conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"20007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-10-22 04:32:32.000000+00:00\", \"2022-08-24 13:18:51.000000+00:00\", \"2020-06-03 16:10:06.000000+00:00\", \"2020-12-13 10:04:35.000000+00:00\", \"2023-05-20 11:55:23.000000+00:00\", \"2020-02-09 12:15:53.000000+00:00\", \"2022-11-22 05:57:12.000000+00:00\"], \"session_ids\": [\"a0a75d85-7321-48f3-935d-d08d8e00f54e\", \"ff6e57b8-f847-4887-832b-a0e6fe38abb3\", \"636dec84-cc73-4a1c-a205-d9c89d86f11c\", \"cac3db2a-da38-4827-9113-14da5a42ff3e\", \"f665e819-c06b-4c13-8fe0-9384aeeaa8ba\", \"1321438a-63f5-45d5-9281-73d94dc964eb\", \"87465746-cd4c-4c71-8d6e-d44c9fbf055a\"], \"total_duration\": 10302.0, \"total_sessions\": 7, \"mean_week_duration\": 60.246}}, {\"40214\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-13 00:40:02.000000+00:00\", \"2021-08-24 16:08:30.000000+00:00\"], \"session_ids\": [\"0cf4696e-f0ce-4910-b487-e3609f7b01b9\", \"4be970e8-1d3b-414b-a8b5-488a60c8cd43\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 2.182}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display users pieces of information who are users with lowest mean_week_duration in addition put to use sorting by total duration form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"16473\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-04 15:46:17.000000+00:00\", \"2019-12-04 06:25:58.000000+00:00\", \"2023-05-01 08:43:06.000000+00:00\"], \"session_ids\": [\"a5026772-4dc6-4500-b4e5-16949adcadf7\", \"3e8fdd63-5d48-4ebc-97a2-168136fd2e6e\", \"86fe0878-5f1c-48d2-8574-397644f560d2\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.354}, \"15481\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-10-16 00:33:39.000000+00:00\", \"2022-08-05 06:44:07.000000+00:00\", \"2022-07-30 23:22:38.000000+00:00\", \"2022-07-04 06:49:23.000000+00:00\", \"2022-10-05 14:40:12.000000+00:00\", \"2020-03-04 14:32:16.000000+00:00\"], \"session_ids\": [\"410baded-7495-47cc-971e-7515fb7bcdbf\", \"2458e4a6-5fd7-46ae-b191-3a29a7121c75\", \"7dca5f24-9d6f-4ab9-8dfa-34954ea1543c\", \"5404825f-0322-4cdc-83ff-a678617757d8\", \"02e203a6-72ed-48e5-9f91-8dd1309a73a2\", \"5d2f7a30-0b4a-42ca-a59e-dea1e292f479\"], \"total_duration\": 221.0, \"total_sessions\": 6, \"mean_week_duration\": 1.426}, \"10136\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-11-27 20:54:54.000000+00:00\", \"2020-02-18 05:10:54.000000+00:00\", \"2023-04-06 01:27:18.000000+00:00\", \"2023-04-11 11:21:03.000000+00:00\", \"2020-11-05 09:16:18.000000+00:00\"], \"session_ids\": [\"4f690d31-e3b3-407c-949c-276676523f6b\", \"d60b77a0-4e59-464e-83b2-6b1f22d51864\", \"3f1dbeda-ea77-406c-a863-7f39f975122f\", \"711829f0-ba4b-410c-9e00-1b2d62bd13a2\", \"298c68e4-a959-4cb4-8ca6-8bdb454cf1b0\"], \"total_duration\": 135.0, \"total_sessions\": 5, \"mean_week_duration\": 0.823}, \"37513\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-04-29 13:22:42.000000+00:00\", \"2019-07-28 11:15:26.000000+00:00\", \"2021-05-26 20:41:30.000000+00:00\", \"2019-02-22 03:03:48.000000+00:00\"], \"session_ids\": [\"bc0a43df-c4bd-4773-9ca3-5854c2a93da1\", \"fba6f4c0-afae-4ca5-8122-eb607a913589\", \"61aa5dbd-ae74-4452-a52c-00a61fa5f4d3\", \"a559d8d0-63a0-40ab-a4df-6e7e1ac2c2c0\"], \"total_duration\": 376.0, \"total_sessions\": 4, \"mean_week_duration\": 3.186}, \"72615\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-10 21:18:14.000000+00:00\", \"2022-09-08 08:03:57.000000+00:00\", \"2022-06-03 12:14:38.000000+00:00\"], \"session_ids\": [\"6e533124-59cb-43df-9860-4e5a7c278dff\", \"8a93ad31-77e5-412b-8211-da50ac66fab5\", \"dbae3fe1-16d5-4258-a32b-be3646e801bb\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.724}, \"12241\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-01-08 22:21:18.000000+00:00\", \"2019-12-20 10:38:42.000000+00:00\"], \"session_ids\": [\"8b59a420-fbf3-4483-a64d-ce35eb92c72b\", \"51ee90dd-67c6-4b4a-8b50-609850877c74\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.509}, \"86944\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-05-14 01:27:25.000000+00:00\", \"2020-12-08 20:08:18.000000+00:00\", \"2021-08-01 09:59:56.000000+00:00\", \"2021-05-14 13:27:33.000000+00:00\", \"2020-07-20 01:49:16.000000+00:00\"], \"session_ids\": [\"be547a13-ef5e-4bbe-aaf8-3b4b1bd0c807\", \"08f63151-b293-4c3c-bacd-418e40763b5c\", \"0a32aa5b-d371-4afb-af5b-605048f469fd\", \"90df1672-3004-44ee-b33c-5fe3c639e953\", \"43d86f9f-afe4-4c0c-9a2e-f9388ad3ce0e\"], \"total_duration\": 85.0, \"total_sessions\": 5, \"mean_week_duration\": 0.578}, \"50472\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-11-26 03:03:13.000000+00:00\", \"2020-04-27 23:34:11.000000+00:00\"], \"session_ids\": [\"7d3ebaae-210d-43b0-8a61-0ef3f1745ac4\", \"59777ab5-ddae-46df-a6a7-798c8a1fcb60\"], \"total_duration\": 355.0, \"total_sessions\": 2, \"mean_week_duration\": 11.452}, \"8332\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-19 23:44:00.000000+00:00\", \"2020-12-25 07:24:29.000000+00:00\", \"2022-07-24 13:03:05.000000+00:00\", \"2019-04-05 22:08:38.000000+00:00\", \"2021-05-29 14:05:48.000000+00:00\", \"2020-06-09 10:48:04.000000+00:00\", \"2019-10-01 06:28:31.000000+00:00\", \"2023-05-30 16:18:27.000000+00:00\"], \"session_ids\": [\"de5ba949-b559-43e5-b4ad-d212244d633a\", \"6a045d69-6145-4d79-9361-550b53b76d48\", \"81520cf8-4ddc-40bd-a661-dd5c894be056\", \"d3158dd8-87e3-4496-8d0e-59106a3e24f5\", \"994bb9cc-a7f5-4406-a2ce-35c2d78c3e67\", \"4a735bac-a40a-41f2-8af2-9fd91ff757e0\", \"3043db71-2ba6-4907-9f24-8539b3e79017\", \"fbc5e1bf-43e4-4f8a-8006-e2855818dcd6\"], \"total_duration\": 13777.0, \"total_sessions\": 8, \"mean_week_duration\": 63.488}, \"94599\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-14 11:43:41.000000+00:00\", \"2019-10-02 17:23:18.000000+00:00\"], \"session_ids\": [\"958e97b9-338b-4fe8-9c76-3db17b349410\", \"4347ddd3-63f9-4a53-9a04-b034f6436974\"], \"total_duration\": 355.0, \"total_sessions\": 2, \"mean_week_duration\": 3.622}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest mean_week_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"mean_week_duration\", \"top\": false, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"16473\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-04 15:46:17.000000+00:00\", \"2019-12-04 06:25:58.000000+00:00\", \"2023-05-01 08:43:06.000000+00:00\"], \"session_ids\": [\"a5026772-4dc6-4500-b4e5-16949adcadf7\", \"3e8fdd63-5d48-4ebc-97a2-168136fd2e6e\", \"86fe0878-5f1c-48d2-8574-397644f560d2\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.354}}, {\"12241\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-01-08 22:21:18.000000+00:00\", \"2019-12-20 10:38:42.000000+00:00\"], \"session_ids\": [\"8b59a420-fbf3-4483-a64d-ce35eb92c72b\", \"51ee90dd-67c6-4b4a-8b50-609850877c74\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.509}}, {\"86944\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-05-14 01:27:25.000000+00:00\", \"2020-12-08 20:08:18.000000+00:00\", \"2021-08-01 09:59:56.000000+00:00\", \"2021-05-14 13:27:33.000000+00:00\", \"2020-07-20 01:49:16.000000+00:00\"], \"session_ids\": [\"be547a13-ef5e-4bbe-aaf8-3b4b1bd0c807\", \"08f63151-b293-4c3c-bacd-418e40763b5c\", \"0a32aa5b-d371-4afb-af5b-605048f469fd\", \"90df1672-3004-44ee-b33c-5fe3c639e953\", \"43d86f9f-afe4-4c0c-9a2e-f9388ad3ce0e\"], \"total_duration\": 85.0, \"total_sessions\": 5, \"mean_week_duration\": 0.578}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"86944\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-05-14 01:27:25.000000+00:00\", \"2020-12-08 20:08:18.000000+00:00\", \"2021-08-01 09:59:56.000000+00:00\", \"2021-05-14 13:27:33.000000+00:00\", \"2020-07-20 01:49:16.000000+00:00\"], \"session_ids\": [\"be547a13-ef5e-4bbe-aaf8-3b4b1bd0c807\", \"08f63151-b293-4c3c-bacd-418e40763b5c\", \"0a32aa5b-d371-4afb-af5b-605048f469fd\", \"90df1672-3004-44ee-b33c-5fe3c639e953\", \"43d86f9f-afe4-4c0c-9a2e-f9388ad3ce0e\"], \"total_duration\": 85.0, \"total_sessions\": 5, \"mean_week_duration\": 0.578}}, {\"16473\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-04 15:46:17.000000+00:00\", \"2019-12-04 06:25:58.000000+00:00\", \"2023-05-01 08:43:06.000000+00:00\"], \"session_ids\": [\"a5026772-4dc6-4500-b4e5-16949adcadf7\", \"3e8fdd63-5d48-4ebc-97a2-168136fd2e6e\", \"86fe0878-5f1c-48d2-8574-397644f560d2\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.354}}, {\"12241\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-01-08 22:21:18.000000+00:00\", \"2019-12-20 10:38:42.000000+00:00\"], \"session_ids\": [\"8b59a420-fbf3-4483-a64d-ce35eb92c72b\", \"51ee90dd-67c6-4b4a-8b50-609850877c74\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.509}}]\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[{\"86944\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-05-14 01:27:25.000000+00:00\", \"2020-12-08 20:08:18.000000+00:00\", \"2021-08-01 09:59:56.000000+00:00\", \"2021-05-14 13:27:33.000000+00:00\", \"2020-07-20 01:49:16.000000+00:00\"], \"session_ids\": [\"be547a13-ef5e-4bbe-aaf8-3b4b1bd0c807\", \"08f63151-b293-4c3c-bacd-418e40763b5c\", \"0a32aa5b-d371-4afb-af5b-605048f469fd\", \"90df1672-3004-44ee-b33c-5fe3c639e953\", \"43d86f9f-afe4-4c0c-9a2e-f9388ad3ce0e\"], \"total_duration\": 85.0, \"total_sessions\": 5, \"mean_week_duration\": 0.578}}, {\"16473\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-04-04 15:46:17.000000+00:00\", \"2019-12-04 06:25:58.000000+00:00\", \"2023-05-01 08:43:06.000000+00:00\"], \"session_ids\": [\"a5026772-4dc6-4500-b4e5-16949adcadf7\", \"3e8fdd63-5d48-4ebc-97a2-168136fd2e6e\", \"86fe0878-5f1c-48d2-8574-397644f560d2\"], \"total_duration\": 63.0, \"total_sessions\": 3, \"mean_week_duration\": 0.354}}, {\"12241\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-01-08 22:21:18.000000+00:00\", \"2019-12-20 10:38:42.000000+00:00\"], \"session_ids\": [\"8b59a420-fbf3-4483-a64d-ce35eb92c72b\", \"51ee90dd-67c6-4b4a-8b50-609850877c74\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 0.509}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 4 users whose overall total sessions is exactly 4 in addition implement sorting by city title in asc + remain only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"24091\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-02-25 16:01:48.000000+00:00\", \"2020-10-22 00:47:24.000000+00:00\"], \"session_ids\": [\"f4daa0ac-f1f6-4a10-b238-0e393d36fb3f\", \"039e02b8-1315-4f17-ab79-76fc7b6a7d40\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 3.493}, \"5618\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-01-27 19:19:32.000000+00:00\", \"2020-11-16 03:18:07.000000+00:00\", \"2019-10-18 06:49:40.000000+00:00\"], \"session_ids\": [\"ffcfa99f-be52-4b20-91c1-4ceaccb866d8\", \"519eb3d7-ef12-467c-a5c4-740fba201405\", \"b99d4420-0ca9-4a2f-8414-0d45a5e0c046\"], \"total_duration\": 141.0, \"total_sessions\": 3, \"mean_week_duration\": 2.474}, \"71885\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2023-05-22 20:03:16.000000+00:00\", \"2021-03-13 20:30:48.000000+00:00\", \"2020-12-30 01:45:58.000000+00:00\", \"2021-08-31 14:13:44.000000+00:00\", \"2019-06-07 05:34:09.000000+00:00\", \"2022-01-27 15:14:19.000000+00:00\", \"2022-11-30 11:06:21.000000+00:00\", \"2019-09-26 02:30:52.000000+00:00\", \"2021-08-15 13:13:28.000000+00:00\"], \"session_ids\": [\"4622d480-47f5-42eb-a40c-163d3a86efc5\", \"1144e28b-51d0-4a66-ab00-c11e8a3e9be6\", \"81b91eaa-b404-4e68-98ff-6a3d412f2268\", \"30f030ce-c02e-42ec-b992-60c8781f412c\", \"bcdb5c74-b4de-449f-8531-56d1bd2272c9\", \"c1944ad6-38cf-445c-9500-aec2a4840a0a\", \"44deae4d-b184-4cc1-8c9d-ea942e860296\", \"c53d7358-8f2f-4a8c-9973-2b8ff9759923\", \"acece172-8803-4bfe-bb29-db8d1d442d18\"], \"total_duration\": 4537.0, \"total_sessions\": 9, \"mean_week_duration\": 21.918}, \"7164\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-01 16:21:46.000000+00:00\", \"2019-12-16 18:36:55.000000+00:00\", \"2023-04-13 15:00:18.000000+00:00\"], \"session_ids\": [\"6f6758ff-b02c-4bb5-8404-e7ccebbfbefa\", \"6bf083d3-25e1-4e2a-a07b-1d2777e1ef50\", \"df278de5-a7c5-4cde-88ce-6ed89b331d4b\"], \"total_duration\": 307.0, \"total_sessions\": 3, \"mean_week_duration\": 1.764}, \"11394\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-07-29 13:23:13.000000+00:00\", \"2022-02-28 18:05:14.000000+00:00\", \"2021-06-30 11:49:03.000000+00:00\"], \"session_ids\": [\"2eccafa0-c926-43a8-a4e3-a9a7b79bb926\", \"a6fed0d3-b87a-4658-acce-4a722b498982\", \"349192df-e2b7-484a-9d79-25b50b1e1da9\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 2.257}, \"80442\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-27 09:38:32.000000+00:00\", \"2019-09-21 01:45:27.000000+00:00\", \"2019-09-02 09:44:08.000000+00:00\", \"2021-08-17 11:23:08.000000+00:00\"], \"session_ids\": [\"8609f082-44d3-4c84-86bc-f4b0a3a730ee\", \"cd5a2bef-80cd-4623-b916-92ef8be63d8f\", \"119a242a-1a53-4e10-acdb-565f910cf48c\", \"d44a9746-a15a-4513-b2c1-936abd8f4999\"], \"total_duration\": 49.0, \"total_sessions\": 4, \"mean_week_duration\": 0.419}, \"79260\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-02-07 01:29:11.000000+00:00\", \"2021-08-23 06:43:24.000000+00:00\"], \"session_ids\": [\"59a0dd4c-0844-4fbb-9113-41e02b8c2b23\", \"fcb69582-f6b8-4134-afaa-ceb4d64c7a16\"], \"total_duration\": 108.0, \"total_sessions\": 2, \"mean_week_duration\": 4.5}, \"53202\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-06-23 10:37:36.000000+00:00\", \"2021-12-08 07:03:45.000000+00:00\", \"2021-11-26 17:28:58.000000+00:00\"], \"session_ids\": [\"091e92fc-05a9-432c-b3d3-272a37d0a148\", \"0a8fb022-8c4a-40cb-b845-0b71a8c166b3\", \"9c09a4eb-1f66-4248-af60-d90572a8b7b3\"], \"total_duration\": 603.0, \"total_sessions\": 3, \"mean_week_duration\": 7.934}, \"61249\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-22 00:51:42.000000+00:00\", \"2022-09-08 02:03:21.000000+00:00\", \"2023-06-22 05:05:51.000000+00:00\", \"2022-12-08 09:55:25.000000+00:00\", \"2022-04-24 22:58:44.000000+00:00\", \"2022-09-23 12:43:31.000000+00:00\"], \"session_ids\": [\"0b1a6e81-475c-4ed3-95a6-fc7a50bdc9b5\", \"5bcd529d-65ee-4ccc-adf5-6362c0809914\", \"103164f4-c979-42e5-98a7-aeadfae36329\", \"f2487ddf-6248-4a23-a30b-184b47e02878\", \"eab3e371-86ad-451b-aa26-0f8344134465\", \"f29dfba4-aa57-431a-bd8d-719827ffa6ed\"], \"total_duration\": 6702.0, \"total_sessions\": 6, \"mean_week_duration\": 42.688}, \"79004\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-03 22:59:19.000000+00:00\", \"2021-02-22 11:30:40.000000+00:00\"], \"session_ids\": [\"8ae2abf3-5ec8-482d-996a-7bf80d85ced4\", \"318833cc-9341-4e6d-aa58-a86a85357b6d\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 0.625}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[4, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80442\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-27 09:38:32.000000+00:00\", \"2019-09-21 01:45:27.000000+00:00\", \"2019-09-02 09:44:08.000000+00:00\", \"2021-08-17 11:23:08.000000+00:00\"], \"session_ids\": [\"8609f082-44d3-4c84-86bc-f4b0a3a730ee\", \"cd5a2bef-80cd-4623-b916-92ef8be63d8f\", \"119a242a-1a53-4e10-acdb-565f910cf48c\", \"d44a9746-a15a-4513-b2c1-936abd8f4999\"], \"total_duration\": 49.0, \"total_sessions\": 4, \"mean_week_duration\": 0.419}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80442\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-27 09:38:32.000000+00:00\", \"2019-09-21 01:45:27.000000+00:00\", \"2019-09-02 09:44:08.000000+00:00\", \"2021-08-17 11:23:08.000000+00:00\"], \"session_ids\": [\"8609f082-44d3-4c84-86bc-f4b0a3a730ee\", \"cd5a2bef-80cd-4623-b916-92ef8be63d8f\", \"119a242a-1a53-4e10-acdb-565f910cf48c\", \"d44a9746-a15a-4513-b2c1-936abd8f4999\"], \"total_duration\": 49.0, \"total_sessions\": 4, \"mean_week_duration\": 0.419}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80442\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-27 09:38:32.000000+00:00\", \"2019-09-21 01:45:27.000000+00:00\", \"2019-09-02 09:44:08.000000+00:00\", \"2021-08-17 11:23:08.000000+00:00\"], \"session_ids\": [\"8609f082-44d3-4c84-86bc-f4b0a3a730ee\", \"cd5a2bef-80cd-4623-b916-92ef8be63d8f\", \"119a242a-1a53-4e10-acdb-565f910cf48c\", \"d44a9746-a15a-4513-b2c1-936abd8f4999\"], \"total_duration\": 49.0, \"total_sessions\": 4, \"mean_week_duration\": 0.419}}]\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[{\"80442\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-11-27 09:38:32.000000+00:00\", \"2019-09-21 01:45:27.000000+00:00\", \"2019-09-02 09:44:08.000000+00:00\", \"2021-08-17 11:23:08.000000+00:00\"], \"session_ids\": [\"8609f082-44d3-4c84-86bc-f4b0a3a730ee\", \"cd5a2bef-80cd-4623-b916-92ef8be63d8f\", \"119a242a-1a53-4e10-acdb-565f910cf48c\", \"d44a9746-a15a-4513-b2c1-936abd8f4999\"], \"total_duration\": 49.0, \"total_sessions\": 4, \"mean_week_duration\": 0.419}}]\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 has site usage time per week bigger than 4 as well as execute sorting by overall sessions count ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"23800\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-10-26 17:13:08.000000+00:00\", \"2021-07-10 19:38:41.000000+00:00\", \"2022-04-23 20:56:52.000000+00:00\", \"2021-01-07 23:46:47.000000+00:00\", \"2020-01-19 09:46:04.000000+00:00\", \"2020-02-04 11:15:02.000000+00:00\", \"2023-03-29 03:47:31.000000+00:00\"], \"session_ids\": [\"fe498efe-08d9-4be0-a7b8-559024700f15\", \"d94d9052-cd84-40cc-997c-82c721d39ffd\", \"1f1e9b6c-057e-46c4-badd-a4b56de9f079\", \"339c2775-a133-460b-b69b-07ea46774585\", \"57587c53-46e8-479e-83aa-4e0e56a47126\", \"b6dd8564-ec62-4e29-adc0-1c2978b9dcf5\", \"e860cd10-e9df-4360-ba40-b7689640181d\"], \"total_duration\": 3702.0, \"total_sessions\": 7, \"mean_week_duration\": 22.168}, \"38827\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-05-02 04:31:26.000000+00:00\", \"2021-10-04 06:34:50.000000+00:00\"], \"session_ids\": [\"6a348a2c-9d40-462e-b802-74f05d0e5893\", \"cbf8be88-811f-49c9-82b1-994a5f9fd96e\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.707}, \"77486\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-09-01 23:08:16.000000+00:00\", \"2023-06-04 10:17:32.000000+00:00\"], \"session_ids\": [\"73d618b5-f62d-4963-9314-80ab790ad63b\", \"d174ae4d-328a-44e7-bf16-6073d953332c\"], \"total_duration\": 207.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}, \"4281\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-07-23 06:23:25.000000+00:00\", \"2022-06-03 18:09:52.000000+00:00\"], \"session_ids\": [\"597133e4-c183-4f76-8301-beac747bd993\", \"303c44ad-3364-4b60-a7df-38802ec24209\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 0.753}, \"77275\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-03-12 16:57:28.000000+00:00\", \"2019-07-31 09:12:27.000000+00:00\"], \"session_ids\": [\"9443542b-762c-42cc-a8f7-030275faf70b\", \"8ac412f8-814a-4605-929e-20732d0c2128\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.182}, \"83525\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-08-14 06:28:07.000000+00:00\", \"2022-08-28 11:03:56.000000+00:00\"], \"session_ids\": [\"98e86d0e-c0b9-4ffd-958d-e36b59965147\", \"2a3dc623-7933-42db-9cf5-39ed8704e1bb\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 0.226}, \"11776\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-01-05 12:08:29.000000+00:00\", \"2019-02-16 16:23:07.000000+00:00\"], \"session_ids\": [\"0bdff988-e8fb-44b7-82b3-a613dcd93055\", \"0359f4ff-f3a9-4af5-bf28-d7764d1f7a8c\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.113}, \"11594\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-01 13:07:59.000000+00:00\", \"2020-06-04 17:19:57.000000+00:00\"], \"session_ids\": [\"b43fff3b-a96d-41f4-8561-8abe02fac197\", \"30d3e1e0-1b74-4fa8-b0a8-69aeb4d093a6\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.038}, \"87127\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-12-21 16:24:58.000000+00:00\", \"2021-11-03 14:27:28.000000+00:00\"], \"session_ids\": [\"ec5c57dc-6795-4da0-a839-468ee9400a18\", \"e45ca8d8-02d5-4328-8f92-e741f7c749d8\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 2.816}, \"17723\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-28 13:44:15.000000+00:00\", \"2022-02-05 19:15:16.000000+00:00\"], \"session_ids\": [\"780dd9c9-bb6b-49a6-b5cf-c56c29ae305a\", \"6eb6bfec-d643-4ea3-9f86-dfe2a5152fd8\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 105.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or greater than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[4, 41]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"23800\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-10-26 17:13:08.000000+00:00\", \"2021-07-10 19:38:41.000000+00:00\", \"2022-04-23 20:56:52.000000+00:00\", \"2021-01-07 23:46:47.000000+00:00\", \"2020-01-19 09:46:04.000000+00:00\", \"2020-02-04 11:15:02.000000+00:00\", \"2023-03-29 03:47:31.000000+00:00\"], \"session_ids\": [\"fe498efe-08d9-4be0-a7b8-559024700f15\", \"d94d9052-cd84-40cc-997c-82c721d39ffd\", \"1f1e9b6c-057e-46c4-badd-a4b56de9f079\", \"339c2775-a133-460b-b69b-07ea46774585\", \"57587c53-46e8-479e-83aa-4e0e56a47126\", \"b6dd8564-ec62-4e29-adc0-1c2978b9dcf5\", \"e860cd10-e9df-4360-ba40-b7689640181d\"], \"total_duration\": 3702.0, \"total_sessions\": 7, \"mean_week_duration\": 22.168}, \"17723\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-28 13:44:15.000000+00:00\", \"2022-02-05 19:15:16.000000+00:00\"], \"session_ids\": [\"780dd9c9-bb6b-49a6-b5cf-c56c29ae305a\", \"6eb6bfec-d643-4ea3-9f86-dfe2a5152fd8\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 105.0}}\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[{\"17723\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-28 13:44:15.000000+00:00\", \"2022-02-05 19:15:16.000000+00:00\"], \"session_ids\": [\"780dd9c9-bb6b-49a6-b5cf-c56c29ae305a\", \"6eb6bfec-d643-4ea3-9f86-dfe2a5152fd8\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 105.0}}, {\"23800\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-10-26 17:13:08.000000+00:00\", \"2021-07-10 19:38:41.000000+00:00\", \"2022-04-23 20:56:52.000000+00:00\", \"2021-01-07 23:46:47.000000+00:00\", \"2020-01-19 09:46:04.000000+00:00\", \"2020-02-04 11:15:02.000000+00:00\", \"2023-03-29 03:47:31.000000+00:00\"], \"session_ids\": [\"fe498efe-08d9-4be0-a7b8-559024700f15\", \"d94d9052-cd84-40cc-997c-82c721d39ffd\", \"1f1e9b6c-057e-46c4-badd-a4b56de9f079\", \"339c2775-a133-460b-b69b-07ea46774585\", \"57587c53-46e8-479e-83aa-4e0e56a47126\", \"b6dd8564-ec62-4e29-adc0-1c2978b9dcf5\", \"e860cd10-e9df-4360-ba40-b7689640181d\"], \"total_duration\": 3702.0, \"total_sessions\": 7, \"mean_week_duration\": 22.168}}]\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[{\"17723\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-28 13:44:15.000000+00:00\", \"2022-02-05 19:15:16.000000+00:00\"], \"session_ids\": [\"780dd9c9-bb6b-49a6-b5cf-c56c29ae305a\", \"6eb6bfec-d643-4ea3-9f86-dfe2a5152fd8\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 105.0}}]\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[{\"17723\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-28 13:44:15.000000+00:00\", \"2022-02-05 19:15:16.000000+00:00\"], \"session_ids\": [\"780dd9c9-bb6b-49a6-b5cf-c56c29ae305a\", \"6eb6bfec-d643-4ea3-9f86-dfe2a5152fd8\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 105.