570e9-ba3c-4bc0-90c4-874638829b4e\", \"d3e02285-56f4-46ef-ac6c-572580007cd9\", \"a21f7d13-8d81-49a9-9c32-7925cd13d311\", \"2ff9bb78-0ba9-4a90-8e48-2ef6c8183fd2\", \"4d3d8e32-dede-41d6-8397-c4735eec4ab7\", \"0899693c-73f7-48dc-8c4e-a57060ce38a9\"], \"total_duration\": 535.0, \"total_sessions\": 7, \"mean_week_duration\": 2.73}, \"58743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-25 09:58:23.000000+00:00\", \"2023-03-06 20:13:58.000000+00:00\", \"2023-05-08 20:35:33.000000+00:00\", \"2021-08-23 09:06:07.000000+00:00\", \"2022-08-09 09:59:10.000000+00:00\", \"2019-04-05 07:12:44.000000+00:00\", \"2020-07-17 18:26:34.000000+00:00\"], \"session_ids\": [\"03d2fe1c-c468-4bb4-953a-a0418b411652\", \"9fd7bc67-fa71-4d8c-97c3-4741910f2279\", \"0d356b61-c7df-4ae6-93c4-ba1682f5916e\", \"86c0d9e2-525a-441a-ac6d-af6ce201028f\", \"b2025e89-9b79-4fda-b16b-978faa2e0f3c\", \"65c9bba1-5d78-4f81-adbe-a4bbcf7bb5c8\", \"6bca52ba-5550-4c37-b66b-1976496f552e\"], \"total_duration\": 263.0, \"total_sessions\": 7, \"mean_week_duration\": 1.229}, \"20576\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-13 08:11:02.000000+00:00\", \"2019-05-29 14:07:26.000000+00:00\", \"2022-08-14 10:09:59.000000+00:00\"], \"session_ids\": [\"05e724b1-be3b-4cff-b0ed-3d2d7db21727\", \"dbff689e-55d7-447b-93da-8259e6b13c8b\", \"bc4d7959-a9ee-4b28-b15a-3366c972c688\"], \"total_duration\": 429.0, \"total_sessions\": 3, \"mean_week_duration\": 2.554}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 5 and are greater 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{\"23198\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2021-06-19 15:41:29.000000+00:00\", \"2022-10-01 12:07:13.000000+00:00\"], \"session_ids\": [\"93765d3e-b4a3-4ef7-8877-503001e0f78a\", \"5ef56100-c344-4e7e-b068-dc4ab2dcdca5\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 3.657}, \"72092\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-29 03:54:26.000000+00:00\", \"2020-12-15 20:47:46.000000+00:00\", \"2021-01-20 14:22:00.000000+00:00\"], \"session_ids\": [\"43396385-37fe-49d5-b56e-97c5c8e9830a\", \"041df70d-cc09-4194-abeb-acfb4da993e8\", \"1e90eb58-d155-492b-92e1-b7fdd9bcde2e\"], \"total_duration\": 673.0, \"total_sessions\": 3, \"mean_week_duration\": 8.855}, \"65827\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-02-26 00:11:13.000000+00:00\", \"2019-02-04 22:49:54.000000+00:00\"], \"session_ids\": [\"8f5c1d70-6a0c-48f9-bb76-dd9c936c50cd\", \"09ec0abd-aa8e-4edf-b06a-6b0ee2615ba4\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.206}, \"24783\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-29 01:38:46.000000+00:00\", \"2019-03-06 01:52:39.000000+00:00\", \"2019-08-02 17:34:59.000000+00:00\", \"2023-05-28 05:16:33.000000+00:00\"], \"session_ids\": [\"a0d3b3ae-980c-4f98-8705-9822ed4eee92\", \"3b29f06a-7b7e-47e4-a16d-1f3766cc1660\", \"f4304d0c-06ce-488c-90df-9385091992e7\", \"190e0d87-34f0-4ccc-9a60-dcb9c14dc371\"], \"total_duration\": 849.0, \"total_sessions\": 4, \"mean_week_duration\": 3.842}, \"34354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-17 19:59:48.000000+00:00\", \"2022-04-26 17:24:01.000000+00:00\"], \"session_ids\": [\"bda5cbb7-3c3c-44f9-a04a-56e4fd8ea645\", \"58a6c11f-df66-48e8-b7a1-d90c3d2efbd0\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 22.667}, \"50746\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-15 02:24:44.000000+00:00\", \"2022-10-28 13:11:34.000000+00:00\"], \"session_ids\": [\"dc260e94-c8ba-4651-9dc4-9ced6ed81840\", \"fae1c56c-7401-433f-ac26-06e87b77991e\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 6.667}, \"20139\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-20 02:51:05.000000+00:00\", \"2021-08-13 16:14:17.000000+00:00\", \"2020-09-24 10:52:47.000000+00:00\", \"2023-01-01 06:54:56.000000+00:00\"], \"session_ids\": [\"8ed913dd-72c0-4dac-b866-8f963bb404bb\", \"9b487351-1907-4f58-8018-979bb4279bb9\", \"1aaa956d-c8f3-452b-923b-5c7d410044ec\", \"4eac3d9a-bb98-4916-acaf-88dfee556382\"], \"total_duration\": 1437.0, \"total_sessions\": 4, \"mean_week_duration\": 7.407}, \"20576\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-13 08:11:02.000000+00:00\", \"2019-05-29 14:07:26.000000+00:00\", \"2022-08-14 10:09:59.000000+00:00\"], \"session_ids\": [\"05e724b1-be3b-4cff-b0ed-3d2d7db21727\", \"dbff689e-55d7-447b-93da-8259e6b13c8b\", \"bc4d7959-a9ee-4b28-b15a-3366c972c688\"], \"total_duration\": 429.0, \"total_sessions\": 3, \"mean_week_duration\": 2.554}, \"79655\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-13 12:48:34.000000+00:00\", \"2019-08-02 16:41:43.000000+00:00\", \"2020-07-16 12:12:50.000000+00:00\", \"2023-03-11 19:52:09.000000+00:00\", \"2022-09-13 01:04:33.000000+00:00\", \"2023-05-05 03:09:40.000000+00:00\", \"2021-03-06 18:11:01.000000+00:00\"], \"session_ids\": [\"15a2941c-5a15-4b83-ab36-8683b1684646\", \"be7570e9-ba3c-4bc0-90c4-874638829b4e\", \"d3e02285-56f4-46ef-ac6c-572580007cd9\", \"a21f7d13-8d81-49a9-9c32-7925cd13d311\", \"2ff9bb78-0ba9-4a90-8e48-2ef6c8183fd2\", \"4d3d8e32-dede-41d6-8397-c4735eec4ab7\", \"0899693c-73f7-48dc-8c4e-a57060ce38a9\"], \"total_duration\": 535.0, \"total_sessions\": 7, \"mean_week_duration\": 2.73}, \"58743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-25 09:58:23.000000+00:00\", \"2023-03-06 20:13:58.000000+00:00\", \"2023-05-08 20:35:33.000000+00:00\", \"2021-08-23 09:06:07.000000+00:00\", \"2022-08-09 09:59:10.000000+00:00\", \"2019-04-05 07:12:44.000000+00:00\", \"2020-07-17 18:26:34.000000+00:00\"], \"session_ids\": [\"03d2fe1c-c468-4bb4-953a-a0418b411652\", \"9fd7bc67-fa71-4d8c-97c3-4741910f2279\", \"0d356b61-c7df-4ae6-93c4-ba1682f5916e\", \"86c0d9e2-525a-441a-ac6d-af6ce201028f\", \"b2025e89-9b79-4fda-b16b-978faa2e0f3c\", \"65c9bba1-5d78-4f81-adbe-a4bbcf7bb5c8\", \"6bca52ba-5550-4c37-b66b-1976496f552e\"], \"total_duration\": 263.0, \"total_sessions\": 7, \"mean_week_duration\": 1.229}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20139\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-20 02:51:05.000000+00:00\", \"2021-08-13 16:14:17.000000+00:00\", \"2020-09-24 10:52:47.000000+00:00\", \"2023-01-01 06:54:56.000000+00:00\"], \"session_ids\": [\"8ed913dd-72c0-4dac-b866-8f963bb404bb\", \"9b487351-1907-4f58-8018-979bb4279bb9\", \"1aaa956d-c8f3-452b-923b-5c7d410044ec\", \"4eac3d9a-bb98-4916-acaf-88dfee556382\"], \"total_duration\": 