conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97184\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-10-12 16:34:57.000000+00:00\", \"2021-10-08 06:00:59.000000+00:00\"], \"session_ids\": [\"1143950d-cbf4-4ec1-91ef-8a6a4468c238\", \"1000646e-1d44-445d-810d-49704191c8d3\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 47.0}}, {\"42535\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-30 00:43:12.000000+00:00\", \"2021-06-10 01:34:54.000000+00:00\"], \"session_ids\": [\"5fab9e33-610d-4da4-a6bc-656df76acba7\", \"33f00f3c-7bc8-4c67-bc51-fbc31384a006\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 4.947}}, {\"54644\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-13 01:47:05.000000+00:00\", \"2022-07-16 02:40:03.000000+00:00\"], \"session_ids\": [\"ff6a4b77-5772-402f-ac2c-ac89e39863a7\", \"aaf36a48-45de-4be4-9b76-c5c5356f40dc\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 4.857}}, {\"31628\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-30 15:32:40.000000+00:00\", \"2020-11-11 16:36:52.000000+00:00\", \"2019-06-02 15:55:31.000000+00:00\"], \"session_ids\": [\"237221a3-aae3-41c0-af71-4551af035039\", \"5ace50a8-5c1b-49dd-bbf2-dd1dd0ebb3ce\", \"cd4d0e93-6323-4e16-8b40-b24ac43e9a5f\"], \"total_duration\": 873.0, \"total_sessions\": 3, \"mean_week_duration\": 5.422}}, {\"54294\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-20 22:55:33.000000+00:00\", \"2021-03-05 22:05:30.000000+00:00\", \"2023-01-08 23:17:19.000000+00:00\", \"2022-11-26 04:33:40.000000+00:00\", \"2022-05-20 19:26:05.000000+00:00\"], \"session_ids\": [\"79cec7d3-3cac-4ca6-b547-78e1419203da\", \"a7316c08-751e-4547-b685-bf9e8d8f5de7\", \"fc1a3732-7ba7-4e45-9d84-01bc738f92b3\", \"7381dfee-23a4-4d47-ac62-e7c76b207eb3\", \"baf185c5-e454-430f-8c93-a06124d956a0\"], \"total_duration\": 2880.0, \"total_sessions\": 5, \"mean_week_duration\": 24.0}}, {\"43941\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-12-22 01:10:35.000000+00:00\", \"2019-07-27 05:10:29.000000+00:00\", \"2022-09-08 06:25:08.000000+00:00\", \"2020-04-13 00:52:50.000000+00:00\", \"2021-06-30 08:49:20.000000+00:00\", \"2022-09-30 23:05:45.000000+00:00\", \"2021-10-08 13:49:03.000000+00:00\", \"2020-08-20 04:18:41.000000+00:00\", \"2020-09-24 06:41:51.000000+00:00\", \"2019-10-04 19:36:05.000000+00:00\", \"2022-07-23 21:06:02.000000+00:00\"], \"session_ids\": [\"ea4100a7-533f-4281-a94e-a20e3b9c427d\", \"f88dd7df-42e6-4db4-b8e6-d4a448b744b5\", \"de82a35b-f1cc-4f87-89a0-98c849ee3a69\", \"6d30b819-04de-448e-87b9-a0af96d98525\", \"0fb158a3-8209-4e61-9c2f-95d159a730c0\", \"6158d664-91dc-45c5-91db-16f68268068c\", \"8f5d3891-ee6a-4050-ba5e-6b14d9fef084\", \"72f8fb93-29af-440d-9af0-b2465012b01c\", \"c5508de4-bcef-4175-a6ac-5a6b6da615fb\", \"ed303315-92de-471f-8dde-9d95332586ba\", \"94f430ba-6c5e-4d31-9383-fda94554fb0a\"], \"total_duration\": 29123.0, \"total_sessions\": 11, \"mean_week_duration\": 175.44}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 6 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97184\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-10-12 16:34:57.000000+00:00\", \"2021-10-08 06:00:59.000000+00:00\"], \"session_ids\": [\"1143950d-cbf4-4ec1-91ef-8a6a4468c238\", \"1000646e-1d44-445d-810d-49704191c8d3\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 47.0}}, {\"42535\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-30 00:43:12.000000+00:00\", \"2021-06-10 01:34:54.000000+00:00\"], \"session_ids\": [\"5fab9e33-610d-4da4-a6bc-656df76acba7\", \"33f00f3c-7bc8-4c67-bc51-fbc31384a006\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 4.947}}, {\"54644\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-13 01:47:05.000000+00:00\", \"2022-07-16 02:40:03.000000+00:00\"], \"session_ids\": [\"ff6a4b77-5772-402f-ac2c-ac89e39863a7\", \"aaf36a48-45de-4be4-9b76-c5c5356f40dc\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 4.857}}, {\"31628\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-30 15:32:40.000000+00:00\", \"2020-11-11 16:36:52.000000+00:00\", \"2019-06-02 15:55:31.000000+00:00\"], \"session_ids\": [\"237221a3-aae3-41c0-af71-4551af035039\", \"5ace50a8-5c1b-49dd-bbf2-dd1dd0ebb3ce\", \"cd4d0e93-6323-4e16-8b40-b24ac43e9a5f\"], \"total_duration\": 873.0, \"total_sessions\": 3, \"mean_week_duration\": 5.422}}, {\"54294\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-20 22:55:33.000000+00:00\", \"2021-03-05 22:05:30.000000+00:00\", \"2023-01-08 23:17:19.000000+00:00\", \"2022-11-26 04:33:40.000000+00:00\", \"2022-05-20 19:26:05.000000+00:00\"], \"session_ids\": [\"79cec7d3-3cac-4ca6-b547-78e1419203da\", \"a7316c08-751e-4547-b685-bf9e8d8f5de7\", \"fc1a3732-7ba7-4e45-9d84-01bc738f92b3\", \"7381dfee-23a4-4d47-ac62-e7c76b207eb3\", \"baf185c5-e454-430f-8c93-a06124d956a0\"], \"total_duration\": 2880.0, \"total_sessions\": 5, \"mean_week_duration\": 24.0}}, {\"43941\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-12-22 01:10:35.000000+00:00\", \"2019-07-27 05:10:29.000000+00:00\", \"2022-09-08 06:25:08.000000+00:00\", \"2020-04-13 00:52:50.000000+00:00\", \"2021-06-30 08:49:20.000000+00:00\", \"2022-09-30 23:05:45.000000+00:00\", \"2021-10-08 13:49:03.000000+00:00\", \"2020-08-20 04:18:41.000000+00:00\", \"2020-09-24 06:41:51.000000+00:00\", \"2019-10-04 19:36:05.000000+00:00\", \"2022-07-23 21:06:02.000000+00:00\"], \"session_ids\": [\"ea4100a7-533f-4281-a94e-a20e3b9c427d\", \"f88dd7df-42e6-4db4-b8e6-d4a448b744b5\", \"de82a35b-f1cc-4f87-89a0-98c849ee3a69\", \"6d30b819-04de-448e-87b9-a0af96d98525\", \"0fb158a3-8209-4e61-9c2f-95d159a730c0\", \"6158d664-91dc-45c5-91db-16f68268068c\", \"8f5d3891-ee6a-4050-ba5e-6b14d9fef084\", \"72f8fb93-29af-440d-9af0-b2465012b01c\", \"c5508de4-bcef-4175-a6ac-5a6b6da615fb\", \"ed303315-92de-471f-8dde-9d95332586ba\", \"94f430ba-6c5e-4d31-9383-fda94554fb0a\"], \"total_duration\": 29123.0, \"total_sessions\": 11, \"mean_week_duration\": 175.44}}]\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[{\"97184\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-10-12 16:34:57.000000+00:00\", \"2021-10-08 06:00:59.000000+00:00\"], \"session_ids\": [\"1143950d-cbf4-4ec1-91ef-8a6a4468c238\", \"1000646e-1d44-445d-810d-49704191c8d3\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 47.0}}, {\"42535\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-30 00:43:12.000000+00:00\", \"2021-06-10 01:34:54.000000+00:00\"], \"session_ids\": [\"5fab9e33-610d-4da4-a6bc-656df76acba7\", \"33f00f3c-7bc8-4c67-bc51-fbc31384a006\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 4.947}}, {\"54644\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-13 01:47:05.000000+00:00\", \"2022-07-16 02:40:03.000000+00:00\"], \"session_ids\": [\"ff6a4b77-5772-402f-ac2c-ac89e39863a7\", \"aaf36a48-45de-4be4-9b76-c5c5356f40dc\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 4.857}}, {\"31628\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-06-30 15:32:40.000000+00:00\", \"2020-11-11 16:36:52.000000+00:00\", \"2019-06-02 15:55:31.000000+00:00\"], \"session_ids\": [\"237221a3-aae3-41c0-af71-4551af035039\", \"5ace50a8-5c1b-49dd-bbf2-dd1dd0ebb3ce\", \"cd4d0e93-6323-4e16-8b40-b24ac43e9a5f\"], \"total_duration\": 873.0, \"total_sessions\": 3, \"mean_week_duration\": 5.422}}, {\"54294\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-06-20 22:55:33.000000+00:00\", \"2021-03-05 22:05:30.000000+00:00\", \"2023-01-08 23:17:19.000000+00:00\", \"2022-11-26 04:33:40.000000+00:00\", \"2022-05-20 19:26:05.000000+00:00\"], \"session_ids\": [\"79cec7d3-3cac-4ca6-b547-78e1419203da\", \"a7316c08-751e-4547-b685-bf9e8d8f5de7\", \"fc1a3732-7ba7-4e45-9d84-01bc738f92b3\", \"7381dfee-23a4-4d47-ac62-e7c76b207eb3\", \"baf185c5-e454-430f-8c93-a06124d956a0\"], \"total_duration\": 2880.0, \"total_sessions\": 5, \"mean_week_duration\": 24.0}}, {\"43941\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-12-22 01:10:35.000000+00:00\", \"2019-07-27 05:10:29.000000+00:00\", \"2022-09-08 06:25:08.000000+00:00\", \"2020-04-13 00:52:50.000000+00:00\", \"2021-06-30 08:49:20.000000+00:00\", \"2022-09-30 23:05:45.000000+00:00\", \"2021-10-08 13:49:03.000000+00:00\", \"2020-08-20 04:18:41.000000+00:00\", \"2020-09-24 06:41:51.000000+00:00\", \"2019-10-04 19:36:05.000000+00:00\", \"2022-07-23 21:06:02.000000+00:00\"], \"session_ids\": [\"ea4100a7-533f-4281-a94e-a20e3b9c427d\", \"f88dd7df-42e6-4db4-b8e6-d4a448b744b5\", \"de82a35b-f1cc-4f87-89a0-98c849ee3a69\", \"6d30b819-04de-448e-87b9-a0af96d98525\", \"0fb158a3-8209-4e61-9c2f-95d159a730c0\", \"6158d664-91dc-45c5-91db-16f68268068c\", \"8f5d3891-ee6a-4050-ba5e-6b14d9fef084\", \"72f8fb93-29af-440d-9af0-b2465012b01c\", \"c5508de4-bcef-4175-a6ac-5a6b6da615fb\", \"ed303315-92de-471f-8dde-9d95332586ba\", \"94f430ba-6c5e-4d31-9383-fda94554fb0a\"], \"total_duration\": 29123.0, \"total_sessions\": 11, \"mean_week_duration\": 175.44}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 3 users to me who count of sessions less than 2 and greater than 9 (not including) , moreover sort by name of the city risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-07 14:59:11.000000+00:00\", \"2020-09-09 07:51:56.000000+00:00\"], \"session_ids\": [\"bd534170-20d2-417f-9ef5-0001c507ef1c\", \"db8ac9c8-013a-45f0-aa83-75661ab8e313\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 14.903}, \"63226\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-20 12:09:53.000000+00:00\", \"2020-02-13 