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about 7 users whose mean week duration exceed 6, exclusively 6 + execute sorting by duration of sessions per week desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"32391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-21 20:23:15.000000+00:00\", \"2021-02-03 02:57:57.000000+00:00\", \"2020-03-01 19:16:05.000000+00:00\", \"2021-11-06 05:01:31.000000+00:00\", \"2021-04-12 18:29:49.000000+00:00\", \"2019-05-03 07:07:22.000000+00:00\", \"2021-05-29 05:41:25.000000+00:00\", \"2019-10-21 01:03:05.000000+00:00\", \"2019-06-30 12:19:59.000000+00:00\", \"2022-10-12 22:31:46.000000+00:00\", \"2020-09-14 23:14:22.000000+00:00\"], \"session_ids\": [\"ea6ef2f5-74b7-4cf6-b16c-90cc4d5a4e21\", \"58759024-5b0b-4c3d-8054-ec600e0ef533\", \"800cd33f-274f-4139-ae74-288511289409\", \"bb93c4cb-cd86-444c-b90a-b0329ecb4136\", \"759e334c-43be-4ecb-8305-25fe44331868\", \"a322e58b-f3fe-4534-878d-70b4effaf043\", \"0131ac9c-cde4-4f96-82ab-b103257ac7c6\", \"88c2fad7-f9b3-4737-b9ed-ce74e74c0cd3\", \"7f9a46f9-6281-4126-845e-6b78f5295a74\", \"3aaebf8e-ad83-4e1b-881d-54ed522afb03\", \"56a0fdd3-6de9-48b5-b644-a7c86e568ce2\"], \"total_duration\": 3012.0, \"total_sessions\": 11, \"mean_week_duration\": 16.733}, \"64818\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 8, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-06 13:01:14.000000+00:00\", \"2020-01-12 08:59:12.000000+00:00\"], \"session_ids\": [\"44008da2-7de1-40c6-8e02-702280b0fc10\", \"c0a450d0-63c9-4edb-8137-be0152989152\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"48672\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-21 16:18:07.000000+00:00\", \"2020-08-06 14:46:16.000000+00:00\"], \"session_ids\": [\"8c0b146d-7c1c-48fb-bde9-b9d295c86469\", \"c0e85170-9818-441e-be77-12d2755c9635\"], \"total_duration\": 171.0, \"total_sessions\": 2, \"mean_week_duration\": 3.109}, \"81389\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-23 11:11:04.000000+00:00\", \"2021-05-24 02:11:27.000000+00:00\", \"2021-11-26 22:04:27.000000+00:00\", \"2019-05-07 23:27:38.000000+00:00\", \"2019-03-30 19:20:31.000000+00:00\", \"2020-04-08 04:05:24.000000+00:00\", \"2021-08-05 06:49:01.000000+00:00\"], \"session_ids\": [\"91710e2f-4426-402f-9401-9110522492b3\", \"d94586bf-75f4-4da0-a6fd-6d7f8843f0f4\", \"25f151bd-08aa-4cf4-8ecc-338332493fc5\", \"3ab9834e-c2b3-40b1-840f-52dbc77b12c5\", \"d36cad61-faa4-4194-bf39-82cd2464287c\", \"bf883e18-bcaa-4298-b510-d2efdd9e3e6a\", \"09c9f6e1-6de5-4cb2-be2e-35c125ba37a6\"], \"total_duration\": 226.0, \"total_sessions\": 7, \"mean_week_duration\": 1.626}, \"20018\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-10-23 15:01:15.000000+00:00\", \"2020-08-15 00:19:46.000000+00:00\", \"2020-04-27 14:57:34.000000+00:00\", \"2019-09-28 09:12:57.000000+00:00\", \"2023-04-27 04:38:01.000000+00:00\", \"2022-01-07 01:49:40.000000+00:00\", \"2020-10-13 01:44:51.000000+00:00\"], \"session_ids\": [\"0ea2de2a-2c81-4ef1-89e2-b74a890f7281\", \"4f7a70e8-ce9a-421a-bf75-da037934c33b\", \"3bad2d9e-0e4d-4c09-8bc1-fbec51b59033\", \"d1ca04f9-67df-430c-9619-ad165412b4c9\", \"f219146d-87ee-48c3-ab7a-aa188e8b4ffb\", \"117a7068-2f9e-49a8-a340-4c80782852f6\", \"a90b9439-f9da-4eb0-a19a-3295e213adfa\"], \"total_duration\": 638.0, \"total_sessions\": 7, \"mean_week_duration\": 3.412}, \"78969\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-04-23 15:43:25.000000+00:00\", \"2020-09-12 14:45:38.000000+00:00\", \"2021-05-30 05:16:48.000000+00:00\", \"2022-12-29 08:19:31.000000+00:00\", \"2021-02-24 01:41:32.000000+00:00\"], \"session_ids\": [\"64f5a7b0-fc2a-4c3d-877c-eefc77b4a8f4\", \"8fce8b3e-8e5a-4345-b9d8-2b694fa4be40\", \"016ab0b8-3b5b-4bbd-bcae-0bdee88dc12b\", \"fd3e3586-fd32-461f-831b-e2ab0e33c4fb\", \"024f4e12-7093-4bec-a11f-9bfc3a92e7bd\"], \"total_duration\": 467.0, \"total_sessions\": 5, \"mean_week_duration\": 3.336}, \"33902\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-10-26 04:06:11.000000+00:00\", \"2021-08-30 19:30:38.000000+00:00\"], \"session_ids\": [\"02aba40b-6ca2-414d-8414-035f6eb1ac52\", \"3e3227d0-dd7b-426b-9aa7-42086fd48603\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 3.125}, \"69354\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-05-03 02:31:41.000000+00:00\", \"2021-09-23 15:01:42.000000+00:00\"], \"session_ids\": [\"8784e7e8-1c3e-4cea-a450-903f2286815e\", \"207aa0d9-fc1e-4b18-bbf0-372fbff5df59\"], \"total_duration\": 93.0, \"total_sessions\": 2, \"mean_week_duration\": 1.274}, \"6179\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-05 15:22:27.000000+00:00\", \"2020-04-29 20:30:31.000000+00:00\", \"2020-04-23 23:48:22.000000+00:00\"], \"session_ids\": [\"e3b1f8dc-35ec-470b-b7f4-70ac2d04e2fb\", \"9edcd557-a029-4013-aa64-ed9a22d8844c\", \"2593212d-683e-4760-a4ec-2f025c508e3f\"], \"total_duration\": 415.0, \"total_sessions\": 3, \"mean_week_duration\": 8.83}, \"62621\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-07-14 08:03:23.000000+00:00\", \"2020-12-18 02:46:52.000000+00:00\"], \"session_ids\": [\"b4aa4036-8fc2-4a64-a06e-ea0e3117ee6a\", \"1032ed16-6d3a-4976-ab16-f8bd1347d104\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 11.567}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[6, 49]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"32391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-21 20:23:15.000000+00:00\", \"2021-02-03 02:57:57.000000+00:00\", \"2020-03-01 19:16:05.000000+00:00\", \"2021-11-06 05:01:31.000000+00:00\", \"2021-04-12 18:29:49.000000+00:00\", \"2019-05-03 07:07:22.000000+00:00\", \"2021-05-29 05:41:25.000000+00:00\", \"2019-10-21 01:03:05.000000+00:00\", \"2019-06-30 12:19:59.000000+00:00\", \"2022-10-12 22:31:46.000000+00:00\", \"2020-09-14 23:14:22.000000+00:00\"], \"session_ids\": [\"ea6ef2f5-74b7-4cf6-b16c-90cc4d5a4e21\", \"58759024-5b0b-4c3d-8054-ec600e0ef533\", \"800cd33f-274f-4139-ae74-288511289409\", \"bb93c4cb-cd86-444c-b90a-b0329ecb4136\", \"759e334c-43be-4ecb-8305-25fe44331868\", \"a322e58b-f3fe-4534-878d-70b4effaf043\", \"0131ac9c-cde4-4f96-82ab-b103257ac7c6\", \"88c2fad7-f9b3-4737-b9ed-ce74e74c0cd3\", \"7f9a46f9-6281-4126-845e-6b78f5295a74\", \"3aaebf8e-ad83-4e1b-881d-54ed522afb03\", \"56a0fdd3-6de9-48b5-b644-a7c86e568ce2\"], \"total_duration\": 3012.0, \"total_sessions\": 11, \"mean_week_duration\": 16.733}, \"64818\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 8, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-06 13:01:14.000000+00:00\", \"2020-01-12 08:59:12.000000+00:00\"], \"session_ids\": [\"44008da2-7de1-40c6-8e02-702280b0fc10\", \"c0a450d0-63c9-4edb-8137-be0152989152\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"6179\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-05 15:22:27.000000+00:00\", \"2020-04-29 20:30:31.000000+00:00\", \"2020-04-23 23:48:22.000000+00:00\"], \"session_ids\": [\"e3b1f8dc-35ec-470b-b7f4-70ac2d04e2fb\", \"9edcd557-a029-4013-aa64-ed9a22d8844c\", \"2593212d-683e-4760-a4ec-2f025c508e3f\"], \"total_duration\": 415.0, \"total_sessions\": 3, \"mean_week_duration\": 8.83}, \"62621\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-07-14 08:03:23.000000+00:00\", \"2020-12-18 02:46:52.000000+00:00\"], \"session_ids\": [\"b4aa4036-8fc2-4a64-a06e-ea0e3117ee6a\", \"1032ed16-6d3a-4976-ab16-f8bd1347d104\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 11.567}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"32391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-21 20:23:15.000000+00:00\", \"2021-02-03 02:57:57.000000+00:00\", \"2020-03-01 19:16:05.000000+00:00\", \"2021-11-06 05:01:31.000000+00:00\", \"2021-04-12 18:29:49.000000+00:00\", \"2019-05-03 07:07:22.000000+00:00\", \"2021-05-29 05:41:25.000000+00:00\", \"2019-10-21 01:03:05.000000+00:00\", \"2019-06-30 12:19:59.000000+00:00\", \"2022-10-12 22:31:46.000000+00:00\", \"2020-09-14 23:14:22.000000+00:00\"], \"session_ids\": [\"ea6ef2f5-74b7-4cf6-b16c-90cc4d5a4e21\", \"58759024-5b0b-4c3d-8054-ec600e0ef533\", \"800cd33f-274f-4139-ae74-288511289409\", \"bb93c4cb-cd86-444c-b90a-b0329ecb4136\", \"759e334c-43be-4ecb-8305-25fe44331868\", \"a322e58b-f3fe-4534-878d-70b4effaf043\", \"0131ac9c-cde4-4f96-82ab-b103257ac7c6\", \"88c2fad7-f9b3-4737-b9ed-ce74e74c0cd3\", \"7f9a46f9-6281-4126-845e-6b78f5295a74\", \"3aaebf8e-ad83-4e1b-881d-54ed522afb03\", \"56a0fdd3-6de9-48b5-b644-a7c86e568ce2\"], \"total_duration\": 3012.0, \"total_sessions\": 11, \"mean_week_duration\": 16.733}}, {\"62621\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-07-14 08:03:23.000000+00:00\", \"2020-12-18 02:46:52.000000+00:00\"], \"session_ids\": [\"b4aa4036-8fc2-4a64-a06e-ea0e3117ee6a\", \"1032ed16-6d3a-4976-ab16-f8bd1347d104\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 11.567}}, {\"6179\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-05 15:22:27.000000+00:00\", \"2020-04-29 20:30:31.000000+00:00\", \"2020-04-23 23:48:22.000000+00:00\"], \"session_ids\": [\"e3b1f8dc-35ec-470b-b7f4-70ac2d04e2fb\", \"9edcd557-a029-4013-aa64-ed9a22d8844c\", \"2593212d-683e-4760-a4ec-2f025c508e3f\"], \"total_duration\": 415.0, \"total_sessions\": 3, \"mean_week_duration\": 8.83}}, {\"64818\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 8, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-06 13:01:14.000000+00:00\", \"2020-01-12 08:59:12.000000+00:00\"], \"session_ids\": [\"44008da2-7de1-40c6-8e02-702280b0fc10\", \"c0a450d0-63c9-4edb-8137-be0152989152\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"32391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-21 20:23:15.000000+00:00\", \"2021-02-03 02:57:57.000000+00:00\", \"2020-03-01 19:16:05.000000+00:00\", \"2021-11-06 05:01:31.000000+00:00\", \"2021-04-12 18:29:49.000000+00:00\", \"2019-05-03 07:07:22.000000+00:00\", \"2021-05-29 05:41:25.000000+00:00\", \"2019-10-21 01:03:05.000000+00:00\", \"2019-06-30 12:19:59.000000+00:00\", \"2022-10-12 22:31:46.000000+00:00\", \"2020-09-14 23:14:22.000000+00:00\"], \"session_ids\": [\"ea6ef2f5-74b7-4cf6-b16c-90cc4d5a4e21\", \"58759024-5b0b-4c3d-8054-ec600e0ef533\", \"800cd33f-274f-4139-ae74-288511289409\", \"bb93c4cb-cd86-444c-b90a-b0329ecb4136\", \"759e334c-43be-4ecb-8305-25fe44331868\", \"a322e58b-f3fe-4534-878d-70b4effaf043\", \"0131ac9c-cde4-4f96-82ab-b103257ac7c6\", \"88c2fad7-f9b3-4737-b9ed-ce74e74c0cd3\", \"7f9a46f9-6281-4126-845e-6b78f5295a74\", \"3aaebf8e-ad83-4e1b-881d-54ed522afb03\", \"56a0fdd3-6de9-48b5-b644-a7c86e568ce2\"], \"total_duration\": 3012.0, \"total_sessions\": 11, \"mean_week_duration\": 16.733}}, {\"62621\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-07-14 08:03:23.000000+00:00\", \"2020-12-18 02:46:52.000000+00:00\"], \"session_ids\": [\"b4aa4036-8fc2-4a64-a06e-ea0e3117ee6a\", \"1032ed16-6d3a-4976-ab16-f8bd1347d104\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 11.567}}, {\"6179\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-05 15:22:27.000000+00:00\", \"2020-04-29 20:30:31.000000+00:00\", \"2020-04-23 23:48:22.000000+00:00\"], \"session_ids\": [\"e3b1f8dc-35ec-470b-b7f4-70ac2d04e2fb\", \"9edcd557-a029-4013-aa64-ed9a22d8844c\", \"2593212d-683e-4760-a4ec-2f025c508e3f\"], \"total_duration\": 415.0, \"total_sessions\": 3, \"mean_week_duration\": 8.83}}, {\"64818\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 8, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-06 13:01:14.000000+00:00\", \"2020-01-12 08:59:12.000000+00:00\"], \"session_ids\": [\"44008da2-7de1-40c6-8e02-702280b0fc10\", \"c0a450d0-63c9-4edb-8137-be0152989152\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"32391\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-21 20:23:15.000000+00:00\", \"2021-02-03 02:57:57.000000+00:00\", \"2020-03-01 19:16:05.000000+00:00\", \"2021-11-06 05:01:31.000000+00:00\", \"2021-04-12 18:29:49.000000+00:00\", \"2019-05-03 07:07:22.000000+00:00\", \"2021-05-29 05:41:25.000000+00:00\", \"2019-10-21 01:03:05.000000+00:00\", \"2019-06-30 12:19:59.000000+00:00\", \"2022-10-12 22:31:46.000000+00:00\", \"2020-09-14 23:14:22.000000+00:00\"], \"session_ids\": [\"ea6ef2f5-74b7-4cf6-b16c-90cc4d5a4e21\", \"58759024-5b0b-4c3d-8054-ec600e0ef533\", \"800cd33f-274f-4139-ae74-288511289409\", \"bb93c4cb-cd86-444c-b90a-b0329ecb4136\", \"759e334c-43be-4ecb-8305-25fe44331868\", \"a322e58b-f3fe-4534-878d-70b4effaf043\", \"0131ac9c-cde4-4f96-82ab-b103257ac7c6\", \"88c2fad7-f9b3-4737-b9ed-ce74e74c0cd3\", \"7f9a46f9-6281-4126-845e-6b78f5295a74\", \"3aaebf8e-ad83-4e1b-881d-54ed522afb03\", \"56a0fdd3-6de9-48b5-b644-a7c86e568ce2\"], \"total_duration\": 3012.0, \"total_sessions\": 11, \"mean_week_duration\": 16.733}}, {\"62621\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-07-14 08:03:23.000000+00:00\", \"2020-12-18 02:46:52.000000+00:00\"], \"session_ids\": [\"b4aa4036-8fc2-4a64-a06e-ea0e3117ee6a\", \"1032ed16-6d3a-4976-ab16-f8bd1347d104\"], \"total_duration\": 347.0, \"total_sessions\": 2, \"mean_week_duration\": 11.567}}, {\"6179\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-05 15:22:27.000000+00:00\", \"2020-04-29 20:30:31.000000+00:00\", \"2020-04-23 23:48:22.000000+00:00\"], \"session_ids\": [\"e3b1f8dc-35ec-470b-b7f4-70ac2d04e2fb\", \"9edcd557-a029-4013-aa64-ed9a22d8844c\", \"2593212d-683e-4760-a4ec-2f025c508e3f\"], \"total_duration\": 415.0, \"total_sessions\": 3, \"mean_week_duration\": 8.83}}, {\"64818\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 8, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-06-06 13:01:14.000000+00:00\", \"2020-01-12 08:59:12.000000+00:00\"], \"session_ids\": [\"44008da2-7de1-40c6-8e02-702280b0fc10\", \"c0a450d0-63c9-4edb-8137-be0152989152\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 7 users who have mean_week_duration strictly greater than 31 and strictly less than 19 plus implement sorting by overall quantity of sessions descending also save only 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-24 12:00:19.000000+00:00\", \"2019-03-02 08:07:12.000000+00:00\", \"2022-01-21 11:17:12.000000+00:00\", \"2022-12-21 17:39:08.000000+00:00\"], \"session_ids\": [\"71ef9bca-b094-493b-aedf-2ea8766a531b\", \"65ec8934-874c-47ad-8af6-453dca2f00a8\", \"bf399e8a-8a7d-4eb7-b3dd-2693f8ed77d0\", \"efb5b686-91d5-433b-92e6-d2e991e13b2f\"], \"total_duration\": 98.0, \"total_sessions\": 4, \"mean_week_duration\": 0.492}, \"8883\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-01-16 10:25:15.000000+00:00\", \"2022-09-29 02:16:57.000000+00:00\"], \"session_ids\": [\"e16cba51-27af-4c4c-9c05-254e309c97dd\", \"f2248596-36ef-4288-9fce-06c159d667c9\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 27.812}, \"58933\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-05 22:09:06.000000+00:00\", \"2021-12-02 09:59:30.000000+00:00\"], \"session_ids\": [\"80d17a81-3f38-489d-81f3-2bf8dc1a0bf9\", \"72562841-7a23-4be0-9a9f-4a543f248c24\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.495}, \"25661\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-08 11:48:07.000000+00:00\", \"2019-10-25 22:39:01.000000+00:00\", \"2019-11-14 22:30:10.000000+00:00\", \"2022-04-12 17:17:55.000000+00:00\", \"2022-04-01 19:37:45.000000+00:00\", \"2022-09-21 12:55:20.000000+00:00\", \"2022-11-24 19:56:38.000000+00:00\", \"2021-02-13 09:46:26.000000+00:00\", \"2022-03-10 10:57:05.000000+00:00\", \"2022-02-17 23:24:24.000000+00:00\"], \"session_ids\": [\"c8ba5c2a-07f5-4d06-bcaa-b885e7041f0b\", \"ee7dfcbc-a5e8-4d8c-8958-5681f3d0fd1f\", \"f331cd24-4505-4a95-a2d8-b2d140e6ffb3\", \"558ea7a1-c021-49f9-9d42-dd5539a2313f\", \"4dd58db7-7f9a-48ba-9898-0da5d144b4bc\", \"a36a9bc1-eca3-49ef-96c0-aed9497ba3ff\", \"84275c1b-6e39-4e4b-b9d3-43a668973a8f\", \"36aa5b9e-86ab-4720-8ba4-50c6cb8a6df0\", \"d103f022-3fa7-41ba-bcfe-0d6d83b1b277\", \"2a27389b-69dd-4f42-b4cf-9059de22ea34\"], \"total_duration\": 100.0, \"total_sessions\": 10, \"mean_week_duration\": 0.621}, \"73884\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-10-10 19:27:59.000000+00:00\", \"2021-04-07 04:33:12.000000+00:00\"], \"session_ids\": [\"8d965db9-eb6e-4234-b2cc-03d4a8e916a8\", \"3793c478-de06-4b78-89be-f89f2c29f130\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 16.846}, \"95827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-26 13:58:26.000000+00:00\", \"2019-07-20 10:29:02.000000+00:00\", \"2020-01-14 13:43:41.000000+00:00\", \"2020-01-05 00:36:21.000000+00:00\", \"2020-05-08 11:48:30.000000+00:00\"], \"session_ids\": [\"de3a0969-4eca-4910-a466-3d0c3675256e\", \"735de351-4a20-45ec-814d-51dc59a1db1d\", \"c7e45145-0783-4038-93b4-32c916064db3\", \"273cdb63-75c1-43c2-a673-2751ff5754b8\", \"5d3ccb5e-fc66-413b-a434-3137195fbb02\"], \"total_duration\": 2452.0, \"total_sessions\": 5, \"mean_week_duration\": 14.011}, \"61923\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-26 17:13:15.000000+00:00\", \"2022-12-17 15:16:21.000000+00:00\", \"2020-07-24 23:53:10.000000+00:00\", \"2022-08-29 16:43:00.000000+00:00\", \"2023-02-10 14:24:50.000000+00:00\"], \"session_ids\": [\"73e880a2-6048-4fb0-91d4-f2cccfa4664c\", \"ec4ea690-a6fc-40a8-ba5c-a15215a73ca1\", \"f81127ec-77eb-48ef-a3ab-697ae62dbc51\", \"b4e52c04-0406-4a07-b27c-759a1876be55\", \"08c1a5d8-14a3-4ba5-b581-309e7053d6b1\"], \"total_duration\": 77.0, \"total_sessions\": 5, \"mean_week_duration\": 0.438}, \"96990\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-03-19 10:43:31.000000+00:00\", \"2021-11-21 15:00:03.000000+00:00\", \"2022-08-05 02:53:58.000000+00:00\", \"2021-07-31 02:51:52.000000+00:00\", \"2019-01-05 18:44:40.000000+00:00\"], \"session_ids\": [\"bd4336ca-8e25-47cf-bfb7-52e8e84de651\", \"168b5d9b-b018-4da3-99b1-a0d2e967f6bd\", \"7a38c441-fb1e-40a9-b93c-985f5b2d65a9\", \"1a377fc5-c9ce-4775-8d0e-35570bee688c\", \"0135da1c-4c89-4096-85af-26681a78ca49\"], \"total_duration\": 433.0, \"total_sessions\": 5, \"mean_week_duration\": 2.316}, \"1905\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-26 21:57:32.000000+00:00\", \"2019-02-09 22:48:04.000000+00:00\"], \"session_ids\": [\"d35acd6f-8520-49ef-b04a-222218f88ec9\", \"bc089fac-da97-4c9e-a560-187ef292cd68\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 0.646}, \"61044\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-14 17:02:30.000000+00:00\", \"2019-12-19 20:53:18.000000+00:00\", \"2019-08-29 05:29:59.000000+00:00\", \"2022-07-24 11:22:07.000000+00:00\", \"2020-01-09 10:03:33.000000+00:00\", \"2022-12-29 19:29:58.000000+00:00\"], \"session_ids\": [\"5901452b-d205-4a7b-ae2a-50053399420f\", \"577db5f4-de9f-4c74-a79e-ca06b2630fdc\", \"ccf35970-d614-4416-b6d3-810483f0df93\", \"ac28a81c-b995-4eea-999b-ef0d7d8325f7\", \"f02378f2-2124-48bd-9d98-b53002f76aa7\", \"a35ef0e1-b46c-4dd9-ae6c-44a6e932c968\"], \"total_duration\": 3930.0, \"total_sessions\": 6, \"mean_week_duration\": 22.586}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 19 and are greater than 31"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[19, 31]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-24 12:00:19.000000+00:00\", \"2019-03-02 08:07:12.000000+00:00\", \"2022-01-21 11:17:12.000000+00:00\", \"2022-12-21 17:39:08.000000+00:00\"], \"session_ids\": [\"71ef9bca-b094-493b-aedf-2ea8766a531b\", \"65ec8934-874c-47ad-8af6-453dca2f00a8\", \"bf399e8a-8a7d-4eb7-b3dd-2693f8ed77d0\", \"efb5b686-91d5-433b-92e6-d2e991e13b2f\"], \"total_duration\": 98.0, \"total_sessions\": 4, \"mean_week_duration\": 0.492}, \"58933\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-05 22:09:06.000000+00:00\", \"2021-12-02 09:59:30.000000+00:00\"], \"session_ids\": [\"80d17a81-3f38-489d-81f3-2bf8dc1a0bf9\", \"72562841-7a23-4be0-9a9f-4a543f248c24\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.495}, \"25661\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-08 11:48:07.000000+00:00\", \"2019-10-25 22:39:01.000000+00:00\", \"2019-11-14 22:30:10.000000+00:00\", \"2022-04-12 17:17:55.000000+00:00\", \"2022-04-01 19:37:45.000000+00:00\", \"2022-09-21 12:55:20.000000+00:00\", \"2022-11-24 19:56:38.000000+00:00\", \"2021-02-13 09:46:26.000000+00:00\", \"2022-03-10 10:57:05.000000+00:00\", \"2022-02-17 23:24:24.000000+00:00\"], \"session_ids\": [\"c8ba5c2a-07f5-4d06-bcaa-b885e7041f0b\", \"ee7dfcbc-a5e8-4d8c-8958-5681f3d0fd1f\", \"f331cd24-4505-4a95-a2d8-b2d140e6ffb3\", \"558ea7a1-c021-49f9-9d42-dd5539a2313f\", \"4dd58db7-7f9a-48ba-9898-0da5d144b4bc\", \"a36a9bc1-eca3-49ef-96c0-aed9497ba3ff\", \"84275c1b-6e39-4e4b-b9d3-43a668973a8f\", \"36aa5b9e-86ab-4720-8ba4-50c6cb8a6df0\", \"d103f022-3fa7-41ba-bcfe-0d6d83b1b277\", \"2a27389b-69dd-4f42-b4cf-9059de22ea34\"], \"total_duration\": 100.0, \"total_sessions\": 10, \"mean_week_duration\": 0.621}, \"73884\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-10-10 19:27:59.000000+00:00\", \"2021-04-07 04:33:12.000000+00:00\"], \"session_ids\": [\"8d965db9-eb6e-4234-b2cc-03d4a8e916a8\", \"3793c478-de06-4b78-89be-f89f2c29f130\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 16.846}, \"95827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-26 13:58:26.000000+00:00\", \"2019-07-20 10:29:02.000000+00:00\", \"2020-01-14 13:43:41.000000+00:00\", \"2020-01-05 00:36:21.000000+00:00\", \"2020-05-08 11:48:30.000000+00:00\"], \"session_ids\": [\"de3a0969-4eca-4910-a466-3d0c3675256e\", \"735de351-4a20-45ec-814d-51dc59a1db1d\", \"c7e45145-0783-4038-93b4-32c916064db3\", \"273cdb63-75c1-43c2-a673-2751ff5754b8\", \"5d3ccb5e-fc66-413b-a434-3137195fbb02\"], \"total_duration\": 2452.0, \"total_sessions\": 5, \"mean_week_duration\": 14.011}, \"61923\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-26 