1437.0, \"total_sessions\": 4, \"mean_week_duration\": 7.407}}, {\"24783\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-29 01:38:46.000000+00:00\", \"2019-03-06 01:52:39.000000+00:00\", \"2019-08-02 17:34:59.000000+00:00\", \"2023-05-28 05:16:33.000000+00:00\"], \"session_ids\": [\"a0d3b3ae-980c-4f98-8705-9822ed4eee92\", \"3b29f06a-7b7e-47e4-a16d-1f3766cc1660\", \"f4304d0c-06ce-488c-90df-9385091992e7\", \"190e0d87-34f0-4ccc-9a60-dcb9c14dc371\"], \"total_duration\": 849.0, \"total_sessions\": 4, \"mean_week_duration\": 3.842}}, {\"72092\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-29 03:54:26.000000+00:00\", \"2020-12-15 20:47:46.000000+00:00\", \"2021-01-20 14:22:00.000000+00:00\"], \"session_ids\": [\"43396385-37fe-49d5-b56e-97c5c8e9830a\", \"041df70d-cc09-4194-abeb-acfb4da993e8\", \"1e90eb58-d155-492b-92e1-b7fdd9bcde2e\"], \"total_duration\": 673.0, \"total_sessions\": 3, \"mean_week_duration\": 8.855}}, {\"79655\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-12-13 12:48:34.000000+00:00\", \"2019-08-02 16:41:43.000000+00:00\", \"2020-07-16 12:12:50.000000+00:00\", \"2023-03-11 19:52:09.000000+00:00\", \"2022-09-13 01:04:33.000000+00:00\", \"2023-05-05 03:09:40.000000+00:00\", \"2021-03-06 18:11:01.000000+00:00\"], \"session_ids\": [\"15a2941c-5a15-4b83-ab36-8683b1684646\", \"be7570e9-ba3c-4bc0-90c4-874638829b4e\", \"d3e02285-56f4-46ef-ac6c-572580007cd9\", \"a21f7d13-8d81-49a9-9c32-7925cd13d311\", \"2ff9bb78-0ba9-4a90-8e48-2ef6c8183fd2\", \"4d3d8e32-dede-41d6-8397-c4735eec4ab7\", \"0899693c-73f7-48dc-8c4e-a57060ce38a9\"], \"total_duration\": 535.0, \"total_sessions\": 7, \"mean_week_duration\": 2.73}}, {\"20576\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-12-13 08:11:02.000000+00:00\", \"2019-05-29 14:07:26.000000+00:00\", \"2022-08-14 10:09:59.000000+00:00\"], \"session_ids\": [\"05e724b1-be3b-4cff-b0ed-3d2d7db21727\", \"dbff689e-55d7-447b-93da-8259e6b13c8b\", \"bc4d7959-a9ee-4b28-b15a-3366c972c688\"], \"total_duration\": 429.0, \"total_sessions\": 3, \"mean_week_duration\": 2.554}}, {\"58743\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-25 09:58:23.000000+00:00\", \"2023-03-06 20:13:58.000000+00:00\", \"2023-05-08 20:35:33.000000+00:00\", \"2021-08-23 09:06:07.000000+00:00\", \"2022-08-09 09:59:10.000000+00:00\", \"2019-04-05 07:12:44.000000+00:00\", \"2020-07-17 18:26:34.000000+00:00\"], \"session_ids\": [\"03d2fe1c-c468-4bb4-953a-a0418b411652\", \"9fd7bc67-fa71-4d8c-97c3-4741910f2279\", \"0d356b61-c7df-4ae6-93c4-ba1682f5916e\", \"86c0d9e2-525a-441a-ac6d-af6ce201028f\", \"b2025e89-9b79-4fda-b16b-978faa2e0f3c\", \"65c9bba1-5d78-4f81-adbe-a4bbcf7bb5c8\", \"6bca52ba-5550-4c37-b66b-1976496f552e\"], \"total_duration\": 263.0, \"total_sessions\": 7, \"mean_week_duration\": 1.229}}, {\"23198\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2021-06-19 15:41:29.000000+00:00\", \"2022-10-01 12:07:13.000000+00:00\"], \"session_ids\": [\"93765d3e-b4a3-4ef7-8877-503001e0f78a\", \"5ef56100-c344-4e7e-b068-dc4ab2dcdca5\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 3.657}}, {\"50746\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-15 02:24:44.000000+00:00\", \"2022-10-28 13:11:34.000000+00:00\"], \"session_ids\": [\"dc260e94-c8ba-4651-9dc4-9ced6ed81840\", \"fae1c56c-7401-433f-ac26-06e87b77991e\"], \"total_duration\": 160.0, \"total_sessions\": 2, \"mean_week_duration\": 6.667}}, {\"34354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-17 19:59:48.000000+00:00\", \"2022-04-26 17:24:01.000000+00:00\"], \"session_ids\": [\"bda5cbb7-3c3c-44f9-a04a-56e4fd8ea645\", \"58a6c11f-df66-48e8-b7a1-d90c3d2efbd0\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 22.667}}, {\"65827\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-02-26 00:11:13.000000+00:00\", \"2019-02-04 22:49:54.000000+00:00\"], \"session_ids\": [\"8f5c1d70-6a0c-48f9-bb76-dd9c936c50cd\", \"09ec0abd-aa8e-4edf-b06a-6b0ee2615ba4\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.206}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20139\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-20 02:51:05.000000+00:00\", \"2021-08-13 16:14:17.000000+00:00\", \"2020-09-24 10:52:47.000000+00:00\", \"2023-01-01 06:54:56.000000+00:00\"], \"session_ids\": [\"8ed913dd-72c0-4dac-b866-8f963bb404bb\", \"9b487351-1907-4f58-8018-979bb4279bb9\", \"1aaa956d-c8f3-452b-923b-5c7d410044ec\", \"4eac3d9a-bb98-4916-acaf-88dfee556382\"], \"total_duration\": 1437.0, \"total_sessions\": 4, \"mean_week_duration\": 7.407}}, {\"24783\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-29 01:38:46.000000+00:00\", \"2019-03-06 01:52:39.000000+00:00\", \"2019-08-02 17:34:59.000000+00:00\", \"2023-05-28 05:16:33.000000+00:00\"], \"session_ids\": [\"a0d3b3ae-980c-4f98-8705-9822ed4eee92\", \"3b29f06a-7b7e-47e4-a16d-1f3766cc1660\", \"f4304d0c-06ce-488c-90df-9385091992e7\", \"190e0d87-34f0-4ccc-9a60-dcb9c14dc371\"], \"total_duration\": 849.0, \"total_sessions\": 4, \"mean_week_duration\": 3.842}}]\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[{\"20139\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-20 02:51:05.000000+00:00\", \"2021-08-13 16:14:17.000000+00:00\", \"2020-09-24 10:52:47.000000+00:00\", \"2023-01-01 06:54:56.000000+00:00\"], \"session_ids\": [\"8ed913dd-72c0-4dac-b866-8f963bb404bb\", \"9b487351-1907-4f58-8018-979bb4279bb9\", \"1aaa956d-c8f3-452b-923b-5c7d410044ec\", \"4eac3d9a-bb98-4916-acaf-88dfee556382\"], \"total_duration\": 1437.0, \"total_sessions\": 4, \"mean_week_duration\": 7.407}}, {\"24783\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-29 01:38:46.000000+00:00\", \"2019-03-06 01:52:39.000000+00:00\", \"2019-08-02 17:34:59.000000+00:00\", \"2023-05-28 05:16:33.000000+00:00\"], \"session_ids\": [\"a0d3b3ae-980c-4f98-8705-9822ed4eee92\", \"3b29f06a-7b7e-47e4-a16d-1f3766cc1660\", \"f4304d0c-06ce-488c-90df-9385091992e7\", \"190e0d87-34f0-4ccc-9a60-dcb9c14dc371\"], \"total_duration\": 849.0, \"total_sessions\": 4, \"mean_week_duration\": 3.842}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 6 users who live in cities Athens, Santiago, Nairobi in addition implement sorting by total amount of duration ascendingly in addition get rid of all records, except 4."