07:35:02.000000+00:00\"], \"session_ids\": [\"78a34e9b-9fb5-4ca4-9880-6fc800166a76\", \"4f2234bc-8c30-4921-a5ad-58a32c045d90\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.398}, \"46683\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-19 03:40:15.000000+00:00\", \"2021-11-02 18:24:45.000000+00:00\"], \"session_ids\": [\"b96c3b7d-4a92-45c0-8eca-8468d5ced5be\", \"1d1eba10-90f2-4bf7-9ed7-6f7e12eba739\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 6.643}, \"42432\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-03-08 16:20:28.000000+00:00\", \"2023-04-07 04:45:57.000000+00:00\"], \"session_ids\": [\"53313bce-3d39-4314-91dc-562013ecf931\", \"369bab79-2c95-4073-8441-17de3e78677c\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 0.887}, \"74428\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-05-22 15:21:05.000000+00:00\", \"2022-12-28 08:52:55.000000+00:00\", \"2019-02-13 04:12:22.000000+00:00\", \"2019-01-13 15:02:24.000000+00:00\"], \"session_ids\": [\"54d08a5a-4ae6-45c9-96d3-cf1ae4b05946\", \"955f9359-c5fc-4dce-9ee1-97d617b1b0fd\", \"8134a1d7-6885-4e97-a69e-34512124a347\", \"40e470e0-bc38-4867-a3d6-fe1f93205dd9\"], \"total_duration\": 313.0, \"total_sessions\": 4, \"mean_week_duration\": 1.373}, \"2030\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 6, \"Play Game Flow\": 6}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-01-12 13:58:06.000000+00:00\", \"2023-03-20 03:14:50.000000+00:00\", \"2021-09-16 11:21:41.000000+00:00\", \"2022-09-25 08:15:57.000000+00:00\"], \"session_ids\": [\"beefe9b4-b6a7-41ed-8377-3f8decf68c21\", \"a315812c-6f4c-4a7e-ad2f-172e46376ea8\", \"c4063e7a-99af-4160-b9cf-e526f88692b3\", \"17843e0e-e826-4861-a530-95e08b47fce6\"], \"total_duration\": 310.0, \"total_sessions\": 4, \"mean_week_duration\": 3.924}, \"58253\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-07-16 04:26:36.000000+00:00\", \"2021-11-26 18:02:32.000000+00:00\"], \"session_ids\": [\"5acd21fe-35d2-4cf8-9c01-6aaffb071602\", \"c25b3859-9a90-4428-9e57-4bc396a3fe74\"], \"total_duration\": 411.0, \"total_sessions\": 2, \"mean_week_duration\": 3.315}, \"99268\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-19 14:44:36.000000+00:00\", \"2023-02-02 13:13:58.000000+00:00\", \"2019-08-17 19:06:12.000000+00:00\", \"2020-08-04 10:56:41.000000+00:00\"], \"session_ids\": [\"4f2303a2-7a12-4937-8390-7245bafd71ef\", \"5c5ab4c7-23ec-4704-b565-8f3ebdb30099\", \"5fd13468-2305-4d5c-a813-5eec371e6599\", \"74ba91ad-16e6-463d-b9da-9b907b21395e\"], \"total_duration\": 375.0, \"total_sessions\": 4, \"mean_week_duration\": 2.027}, \"17127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-26 06:41:20.000000+00:00\", \"2019-02-28 13:21:42.000000+00:00\"], \"session_ids\": [\"47cccee0-99c3-4c8d-b284-31157abc4cb8\", \"5a95b301-b697-49e1-bad6-d8ef051b670f\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 0.958}, \"83088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-03-19 18:08:55.000000+00:00\", \"2020-03-28 07:01:29.000000+00:00\"], \"session_ids\": [\"01638598-4e67-4ecf-a53f-f259f1fc6cb9\", \"8391fb34-b04d-4b5b-9cc3-5c62ecad3476\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.825}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or less than 2 and are greater than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[2, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"25437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-07 14:59:11.000000+00:00\", \"2020-09-09 07:51:56.000000+00:00\"], \"session_ids\": [\"bd534170-20d2-417f-9ef5-0001c507ef1c\", \"db8ac9c8-013a-45f0-aa83-75661ab8e313\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 14.903}, \"63226\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-20 12:09:53.000000+00:00\", \"2020-02-13 07:35:02.000000+00:00\"], \"session_ids\": [\"78a34e9b-9fb5-4ca4-9880-6fc800166a76\", \"4f2234bc-8c30-4921-a5ad-58a32c045d90\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.398}, \"46683\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-19 03:40:15.000000+00:00\", \"2021-11-02 18:24:45.000000+00:00\"], \"session_ids\": [\"b96c3b7d-4a92-45c0-8eca-8468d5ced5be\", \"1d1eba10-90f2-4bf7-9ed7-6f7e12eba739\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 6.643}, \"42432\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-03-08 16:20:28.000000+00:00\", \"2023-04-07 04:45:57.000000+00:00\"], \"session_ids\": [\"53313bce-3d39-4314-91dc-562013ecf931\", \"369bab79-2c95-4073-8441-17de3e78677c\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 0.887}, \"58253\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-07-16 04:26:36.000000+00:00\", \"2021-11-26 18:02:32.000000+00:00\"], \"session_ids\": [\"5acd21fe-35d2-4cf8-9c01-6aaffb071602\", \"c25b3859-9a90-4428-9e57-4bc396a3fe74\"], \"total_duration\": 411.0, \"total_sessions\": 2, \"mean_week_duration\": 3.315}, \"17127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-26 06:41:20.000000+00:00\", \"2019-02-28 13:21:42.000000+00:00\"], \"session_ids\": [\"47cccee0-99c3-4c8d-b284-31157abc4cb8\", \"5a95b301-b697-49e1-bad6-d8ef051b670f\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 0.958}, \"83088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-03-19 18:08:55.000000+00:00\", \"2020-03-28 07:01:29.000000+00:00\"], \"session_ids\": [\"01638598-4e67-4ecf-a53f-f259f1fc6cb9\", \"8391fb34-b04d-4b5b-9cc3-5c62ecad3476\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.825}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"25437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-07 14:59:11.000000+00:00\", \"2020-09-09 07:51:56.000000+00:00\"], \"session_ids\": [\"bd534170-20d2-417f-9ef5-0001c507ef1c\", \"db8ac9c8-013a-45f0-aa83-75661ab8e313\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 14.903}}, {\"83088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-03-19 18:08:55.000000+00:00\", \"2020-03-28 07:01:29.000000+00:00\"], \"session_ids\": [\"01638598-4e67-4ecf-a53f-f259f1fc6cb9\", \"8391fb34-b04d-4b5b-9cc3-5c62ecad3476\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.825}}, {\"46683\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-19 03:40:15.000000+00:00\", \"2021-11-02 18:24:45.000000+00:00\"], \"session_ids\": [\"b96c3b7d-4a92-45c0-8eca-8468d5ced5be\", \"1d1eba10-90f2-4bf7-9ed7-6f7e12eba739\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 6.643}}, {\"17127\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-26 06:41:20.000000+00:00\", \"2019-02-28 13:21:42.000000+00:00\"], \"session_ids\": [\"47cccee0-99c3-4c8d-b284-31157abc4cb8\", \"5a95b301-b697-49e1-bad6-d8ef051b670f\"], \"total_duration\": 183.0, \"total_sessions\": 2, \"mean_week_duration\": 0.958}}, {\"63226\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-05-20 12:09:53.000000+00:00\", \"2020-02-13 07:35:02.000000+00:00\"], \"session_ids\": [\"78a34e9b-9fb5-4ca4-9880-6fc800166a76\", \"4f2234bc-8c30-4921-a5ad-58a32c045d90\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.398}}, {\"42432\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-03-08 16:20:28.000000+00:00\", \"2023-04-07 04:45:57.000000+00:00\"], \"session_ids\": [\"53313bce-3d39-4314-91dc-562013ecf931\", \"369bab79-2c95-4073-8441-17de3e78677c\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 0.887}}, {\"58253\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-07-16 04:26:36.000000+00:00\", \"2021-11-26 18:02:32.000000+00:00\"], \"session_ids\": [\"5acd21fe-35d2-4cf8-9c01-6aaffb071602\", \"c25b3859-9a90-4428-9e57-4bc396a3fe74\"], \"total_duration\": 411.0, \"total_sessions\": 2, \"mean_week_duration\": 3.315}}]\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[{\"25437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-07 14:59:11.000000+00:00\", \"2020-09-09 07:51:56.000000+00:00\"], \"session_ids\": [\"bd534170-20d2-417f-9ef5-0001c507ef1c\", \"db8ac9c8-013a-45f0-aa83-75661ab8e313\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 14.903}}, {\"83088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-03-19 18:08:55.000000+00:00\", \"2020-03-28 07:01:29.000000+00:00\"], \"session_ids\": [\"01638598-4e67-4ecf-a53f-f259f1fc6cb9\", \"8391fb34-b04d-4b5b-9cc3-5c62ecad3476\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.825}}, {\"46683\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-19 03:40:15.000000+00:00\", \"2021-11-02 18:24:45.000000+00:00\"], \"session_ids\": [\"b96c3b7d-4a92-45c0-8eca-8468d5ced5be\", \"1d1eba10-90f2-4bf7-9ed7-6f7e12eba739\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 6.643}}]\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[{\"25437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-07 14:59:11.000000+00:00\", \"2020-09-09 07:51:56.000000+00:00\"], \"session_ids\": [\"bd534170-20d2-417f-9ef5-0001c507ef1c\", \"db8ac9c8-013a-45f0-aa83-75661ab8e313\"], \"total_duration\": 462.0, \"total_sessions\": 2, \"mean_week_duration\": 14.903}}, {\"83088\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-03-19 18:08:55.000000+00:00\", \"2020-03-28 07:01:29.000000+00:00\"], \"session_ids\": [\"01638598-4e67-4ecf-a53f-f259f1fc6cb9\", \"8391fb34-b04d-4b5b-9cc3-5c62ecad3476\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.825}}, {\"46683\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-19 03:40:15.000000+00:00\", \"2021-11-02 18:24:45.000000+00:00\"], \"session_ids\": [\"b96c3b7d-4a92-45c0-8eca-8468d5ced5be\", \"1d1eba10-90f2-4bf7-9ed7-6f7e12eba739\"], \"total_duration\": 279.0, \"total_sessions\": 2, \"mean_week_duration\": 6.643}}]\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 users who have mean