17:13:15.000000+00:00\", \"2022-12-17 15:16:21.000000+00:00\", \"2020-07-24 23:53:10.000000+00:00\", \"2022-08-29 16:43:00.000000+00:00\", \"2023-02-10 14:24:50.000000+00:00\"], \"session_ids\": [\"73e880a2-6048-4fb0-91d4-f2cccfa4664c\", \"ec4ea690-a6fc-40a8-ba5c-a15215a73ca1\", \"f81127ec-77eb-48ef-a3ab-697ae62dbc51\", \"b4e52c04-0406-4a07-b27c-759a1876be55\", \"08c1a5d8-14a3-4ba5-b581-309e7053d6b1\"], \"total_duration\": 77.0, \"total_sessions\": 5, \"mean_week_duration\": 0.438}, \"96990\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-03-19 10:43:31.000000+00:00\", \"2021-11-21 15:00:03.000000+00:00\", \"2022-08-05 02:53:58.000000+00:00\", \"2021-07-31 02:51:52.000000+00:00\", \"2019-01-05 18:44:40.000000+00:00\"], \"session_ids\": [\"bd4336ca-8e25-47cf-bfb7-52e8e84de651\", \"168b5d9b-b018-4da3-99b1-a0d2e967f6bd\", \"7a38c441-fb1e-40a9-b93c-985f5b2d65a9\", \"1a377fc5-c9ce-4775-8d0e-35570bee688c\", \"0135da1c-4c89-4096-85af-26681a78ca49\"], \"total_duration\": 433.0, \"total_sessions\": 5, \"mean_week_duration\": 2.316}, \"1905\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-26 21:57:32.000000+00:00\", \"2019-02-09 22:48:04.000000+00:00\"], \"session_ids\": [\"d35acd6f-8520-49ef-b04a-222218f88ec9\", \"bc089fac-da97-4c9e-a560-187ef292cd68\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 0.646}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"25661\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-08 11:48:07.000000+00:00\", \"2019-10-25 22:39:01.000000+00:00\", \"2019-11-14 22:30:10.000000+00:00\", \"2022-04-12 17:17:55.000000+00:00\", \"2022-04-01 19:37:45.000000+00:00\", \"2022-09-21 12:55:20.000000+00:00\", \"2022-11-24 19:56:38.000000+00:00\", \"2021-02-13 09:46:26.000000+00:00\", \"2022-03-10 10:57:05.000000+00:00\", \"2022-02-17 23:24:24.000000+00:00\"], \"session_ids\": [\"c8ba5c2a-07f5-4d06-bcaa-b885e7041f0b\", \"ee7dfcbc-a5e8-4d8c-8958-5681f3d0fd1f\", \"f331cd24-4505-4a95-a2d8-b2d140e6ffb3\", \"558ea7a1-c021-49f9-9d42-dd5539a2313f\", \"4dd58db7-7f9a-48ba-9898-0da5d144b4bc\", \"a36a9bc1-eca3-49ef-96c0-aed9497ba3ff\", \"84275c1b-6e39-4e4b-b9d3-43a668973a8f\", \"36aa5b9e-86ab-4720-8ba4-50c6cb8a6df0\", \"d103f022-3fa7-41ba-bcfe-0d6d83b1b277\", \"2a27389b-69dd-4f42-b4cf-9059de22ea34\"], \"total_duration\": 100.0, \"total_sessions\": 10, \"mean_week_duration\": 0.621}}, {\"95827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-26 13:58:26.000000+00:00\", \"2019-07-20 10:29:02.000000+00:00\", \"2020-01-14 13:43:41.000000+00:00\", \"2020-01-05 00:36:21.000000+00:00\", \"2020-05-08 11:48:30.000000+00:00\"], \"session_ids\": [\"de3a0969-4eca-4910-a466-3d0c3675256e\", \"735de351-4a20-45ec-814d-51dc59a1db1d\", \"c7e45145-0783-4038-93b4-32c916064db3\", \"273cdb63-75c1-43c2-a673-2751ff5754b8\", \"5d3ccb5e-fc66-413b-a434-3137195fbb02\"], \"total_duration\": 2452.0, \"total_sessions\": 5, \"mean_week_duration\": 14.011}}, {\"61923\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2019-09-26 17:13:15.000000+00:00\", \"2022-12-17 15:16:21.000000+00:00\", \"2020-07-24 23:53:10.000000+00:00\", \"2022-08-29 16:43:00.000000+00:00\", \"2023-02-10 14:24:50.000000+00:00\"], \"session_ids\": [\"73e880a2-6048-4fb0-91d4-f2cccfa4664c\", \"ec4ea690-a6fc-40a8-ba5c-a15215a73ca1\", \"f81127ec-77eb-48ef-a3ab-697ae62dbc51\", \"b4e52c04-0406-4a07-b27c-759a1876be55\", \"08c1a5d8-14a3-4ba5-b581-309e7053d6b1\"], \"total_duration\": 77.0, \"total_sessions\": 5, \"mean_week_duration\": 0.438}}, {\"96990\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-03-19 10:43:31.000000+00:00\", \"2021-11-21 15:00:03.000000+00:00\", \"2022-08-05 02:53:58.000000+00:00\", \"2021-07-31 02:51:52.000000+00:00\", \"2019-01-05 18:44:40.000000+00:00\"], \"session_ids\": [\"bd4336ca-8e25-47cf-bfb7-52e8e84de651\", \"168b5d9b-b018-4da3-99b1-a0d2e967f6bd\", \"7a38c441-fb1e-40a9-b93c-985f5b2d65a9\", \"1a377fc5-c9ce-4775-8d0e-35570bee688c\", \"0135da1c-4c89-4096-85af-26681a78ca49\"], \"total_duration\": 433.0, \"total_sessions\": 5, \"mean_week_duration\": 2.316}}, {\"14911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-10-24 12:00:19.000000+00:00\", \"2019-03-02 08:07:12.000000+00:00\", \"2022-01-21 11:17:12.000000+00:00\", \"2022-12-21 17:39:08.000000+00:00\"], \"session_ids\": [\"71ef9bca-b094-493b-aedf-2ea8766a531b\", \"65ec8934-874c-47ad-8af6-453dca2f00a8\", \"bf399e8a-8a7d-4eb7-b3dd-2693f8ed77d0\", \"efb5b686-91d5-433b-92e6-d2e991e13b2f\"], \"total_duration\": 98.0, \"total_sessions\": 4, \"mean_week_duration\": 0.492}}, {\"58933\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-11-05 22:09:06.000000+00:00\", \"2021-12-02 09:59:30.000000+00:00\"], \"session_ids\": [\"80d17a81-3f38-489d-81f3-2bf8dc1a0bf9\", \"72562841-7a23-4be0-9a9f-4a543f248c24\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.495}}, {\"73884\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-10-10 19:27:59.000000+00:00\", \"2021-04-07 04:33:12.000000+00:00\"], \"session_ids\": [\"8d965db9-eb6e-4234-b2cc-03d4a8e916a8\", \"3793c478-de06-4b78-89be-f89f2c29f130\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 16.846}}, {\"1905\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-11-26 21:57:32.000000+00:00\", \"2019-02-09 22:48:04.000000+00:00\"], \"session_ids\": [\"d35acd6f-8520-49ef-b04a-222218f88ec9\", \"bc089fac-da97-4c9e-a560-187ef292cd68\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 0.646}}]\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[{\"25661\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-08 11:48:07.000000+00:00\", \"2019-10-25 22:39:01.000000+00:00\", \"2019-11-14 22:30:10.000000+00:00\", \"2022-04-12 17:17:55.000000+00:00\", \"2022-04-01 19:37:45.000000+00:00\", \"2022-09-21 12:55:20.000000+00:00\", \"2022-11-24 19:56:38.000000+00:00\", \"2021-02-13 09:46:26.000000+00:00\", \"2022-03-10 10:57:05.000000+00:00\", \"2022-02-17 23:24:24.000000+00:00\"], \"session_ids\": [\"c8ba5c2a-07f5-4d06-bcaa-b885e7041f0b\", \"ee7dfcbc-a5e8-4d8c-8958-5681f3d0fd1f\", \"f331cd24-4505-4a95-a2d8-b2d140e6ffb3\", \"558ea7a1-c021-49f9-9d42-dd5539a2313f\", \"4dd58db7-7f9a-48ba-9898-0da5d144b4bc\", \"a36a9bc1-eca3-49ef-96c0-aed9497ba3ff\", \"84275c1b-6e39-4e4b-b9d3-43a668973a8f\", \"36aa5b9e-86ab-4720-8ba4-50c6cb8a6df0\", \"d103f022-3fa7-41ba-bcfe-0d6d83b1b277\", \"2a27389b-69dd-4f42-b4cf-9059de22ea34\"], \"total_duration\": 100.0, \"total_sessions\": 10, \"mean_week_duration\": 0.621}}, {\"95827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-26 13:58:26.000000+00:00\", \"2019-07-20 10:29:02.000000+00:00\", \"2020-01-14 13:43:41.000000+00:00\", \"2020-01-05 00:36:21.000000+00:00\", \"2020-05-08 11:48:30.000000+00:00\"], \"session_ids\": [\"de3a0969-4eca-4910-a466-3d0c3675256e\", \"735de351-4a20-45ec-814d-51dc59a1db1d\", \"c7e45145-0783-4038-93b4-32c916064db3\", \"273cdb63-75c1-43c2-a673-2751ff5754b8\", \"5d3ccb5e-fc66-413b-a434-3137195fbb02\"], \"total_duration\": 2452.0, \"total_sessions\": 5, \"mean_week_duration\": 14.011}}]\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[{\"25661\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-08-08 11:48:07.000000+00:00\", \"2019-10-25 22:39:01.000000+00:00\", \"2019-11-14 22:30:10.000000+00:00\", \"2022-04-12 17:17:55.000000+00:00\", \"2022-04-01 19:37:45.000000+00:00\", \"2022-09-21 12:55:20.000000+00:00\", \"2022-11-24 19:56:38.000000+00:00\", \"2021-02-13 09:46:26.000000+00:00\", \"2022-03-10 10:57:05.000000+00:00\", \"2022-02-17 23:24:24.000000+00:00\"], \"session_ids\": [\"c8ba5c2a-07f5-4d06-bcaa-b885e7041f0b\", \"ee7dfcbc-a5e8-4d8c-8958-5681f3d0fd1f\", \"f331cd24-4505-4a95-a2d8-b2d140e6ffb3\", \"558ea7a1-c021-49f9-9d42-dd5539a2313f\", \"4dd58db7-7f9a-48ba-9898-0da5d144b4bc\", \"a36a9bc1-eca3-49ef-96c0-aed9497ba3ff\", \"84275c1b-6e39-4e4b-b9d3-43a668973a8f\", \"36aa5b9e-86ab-4720-8ba4-50c6cb8a6df0\", \"d103f022-3fa7-41ba-bcfe-0d6d83b1b277\", \"2a27389b-69dd-4f42-b4cf-9059de22ea34\"], \"total_duration\": 100.0, \"total_sessions\": 10, \"mean_week_duration\": 0.621}}, {\"95827\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-26 13:58:26.000000+00:00\", \"2019-07-20 10:29:02.000000+00:00\", \"2020-01-14 13:43:41.000000+00:00\", \"2020-01-05 00:36:21.000000+00:00\", \"2020-05-08 11:48:30.000000+00:00\"], \"session_ids\": [\"de3a0969-4eca-4910-a466-3d0c3675256e\", \"735de351-4a20-45ec-814d-51dc59a1db1d\", \"c7e45145-0783-4038-93b4-32c916064db3\", \"273cdb63-75c1-43c2-a673-2751ff5754b8\", \"5d3ccb5e-fc66-413b-a434-3137195fbb02\"], \"total_duration\": 2452.0, \"total_sessions\": 5, \"mean_week_duration\": 14.011}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on user whose total amount of duration is strictly less than 3324 and strictly greater than 879 and execute sorting by name of the city from the largest value to the smallest value also get rid of all records, except 4."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"73378\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-06-04 00:42:08.000000+00:00\", \"2023-05-09 07:20:45.000000+00:00\"], \"session_ids\": [\"01f3e3fb-d0d2-472c-b3a7-053f21ff6ff6\", \"2fa9b709-6dcd-478c-a29b-9fbe9bed9ea5\"], \"total_duration\": 93.0, \"total_sessions\": 2, \"mean_week_duration\": 0.921}, \"9871\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-03-07 03:39:40.000000+00:00\", \"2019-05-18 12:51:54.000000+00:00\", \"2019-07-21 19:14:53.000000+00:00\"], \"session_ids\": [\"9f080f1f-acd5-4d8c-be07-7b87b5ad7b90\", \"f665283b-8ee0-41c9-9f99-7a4c879be582\", \"13d0e8d5-8c85-4f2d-8ab9-70c64524a3d3\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.211}, \"86323\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Moscow\", \"datetimes\": [\"2023-01-21 21:02:37.000000+00:00\", \"2019-03-11 13:49:39.000000+00:00\"], \"session_ids\": [\"ca73a13d-99cb-482f-9c51-31711a825f83\", \"4e5c3406-e592-4e3b-bcf4-4c624dcd70cc\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 1.54}, \"90594\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-09-20 15:03:47.000000+00:00\", \"2022-08-10 10:36:16.000000+00:00\", \"2019-12-18 06:22:17.000000+00:00\"], \"session_ids\": [\"4b2dcdf8-d5a8-4de4-b8ca-589828fb30b1\", \"b5a8704e-3c58-4a86-9aef-6d0b2b43cbdb\", \"55c96f49-6fc2-46b2-9fcd-c8072b57adfe\"], \"total_duration\": 853.0, \"total_sessions\": 3, \"mean_week_duration\": 5.924}, \"61136\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-18 09:36:48.000000+00:00\", \"2020-03-08 10:16:02.000000+00:00\"], \"session_ids\": [\"b80a356b-8969-4001-9b48-2df78d5e1434\", \"c5b77848-c0df-4fcb-af7d-e809ff30188e\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 2.205}, \"79702\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-11-21 21:59:59.000000+00:00\", \"2019-08-25 04:19:14.000000+00:00\", \"2020-01-13 12:10:15.000000+00:00\", \"2021-10-08 17:16:56.000000+00:00\", \"2022-09-13 14:35:22.000000+00:00\"], \"session_ids\": [\"2645ba25-602f-4379-96bd-1d2028758dbe\", \"e45708e7-eacf-453a-9bbc-4a056cadb264\", \"4c8d907e-e47d-4bd2-baf3-bdeab570fd5c\", \"58f6395f-40a5-48d5-a9ae-abb989e1f010\", \"db7ad8b1-b527-4e2a-b41c-e0756dcb2a3e\"], \"total_duration\": 857.0, \"total_sessions\": 5, \"mean_week_duration\": 5.356}, \"50634\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-03-26 01:38:07.000000+00:00\", \"2022-04-10 22:24:49.000000+00:00\", \"2020-01-21 02:46:25.000000+00:00\", \"2020-07-07 21:55:32.000000+00:00\", \"2019-10-01 04:18:11.000000+00:00\"], \"session_ids\": [\"598cd747-3312-424b-9093-52b78e106d4a\", \"8a9323f5-fec6-4cb0-971a-f47d009baa60\", \"988f5429-09bb-4ef8-ba16-460fae549517\", \"5ab956e5-107d-4e5e-b073-9bcc01ecb5f7\", \"81812614-de24-4807-aaf9-09cbfa5bf03b\"], \"total_duration\": 2657.0, \"total_sessions\": 5, \"mean_week_duration\": 16.711}, \"3306\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-05-15 16:24:20.000000+00:00\", \"2021-01-24 08:19:27.000000+00:00\", \"2021-01-30 13:47:53.000000+00:00\"], \"session_ids\": [\"c3b9aef4-8edf-4160-83f0-1fd8c516fbae\", \"efcbaa33-8b69-4c07-9847-75abf9426821\", \"ad530ea9-5f29-487c-a0df-6a953212676b\"], \"total_duration\": 280.0, \"total_sessions\": 3, \"mean_week_duration\": 4.118}, \"19462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-22 18:53:07.000000+00:00\", \"2021-06-25 15:38:05.000000+00:00\", \"2022-06-09 13:25:45.000000+00:00\"], \"session_ids\": [\"25b6dddc-1e71-45c5-b344-6b328f0106ff\", \"d2bbc77b-b6cf-479d-8b24-d3cb10002299\", \"57c5c159-0a8f-4462-85ef-48464524acb7\"], \"total_duration\": 374.0, \"total_sessions\": 3, \"mean_week_duration\": 5.343}, \"19480\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-24 05:31:00.000000+00:00\", \"2020-02-26 16:01:55.000000+00:00\"], \"session_ids\": [\"6c746f1a-55b6-43d1-8895-889cf14d3cb8\", \"80b86b74-8b4f-4f3f-83ec-9f75faeaac7e\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.449}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 879 and are less than 3324"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"total_duration\": [[879, 3324]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50634\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-03-26 01:38:07.000000+00:00\", \"2022-04-10 22:24:49.000000+00:00\", \"2020-01-21 02:46:25.000000+00:00\", \"2020-07-07 21:55:32.000000+00:00\", \"2019-10-01 04:18:11.000000+00:00\"], \"session_ids\": [\"598cd747-3312-424b-9093-52b78e106d4a\", \"8a9323f5-fec6-4cb0-971a-f47d009baa60\", \"988f5429-09bb-4ef8-ba16-460fae549517\", \"5ab956e5-107d-4e5e-b073-9bcc01ecb5f7\", \"81812614-de24-4807-aaf9-09cbfa5bf03b\"], \"total_duration\": 2657.0, \"total_sessions\": 5, \"mean_week_duration\": 16.711}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"50634\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-03-26 01:38:07.000000+00:00\", \"2022-04-10 22:24:49.000000+00:00\", \"2020-01-21 02:46:25.000000+00:00\", \"2020-07-07 21:55:32.000000+00:00\", \"2019-10-01 04:18:11.000000+00:00\"], \"session_ids\": [\"598cd747-3312-424b-9093-52b78e106d4a\", \"8a9323f5-fec6-4cb0-971a-f47d009baa60\", \"988f5429-09bb-4ef8-ba16-460fae549517\", \"5ab956e5-107d-4e5e-b073-9bcc01ecb5f7\", \"81812614-de24-4807-aaf9-09cbfa5bf03b\"], \"total_duration\": 2657.0, \"total_sessions\": 5, \"mean_week_duration\": 16.711}}]\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[{\"50634\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-03-26 01:38:07.000000+00:00\", \"2022-04-10 22:24:49.000000+00:00\", \"2020-01-21 02:46:25.000000+00:00\", \"2020-07-07 21:55:32.000000+00:00\", \"2019-10-01 04:18:11.000000+00:00\"], \"session_ids\": [\"598cd747-3312-424b-9093-52b78e106d4a\", \"8a9323f5-fec6-4cb0-971a-f47d009baa60\", \"988f5429-09bb-4ef8-ba16-460fae549517\", \"5ab956e5-107d-4e5e-b073-9bcc01ecb5f7\", \"81812614-de24-4807-aaf9-09cbfa5bf03b\"], \"total_duration\": 2657.0, \"total_sessions\": 5, \"mean_week_duration\": 16.711}}]\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[{\"50634\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-03-26 01:38:07.000000+00:00\", \"2022-04-10 22:24:49.000000+00:00\", \"2020-01-21 02:46:25.000000+00:00\", \"2020-07-07 21:55:32.000000+00:00\", \"2019-10-01 04:18:11.000000+00:00\"], \"session_ids\": [\"598cd747-3312-424b-9093-52b78e106d4a\", \"8a9323f5-fec6-4cb0-971a-f47d009baa60\", \"988f5429-09bb-4ef8-ba16-460fae549517\", \"5ab956e5-107d-4e5e-b073-9bcc01ecb5f7\", \"81812614-de24-4807-aaf9-09cbfa5bf03b\"], \"total_duration\": 2657.0, \"total_sessions\": 5, \"mean_week_duration\": 16.711}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about users I can find living in city Ho Chi Minh City in addition perform sorting by time in app descending."
}
] |
[
{
"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{\"99165\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 8, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-07-30 14:37:24.000000+00:00\", \"2022-02-28 00:24:22.000000+00:00\", \"2019-11-10 13:42:34.000000+00:00\", \"2021-09-18 07:15:21.000000+00:00\", \"2020-03-02 00:50:33.000000+00:00\"], \"session_ids\": [\"ce59b311-ca3e-48bc-b1af-aba1d2add5f1\", \"504a8bb9-b15e-4498-9e81-9f6311f6e939\", \"0aad561a-8dc6-4e5d-96ab-e805f4a49751\", \"79fc483f-2c32-443b-9a32-de71ba77926a\", \"ac8c9d08-11c8-4392-a162-d98a0fd4ad97\"], \"total_duration\": 3811.0, \"total_sessions\": 5, \"mean_week_duration\": 28.23}, \"72697\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-07 08:13:32.000000+00:00\", \"2019-03-31 12:54:11.000000+00:00\", \"2020-08-05 18:56:35.000000+00:00\", \"2021-10-10 09:24:41.000000+00:00\", \"2019-08-16 10:50:02.000000+00:00\", \"2020-10-04 01:24:43.000000+00:00\"], \"session_ids\": [\"af91684d-fb3f-4842-bf50-bbade5612df7\", \"7262c7b3-3766-42a7-870c-cd3af748d108\", \"a09e8004-20af-44b7-a1ec-6aab589080d5\", \"d2f1fbd3-96f0-48bb-9c32-54af9cb9262e\", \"eb75d7a1-7a25-4537-b745-6e0541049ec0\", \"99bf0053-93f1-4d4a-a3ee-862d282ee7a0\"], \"total_duration\": 148.0, \"total_sessions\": 6, \"mean_week_duration\": 1.121}, \"56611\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-03 13:01:45.000000+00:00\", \"2023-04-02 07:36:03.000000+00:00\", \"2022-11-24 10:02:53.000000+00:00\", \"2021-12-26 05:26:06.000000+00:00\", \"2022-12-27 21:27:47.000000+00:00\", \"2020-05-04 16:30:27.000000+00:00\", \"2022-03-07 07:22:49.000000+00:00\"], \"session_ids\": [\"45829411-10b1-46e3-865e-7508e80b93b5\", \"0d3634ed-e0b6-4f67-b937-4af2e5cf4962\", \"d449b35c-a534-46be-83ba-0911f4929daf\", \"a755ebe9-db4d-4aba-bfb9-994afe96d1ee\", \"fed4225f-8b17-4fb5-8e58-e916b9058513\", \"be8610af-651d-4c46-a14c-9cc8c715fef0\", \"c72b7e85-58c1-42d3-9ffb-412988b2b655\"], \"total_duration\": 113.0, \"total_sessions\": 7, \"mean_week_duration\": 0.743}, \"7440\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-11 14:05:27.000000+00:00\", \"2020-06-24 11:22:45.000000+00:00\"], \"session_ids\": [\"8b632b7f-de38-4d73-a008-597b7a074709\", \"a3a3602c-65ea-4356-80b8-c92d51eb1c89\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 2.4}, \"81359\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-01-26 17:27:27.000000+00:00\", \"2020-07-26 12:49:27.000000+00:00\"], \"session_ids\": [\"98cebea4-af9a-49c9-a81c-7ae8053d8d38\", \"27c688c1-db60-4876-a528-d1905345ae33\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 0.873}, \"59251\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-11 12:41:46.000000+00:00\", \"2020-02-25 22:29:51.000000+00:00\"], \"session_ids\": [\"ea048373-9989-4ce4-8b0a-8e144ec07c20\", \"7d27d2de-0d85-4b8e-926a-99235088c857\"], \"total_duration\": 442.0, \"total_sessions\": 2, \"mean_week_duration\": 9.609}, \"98986\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-03-09 16:20:19.000000+00:00\", \"2020-05-14 19:31:05.000000+00:00\", \"2019-01-06 20:45:42.000000+00:00\", \"2022-11-06 03:27:30.000000+00:00\", \"2022-07-21 04:46:39.000000+00:00\", \"2021-10-12 23:41:36.000000+00:00\", \"2022-03-29 17:13:57.000000+00:00\", \"2022-12-02 07:48:09.000000+00:00\"], \"session_ids\": [\"e82891b0-b523-437e-8a1b-bfa473a38b7a\", \"d1bf86b8-df90-46a3-83ca-edfc5d724aca\", \"88b3e252-1273-4894-8708-e04ab8c0d522\", \"0ea04b06-3b32-4fb5-8d5e-1188ccd0418e\", \"30502e7a-41fd-4816-9f4c-6991ca21b5b8\", \"1125fc50-34b4-477c-b42e-a77309fb2a7c\", \"87683533-c132-45c5-8b9c-1623262e0aac\", \"88eb928c-0cf3-4146-a8a7-4b3d9e3bdbd0\"], \"total_duration\": 9740.0, \"total_sessions\": 8, \"mean_week_duration\": 47.745}, \"51097\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-22 04:15:10.000000+00:00\", \"2022-07-31 07:59:22.000000+00:00\", \"2021-06-12 00:46:18.000000+00:00\", \"2020-02-27 05:57:02.000000+00:00\", \"2023-03-08 04:54:30.000000+00:00\", \"2023-03-05 14:11:45.000000+00:00\", \"2019-03-01 23:00:56.000000+00:00\", \"2021-10-27 09:32:40.000000+00:00\"], \"session_ids\": [\"d52d21fd-60ab-4e9f-a94a-13748555b4fa\", \"1f03335f-e2fe-48be-aa32-85d4d5973579\", \"d77b45d7-b1b3-45a0-9a41-d554d277a0bd\", \"f235a5f3-c8e1-401f-ac8d-ee1bdcad592a\", \"f80e9c5d-ffb8-4cb2-960f-1d3bbc6880aa\", \"b8a2598a-d9d3-4e56-8376-427e697f24ae\", \"998a7ac9-801f-4317-853d-47218a938486\", \"92107d33-ee63-487f-a77e-b7f9ce18be12\"], \"total_duration\": 659.0, \"total_sessions\": 8, \"mean_week_duration\": 3.138}, \"94677\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-03-24 18:43:41.000000+00:00\", \"2020-09-21 10:34:24.000000+00:00\", \"2020-04-06 14:16:31.000000+00:00\", \"2021-10-12 03:18:26.000000+00:00\", \"2019-08-03 22:21:38.000000+00:00\", \"2022-06-12 16:53:21.000000+00:00\", \"2020-12-27 04:31:09.000000+00:00\", \"2021-11-19 21:26:55.000000+00:00\", \"2022-09-02 17:19:15.000000+00:00\", \"2019-10-05 22:35:28.000000+00:00\", \"2022-01-20 21:07:12.000000+00:00\"], \"session_ids\": [\"15c539c1-7aa5-4a96-983a-515b7e44a08e\", \"c9bde64f-2f80-47aa-9de3-8e83ec27b68b\", \"9c84519b-9e83-4d80-a76e-574ccc75b246\", \"b77f34f8-827e-48a0-b4a1-0091370735bc\", \"f112cbad-3184-44dc-8d0f-fb01b04bed0a\", \"f0140d18-febe-4074-adde-14be7bb99920\", \"5b702f54-281b-4821-b2e0-38270f86ca32\", \"768dab36-3775-4979-be3b-78d01a413d86\", \"3e398c2d-77b3-4660-8b54-baedecf2f118\", \"5f200a76-cb6d-4478-bffb-8cb3e253063d\", \"cdde954a-0b12-4016-b41c-12555ccce797\"], \"total_duration\": 62833.0, \"total_sessions\": 11, \"mean_week_duration\": 390.267}, \"44714\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-22 07:52:38.000000+00:00\", \"2020-03-09 02:04:46.000000+00:00\", \"2020-05-09 04:49:32.000000+00:00\", \"2020-09-06 08:48:16.000000+00:00\", \"2020-10-15 20:30:26.000000+00:00\", \"2022-05-11 05:29:23.000000+00:00\", \"2022-02-24 04:45:49.000000+00:00\", \"2019-11-21 20:32:43.000000+00:00\", \"2023-05-13 17:46:54.000000+00:00\", \"2019-02-23 11:55:39.000000+00:00\"], \"session_ids\": [\"751dc79b-ec4c-4e5f-8a1d-e993c82196a6\", \"9bf73d3d-987f-415c-a5f1-568c939cfa3c\", \"62976bae-afda-45e2-8871-44ebdec29f17\", \"4a2c2942-9797-4967-851c-1ab9ba2bb80e\", \"268b5c1c-bf7e-4d52-a06d-3022401f8926\", \"ceb081bb-0161-42cc-89c5-fec625b33dcf\", \"e2ffd74a-1b53-4ea8-ba6b-b5b827e51cbe\", \"4b1c8889-c9b0-4421-a9db-5e57fe7da236\", \"077748f1-4d5a-4bf2-b4e2-0172f0683b7d\", \"404443c3-a2fd-43fa-b1ac-6fc4a610a6ce\"], \"total_duration\": 11159.0, \"total_sessions\": 10, \"mean_week_duration\": 50.723}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is Ho Chi Minh City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Ho Chi Minh City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 8 users whose overall sessions count is less than 4 and strictly greater than 9 , and put to use sorting by sum of duration of sessions per week in descending."