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"8359\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-08-08 15:20:15.000000+00:00\", \"2019-11-11 05:46:01.000000+00:00\", \"2021-12-17 19:47:07.000000+00:00\"], \"session_ids\": [\"1a2b7e8d-6563-4277-a1ce-07188746821a\", \"9b877722-3446-4857-8994-e49f14cdb6d8\", \"cf03dbd3-1fdb-47f8-92dd-533243e9d87c\"], \"total_duration\": 1077.0, \"total_sessions\": 3, \"mean_week_duration\": 9.791}, \"10417\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-02 01:55:05.000000+00:00\", \"2020-05-11 11:24:25.000000+00:00\", \"2022-08-21 11:51:22.000000+00:00\", \"2019-03-09 17:33:40.000000+00:00\", \"2021-11-10 06:50:35.000000+00:00\"], \"session_ids\": [\"8854f0bb-3dc4-40de-a36b-4cc1cfd7af9e\", \"962d4931-e61a-4889-adb4-0147f008b39b\", \"001da67a-47b7-4581-89fc-ec8aaac3810c\", \"fbaaa5a8-f8bb-4c1e-a6b7-20aa15bdb0e1\", \"fdfb2823-8a54-42ac-865c-42aecb2a6ca1\"], \"total_duration\": 2364.0, \"total_sessions\": 5, \"mean_week_duration\": 13.133}, \"13119\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-06-25 00:31:38.000000+00:00\", \"2019-01-02 03:12:28.000000+00:00\"], \"session_ids\": [\"f30eaecf-01f4-4ebc-aef7-d038373145b4\", \"b8c1787e-87de-4828-8331-b0fa4613d948\"], \"total_duration\": 359.0, \"total_sessions\": 2, \"mean_week_duration\": 2.762}, \"30575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-17 07:30:54.000000+00:00\", \"2019-01-21 13:30:27.000000+00:00\"], \"session_ids\": [\"6069eada-a418-45ad-bbb9-9d59bcd13b23\", \"b5081f93-569f-4718-92b7-f81115a78284\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}, \"68634\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-27 23:02:39.000000+00:00\", \"2019-06-10 21:10:03.000000+00:00\"], \"session_ids\": [\"a65ba150-3272-4f80-8768-0b94def599b0\", \"204ceafd-a518-4877-9760-966384521f7f\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.841}, \"27535\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-10-25 20:06:34.000000+00:00\", \"2020-07-29 10:33:51.000000+00:00\", \"2020-07-21 02:11:39.000000+00:00\", \"2023-03-13 00:59:23.000000+00:00\"], \"session_ids\": [\"404231f3-21f4-436e-a0c2-5f963101922c\", \"fc8d73bb-d046-4663-a71d-df335339e1c5\", \"b5a993ab-975d-4b85-a9ea-26664587b7d0\", \"6bc8a462-5120-459d-b36e-717c648ab72f\"], \"total_duration\": 30.0, \"total_sessions\": 4, \"mean_week_duration\": 0.217}, \"10035\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-11-01 11:34:32.000000+00:00\", \"2020-01-12 20:44:08.000000+00:00\", \"2022-12-15 15:06:09.000000+00:00\", \"2022-10-28 04:29:35.000000+00:00\"], \"session_ids\": [\"80468845-2a96-476a-94e5-fab47ae8733f\", \"ac70b9a3-f5a4-4406-9ae5-d04314537b36\", \"76dd1f4d-30fe-42a8-9e85-d52d75e58cb2\", \"18eb9eac-e0ca-4178-908c-8ebe56b871e3\"], \"total_duration\": 1831.0, \"total_sessions\": 4, \"mean_week_duration\": 11.967}, \"78018\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-22 15:28:52.000000+00:00\", \"2021-06-20 14:17:23.000000+00:00\", \"2023-06-03 11:16:53.000000+00:00\", \"2023-03-15 20:57:09.000000+00:00\"], \"session_ids\": [\"fcd87572-54a5-46e1-8fab-ecddf5e85ed3\", \"0970742c-39cf-4422-a652-080ed9152aef\", \"ba666f54-f64d-4b17-8f2e-4f32a934df86\", \"ded650fc-df90-4655-8fcf-90471411cd73\"], \"total_duration\": 215.0, \"total_sessions\": 4, \"mean_week_duration\": 1.68}, \"34165\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-03 06:39:40.000000+00:00\", \"2019-02-12 20:27:40.000000+00:00\", \"2019-05-24 08:23:54.000000+00:00\", \"2022-11-30 01:29:01.000000+00:00\"], \"session_ids\": [\"6a1fb5d1-e07e-45e4-9a98-df5bd2e5f7b7\", \"99ea2497-143e-4fb4-b2ea-3b21322fa56e\", \"c889db80-8cab-4527-bf9f-d860b89cbe2d\", \"ace3c1f8-28a0-40a6-8c54-c9bba84d807b\"], \"total_duration\": 43.0, \"total_sessions\": 4, \"mean_week_duration\": 0.217}, \"70340\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2023-04-04 21:15:36.000000+00:00\", \"2021-03-23 23:54:10.000000+00:00\", \"2021-04-05 06:45:10.000000+00:00\"], \"session_ids\": [\"d6eecdee-9e81-4503-9a6a-135fc6b66858\", \"2d959636-68c2-4b74-8af1-b1a384d95349\", \"767b8d2e-b191-4e35-86ad-5401b968700a\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.453}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Athens, Santiago, Nairobi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Athens\", \"Santiago\", \"Nairobi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about 2 users who are residents of cities Kuala Lumpur, Zurich, London, Istanbul additionaly perform sorting by town center name descending additionaly provide me only with 2 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{\"59589\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-10-13 20:20:30.000000+00:00\", \"2020-11-05 02:15:42.000000+00:00\"], \"session_ids\": [\"e40ea8b9-cfbd-48ce-84bd-3067901379af\", \"3cc9f9b8-c2a3-4c8b-aea6-4119bf5e57e2\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.411}, \"68338\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-01-15 11:48:20.000000+00:00\", \"2023-04-01 07:47:40.000000+00:00\"], \"session_ids\": [\"6cdd0f3b-8300-4867-96a6-8946530c6ecb\", \"d07474ea-90a1-4ad9-a024-e7d362fc61fb\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}, \"44813\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-30 23:35:33.000000+00:00\", \"2020-11-28 14:11:56.000000+00:00\", \"2022-08-03 00:23:33.000000+00:00\"], \"session_ids\": [\"19604a07-42e6-4be6-a062-8889be9a826e\", \"f9c57ffa-20ed-4289-b81c-fc05e095027a\", \"b53239e9-3f0d-4ec7-90db-06bd1f61fed1\"], \"total_duration\": 441.0, \"total_sessions\": 3, \"mean_week_duration\": 2.882}, \"66284\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-03-06 05:33:09.000000+00:00\", \"2020-12-22 21:37:54.000000+00:00\"], \"session_ids\": [\"aa6db24f-67c6-4755-8808-d6869b836832\", \"96f3048f-9260-4008-b5ce-cad9a0ba58b9\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.266}, \"54916\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-31 03:48:57.000000+00:00\", \"2021-05-10 15:01:27.000000+00:00\"], \"session_ids\": [\"158b9753-e9cb-47c1-b992-361e23859d8f\", \"843b7328-080f-48bc-a2b5-eaae37be35a9\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.919}, \"65858\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-01-13 09:13:03.000000+00:00\", \"2019-07-28 04:45:04.000000+00:00\", \"2021-06-08 09:46:44.000000+00:00\", \"2021-03-02 01:32:07.000000+00:00\", \"2022-04-12 01:20:50.000000+00:00\", \"2022-11-01 17:59:25.000000+00:00\", \"2019-07-14 