week duration less than 15 inclusive + implement sorting by overall total sessions 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{\"24004\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-09-12 06:25:21.000000+00:00\", \"2020-05-01 11:35:57.000000+00:00\", \"2021-09-05 04:31:07.000000+00:00\", \"2023-06-30 15:04:38.000000+00:00\", \"2019-06-10 07:11:07.000000+00:00\", \"2021-10-28 09:21:26.000000+00:00\", \"2021-10-05 01:39:27.000000+00:00\", \"2020-05-19 22:53:02.000000+00:00\", \"2022-08-07 05:25:29.000000+00:00\"], \"session_ids\": [\"37173e45-e4cd-4388-a1a7-ef32c5b7583c\", \"3225e78f-34c8-480e-b2ee-bf052cdcce3a\", \"2ee7c639-0799-4df5-bf66-cf04e04f4b40\", \"76ad3b01-957e-43b4-ab21-67c7a2208e17\", \"f6cbe03f-9281-4cd0-8827-e9387eab64b2\", \"589057c2-46fc-4510-afe9-f60d05903b7d\", \"607a6cee-80e2-4135-b8ae-599a4ea16a31\", \"4fb959ed-a115-464e-b77b-2be8e59f9c83\", \"e2f0bef9-398e-4473-aaae-93d57637058c\"], \"total_duration\": 931.0, \"total_sessions\": 9, \"mean_week_duration\": 4.392}, \"3139\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-02-04 21:18:31.000000+00:00\", \"2019-10-18 07:03:27.000000+00:00\"], \"session_ids\": [\"f1aef725-479a-4995-8ae1-167891532421\", \"d561ab68-d5c3-4ed2-bdeb-c05c669f99fb\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.092}, \"67223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-07 00:40:29.000000+00:00\", \"2020-06-19 05:42:36.000000+00:00\", \"2022-09-03 10:35:16.000000+00:00\", \"2019-07-05 03:27:22.000000+00:00\", \"2023-06-03 22:17:06.000000+00:00\", \"2019-11-08 06:34:19.000000+00:00\", \"2019-01-18 02:27:26.000000+00:00\", \"2022-08-23 14:34:22.000000+00:00\", \"2021-05-23 09:29:16.000000+00:00\"], \"session_ids\": [\"c27cc2a2-0d2e-4e74-a8e2-dbf200c675b7\", \"fa36142d-a9d0-4839-beb2-b6a0a970043f\", \"cc1090e2-0d77-491f-866d-63e6114e1b32\", \"61f1288f-c14d-4bbe-a545-265e155a9bac\", \"3aea8bb2-1f19-46a7-9dc4-35b6019e3de0\", \"74ce4181-628a-4334-a10f-cc6598271d64\", \"28a7d2f5-f3ea-41a1-a173-6b3266b5f855\", \"98bcc6a8-185e-4b2b-9a18-1ea130a2a913\", \"2dd9526f-5f39-42ac-85bd-6bbd10e64ff7\"], \"total_duration\": 1848.0, \"total_sessions\": 9, \"mean_week_duration\": 8.07}, \"20230\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-04-28 15:30:47.000000+00:00\", \"2019-10-29 03:24:53.000000+00:00\", \"2019-07-08 19:40:56.000000+00:00\", \"2021-11-20 08:46:55.000000+00:00\", \"2020-06-28 16:45:27.000000+00:00\"], \"session_ids\": [\"b50de5ce-1453-48ff-a817-ee66196b9b93\", \"dda47d3c-fabb-4c8a-9474-f984a0ad2823\", \"bc0cfdc3-2508-4aad-97a1-5928a50122a9\", \"c551cb64-da4c-4665-a9bb-078048587b7b\", \"1beb70e6-0c6f-442c-adbc-80af70cbfac1\"], \"total_duration\": 1518.0, \"total_sessions\": 5, \"mean_week_duration\": 12.242}, \"56472\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-10 17:06:18.000000+00:00\", \"2021-04-23 06:01:58.000000+00:00\", \"2020-09-13 13:07:18.000000+00:00\", \"2021-03-29 22:01:46.000000+00:00\", \"2022-04-25 03:24:43.000000+00:00\", \"2021-10-18 12:49:05.000000+00:00\"], \"session_ids\": [\"f559534a-b8ba-41fb-b77c-85e520f69921\", \"b0d2f73d-6d33-41fc-bd00-cdec339c67bb\", \"30cbd3d3-601e-4268-a5b9-97e43fd2e118\", \"bfe6bc68-87fb-4e8c-8da3-6dab1a65ee57\", \"565c8b17-a1c8-4d6a-9201-aaefc5f22af8\", \"0eaee89e-1657-409e-8fd5-b37a7de1de1f\"], \"total_duration\": 1309.0, \"total_sessions\": 6, \"mean_week_duration\": 13.09}, \"22010\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-25 04:55:10.000000+00:00\", \"2020-04-24 00:05:18.000000+00:00\"], \"session_ids\": [\"0e356548-928a-46fa-8456-6f9a8449197c\", \"6a58e3f3-072c-482f-b090-3d41c0fc6420\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 4.561}, \"65542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-22 00:31:19.000000+00:00\", \"2021-09-16 19:43:43.000000+00:00\", \"2019-06-02 23:25:31.000000+00:00\", \"2021-03-26 18:43:44.000000+00:00\", \"2022-01-11 20:01:12.000000+00:00\"], \"session_ids\": [\"ecd12a5d-9e7d-4c36-82ea-a42d23345ab8\", \"bf1d109e-8c1c-4d44-b7ec-95ce7c040b5b\", \"d66aa74c-6fa1-4590-93cc-63c425d8d3c6\", \"c8ad1192-d172-4900-b6d1-641907d9e837\", \"87984e66-2e6e-4b20-9c41-2b8ef4e5381c\"], \"total_duration\": 269.0, \"total_sessions\": 5, \"mean_week_duration\": 1.964}, \"13535\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-20 07:40:40.000000+00:00\", \"2019-04-09 05:45:49.000000+00:00\"], \"session_ids\": [\"cdc9dda0-799c-4adb-98ad-3d9518269bdb\", \"d90422ed-c16b-4b2c-b5a2-9f5ba81a04fd\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 1.347}, \"16056\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-14 06:00:26.000000+00:00\", \"2019-07-20 19:00:23.000000+00:00\"], \"session_ids\": [\"afb08be8-6433-4e90-b6df-978f16be9f58\", \"06201cf3-d7c3-4f58-bcfd-ddb2e78f1f2a\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 4.295}, \"4101\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-13 17:11:02.000000+00:00\", \"2019-04-29 15:23:02.000000+00:00\", \"2022-10-18 03:25:13.000000+00:00\", \"2023-06-15 16:29:35.000000+00:00\"], \"session_ids\": [\"7cd93f2e-ac25-4573-90f3-442d8d469445\", \"bf6c5393-48fd-4269-92e2-3a02e493018b\", \"3acf64e6-04c7-4dfd-b3ea-c6e9934f1703\", \"f7befcc7-275d-4064-9862-e55ee628c6c3\"], \"total_duration\": 758.0, \"total_sessions\": 4, \"mean_week_duration\": 3.509}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or less than 15"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[15, 46]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"24004\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-09-12 06:25:21.000000+00:00\", \"2020-05-01 11:35:57.000000+00:00\", \"2021-09-05 04:31:07.000000+00:00\", \"2023-06-30 15:04:38.000000+00:00\", \"2019-06-10 07:11:07.000000+00:00\", \"2021-10-28 09:21:26.000000+00:00\", \"2021-10-05 01:39:27.000000+00:00\", \"2020-05-19 22:53:02.000000+00:00\", \"2022-08-07 05:25:29.000000+00:00\"], \"session_ids\": [\"37173e45-e4cd-4388-a1a7-ef32c5b7583c\", \"3225e78f-34c8-480e-b2ee-bf052cdcce3a\", \"2ee7c639-0799-4df5-bf66-cf04e04f4b40\", \"76ad3b01-957e-43b4-ab21-67c7a2208e17\", \"f6cbe03f-9281-4cd0-8827-e9387eab64b2\", \"589057c2-46fc-4510-afe9-f60d05903b7d\", \"607a6cee-80e2-4135-b8ae-599a4ea16a31\", \"4fb959ed-a115-464e-b77b-2be8e59f9c83\", \"e2f0bef9-398e-4473-aaae-93d57637058c\"], \"total_duration\": 931.0, \"total_sessions\": 9, \"mean_week_duration\": 4.392}, \"3139\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-02-04 21:18:31.000000+00:00\", \"2019-10-18 07:03:27.000000+00:00\"], \"session_ids\": [\"f1aef725-479a-4995-8ae1-167891532421\", \"d561ab68-d5c3-4ed2-bdeb-c05c669f99fb\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.092}, \"67223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-07 00:40:29.000000+00:00\", \"2020-06-19 05:42:36.000000+00:00\", \"2022-09-03 10:35:16.000000+00:00\", \"2019-07-05 03:27:22.000000+00:00\", \"2023-06-03 22:17:06.000000+00:00\", \"2019-11-08 06:34:19.000000+00:00\", \"2019-01-18 02:27:26.000000+00:00\", \"2022-08-23 14:34:22.000000+00:00\", \"2021-05-23 09:29:16.000000+00:00\"], \"session_ids\": [\"c27cc2a2-0d2e-4e74-a8e2-dbf200c675b7\", \"fa36142d-a9d0-4839-beb2-b6a0a970043f\", \"cc1090e2-0d77-491f-866d-63e6114e1b32\", \"61f1288f-c14d-4bbe-a545-265e155a9bac\", \"3aea8bb2-1f19-46a7-9dc4-35b6019e3de0\", \"74ce4181-628a-4334-a10f-cc6598271d64\", \"28a7d2f5-f3ea-41a1-a173-6b3266b5f855\", \"98bcc6a8-185e-4b2b-9a18-1ea130a2a913\", \"2dd9526f-5f39-42ac-85bd-6bbd10e64ff7\"], \"total_duration\": 1848.0, \"total_sessions\": 9, \"mean_week_duration\": 8.07}, \"20230\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-04-28 15:30:47.000000+00:00\", \"2019-10-29 03:24:53.000000+00:00\", \"2019-07-08 19:40:56.000000+00:00\", \"2021-11-20 08:46:55.000000+00:00\", \"2020-06-28 16:45:27.000000+00:00\"], \"session_ids\": [\"b50de5ce-1453-48ff-a817-ee66196b9b93\", \"dda47d3c-fabb-4c8a-9474-f984a0ad2823\", \"bc0cfdc3-2508-4aad-97a1-5928a50122a9\", \"c551cb64-da4c-4665-a9bb-078048587b7b\", \"1beb70e6-0c6f-442c-adbc-80af70cbfac1\"], \"total_duration\": 1518.0, \"total_sessions\": 5, \"mean_week_duration\": 12.242}, \"56472\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-10 17:06:18.000000+00:00\", \"2021-04-23 06:01:58.000000+00:00\", \"2020-09-13 13:07:18.000000+00:00\", \"2021-03-29 22:01:46.000000+00:00\", \"2022-04-25 03:24:43.000000+00:00\", \"2021-10-18 12:49:05.000000+00:00\"], \"session_ids\": [\"f559534a-b8ba-41fb-b77c-85e520f69921\", \"b0d2f73d-6d33-41fc-bd00-cdec339c67bb\", \"30cbd3d3-601e-4268-a5b9-97e43fd2e118\", \"bfe6bc68-87fb-4e8c-8da3-6dab1a65ee57\", \"565c8b17-a1c8-4d6a-9201-aaefc5f22af8\", \"0eaee89e-1657-409e-8fd5-b37a7de1de1f\"], \"total_duration\": 1309.0, \"total_sessions\": 6, \"mean_week_duration\": 13.09}, \"22010\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-25 04:55:10.000000+00:00\", \"2020-04-24 00:05:18.000000+00:00\"], \"session_ids\": [\"0e356548-928a-46fa-8456-6f9a8449197c\", \"6a58e3f3-072c-482f-b090-3d41c0fc6420\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 4.561}, \"65542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-22 00:31:19.000000+00:00\", \"2021-09-16 19:43:43.000000+00:00\", \"2019-06-02 23:25:31.000000+00:00\", \"2021-03-26 18:43:44.000000+00:00\", \"2022-01-11 20:01:12.000000+00:00\"], \"session_ids\": [\"ecd12a5d-9e7d-4c36-82ea-a42d23345ab8\", \"bf1d109e-8c1c-4d44-b7ec-95ce7c040b5b\", \"d66aa74c-6fa1-4590-93cc-63c425d8d3c6\", \"c8ad1192-d172-4900-b6d1-641907d9e837\", \"87984e66-2e6e-4b20-9c41-2b8ef4e5381c\"], \"total_duration\": 