}
] |
[
{
"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{\"78878\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-09 11:30:26.000000+00:00\", \"2020-02-29 20:43:15.000000+00:00\", \"2023-01-18 05:00:18.000000+00:00\", \"2019-02-20 15:25:17.000000+00:00\"], \"session_ids\": [\"77f90fc3-3d70-4542-88f7-bea1e64f2041\", \"e7b11b84-2763-4d88-bc88-8252bb6eef66\", \"dbd999a0-80ce-4e8e-8931-b9ded2848166\", \"378d338a-b4ef-48a6-91bf-e56cf5ba6963\"], \"total_duration\": 109.0, \"total_sessions\": 4, \"mean_week_duration\": 0.534}, \"33181\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-04-30 18:02:23.000000+00:00\", \"2022-02-16 09:41:46.000000+00:00\"], \"session_ids\": [\"3f9c8302-6bb3-4605-a850-91b580ea228b\", \"69fc5d64-d5d4-4de5-bfed-3ae7e9d8b5ae\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 1.151}, \"99506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-07-23 17:48:01.000000+00:00\", \"2020-01-25 03:57:04.000000+00:00\"], \"session_ids\": [\"7669dab5-ad35-4ade-be46-6e0586f541a7\", \"bad300d5-a57b-4202-b3a0-7f68f0528f88\"], \"total_duration\": 318.0, \"total_sessions\": 2, \"mean_week_duration\": 4.077}, \"41689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-09 13:51:24.000000+00:00\", \"2019-06-19 00:06:33.000000+00:00\"], \"session_ids\": [\"0ce8b785-ccf9-4c66-9017-06e07d03f9e2\", \"e44ec49f-5474-4db8-91c1-d06611f39d56\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}, \"65980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-02-25 09:53:05.000000+00:00\", \"2020-03-28 16:59:21.000000+00:00\"], \"session_ids\": [\"3fa21991-d1f0-43ca-8f6a-c9063b307aa2\", \"7ba5fcf0-9e32-4750-93b9-830ab2e45c8c\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"85388\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-04-19 19:19:45.000000+00:00\", \"2020-01-22 21:45:51.000000+00:00\"], \"session_ids\": [\"7a7c0235-79d5-4dec-b1f6-1dcbf86d22c2\", \"0a58bca5-6550-4f68-888e-fe926c93000d\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 4.45}, \"9655\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-04-28 02:46:48.000000+00:00\", \"2022-05-04 15:04:26.000000+00:00\", \"2021-09-07 00:41:42.000000+00:00\", \"2022-11-10 07:41:29.000000+00:00\", \"2021-03-12 09:57:56.000000+00:00\", \"2022-04-18 16:10:21.000000+00:00\"], \"session_ids\": [\"68e2d890-10b5-4f97-aaac-6c329a52ea3c\", \"f887f881-2e2f-413e-ae6e-6d0127961a32\", \"5c2cf55c-801f-40b7-bba1-8eb9d78b153a\", \"19011b35-5b6f-45a4-91c8-6aa2eac98104\", \"cec43b8c-6227-4ff0-8bf7-7101f0bada60\", \"c32ea36c-ad47-47df-b6e9-82a47f9939c8\"], \"total_duration\": 5747.0, \"total_sessions\": 6, \"mean_week_duration\": 66.057}, \"49730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-31 01:23:14.000000+00:00\", \"2019-10-02 15:08:49.000000+00:00\", \"2019-07-12 11:16:06.000000+00:00\", \"2021-07-26 04:33:44.000000+00:00\"], \"session_ids\": [\"64d1c6f0-881c-4d8e-afa0-b57e48d971ce\", \"58ba0068-dc21-4d97-a3fe-9b89809a8872\", \"22068e80-7ca8-4178-be73-8cff91a6b58a\", \"0b121642-08cd-4fc8-8299-3b2ae0adc23c\"], \"total_duration\": 175.0, \"total_sessions\": 4, \"mean_week_duration\": 0.902}, \"49881\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-15 09:23:58.000000+00:00\", \"2022-07-08 23:35:25.000000+00:00\"], \"session_ids\": [\"be2e05f8-7857-47ec-aa80-fc4b10db129a\", \"b860b44f-e22f-4f19-be9b-64f0dada9eb6\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 2.681}, \"16301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-28 07:14:13.000000+00:00\", \"2021-01-25 17:28:14.000000+00:00\", \"2019-10-16 01:02:14.000000+00:00\", \"2021-08-12 16:09:28.000000+00:00\"], \"session_ids\": [\"885fb57b-ff97-4c11-965f-b051df8ff412\", \"cf68c292-2c4f-40e8-9907-8d4203780e7b\", \"c4c86787-3cc4-4314-a64a-4e5eea9375d3\", \"4335878c-51e1-486f-a572-ab45952d89bc\"], \"total_duration\": 32.0, \"total_sessions\": 4, \"mean_week_duration\": 0.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 4 and are greater than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[4, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78878\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-09 11:30:26.000000+00:00\", \"2020-02-29 20:43:15.000000+00:00\", \"2023-01-18 05:00:18.000000+00:00\", \"2019-02-20 15:25:17.000000+00:00\"], \"session_ids\": [\"77f90fc3-3d70-4542-88f7-bea1e64f2041\", \"e7b11b84-2763-4d88-bc88-8252bb6eef66\", \"dbd999a0-80ce-4e8e-8931-b9ded2848166\", \"378d338a-b4ef-48a6-91bf-e56cf5ba6963\"], \"total_duration\": 109.0, \"total_sessions\": 4, \"mean_week_duration\": 0.534}, \"33181\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-04-30 18:02:23.000000+00:00\", \"2022-02-16 09:41:46.000000+00:00\"], \"session_ids\": [\"3f9c8302-6bb3-4605-a850-91b580ea228b\", \"69fc5d64-d5d4-4de5-bfed-3ae7e9d8b5ae\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 1.151}, \"99506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-07-23 17:48:01.000000+00:00\", \"2020-01-25 03:57:04.000000+00:00\"], \"session_ids\": [\"7669dab5-ad35-4ade-be46-6e0586f541a7\", \"bad300d5-a57b-4202-b3a0-7f68f0528f88\"], \"total_duration\": 318.0, \"total_sessions\": 2, \"mean_week_duration\": 4.077}, \"41689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-09 13:51:24.000000+00:00\", \"2019-06-19 00:06:33.000000+00:00\"], \"session_ids\": [\"0ce8b785-ccf9-4c66-9017-06e07d03f9e2\", \"e44ec49f-5474-4db8-91c1-d06611f39d56\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}, \"65980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-02-25 09:53:05.000000+00:00\", \"2020-03-28 16:59:21.000000+00:00\"], \"session_ids\": [\"3fa21991-d1f0-43ca-8f6a-c9063b307aa2\", \"7ba5fcf0-9e32-4750-93b9-830ab2e45c8c\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}, \"85388\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-04-19 19:19:45.000000+00:00\", \"2020-01-22 21:45:51.000000+00:00\"], \"session_ids\": [\"7a7c0235-79d5-4dec-b1f6-1dcbf86d22c2\", \"0a58bca5-6550-4f68-888e-fe926c93000d\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 4.45}, \"49730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-31 01:23:14.000000+00:00\", \"2019-10-02 15:08:49.000000+00:00\", \"2019-07-12 11:16:06.000000+00:00\", \"2021-07-26 04:33:44.000000+00:00\"], \"session_ids\": [\"64d1c6f0-881c-4d8e-afa0-b57e48d971ce\", \"58ba0068-dc21-4d97-a3fe-9b89809a8872\", \"22068e80-7ca8-4178-be73-8cff91a6b58a\", \"0b121642-08cd-4fc8-8299-3b2ae0adc23c\"], \"total_duration\": 175.0, \"total_sessions\": 4, \"mean_week_duration\": 0.902}, \"49881\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-15 09:23:58.000000+00:00\", \"2022-07-08 23:35:25.000000+00:00\"], \"session_ids\": [\"be2e05f8-7857-47ec-aa80-fc4b10db129a\", \"b860b44f-e22f-4f19-be9b-64f0dada9eb6\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 2.681}, \"16301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-28 07:14:13.000000+00:00\", \"2021-01-25 17:28:14.000000+00:00\", \"2019-10-16 01:02:14.000000+00:00\", \"2021-08-12 16:09:28.000000+00:00\"], \"session_ids\": [\"885fb57b-ff97-4c11-965f-b051df8ff412\", \"cf68c292-2c4f-40e8-9907-8d4203780e7b\", \"c4c86787-3cc4-4314-a64a-4e5eea9375d3\", \"4335878c-51e1-486f-a572-ab45952d89bc\"], \"total_duration\": 32.0, \"total_sessions\": 4, \"mean_week_duration\": 0.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"65980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-02-25 09:53:05.000000+00:00\", \"2020-03-28 16:59:21.000000+00:00\"], \"session_ids\": [\"3fa21991-d1f0-43ca-8f6a-c9063b307aa2\", \"7ba5fcf0-9e32-4750-93b9-830ab2e45c8c\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}, {\"85388\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-04-19 19:19:45.000000+00:00\", \"2020-01-22 21:45:51.000000+00:00\"], \"session_ids\": [\"7a7c0235-79d5-4dec-b1f6-1dcbf86d22c2\", \"0a58bca5-6550-4f68-888e-fe926c93000d\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 4.45}}, {\"99506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-07-23 17:48:01.000000+00:00\", \"2020-01-25 03:57:04.000000+00:00\"], \"session_ids\": [\"7669dab5-ad35-4ade-be46-6e0586f541a7\", \"bad300d5-a57b-4202-b3a0-7f68f0528f88\"], \"total_duration\": 318.0, \"total_sessions\": 2, \"mean_week_duration\": 4.077}}, {\"49881\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-15 09:23:58.000000+00:00\", \"2022-07-08 23:35:25.000000+00:00\"], \"session_ids\": [\"be2e05f8-7857-47ec-aa80-fc4b10db129a\", \"b860b44f-e22f-4f19-be9b-64f0dada9eb6\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 2.681}}, {\"33181\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-04-30 18:02:23.000000+00:00\", \"2022-02-16 09:41:46.000000+00:00\"], \"session_ids\": [\"3f9c8302-6bb3-4605-a850-91b580ea228b\", \"69fc5d64-d5d4-4de5-bfed-3ae7e9d8b5ae\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 1.151}}, {\"49730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-31 01:23:14.000000+00:00\", \"2019-10-02 15:08:49.000000+00:00\", \"2019-07-12 11:16:06.000000+00:00\", \"2021-07-26 04:33:44.000000+00:00\"], \"session_ids\": [\"64d1c6f0-881c-4d8e-afa0-b57e48d971ce\", \"58ba0068-dc21-4d97-a3fe-9b89809a8872\", \"22068e80-7ca8-4178-be73-8cff91a6b58a\", \"0b121642-08cd-4fc8-8299-3b2ae0adc23c\"], \"total_duration\": 175.0, \"total_sessions\": 4, \"mean_week_duration\": 0.902}}, {\"41689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-09 13:51:24.000000+00:00\", \"2019-06-19 00:06:33.000000+00:00\"], \"session_ids\": [\"0ce8b785-ccf9-4c66-9017-06e07d03f9e2\", \"e44ec49f-5474-4db8-91c1-d06611f39d56\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}}, {\"78878\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-09 11:30:26.000000+00:00\", \"2020-02-29 20:43:15.000000+00:00\", \"2023-01-18 05:00:18.000000+00:00\", \"2019-02-20 15:25:17.000000+00:00\"], \"session_ids\": [\"77f90fc3-3d70-4542-88f7-bea1e64f2041\", \"e7b11b84-2763-4d88-bc88-8252bb6eef66\", \"dbd999a0-80ce-4e8e-8931-b9ded2848166\", \"378d338a-b4ef-48a6-91bf-e56cf5ba6963\"], \"total_duration\": 109.0, \"total_sessions\": 4, \"mean_week_duration\": 0.534}}, {\"16301\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-28 07:14:13.000000+00:00\", \"2021-01-25 17:28:14.000000+00:00\", \"2019-10-16 01:02:14.000000+00:00\", \"2021-08-12 16:09:28.000000+00:00\"], \"session_ids\": [\"885fb57b-ff97-4c11-965f-b051df8ff412\", \"cf68c292-2c4f-40e8-9907-8d4203780e7b\", \"c4c86787-3cc4-4314-a64a-4e5eea9375d3\", \"4335878c-51e1-486f-a572-ab45952d89bc\"], \"total_duration\": 32.0, \"total_sessions\": 4, \"mean_week_duration\": 0.333}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"65980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-02-25 09:53:05.000000+00:00\", \"2020-03-28 16:59:21.000000+00:00\"], \"session_ids\": [\"3fa21991-d1f0-43ca-8f6a-c9063b307aa2\", \"7ba5fcf0-9e32-4750-93b9-830ab2e45c8c\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}, {\"85388\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-04-19 19:19:45.000000+00:00\", \"2020-01-22 21:45:51.000000+00:00\"], \"session_ids\": [\"7a7c0235-79d5-4dec-b1f6-1dcbf86d22c2\", \"0a58bca5-6550-4f68-888e-fe926c93000d\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 4.45}}, {\"99506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-07-23 17:48:01.000000+00:00\", \"2020-01-25 03:57:04.000000+00:00\"], \"session_ids\": [\"7669dab5-ad35-4ade-be46-6e0586f541a7\", \"bad300d5-a57b-4202-b3a0-7f68f0528f88\"], \"total_duration\": 318.0, \"total_sessions\": 2, \"mean_week_duration\": 4.077}}, {\"49881\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-15 09:23:58.000000+00:00\", \"2022-07-08 23:35:25.000000+00:00\"], \"session_ids\": [\"be2e05f8-7857-47ec-aa80-fc4b10db129a\", \"b860b44f-e22f-4f19-be9b-64f0dada9eb6\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 2.681}}, {\"33181\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-04-30 18:02:23.000000+00:00\", \"2022-02-16 09:41:46.000000+00:00\"], \"session_ids\": [\"3f9c8302-6bb3-4605-a850-91b580ea228b\", \"69fc5d64-d5d4-4de5-bfed-3ae7e9d8b5ae\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 1.151}}, {\"49730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-31 01:23:14.000000+00:00\", \"2019-10-02 15:08:49.000000+00:00\", \"2019-07-12 11:16:06.000000+00:00\", \"2021-07-26 04:33:44.000000+00:00\"], \"session_ids\": [\"64d1c6f0-881c-4d8e-afa0-b57e48d971ce\", \"58ba0068-dc21-4d97-a3fe-9b89809a8872\", \"22068e80-7ca8-4178-be73-8cff91a6b58a\", \"0b121642-08cd-4fc8-8299-3b2ae0adc23c\"], \"total_duration\": 175.0, \"total_sessions\": 4, \"mean_week_duration\": 0.902}}, {\"41689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-09 13:51:24.000000+00:00\", \"2019-06-19 00:06:33.000000+00:00\"], \"session_ids\": [\"0ce8b785-ccf9-4c66-9017-06e07d03f9e2\", \"e44ec49f-5474-4db8-91c1-d06611f39d56\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}}, {\"78878\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-09 11:30:26.000000+00:00\", \"2020-02-29 20:43:15.000000+00:00\", \"2023-01-18 05:00:18.000000+00:00\", \"2019-02-20 15:25:17.000000+00:00\"], \"session_ids\": [\"77f90fc3-3d70-4542-88f7-bea1e64f2041\", \"e7b11b84-2763-4d88-bc88-8252bb6eef66\", \"dbd999a0-80ce-4e8e-8931-b9ded2848166\", \"378d338a-b4ef-48a6-91bf-e56cf5ba6963\"], \"total_duration\": 109.0, \"total_sessions\": 4, \"mean_week_duration\": 0.534}}]\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[{\"65980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 7, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-02-25 09:53:05.000000+00:00\", \"2020-03-28 16:59:21.000000+00:00\"], \"session_ids\": [\"3fa21991-d1f0-43ca-8f6a-c9063b307aa2\", \"7ba5fcf0-9e32-4750-93b9-830ab2e45c8c\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 7.0}}, {\"85388\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-04-19 19:19:45.000000+00:00\", \"2020-01-22 21:45:51.000000+00:00\"], \"session_ids\": [\"7a7c0235-79d5-4dec-b1f6-1dcbf86d22c2\", \"0a58bca5-6550-4f68-888e-fe926c93000d\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 4.45}}, {\"99506\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-07-23 17:48:01.000000+00:00\", \"2020-01-25 03:57:04.000000+00:00\"], \"session_ids\": [\"7669dab5-ad35-4ade-be46-6e0586f541a7\", \"bad300d5-a57b-4202-b3a0-7f68f0528f88\"], \"total_duration\": 318.0, \"total_sessions\": 2, \"mean_week_duration\": 4.077}}, {\"49881\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-15 09:23:58.000000+00:00\", \"2022-07-08 23:35:25.000000+00:00\"], \"session_ids\": [\"be2e05f8-7857-47ec-aa80-fc4b10db129a\", \"b860b44f-e22f-4f19-be9b-64f0dada9eb6\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 2.681}}, {\"33181\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-04-30 18:02:23.000000+00:00\", \"2022-02-16 09:41:46.000000+00:00\"], \"session_ids\": [\"3f9c8302-6bb3-4605-a850-91b580ea228b\", \"69fc5d64-d5d4-4de5-bfed-3ae7e9d8b5ae\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 1.151}}, {\"49730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-31 01:23:14.000000+00:00\", \"2019-10-02 15:08:49.000000+00:00\", \"2019-07-12 11:16:06.000000+00:00\", \"2021-07-26 04:33:44.000000+00:00\"], \"session_ids\": [\"64d1c6f0-881c-4d8e-afa0-b57e48d971ce\", \"58ba0068-dc21-4d97-a3fe-9b89809a8872\", \"22068e80-7ca8-4178-be73-8cff91a6b58a\", \"0b121642-08cd-4fc8-8299-3b2ae0adc23c\"], \"total_duration\": 175.0, \"total_sessions\": 4, \"mean_week_duration\": 0.902}}, {\"41689\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-08-09 13:51:24.000000+00:00\", \"2019-06-19 00:06:33.000000+00:00\"], \"session_ids\": [\"0ce8b785-ccf9-4c66-9017-06e07d03f9e2\", \"e44ec49f-5474-4db8-91c1-d06611f39d56\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}}, {\"78878\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-09 11:30:26.000000+00:00\", \"2020-02-29 20:43:15.000000+00:00\", \"2023-01-18 05:00:18.000000+00:00\", \"2019-02-20 15:25:17.000000+00:00\"], \"session_ids\": [\"77f90fc3-3d70-4542-88f7-bea1e64f2041\", \"e7b11b84-2763-4d88-bc88-8252bb6eef66\", \"dbd999a0-80ce-4e8e-8931-b9ded2848166\", \"378d338a-b4ef-48a6-91bf-e56cf5ba6963\"], \"total_duration\": 109.0, \"total_sessions\": 4, \"mean_week_duration\": 0.534}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 4 users with a sessions count that is lower than 3, exclusive 3 plus implement sorting by total amount of duration in asc."
}
] |
[
{
"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{\"90182\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-04-04 12:00:32.000000+00:00\", \"2020-11-25 17:39:17.000000+00:00\", \"2019-05-02 19:27:03.000000+00:00\"], \"session_ids\": [\"3706d33c-6ee3-44d3-95f9-eac092f588a9\", \"f9813227-a839-41de-9412-d933bc8a993f\", \"d30ccfb7-7bb3-49f9-89b9-cebd0e6f36ee\"], \"total_duration\": 257.0, \"total_sessions\": 3, \"mean_week_duration\": 2.545}, \"51699\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-02-14 20:54:06.000000+00:00\", \"2019-04-18 12:05:53.000000+00:00\"], \"session_ids\": [\"ea506785-70ad-4afa-92b1-fa55e09ccaeb\", \"1fcb596f-7f81-4c7c-b840-9f1e49d8abb7\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 3.705}, \"98494\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-25 05:43:23.000000+00:00\", \"2022-11-27 23:55:02.000000+00:00\", \"2020-02-07 02:53:31.000000+00:00\", \"2020-06-06 22:11:03.000000+00:00\", \"2022-03-20 04:29:04.000000+00:00\", \"2020-11-07 01:26:44.000000+00:00\", \"2021-04-29 23:14:25.000000+00:00\", \"2020-04-01 13:39:50.000000+00:00\", \"2022-07-26 08:36:48.000000+00:00\"], \"session_ids\": [\"94e99e30-e441-47f6-9662-931f22809ed3\", \"afa075a0-7176-42da-9d4b-02b91268f074\", \"c38450b6-2d8c-40bc-bd45-af8453e66c0f\", \"def3efaf-86db-4037-87a7-887ac76f187a\", \"1ae25a8b-87f0-4a2d-9991-262982e4250c\", \"61658480-fe5a-41f5-b750-ecfceb5d6a5c\", \"8cdfd069-e357-4a5a-bed5-447d9f01f4d3\", \"6143caf1-25ea-41b9-bc72-d7e02b630712\", \"03652978-55fd-4415-b12c-9e30b2ddbea2\"], \"total_duration\": 27625.0, \"total_sessions\": 9, \"mean_week_duration\": 187.925}, \"67219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-06 12:59:50.000000+00:00\", \"2022-01-09 15:03:21.000000+00:00\"], \"session_ids\": [\"93c4f067-dea8-4560-a52b-896327168221\", \"43011045-8b01-46bc-b37e-1acbedf1bb4b\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 277.0}, \"92826\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-15 18:14:22.000000+00:00\", \"2020-06-02 15:45:31.000000+00:00\"], \"session_ids\": [\"e13a5794-e54d-430b-8e37-af1ca4bda996\", \"04c4861d-9067-4f95-99f5-d7b1186fe974\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.456}, \"18206\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-03-13 12:42:08.000000+00:00\", \"2022-11-06 21:57:02.000000+00:00\", \"2021-10-04 22:18:27.000000+00:00\", \"2021-02-24 07:29:24.000000+00:00\", \"2020-01-04 20:20:09.000000+00:00\", \"2021-12-28 08:02:06.000000+00:00\"], \"session_ids\": [\"deb27847-90c8-4b57-aefd-63de9401b3c2\", \"c3ee8c0b-33e7-42fd-8364-4fca58863a8d\", \"c0e1ab0b-72ca-426f-81f2-2007237b183c\", \"ae706f05-cb29-4395-b1dc-ee15bd8414b7\", \"928e227e-4a49-487b-a865-31f24b175119\", \"f0d05ae2-228e-41da-9378-41bccd9701f5\"], \"total_duration\": 3306.0, \"total_sessions\": 6, \"mean_week_duration\": 22.188}, \"4993\": {\"keyflows\": {\"Sign In Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-25 10:57:13.000000+00:00\", \"2022-05-28 10:18:24.000000+00:00\", \"2019-01-11 09:21:31.000000+00:00\", \"2022-06-30 11:21:31.000000+00:00\", \"2019-01-20 16:17:15.000000+00:00\", \"2023-03-07 05:43:02.000000+00:00\", \"2019-09-11 20:42:22.000000+00:00\", \"2022-08-07 20:01:26.000000+00:00\", \"2021-03-23 16:14:44.000000+00:00\"], \"session_ids\": [\"9f1edb0e-e527-40a9-bb93-a8ee90cf7174\", \"146100f7-f9e2-4c16-b5f1-13a7d983942a\", \"d115e578-f6e2-4bb2-82d4-200ec1c80795\", \"1d2535b7-3b93-43b5-8564-e5df517d86f3\", \"0909ea87-30ec-45bb-a99c-b533986529f0\", \"7d939267-70a1-47da-a627-21cea7021070\", \"a8fa0de1-4bfc-44a9-b6ca-b3c446917902\", \"fea9d2a6-d66b-4e71-a7aa-3d03d5a452f1\", \"74e85f17-f4ee-4a81-9e4a-094f5bc884c5\"], \"total_duration\": 144.0, \"total_sessions\": 9, \"mean_week_duration\": 0.664}, \"38517\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-09-29 08:44:29.000000+00:00\", \"2022-07-27 20:44:27.000000+00:00\", \"2021-06-07 14:08:06.000000+00:00\"], \"session_ids\": [\"f9bc83c1-077f-4e19-b3c3-9d10677af45b\", \"4ade89f5-2c9f-4776-b0d1-487c01a2528f\", \"98598b45-44c9-4d8b-bcd5-6a1919569772\"], \"total_duration\": 166.0, \"total_sessions\": 3, \"mean_week_duration\": 2.767}, \"37600\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-06-25 15:25:21.000000+00:00\", \"2022-08-18 16:44:18.000000+00:00\"], \"session_ids\": [\"a766907c-8e85-4250-a1bc-87d2fcffe39e\", \"e51db5cf-7acc-430e-82d9-ca833569894a\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.206}, \"24819\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-14 21:47:14.000000+00:00\", \"2021-07-26 06:58:21.000000+00:00\", \"2021-01-12 11:41:22.000000+00:00\", \"2022-07-02 23:21:00.000000+00:00\", \"2022-09-22 14:28:40.000000+00:00\"], \"session_ids\": [\"e4e3dbf6-5f53-44cb-b75f-995d1b35870c\", \"ed90985a-0cad-41bb-ae51-5135249403c8\", \"e969a4cf-73a5-44e6-b630-4f8d55e59d50\", \"4f5ed61f-074f-4cb9-b993-1b46c4356d55\", \"6ccd081e-1ef8-4fef-95cc-88736eadab79\"], \"total_duration\": 45.0, \"total_sessions\": 5, \"mean_week_duration\": 0.31}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\"]]}, \"all_values\": {\"total_sessions\": [[3, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51699\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-02-14 20:54:06.000000+00:00\", \"2019-04-18 12:05:53.000000+00:00\"], \"session_ids\": [\"ea506785-70ad-4afa-92b1-fa55e09ccaeb\", \"1fcb596f-7f81-4c7c-b840-9f1e49d8abb7\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 3.705}, \"67219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-06 12:59:50.000000+00:00\", \"2022-01-09 15:03:21.000000+00:00\"], \"session_ids\": [\"93c4f067-dea8-4560-a52b-896327168221\", \"43011045-8b01-46bc-b37e-1acbedf1bb4b\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 277.0}, \"92826\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-15 18:14:22.000000+00:00\", \"2020-06-02 15:45:31.000000+00:00\"], \"session_ids\": [\"e13a5794-e54d-430b-8e37-af1ca4bda996\", \"04c4861d-9067-4f95-99f5-d7b1186fe974\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.456}, \"37600\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-06-25 15:25:21.000000+00:00\", \"2022-08-18 16:44:18.000000+00:00\"], \"session_ids\": [\"a766907c-8e85-4250-a1bc-87d2fcffe39e\", \"e51db5cf-7acc-430e-82d9-ca833569894a\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.206}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"37600\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-06-25 