23:22:20.000000+00:00\"], \"session_ids\": [\"78e31f24-070f-4a90-a90b-87960d580cdd\", \"b94d2b0d-09f9-49bc-b9f5-854d9058d8be\", \"2d09f1cb-8acf-4328-85f6-bc5929cda5dc\", \"6b683a8a-446f-4a77-a479-b0c5c2d195e1\", \"8ce1b6c4-4a71-46fd-9cf8-fb59272bc069\", \"4b69619d-f7da-498f-87e8-f43c41b7b8a9\", \"bf6b84fd-3949-4575-b5b0-fa6bc98a634c\"], \"total_duration\": 5125.0, \"total_sessions\": 7, \"mean_week_duration\": 29.624}, \"75355\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-04-23 18:35:48.000000+00:00\", \"2020-03-23 06:53:59.000000+00:00\", \"2023-05-28 12:05:13.000000+00:00\", \"2023-06-23 07:27:49.000000+00:00\", \"2022-01-21 18:22:06.000000+00:00\", \"2020-04-20 08:19:52.000000+00:00\", \"2019-07-01 23:16:48.000000+00:00\", \"2020-05-05 06:14:16.000000+00:00\", \"2019-12-03 12:12:12.000000+00:00\"], \"session_ids\": [\"3b9027cb-fde7-4bba-8ed8-c33ea765c565\", \"ff5a0f31-a073-4624-8ce6-8513bb2bb634\", \"9f55962a-f580-458e-a543-f0b2e08922d3\", \"9bfb75a6-babd-436f-916c-6036538edbcb\", \"d1e606b3-f674-46e1-a9ce-ef00b9bcd03a\", \"ea21c60d-8259-41de-88be-6f2f281f9b9a\", \"9175c3a6-a157-4b6e-8a7f-87e43d364ee7\", \"88a52ad7-15dc-4f3f-a7ca-4e1eae666c9e\", \"7c5d1ae2-b81b-4a3e-8ed2-dfa69aa1c479\"], \"total_duration\": 4256.0, \"total_sessions\": 9, \"mean_week_duration\": 20.462}, \"18868\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-05-28 04:02:35.000000+00:00\", \"2023-03-01 19:08:10.000000+00:00\"], \"session_ids\": [\"ff5faba3-9f8f-4f88-be11-cd2d7ce2d335\", \"561ca297-2c87-4759-a279-56b4d8a2ba76\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 2.34}, \"60377\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-09 02:19:32.000000+00:00\", \"2022-07-26 02:36:16.000000+00:00\", \"2019-05-21 11:13:07.000000+00:00\", \"2023-06-20 21:00:16.000000+00:00\"], \"session_ids\": [\"7dcbcb38-2d52-42b5-a8ef-5a5083553043\", \"d0d833f5-90cb-4bbf-9e76-598f57fa7da5\", \"d8edf5e0-a3c2-48d8-844c-ea352a9bec2c\", \"72345c3f-e4f1-4147-b7e0-3f640ab74c04\"], \"total_duration\": 250.0, \"total_sessions\": 4, \"mean_week_duration\": 1.174}, \"74943\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-24 21:34:14.000000+00:00\", \"2019-08-13 04:08:23.000000+00:00\", \"2021-02-01 22:33:19.000000+00:00\", \"2021-05-16 10:42:11.000000+00:00\", \"2022-10-26 05:46:56.000000+00:00\"], \"session_ids\": [\"22dc5ee6-5b95-43bb-890f-f283b9c789e3\", \"e6c9af49-a4d4-47ab-9bc2-836ed33a415c\", \"2f080974-cd1c-4226-9d0c-5a2843bd877d\", \"20bc95ca-20b7-4f0e-8e80-09f73870ed59\", \"6afd598e-94d8-4d70-aa7b-203dde1c0575\"], \"total_duration\": 78.0, \"total_sessions\": 5, \"mean_week_duration\": 0.464}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Kuala Lumpur, Zurich, London, Istanbul"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Kuala Lumpur\", \"Zurich\", \"London\", \"Istanbul\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"59589\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-10-13 20:20:30.000000+00:00\", \"2020-11-05 02:15:42.000000+00:00\"], \"session_ids\": [\"e40ea8b9-cfbd-48ce-84bd-3067901379af\", \"3cc9f9b8-c2a3-4c8b-aea6-4119bf5e57e2\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.411}, \"60377\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-09 02:19:32.000000+00:00\", \"2022-07-26 02:36:16.000000+00:00\", \"2019-05-21 11:13:07.000000+00:00\", \"2023-06-20 21:00:16.000000+00:00\"], \"session_ids\": [\"7dcbcb38-2d52-42b5-a8ef-5a5083553043\", \"d0d833f5-90cb-4bbf-9e76-598f57fa7da5\", \"d8edf5e0-a3c2-48d8-844c-ea352a9bec2c\", \"72345c3f-e4f1-4147-b7e0-3f640ab74c04\"], \"total_duration\": 250.0, \"total_sessions\": 4, \"mean_week_duration\": 1.174}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by city_name"
},
{
"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[{\"59589\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-10-13 20:20:30.000000+00:00\", \"2020-11-05 02:15:42.000000+00:00\"], \"session_ids\": [\"e40ea8b9-cfbd-48ce-84bd-3067901379af\", \"3cc9f9b8-c2a3-4c8b-aea6-4119bf5e57e2\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.411}}, {\"60377\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-09 02:19:32.000000+00:00\", \"2022-07-26 02:36:16.000000+00:00\", \"2019-05-21 11:13:07.000000+00:00\", \"2023-06-20 21:00:16.000000+00:00\"], \"session_ids\": [\"7dcbcb38-2d52-42b5-a8ef-5a5083553043\", \"d0d833f5-90cb-4bbf-9e76-598f57fa7da5\", \"d8edf5e0-a3c2-48d8-844c-ea352a9bec2c\", \"72345c3f-e4f1-4147-b7e0-3f640ab74c04\"], \"total_duration\": 250.0, \"total_sessions\": 4, \"mean_week_duration\": 1.174}}]\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[{\"59589\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-10-13 20:20:30.000000+00:00\", \"2020-11-05 02:15:42.000000+00:00\"], \"session_ids\": [\"e40ea8b9-cfbd-48ce-84bd-3067901379af\", \"3cc9f9b8-c2a3-4c8b-aea6-4119bf5e57e2\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.411}}, {\"60377\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-09 02:19:32.000000+00:00\", \"2022-07-26 02:36:16.000000+00:00\", \"2019-05-21 11:13:07.000000+00:00\", \"2023-06-20 21:00:16.000000+00:00\"], \"session_ids\": [\"7dcbcb38-2d52-42b5-a8ef-5a5083553043\", \"d0d833f5-90cb-4bbf-9e76-598f57fa7da5\", \"d8edf5e0-a3c2-48d8-844c-ea352a9bec2c\", \"72345c3f-e4f1-4147-b7e0-3f640ab74c04\"], \"total_duration\": 250.0, \"total_sessions\": 4, \"mean_week_duration\": 1.174}}]\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[{\"59589\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-10-13 20:20:30.000000+00:00\", \"2020-11-05 02:15:42.000000+00:00\"], \"session_ids\": [\"e40ea8b9-cfbd-48ce-84bd-3067901379af\", \"3cc9f9b8-c2a3-4c8b-aea6-4119bf5e57e2\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.411}}, {\"60377\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-12-09 02:19:32.000000+00:00\", \"2022-07-26 02:36:16.000000+00:00\", \"2019-05-21 11:13:07.000000+00:00\", \"2023-06-20 21:00:16.000000+00:00\"], \"session_ids\": [\"7dcbcb38-2d52-42b5-a8ef-5a5083553043\", \"d0d833f5-90cb-4bbf-9e76-598f57fa7da5\", \"d8edf5e0-a3c2-48d8-844c-ea352a9bec2c\", \"72345c3f-e4f1-4147-b7e0-3f640ab74c04\"], \"total_duration\": 250.0, \"total_sessions\": 4, \"mean_week_duration\": 1.174}}]\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 user whose total duration amount exceeds 4763 while staying below 2239, exclusive 4763 + sort by quantity of sessions ascendingly."