269.0, \"total_sessions\": 5, \"mean_week_duration\": 1.964}, \"13535\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-20 07:40:40.000000+00:00\", \"2019-04-09 05:45:49.000000+00:00\"], \"session_ids\": [\"cdc9dda0-799c-4adb-98ad-3d9518269bdb\", \"d90422ed-c16b-4b2c-b5a2-9f5ba81a04fd\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 1.347}, \"16056\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-14 06:00:26.000000+00:00\", \"2019-07-20 19:00:23.000000+00:00\"], \"session_ids\": [\"afb08be8-6433-4e90-b6df-978f16be9f58\", \"06201cf3-d7c3-4f58-bcfd-ddb2e78f1f2a\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 4.295}, \"4101\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-13 17:11:02.000000+00:00\", \"2019-04-29 15:23:02.000000+00:00\", \"2022-10-18 03:25:13.000000+00:00\", \"2023-06-15 16:29:35.000000+00:00\"], \"session_ids\": [\"7cd93f2e-ac25-4573-90f3-442d8d469445\", \"bf6c5393-48fd-4269-92e2-3a02e493018b\", \"3acf64e6-04c7-4dfd-b3ea-c6e9934f1703\", \"f7befcc7-275d-4064-9862-e55ee628c6c3\"], \"total_duration\": 758.0, \"total_sessions\": 4, \"mean_week_duration\": 3.509}}\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[{\"3139\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-02-04 21:18:31.000000+00:00\", \"2019-10-18 07:03:27.000000+00:00\"], \"session_ids\": [\"f1aef725-479a-4995-8ae1-167891532421\", \"d561ab68-d5c3-4ed2-bdeb-c05c669f99fb\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.092}}, {\"22010\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-25 04:55:10.000000+00:00\", \"2020-04-24 00:05:18.000000+00:00\"], \"session_ids\": [\"0e356548-928a-46fa-8456-6f9a8449197c\", \"6a58e3f3-072c-482f-b090-3d41c0fc6420\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 4.561}}, {\"13535\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-20 07:40:40.000000+00:00\", \"2019-04-09 05:45:49.000000+00:00\"], \"session_ids\": [\"cdc9dda0-799c-4adb-98ad-3d9518269bdb\", \"d90422ed-c16b-4b2c-b5a2-9f5ba81a04fd\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 1.347}}, {\"16056\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-14 06:00:26.000000+00:00\", \"2019-07-20 19:00:23.000000+00:00\"], \"session_ids\": [\"afb08be8-6433-4e90-b6df-978f16be9f58\", \"06201cf3-d7c3-4f58-bcfd-ddb2e78f1f2a\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 4.295}}, {\"4101\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-13 17:11:02.000000+00:00\", \"2019-04-29 15:23:02.000000+00:00\", \"2022-10-18 03:25:13.000000+00:00\", \"2023-06-15 16:29:35.000000+00:00\"], \"session_ids\": [\"7cd93f2e-ac25-4573-90f3-442d8d469445\", \"bf6c5393-48fd-4269-92e2-3a02e493018b\", \"3acf64e6-04c7-4dfd-b3ea-c6e9934f1703\", \"f7befcc7-275d-4064-9862-e55ee628c6c3\"], \"total_duration\": 758.0, \"total_sessions\": 4, \"mean_week_duration\": 3.509}}, {\"20230\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-04-28 15:30:47.000000+00:00\", \"2019-10-29 03:24:53.000000+00:00\", \"2019-07-08 19:40:56.000000+00:00\", \"2021-11-20 08:46:55.000000+00:00\", \"2020-06-28 16:45:27.000000+00:00\"], \"session_ids\": [\"b50de5ce-1453-48ff-a817-ee66196b9b93\", \"dda47d3c-fabb-4c8a-9474-f984a0ad2823\", \"bc0cfdc3-2508-4aad-97a1-5928a50122a9\", \"c551cb64-da4c-4665-a9bb-078048587b7b\", \"1beb70e6-0c6f-442c-adbc-80af70cbfac1\"], \"total_duration\": 1518.0, \"total_sessions\": 5, \"mean_week_duration\": 12.242}}, {\"65542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-22 00:31:19.000000+00:00\", \"2021-09-16 19:43:43.000000+00:00\", \"2019-06-02 23:25:31.000000+00:00\", \"2021-03-26 18:43:44.000000+00:00\", \"2022-01-11 20:01:12.000000+00:00\"], \"session_ids\": [\"ecd12a5d-9e7d-4c36-82ea-a42d23345ab8\", \"bf1d109e-8c1c-4d44-b7ec-95ce7c040b5b\", \"d66aa74c-6fa1-4590-93cc-63c425d8d3c6\", \"c8ad1192-d172-4900-b6d1-641907d9e837\", \"87984e66-2e6e-4b20-9c41-2b8ef4e5381c\"], \"total_duration\": 269.0, \"total_sessions\": 5, \"mean_week_duration\": 1.964}}, {\"56472\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-10 17:06:18.000000+00:00\", \"2021-04-23 06:01:58.000000+00:00\", \"2020-09-13 13:07:18.000000+00:00\", \"2021-03-29 22:01:46.000000+00:00\", \"2022-04-25 03:24:43.000000+00:00\", \"2021-10-18 12:49:05.000000+00:00\"], \"session_ids\": [\"f559534a-b8ba-41fb-b77c-85e520f69921\", \"b0d2f73d-6d33-41fc-bd00-cdec339c67bb\", \"30cbd3d3-601e-4268-a5b9-97e43fd2e118\", \"bfe6bc68-87fb-4e8c-8da3-6dab1a65ee57\", \"565c8b17-a1c8-4d6a-9201-aaefc5f22af8\", \"0eaee89e-1657-409e-8fd5-b37a7de1de1f\"], \"total_duration\": 1309.0, \"total_sessions\": 6, \"mean_week_duration\": 13.09}}, {\"24004\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-09-12 06:25:21.000000+00:00\", \"2020-05-01 11:35:57.000000+00:00\", \"2021-09-05 04:31:07.000000+00:00\", \"2023-06-30 15:04:38.000000+00:00\", \"2019-06-10 07:11:07.000000+00:00\", \"2021-10-28 09:21:26.000000+00:00\", \"2021-10-05 01:39:27.000000+00:00\", \"2020-05-19 22:53:02.000000+00:00\", \"2022-08-07 05:25:29.000000+00:00\"], \"session_ids\": [\"37173e45-e4cd-4388-a1a7-ef32c5b7583c\", \"3225e78f-34c8-480e-b2ee-bf052cdcce3a\", \"2ee7c639-0799-4df5-bf66-cf04e04f4b40\", \"76ad3b01-957e-43b4-ab21-67c7a2208e17\", \"f6cbe03f-9281-4cd0-8827-e9387eab64b2\", \"589057c2-46fc-4510-afe9-f60d05903b7d\", \"607a6cee-80e2-4135-b8ae-599a4ea16a31\", \"4fb959ed-a115-464e-b77b-2be8e59f9c83\", \"e2f0bef9-398e-4473-aaae-93d57637058c\"], \"total_duration\": 931.0, \"total_sessions\": 9, \"mean_week_duration\": 4.392}}, {\"67223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-07 00:40:29.000000+00:00\", \"2020-06-19 05:42:36.000000+00:00\", \"2022-09-03 10:35:16.000000+00:00\", \"2019-07-05 03:27:22.000000+00:00\", \"2023-06-03 22:17:06.000000+00:00\", \"2019-11-08 06:34:19.000000+00:00\", \"2019-01-18 02:27:26.000000+00:00\", \"2022-08-23 14:34:22.000000+00:00\", \"2021-05-23 09:29:16.000000+00:00\"], \"session_ids\": [\"c27cc2a2-0d2e-4e74-a8e2-dbf200c675b7\", \"fa36142d-a9d0-4839-beb2-b6a0a970043f\", \"cc1090e2-0d77-491f-866d-63e6114e1b32\", \"61f1288f-c14d-4bbe-a545-265e155a9bac\", \"3aea8bb2-1f19-46a7-9dc4-35b6019e3de0\", \"74ce4181-628a-4334-a10f-cc6598271d64\", \"28a7d2f5-f3ea-41a1-a173-6b3266b5f855\", \"98bcc6a8-185e-4b2b-9a18-1ea130a2a913\", \"2dd9526f-5f39-42ac-85bd-6bbd10e64ff7\"], \"total_duration\": 1848.0, \"total_sessions\": 9, \"mean_week_duration\": 8.07}}]\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[{\"3139\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-02-04 21:18:31.000000+00:00\", \"2019-10-18 07:03:27.000000+00:00\"], \"session_ids\": [\"f1aef725-479a-4995-8ae1-167891532421\", \"d561ab68-d5c3-4ed2-bdeb-c05c669f99fb\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.092}}, {\"22010\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-03-25 04:55:10.000000+00:00\", \"2020-04-24 00:05:18.000000+00:00\"], \"session_ids\": [\"0e356548-928a-46fa-8456-6f9a8449197c\", \"6a58e3f3-072c-482f-b090-3d41c0fc6420\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 4.561}}, {\"13535\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-20 07:40:40.000000+00:00\", \"2019-04-09 05:45:49.000000+00:00\"], \"session_ids\": [\"cdc9dda0-799c-4adb-98ad-3d9518269bdb\", \"d90422ed-c16b-4b2c-b5a2-9f5ba81a04fd\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 1.347}}, {\"16056\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2021-01-14 06:00:26.000000+00:00\", \"2019-07-20 19:00:23.000000+00:00\"], \"session_ids\": [\"afb08be8-6433-4e90-b6df-978f16be9f58\", \"06201cf3-d7c3-4f58-bcfd-ddb2e78f1f2a\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 4.295}}, {\"4101\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-13 17:11:02.000000+00:00\", \"2019-04-29 15:23:02.000000+00:00\", \"2022-10-18 03:25:13.000000+00:00\", \"2023-06-15 16:29:35.000000+00:00\"], \"session_ids\": [\"7cd93f2e-ac25-4573-90f3-442d8d469445\", \"bf6c5393-48fd-4269-92e2-3a02e493018b\", \"3acf64e6-04c7-4dfd-b3ea-c6e9934f1703\", \"f7befcc7-275d-4064-9862-e55ee628c6c3\"], \"total_duration\": 758.0, \"total_sessions\": 4, \"mean_week_duration\": 3.509}}, {\"20230\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-04-28 15:30:47.000000+00:00\", \"2019-10-29 03:24:53.000000+00:00\", \"2019-07-08 19:40:56.000000+00:00\", \"2021-11-20 08:46:55.000000+00:00\", \"2020-06-28 16:45:27.000000+00:00\"], \"session_ids\": [\"b50de5ce-1453-48ff-a817-ee66196b9b93\", \"dda47d3c-fabb-4c8a-9474-f984a0ad2823\", \"bc0cfdc3-2508-4aad-97a1-5928a50122a9\", \"c551cb64-da4c-4665-a9bb-078048587b7b\", \"1beb70e6-0c6f-442c-adbc-80af70cbfac1\"], \"total_duration\": 1518.0, \"total_sessions\": 5, \"mean_week_duration\": 12.242}}, {\"65542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-22 00:31:19.000000+00:00\", \"2021-09-16 19:43:43.000000+00:00\", \"2019-06-02 23:25:31.000000+00:00\", \"2021-03-26 18:43:44.000000+00:00\", \"2022-01-11 20:01:12.000000+00:00\"], \"session_ids\": [\"ecd12a5d-9e7d-4c36-82ea-a42d23345ab8\", \"bf1d109e-8c1c-4d44-b7ec-95ce7c040b5b\", \"d66aa74c-6fa1-4590-93cc-63c425d8d3c6\", \"c8ad1192-d172-4900-b6d1-641907d9e837\", \"87984e66-2e6e-4b20-9c41-2b8ef4e5381c\"], \"total_duration\": 269.0, \"total_sessions\": 5, \"mean_week_duration\": 1.964}}, {\"56472\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-10 17:06:18.000000+00:00\", \"2021-04-23 06:01:58.000000+00:00\", \"2020-09-13 13:07:18.000000+00:00\", \"2021-03-29 22:01:46.000000+00:00\", \"2022-04-25 03:24:43.000000+00:00\", \"2021-10-18 