15:25:21.000000+00:00\", \"2022-08-18 16:44:18.000000+00:00\"], \"session_ids\": [\"a766907c-8e85-4250-a1bc-87d2fcffe39e\", \"e51db5cf-7acc-430e-82d9-ca833569894a\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.206}}, {\"92826\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-15 18:14:22.000000+00:00\", \"2020-06-02 15:45:31.000000+00:00\"], \"session_ids\": [\"e13a5794-e54d-430b-8e37-af1ca4bda996\", \"04c4861d-9067-4f95-99f5-d7b1186fe974\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.456}}, {\"51699\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-02-14 20:54:06.000000+00:00\", \"2019-04-18 12:05:53.000000+00:00\"], \"session_ids\": [\"ea506785-70ad-4afa-92b1-fa55e09ccaeb\", \"1fcb596f-7f81-4c7c-b840-9f1e49d8abb7\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 3.705}}, {\"67219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-06 12:59:50.000000+00:00\", \"2022-01-09 15:03:21.000000+00:00\"], \"session_ids\": [\"93c4f067-dea8-4560-a52b-896327168221\", \"43011045-8b01-46bc-b37e-1acbedf1bb4b\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 277.0}}]\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[{\"37600\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-06-25 15:25:21.000000+00:00\", \"2022-08-18 16:44:18.000000+00:00\"], \"session_ids\": [\"a766907c-8e85-4250-a1bc-87d2fcffe39e\", \"e51db5cf-7acc-430e-82d9-ca833569894a\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.206}}, {\"92826\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-15 18:14:22.000000+00:00\", \"2020-06-02 15:45:31.000000+00:00\"], \"session_ids\": [\"e13a5794-e54d-430b-8e37-af1ca4bda996\", \"04c4861d-9067-4f95-99f5-d7b1186fe974\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.456}}, {\"51699\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-02-14 20:54:06.000000+00:00\", \"2019-04-18 12:05:53.000000+00:00\"], \"session_ids\": [\"ea506785-70ad-4afa-92b1-fa55e09ccaeb\", \"1fcb596f-7f81-4c7c-b840-9f1e49d8abb7\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 3.705}}, {\"67219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-06 12:59:50.000000+00:00\", \"2022-01-09 15:03:21.000000+00:00\"], \"session_ids\": [\"93c4f067-dea8-4560-a52b-896327168221\", \"43011045-8b01-46bc-b37e-1acbedf1bb4b\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 277.0}}]\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[{\"37600\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-06-25 15:25:21.000000+00:00\", \"2022-08-18 16:44:18.000000+00:00\"], \"session_ids\": [\"a766907c-8e85-4250-a1bc-87d2fcffe39e\", \"e51db5cf-7acc-430e-82d9-ca833569894a\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.206}}, {\"92826\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-09-15 18:14:22.000000+00:00\", \"2020-06-02 15:45:31.000000+00:00\"], \"session_ids\": [\"e13a5794-e54d-430b-8e37-af1ca4bda996\", \"04c4861d-9067-4f95-99f5-d7b1186fe974\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.456}}, {\"51699\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-02-14 20:54:06.000000+00:00\", \"2019-04-18 12:05:53.000000+00:00\"], \"session_ids\": [\"ea506785-70ad-4afa-92b1-fa55e09ccaeb\", \"1fcb596f-7f81-4c7c-b840-9f1e49d8abb7\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 3.705}}, {\"67219\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-06 12:59:50.000000+00:00\", \"2022-01-09 15:03:21.000000+00:00\"], \"session_ids\": [\"93c4f067-dea8-4560-a52b-896327168221\", \"43011045-8b01-46bc-b37e-1acbedf1bb4b\"], \"total_duration\": 277.0, \"total_sessions\": 2, \"mean_week_duration\": 277.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me users pieces of information who have duration total greater than 583 (not including) plus do sorting by site usage time per week in ascending + provide me only with 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49774\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-07-29 16:33:39.000000+00:00\", \"2022-03-15 14:17:48.000000+00:00\"], \"session_ids\": [\"717ff375-7cf4-4b03-9284-bee1fcdd1e3d\", \"e3ab19cb-9127-4403-978b-c081bf2d2c53\"], \"total_duration\": 220.0, \"total_sessions\": 2, \"mean_week_duration\": 6.667}, \"97472\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-11-14 19:58:31.000000+00:00\", \"2020-11-29 09:29:33.000000+00:00\"], \"session_ids\": [\"d4f8a2c1-9ca7-48c7-bf64-e1dcabfeca6e\", \"21793396-ca50-4a21-8ec4-61d22e03d204\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 0.505}, \"37809\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-12-20 09:49:05.000000+00:00\", \"2019-01-01 22:39:15.000000+00:00\"], \"session_ids\": [\"884062b0-021c-480b-bdf3-89fee5857499\", \"7ef0df37-7f13-435d-95f4-957bcb24a9ed\"], \"total_duration\": 186.0, \"total_sessions\": 2, \"mean_week_duration\": 3.647}, \"2943\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-05 11:14:59.000000+00:00\", \"2022-09-28 16:41:00.000000+00:00\"], \"session_ids\": [\"5e764639-d972-480a-aa30-97a6fccf09fb\", \"0b363522-a7e2-464b-a998-06f0d06fa0fa\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.089}, \"24049\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-03-03 04:23:34.000000+00:00\", \"2021-05-13 12:39:50.000000+00:00\", \"2019-06-02 09:25:55.000000+00:00\"], \"session_ids\": [\"0f95e249-8a89-4de2-a3c2-a4c8b368444b\", \"372ae9eb-0f5c-48d4-a52f-e84e9f473148\", \"942ae2ed-8428-4dab-bdcb-45ff8ad82763\"], \"total_duration\": 118.0, \"total_sessions\": 3, \"mean_week_duration\": 1.157}, \"96430\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-08-10 19:09:51.000000+00:00\", \"2023-01-11 11:38:01.000000+00:00\", \"2022-02-22 02:55:38.000000+00:00\"], \"session_ids\": [\"e9310df3-ab9b-4284-94c2-cae0ab91bd9a\", \"f1fd5c18-0419-43f3-937a-b1663ad7d63b\", \"c3f606d0-df5b-4b6d-8f50-1a263c73d92c\"], \"total_duration\": 1087.0, \"total_sessions\": 3, \"mean_week_duration\": 23.128}, \"65520\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-01-19 11:20:00.000000+00:00\", \"2021-06-23 09:25:22.000000+00:00\"], \"session_ids\": [\"2c4b432f-a478-4675-bb23-a2ae896d9079\", \"95b3b2a9-6bde-42dd-bc16-fa7bbc2048f3\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 1.573}, \"38317\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-02-19 10:29:04.000000+00:00\", \"2022-04-16 14:33:51.000000+00:00\", \"2021-07-17 14:53:02.000000+00:00\", \"2022-02-26 03:50:36.000000+00:00\"], \"session_ids\": [\"2196aedc-6927-43d2-93a7-b2c143275ef1\", \"c0a2d69d-df41-4c09-87fc-94fe9a327c3d\", \"253ad125-09af-4b48-950e-5fb328a3f556\", \"59003852-73a6-49ad-a7c4-3142033b2600\"], \"total_duration\": 536.0, \"total_sessions\": 4, \"mean_week_duration\": 4.743}, \"28812\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2020-06-18 05:49:21.000000+00:00\", \"2020-12-17 10:09:49.000000+00:00\", \"2022-12-02 06:07:52.000000+00:00\"], \"session_ids\": [\"2cf87b0e-c895-4426-8150-9a9b415e41de\", \"5fdc2478-67d5-42bb-b3b8-52fa2c0057f1\", \"a6856739-1fa6-4a8e-b7de-3ef46b645df7\"], \"total_duration\": 98.0, \"total_sessions\": 3, \"mean_week_duration\": 0.76}, \"65281\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-07-05 10:25:55.000000+00:00\", \"2020-01-24 22:28:34.000000+00:00\", \"2022-08-31 14:52:08.000000+00:00\", \"2023-01-26 14:54:05.000000+00:00\"], \"session_ids\": [\"1bca2343-b959-4594-b144-953194324531\", \"af02ea0c-c432-475f-a6ad-ae063d33486b\", \"a076f5f2-d5c7-4574-bb8c-802434e1ab5f\", \"d6c9bcdf-fb77-4f56-a350-09a0249ebc3d\"], \"total_duration\": 204.0, \"total_sessions\": 4, \"mean_week_duration\": 1.299}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are greater than 583"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[583, 3664]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"96430\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-08-10 19:09:51.000000+00:00\", \"2023-01-11 11:38:01.000000+00:00\", \"2022-02-22 02:55:38.000000+00:00\"], \"session_ids\": [\"e9310df3-ab9b-4284-94c2-cae0ab91bd9a\", \"f1fd5c18-0419-43f3-937a-b1663ad7d63b\", \"c3f606d0-df5b-4b6d-8f50-1a263c73d92c\"], \"total_duration\": 1087.0, \"total_sessions\": 3, \"mean_week_duration\": 23.128}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"96430\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-08-10 19:09:51.000000+00:00\", \"2023-01-11 11:38:01.000000+00:00\", \"2022-02-22 02:55:38.000000+00:00\"], \"session_ids\": [\"e9310df3-ab9b-4284-94c2-cae0ab91bd9a\", \"f1fd5c18-0419-43f3-937a-b1663ad7d63b\", \"c3f606d0-df5b-4b6d-8f50-1a263c73d92c\"], \"total_duration\": 1087.0, \"total_sessions\": 3, \"mean_week_duration\": 23.128}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"96430\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-08-10 19:09:51.000000+00:00\", \"2023-01-11 11:38:01.000000+00:00\", \"2022-02-22 02:55:38.000000+00:00\"], \"session_ids\": [\"e9310df3-ab9b-4284-94c2-cae0ab91bd9a\", \"f1fd5c18-0419-43f3-937a-b1663ad7d63b\", \"c3f606d0-df5b-4b6d-8f50-1a263c73d92c\"], \"total_duration\": 1087.0, \"total_sessions\": 3, \"mean_week_duration\": 23.128}}]\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[{\"96430\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2022-08-10 19:09:51.000000+00:00\", \"2023-01-11 11:38:01.000000+00:00\", \"2022-02-22 02:55:38.000000+00:00\"], \"session_ids\": [\"e9310df3-ab9b-4284-94c2-cae0ab91bd9a\", \"f1fd5c18-0419-43f3-937a-b1663ad7d63b\", \"c3f606d0-df5b-4b6d-8f50-1a263c73d92c\"], \"total_duration\": 1087.0, \"total_sessions\": 3, \"mean_week_duration\": 23.128}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding 6 users whose aver of time using the app per week is smaller than 47 (not including) and bigger than 14 (not including) also apply sorting by total sessions in asc and save only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12427\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-04-07 20:13:42.000000+00:00\", \"2020-06-15 15:02:24.000000+00:00\"], \"session_ids\": [\"527dca8e-2933-41f6-8fec-8f4347d4b6cf\", \"39caca06-3c2e-4b4f-b821-b07d5fffa8b5\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 2.093}, \"25565\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-11-10 07:17:33.000000+00:00\", \"2020-10-10 00:53:16.000000+00:00\"], \"session_ids\": [\"32a265bf-840a-4b08-9d47-568f19d7d255\", \"7c687194-3130-4c69-ab52-30c965280f06\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.375}, \"80234\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-17 07:28:37.000000+00:00\", \"2022-10-12 14:00:37.000000+00:00\", \"2021-11-24 16:31:44.000000+00:00\", \"2019-11-21 15:04:01.000000+00:00\", \"2020-01-14 05:28:36.000000+00:00\", \"2020-12-15 23:54:59.000000+00:00\", \"2019-07-17 13:36:16.000000+00:00\", \"2019-06-05 17:42:46.000000+00:00\", \"2022-01-27 01:31:52.000000+00:00\"], \"session_ids\": [\"2d472f36-dd31-4961-ad45-5859aa0753d3\", \"82d39889-ab51-4a16-b2ee-f7a9b3573453\", \"33929904-391b-42be-ba46-0e575677afca\", \"b7252528-6dbb-46dc-9e52-54167ed2c09b\", \"5165a6a8-cb6b-484c-b792-88a33042c548\", \"0014483a-15c7-4fd8-87f2-6c5c9f07a78d\", \"510fe0f4-867e-4e2c-9158-a695f8769e69\", \"d7510c07-ec11-4960-af45-f85a69c4d8f4\", \"55b5ffe9-371d-45a6-82da-c7d8324f6191\"], \"total_duration\": 6104.0, \"total_sessions\": 9, \"mean_week_duration\": 34.682}, \"6177\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-12-29 05:06:04.000000+00:00\", \"2020-02-25 04:56:22.000000+00:00\", \"2021-12-07 17:09:51.000000+00:00\", \"2022-09-01 20:53:00.000000+00:00\"], \"session_ids\": [\"1f562020-a971-427f-82a2-bff9033e6e7c\", \"e5b9ad10-bcb0-4f77-a234-21977d50822e\", \"9a578ae0-7529-4890-9a3d-bd9ceb10b3d4\", \"6da4e692-19e3-42d0-b86c-1cb441f47d1f\"], \"total_duration\": 1144.0, \"total_sessions\": 4, \"mean_week_duration\": 8.667}, \"83565\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-02-01 04:56:26.000000+00:00\", \"2019-03-23 15:17:32.000000+00:00\", \"2022-02-09 23:14:29.000000+00:00\", \"2021-01-02 14:53:54.000000+00:00\", \"2021-05-30 14:21:29.000000+00:00\", \"2020-03-25 06:52:55.000000+00:00\", \"2023-03-03 04:01:35.000000+00:00\", \"2020-06-01 13:53:45.000000+00:00\"], \"session_ids\": [\"e1b6c436-365e-4ab5-9b27-609db57ddb92\", \"750325aa-45dc-4a88-94c3-8fa774d73838\", \"f14b9846-23e0-49c1-89d4-5ccd863e73f8\", \"0f973b88-63fe-4ddb-b187-d1f7629e05b0\", \"ebe87dda-7ae4-4d90-b414-b23a3e794d17\", \"845edbd6-e8e5-4ad1-b506-918038975fb7\", \"31573481-bde2-4917-8999-8cbd65ce9796\", \"58c4c0a2-e879-4901-9199-131822485e6c\"], \"total_duration\": 14851.0, \"total_sessions\": 8, \"mean_week_duration\": 72.092}, \"71162\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-03-10 22:15:31.000000+00:00\", \"2020-06-08 02:49:16.000000+00:00\"], \"session_ids\": [\"c249e66b-3795-4949-9b85-68bbc1acd989\", \"170f316e-a846-4732-b15b-27766a39a187\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 2.3}, \"94657\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-29 22:35:09.000000+00:00\", \"2023-02-09 19:17:20.000000+00:00\", \"2022-07-19 08:38:23.000000+00:00\", \"2021-11-26 11:06:01.000000+00:00\", \"2022-12-09 02:54:33.000000+00:00\", \"2019-07-17 17:54:43.000000+00:00\"], \"session_ids\": [\"fd2dc6c5-660d-4845-b50c-eb2964c8fa49\", \"c1452044-7ab1-4c23-8f89-97449a77bb94\", \"ae936181-6bfc-4a52-a990-2f35d7a50a20\", \"39bc0420-55a0-4331-932f-f3fe736a620c\", \"dea2f1b9-db80-4c07-a9db-876ae9d7a3af\", \"8c91c23b-0114-4a12-9646-d913c63bd4a6\"], \"total_duration\": 1280.0, \"total_sessions\": 6, \"mean_week_duration\": 6.845}, \"14851\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-13 15:49:49.000000+00:00\", \"2023-06-30 15:34:33.000000+00:00\"], \"session_ids\": [\"87cd7af7-d7a9-4b01-aa17-c908d8dc72fa\", \"1d183d3a-a02d-4e4b-a79b-4fb234cec0f8\"], \"total_duration\": 98.0, \"total_sessions\": 2, \"mean_week_duration\": 2.333}, \"19528\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-08-16 18:55:06.000000+00:00\", \"2023-04-15 19:06:30.000000+00:00\"], \"session_ids\": [\"a813b343-e671-4706-944b-cf523ea29bae\", \"58bd5e35-fed8-4094-8c42-3d59f03e1de0\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 0.786}, \"71401\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-06-30 16:17:11.000000+00:00\", \"2023-05-28 02:22:40.000000+00:00\"], \"session_ids\": [\"a9ac4227-f8d3-43e2-beb5-ff3bdab11518\", \"e5ea48c7-930b-4a6e-be3e-1f3546a0d22a\"], \"total_duration\": 155.0, \"total_sessions\": 2, \"mean_week_duration\": 1.02}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 14 and are less than 47"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[14, 47]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80234\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-17 07:28:37.000000+00:00\", \"2022-10-12 14:00:37.000000+00:00\", \"2021-11-24 16:31:44.000000+00:00\", \"2019-11-21 15:04:01.000000+00:00\", \"2020-01-14 05:28:36.000000+00:00\", \"2020-12-15 23:54:59.000000+00:00\", \"2019-07-17 13:36:16.000000+00:00\", \"2019-06-05 17:42:46.000000+00:00\", \"2022-01-27 01:31:52.000000+00:00\"], \"session_ids\": [\"2d472f36-dd31-4961-ad45-5859aa0753d3\", \"82d39889-ab51-4a16-b2ee-f7a9b3573453\", \"33929904-391b-42be-ba46-0e575677afca\", \"b7252528-6dbb-46dc-9e52-54167ed2c09b\", \"5165a6a8-cb6b-484c-b792-88a33042c548\", \"0014483a-15c7-4fd8-87f2-6c5c9f07a78d\", \"510fe0f4-867e-4e2c-9158-a695f8769e69\", \"d7510c07-ec11-4960-af45-f85a69c4d8f4\", \"55b5ffe9-371d-45a6-82da-c7d8324f6191\"], \"total_duration\": 6104.0, \"total_sessions\": 9, \"mean_week_duration\": 34.682}}\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[{\"80234\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-17 07:28:37.000000+00:00\", \"2022-10-12 14:00:37.000000+00:00\", \"2021-11-24 16:31:44.000000+00:00\", \"2019-11-21 15:04:01.000000+00:00\", \"2020-01-14 05:28:36.000000+00:00\", \"2020-12-15 23:54:59.000000+00:00\", \"2019-07-17 13:36:16.000000+00:00\", \"2019-06-05 17:42:46.000000+00:00\", \"2022-01-27 01:31:52.000000+00:00\"], \"session_ids\": [\"2d472f36-dd31-4961-ad45-5859aa0753d3\", \"82d39889-ab51-4a16-b2ee-f7a9b3573453\", \"33929904-391b-42be-ba46-0e575677afca\", \"b7252528-6dbb-46dc-9e52-54167ed2c09b\", \"5165a6a8-cb6b-484c-b792-88a33042c548\", \"0014483a-15c7-4fd8-87f2-6c5c9f07a78d\", \"510fe0f4-867e-4e2c-9158-a695f8769e69\", \"d7510c07-ec11-4960-af45-f85a69c4d8f4\", \"55b5ffe9-371d-45a6-82da-c7d8324f6191\"], \"total_duration\": 6104.0, \"total_sessions\": 9, \"mean_week_duration\": 34.682}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80234\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-17 07:28:37.000000+00:00\", \"2022-10-12 14:00:37.000000+00:00\", \"2021-11-24 16:31:44.000000+00:00\", \"2019-11-21 15:04:01.000000+00:00\", \"2020-01-14 05:28:36.000000+00:00\", \"2020-12-15 23:54:59.000000+00:00\", \"2019-07-17 13:36:16.000000+00:00\", \"2019-06-05 17:42:46.000000+00:00\", \"2022-01-27 01:31:52.000000+00:00\"], \"session_ids\": [\"2d472f36-dd31-4961-ad45-5859aa0753d3\", \"82d39889-ab51-4a16-b2ee-f7a9b3573453\", \"33929904-391b-42be-ba46-0e575677afca\", \"b7252528-6dbb-46dc-9e52-54167ed2c09b\", \"5165a6a8-cb6b-484c-b792-88a33042c548\", \"0014483a-15c7-4fd8-87f2-6c5c9f07a78d\", \"510fe0f4-867e-4e2c-9158-a695f8769e69\", \"d7510c07-ec11-4960-af45-f85a69c4d8f4\", \"55b5ffe9-371d-45a6-82da-c7d8324f6191\"], \"total_duration\": 6104.0, \"total_sessions\": 9, \"mean_week_duration\": 34.682}}]\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[{\"80234\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-10-17 07:28:37.000000+00:00\", \"2022-10-12 14:00:37.000000+00:00\", \"2021-11-24 16:31:44.000000+00:00\", \"2019-11-21 15:04:01.000000+00:00\", \"2020-01-14 05:28:36.000000+00:00\", \"2020-12-15 23:54:59.000000+00:00\", \"2019-07-17 13:36:16.000000+00:00\", \"2019-06-05 17:42:46.000000+00:00\", \"2022-01-27 01:31:52.000000+00:00\"], \"session_ids\": [\"2d472f36-dd31-4961-ad45-5859aa0753d3\", \"82d39889-ab51-4a16-b2ee-f7a9b3573453\", \"33929904-391b-42be-ba46-0e575677afca\", \"b7252528-6dbb-46dc-9e52-54167ed2c09b\", \"5165a6a8-cb6b-484c-b792-88a33042c548\", \"0014483a-15c7-4fd8-87f2-6c5c9f07a78d\", \"510fe0f4-867e-4e2c-9158-a695f8769e69\", \"d7510c07-ec11-4960-af45-f85a69c4d8f4\", \"55b5ffe9-371d-45a6-82da-c7d8324f6191\"], \"total_duration\": 6104.0, \"total_sessions\": 9, \"mean_week_duration\": 34.682}}]\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 users whose total amount of duration is same as 732 and in addition do sorting by overall total sessions form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"10359\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-09 20:03:42.000000+00:00\", \"2021-07-20 17:45:14.000000+00:00\"], \"session_ids\": [\"fa4216be-186e-4f62-ba79-96e760567b48\", \"348a1211-dbfd-4281-8704-fb6433cc0430\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 6.88}, \"14197\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-02-17 05:28:07.000000+00:00\", \"2023-03-01 12:07:41.000000+00:00\"], \"session_ids\": [\"6c2ec780-91c6-4ec1-ba50-5af8a717c9e6\", \"28c64827-1919-4723-8754-84d700d394b5\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 1.374}, \"80192\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-08-20 09:47:40.000000+00:00\", \"2020-10-03 22:03:07.000000+00:00\"], \"session_ids\": [\"d8fd1e7f-f364-405d-a862-e17e74688657\", \"3046887c-ac6e-4838-95a9-8c370960e282\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.348}, \"77807\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-08-05 02:23:06.000000+00:00\", \"2022-01-19 13:04:30.000000+00:00\", \"2022-05-24 09:21:01.000000+00:00\"], \"session_ids\": [\"26a79c88-eebb-4b02-a2a0-2f00c1f02bd8\", \"065183bc-627f-469a-b8fb-15804e6946f7\", \"f3fa467a-d565-4129-9dbc-80021fefd522\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 1.071}, \"23998\": {\"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\": 1, \"Change Skin Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-07 00:40:04.000000+00:00\", \"2021-10-22 10:22:33.000000+00:00\", \"2022-05-12 00:37:13.000000+00:00\", \"2019-10-31 00:37:17.000000+00:00\", \"2019-06-17 17:09:42.000000+00:00\"], \"session_ids\": [\"69e77e3b-0561-45bb-a7a8-eddc3d7e913c\", \"c61e9467-d4c6-4ff3-adce-34fb28317841\", \"912e59d1-69c1-4052-889a-e045173e2205\", \"686fc5a3-c406-4f97-9c9f-5e0625fa6ed7\", \"9d6f52dc-1982-4a4d-935d-b4733a131bb1\"], \"total_duration\": 50.0, \"total_sessions\": 5, \"mean_week_duration\": 0.329}, \"10387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-04-21 22:36:10.000000+00:00\", \"2022-07-21 03:29:37.000000+00:00\"], \"session_ids\": [\"c42b624c-a05f-48a0-ab93-75f8356aa14c\", \"738d670d-0f57-444a-8ab2-cc71b30a2204\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 1.265}, \"61068\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-08-17 10:52:28.000000+00:00\", \"2022-05-01 12:36:06.000000+00:00\", \"2021-12-13 20:02:58.000000+00:00\", \"2021-05-30 16:27:56.000000+00:00\", \"2019-05-02 22:49:20.000000+00:00\", \"2021-05-09 22:23:41.000000+00:00\"], \"session_ids\": [\"e1ae9521-79dd-40ec-88a7-54743bfbf949\", \"45d7ec99-6c88-4238-a614-e604738863bc\", \"02c51e2e-bd65-437f-893e-51a92749c2e4\", \"4a0f1082-c2cf-4f61-8cd3-5df191b50e8c\", \"3f89bea8-76ef-4056-bf39-ce860d15848b\", \"d008eb2b-f16f-48b8-a2e3-517ffcd4d707\"], \"total_duration\": 5454.0, \"total_sessions\": 6, \"mean_week_duration\": 34.739}, \"43673\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-08-04 10:56:31.000000+00:00\", \"2022-09-25 14:22:17.000000+00:00\"], \"session_ids\": [\"cba1ef57-9263-47fb-bb8a-c733f2185cbd\", \"b73e4f1d-c527-4796-98fe-28ef7b323232\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 1.433}, \"60387\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-14 19:54:13.000000+00:00\", \"2020-11-08 23:50:34.000000+00:00\"], \"session_ids\": [\"53a7cf3e-b84d-4f01-ae79-648bec172afe\", \"e4d666c1-68f1-437d-bd63-f1ae28846a11\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 6.654}, \"15605\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-08-02 21:01:43.000000+00:00\", \"2020-03-27 13:35:19.000000+00:00\", \"2021-01-07 12:58:15.000000+00:00\", \"2022-11-17 22:07:20.000000+00:00\", \"2019-11-19 08:56:22.000000+00:00\"], \"session_ids\": [\"6cce466f-8801-490e-9773-395ef41af3b6\", \"300e098e-3b35-468e-9958-9ddb00e2df10\", \"e43318ee-0dbd-443b-921d-39bb792ba329\", \"444fd13f-3528-4faf-b2d4-08eab0011e35\", \"b849c1a2-ab79-49b5-82a8-d45647d54c41\"], \"total_duration\": 599.0, \"total_sessions\": 5, \"mean_week_duration\": 3.815}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are 732"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[732, 4907]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about 5 users with a sessions total that is above 7 and below 3 additionaly implement sorting by site usage time per week in ascending."