}
] |
[
{
"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{\"20011\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-02-06 10:55:04.000000+00:00\", \"2022-07-22 23:45:02.000000+00:00\"], \"session_ids\": [\"27e883f8-2a73-4529-b1d9-a2cf1ecd0fc5\", \"e3f472df-9a19-4153-b29c-72f34812e597\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 16.042}, \"28776\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-10-06 00:15:44.000000+00:00\", \"2022-03-21 09:43:02.000000+00:00\"], \"session_ids\": [\"a0da6125-306b-4a7f-8ac1-657ae2f69ea5\", \"b2c552cf-ba7f-41d3-bc6a-8e1b47ab4b70\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.417}, \"52178\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-27 01:24:07.000000+00:00\", \"2021-02-04 00:55:53.000000+00:00\"], \"session_ids\": [\"26575152-d387-40be-a633-bbfa81c8cc8b\", \"8bc1e5b3-d81f-49f8-ab8e-b5c3188ac4ab\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.58}, \"53534\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-23 10:50:55.000000+00:00\", \"2022-01-12 13:58:32.000000+00:00\"], \"session_ids\": [\"d7c07f68-2462-489a-83f4-93aa4a26b981\", \"acf3d321-6489-4461-ae92-6f342238df3f\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 5.947}, \"76839\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-02 05:44:23.000000+00:00\", \"2023-01-18 01:46:24.000000+00:00\"], \"session_ids\": [\"e4ec75ca-4fdb-4f26-9c57-fc2e7c1ab5cd\", \"0c785f2c-0512-4d9e-8e9c-f15e1d0fedd7\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.149}, \"55586\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-03-28 19:20:21.000000+00:00\", \"2020-06-13 03:36:17.000000+00:00\"], \"session_ids\": [\"c5673da5-188c-494e-afd6-7081717f624e\", \"74379ce5-9077-4717-ac2f-d992d7925c9a\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 3.202}, \"27710\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-06-23 19:05:16.000000+00:00\", \"2021-01-11 16:27:11.000000+00:00\"], \"session_ids\": [\"67498051-47ab-4048-98e0-dc1adcc5d14b\", \"9eb7f924-6921-45c9-a760-e4e2ae6e0155\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 2.303}, \"21654\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-07 08:53:28.000000+00:00\", \"2019-01-20 06:51:23.000000+00:00\", \"2020-06-15 12:08:11.000000+00:00\", \"2020-06-26 20:45:25.000000+00:00\", \"2022-09-19 20:23:01.000000+00:00\", \"2022-07-11 00:25:05.000000+00:00\", \"2021-11-01 18:40:27.000000+00:00\", \"2020-11-11 13:55:54.000000+00:00\", \"2021-11-28 14:58:28.000000+00:00\", \"2019-03-15 12:12:42.000000+00:00\", \"2021-09-27 14:31:47.000000+00:00\"], \"session_ids\": [\"a6228f6c-616b-491e-be02-50fd8581c805\", \"ea1b4e5e-5031-4179-903c-d0101444df7e\", \"26f46606-31e3-4403-8eae-a1034853dc6a\", \"7b3da579-4232-43d7-aba2-44de54e3b7a9\", \"66c73571-b7d5-419c-aa99-4136c29711dc\", \"ea6fff2e-30ff-423b-ab7f-e56d6e4bfdc4\", \"ae40f7d2-8f3b-4d8a-a806-bb1a655515ed\", \"0386617b-27c8-41fc-8270-ed65850d2b70\", \"6d11b812-b7a0-427c-83f7-a88df5b6ba43\", \"cfd109f7-e62d-4993-8292-b55b9c197619\", \"7abb4f1d-04c7-4c35-86e5-c56007e71147\"], \"total_duration\": 58013.0, \"total_sessions\": 11, \"mean_week_duration\": 302.151}, \"39082\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-03-24 04:06:32.000000+00:00\", \"2020-06-23 20:52:49.000000+00:00\"], \"session_ids\": [\"9ec57c99-54b9-4c80-8a76-e8fd62beec13\", \"778411bc-3948-4e2b-bfc9-d9283af8016d\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 2.076}, \"26072\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-12-03 10:52:08.000000+00:00\", \"2022-06-15 11:17:11.000000+00:00\"], \"session_ids\": [\"51eef801-b3bd-4c9d-acc1-33b829452139\", \"1d5bf746-0151-4f3e-8354-f932626bdf4d\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 4.075}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 2239 and are greater than 4763"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[2239, 4763]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20011\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-02-06 10:55:04.000000+00:00\", \"2022-07-22 23:45:02.000000+00:00\"], \"session_ids\": [\"27e883f8-2a73-4529-b1d9-a2cf1ecd0fc5\", \"e3f472df-9a19-4153-b29c-72f34812e597\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 16.042}, \"28776\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-10-06 00:15:44.000000+00:00\", \"2022-03-21 09:43:02.000000+00:00\"], \"session_ids\": [\"a0da6125-306b-4a7f-8ac1-657ae2f69ea5\", \"b2c552cf-ba7f-41d3-bc6a-8e1b47ab4b70\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.417}, \"52178\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-27 01:24:07.000000+00:00\", \"2021-02-04 00:55:53.000000+00:00\"], \"session_ids\": [\"26575152-d387-40be-a633-bbfa81c8cc8b\", \"8bc1e5b3-d81f-49f8-ab8e-b5c3188ac4ab\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.58}, \"53534\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-23 10:50:55.000000+00:00\", \"2022-01-12 13:58:32.000000+00:00\"], \"session_ids\": [\"d7c07f68-2462-489a-83f4-93aa4a26b981\", \"acf3d321-6489-4461-ae92-6f342238df3f\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 5.947}, \"76839\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-02 05:44:23.000000+00:00\", \"2023-01-18 01:46:24.000000+00:00\"], \"session_ids\": [\"e4ec75ca-4fdb-4f26-9c57-fc2e7c1ab5cd\", \"0c785f2c-0512-4d9e-8e9c-f15e1d0fedd7\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.149}, \"55586\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-03-28 19:20:21.000000+00:00\", \"2020-06-13 03:36:17.000000+00:00\"], \"session_ids\": [\"c5673da5-188c-494e-afd6-7081717f624e\", \"74379ce5-9077-4717-ac2f-d992d7925c9a\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 3.202}, \"27710\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-06-23 19:05:16.000000+00:00\", \"2021-01-11 16:27:11.000000+00:00\"], \"session_ids\": [\"67498051-47ab-4048-98e0-dc1adcc5d14b\", \"9eb7f924-6921-45c9-a760-e4e2ae6e0155\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 2.303}, \"39082\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-03-24 04:06:32.000000+00:00\", \"2020-06-23 20:52:49.000000+00:00\"], \"session_ids\": [\"9ec57c99-54b9-4c80-8a76-e8fd62beec13\", \"778411bc-3948-4e2b-bfc9-d9283af8016d\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 2.076}, \"26072\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-12-03 10:52:08.000000+00:00\", \"2022-06-15 11:17:11.000000+00:00\"], \"session_ids\": [\"51eef801-b3bd-4c9d-acc1-33b829452139\", \"1d5bf746-0151-4f3e-8354-f932626bdf4d\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 4.075}, \"21654\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-07 08:53:28.000000+00:00\", \"2019-01-20 06:51:23.000000+00:00\", \"2020-06-15 12:08:11.000000+00:00\", \"2020-06-26 20:45:25.000000+00:00\", \"2022-09-19 20:23:01.000000+00:00\", \"2022-07-11 00:25:05.000000+00:00\", \"2021-11-01 18:40:27.000000+00:00\", \"2020-11-11 13:55:54.000000+00:00\", \"2021-11-28 14:58:28.000000+00:00\", \"2019-03-15 12:12:42.000000+00:00\", \"2021-09-27 14:31:47.000000+00:00\"], \"session_ids\": [\"a6228f6c-616b-491e-be02-50fd8581c805\", \"ea1b4e5e-5031-4179-903c-d0101444df7e\", \"26f46606-31e3-4403-8eae-a1034853dc6a\", \"7b3da579-4232-43d7-aba2-44de54e3b7a9\", \"66c73571-b7d5-419c-aa99-4136c29711dc\", \"ea6fff2e-30ff-423b-ab7f-e56d6e4bfdc4\", \"ae40f7d2-8f3b-4d8a-a806-bb1a655515ed\", \"0386617b-27c8-41fc-8270-ed65850d2b70\", \"6d11b812-b7a0-427c-83f7-a88df5b6ba43\", \"cfd109f7-e62d-4993-8292-b55b9c197619\", \"7abb4f1d-04c7-4c35-86e5-c56007e71147\"], \"total_duration\": 58013.0, \"total_sessions\": 11, \"mean_week_duration\": 302.151}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20011\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-02-06 10:55:04.000000+00:00\", \"2022-07-22 