12:49:05.000000+00:00\"], \"session_ids\": [\"f559534a-b8ba-41fb-b77c-85e520f69921\", \"b0d2f73d-6d33-41fc-bd00-cdec339c67bb\", \"30cbd3d3-601e-4268-a5b9-97e43fd2e118\", \"bfe6bc68-87fb-4e8c-8da3-6dab1a65ee57\", \"565c8b17-a1c8-4d6a-9201-aaefc5f22af8\", \"0eaee89e-1657-409e-8fd5-b37a7de1de1f\"], \"total_duration\": 1309.0, \"total_sessions\": 6, \"mean_week_duration\": 13.09}}, {\"24004\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-09-12 06:25:21.000000+00:00\", \"2020-05-01 11:35:57.000000+00:00\", \"2021-09-05 04:31:07.000000+00:00\", \"2023-06-30 15:04:38.000000+00:00\", \"2019-06-10 07:11:07.000000+00:00\", \"2021-10-28 09:21:26.000000+00:00\", \"2021-10-05 01:39:27.000000+00:00\", \"2020-05-19 22:53:02.000000+00:00\", \"2022-08-07 05:25:29.000000+00:00\"], \"session_ids\": [\"37173e45-e4cd-4388-a1a7-ef32c5b7583c\", \"3225e78f-34c8-480e-b2ee-bf052cdcce3a\", \"2ee7c639-0799-4df5-bf66-cf04e04f4b40\", \"76ad3b01-957e-43b4-ab21-67c7a2208e17\", \"f6cbe03f-9281-4cd0-8827-e9387eab64b2\", \"589057c2-46fc-4510-afe9-f60d05903b7d\", \"607a6cee-80e2-4135-b8ae-599a4ea16a31\", \"4fb959ed-a115-464e-b77b-2be8e59f9c83\", \"e2f0bef9-398e-4473-aaae-93d57637058c\"], \"total_duration\": 931.0, \"total_sessions\": 9, \"mean_week_duration\": 4.392}}, {\"67223\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-10-07 00:40:29.000000+00:00\", \"2020-06-19 05:42:36.000000+00:00\", \"2022-09-03 10:35:16.000000+00:00\", \"2019-07-05 03:27:22.000000+00:00\", \"2023-06-03 22:17:06.000000+00:00\", \"2019-11-08 06:34:19.000000+00:00\", \"2019-01-18 02:27:26.000000+00:00\", \"2022-08-23 14:34:22.000000+00:00\", \"2021-05-23 09:29:16.000000+00:00\"], \"session_ids\": [\"c27cc2a2-0d2e-4e74-a8e2-dbf200c675b7\", \"fa36142d-a9d0-4839-beb2-b6a0a970043f\", \"cc1090e2-0d77-491f-866d-63e6114e1b32\", \"61f1288f-c14d-4bbe-a545-265e155a9bac\", \"3aea8bb2-1f19-46a7-9dc4-35b6019e3de0\", \"74ce4181-628a-4334-a10f-cc6598271d64\", \"28a7d2f5-f3ea-41a1-a173-6b3266b5f855\", \"98bcc6a8-185e-4b2b-9a18-1ea130a2a913\", \"2dd9526f-5f39-42ac-85bd-6bbd10e64ff7\"], \"total_duration\": 1848.0, \"total_sessions\": 9, \"mean_week_duration\": 8.07}}]\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 5 users with a total sessoins count that is below 2, exclusive and put to use sorting by duration summation of sessions per week 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{\"56380\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-02-03 23:22:47.000000+00:00\", \"2022-03-29 00:50:23.000000+00:00\", \"2022-12-15 12:59:06.000000+00:00\", \"2021-07-04 02:10:20.000000+00:00\"], \"session_ids\": [\"3af8dc82-33b4-42b6-abab-05d2213ee900\", \"860400cf-d0d9-4185-9d8d-9f5c6997438b\", \"7ef098fe-6ac0-444c-904f-e873320629d1\", \"954c3ea1-dcc1-4f38-88a9-2eba4cb12f7f\"], \"total_duration\": 43.0, \"total_sessions\": 4, \"mean_week_duration\": 0.287}, \"55034\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-08 10:13:35.000000+00:00\", \"2022-04-28 00:48:10.000000+00:00\"], \"session_ids\": [\"721fbc53-c32e-435d-a35f-a94f9630214b\", \"e9c33efb-6ef2-4d17-bdcb-b39ac511a7de\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 2.88}, \"49094\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-14 01:28:59.000000+00:00\", \"2021-06-20 19:41:54.000000+00:00\", \"2020-11-05 10:50:07.000000+00:00\"], \"session_ids\": [\"af750e3c-7922-4093-80ee-e5efcbfb6389\", \"939ddd50-18f6-49af-86df-ca564885f1b7\", \"b83f12c7-68b3-4efc-8fce-99ce91be5dee\"], \"total_duration\": 435.0, \"total_sessions\": 3, \"mean_week_duration\": 3.537}, \"14804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-04 10:49:57.000000+00:00\", \"2022-08-18 03:22:13.000000+00:00\"], \"session_ids\": [\"0c7e5009-5e8a-4745-acba-33b07c857b75\", \"3393a25a-f7a3-4982-9636-0048e300ce91\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 12.4}, \"70674\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Dubai\", \"datetimes\": [\"2019-05-21 09:12:27.000000+00:00\", \"2019-08-22 21:11:25.000000+00:00\", \"2021-07-06 17:33:42.000000+00:00\", \"2019-08-18 13:19:45.000000+00:00\", \"2020-08-31 16:57:23.000000+00:00\"], \"session_ids\": [\"35e31aa2-6d32-4cd9-b453-ff05a3ad6a91\", \"b5a2b53d-54c3-45cb-956a-05986db3527b\", \"41196859-8de4-4b27-adce-e3889a56e914\", \"ebfe8a28-c460-4776-b277-44d58916f1f7\", \"6c417e03-d6e2-4450-ba90-d69fbd15f9de\"], \"total_duration\": 47.0, \"total_sessions\": 5, \"mean_week_duration\": 0.423}, \"94591\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-22 04:19:15.000000+00:00\", \"2022-05-21 03:47:02.000000+00:00\"], \"session_ids\": [\"53c7727b-8a8f-4bc0-ae0f-49c8a24fad40\", \"e50ade55-b77e-4aae-8407-1fca6f9a649f\"], \"total_duration\": 93.0, \"total_sessions\": 2, \"mean_week_duration\": 0.762}, \"69756\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-04-15 22:44:06.000000+00:00\", \"2022-12-20 15:30:13.000000+00:00\"], \"session_ids\": [\"de790196-f4b1-47a1-923e-6e55331d3ecb\", \"9708b46c-23f3-4705-a358-1cf1c9e7f39c\"], \"total_duration\": 180.0, \"total_sessions\": 2, \"mean_week_duration\": 2.045}, \"40238\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-01 10:25:13.000000+00:00\", \"2020-10-20 04:42:34.000000+00:00\"], \"session_ids\": [\"70d12df1-b175-4aa5-8dd9-e46c21cdf08b\", \"a4b59654-4da5-4fed-baf7-8d41fb2d9bcc\"], \"total_duration\": 478.0, \"total_sessions\": 2, \"mean_week_duration\": 5.901}, \"4280\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 8}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-13 08:15:11.000000+00:00\", \"2021-10-30 22:27:49.000000+00:00\"], \"session_ids\": [\"9b41de8d-2297-40de-a84a-08e9c77ee527\", \"7c383fd0-e8d0-48ef-b0da-de3b028e7291\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 14.071}, \"23309\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 6, \"Change Skin Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-12-08 02:55:52.000000+00:00\", \"2020-01-19 14:37:19.000000+00:00\", \"2019-10-18 06:17:52.000000+00:00\", \"2023-06-01 19:48:46.000000+00:00\", \"2023-06-17 19:09:52.000000+00:00\", \"2022-05-15 21:58:15.000000+00:00\"], \"session_ids\": [\"dc75aef5-9d0a-4063-8851-44b523416d68\", \"7d69271b-308b-4a5b-ba03-83b20586cccd\", \"e849d82e-dda5-4343-8d41-de5bb8f4f1e4\", \"49cac095-bfe0-4150-a0a5-2a8144b97541\", \"9f73c7f0-06a2-4b39-b68e-2170920d4454\", \"6f335507-b477-432e-9892-999dd69d3ef6\"], \"total_duration\": 2067.0, \"total_sessions\": 6, \"mean_week_duration\": 10.766}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\"]]}, \"all_values\": {\"total_sessions\": [[2, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to 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": "I need to get information about users who aren't inhabitants of cities Istanbul, Seoul, Beijing and carry out sorting by overall total sessions asc additionaly get rid of all records, except 2."
}
] |
[
{
"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{\"98763\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-12 10:32:07.000000+00:00\", \"2020-09-04 20:25:51.000000+00:00\", \"2022-12-05 10:52:31.000000+00:00\", \"2021-04-13 13:00:41.000000+00:00\", \"2019-05-03 22:54:05.000000+00:00\", \"2020-05-17 11:22:01.000000+00:00\", \"2020-09-08 02:01:42.000000+00:00\", \"2021-06-13 16:57:27.000000+00:00\", \"2023-04-26 16:54:21.000000+00:00\", \"2020-11-11 06:48:10.000000+00:00\", \"2019-04-26 11:51:38.000000+00:00\"], \"session_ids\": [\"17095684-69b1-47d1-86bd-0798c138a9b9\", \"839d8b81-fe4e-4008-a624-d501cc8ba4b9\", \"30346c1d-5ecc-4872-9f9b-e6b6f75ee5ed\", \"7fbb2f17-15f5-493b-a0a3-aad4895ca276\", \"b271577f-bfd5-45af-b348-86164d6fcdf8\", \"e32e35fe-b0d8-4dce-877f-0e9902b5ce5c\", \"e60b4957-0996-4ff9-a0c4-1785756bdc1b\", \"be100b47-b9b3-44da-aaf5-e24c09d5f0db\", \"84232adb-126f-4700-b5e5-6d3f3c933242\", \"3ed0464a-30b0-47e2-800a-0d3638308c25\", \"c546a5d6-3322-4ffd-8cf6-48fe6ef59c2f\"], \"total_duration\": 58405.0, \"total_sessions\": 11, \"mean_week_duration\": 279.45}, \"3837\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-05-10 00:13:52.000000+00:00\", \"2020-02-14 02:55:29.000000+00:00\"], \"session_ids\": [\"a4fd2bba-3c17-42a9-8166-d29b00e93db9\", \"d9399c83-1089-4cfc-af79-c9174230a043\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.569}, \"14595\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-05 15:01:17.000000+00:00\", \"2021-08-20 11:24:08.000000+00:00\"], \"session_ids\": [\"9b6f66e0-3d0b-4d94-bad0-706abc20ea2a\", \"2bd9fbee-35d0-46e0-a175-550d013e043a\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.247}, \"52446\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-08-27 00:14:35.000000+00:00\", \"2019-05-08 08:11:48.000000+00:00\"], \"session_ids\": [\"d9e38cbe-0ea8-462c-8cc1-915da4730a48\", \"d42fe283-d63d-4d7d-80b9-07f837f91cf8\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.491}, \"12307\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-08 11:41:18.000000+00:00\", \"2022-11-10 11:38:21.000000+00:00\"], \"session_ids\": [\"3bb80c86-bee7-4c0c-9e76-51c93b703fa3\", \"b0da69a9-de7a-477d-825e-4b84a18dee2d\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 1.722}, \"46205\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-12 22:09:57.000000+00:00\", \"2020-09-07 03:58:56.000000+00:00\", \"2020-01-26 12:07:17.000000+00:00\"], \"session_ids\": [\"cf94d5e0-900b-411f-919a-a2ef523d9a65\", \"46292576-d469-4477-98b0-c430fb5de0c0\", \"26f8af1f-8043-450f-a74a-6c89cae7705f\"], \"total_duration\": 466.0, \"total_sessions\": 3, \"mean_week_duration\": 7.281}, \"54577\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-13 