}
] |
[
{
"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{\"80001\": {\"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\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-25 10:47:16.000000+00:00\", \"2020-07-19 17:01:34.000000+00:00\"], \"session_ids\": [\"f9e4283d-7fbd-472d-b5be-fba052d9e917\", \"570ed061-d5a3-400e-a9f9-a61d59f2334c\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 1.077}, \"6512\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-16 14:11:49.000000+00:00\", \"2023-03-27 11:39:16.000000+00:00\"], \"session_ids\": [\"e88f45ab-886b-4d7a-b1fc-29e14a24a675\", \"0bf7b3e3-d48b-4506-84b0-eddc6d4b98d3\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.875}, \"7527\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-31 17:22:47.000000+00:00\", \"2023-02-13 08:46:02.000000+00:00\"], \"session_ids\": [\"d50c04f6-9132-4ddf-b84a-199f219799e4\", \"1860966b-07fd-4b27-b569-97a61eb275fe\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.358}, \"99728\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-04 09:58:19.000000+00:00\", \"2019-02-07 11:43:16.000000+00:00\", \"2019-01-05 18:54:08.000000+00:00\"], \"session_ids\": [\"212dab55-3d18-4f3f-8919-af8e4205e8a2\", \"aee757af-6b8e-4768-a955-7844ea183aea\", \"e982b6e4-867d-45a5-9771-4710169d5b00\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 66.889}, \"64335\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-29 15:29:51.000000+00:00\", \"2021-09-27 14:10:24.000000+00:00\", \"2020-11-18 15:50:33.000000+00:00\", \"2021-09-04 18:17:20.000000+00:00\", \"2020-11-16 18:40:48.000000+00:00\", \"2021-09-13 17:11:41.000000+00:00\", \"2020-01-11 21:09:31.000000+00:00\"], \"session_ids\": [\"858ccf62-6606-44b8-aa92-b659700b1bc9\", \"761f1810-be8b-4a36-a96b-fed547903a62\", \"bb396423-5ca9-4e37-916f-2313fb8c78c5\", \"24c36527-b4e4-4196-b652-761feb3fda2b\", \"b10b7aff-cf84-4525-bf47-2ad59c73ed4d\", \"025ef59b-91a7-48bd-8ab7-9dafd671e09f\", \"d0aa3dce-43f5-4a57-b3f1-68d4a303ef3f\"], \"total_duration\": 686.0, \"total_sessions\": 7, \"mean_week_duration\": 3.988}, \"8911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-19 12:41:32.000000+00:00\", \"2022-08-24 14:37:58.000000+00:00\"], \"session_ids\": [\"36043f11-935e-484e-849c-2ae4d2814b21\", \"584f0e55-6a12-43b1-887a-a9be8ac690a6\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}, \"99785\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2021-06-04 11:45:26.000000+00:00\", \"2019-12-03 09:11:16.000000+00:00\", \"2022-08-26 04:22:56.000000+00:00\", \"2020-05-27 04:40:14.000000+00:00\", \"2019-12-03 12:34:05.000000+00:00\"], \"session_ids\": [\"528488a3-d03f-4735-978a-22c496ffff73\", \"b0e16981-6fc2-44bd-b8f0-8f3476dd52a6\", \"43f7e1d6-1643-4201-9a25-4c163466b4cc\", \"41195459-50d1-4895-b5a3-e15a3538bc29\", \"b0281972-fe19-43a6-ad55-2070151f3c0d\"], \"total_duration\": 1960.0, \"total_sessions\": 5, \"mean_week_duration\": 13.706}, \"33085\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-30 04:37:44.000000+00:00\", \"2021-09-07 18:22:00.000000+00:00\"], \"session_ids\": [\"1c2e08fc-5ae7-4f7c-bd90-f2ac80a0dd10\", \"1b9599c2-47ca-4e51-b843-6b04fed7d6fa\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 1.418}, \"30007\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-03-05 14:47:48.000000+00:00\", \"2021-03-17 00:06:09.000000+00:00\", \"2019-09-06 05:11:56.000000+00:00\", \"2020-04-03 06:00:00.000000+00:00\", \"2021-02-22 04:17:27.000000+00:00\", \"2019-06-27 10:27:03.000000+00:00\"], \"session_ids\": [\"9f4e902e-d51f-407b-8869-b85c453e9e3b\", \"76e1fde1-e8f0-4969-ab56-7b55efa73200\", \"2b0e1624-c3ec-4ef4-b628-eb83a58b87cc\", \"c71cd3fd-2ecd-4523-87ee-95047b4f0a68\", \"08bd1597-9a8d-412c-af71-9089b940e267\", \"66470e31-e63e-4a23-aa95-4661e1bc3411\"], \"total_duration\": 5021.0, \"total_sessions\": 6, \"mean_week_duration\": 55.789}, \"19344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-01-04 06:26:16.000000+00:00\", \"2022-03-03 08:18:17.000000+00:00\"], \"session_ids\": [\"87ee5b37-03be-4c94-878b-ac19c8dd2b83\", \"0caab9ed-1247-4e73-a96c-464151d5f09e\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 6.59}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 3 and are equal or greater than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[3, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80001\": {\"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\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-25 10:47:16.000000+00:00\", \"2020-07-19 17:01:34.000000+00:00\"], \"session_ids\": [\"f9e4283d-7fbd-472d-b5be-fba052d9e917\", \"570ed061-d5a3-400e-a9f9-a61d59f2334c\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 1.077}, \"6512\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-16 14:11:49.000000+00:00\", \"2023-03-27 11:39:16.000000+00:00\"], \"session_ids\": [\"e88f45ab-886b-4d7a-b1fc-29e14a24a675\", \"0bf7b3e3-d48b-4506-84b0-eddc6d4b98d3\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.875}, \"7527\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-31 17:22:47.000000+00:00\", \"2023-02-13 08:46:02.000000+00:00\"], \"session_ids\": [\"d50c04f6-9132-4ddf-b84a-199f219799e4\", \"1860966b-07fd-4b27-b569-97a61eb275fe\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.358}, \"99728\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-04 09:58:19.000000+00:00\", \"2019-02-07 11:43:16.000000+00:00\", \"2019-01-05 18:54:08.000000+00:00\"], \"session_ids\": [\"212dab55-3d18-4f3f-8919-af8e4205e8a2\", \"aee757af-6b8e-4768-a955-7844ea183aea\", \"e982b6e4-867d-45a5-9771-4710169d5b00\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 66.889}, \"8911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-19 12:41:32.000000+00:00\", \"2022-08-24 14:37:58.000000+00:00\"], \"session_ids\": [\"36043f11-935e-484e-849c-2ae4d2814b21\", \"584f0e55-6a12-43b1-887a-a9be8ac690a6\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}, \"33085\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-30 04:37:44.000000+00:00\", \"2021-09-07 18:22:00.000000+00:00\"], \"session_ids\": [\"1c2e08fc-5ae7-4f7c-bd90-f2ac80a0dd10\", \"1b9599c2-47ca-4e51-b843-6b04fed7d6fa\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 1.418}, \"19344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-01-04 06:26:16.000000+00:00\", \"2022-03-03 08:18:17.000000+00:00\"], \"session_ids\": [\"87ee5b37-03be-4c94-878b-ac19c8dd2b83\", \"0caab9ed-1247-4e73-a96c-464151d5f09e\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 6.59}, \"64335\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-29 15:29:51.000000+00:00\", \"2021-09-27 14:10:24.000000+00:00\", \"2020-11-18 15:50:33.000000+00:00\", \"2021-09-04 18:17:20.000000+00:00\", \"2020-11-16 18:40:48.000000+00:00\", \"2021-09-13 17:11:41.000000+00:00\", \"2020-01-11 21:09:31.000000+00:00\"], \"session_ids\": [\"858ccf62-6606-44b8-aa92-b659700b1bc9\", \"761f1810-be8b-4a36-a96b-fed547903a62\", \"bb396423-5ca9-4e37-916f-2313fb8c78c5\", \"24c36527-b4e4-4196-b652-761feb3fda2b\", \"b10b7aff-cf84-4525-bf47-2ad59c73ed4d\", \"025ef59b-91a7-48bd-8ab7-9dafd671e09f\", \"d0aa3dce-43f5-4a57-b3f1-68d4a303ef3f\"], \"total_duration\": 686.0, \"total_sessions\": 7, \"mean_week_duration\": 3.988}}\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[{\"8911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-19 12:41:32.000000+00:00\", \"2022-08-24 14:37:58.000000+00:00\"], \"session_ids\": [\"36043f11-935e-484e-849c-2ae4d2814b21\", \"584f0e55-6a12-43b1-887a-a9be8ac690a6\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}}, {\"7527\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-31 17:22:47.000000+00:00\", \"2023-02-13 08:46:02.000000+00:00\"], \"session_ids\": [\"d50c04f6-9132-4ddf-b84a-199f219799e4\", \"1860966b-07fd-4b27-b569-97a61eb275fe\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.358}}, {\"6512\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-16 14:11:49.000000+00:00\", \"2023-03-27 11:39:16.000000+00:00\"], \"session_ids\": [\"e88f45ab-886b-4d7a-b1fc-29e14a24a675\", \"0bf7b3e3-d48b-4506-84b0-eddc6d4b98d3\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.875}}, {\"80001\": {\"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\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-25 10:47:16.000000+00:00\", \"2020-07-19 17:01:34.000000+00:00\"], \"session_ids\": [\"f9e4283d-7fbd-472d-b5be-fba052d9e917\", \"570ed061-d5a3-400e-a9f9-a61d59f2334c\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 1.077}}, {\"33085\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-30 04:37:44.000000+00:00\", \"2021-09-07 18:22:00.000000+00:00\"], \"session_ids\": [\"1c2e08fc-5ae7-4f7c-bd90-f2ac80a0dd10\", \"1b9599c2-47ca-4e51-b843-6b04fed7d6fa\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 1.418}}, {\"64335\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-29 15:29:51.000000+00:00\", \"2021-09-27 14:10:24.000000+00:00\", \"2020-11-18 15:50:33.000000+00:00\", \"2021-09-04 18:17:20.000000+00:00\", \"2020-11-16 18:40:48.000000+00:00\", \"2021-09-13 17:11:41.000000+00:00\", \"2020-01-11 21:09:31.000000+00:00\"], \"session_ids\": [\"858ccf62-6606-44b8-aa92-b659700b1bc9\", \"761f1810-be8b-4a36-a96b-fed547903a62\", \"bb396423-5ca9-4e37-916f-2313fb8c78c5\", \"24c36527-b4e4-4196-b652-761feb3fda2b\", \"b10b7aff-cf84-4525-bf47-2ad59c73ed4d\", \"025ef59b-91a7-48bd-8ab7-9dafd671e09f\", \"d0aa3dce-43f5-4a57-b3f1-68d4a303ef3f\"], \"total_duration\": 686.0, \"total_sessions\": 7, \"mean_week_duration\": 3.988}}, {\"19344\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-01-04 06:26:16.000000+00:00\", \"2022-03-03 08:18:17.000000+00:00\"], \"session_ids\": [\"87ee5b37-03be-4c94-878b-ac19c8dd2b83\", \"0caab9ed-1247-4e73-a96c-464151d5f09e\"], \"total_duration\": 402.0, \"total_sessions\": 2, \"mean_week_duration\": 6.59}}, {\"99728\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-04 09:58:19.000000+00:00\", \"2019-02-07 11:43:16.000000+00:00\", \"2019-01-05 18:54:08.000000+00:00\"], \"session_ids\": [\"212dab55-3d18-4f3f-8919-af8e4205e8a2\", \"aee757af-6b8e-4768-a955-7844ea183aea\", \"e982b6e4-867d-45a5-9771-4710169d5b00\"], \"total_duration\": 602.0, \"total_sessions\": 3, \"mean_week_duration\": 66.889}}]\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[{\"8911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-19 12:41:32.000000+00:00\", \"2022-08-24 14:37:58.000000+00:00\"], \"session_ids\": [\"36043f11-935e-484e-849c-2ae4d2814b21\", \"584f0e55-6a12-43b1-887a-a9be8ac690a6\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}}, {\"7527\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-31 17:22:47.000000+00:00\", \"2023-02-13 08:46:02.000000+00:00\"], \"session_ids\": [\"d50c04f6-9132-4ddf-b84a-199f219799e4\", \"1860966b-07fd-4b27-b569-97a61eb275fe\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.358}}, {\"6512\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-16 14:11:49.000000+00:00\", \"2023-03-27 11:39:16.000000+00:00\"], \"session_ids\": [\"e88f45ab-886b-4d7a-b1fc-29e14a24a675\", \"0bf7b3e3-d48b-4506-84b0-eddc6d4b98d3\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.875}}, {\"80001\": {\"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\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-25 10:47:16.000000+00:00\", \"2020-07-19 17:01:34.000000+00:00\"], \"session_ids\": [\"f9e4283d-7fbd-472d-b5be-fba052d9e917\", \"570ed061-d5a3-400e-a9f9-a61d59f2334c\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 1.077}}, {\"33085\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-30 04:37:44.000000+00:00\", \"2021-09-07 18:22:00.000000+00:00\"], \"session_ids\": [\"1c2e08fc-5ae7-4f7c-bd90-f2ac80a0dd10\", \"1b9599c2-47ca-4e51-b843-6b04fed7d6fa\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 1.418}}]\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[{\"8911\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-03-19 12:41:32.000000+00:00\", \"2022-08-24 14:37:58.000000+00:00\"], \"session_ids\": [\"36043f11-935e-484e-849c-2ae4d2814b21\", \"584f0e55-6a12-43b1-887a-a9be8ac690a6\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.24}}, {\"7527\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-31 17:22:47.000000+00:00\", \"2023-02-13 08:46:02.000000+00:00\"], \"session_ids\": [\"d50c04f6-9132-4ddf-b84a-199f219799e4\", \"1860966b-07fd-4b27-b569-97a61eb275fe\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.358}}, {\"6512\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-08-16 14:11:49.000000+00:00\", \"2023-03-27 11:39:16.000000+00:00\"], \"session_ids\": [\"e88f45ab-886b-4d7a-b1fc-29e14a24a675\", \"0bf7b3e3-d48b-4506-84b0-eddc6d4b98d3\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.875}}, {\"80001\": {\"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\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-01-25 10:47:16.000000+00:00\", \"2020-07-19 17:01:34.000000+00:00\"], \"session_ids\": [\"f9e4283d-7fbd-472d-b5be-fba052d9e917\", \"570ed061-d5a3-400e-a9f9-a61d59f2334c\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 1.077}}, {\"33085\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-30 04:37:44.000000+00:00\", \"2021-09-07 18:22:00.000000+00:00\"], \"session_ids\": [\"1c2e08fc-5ae7-4f7c-bd90-f2ac80a0dd10\", \"1b9599c2-47ca-4e51-b843-6b04fed7d6fa\"], \"total_duration\": 95.0, \"total_sessions\": 2, \"mean_week_duration\": 1.418}}]\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 7 users who aren't currently living in city Nassau additionaly apply sorting by site usage time in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"60793\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-13 05:35:37.000000+00:00\", \"2023-04-17 21:15:58.000000+00:00\", \"2019-10-22 06:01:26.000000+00:00\", \"2022-03-07 05:55:29.000000+00:00\", \"2020-07-15 15:58:35.000000+00:00\"], \"session_ids\": [\"b948427d-6945-474d-80a6-8a096d6e21b3\", \"f670c0f0-673d-4926-861e-d68567817bf7\", \"85a66b75-0472-4dd1-8dc2-786f4de8d7f8\", \"5a8bd7a2-f859-451e-ac44-12c15958d441\", \"eb838183-4ccc-4839-83b0-4391f92e3a40\"], \"total_duration\": 2012.0, \"total_sessions\": 5, \"mean_week_duration\": 9.402}, \"24833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-11 13:08:15.000000+00:00\", \"2019-04-07 09:51:49.000000+00:00\", \"2020-02-25 17:58:44.000000+00:00\"], \"session_ids\": [\"305b729a-5c55-4e6a-9008-eaecf949efe3\", \"10efeae0-8176-4c75-9d03-32914435ae9b\", \"0dc17977-b0c2-4636-b152-df737f39e2ad\"], \"total_duration\": 1076.0, \"total_sessions\": 3, \"mean_week_duration\": 6.482}, \"42824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-21 03:24:43.000000+00:00\", \"2020-03-31 17:53:01.000000+00:00\"], \"session_ids\": [\"c217c8ef-bbd7-4ee4-8928-20f20da42d71\", \"e3410075-bb57-4073-a45c-1fd67a8277fb\"], \"total_duration\": 280.0, \"total_sessions\": 2, \"mean_week_duration\": 6.829}, \"65289\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-07 04:58:55.000000+00:00\", \"2019-11-23 08:16:04.000000+00:00\", \"2020-04-23 12:38:08.000000+00:00\", \"2022-12-23 05:08:19.000000+00:00\"], \"session_ids\": [\"4951af5e-701d-42e3-895b-e8c004906438\", \"648542f0-d46a-4558-a282-5c65d0fdbc4b\", \"d5564b8c-965d-4b2c-80fc-58c91ce9d4ca\", \"589d1b36-1886-47ca-aece-dfbbc21d0bc2\"], \"total_duration\": 388.0, \"total_sessions\": 4, \"mean_week_duration\": 2.41}, \"85584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-31 08:10:07.000000+00:00\", \"2023-04-05 10:58:53.000000+00:00\", \"2021-01-15 22:10:23.000000+00:00\"], \"session_ids\": [\"8b9bc892-fca9-468d-abb6-c1a6def021c0\", \"b0472c16-feac-403e-959f-100827687c7b\", \"613c547b-2e71-4aeb-8320-0638de4d8812\"], \"total_duration\": 427.0, \"total_sessions\": 3, \"mean_week_duration\": 3.05}, \"59489\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-22 15:17:04.000000+00:00\", \"2021-12-15 10:18:19.000000+00:00\", \"2021-08-05 21:49:46.000000+00:00\"], \"session_ids\": [\"bc21fd07-edc3-4df8-8130-8bb4b40196fc\", \"499d8fd4-60db-466e-a7fa-8fb0614c4c07\", \"1e3a592f-4e5e-40df-8f5a-628c3d1ccd18\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.356}, \"88559\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-22 08:54:56.000000+00:00\", \"2021-04-04 09:29:18.000000+00:00\", \"2020-09-20 14:47:32.000000+00:00\", \"2022-02-05 19:29:19.000000+00:00\", \"2022-02-10 04:07:38.000000+00:00\", \"2021-05-30 01:49:03.000000+00:00\", \"2021-06-11 04:29:55.000000+00:00\", \"2020-09-16 10:34:42.000000+00:00\", \"2021-11-29 18:43:13.000000+00:00\", \"2020-08-12 04:20:56.000000+00:00\", \"2020-01-14 00:43:19.000000+00:00\"], \"session_ids\": [\"58258a32-daf7-497e-87c6-23f0d06b1dd4\", \"d1668424-febe-42f1-b272-e769aba3b22d\", \"8f902874-de79-4ad7-91ae-fa4d622fe9d3\", \"31221448-bc70-4d8f-93c1-90f0ee23d236\", \"1331f5b8-55ba-4595-bbfb-33b552e27551\", \"b145b85e-e06c-4dc5-a1f9-43381401e548\", \"ab84098c-d3d6-461d-bccf-c5c03abe8bf5\", \"03ab45ff-f139-4e2f-8c69-5b95fa6bf616\", \"a7d35f9e-e371-4ac2-a777-69084ed262ce\", \"64c449b6-ac6f-4f7b-988c-24c2bc5699b6\", \"7fc46d80-9dd3-4789-ae65-29aa1880255d\"], \"total_duration\": 61454.0, \"total_sessions\": 11, \"mean_week_duration\": 367.988}, \"8720\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-10 04:45:17.000000+00:00\", \"2022-01-14 11:55:54.000000+00:00\"], \"session_ids\": [\"3fcd4d38-f6bd-4a61-ba7e-1daf6ffe341c\", \"cefdfbc9-23f5-4c92-aa00-8bf4d8dd5759\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 0.333}, \"91484\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"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\": \"Guatemala City\", \"datetimes\": [\"2020-05-15 14:12:19.000000+00:00\", \"2019-05-19 07:37:44.000000+00:00\"], \"session_ids\": [\"82e0a2db-93fa-4bb7-98f3-6d8b532bfe7e\", \"86af488d-a8aa-48cf-8547-31374562e687\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.365}, \"62865\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 6}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-06 23:20:55.000000+00:00\", \"2022-05-20 01:04:54.000000+00:00\", \"2020-09-14 00:06:13.000000+00:00\", \"2022-06-10 08:56:48.000000+00:00\", \"2020-09-16 04:28:25.000000+00:00\", \"2022-09-08 01:28:14.000000+00:00\"], \"session_ids\": [\"f0c9cd6f-32dc-4ce1-a48b-8ac4a58d5a81\", \"1556bffe-dff4-4791-9655-f92816f5a254\", \"8264253e-0f9d-44ec-aa0f-5db083254e6b\", \"ab721b19-c1b5-40b7-af4e-e748fe5ce32f\", \"bea49d35-69e9-456a-9938-cf1640b1a485\", \"51bf0c43-600b-4b6d-9eb9-e9b0060b5a5d\"], \"total_duration\": 570.0, \"total_sessions\": 6, \"mean_week_duration\": 5.481}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Nassau"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Nassau\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"60793\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-13 05:35:37.000000+00:00\", \"2023-04-17 21:15:58.000000+00:00\", \"2019-10-22 06:01:26.000000+00:00\", \"2022-03-07 05:55:29.000000+00:00\", \"2020-07-15 15:58:35.000000+00:00\"], \"session_ids\": [\"b948427d-6945-474d-80a6-8a096d6e21b3\", \"f670c0f0-673d-4926-861e-d68567817bf7\", \"85a66b75-0472-4dd1-8dc2-786f4de8d7f8\", \"5a8bd7a2-f859-451e-ac44-12c15958d441\", \"eb838183-4ccc-4839-83b0-4391f92e3a40\"], \"total_duration\": 2012.0, \"total_sessions\": 5, \"mean_week_duration\": 9.402}, \"24833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-11 13:08:15.000000+00:00\", \"2019-04-07 09:51:49.000000+00:00\", \"2020-02-25 17:58:44.000000+00:00\"], \"session_ids\": [\"305b729a-5c55-4e6a-9008-eaecf949efe3\", \"10efeae0-8176-4c75-9d03-32914435ae9b\", \"0dc17977-b0c2-4636-b152-df737f39e2ad\"], \"total_duration\": 1076.0, \"total_sessions\": 3, \"mean_week_duration\": 6.482}, \"42824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-21 03:24:43.000000+00:00\", \"2020-03-31 17:53:01.000000+00:00\"], \"session_ids\": [\"c217c8ef-bbd7-4ee4-8928-20f20da42d71\", \"e3410075-bb57-4073-a45c-1fd67a8277fb\"], \"total_duration\": 280.0, \"total_sessions\": 2, \"mean_week_duration\": 6.829}, \"65289\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-07 04:58:55.000000+00:00\", \"2019-11-23 08:16:04.000000+00:00\", \"2020-04-23 12:38:08.000000+00:00\", \"2022-12-23 05:08:19.000000+00:00\"], \"session_ids\": [\"4951af5e-701d-42e3-895b-e8c004906438\", \"648542f0-d46a-4558-a282-5c65d0fdbc4b\", \"d5564b8c-965d-4b2c-80fc-58c91ce9d4ca\", \"589d1b36-1886-47ca-aece-dfbbc21d0bc2\"], \"total_duration\": 388.0, \"total_sessions\": 4, \"mean_week_duration\": 2.41}, \"85584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-31 08:10:07.000000+00:00\", \"2023-04-05 10:58:53.000000+00:00\", \"2021-01-15 22:10:23.000000+00:00\"], \"session_ids\": [\"8b9bc892-fca9-468d-abb6-c1a6def021c0\", \"b0472c16-feac-403e-959f-100827687c7b\", \"613c547b-2e71-4aeb-8320-0638de4d8812\"], \"total_duration\": 427.0, \"total_sessions\": 3, \"mean_week_duration\": 3.05}, \"59489\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-22 15:17:04.000000+00:00\", \"2021-12-15 10:18:19.000000+00:00\", \"2021-08-05 21:49:46.000000+00:00\"], \"session_ids\": [\"bc21fd07-edc3-4df8-8130-8bb4b40196fc\", \"499d8fd4-60db-466e-a7fa-8fb0614c4c07\", \"1e3a592f-4e5e-40df-8f5a-628c3d1ccd18\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.356}, \"88559\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-22 08:54:56.000000+00:00\", \"2021-04-04 09:29:18.000000+00:00\", \"2020-09-20 14:47:32.000000+00:00\", \"2022-02-05 19:29:19.000000+00:00\", \"2022-02-10 04:07:38.000000+00:00\", \"2021-05-30 01:49:03.000000+00:00\", \"2021-06-11 04:29:55.000000+00:00\", \"2020-09-16 10:34:42.000000+00:00\", \"2021-11-29 18:43:13.000000+00:00\", \"2020-08-12 04:20:56.000000+00:00\", \"2020-01-14 00:43:19.000000+00:00\"], \"session_ids\": [\"58258a32-daf7-497e-87c6-23f0d06b1dd4\", \"d1668424-febe-42f1-b272-e769aba3b22d\", \"8f902874-de79-4ad7-91ae-fa4d622fe9d3\", \"31221448-bc70-4d8f-93c1-90f0ee23d236\", \"1331f5b8-55ba-4595-bbfb-33b552e27551\", \"b145b85e-e06c-4dc5-a1f9-43381401e548\", \"ab84098c-d3d6-461d-bccf-c5c03abe8bf5\", \"03ab45ff-f139-4e2f-8c69-5b95fa6bf616\", \"a7d35f9e-e371-4ac2-a777-69084ed262ce\", \"64c449b6-ac6f-4f7b-988c-24c2bc5699b6\", \"7fc46d80-9dd3-4789-ae65-29aa1880255d\"], \"total_duration\": 61454.0, \"total_sessions\": 11, \"mean_week_duration\": 367.988}, \"91484\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"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\": \"Guatemala City\", \"datetimes\": [\"2020-05-15 14:12:19.000000+00:00\", \"2019-05-19 07:37:44.000000+00:00\"], \"session_ids\": [\"82e0a2db-93fa-4bb7-98f3-6d8b532bfe7e\", \"86af488d-a8aa-48cf-8547-31374562e687\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.365}, \"62865\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 6}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-06 23:20:55.000000+00:00\", \"2022-05-20 01:04:54.000000+00:00\", \"2020-09-14 00:06:13.000000+00:00\", \"2022-06-10 08:56:48.000000+00:00\", \"2020-09-16 04:28:25.000000+00:00\", \"2022-09-08 01:28:14.000000+00:00\"], \"session_ids\": [\"f0c9cd6f-32dc-4ce1-a48b-8ac4a58d5a81\", \"1556bffe-dff4-4791-9655-f92816f5a254\", \"8264253e-0f9d-44ec-aa0f-5db083254e6b\", \"ab721b19-c1b5-40b7-af4e-e748fe5ce32f\", \"bea49d35-69e9-456a-9938-cf1640b1a485\", \"51bf0c43-600b-4b6d-9eb9-e9b0060b5a5d\"], \"total_duration\": 570.0, \"total_sessions\": 6, \"mean_week_duration\": 5.481}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59489\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-22 15:17:04.000000+00:00\", \"2021-12-15 10:18:19.000000+00:00\", \"2021-08-05 21:49:46.000000+00:00\"], \"session_ids\": [\"bc21fd07-edc3-4df8-8130-8bb4b40196fc\", \"499d8fd4-60db-466e-a7fa-8fb0614c4c07\", \"1e3a592f-4e5e-40df-8f5a-628c3d1ccd18\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.356}}, {\"91484\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"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\": \"Guatemala City\", \"datetimes\": [\"2020-05-15 14:12:19.000000+00:00\", \"2019-05-19 07:37:44.000000+00:00\"], \"session_ids\": [\"82e0a2db-93fa-4bb7-98f3-6d8b532bfe7e\", \"86af488d-a8aa-48cf-8547-31374562e687\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.365}}, {\"42824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-21 03:24:43.000000+00:00\", \"2020-03-31 17:53:01.000000+00:00\"], \"session_ids\": [\"c217c8ef-bbd7-4ee4-8928-20f20da42d71\", \"e3410075-bb57-4073-a45c-1fd67a8277fb\"], \"total_duration\": 280.0, \"total_sessions\": 2, \"mean_week_duration\": 6.829}}, {\"65289\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-07 04:58:55.000000+00:00\", \"2019-11-23 08:16:04.000000+00:00\", \"2020-04-23 12:38:08.000000+00:00\", \"2022-12-23 05:08:19.000000+00:00\"], \"session_ids\": [\"4951af5e-701d-42e3-895b-e8c004906438\", \"648542f0-d46a-4558-a282-5c65d0fdbc4b\", \"d5564b8c-965d-4b2c-80fc-58c91ce9d4ca\", \"589d1b36-1886-47ca-aece-dfbbc21d0bc2\"], \"total_duration\": 388.0, \"total_sessions\": 4, \"mean_week_duration\": 2.41}}, {\"85584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-31 08:10:07.000000+00:00\", \"2023-04-05 10:58:53.000000+00:00\", \"2021-01-15 22:10:23.000000+00:00\"], \"session_ids\": [\"8b9bc892-fca9-468d-abb6-c1a6def021c0\", \"b0472c16-feac-403e-959f-100827687c7b\", \"613c547b-2e71-4aeb-8320-0638de4d8812\"], \"total_duration\": 427.0, \"total_sessions\": 3, \"mean_week_duration\": 3.05}}, {\"62865\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 6}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-06 23:20:55.000000+00:00\", \"2022-05-20 01:04:54.000000+00:00\", \"2020-09-14 00:06:13.000000+00:00\", \"2022-06-10 08:56:48.000000+00:00\", \"2020-09-16 04:28:25.000000+00:00\", \"2022-09-08 01:28:14.000000+00:00\"], \"session_ids\": [\"f0c9cd6f-32dc-4ce1-a48b-8ac4a58d5a81\", \"1556bffe-dff4-4791-9655-f92816f5a254\", \"8264253e-0f9d-44ec-aa0f-5db083254e6b\", \"ab721b19-c1b5-40b7-af4e-e748fe5ce32f\", \"bea49d35-69e9-456a-9938-cf1640b1a485\", \"51bf0c43-600b-4b6d-9eb9-e9b0060b5a5d\"], \"total_duration\": 570.0, \"total_sessions\": 6, \"mean_week_duration\": 5.481}}, {\"24833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-11 13:08:15.000000+00:00\", \"2019-04-07 09:51:49.000000+00:00\", \"2020-02-25 17:58:44.000000+00:00\"], \"session_ids\": [\"305b729a-5c55-4e6a-9008-eaecf949efe3\", \"10efeae0-8176-4c75-9d03-32914435ae9b\", \"0dc17977-b0c2-4636-b152-df737f39e2ad\"], \"total_duration\": 1076.0, \"total_sessions\": 3, \"mean_week_duration\": 6.482}}, {\"60793\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-13 05:35:37.000000+00:00\", \"2023-04-17 21:15:58.000000+00:00\", \"2019-10-22 06:01:26.000000+00:00\", \"2022-03-07 05:55:29.000000+00:00\", \"2020-07-15 15:58:35.000000+00:00\"], \"session_ids\": [\"b948427d-6945-474d-80a6-8a096d6e21b3\", \"f670c0f0-673d-4926-861e-d68567817bf7\", \"85a66b75-0472-4dd1-8dc2-786f4de8d7f8\", \"5a8bd7a2-f859-451e-ac44-12c15958d441\", \"eb838183-4ccc-4839-83b0-4391f92e3a40\"], \"total_duration\": 2012.0, \"total_sessions\": 5, \"mean_week_duration\": 9.402}}, {\"88559\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-03-22 08:54:56.000000+00:00\", \"2021-04-04 09:29:18.000000+00:00\", \"2020-09-20 14:47:32.000000+00:00\", \"2022-02-05 19:29:19.000000+00:00\", \"2022-02-10 04:07:38.000000+00:00\", \"2021-05-30 01:49:03.000000+00:00\", \"2021-06-11 04:29:55.000000+00:00\", \"2020-09-16 10:34:42.000000+00:00\", \"2021-11-29 18:43:13.000000+00:00\", \"2020-08-12 04:20:56.000000+00:00\", \"2020-01-14 00:43:19.000000+00:00\"], \"session_ids\": [\"58258a32-daf7-497e-87c6-23f0d06b1dd4\", \"d1668424-febe-42f1-b272-e769aba3b22d\", \"8f902874-de79-4ad7-91ae-fa4d622fe9d3\", \"31221448-bc70-4d8f-93c1-90f0ee23d236\", \"1331f5b8-55ba-4595-bbfb-33b552e27551\", \"b145b85e-e06c-4dc5-a1f9-43381401e548\", \"ab84098c-d3d6-461d-bccf-c5c03abe8bf5\", \"03ab45ff-f139-4e2f-8c69-5b95fa6bf616\", \"a7d35f9e-e371-4ac2-a777-69084ed262ce\", \"64c449b6-ac6f-4f7b-988c-24c2bc5699b6\", \"7fc46d80-9dd3-4789-ae65-29aa1880255d\"], \"total_duration\": 61454.0, \"total_sessions\": 11, \"mean_week_duration\": 367.988}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59489\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-22 15:17:04.000000+00:00\", \"2021-12-15 10:18:19.000000+00:00\", \"2021-08-05 21:49:46.000000+00:00\"], \"session_ids\": [\"bc21fd07-edc3-4df8-8130-8bb4b40196fc\", \"499d8fd4-60db-466e-a7fa-8fb0614c4c07\", \"1e3a592f-4e5e-40df-8f5a-628c3d1ccd18\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.356}}, {\"91484\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"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\": \"Guatemala City\", \"datetimes\": [\"2020-05-15 14:12:19.000000+00:00\", \"2019-05-19 07:37:44.000000+00:00\"], \"session_ids\": [\"82e0a2db-93fa-4bb7-98f3-6d8b532bfe7e\", \"86af488d-a8aa-48cf-8547-31374562e687\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.365}}, {\"42824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-21 03:24:43.000000+00:00\", \"2020-03-31 17:53:01.000000+00:00\"], \"session_ids\": [\"c217c8ef-bbd7-4ee4-8928-20f20da42d71\", \"e3410075-bb57-4073-a45c-1fd67a8277fb\"], \"total_duration\": 280.0, \"total_sessions\": 2, \"mean_week_duration\": 6.829}}, {\"65289\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-07 04:58:55.000000+00:00\", \"2019-11-23 08:16:04.000000+00:00\", \"2020-04-23 12:38:08.000000+00:00\", \"2022-12-23 05:08:19.000000+00:00\"], \"session_ids\": [\"4951af5e-701d-42e3-895b-e8c004906438\", \"648542f0-d46a-4558-a282-5c65d0fdbc4b\", \"d5564b8c-965d-4b2c-80fc-58c91ce9d4ca\", \"589d1b36-1886-47ca-aece-dfbbc21d0bc2\"], \"total_duration\": 388.0, \"total_sessions\": 4, \"mean_week_duration\": 2.41}}, {\"85584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-31 08:10:07.000000+00:00\", \"2023-04-05 10:58:53.000000+00:00\", \"2021-01-15 22:10:23.000000+00:00\"], \"session_ids\": [\"8b9bc892-fca9-468d-abb6-c1a6def021c0\", \"b0472c16-feac-403e-959f-100827687c7b\", \"613c547b-2e71-4aeb-8320-0638de4d8812\"], \"total_duration\": 427.0, \"total_sessions\": 3, \"mean_week_duration\": 3.05}}, {\"62865\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 6}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-06 23:20:55.000000+00:00\", \"2022-05-20 01:04:54.000000+00:00\", \"2020-09-14 00:06:13.000000+00:00\", \"2022-06-10 08:56:48.000000+00:00\", \"2020-09-16 04:28:25.000000+00:00\", \"2022-09-08 01:28:14.000000+00:00\"], \"session_ids\": [\"f0c9cd6f-32dc-4ce1-a48b-8ac4a58d5a81\", \"1556bffe-dff4-4791-9655-f92816f5a254\", \"8264253e-0f9d-44ec-aa0f-5db083254e6b\", \"ab721b19-c1b5-40b7-af4e-e748fe5ce32f\", \"bea49d35-69e9-456a-9938-cf1640b1a485\", \"51bf0c43-600b-4b6d-9eb9-e9b0060b5a5d\"], \"total_duration\": 570.0, \"total_sessions\": 6, \"mean_week_duration\": 5.481}}, {\"24833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-11 13:08:15.000000+00:00\", \"2019-04-07 09:51:49.000000+00:00\", \"2020-02-25 17:58:44.000000+00:00\"], \"session_ids\": [\"305b729a-5c55-4e6a-9008-eaecf949efe3\", \"10efeae0-8176-4c75-9d03-32914435ae9b\", \"0dc17977-b0c2-4636-b152-df737f39e2ad\"], \"total_duration\": 1076.0, \"total_sessions\": 3, \"mean_week_duration\": 6.482}}]\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[{\"59489\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-09-22 15:17:04.000000+00:00\", \"2021-12-15 10:18:19.000000+00:00\", \"2021-08-05 21:49:46.000000+00:00\"], \"session_ids\": [\"bc21fd07-edc3-4df8-8130-8bb4b40196fc\", \"499d8fd4-60db-466e-a7fa-8fb0614c4c07\", \"1e3a592f-4e5e-40df-8f5a-628c3d1ccd18\"], \"total_duration\": 21.0, \"total_sessions\": 3, \"mean_week_duration\": 0.356}}, {\"91484\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"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\": \"Guatemala City\", \"datetimes\": [\"2020-05-15 14:12:19.000000+00:00\", \"2019-05-19 07:37:44.000000+00:00\"], \"session_ids\": [\"82e0a2db-93fa-4bb7-98f3-6d8b532bfe7e\", \"86af488d-a8aa-48cf-8547-31374562e687\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.365}}, {\"42824\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-21 03:24:43.000000+00:00\", \"2020-03-31 17:53:01.000000+00:00\"], \"session_ids\": [\"c217c8ef-bbd7-4ee4-8928-20f20da42d71\", \"e3410075-bb57-4073-a45c-1fd67a8277fb\"], \"total_duration\": 280.0, \"total_sessions\": 2, \"mean_week_duration\": 6.829}}, {\"65289\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-10-07 04:58:55.000000+00:00\", \"2019-11-23 08:16:04.000000+00:00\", \"2020-04-23 12:38:08.000000+00:00\", \"2022-12-23 05:08:19.000000+00:00\"], \"session_ids\": [\"4951af5e-701d-42e3-895b-e8c004906438\", \"648542f0-d46a-4558-a282-5c65d0fdbc4b\", \"d5564b8c-965d-4b2c-80fc-58c91ce9d4ca\", \"589d1b36-1886-47ca-aece-dfbbc21d0bc2\"], \"total_duration\": 388.0, \"total_sessions\": 4, \"mean_week_duration\": 2.41}}, {\"85584\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-31 08:10:07.000000+00:00\", \"2023-04-05 10:58:53.000000+00:00\", \"2021-01-15 22:10:23.000000+00:00\"], \"session_ids\": [\"8b9bc892-fca9-468d-abb6-c1a6def021c0\", \"b0472c16-feac-403e-959f-100827687c7b\", \"613c547b-2e71-4aeb-8320-0638de4d8812\"], \"total_duration\": 427.0, \"total_sessions\": 3, \"mean_week_duration\": 3.05}}, {\"62865\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 6}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-11-06 23:20:55.000000+00:00\", \"2022-05-20 01:04:54.000000+00:00\", \"2020-09-14 00:06:13.000000+00:00\", \"2022-06-10 08:56:48.000000+00:00\", \"2020-09-16 04:28:25.000000+00:00\", \"2022-09-08 01:28:14.000000+00:00\"], \"session_ids\": [\"f0c9cd6f-32dc-4ce1-a48b-8ac4a58d5a81\", \"1556bffe-dff4-4791-9655-f92816f5a254\", \"8264253e-0f9d-44ec-aa0f-5db083254e6b\", \"ab721b19-c1b5-40b7-af4e-e748fe5ce32f\", \"bea49d35-69e9-456a-9938-cf1640b1a485\", \"51bf0c43-600b-4b6d-9eb9-e9b0060b5a5d\"], \"total_duration\": 570.0, \"total_sessions\": 6, \"mean_week_duration\": 5.481}}, {\"24833\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-11 13:08:15.000000+00:00\", \"2019-04-07 09:51:49.000000+00:00\", \"2020-02-25 17:58:44.000000+00:00\"], \"session_ids\": [\"305b729a-5c55-4e6a-9008-eaecf949efe3\", \"10efeae0-8176-4c75-9d03-32914435ae9b\", \"0dc17977-b0c2-4636-b152-df737f39e2ad\"], \"total_duration\": 1076.0, \"total_sessions\": 3, \"mean_week_duration\": 6.482}}]\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 2 users to me I can't find living in city Stockholm as well as execute sorting by duration summation from the largest to the smallest."