23:45:02.000000+00:00\"], \"session_ids\": [\"27e883f8-2a73-4529-b1d9-a2cf1ecd0fc5\", \"e3f472df-9a19-4153-b29c-72f34812e597\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 16.042}}, {\"28776\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-10-06 00:15:44.000000+00:00\", \"2022-03-21 09:43:02.000000+00:00\"], \"session_ids\": [\"a0da6125-306b-4a7f-8ac1-657ae2f69ea5\", \"b2c552cf-ba7f-41d3-bc6a-8e1b47ab4b70\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 1.417}}, {\"52178\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-05-27 01:24:07.000000+00:00\", \"2021-02-04 00:55:53.000000+00:00\"], \"session_ids\": [\"26575152-d387-40be-a633-bbfa81c8cc8b\", \"8bc1e5b3-d81f-49f8-ab8e-b5c3188ac4ab\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 0.58}}, {\"53534\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-23 10:50:55.000000+00:00\", \"2022-01-12 13:58:32.000000+00:00\"], \"session_ids\": [\"d7c07f68-2462-489a-83f4-93aa4a26b981\", \"acf3d321-6489-4461-ae92-6f342238df3f\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 5.947}}, {\"76839\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-02 05:44:23.000000+00:00\", \"2023-01-18 01:46:24.000000+00:00\"], \"session_ids\": [\"e4ec75ca-4fdb-4f26-9c57-fc2e7c1ab5cd\", \"0c785f2c-0512-4d9e-8e9c-f15e1d0fedd7\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.149}}, {\"55586\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-03-28 19:20:21.000000+00:00\", \"2020-06-13 03:36:17.000000+00:00\"], \"session_ids\": [\"c5673da5-188c-494e-afd6-7081717f624e\", \"74379ce5-9077-4717-ac2f-d992d7925c9a\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 3.202}}, {\"27710\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-06-23 19:05:16.000000+00:00\", \"2021-01-11 16:27:11.000000+00:00\"], \"session_ids\": [\"67498051-47ab-4048-98e0-dc1adcc5d14b\", \"9eb7f924-6921-45c9-a760-e4e2ae6e0155\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 2.303}}, {\"39082\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-03-24 04:06:32.000000+00:00\", \"2020-06-23 20:52:49.000000+00:00\"], \"session_ids\": [\"9ec57c99-54b9-4c80-8a76-e8fd62beec13\", \"778411bc-3948-4e2b-bfc9-d9283af8016d\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 2.076}}, {\"26072\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-12-03 10:52:08.000000+00:00\", \"2022-06-15 11:17:11.000000+00:00\"], \"session_ids\": [\"51eef801-b3bd-4c9d-acc1-33b829452139\", \"1d5bf746-0151-4f3e-8354-f932626bdf4d\"], \"total_duration\": 326.0, \"total_sessions\": 2, \"mean_week_duration\": 4.075}}, {\"21654\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-09-07 08:53:28.000000+00:00\", \"2019-01-20 06:51:23.000000+00:00\", \"2020-06-15 12:08:11.000000+00:00\", \"2020-06-26 20:45:25.000000+00:00\", \"2022-09-19 20:23:01.000000+00:00\", \"2022-07-11 00:25:05.000000+00:00\", \"2021-11-01 18:40:27.000000+00:00\", \"2020-11-11 13:55:54.000000+00:00\", \"2021-11-28 14:58:28.000000+00:00\", \"2019-03-15 12:12:42.000000+00:00\", \"2021-09-27 14:31:47.000000+00:00\"], \"session_ids\": [\"a6228f6c-616b-491e-be02-50fd8581c805\", \"ea1b4e5e-5031-4179-903c-d0101444df7e\", \"26f46606-31e3-4403-8eae-a1034853dc6a\", \"7b3da579-4232-43d7-aba2-44de54e3b7a9\", \"66c73571-b7d5-419c-aa99-4136c29711dc\", \"ea6fff2e-30ff-423b-ab7f-e56d6e4bfdc4\", \"ae40f7d2-8f3b-4d8a-a806-bb1a655515ed\", \"0386617b-27c8-41fc-8270-ed65850d2b70\", \"6d11b812-b7a0-427c-83f7-a88df5b6ba43\", \"cfd109f7-e62d-4993-8292-b55b9c197619\", \"7abb4f1d-04c7-4c35-86e5-c56007e71147\"], \"total_duration\": 58013.0, \"total_sessions\": 11, \"mean_week_duration\": 302.151}}]\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[{\"20011\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-02-06 10:55:04.000000+00:00\", \"2022-07-22 23:45:02.000000+00:00\"], \"session_ids\": [\"27e883f8-2a73-4529-b1d9-a2cf1ecd0fc5\", \"e3f472df-9a19-4153-b29c-72f34812e597\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 16.042}}]\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[{\"20011\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-02-06 10:55:04.000000+00:00\", \"2022-07-22 23:45:02.000000+00:00\"], \"session_ids\": [\"27e883f8-2a73-4529-b1d9-a2cf1ecd0fc5\", \"e3f472df-9a19-4153-b29c-72f34812e597\"], \"total_duration\": 385.0, \"total_sessions\": 2, \"mean_week_duration\": 16.042}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display 3 users pieces of information who have average week duration strictly bigger than 19 as well as perform sorting by time in app per week in 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{\"38474\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-01-22 14:35:23.000000+00:00\", \"2022-09-01 22:57:40.000000+00:00\"], \"session_ids\": [\"a0c1583a-8554-42fd-9c30-38cb4a8aced4\", \"ecbf68a1-937c-418c-9d91-a5530d243eb5\"], \"total_duration\": 486.0, \"total_sessions\": 2, \"mean_week_duration\": 15.188}, \"9853\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2022-10-31 19:32:15.000000+00:00\", \"2021-04-08 02:11:26.000000+00:00\", \"2021-11-20 13:59:02.000000+00:00\", \"2023-04-07 15:10:28.000000+00:00\", \"2023-03-21 05:13:47.000000+00:00\", \"2019-02-23 02:21:44.000000+00:00\", \"2020-06-27 13:57:11.000000+00:00\"], \"session_ids\": [\"aed41e97-50fd-43f3-84df-645ad040e722\", \"5c907027-5a37-43f9-ba07-fa82c95df5ed\", \"6a55ca23-8ca0-40a1-a521-60e3e246e208\", \"02c7af4c-e029-4e6e-992b-becc211a2544\", \"57a084f0-1c5a-47a0-866c-0382a2c0d2c2\", \"5aeb9793-b777-46b2-9d84-3083af867d3c\", \"01188e19-4cc6-45e1-91b7-b939fdc2d959\"], \"total_duration\": 2110.0, \"total_sessions\": 7, \"mean_week_duration\": 9.814}, \"11659\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-04 23:28:06.000000+00:00\", \"2021-01-20 08:14:41.000000+00:00\", \"2023-03-31 10:19:04.000000+00:00\", \"2021-05-31 15:00:11.000000+00:00\"], \"session_ids\": [\"074196b8-4fc2-49f3-b747-ba4fdf242aa2\", \"89bf450b-3294-4b60-b4ca-7ddfa24c931e\", \"c98da132-45ab-4ca1-b1d8-8ceaf23e2b31\", \"e5c5bb78-f836-4ff7-b526-c936d3dd1130\"], \"total_duration\": 2119.0, \"total_sessions\": 4, \"mean_week_duration\": 9.948}, \"42950\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-17 02:57:49.000000+00:00\", \"2019-06-26 09:31:34.000000+00:00\", \"2021-02-07 06:26:04.000000+00:00\"], \"session_ids\": [\"376fcbda-930f-4f7b-8612-10e8a44ad685\", \"ae2208ff-ac2b-492b-8967-ada972859d6f\", \"1c62dfb1-9211-4952-8f8e-79db40225b47\"], \"total_duration\": 77.0, \"total_sessions\": 3, \"mean_week_duration\": 0.906}, \"76667\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-03-08 01:50:38.000000+00:00\", \"2023-06-08 16:28:22.000000+00:00\"], \"session_ids\": [\"6627627c-2b80-4b00-9f28-849320708a71\", \"fa8afefe-c141-4ace-99c4-74b850e5b262\"], \"total_duration\": 456.0, \"total_sessions\": 2, \"mean_week_duration\": 2.682}, \"93516\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-02-08 15:19:35.000000+00:00\", \"2021-09-17 08:15:29.000000+00:00\"], \"session_ids\": [\"f827d983-51f4-47c9-9ba4-3de2ac9c0b74\", \"e5e592b6-6df2-42c6-bf43-1b14d8efa8ee\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 1.027}, \"93555\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 4}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-27 08:52:33.000000+00:00\", \"2021-12-18 19:49:02.000000+00:00\", \"2020-12-31 09:17:20.000000+00:00\", \"2022-01-18 08:49:02.000000+00:00\"], \"session_ids\": [\"d7185e2c-45da-4e26-9918-38c6d6bbcf95\", \"097fbd2f-d1e1-460c-ae58-00cbd2e0d93a\", \"f41a9f15-e7b9-40e2-a885-04e5363150af\", \"ea57fe6b-2617-4c4f-8249-69fb036fc03f\"], \"total_duration\": 49.0, \"total_sessions\": 4, \"mean_week_duration\": 0.891}, \"65981\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-02-17 18:43:07.000000+00:00\", \"2019-04-02 