13:50:49.000000+00:00\", \"2019-01-25 11:03:31.000000+00:00\", \"2021-10-21 23:52:15.000000+00:00\", \"2019-02-14 06:09:51.000000+00:00\"], \"session_ids\": [\"72db2fdf-a3cb-4d4c-9418-f7ef858b2f5c\", \"898b0b81-2ac9-4a66-88b9-3a8ed9b12dc7\", \"9e115d81-c501-41de-bda1-9eda05bf036d\", \"ed8456aa-6e5e-49c9-ae29-e1bdecd921a9\"], \"total_duration\": 419.0, \"total_sessions\": 4, \"mean_week_duration\": 2.93}, \"25405\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-10 20:13:27.000000+00:00\", \"2023-05-22 11:09:21.000000+00:00\", \"2021-10-01 17:33:33.000000+00:00\"], \"session_ids\": [\"ba2238eb-cd66-41a7-b26f-6200790bc5ab\", \"68615b37-5e89-459c-822b-dcd4e12c0e7a\", \"cbe115d9-8b4d-46ae-88b6-b69a0a81b165\"], \"total_duration\": 246.0, \"total_sessions\": 3, \"mean_week_duration\": 2.216}, \"71367\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-04 19:39:39.000000+00:00\", \"2023-04-06 02:44:33.000000+00:00\"], \"session_ids\": [\"4e3b2229-7a6e-4ea1-b419-875883d5f298\", \"2ee923e1-08f5-4153-845d-5cb6b7cc7817\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 0.673}, \"69636\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-26 16:54:51.000000+00:00\", \"2022-05-21 00:33:10.000000+00:00\", \"2019-08-29 23:54:47.000000+00:00\"], \"session_ids\": [\"c7e0e8b3-272f-421a-891a-e23979e148b3\", \"a50d7d24-aed2-4191-867c-b983907f578f\", \"bc64cae1-87b1-4bea-8612-a408f3a982df\"], \"total_duration\": 774.0, \"total_sessions\": 3, \"mean_week_duration\": 5.413}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Istanbul, Seoul, Beijing"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Istanbul\", \"Seoul\", \"Beijing\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"98763\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-12 10:32:07.000000+00:00\", \"2020-09-04 20:25:51.000000+00:00\", \"2022-12-05 10:52:31.000000+00:00\", \"2021-04-13 13:00:41.000000+00:00\", \"2019-05-03 22:54:05.000000+00:00\", \"2020-05-17 11:22:01.000000+00:00\", \"2020-09-08 02:01:42.000000+00:00\", \"2021-06-13 16:57:27.000000+00:00\", \"2023-04-26 16:54:21.000000+00:00\", \"2020-11-11 06:48:10.000000+00:00\", \"2019-04-26 11:51:38.000000+00:00\"], \"session_ids\": [\"17095684-69b1-47d1-86bd-0798c138a9b9\", \"839d8b81-fe4e-4008-a624-d501cc8ba4b9\", \"30346c1d-5ecc-4872-9f9b-e6b6f75ee5ed\", \"7fbb2f17-15f5-493b-a0a3-aad4895ca276\", \"b271577f-bfd5-45af-b348-86164d6fcdf8\", \"e32e35fe-b0d8-4dce-877f-0e9902b5ce5c\", \"e60b4957-0996-4ff9-a0c4-1785756bdc1b\", \"be100b47-b9b3-44da-aaf5-e24c09d5f0db\", \"84232adb-126f-4700-b5e5-6d3f3c933242\", \"3ed0464a-30b0-47e2-800a-0d3638308c25\", \"c546a5d6-3322-4ffd-8cf6-48fe6ef59c2f\"], \"total_duration\": 58405.0, \"total_sessions\": 11, \"mean_week_duration\": 279.45}, \"3837\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-05-10 00:13:52.000000+00:00\", \"2020-02-14 02:55:29.000000+00:00\"], \"session_ids\": [\"a4fd2bba-3c17-42a9-8166-d29b00e93db9\", \"d9399c83-1089-4cfc-af79-c9174230a043\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.569}, \"14595\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-05 15:01:17.000000+00:00\", \"2021-08-20 11:24:08.000000+00:00\"], \"session_ids\": [\"9b6f66e0-3d0b-4d94-bad0-706abc20ea2a\", \"2bd9fbee-35d0-46e0-a175-550d013e043a\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.247}, \"52446\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-08-27 00:14:35.000000+00:00\", \"2019-05-08 08:11:48.000000+00:00\"], \"session_ids\": [\"d9e38cbe-0ea8-462c-8cc1-915da4730a48\", \"d42fe283-d63d-4d7d-80b9-07f837f91cf8\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.491}, \"12307\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-08 11:41:18.000000+00:00\", \"2022-11-10 11:38:21.000000+00:00\"], \"session_ids\": [\"3bb80c86-bee7-4c0c-9e76-51c93b703fa3\", \"b0da69a9-de7a-477d-825e-4b84a18dee2d\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 1.722}, \"46205\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-12 22:09:57.000000+00:00\", \"2020-09-07 03:58:56.000000+00:00\", \"2020-01-26 12:07:17.000000+00:00\"], \"session_ids\": [\"cf94d5e0-900b-411f-919a-a2ef523d9a65\", \"46292576-d469-4477-98b0-c430fb5de0c0\", \"26f8af1f-8043-450f-a74a-6c89cae7705f\"], \"total_duration\": 466.0, \"total_sessions\": 3, \"mean_week_duration\": 7.281}, \"54577\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-13 13:50:49.000000+00:00\", \"2019-01-25 11:03:31.000000+00:00\", \"2021-10-21 23:52:15.000000+00:00\", \"2019-02-14 06:09:51.000000+00:00\"], \"session_ids\": [\"72db2fdf-a3cb-4d4c-9418-f7ef858b2f5c\", \"898b0b81-2ac9-4a66-88b9-3a8ed9b12dc7\", \"9e115d81-c501-41de-bda1-9eda05bf036d\", \"ed8456aa-6e5e-49c9-ae29-e1bdecd921a9\"], \"total_duration\": 419.0, \"total_sessions\": 4, \"mean_week_duration\": 2.93}, \"25405\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-10 20:13:27.000000+00:00\", \"2023-05-22 11:09:21.000000+00:00\", \"2021-10-01 17:33:33.000000+00:00\"], \"session_ids\": [\"ba2238eb-cd66-41a7-b26f-6200790bc5ab\", \"68615b37-5e89-459c-822b-dcd4e12c0e7a\", \"cbe115d9-8b4d-46ae-88b6-b69a0a81b165\"], \"total_duration\": 246.0, \"total_sessions\": 3, \"mean_week_duration\": 2.216}, \"71367\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-04 19:39:39.000000+00:00\", \"2023-04-06 02:44:33.000000+00:00\"], \"session_ids\": [\"4e3b2229-7a6e-4ea1-b419-875883d5f298\", \"2ee923e1-08f5-4153-845d-5cb6b7cc7817\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 0.673}, \"69636\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-26 16:54:51.000000+00:00\", \"2022-05-21 00:33:10.000000+00:00\", \"2019-08-29 23:54:47.000000+00:00\"], \"session_ids\": [\"c7e0e8b3-272f-421a-891a-e23979e148b3\", \"a50d7d24-aed2-4191-867c-b983907f578f\", \"bc64cae1-87b1-4bea-8612-a408f3a982df\"], \"total_duration\": 774.0, \"total_sessions\": 3, \"mean_week_duration\": 5.413}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3837\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-05-10 00:13:52.000000+00:00\", \"2020-02-14 02:55:29.000000+00:00\"], \"session_ids\": [\"a4fd2bba-3c17-42a9-8166-d29b00e93db9\", \"d9399c83-1089-4cfc-af79-c9174230a043\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.569}}, {\"14595\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-05 15:01:17.000000+00:00\", \"2021-08-20 11:24:08.000000+00:00\"], \"session_ids\": [\"9b6f66e0-3d0b-4d94-bad0-706abc20ea2a\", \"2bd9fbee-35d0-46e0-a175-550d013e043a\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.247}}, {\"52446\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-08-27 00:14:35.000000+00:00\", \"2019-05-08 08:11:48.000000+00:00\"], \"session_ids\": [\"d9e38cbe-0ea8-462c-8cc1-915da4730a48\", \"d42fe283-d63d-4d7d-80b9-07f837f91cf8\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.491}}, {\"12307\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-05-08 11:41:18.000000+00:00\", \"2022-11-10 11:38:21.000000+00:00\"], \"session_ids\": [\"3bb80c86-bee7-4c0c-9e76-51c93b703fa3\", \"b0da69a9-de7a-477d-825e-4b84a18dee2d\"], \"total_duration\": 136.0, \"total_sessions\": 2, \"mean_week_duration\": 1.722}}, {\"71367\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-05-04 19:39:39.000000+00:00\", \"2023-04-06 02:44:33.000000+00:00\"], \"session_ids\": [\"4e3b2229-7a6e-4ea1-b419-875883d5f298\", \"2ee923e1-08f5-4153-845d-5cb6b7cc7817\"], \"total_duration\": 138.0, \"total_sessions\": 2, \"mean_week_duration\": 0.673}}, {\"46205\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-12 22:09:57.000000+00:00\", \"2020-09-07 03:58:56.000000+00:00\", \"2020-01-26 12:07:17.000000+00:00\"], \"session_ids\": [\"cf94d5e0-900b-411f-919a-a2ef523d9a65\", \"46292576-d469-4477-98b0-c430fb5de0c0\", \"26f8af1f-8043-450f-a74a-6c89cae7705f\"], \"total_duration\": 466.0, \"total_sessions\": 3, \"mean_week_duration\": 7.281}}, {\"25405\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-10 20:13:27.000000+00:00\", \"2023-05-22 11:09:21.000000+00:00\", \"2021-10-01 17:33:33.000000+00:00\"], \"session_ids\": [\"ba2238eb-cd66-41a7-b26f-6200790bc5ab\", \"68615b37-5e89-459c-822b-dcd4e12c0e7a\", \"cbe115d9-8b4d-46ae-88b6-b69a0a81b165\"], \"total_duration\": 246.0, \"total_sessions\": 3, \"mean_week_duration\": 2.216}}, {\"69636\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-26 16:54:51.000000+00:00\", \"2022-05-21 00:33:10.000000+00:00\", \"2019-08-29 23:54:47.000000+00:00\"], \"session_ids\": [\"c7e0e8b3-272f-421a-891a-e23979e148b3\", \"a50d7d24-aed2-4191-867c-b983907f578f\", \"bc64cae1-87b1-4bea-8612-a408f3a982df\"], \"total_duration\": 774.0, \"total_sessions\": 3, \"mean_week_duration\": 5.413}}, {\"54577\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-13 13:50:49.000000+00:00\", \"2019-01-25 11:03:31.000000+00:00\", \"2021-10-21 23:52:15.000000+00:00\", \"2019-02-14 06:09:51.000000+00:00\"], \"session_ids\": [\"72db2fdf-a3cb-4d4c-9418-f7ef858b2f5c\", \"898b0b81-2ac9-4a66-88b9-3a8ed9b12dc7\", \"9e115d81-c501-41de-bda1-9eda05bf036d\", \"ed8456aa-6e5e-49c9-ae29-e1bdecd921a9\"], \"total_duration\": 419.0, \"total_sessions\": 4, \"mean_week_duration\": 2.93}}, {\"98763\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-01-12 10:32:07.000000+00:00\", \"2020-09-04 20:25:51.000000+00:00\", \"2022-12-05 10:52:31.000000+00:00\", \"2021-04-13 13:00:41.000000+00:00\", \"2019-05-03 22:54:05.000000+00:00\", \"2020-05-17 11:22:01.000000+00:00\", \"2020-09-08 02:01:42.000000+00:00\", \"2021-06-13 16:57:27.000000+00:00\", \"2023-04-26 16:54:21.000000+00:00\", \"2020-11-11 