}
] |
[
{
"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{\"80242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-10-27 04:14:41.000000+00:00\", \"2020-09-22 01:29:54.000000+00:00\", \"2019-06-24 18:23:37.000000+00:00\", \"2020-03-27 04:14:50.000000+00:00\", \"2022-10-14 12:59:43.000000+00:00\", \"2022-10-29 09:17:43.000000+00:00\", \"2022-09-12 19:56:41.000000+00:00\", \"2023-06-29 01:35:41.000000+00:00\", \"2020-07-25 20:43:50.000000+00:00\"], \"session_ids\": [\"5ff3a319-ba80-4189-8a97-c58812b22243\", \"08a6bb22-f201-4a22-ad37-8e363ce8be4d\", \"e5332761-819f-482b-8d63-5689615d61fe\", \"bc8d77c3-e853-4963-b5b4-8197be028731\", \"acc8a8c1-644e-432e-845e-4b6470e31a27\", \"b7e434e8-7431-4909-8a09-63ebdfd4b0f3\", \"19152d8a-8555-4bcd-bfe4-feeea31eb31f\", \"02b61f10-7f2c-46f6-a595-ec61accf8e0b\", \"b6509393-00ed-4d60-a7b9-96c60c4a41ad\"], \"total_duration\": 11092.0, \"total_sessions\": 9, \"mean_week_duration\": 52.819}, \"18089\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-31 21:06:59.000000+00:00\", \"2021-05-10 01:44:19.000000+00:00\"], \"session_ids\": [\"48a96249-c405-4e90-a5f6-7cf23707737b\", \"26cb2d53-dc8a-46e3-92d9-1e4677351e74\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.462}, \"55957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-07-08 04:18:48.000000+00:00\", \"2022-11-07 15:34:08.000000+00:00\"], \"session_ids\": [\"e6c3b8f5-736b-4455-9fab-e0bf2270d0b1\", \"4a36aa02-db65-436e-81e2-98d661067d15\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}, \"35121\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-04-13 20:55:46.000000+00:00\", \"2019-10-28 06:27:07.000000+00:00\"], \"session_ids\": [\"3db32a49-233a-492a-94be-54f51a65c38e\", \"3e9195cd-ac5f-4cec-a42a-79e6877d01e0\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.481}, \"17013\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-05-28 07:26:03.000000+00:00\", \"2020-05-18 12:26:08.000000+00:00\", \"2022-05-16 10:01:11.000000+00:00\", \"2020-09-02 15:22:13.000000+00:00\", \"2021-02-13 04:59:04.000000+00:00\"], \"session_ids\": [\"571852ef-a9de-4cd0-815b-12ee8d4f0bf4\", \"3a592bd9-6916-48a1-bb69-ad6f5ac0a060\", \"59c3c998-e4be-4588-a020-758c61997bbc\", \"145c8deb-8f5d-415f-832e-bc38684c0cdb\", \"2bec2050-96b1-41c9-8bd5-dff86690f8dd\"], \"total_duration\": 171.0, \"total_sessions\": 5, \"mean_week_duration\": 1.103}, \"32172\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-10 22:05:41.000000+00:00\", \"2019-05-27 06:25:24.000000+00:00\", \"2022-11-20 23:22:40.000000+00:00\"], \"session_ids\": [\"8a255e69-0ff7-473d-bf8d-1e6f7b3eddfd\", \"ac9bfd3b-556b-4e40-8fbd-094a46c1a51b\", \"22a07151-9fd9-4168-a1b5-421f81ca81d1\"], \"total_duration\": 500.0, \"total_sessions\": 3, \"mean_week_duration\": 2.747}, \"24265\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-06-29 01:26:19.000000+00:00\", \"2019-02-08 17:21:33.000000+00:00\"], \"session_ids\": [\"0bf188c0-a51c-40c3-92d7-067d8a7c205c\", \"a0026d19-7bd0-4831-b6fc-506be7863090\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.105}, \"47955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-10 09:39:24.000000+00:00\", \"2020-12-26 02:27:51.000000+00:00\", \"2021-02-28 09:23:37.000000+00:00\", \"2022-04-26 22:53:20.000000+00:00\", \"2021-10-13 19:57:34.000000+00:00\", \"2023-02-21 08:05:04.000000+00:00\"], \"session_ids\": [\"bcfca63e-5548-426c-8a60-a50232438f91\", \"5e19ce10-006b-4f55-8f3c-494833f55371\", \"d7639ace-e69c-49e6-ba28-b6f3009b024a\", \"9f08ba74-f874-4290-a699-f897bb1b7f6a\", \"d73b429c-b4ff-4f3f-a0d1-904477cb0d8d\", \"96eabe53-cb98-4cd5-9b87-b7d75cf00f39\"], \"total_duration\": 349.0, \"total_sessions\": 6, \"mean_week_duration\": 1.886}, \"81290\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-31 21:36:49.000000+00:00\", \"2020-05-14 21:54:16.000000+00:00\", \"2019-12-25 08:19:35.000000+00:00\", \"2022-10-10 02:10:38.000000+00:00\", \"2020-11-15 19:24:30.000000+00:00\"], \"session_ids\": [\"bd0a3c79-c483-44a6-8948-4ef858dd6123\", \"7edc727f-5637-47fe-84e6-b216bf816dcf\", \"3e849e6a-737a-40db-a63a-76221e2f2d37\", \"73e0505d-48d8-4807-ace3-ec8a097fb90c\", \"cb661ca1-646a-4765-bfe6-73dcbe2e9de0\"], \"total_duration\": 367.0, \"total_sessions\": 5, \"mean_week_duration\": 2.514}, \"92546\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-18 01:59:51.000000+00:00\", \"2019-07-24 05:46:11.000000+00:00\", \"2021-02-01 04:26:15.000000+00:00\", \"2021-10-17 13:55:39.000000+00:00\", \"2019-10-12 21:46:20.000000+00:00\"], \"session_ids\": [\"8c04a544-c0d9-4307-a00b-3fce221b409f\", \"7202d64f-2784-4fed-a523-76618f0339d7\", \"79f453a6-c8c1-4002-8546-5c6e22727fca\", \"f9aecb13-2686-4c81-9bcd-c36356ecf280\", \"0289934b-6c98-4dc4-9469-dba0f48a37fc\"], \"total_duration\": 77.0, \"total_sessions\": 5, \"mean_week_duration\": 0.658}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Stockholm"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Stockholm\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-10-27 04:14:41.000000+00:00\", \"2020-09-22 01:29:54.000000+00:00\", \"2019-06-24 18:23:37.000000+00:00\", \"2020-03-27 04:14:50.000000+00:00\", \"2022-10-14 12:59:43.000000+00:00\", \"2022-10-29 09:17:43.000000+00:00\", \"2022-09-12 19:56:41.000000+00:00\", \"2023-06-29 01:35:41.000000+00:00\", \"2020-07-25 20:43:50.000000+00:00\"], \"session_ids\": [\"5ff3a319-ba80-4189-8a97-c58812b22243\", \"08a6bb22-f201-4a22-ad37-8e363ce8be4d\", \"e5332761-819f-482b-8d63-5689615d61fe\", \"bc8d77c3-e853-4963-b5b4-8197be028731\", \"acc8a8c1-644e-432e-845e-4b6470e31a27\", \"b7e434e8-7431-4909-8a09-63ebdfd4b0f3\", \"19152d8a-8555-4bcd-bfe4-feeea31eb31f\", \"02b61f10-7f2c-46f6-a595-ec61accf8e0b\", \"b6509393-00ed-4d60-a7b9-96c60c4a41ad\"], \"total_duration\": 11092.0, \"total_sessions\": 9, \"mean_week_duration\": 52.819}, \"18089\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-31 21:06:59.000000+00:00\", \"2021-05-10 01:44:19.000000+00:00\"], \"session_ids\": [\"48a96249-c405-4e90-a5f6-7cf23707737b\", \"26cb2d53-dc8a-46e3-92d9-1e4677351e74\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.462}, \"55957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-07-08 04:18:48.000000+00:00\", \"2022-11-07 15:34:08.000000+00:00\"], \"session_ids\": [\"e6c3b8f5-736b-4455-9fab-e0bf2270d0b1\", \"4a36aa02-db65-436e-81e2-98d661067d15\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}, \"35121\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-04-13 20:55:46.000000+00:00\", \"2019-10-28 06:27:07.000000+00:00\"], \"session_ids\": [\"3db32a49-233a-492a-94be-54f51a65c38e\", \"3e9195cd-ac5f-4cec-a42a-79e6877d01e0\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.481}, \"17013\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-05-28 07:26:03.000000+00:00\", \"2020-05-18 12:26:08.000000+00:00\", \"2022-05-16 10:01:11.000000+00:00\", \"2020-09-02 15:22:13.000000+00:00\", \"2021-02-13 04:59:04.000000+00:00\"], \"session_ids\": [\"571852ef-a9de-4cd0-815b-12ee8d4f0bf4\", \"3a592bd9-6916-48a1-bb69-ad6f5ac0a060\", \"59c3c998-e4be-4588-a020-758c61997bbc\", \"145c8deb-8f5d-415f-832e-bc38684c0cdb\", \"2bec2050-96b1-41c9-8bd5-dff86690f8dd\"], \"total_duration\": 171.0, \"total_sessions\": 5, \"mean_week_duration\": 1.103}, \"32172\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-10 22:05:41.000000+00:00\", \"2019-05-27 06:25:24.000000+00:00\", \"2022-11-20 23:22:40.000000+00:00\"], \"session_ids\": [\"8a255e69-0ff7-473d-bf8d-1e6f7b3eddfd\", \"ac9bfd3b-556b-4e40-8fbd-094a46c1a51b\", \"22a07151-9fd9-4168-a1b5-421f81ca81d1\"], \"total_duration\": 500.0, \"total_sessions\": 3, \"mean_week_duration\": 2.747}, \"24265\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-06-29 01:26:19.000000+00:00\", \"2019-02-08 17:21:33.000000+00:00\"], \"session_ids\": [\"0bf188c0-a51c-40c3-92d7-067d8a7c205c\", \"a0026d19-7bd0-4831-b6fc-506be7863090\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.105}, \"47955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-10 09:39:24.000000+00:00\", \"2020-12-26 02:27:51.000000+00:00\", \"2021-02-28 09:23:37.000000+00:00\", \"2022-04-26 22:53:20.000000+00:00\", \"2021-10-13 19:57:34.000000+00:00\", \"2023-02-21 08:05:04.000000+00:00\"], \"session_ids\": [\"bcfca63e-5548-426c-8a60-a50232438f91\", \"5e19ce10-006b-4f55-8f3c-494833f55371\", \"d7639ace-e69c-49e6-ba28-b6f3009b024a\", \"9f08ba74-f874-4290-a699-f897bb1b7f6a\", \"d73b429c-b4ff-4f3f-a0d1-904477cb0d8d\", \"96eabe53-cb98-4cd5-9b87-b7d75cf00f39\"], \"total_duration\": 349.0, \"total_sessions\": 6, \"mean_week_duration\": 1.886}, \"81290\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-31 21:36:49.000000+00:00\", \"2020-05-14 21:54:16.000000+00:00\", \"2019-12-25 08:19:35.000000+00:00\", \"2022-10-10 02:10:38.000000+00:00\", \"2020-11-15 19:24:30.000000+00:00\"], \"session_ids\": [\"bd0a3c79-c483-44a6-8948-4ef858dd6123\", \"7edc727f-5637-47fe-84e6-b216bf816dcf\", \"3e849e6a-737a-40db-a63a-76221e2f2d37\", \"73e0505d-48d8-4807-ace3-ec8a097fb90c\", \"cb661ca1-646a-4765-bfe6-73dcbe2e9de0\"], \"total_duration\": 367.0, \"total_sessions\": 5, \"mean_week_duration\": 2.514}, \"92546\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-18 01:59:51.000000+00:00\", \"2019-07-24 05:46:11.000000+00:00\", \"2021-02-01 04:26:15.000000+00:00\", \"2021-10-17 13:55:39.000000+00:00\", \"2019-10-12 21:46:20.000000+00:00\"], \"session_ids\": [\"8c04a544-c0d9-4307-a00b-3fce221b409f\", \"7202d64f-2784-4fed-a523-76618f0339d7\", \"79f453a6-c8c1-4002-8546-5c6e22727fca\", \"f9aecb13-2686-4c81-9bcd-c36356ecf280\", \"0289934b-6c98-4dc4-9469-dba0f48a37fc\"], \"total_duration\": 77.0, \"total_sessions\": 5, \"mean_week_duration\": 0.658}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-10-27 04:14:41.000000+00:00\", \"2020-09-22 01:29:54.000000+00:00\", \"2019-06-24 18:23:37.000000+00:00\", \"2020-03-27 04:14:50.000000+00:00\", \"2022-10-14 12:59:43.000000+00:00\", \"2022-10-29 09:17:43.000000+00:00\", \"2022-09-12 19:56:41.000000+00:00\", \"2023-06-29 01:35:41.000000+00:00\", \"2020-07-25 20:43:50.000000+00:00\"], \"session_ids\": [\"5ff3a319-ba80-4189-8a97-c58812b22243\", \"08a6bb22-f201-4a22-ad37-8e363ce8be4d\", \"e5332761-819f-482b-8d63-5689615d61fe\", \"bc8d77c3-e853-4963-b5b4-8197be028731\", \"acc8a8c1-644e-432e-845e-4b6470e31a27\", \"b7e434e8-7431-4909-8a09-63ebdfd4b0f3\", \"19152d8a-8555-4bcd-bfe4-feeea31eb31f\", \"02b61f10-7f2c-46f6-a595-ec61accf8e0b\", \"b6509393-00ed-4d60-a7b9-96c60c4a41ad\"], \"total_duration\": 11092.0, \"total_sessions\": 9, \"mean_week_duration\": 52.819}}, {\"32172\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-10 22:05:41.000000+00:00\", \"2019-05-27 06:25:24.000000+00:00\", \"2022-11-20 23:22:40.000000+00:00\"], \"session_ids\": [\"8a255e69-0ff7-473d-bf8d-1e6f7b3eddfd\", \"ac9bfd3b-556b-4e40-8fbd-094a46c1a51b\", \"22a07151-9fd9-4168-a1b5-421f81ca81d1\"], \"total_duration\": 500.0, \"total_sessions\": 3, \"mean_week_duration\": 2.747}}, {\"81290\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-01-31 21:36:49.000000+00:00\", \"2020-05-14 21:54:16.000000+00:00\", \"2019-12-25 08:19:35.000000+00:00\", \"2022-10-10 02:10:38.000000+00:00\", \"2020-11-15 19:24:30.000000+00:00\"], \"session_ids\": [\"bd0a3c79-c483-44a6-8948-4ef858dd6123\", \"7edc727f-5637-47fe-84e6-b216bf816dcf\", \"3e849e6a-737a-40db-a63a-76221e2f2d37\", \"73e0505d-48d8-4807-ace3-ec8a097fb90c\", \"cb661ca1-646a-4765-bfe6-73dcbe2e9de0\"], \"total_duration\": 367.0, \"total_sessions\": 5, \"mean_week_duration\": 2.514}}, {\"47955\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-10 09:39:24.000000+00:00\", \"2020-12-26 02:27:51.000000+00:00\", \"2021-02-28 09:23:37.000000+00:00\", \"2022-04-26 22:53:20.000000+00:00\", \"2021-10-13 19:57:34.000000+00:00\", \"2023-02-21 08:05:04.000000+00:00\"], \"session_ids\": [\"bcfca63e-5548-426c-8a60-a50232438f91\", \"5e19ce10-006b-4f55-8f3c-494833f55371\", \"d7639ace-e69c-49e6-ba28-b6f3009b024a\", \"9f08ba74-f874-4290-a699-f897bb1b7f6a\", \"d73b429c-b4ff-4f3f-a0d1-904477cb0d8d\", \"96eabe53-cb98-4cd5-9b87-b7d75cf00f39\"], \"total_duration\": 349.0, \"total_sessions\": 6, \"mean_week_duration\": 1.886}}, {\"55957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-07-08 04:18:48.000000+00:00\", \"2022-11-07 15:34:08.000000+00:00\"], \"session_ids\": [\"e6c3b8f5-736b-4455-9fab-e0bf2270d0b1\", \"4a36aa02-db65-436e-81e2-98d661067d15\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}}, {\"17013\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Rome\", \"datetimes\": [\"2019-05-28 07:26:03.000000+00:00\", \"2020-05-18 12:26:08.000000+00:00\", \"2022-05-16 10:01:11.000000+00:00\", \"2020-09-02 15:22:13.000000+00:00\", \"2021-02-13 04:59:04.000000+00:00\"], \"session_ids\": [\"571852ef-a9de-4cd0-815b-12ee8d4f0bf4\", \"3a592bd9-6916-48a1-bb69-ad6f5ac0a060\", \"59c3c998-e4be-4588-a020-758c61997bbc\", \"145c8deb-8f5d-415f-832e-bc38684c0cdb\", \"2bec2050-96b1-41c9-8bd5-dff86690f8dd\"], \"total_duration\": 171.0, \"total_sessions\": 5, \"mean_week_duration\": 1.103}}, {\"92546\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-18 01:59:51.000000+00:00\", \"2019-07-24 05:46:11.000000+00:00\", \"2021-02-01 04:26:15.000000+00:00\", \"2021-10-17 13:55:39.000000+00:00\", \"2019-10-12 21:46:20.000000+00:00\"], \"session_ids\": [\"8c04a544-c0d9-4307-a00b-3fce221b409f\", \"7202d64f-2784-4fed-a523-76618f0339d7\", \"79f453a6-c8c1-4002-8546-5c6e22727fca\", \"f9aecb13-2686-4c81-9bcd-c36356ecf280\", \"0289934b-6c98-4dc4-9469-dba0f48a37fc\"], \"total_duration\": 77.0, \"total_sessions\": 5, \"mean_week_duration\": 0.658}}, {\"35121\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-04-13 20:55:46.000000+00:00\", \"2019-10-28 06:27:07.000000+00:00\"], \"session_ids\": [\"3db32a49-233a-492a-94be-54f51a65c38e\", \"3e9195cd-ac5f-4cec-a42a-79e6877d01e0\"], \"total_duration\": 62.0, \"total_sessions\": 2, \"mean_week_duration\": 0.481}}, {\"18089\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-07-31 21:06:59.000000+00:00\", \"2021-05-10 01:44:19.000000+00:00\"], \"session_ids\": [\"48a96249-c405-4e90-a5f6-7cf23707737b\", \"26cb2d53-dc8a-46e3-92d9-1e4677351e74\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.462}}, {\"24265\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2023-06-29 01:26:19.000000+00:00\", \"2019-02-08 17:21:33.000000+00:00\"], \"session_ids\": [\"0bf188c0-a51c-40c3-92d7-067d8a7c205c\", \"a0026d19-7bd0-4831-b6fc-506be7863090\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.105}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-10-27 04:14:41.000000+00:00\", \"2020-09-22 01:29:54.000000+00:00\", \"2019-06-24 18:23:37.000000+00:00\", \"2020-03-27 04:14:50.000000+00:00\", \"2022-10-14 12:59:43.000000+00:00\", \"2022-10-29 09:17:43.000000+00:00\", \"2022-09-12 19:56:41.000000+00:00\", \"2023-06-29 01:35:41.000000+00:00\", \"2020-07-25 20:43:50.000000+00:00\"], \"session_ids\": [\"5ff3a319-ba80-4189-8a97-c58812b22243\", \"08a6bb22-f201-4a22-ad37-8e363ce8be4d\", \"e5332761-819f-482b-8d63-5689615d61fe\", \"bc8d77c3-e853-4963-b5b4-8197be028731\", \"acc8a8c1-644e-432e-845e-4b6470e31a27\", \"b7e434e8-7431-4909-8a09-63ebdfd4b0f3\", \"19152d8a-8555-4bcd-bfe4-feeea31eb31f\", \"02b61f10-7f2c-46f6-a595-ec61accf8e0b\", \"b6509393-00ed-4d60-a7b9-96c60c4a41ad\"], \"total_duration\": 11092.0, \"total_sessions\": 9, \"mean_week_duration\": 52.819}}, {\"32172\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-10 22:05:41.000000+00:00\", \"2019-05-27 06:25:24.000000+00:00\", \"2022-11-20 23:22:40.000000+00:00\"], \"session_ids\": [\"8a255e69-0ff7-473d-bf8d-1e6f7b3eddfd\", \"ac9bfd3b-556b-4e40-8fbd-094a46c1a51b\", \"22a07151-9fd9-4168-a1b5-421f81ca81d1\"], \"total_duration\": 500.0, \"total_sessions\": 3, \"mean_week_duration\": 2.747}}]\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[{\"80242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-10-27 04:14:41.000000+00:00\", \"2020-09-22 01:29:54.000000+00:00\", \"2019-06-24 18:23:37.000000+00:00\", \"2020-03-27 04:14:50.000000+00:00\", \"2022-10-14 12:59:43.000000+00:00\", \"2022-10-29 09:17:43.000000+00:00\", \"2022-09-12 19:56:41.000000+00:00\", \"2023-06-29 01:35:41.000000+00:00\", \"2020-07-25 20:43:50.000000+00:00\"], \"session_ids\": [\"5ff3a319-ba80-4189-8a97-c58812b22243\", \"08a6bb22-f201-4a22-ad37-8e363ce8be4d\", \"e5332761-819f-482b-8d63-5689615d61fe\", \"bc8d77c3-e853-4963-b5b4-8197be028731\", \"acc8a8c1-644e-432e-845e-4b6470e31a27\", \"b7e434e8-7431-4909-8a09-63ebdfd4b0f3\", \"19152d8a-8555-4bcd-bfe4-feeea31eb31f\", \"02b61f10-7f2c-46f6-a595-ec61accf8e0b\", \"b6509393-00ed-4d60-a7b9-96c60c4a41ad\"], \"total_duration\": 11092.0, \"total_sessions\": 9, \"mean_week_duration\": 52.819}}, {\"32172\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-10 22:05:41.000000+00:00\", \"2019-05-27 06:25:24.000000+00:00\", \"2022-11-20 23:22:40.000000+00:00\"], \"session_ids\": [\"8a255e69-0ff7-473d-bf8d-1e6f7b3eddfd\", \"ac9bfd3b-556b-4e40-8fbd-094a46c1a51b\", \"22a07151-9fd9-4168-a1b5-421f81ca81d1\"], \"total_duration\": 500.0, \"total_sessions\": 3, \"mean_week_duration\": 2.747}}]\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 3 users who are residing in cities Lisbon, New Delhi, Sydney and in addition do sorting by town center name in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Larebon, New Delhi, Sydney"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Lisbon\", \"New Delhi\", \"Sydney\"]]}}}\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": "Show me 2 users whose sum of sessions is bigger than 4 (not including) and smaller than 5 in addition perform sorting by duration total form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37939\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Rio de Janeiro\", \"datetimes\": [\"2019-04-19 14:41:58.000000+00:00\", \"2021-12-27 20:01:30.000000+00:00\"], \"session_ids\": [\"8c224739-8b99-44d5-b067-b1dd8e9710c5\", \"477ea1a1-ab0c-4068-88e8-5d3d4a96c296\"], \"total_duration\": 349.0, \"total_sessions\": 2, \"mean_week_duration\": 2.475}, \"33501\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2022-04-27 19:27:23.000000+00:00\", \"2020-02-24 22:27:46.000000+00:00\"], \"session_ids\": [\"92691780-a2cc-4562-a87d-ee4d7aca5d84\", \"66109f9a-ef27-462c-a1dc-558794b3b3bc\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 1.254}, \"23878\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-09-06 06:52:34.000000+00:00\", \"2019-11-22 04:45:31.000000+00:00\", \"2023-06-09 00:13:48.000000+00:00\", \"2022-12-19 23:31:11.000000+00:00\"], \"session_ids\": [\"01c6c6ed-019e-4c21-8042-1ba1222425f4\", \"1a9c5c02-0d78-48f1-a31b-c301f3423049\", \"e57adb02-030a-464e-8d12-6eb9964fc55e\", \"3b3b5749-689c-4ee1-ac10-24aa178c2cf7\"], \"total_duration\": 752.0, \"total_sessions\": 4, \"mean_week_duration\": 3.837}, \"72555\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-09-29 20:39:39.000000+00:00\", \"2023-01-25 21:52:33.000000+00:00\", \"2022-05-28 03:56:35.000000+00:00\"], \"session_ids\": [\"09d64e36-9f81-40ee-923c-d51dc2d07d55\", \"965bce6c-28bc-497a-8808-0f1f685f49c9\", \"cdaec0c8-bc18-4965-a574-2fb4209578ff\"], \"total_duration\": 722.0, \"total_sessions\": 3, \"mean_week_duration\": 4.149}, \"72450\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-04-03 16:12:23.000000+00:00\", \"2020-02-23 13:22:00.000000+00:00\", \"2021-06-02 18:03:24.000000+00:00\", \"2019-05-09 17:35:25.000000+00:00\", \"2019-01-21 14:45:28.000000+00:00\", \"2022-12-30 13:46:15.000000+00:00\", \"2021-12-26 14:15:05.000000+00:00\", \"2023-03-17 11:06:50.000000+00:00\"], \"session_ids\": [\"af7fda97-4d0b-4c79-b7c6-2a07bfd14165\", \"37c04246-e371-4488-b593-40c59241404b\", \"28cdf276-1738-4d2f-a8f1-0a666129bd5e\", \"9de5109f-172b-445c-9f3c-4bd1a5dcc5d6\", \"8f34d9a9-1e98-4fcf-b323-4eaf22c6b0b4\", \"6d95cf37-47d7-43b8-97e2-22bb3bc568fd\", \"8aa4504a-27d2-4273-a64c-44bc79c20dcd\", \"a63f9f64-bed1-437b-a302-190ceb2deb75\"], \"total_duration\": 14054.0, \"total_sessions\": 8, \"mean_week_duration\": 64.174}, \"43908\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-08 02:54:34.000000+00:00\", \"2020-11-23 08:43:29.000000+00:00\"], \"session_ids\": [\"f25a80c1-300b-4345-a56d-11379caddd4a\", \"be8a7ffe-79c6-4619-a9fe-9295a93b0ad4\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 1.1}, \"48714\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-24 10:46:38.000000+00:00\", \"2019-08-02 03:44:31.000000+00:00\", \"2021-06-19 00:52:31.000000+00:00\", \"2022-03-26 20:26:40.000000+00:00\", \"2020-11-29 12:12:36.000000+00:00\", \"2021-07-01 08:14:17.000000+00:00\", \"2022-10-28 18:16:01.000000+00:00\", \"2019-03-10 13:18:32.000000+00:00\", \"2022-12-29 13:11:00.000000+00:00\"], \"session_ids\": [\"927798c7-3790-413c-a1df-ea3c813b4dc4\", \"841f6394-dc6d-4b72-9018-833a36e26484\", \"1f5370f9-973c-42d0-bab0-ede8e56408af\", \"4e5d863c-4302-4901-a2b2-4083dd8d4f8e\", \"6f954bdd-b39f-40fc-9b81-427cd8682c96\", \"914de0a6-eede-4c8d-b26d-f693c347cef8\", \"bfa6dda1-66d7-4000-9b74-ba48a09673df\", \"b7ee2415-e4d3-438f-b51b-069a3719f293\", \"74da9fc6-92b5-4074-86e6-8db90767119b\"], \"total_duration\": 9657.0, \"total_sessions\": 9, \"mean_week_duration\": 48.528}, \"33007\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-08-03 08:15:07.000000+00:00\", \"2019-08-22 06:52:06.000000+00:00\"], \"session_ids\": [\"6738d793-672c-4925-9306-f608668ab570\", \"8ba4116b-ef15-454a-80fb-e41a3bf9b5f2\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 1.402}, \"38140\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-18 11:02:42.000000+00:00\", \"2022-08-24 06:03:25.000000+00:00\", \"2021-05-04 08:42:47.000000+00:00\"], \"session_ids\": [\"3faf3195-a264-4352-955d-c26954ec7050\", \"6ee7bb28-6e3d-4a29-aa9a-9deb1f9509ab\", \"121d6dd1-97aa-44f3-8d48-9f92ac936527\"], \"total_duration\": 902.0, \"total_sessions\": 3, \"mean_week_duration\": 13.265}, \"52203\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-11 14:20:54.000000+00:00\", \"2020-07-25 04:25:51.000000+00:00\"], \"session_ids\": [\"7f367fa8-13c3-4beb-904a-788603bd7c99\", \"821c7555-d5b2-438e-9f0c-36d056ba160e\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 2.857}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 4 and are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[4, 5]]}}}\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": "Show me 5 users whose average week duration is less than 16 and strictly greater than 46 and do sorting by total duration descending."