09:50:58.000000+00:00\"], \"session_ids\": [\"d79fb556-d1db-43a0-ab31-3c51e53f63f8\", \"edf99cae-16b0-443f-ac04-ddeda8a08a58\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 0.954}, \"7434\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-12-16 13:08:41.000000+00:00\", \"2019-09-15 18:51:40.000000+00:00\", \"2021-03-29 12:03:09.000000+00:00\"], \"session_ids\": [\"468e378b-d43b-4985-9eb9-ff686386d131\", \"a97ff4d0-5d6f-46ca-a5ae-29b66d04c1da\", \"8cdd8cd2-614a-4a8f-8f59-4e20da793a9d\"], \"total_duration\": 174.0, \"total_sessions\": 3, \"mean_week_duration\": 2.175}, \"78402\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-06-04 14:31:56.000000+00:00\", \"2019-07-14 19:18:24.000000+00:00\"], \"session_ids\": [\"949293a2-50eb-4464-9972-c3d32255f8f8\", \"dd24a2a5-63ad-489d-bc2d-8ea1d9bc2d29\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.335}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 19"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[19, 29]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me users who have time spent on the site bigger than 3913 and smaller than 1200 (not including) also execute sorting by duration of sessions per week descendingly as well as save only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98500\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 6}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-04-23 15:04:39.000000+00:00\", \"2020-09-22 11:30:40.000000+00:00\"], \"session_ids\": [\"6f58a368-fb70-4ef1-b210-e27410d59471\", \"17fb4468-9cfd-40bf-bf22-689ef8a759da\"], \"total_duration\": 468.0, \"total_sessions\": 2, \"mean_week_duration\": 3.467}, \"30603\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-07 18:17:18.000000+00:00\", \"2019-10-30 12:38:11.000000+00:00\", \"2021-04-26 01:13:08.000000+00:00\"], \"session_ids\": [\"c4d426f8-2e95-4547-9cd9-0d6fc97ed50f\", \"b52ab679-dc5b-4a5d-a055-f9611b4dfff5\", \"cb4a2898-0983-486b-9e82-6e1537b4d0d0\"], \"total_duration\": 690.0, \"total_sessions\": 3, \"mean_week_duration\": 4.035}, \"23469\": {\"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\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-01-13 18:00:58.000000+00:00\", \"2022-01-12 11:53:18.000000+00:00\"], \"session_ids\": [\"994f834a-de3b-4f73-b4aa-ca4eea29c8aa\", \"23317b74-4397-41ca-bc66-f95f7279d217\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 5.423}, \"25510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-01-28 19:27:19.000000+00:00\", \"2021-02-09 15:22:42.000000+00:00\", \"2020-07-06 00:46:26.000000+00:00\", \"2020-01-10 20:59:23.000000+00:00\", \"2022-11-19 01:05:50.000000+00:00\", \"2020-11-03 06:38:36.000000+00:00\"], \"session_ids\": [\"6fc08e4a-6299-49ce-a650-f9a84cce3e43\", \"c0f248f3-c108-43f0-983f-ed5b4aef553e\", \"3a45b248-ed46-4990-a4ce-0a2d8a8fdace\", \"dfc25423-5383-454a-9107-590af7d2915b\", \"53d0abae-48e1-4298-b054-a3b094e1a761\", \"5d39a8d4-6de0-46ca-a062-8a481f276d1f\"], \"total_duration\": 639.0, \"total_sessions\": 6, \"mean_week_duration\": 4.289}, \"98271\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-30 21:58:18.000000+00:00\", \"2020-01-16 11:44:28.000000+00:00\"], \"session_ids\": [\"25954f87-e07a-4c47-9bac-0756bc45ba73\", \"3ff8352e-d3fd-4654-8932-53da0f56e9e0\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 2.438}, \"33443\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-16 00:09:49.000000+00:00\", \"2019-01-12 11:34:13.000000+00:00\", \"2020-01-18 00:25:32.000000+00:00\"], \"session_ids\": [\"c2b8065d-5331-4272-8e97-53617aa40870\", \"ce6a98b5-26ff-4668-b123-c2dda6b7868d\", \"c040b9b1-c88c-473c-b7ff-67364c70c5a2\"], \"total_duration\": 864.0, \"total_sessions\": 3, \"mean_week_duration\": 16.302}, \"40666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-27 22:48:45.000000+00:00\", \"2023-01-27 16:11:53.000000+00:00\"], \"session_ids\": [\"45d1488f-553a-4289-a0b7-0357dbb96bc8\", \"844c56bb-af7b-4b8c-9f46-f4e61dd3ffb8\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.701}, \"84804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-23 06:54:39.000000+00:00\", \"2022-06-26 03:09:27.000000+00:00\", \"2021-09-06 14:29:55.000000+00:00\", \"2023-02-24 03:50:30.000000+00:00\", \"2021-07-29 12:33:01.000000+00:00\", \"2021-10-12 21:31:29.000000+00:00\", \"2019-12-05 17:57:45.000000+00:00\"], \"session_ids\": [\"208e5f8e-31e9-4329-bb1e-c06a7c97db14\", \"80b3d549-fe5f-4fae-8498-1c95959e7f4b\", \"22b4b2b1-e5ea-44fe-8b0e-3ffb1f6b5fc7\", \"abef9344-c619-48d1-9530-5db54d90b861\", \"c37c8f87-bd8b-456f-9666-51503ac96564\", \"81db9aa9-19dd-490c-bb1d-43ca244511fb\", \"1ebb9b53-96b2-4fbb-be33-2cd9c84029fb\"], \"total_duration\": 8366.0, \"total_sessions\": 7, \"mean_week_duration\": 43.573}, \"57314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-18 00:29:09.000000+00:00\", \"2022-07-25 12:06:28.000000+00:00\"], \"session_ids\": [\"7c31c731-0737-4873-863e-c028a04986d7\", \"ca1cf880-114b-4d22-95bd-aabd7787bd98\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 397.0}, \"45810\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-05 08:12:42.000000+00:00\", \"2022-11-06 02:31:07.000000+00:00\"], \"session_ids\": [\"7cfd2076-21e3-4e1e-aaff-68f6e278dec2\", \"dbc6abd2-9548-48f6-9e5f-50a380a958b0\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 3.709}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 1200 and are equal or greater than 3913"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1200, 3913]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98500\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 6}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-04-23 15:04:39.000000+00:00\", \"2020-09-22 11:30:40.000000+00:00\"], \"session_ids\": [\"6f58a368-fb70-4ef1-b210-e27410d59471\", \"17fb4468-9cfd-40bf-bf22-689ef8a759da\"], \"total_duration\": 468.0, \"total_sessions\": 2, \"mean_week_duration\": 3.467}, \"30603\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-07 18:17:18.000000+00:00\", \"2019-10-30 12:38:11.000000+00:00\", \"2021-04-26 01:13:08.000000+00:00\"], \"session_ids\": [\"c4d426f8-2e95-4547-9cd9-0d6fc97ed50f\", \"b52ab679-dc5b-4a5d-a055-f9611b4dfff5\", \"cb4a2898-0983-486b-9e82-6e1537b4d0d0\"], \"total_duration\": 690.0, \"total_sessions\": 3, \"mean_week_duration\": 4.035}, \"23469\": {\"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\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-01-13 18:00:58.000000+00:00\", \"2022-01-12 11:53:18.000000+00:00\"], \"session_ids\": [\"994f834a-de3b-4f73-b4aa-ca4eea29c8aa\", \"23317b74-4397-41ca-bc66-f95f7279d217\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 5.423}, \"25510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-01-28 19:27:19.000000+00:00\", \"2021-02-09 15:22:42.000000+00:00\", \"2020-07-06 00:46:26.000000+00:00\", \"2020-01-10 20:59:23.000000+00:00\", \"2022-11-19 01:05:50.000000+00:00\", \"2020-11-03 06:38:36.000000+00:00\"], \"session_ids\": [\"6fc08e4a-6299-49ce-a650-f9a84cce3e43\", \"c0f248f3-c108-43f0-983f-ed5b4aef553e\", \"3a45b248-ed46-4990-a4ce-0a2d8a8fdace\", \"dfc25423-5383-454a-9107-590af7d2915b\", \"53d0abae-48e1-4298-b054-a3b094e1a761\", \"5d39a8d4-6de0-46ca-a062-8a481f276d1f\"], \"total_duration\": 639.0, \"total_sessions\": 6, \"mean_week_duration\": 4.289}, \"98271\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-30 21:58:18.000000+00:00\", \"2020-01-16 11:44:28.000000+00:00\"], \"session_ids\": [\"25954f87-e07a-4c47-9bac-0756bc45ba73\", \"3ff8352e-d3fd-4654-8932-53da0f56e9e0\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 2.438}, \"33443\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-16 00:09:49.000000+00:00\", \"2019-01-12 11:34:13.000000+00:00\", \"2020-01-18 00:25:32.000000+00:00\"], \"session_ids\": [\"c2b8065d-5331-4272-8e97-53617aa40870\", \"ce6a98b5-26ff-4668-b123-c2dda6b7868d\", \"c040b9b1-c88c-473c-b7ff-67364c70c5a2\"], \"total_duration\": 