06:48:10.000000+00:00\", \"2019-04-26 11:51:38.000000+00:00\"], \"session_ids\": [\"17095684-69b1-47d1-86bd-0798c138a9b9\", \"839d8b81-fe4e-4008-a624-d501cc8ba4b9\", \"30346c1d-5ecc-4872-9f9b-e6b6f75ee5ed\", \"7fbb2f17-15f5-493b-a0a3-aad4895ca276\", \"b271577f-bfd5-45af-b348-86164d6fcdf8\", \"e32e35fe-b0d8-4dce-877f-0e9902b5ce5c\", \"e60b4957-0996-4ff9-a0c4-1785756bdc1b\", \"be100b47-b9b3-44da-aaf5-e24c09d5f0db\", \"84232adb-126f-4700-b5e5-6d3f3c933242\", \"3ed0464a-30b0-47e2-800a-0d3638308c25\", \"c546a5d6-3322-4ffd-8cf6-48fe6ef59c2f\"], \"total_duration\": 58405.0, \"total_sessions\": 11, \"mean_week_duration\": 279.45}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"3837\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-05-10 00:13:52.000000+00:00\", \"2020-02-14 02:55:29.000000+00:00\"], \"session_ids\": [\"a4fd2bba-3c17-42a9-8166-d29b00e93db9\", \"d9399c83-1089-4cfc-af79-c9174230a043\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.569}}, {\"14595\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-05 15:01:17.000000+00:00\", \"2021-08-20 11:24:08.000000+00:00\"], \"session_ids\": [\"9b6f66e0-3d0b-4d94-bad0-706abc20ea2a\", \"2bd9fbee-35d0-46e0-a175-550d013e043a\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.247}}]\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[{\"3837\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-05-10 00:13:52.000000+00:00\", \"2020-02-14 02:55:29.000000+00:00\"], \"session_ids\": [\"a4fd2bba-3c17-42a9-8166-d29b00e93db9\", \"d9399c83-1089-4cfc-af79-c9174230a043\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 0.569}}, {\"14595\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-05 15:01:17.000000+00:00\", \"2021-08-20 11:24:08.000000+00:00\"], \"session_ids\": [\"9b6f66e0-3d0b-4d94-bad0-706abc20ea2a\", \"2bd9fbee-35d0-46e0-a175-550d013e043a\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.247}}]\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 4 users whose site usage time is greater than 980 in addition execute sorting by duration of sessions per week risingly , moreover show me only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"26393\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 5, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-25 17:18:39.000000+00:00\", \"2019-09-24 19:08:11.000000+00:00\"], \"session_ids\": [\"bceac364-f295-40f8-9d8e-b2fc09882060\", \"597bf185-0459-4e84-ab21-f5043de938c2\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 6.774}, \"88992\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-07-13 22:46:00.000000+00:00\", \"2021-07-30 01:59:44.000000+00:00\", \"2021-08-06 18:54:56.000000+00:00\", \"2019-01-18 14:58:32.000000+00:00\"], \"session_ids\": [\"2c932d81-bb06-46ee-9c68-0b0e860e7df3\", \"1b7dd762-e8d9-42b9-b8fa-42d3999c80f9\", \"a113424d-fd31-4d0f-9fd0-7ba5c6c2f5a4\", \"345a18d1-d864-4ff6-9c87-75c5e2e8b2aa\"], \"total_duration\": 935.0, \"total_sessions\": 4, \"mean_week_duration\": 5.137}, \"23500\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-06 15:57:02.000000+00:00\", \"2019-09-04 22:25:59.000000+00:00\", \"2022-02-22 21:21:51.000000+00:00\"], \"session_ids\": [\"49aa9c9b-1c15-4bfc-9cae-8d0d59fb16e4\", \"3ba549ca-b011-479a-a0cd-def0ed933e39\", \"5ba64b3a-c17c-400a-afad-83b173b92a5d\"], \"total_duration\": 606.0, \"total_sessions\": 3, \"mean_week_duration\": 3.565}, \"59098\": {\"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\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-08 00:41:23.000000+00:00\", \"2019-08-31 00:52:37.000000+00:00\", \"2020-07-26 01:45:03.000000+00:00\", \"2023-02-13 08:47:35.000000+00:00\", \"2022-08-07 05:59:08.000000+00:00\", \"2021-09-18 03:26:06.000000+00:00\", \"2019-04-22 18:59:59.000000+00:00\", \"2019-03-03 23:29:39.000000+00:00\", \"2019-03-06 14:48:45.000000+00:00\", \"2019-10-08 13:14:22.000000+00:00\", \"2019-11-17 05:02:26.000000+00:00\"], \"session_ids\": [\"31e36ade-af65-4948-ae22-dea37cb56ace\", \"2e647bf6-357f-4303-a71f-438c0dc0ca81\", \"68b346d6-010d-48d6-907a-b6c2e7913e94\", \"00c0fd3a-aefd-40f1-9204-8341db478371\", \"b04fc517-ae93-4a79-ab79-2f7f3e2ddcec\", \"74a5f5be-5dcf-4677-af41-8e814ba7e282\", \"7695a40c-399c-4293-8ede-a48702bb0a5d\", \"43e9894c-b487-4798-bd67-3a18585b0569\", \"bbc2fc97-6501-41a8-b2c9-a983333d2b28\", \"be465009-6ac4-48fa-b548-22fdd549f9c7\", \"893addd5-723e-43a6-ad18-72ee19e79578\"], \"total_duration\": 28932.0, \"total_sessions\": 11, \"mean_week_duration\": 140.447}, \"76775\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-10-28 20:31:33.000000+00:00\", \"2023-03-14 17:00:49.000000+00:00\"], \"session_ids\": [\"bb7144e3-f92c-4272-b40c-2e5b27753e06\", \"acaee04a-7a57-4dd7-b856-c8690403b7c4\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 3.9}, \"8427\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-07 02:43:34.000000+00:00\", \"2021-08-21 03:23:15.000000+00:00\", \"2023-03-09 15:47:09.000000+00:00\", \"2022-08-27 06:21:16.000000+00:00\", \"2020-04-26 08:43:42.000000+00:00\"], \"session_ids\": [\"6a8029bd-ec86-441a-9faa-7b42abfd1c9b\", \"19f80ad8-9b38-45d9-89f5-bd23314fcfbb\", \"a92b0068-d732-4a4a-ba8e-d9c996a0828a\", \"f0261967-de7e-44eb-abab-64bcb085b10e\", \"f646b3f1-9495-441a-ba93-9d4dc2b4680c\"], \"total_duration\": 3642.0, \"total_sessions\": 5, \"mean_week_duration\": 24.28}, \"70789\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-07-03 18:59:01.000000+00:00\", \"2020-10-01 00:52:35.000000+00:00\"], \"session_ids\": [\"3adf3052-6d7e-4ddf-899c-3230c22b2838\", \"a8bf2e68-9309-4b95-99b4-c039254f1dcf\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 4.925}, \"88616\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-05-30 06:49:37.000000+00:00\", \"2021-12-13 16:30:30.000000+00:00\"], \"session_ids\": [\"d7c083ce-e994-4914-9e87-f8902b436e35\", \"2ca96abb-189e-4e1d-ac8c-3fe2302e6cea\"], \"total_duration\": 349.0, \"total_sessions\": 2, \"mean_week_duration\": 12.034}, \"57159\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-02-15 15:09:38.000000+00:00\", \"2023-06-04 07:45:48.000000+00:00\"], \"session_ids\": [\"8e32234a-6b6e-4f16-9892-87d0bf68a79a\", \"de88f228-8ed7-48ce-a960-491f7f1a25bb\"], \"total_duration\": 410.0, \"total_sessions\": 2, \"mean_week_duration\": 3.417}, \"9321\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2020-04-20 07:15:26.000000+00:00\", \"2023-04-19 21:47:18.000000+00:00\", \"2022-11-09 12:33:08.000000+00:00\"], \"session_ids\": [\"783494e0-da9a-450d-8a89-ef869a81412a\", \"c9d0eb6f-6a6c-4d58-b9c4-b330830bcfb1\", \"de3f112e-a861-4d65-b8fc-156f995b7852\"], \"total_duration\": 327.0, \"total_sessions\": 3, \"mean_week_duration\": 2.083}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 980"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[980, 3090]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"59098\": {\"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\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-08 00:41:23.000000+00:00\", \"2019-08-31 00:52:37.000000+00:00\", \"2020-07-26 01:45:03.000000+00:00\", \"2023-02-13 08:47:35.000000+00:00\", \"2022-08-07 05:59:08.000000+00:00\", \"2021-09-18 03:26:06.000000+00:00\", \"2019-04-22 18:59:59.000000+00:00\", \"2019-03-03 23:29:39.000000+00:00\", \"2019-03-06 14:48:45.000000+00:00\", \"2019-10-08 13:14:22.000000+00:00\", \"2019-11-17 05:02:26.000000+00:00\"], \"session_ids\": [\"31e36ade-af65-4948-ae22-dea37cb56ace\", \"2e647bf6-357f-4303-a71f-438c0dc0ca81\", \"68b346d6-010d-48d6-907a-b6c2e7913e94\", \"00c0fd3a-aefd-40f1-9204-8341db478371\", \"b04fc517-ae93-4a79-ab79-2f7f3e2ddcec\", \"74a5f5be-5dcf-4677-af41-8e814ba7e282\", \"7695a40c-399c-4293-8ede-a48702bb0a5d\", \"43e9894c-b487-4798-bd67-3a18585b0569\", \"bbc2fc97-6501-41a8-b2c9-a983333d2b28\", \"be465009-6ac4-48fa-b548-22fdd549f9c7\", \"893addd5-723e-43a6-ad18-72ee19e79578\"], \"total_duration\": 28932.0, \"total_sessions\": 11, \"mean_week_duration\": 140.447}, \"8427\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-07 02:43:34.000000+00:00\", \"2021-08-21 03:23:15.000000+00:00\", \"2023-03-09 15:47:09.000000+00:00\", \"2022-08-27 06:21:16.000000+00:00\", \"2020-04-26 08:43:42.000000+00:00\"], \"session_ids\": [\"6a8029bd-ec86-441a-9faa-7b42abfd1c9b\", \"19f80ad8-9b38-45d9-89f5-bd23314fcfbb\", \"a92b0068-d732-4a4a-ba8e-d9c996a0828a\", \"f0261967-de7e-44eb-abab-64bcb085b10e\", \"f646b3f1-9495-441a-ba93-9d4dc2b4680c\"], \"total_duration\": 3642.0, \"total_sessions\": 5, \"mean_week_duration\": 24.28}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"8427\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-07 02:43:34.000000+00:00\", \"2021-08-21 03:23:15.000000+00:00\", \"2023-03-09 15:47:09.000000+00:00\", \"2022-08-27 06:21:16.000000+00:00\", \"2020-04-26 08:43:42.000000+00:00\"], \"session_ids\": [\"6a8029bd-ec86-441a-9faa-7b42abfd1c9b\", \"19f80ad8-9b38-45d9-89f5-bd23314fcfbb\", \"a92b0068-d732-4a4a-ba8e-d9c996a0828a\", \"f0261967-de7e-44eb-abab-64bcb085b10e\", \"f646b3f1-9495-441a-ba93-9d4dc2b4680c\"], \"total_duration\": 3642.0, \"total_sessions\": 5, \"mean_week_duration\": 24.28}}, {\"59098\": {\"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\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-08 00:41:23.000000+00:00\", \"2019-08-31 00:52:37.000000+00:00\", \"2020-07-26 01:45:03.000000+00:00\", \"2023-02-13 08:47:35.000000+00:00\", \"2022-08-07 05:59:08.000000+00:00\", \"2021-09-18 03:26:06.000000+00:00\", \"2019-04-22 18:59:59.000000+00:00\", \"2019-03-03 23:29:39.000000+00:00\", \"2019-03-06 