}
] |
[
{
"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{\"37336\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-06-18 15:20:24.000000+00:00\", \"2020-04-05 06:24:07.000000+00:00\"], \"session_ids\": [\"23c68398-dde8-4fb0-8d56-ef6ed5009f81\", \"b1ee63ef-c8b4-4262-b0ca-9b27ccc6f8cf\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.791}, \"68090\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-07 18:48:01.000000+00:00\", \"2019-11-29 03:01:39.000000+00:00\"], \"session_ids\": [\"98f32a49-7ba9-4e77-a47b-041698fa22eb\", \"22361872-1890-4c2f-b26b-4c9d8dd4c4f9\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 5.176}, \"36859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-21 16:57:04.000000+00:00\", \"2022-02-08 09:49:58.000000+00:00\"], \"session_ids\": [\"ceae0457-a6e1-4044-bc52-a45c8ce75d9b\", \"c6ad49ea-bef6-49cf-a249-3d33fd882ea8\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 2.993}, \"12739\": {\"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\": \"Rome\", \"datetimes\": [\"2021-08-02 04:42:53.000000+00:00\", \"2022-07-02 02:28:34.000000+00:00\", \"2022-09-15 14:19:12.000000+00:00\", \"2022-05-28 19:06:37.000000+00:00\", \"2019-12-20 03:34:31.000000+00:00\"], \"session_ids\": [\"a9b05fea-cde4-4722-b778-766ce7a5cbd1\", \"aa3874a8-0ffb-4eeb-a0a5-b24c8d7c0b3f\", \"72a90f54-f978-42ed-ae4c-676ff645a8f4\", \"cddf9ca0-f556-4871-9d3a-7e2d64e92d16\", \"209b7d36-a40e-4d74-851f-8f6ef9afd407\"], \"total_duration\": 669.0, \"total_sessions\": 5, \"mean_week_duration\": 4.678}, \"54829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-01-14 12:20:22.000000+00:00\", \"2020-04-29 09:33:54.000000+00:00\", \"2023-02-25 09:08:33.000000+00:00\", \"2019-07-30 20:53:05.000000+00:00\", \"2022-11-09 15:53:21.000000+00:00\"], \"session_ids\": [\"f7104a58-905e-495f-a8af-186a9026e398\", \"ae6b9c3a-f2fb-48cc-b75c-e9141598318e\", \"e3ab352a-8da8-454d-afc3-8492c55af9d5\", \"45b34592-90cd-49c8-878e-6d115cbba366\", \"c6b59258-6015-4d48-945f-10cd2754faeb\"], \"total_duration\": 158.0, \"total_sessions\": 5, \"mean_week_duration\": 0.845}, \"15505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-10-23 18:20:49.000000+00:00\", \"2021-08-28 06:05:21.000000+00:00\"], \"session_ids\": [\"784fe1a3-6183-411d-9cf7-2c6a2da8fbfe\", \"8aa8a8c7-fbe5-432d-acd6-b4016405f092\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 4.557}, \"22387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-05 22:04:09.000000+00:00\", \"2020-08-15 03:24:19.000000+00:00\", \"2019-09-12 23:19:39.000000+00:00\"], \"session_ids\": [\"3ff93548-9e3c-4977-b86b-dc2c2d520c40\", \"7701df98-3108-4583-942f-93ef254c7ce1\", \"a6c4fddb-f5b7-4af9-8842-e13a89b6293f\"], \"total_duration\": 323.0, \"total_sessions\": 3, \"mean_week_duration\": 1.737}, \"61411\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-02-15 21:47:20.000000+00:00\", \"2020-10-17 06:43:30.000000+00:00\", \"2022-12-03 17:42:20.000000+00:00\", \"2022-09-27 02:41:21.000000+00:00\", \"2019-12-29 11:46:00.000000+00:00\", \"2019-08-08 13:30:28.000000+00:00\", \"2023-06-29 06:39:35.000000+00:00\"], \"session_ids\": [\"2e1b2cc6-40e0-4433-a2bd-4cd8ea2378c7\", \"beb40863-c045-4335-b761-e81ea9fa3941\", \"ebad5fa4-a34e-4741-80f5-77a3589f4342\", \"84016043-1bb3-4b66-a07a-465cf5983b5f\", \"1bc4f2b8-c1ed-4f85-ac6a-cfa7c4f3a29c\", \"ab5b0ced-173a-47c3-a716-dc97931e72f4\", \"f84692b9-9f84-41ba-b102-d0d4c8a2e815\"], \"total_duration\": 4553.0, \"total_sessions\": 7, \"mean_week_duration\": 22.429}, \"16058\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-03-07 18:56:16.000000+00:00\", \"2019-04-02 04:49:20.000000+00:00\", \"2021-11-28 16:40:41.000000+00:00\"], \"session_ids\": [\"df66d320-1dde-4b69-b9e1-1cf1215a0f50\", \"ca4a2565-4e61-43c9-9d16-1c4da4b473f5\", \"89fbfe30-4085-4e4a-b6f1-47a390f1b4fe\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.434}, \"11649\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-01-26 15:57:20.000000+00:00\", \"2022-12-22 02:39:44.000000+00:00\", \"2020-07-04 06:54:12.000000+00:00\", \"2020-11-21 23:15:45.000000+00:00\"], \"session_ids\": [\"b5b1252c-f387-4457-877a-945c5f901a65\", \"73c15a9d-c13d-4004-9e4e-090db034fca3\", \"ac5f6564-7e11-49a8-9d46-81846ad30fe3\", \"ee5cb5d4-de1d-41a9-98b5-e04eb909c5ca\"], \"total_duration\": 2050.0, \"total_sessions\": 4, \"mean_week_duration\": 15.891}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 16 and are greater than 46"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[16, 46]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37336\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-06-18 15:20:24.000000+00:00\", \"2020-04-05 06:24:07.000000+00:00\"], \"session_ids\": [\"23c68398-dde8-4fb0-8d56-ef6ed5009f81\", \"b1ee63ef-c8b4-4262-b0ca-9b27ccc6f8cf\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.791}, \"68090\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-07 18:48:01.000000+00:00\", \"2019-11-29 03:01:39.000000+00:00\"], \"session_ids\": [\"98f32a49-7ba9-4e77-a47b-041698fa22eb\", \"22361872-1890-4c2f-b26b-4c9d8dd4c4f9\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 5.176}, \"36859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-21 16:57:04.000000+00:00\", \"2022-02-08 09:49:58.000000+00:00\"], \"session_ids\": [\"ceae0457-a6e1-4044-bc52-a45c8ce75d9b\", \"c6ad49ea-bef6-49cf-a249-3d33fd882ea8\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 2.993}, \"12739\": {\"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\": \"Rome\", \"datetimes\": [\"2021-08-02 04:42:53.000000+00:00\", \"2022-07-02 02:28:34.000000+00:00\", \"2022-09-15 14:19:12.000000+00:00\", \"2022-05-28 19:06:37.000000+00:00\", \"2019-12-20 03:34:31.000000+00:00\"], \"session_ids\": [\"a9b05fea-cde4-4722-b778-766ce7a5cbd1\", \"aa3874a8-0ffb-4eeb-a0a5-b24c8d7c0b3f\", \"72a90f54-f978-42ed-ae4c-676ff645a8f4\", \"cddf9ca0-f556-4871-9d3a-7e2d64e92d16\", \"209b7d36-a40e-4d74-851f-8f6ef9afd407\"], \"total_duration\": 669.0, \"total_sessions\": 5, \"mean_week_duration\": 4.678}, \"54829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-01-14 12:20:22.000000+00:00\", \"2020-04-29 09:33:54.000000+00:00\", \"2023-02-25 09:08:33.000000+00:00\", \"2019-07-30 20:53:05.000000+00:00\", \"2022-11-09 15:53:21.000000+00:00\"], \"session_ids\": [\"f7104a58-905e-495f-a8af-186a9026e398\", \"ae6b9c3a-f2fb-48cc-b75c-e9141598318e\", \"e3ab352a-8da8-454d-afc3-8492c55af9d5\", \"45b34592-90cd-49c8-878e-6d115cbba366\", \"c6b59258-6015-4d48-945f-10cd2754faeb\"], \"total_duration\": 158.0, \"total_sessions\": 5, \"mean_week_duration\": 0.845}, \"15505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-10-23 18:20:49.000000+00:00\", \"2021-08-28 06:05:21.000000+00:00\"], \"session_ids\": [\"784fe1a3-6183-411d-9cf7-2c6a2da8fbfe\", \"8aa8a8c7-fbe5-432d-acd6-b4016405f092\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 4.557}, \"22387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-05 22:04:09.000000+00:00\", \"2020-08-15 03:24:19.000000+00:00\", \"2019-09-12 23:19:39.000000+00:00\"], \"session_ids\": [\"3ff93548-9e3c-4977-b86b-dc2c2d520c40\", \"7701df98-3108-4583-942f-93ef254c7ce1\", \"a6c4fddb-f5b7-4af9-8842-e13a89b6293f\"], \"total_duration\": 323.0, \"total_sessions\": 3, \"mean_week_duration\": 1.737}, \"16058\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-03-07 18:56:16.000000+00:00\", \"2019-04-02 04:49:20.000000+00:00\", \"2021-11-28 16:40:41.000000+00:00\"], \"session_ids\": [\"df66d320-1dde-4b69-b9e1-1cf1215a0f50\", \"ca4a2565-4e61-43c9-9d16-1c4da4b473f5\", \"89fbfe30-4085-4e4a-b6f1-47a390f1b4fe\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.434}, \"11649\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-01-26 15:57:20.000000+00:00\", \"2022-12-22 02:39:44.000000+00:00\", \"2020-07-04 06:54:12.000000+00:00\", \"2020-11-21 23:15:45.000000+00:00\"], \"session_ids\": [\"b5b1252c-f387-4457-877a-945c5f901a65\", \"73c15a9d-c13d-4004-9e4e-090db034fca3\", \"ac5f6564-7e11-49a8-9d46-81846ad30fe3\", \"ee5cb5d4-de1d-41a9-98b5-e04eb909c5ca\"], \"total_duration\": 2050.0, \"total_sessions\": 4, \"mean_week_duration\": 15.891}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"11649\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-01-26 15:57:20.000000+00:00\", \"2022-12-22 02:39:44.000000+00:00\", \"2020-07-04 06:54:12.000000+00:00\", \"2020-11-21 23:15:45.000000+00:00\"], \"session_ids\": [\"b5b1252c-f387-4457-877a-945c5f901a65\", \"73c15a9d-c13d-4004-9e4e-090db034fca3\", \"ac5f6564-7e11-49a8-9d46-81846ad30fe3\", \"ee5cb5d4-de1d-41a9-98b5-e04eb909c5ca\"], \"total_duration\": 2050.0, \"total_sessions\": 4, \"mean_week_duration\": 15.891}}, {\"12739\": {\"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\": \"Rome\", \"datetimes\": [\"2021-08-02 04:42:53.000000+00:00\", \"2022-07-02 02:28:34.000000+00:00\", \"2022-09-15 14:19:12.000000+00:00\", \"2022-05-28 19:06:37.000000+00:00\", \"2019-12-20 03:34:31.000000+00:00\"], \"session_ids\": [\"a9b05fea-cde4-4722-b778-766ce7a5cbd1\", \"aa3874a8-0ffb-4eeb-a0a5-b24c8d7c0b3f\", \"72a90f54-f978-42ed-ae4c-676ff645a8f4\", \"cddf9ca0-f556-4871-9d3a-7e2d64e92d16\", \"209b7d36-a40e-4d74-851f-8f6ef9afd407\"], \"total_duration\": 669.0, \"total_sessions\": 5, \"mean_week_duration\": 4.678}}, {\"36859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-21 16:57:04.000000+00:00\", \"2022-02-08 09:49:58.000000+00:00\"], \"session_ids\": [\"ceae0457-a6e1-4044-bc52-a45c8ce75d9b\", \"c6ad49ea-bef6-49cf-a249-3d33fd882ea8\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 2.993}}, {\"22387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-05 22:04:09.000000+00:00\", \"2020-08-15 03:24:19.000000+00:00\", \"2019-09-12 23:19:39.000000+00:00\"], \"session_ids\": [\"3ff93548-9e3c-4977-b86b-dc2c2d520c40\", \"7701df98-3108-4583-942f-93ef254c7ce1\", \"a6c4fddb-f5b7-4af9-8842-e13a89b6293f\"], \"total_duration\": 323.0, \"total_sessions\": 3, \"mean_week_duration\": 1.737}}, {\"15505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-10-23 18:20:49.000000+00:00\", \"2021-08-28 06:05:21.000000+00:00\"], \"session_ids\": [\"784fe1a3-6183-411d-9cf7-2c6a2da8fbfe\", \"8aa8a8c7-fbe5-432d-acd6-b4016405f092\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 4.557}}, {\"54829\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-01-14 12:20:22.000000+00:00\", \"2020-04-29 09:33:54.000000+00:00\", \"2023-02-25 09:08:33.000000+00:00\", \"2019-07-30 20:53:05.000000+00:00\", \"2022-11-09 15:53:21.000000+00:00\"], \"session_ids\": [\"f7104a58-905e-495f-a8af-186a9026e398\", \"ae6b9c3a-f2fb-48cc-b75c-e9141598318e\", \"e3ab352a-8da8-454d-afc3-8492c55af9d5\", \"45b34592-90cd-49c8-878e-6d115cbba366\", \"c6b59258-6015-4d48-945f-10cd2754faeb\"], \"total_duration\": 158.0, \"total_sessions\": 5, \"mean_week_duration\": 0.845}}, {\"37336\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-06-18 15:20:24.000000+00:00\", \"2020-04-05 06:24:07.000000+00:00\"], \"session_ids\": [\"23c68398-dde8-4fb0-8d56-ef6ed5009f81\", \"b1ee63ef-c8b4-4262-b0ca-9b27ccc6f8cf\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.791}}, {\"16058\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-03-07 18:56:16.000000+00:00\", \"2019-04-02 04:49:20.000000+00:00\", \"2021-11-28 16:40:41.000000+00:00\"], \"session_ids\": [\"df66d320-1dde-4b69-b9e1-1cf1215a0f50\", \"ca4a2565-4e61-43c9-9d16-1c4da4b473f5\", \"89fbfe30-4085-4e4a-b6f1-47a390f1b4fe\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 0.434}}, {\"68090\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-07 18:48:01.000000+00:00\", \"2019-11-29 03:01:39.000000+00:00\"], \"session_ids\": [\"98f32a49-7ba9-4e77-a47b-041698fa22eb\", \"22361872-1890-4c2f-b26b-4c9d8dd4c4f9\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 5.176}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 5 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"11649\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-01-26 15:57:20.000000+00:00\", \"2022-12-22 02:39:44.000000+00:00\", \"2020-07-04 06:54:12.000000+00:00\", \"2020-11-21 23:15:45.000000+00:00\"], \"session_ids\": [\"b5b1252c-f387-4457-877a-945c5f901a65\", \"73c15a9d-c13d-4004-9e4e-090db034fca3\", \"ac5f6564-7e11-49a8-9d46-81846ad30fe3\", \"ee5cb5d4-de1d-41a9-98b5-e04eb909c5ca\"], \"total_duration\": 2050.0, \"total_sessions\": 4, \"mean_week_duration\": 15.891}}, {\"12739\": {\"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\": \"Rome\", \"datetimes\": [\"2021-08-02 04:42:53.000000+00:00\", \"2022-07-02 02:28:34.000000+00:00\", \"2022-09-15 14:19:12.000000+00:00\", \"2022-05-28 19:06:37.000000+00:00\", \"2019-12-20 03:34:31.000000+00:00\"], \"session_ids\": [\"a9b05fea-cde4-4722-b778-766ce7a5cbd1\", \"aa3874a8-0ffb-4eeb-a0a5-b24c8d7c0b3f\", \"72a90f54-f978-42ed-ae4c-676ff645a8f4\", \"cddf9ca0-f556-4871-9d3a-7e2d64e92d16\", \"209b7d36-a40e-4d74-851f-8f6ef9afd407\"], \"total_duration\": 669.0, \"total_sessions\": 5, \"mean_week_duration\": 4.678}}, {\"36859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-21 16:57:04.000000+00:00\", \"2022-02-08 09:49:58.000000+00:00\"], \"session_ids\": [\"ceae0457-a6e1-4044-bc52-a45c8ce75d9b\", \"c6ad49ea-bef6-49cf-a249-3d33fd882ea8\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 2.993}}, {\"22387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-05 22:04:09.000000+00:00\", \"2020-08-15 03:24:19.000000+00:00\", \"2019-09-12 23:19:39.000000+00:00\"], \"session_ids\": [\"3ff93548-9e3c-4977-b86b-dc2c2d520c40\", \"7701df98-3108-4583-942f-93ef254c7ce1\", \"a6c4fddb-f5b7-4af9-8842-e13a89b6293f\"], \"total_duration\": 323.0, \"total_sessions\": 3, \"mean_week_duration\": 1.737}}, {\"15505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-10-23 18:20:49.000000+00:00\", \"2021-08-28 06:05:21.000000+00:00\"], \"session_ids\": [\"784fe1a3-6183-411d-9cf7-2c6a2da8fbfe\", \"8aa8a8c7-fbe5-432d-acd6-b4016405f092\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 4.557}}]\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[{\"11649\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-01-26 15:57:20.000000+00:00\", \"2022-12-22 02:39:44.000000+00:00\", \"2020-07-04 06:54:12.000000+00:00\", \"2020-11-21 23:15:45.000000+00:00\"], \"session_ids\": [\"b5b1252c-f387-4457-877a-945c5f901a65\", \"73c15a9d-c13d-4004-9e4e-090db034fca3\", \"ac5f6564-7e11-49a8-9d46-81846ad30fe3\", \"ee5cb5d4-de1d-41a9-98b5-e04eb909c5ca\"], \"total_duration\": 2050.0, \"total_sessions\": 4, \"mean_week_duration\": 15.891}}, {\"12739\": {\"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\": \"Rome\", \"datetimes\": [\"2021-08-02 04:42:53.000000+00:00\", \"2022-07-02 02:28:34.000000+00:00\", \"2022-09-15 14:19:12.000000+00:00\", \"2022-05-28 19:06:37.000000+00:00\", \"2019-12-20 03:34:31.000000+00:00\"], \"session_ids\": [\"a9b05fea-cde4-4722-b778-766ce7a5cbd1\", \"aa3874a8-0ffb-4eeb-a0a5-b24c8d7c0b3f\", \"72a90f54-f978-42ed-ae4c-676ff645a8f4\", \"cddf9ca0-f556-4871-9d3a-7e2d64e92d16\", \"209b7d36-a40e-4d74-851f-8f6ef9afd407\"], \"total_duration\": 669.0, \"total_sessions\": 5, \"mean_week_duration\": 4.678}}, {\"36859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-21 16:57:04.000000+00:00\", \"2022-02-08 09:49:58.000000+00:00\"], \"session_ids\": [\"ceae0457-a6e1-4044-bc52-a45c8ce75d9b\", \"c6ad49ea-bef6-49cf-a249-3d33fd882ea8\"], \"total_duration\": 425.0, \"total_sessions\": 2, \"mean_week_duration\": 2.993}}, {\"22387\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-05 22:04:09.000000+00:00\", \"2020-08-15 03:24:19.000000+00:00\", \"2019-09-12 23:19:39.000000+00:00\"], \"session_ids\": [\"3ff93548-9e3c-4977-b86b-dc2c2d520c40\", \"7701df98-3108-4583-942f-93ef254c7ce1\", \"a6c4fddb-f5b7-4af9-8842-e13a89b6293f\"], \"total_duration\": 323.0, \"total_sessions\": 3, \"mean_week_duration\": 1.737}}, {\"15505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-10-23 18:20:49.000000+00:00\", \"2021-08-28 06:05:21.000000+00:00\"], \"session_ids\": [\"784fe1a3-6183-411d-9cf7-2c6a2da8fbfe\", \"8aa8a8c7-fbe5-432d-acd6-b4016405f092\"], \"total_duration\": 278.0, \"total_sessions\": 2, \"mean_week_duration\": 4.557}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 4 users who have mean of duration of sessions per week strictly greater than 45 and strictly less than 16 also sort by site usage time in descending."
}
] |
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