864.0, \"total_sessions\": 3, \"mean_week_duration\": 16.302}, \"40666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-27 22:48:45.000000+00:00\", \"2023-01-27 16:11:53.000000+00:00\"], \"session_ids\": [\"45d1488f-553a-4289-a0b7-0357dbb96bc8\", \"844c56bb-af7b-4b8c-9f46-f4e61dd3ffb8\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.701}, \"57314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-18 00:29:09.000000+00:00\", \"2022-07-25 12:06:28.000000+00:00\"], \"session_ids\": [\"7c31c731-0737-4873-863e-c028a04986d7\", \"ca1cf880-114b-4d22-95bd-aabd7787bd98\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 397.0}, \"45810\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-05 08:12:42.000000+00:00\", \"2022-11-06 02:31:07.000000+00:00\"], \"session_ids\": [\"7cfd2076-21e3-4e1e-aaff-68f6e278dec2\", \"dbc6abd2-9548-48f6-9e5f-50a380a958b0\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 3.709}, \"84804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-23 06:54:39.000000+00:00\", \"2022-06-26 03:09:27.000000+00:00\", \"2021-09-06 14:29:55.000000+00:00\", \"2023-02-24 03:50:30.000000+00:00\", \"2021-07-29 12:33:01.000000+00:00\", \"2021-10-12 21:31:29.000000+00:00\", \"2019-12-05 17:57:45.000000+00:00\"], \"session_ids\": [\"208e5f8e-31e9-4329-bb1e-c06a7c97db14\", \"80b3d549-fe5f-4fae-8498-1c95959e7f4b\", \"22b4b2b1-e5ea-44fe-8b0e-3ffb1f6b5fc7\", \"abef9344-c619-48d1-9530-5db54d90b861\", \"c37c8f87-bd8b-456f-9666-51503ac96564\", \"81db9aa9-19dd-490c-bb1d-43ca244511fb\", \"1ebb9b53-96b2-4fbb-be33-2cd9c84029fb\"], \"total_duration\": 8366.0, \"total_sessions\": 7, \"mean_week_duration\": 43.573}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by 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[{\"57314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-18 00:29:09.000000+00:00\", \"2022-07-25 12:06:28.000000+00:00\"], \"session_ids\": [\"7c31c731-0737-4873-863e-c028a04986d7\", \"ca1cf880-114b-4d22-95bd-aabd7787bd98\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 397.0}}, {\"84804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-23 06:54:39.000000+00:00\", \"2022-06-26 03:09:27.000000+00:00\", \"2021-09-06 14:29:55.000000+00:00\", \"2023-02-24 03:50:30.000000+00:00\", \"2021-07-29 12:33:01.000000+00:00\", \"2021-10-12 21:31:29.000000+00:00\", \"2019-12-05 17:57:45.000000+00:00\"], \"session_ids\": [\"208e5f8e-31e9-4329-bb1e-c06a7c97db14\", \"80b3d549-fe5f-4fae-8498-1c95959e7f4b\", \"22b4b2b1-e5ea-44fe-8b0e-3ffb1f6b5fc7\", \"abef9344-c619-48d1-9530-5db54d90b861\", \"c37c8f87-bd8b-456f-9666-51503ac96564\", \"81db9aa9-19dd-490c-bb1d-43ca244511fb\", \"1ebb9b53-96b2-4fbb-be33-2cd9c84029fb\"], \"total_duration\": 8366.0, \"total_sessions\": 7, \"mean_week_duration\": 43.573}}, {\"33443\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-16 00:09:49.000000+00:00\", \"2019-01-12 11:34:13.000000+00:00\", \"2020-01-18 00:25:32.000000+00:00\"], \"session_ids\": [\"c2b8065d-5331-4272-8e97-53617aa40870\", \"ce6a98b5-26ff-4668-b123-c2dda6b7868d\", \"c040b9b1-c88c-473c-b7ff-67364c70c5a2\"], \"total_duration\": 864.0, \"total_sessions\": 3, \"mean_week_duration\": 16.302}}, {\"23469\": {\"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\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-01-13 18:00:58.000000+00:00\", \"2022-01-12 11:53:18.000000+00:00\"], \"session_ids\": [\"994f834a-de3b-4f73-b4aa-ca4eea29c8aa\", \"23317b74-4397-41ca-bc66-f95f7279d217\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 5.423}}, {\"25510\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Seoul\", \"datetimes\": [\"2022-01-28 19:27:19.000000+00:00\", \"2021-02-09 15:22:42.000000+00:00\", \"2020-07-06 00:46:26.000000+00:00\", \"2020-01-10 20:59:23.000000+00:00\", \"2022-11-19 01:05:50.000000+00:00\", \"2020-11-03 06:38:36.000000+00:00\"], \"session_ids\": [\"6fc08e4a-6299-49ce-a650-f9a84cce3e43\", \"c0f248f3-c108-43f0-983f-ed5b4aef553e\", \"3a45b248-ed46-4990-a4ce-0a2d8a8fdace\", \"dfc25423-5383-454a-9107-590af7d2915b\", \"53d0abae-48e1-4298-b054-a3b094e1a761\", \"5d39a8d4-6de0-46ca-a062-8a481f276d1f\"], \"total_duration\": 639.0, \"total_sessions\": 6, \"mean_week_duration\": 4.289}}, {\"30603\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-02-07 18:17:18.000000+00:00\", \"2019-10-30 12:38:11.000000+00:00\", \"2021-04-26 01:13:08.000000+00:00\"], \"session_ids\": [\"c4d426f8-2e95-4547-9cd9-0d6fc97ed50f\", \"b52ab679-dc5b-4a5d-a055-f9611b4dfff5\", \"cb4a2898-0983-486b-9e82-6e1537b4d0d0\"], \"total_duration\": 690.0, \"total_sessions\": 3, \"mean_week_duration\": 4.035}}, {\"45810\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-05 08:12:42.000000+00:00\", \"2022-11-06 02:31:07.000000+00:00\"], \"session_ids\": [\"7cfd2076-21e3-4e1e-aaff-68f6e278dec2\", \"dbc6abd2-9548-48f6-9e5f-50a380a958b0\"], \"total_duration\": 471.0, \"total_sessions\": 2, \"mean_week_duration\": 3.709}}, {\"98500\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 6}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-04-23 15:04:39.000000+00:00\", \"2020-09-22 11:30:40.000000+00:00\"], \"session_ids\": [\"6f58a368-fb70-4ef1-b210-e27410d59471\", \"17fb4468-9cfd-40bf-bf22-689ef8a759da\"], \"total_duration\": 468.0, \"total_sessions\": 2, \"mean_week_duration\": 3.467}}, {\"98271\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-10-30 21:58:18.000000+00:00\", \"2020-01-16 11:44:28.000000+00:00\"], \"session_ids\": [\"25954f87-e07a-4c47-9bac-0756bc45ba73\", \"3ff8352e-d3fd-4654-8932-53da0f56e9e0\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 2.438}}, {\"40666\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-27 22:48:45.000000+00:00\", \"2023-01-27 16:11:53.000000+00:00\"], \"session_ids\": [\"45d1488f-553a-4289-a0b7-0357dbb96bc8\", \"844c56bb-af7b-4b8c-9f46-f4e61dd3ffb8\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.701}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"57314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-18 00:29:09.000000+00:00\", \"2022-07-25 12:06:28.000000+00:00\"], \"session_ids\": [\"7c31c731-0737-4873-863e-c028a04986d7\", \"ca1cf880-114b-4d22-95bd-aabd7787bd98\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 397.0}}, {\"84804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-23 06:54:39.000000+00:00\", \"2022-06-26 03:09:27.000000+00:00\", \"2021-09-06 14:29:55.000000+00:00\", \"2023-02-24 03:50:30.000000+00:00\", \"2021-07-29 12:33:01.000000+00:00\", \"2021-10-12 21:31:29.000000+00:00\", \"2019-12-05 17:57:45.000000+00:00\"], \"session_ids\": [\"208e5f8e-31e9-4329-bb1e-c06a7c97db14\", \"80b3d549-fe5f-4fae-8498-1c95959e7f4b\", \"22b4b2b1-e5ea-44fe-8b0e-3ffb1f6b5fc7\", \"abef9344-c619-48d1-9530-5db54d90b861\", \"c37c8f87-bd8b-456f-9666-51503ac96564\", \"81db9aa9-19dd-490c-bb1d-43ca244511fb\", \"1ebb9b53-96b2-4fbb-be33-2cd9c84029fb\"], \"total_duration\": 8366.0, \"total_sessions\": 7, \"mean_week_duration\": 43.573}}, {\"33443\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-16 00:09:49.000000+00:00\", \"2019-01-12 11:34:13.000000+00:00\", \"2020-01-18 00:25:32.000000+00:00\"], \"session_ids\": [\"c2b8065d-5331-4272-8e97-53617aa40870\", \"ce6a98b5-26ff-4668-b123-c2dda6b7868d\", \"c040b9b1-c88c-473c-b7ff-67364c70c5a2\"], \"total_duration\": 864.0, \"total_sessions\": 3, \"mean_week_duration\": 16.302}}, {\"23469\": {\"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\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-01-13 18:00:58.000000+00:00\", \"2022-01-12 11:53:18.000000+00:00\"], \"session_ids\": [\"994f834a-de3b-4f73-b4aa-ca4eea29c8aa\", \"23317b74-4397-41ca-bc66-f95f7279d217\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 5.423}}]\n```\n"
}
] |
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