14:48:45.000000+00:00\", \"2019-10-08 13:14:22.000000+00:00\", \"2019-11-17 05:02:26.000000+00:00\"], \"session_ids\": [\"31e36ade-af65-4948-ae22-dea37cb56ace\", \"2e647bf6-357f-4303-a71f-438c0dc0ca81\", \"68b346d6-010d-48d6-907a-b6c2e7913e94\", \"00c0fd3a-aefd-40f1-9204-8341db478371\", \"b04fc517-ae93-4a79-ab79-2f7f3e2ddcec\", \"74a5f5be-5dcf-4677-af41-8e814ba7e282\", \"7695a40c-399c-4293-8ede-a48702bb0a5d\", \"43e9894c-b487-4798-bd67-3a18585b0569\", \"bbc2fc97-6501-41a8-b2c9-a983333d2b28\", \"be465009-6ac4-48fa-b548-22fdd549f9c7\", \"893addd5-723e-43a6-ad18-72ee19e79578\"], \"total_duration\": 28932.0, \"total_sessions\": 11, \"mean_week_duration\": 140.447}}]\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[{\"8427\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-07 02:43:34.000000+00:00\", \"2021-08-21 03:23:15.000000+00:00\", \"2023-03-09 15:47:09.000000+00:00\", \"2022-08-27 06:21:16.000000+00:00\", \"2020-04-26 08:43:42.000000+00:00\"], \"session_ids\": [\"6a8029bd-ec86-441a-9faa-7b42abfd1c9b\", \"19f80ad8-9b38-45d9-89f5-bd23314fcfbb\", \"a92b0068-d732-4a4a-ba8e-d9c996a0828a\", \"f0261967-de7e-44eb-abab-64bcb085b10e\", \"f646b3f1-9495-441a-ba93-9d4dc2b4680c\"], \"total_duration\": 3642.0, \"total_sessions\": 5, \"mean_week_duration\": 24.28}}, {\"59098\": {\"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\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-08 00:41:23.000000+00:00\", \"2019-08-31 00:52:37.000000+00:00\", \"2020-07-26 01:45:03.000000+00:00\", \"2023-02-13 08:47:35.000000+00:00\", \"2022-08-07 05:59:08.000000+00:00\", \"2021-09-18 03:26:06.000000+00:00\", \"2019-04-22 18:59:59.000000+00:00\", \"2019-03-03 23:29:39.000000+00:00\", \"2019-03-06 14:48:45.000000+00:00\", \"2019-10-08 13:14:22.000000+00:00\", \"2019-11-17 05:02:26.000000+00:00\"], \"session_ids\": [\"31e36ade-af65-4948-ae22-dea37cb56ace\", \"2e647bf6-357f-4303-a71f-438c0dc0ca81\", \"68b346d6-010d-48d6-907a-b6c2e7913e94\", \"00c0fd3a-aefd-40f1-9204-8341db478371\", \"b04fc517-ae93-4a79-ab79-2f7f3e2ddcec\", \"74a5f5be-5dcf-4677-af41-8e814ba7e282\", \"7695a40c-399c-4293-8ede-a48702bb0a5d\", \"43e9894c-b487-4798-bd67-3a18585b0569\", \"bbc2fc97-6501-41a8-b2c9-a983333d2b28\", \"be465009-6ac4-48fa-b548-22fdd549f9c7\", \"893addd5-723e-43a6-ad18-72ee19e79578\"], \"total_duration\": 28932.0, \"total_sessions\": 11, \"mean_week_duration\": 140.447}}]\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[{\"8427\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-12-07 02:43:34.000000+00:00\", \"2021-08-21 03:23:15.000000+00:00\", \"2023-03-09 15:47:09.000000+00:00\", \"2022-08-27 06:21:16.000000+00:00\", \"2020-04-26 08:43:42.000000+00:00\"], \"session_ids\": [\"6a8029bd-ec86-441a-9faa-7b42abfd1c9b\", \"19f80ad8-9b38-45d9-89f5-bd23314fcfbb\", \"a92b0068-d732-4a4a-ba8e-d9c996a0828a\", \"f0261967-de7e-44eb-abab-64bcb085b10e\", \"f646b3f1-9495-441a-ba93-9d4dc2b4680c\"], \"total_duration\": 3642.0, \"total_sessions\": 5, \"mean_week_duration\": 24.28}}, {\"59098\": {\"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\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-08 00:41:23.000000+00:00\", \"2019-08-31 00:52:37.000000+00:00\", \"2020-07-26 01:45:03.000000+00:00\", \"2023-02-13 08:47:35.000000+00:00\", \"2022-08-07 05:59:08.000000+00:00\", \"2021-09-18 03:26:06.000000+00:00\", \"2019-04-22 18:59:59.000000+00:00\", \"2019-03-03 23:29:39.000000+00:00\", \"2019-03-06 14:48:45.000000+00:00\", \"2019-10-08 13:14:22.000000+00:00\", \"2019-11-17 05:02:26.000000+00:00\"], \"session_ids\": [\"31e36ade-af65-4948-ae22-dea37cb56ace\", \"2e647bf6-357f-4303-a71f-438c0dc0ca81\", \"68b346d6-010d-48d6-907a-b6c2e7913e94\", \"00c0fd3a-aefd-40f1-9204-8341db478371\", \"b04fc517-ae93-4a79-ab79-2f7f3e2ddcec\", \"74a5f5be-5dcf-4677-af41-8e814ba7e282\", \"7695a40c-399c-4293-8ede-a48702bb0a5d\", \"43e9894c-b487-4798-bd67-3a18585b0569\", \"bbc2fc97-6501-41a8-b2c9-a983333d2b28\", \"be465009-6ac4-48fa-b548-22fdd549f9c7\", \"893addd5-723e-43a6-ad18-72ee19e79578\"], \"total_duration\": 28932.0, \"total_sessions\": 11, \"mean_week_duration\": 140.447}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about users whose duration summation of sessions per week exceed 12, exclusively 12 as well as put to use sorting by total_duration in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"96076\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-09-19 00:06:57.000000+00:00\", \"2020-03-18 12:39:37.000000+00:00\", \"2022-05-19 02:40:16.000000+00:00\"], \"session_ids\": [\"4b59be3c-840c-4189-805b-7959b34dd2a2\", \"98605da3-ad44-4d79-b0bd-17ae32f5b8c6\", \"72db44c9-7c97-44b6-aad6-8c86eaf7043a\"], \"total_duration\": 40.0, \"total_sessions\": 3, \"mean_week_duration\": 0.288}, \"85655\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-02-22 01:43:19.000000+00:00\", \"2019-02-27 05:35:43.000000+00:00\", \"2019-01-13 16:50:55.000000+00:00\", \"2022-01-19 10:17:45.000000+00:00\"], \"session_ids\": [\"933ddea5-c0a5-47c5-8e27-d46a107e9dc5\", \"d1be4250-0538-42b8-a261-465942329c86\", \"0e9fc81a-6097-4ae7-8fad-7ecb2c715d5b\", \"0e7b07e9-2ab2-411d-baf4-2b9cbea9ab47\"], \"total_duration\": 164.0, \"total_sessions\": 4, \"mean_week_duration\": 1.038}, \"12553\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-18 11:09:20.000000+00:00\", \"2021-07-24 22:06:13.000000+00:00\"], \"session_ids\": [\"74e34205-ffa2-445e-bc75-a0acd0b68bf9\", \"a4c91ef2-ccca-442f-bfd0-ad4e03c1e5c3\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 51.25}, \"29294\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-06-24 13:47:44.000000+00:00\", \"2019-07-12 13:56:53.000000+00:00\", \"2020-09-02 06:51:05.000000+00:00\"], \"session_ids\": [\"dc6de8bb-dcd5-4f9c-8e6a-320319262abe\", \"5ba58c68-d590-4ead-8e3d-b90a61f98d35\", \"f3eed1c3-ab0d-4eee-920f-c3767a4d1e87\"], \"total_duration\": 335.0, \"total_sessions\": 3, \"mean_week_duration\": 3.284}, \"46872\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-12-29 22:27:04.000000+00:00\", \"2020-06-19 20:27:03.000000+00:00\", \"2023-03-26 10:22:11.000000+00:00\"], \"session_ids\": [\"d3618acb-a296-49c1-a4ca-3216cc3774fb\", \"78f1d41f-8767-43f8-8ff4-64475af408f0\", \"d21c4702-c3f9-45c4-9590-a1d431bf407f\"], \"total_duration\": 435.0, \"total_sessions\": 3, \"mean_week_duration\": 3.0}, \"34591\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-09-11 02:21:14.000000+00:00\", \"2022-12-13 00:00:46.000000+00:00\"], \"session_ids\": [\"7533d14b-f731-4630-bf80-bb196406adb9\", \"ab4a8570-bc97-4921-a6a9-39b381930c6d\"], \"total_duration\": 137.0, \"total_sessions\": 2, \"mean_week_duration\": 0.806}, \"75086\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-12 17:57:25.000000+00:00\", \"2019-11-09 07:49:20.000000+00:00\"], \"session_ids\": [\"c2ff9785-4af4-43db-a9ec-929ab8c6272d\", \"adad37a1-0ea8-471d-a891-128e86ee5eff\"], \"total_duration\": 489.0, \"total_sessions\": 2, \"mean_week_duration\": 5.892}, \"74821\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-11-16 21:58:47.000000+00:00\", \"2022-03-24 19:44:51.000000+00:00\"], \"session_ids\": [\"052aad38-d787-4626-853e-4dd74656e2bc\", \"71c85569-17f0-45e8-b792-33e75a675256\"], \"total_duration\": 244.0, \"total_sessions\": 2, \"mean_week_duration\": 1.984}, \"14405\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-28 09:16:13.000000+00:00\", \"2022-12-17 10:46:58.000000+00:00\"], \"session_ids\": [\"234ba1ed-d4d7-4fb3-a2b9-b092948ccb38\", \"c84369bd-c7bd-4a1d-864c-e612d2a54dce\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 0.268}, \"13374\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-01 05:30:13.000000+00:00\", \"2021-10-31 22:04:24.000000+00:00\", \"2019-01-01 12:42:41.000000+00:00\", \"2022-11-04 18:46:24.000000+00:00\", \"2020-08-16 01:27:09.000000+00:00\", \"2022-02-15 08:12:57.000000+00:00\", \"2021-11-28 23:07:28.000000+00:00\", \"2020-07-17 10:49:27.000000+00:00\"], \"session_ids\": [\"feadfd17-b48e-4a0d-bce0-0f7135951b73\", \"22f3ff5d-077c-4feb-a2f3-92654c67ef45\", \"00be9d18-f652-4a72-8f32-b2d8fa9c63c2\", \"fc6f925c-0872-45d3-8567-90219ec2714b\", \"9a3d37c6-dd36-42c4-b2eb-23006f91a58f\", \"e8143afa-f252-4bcd-b93a-1bfd88794ef1\", \"acd3fc9d-63cd-4c40-837a-493df1d2310b\", \"3fa261e2-b61f-4fa0-ab02-130fb886f988\"], \"total_duration\": 2289.0, \"total_sessions\": 8, \"mean_week_duration\": 11.388}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 12"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[12, 46]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12553\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-18 11:09:20.000000+00:00\", \"2021-07-24 22:06:13.000000+00:00\"], \"session_ids\": [\"74e34205-ffa2-445e-bc75-a0acd0b68bf9\", \"a4c91ef2-ccca-442f-bfd0-ad4e03c1e5c3\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 51.25}}\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[{\"12553\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-18 11:09:20.000000+00:00\", \"2021-07-24 22:06:13.000000+00:00\"], \"session_ids\": [\"74e34205-ffa2-445e-bc75-a0acd0b68bf9\", \"a4c91ef2-ccca-442f-bfd0-ad4e03c1e5c3\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 51.25}}]\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[{\"12553\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-18 11:09:20.000000+00:00\", \"2021-07-24 22:06:13.000000+00:00\"], \"session_ids\": [\"74e34205-ffa2-445e-bc75-a0acd0b68bf9\", \"a4c91ef2-ccca-442f-bfd0-ad4e03c1e5c3\"], \"total_duration\": 205.0, \"total_sessions\": 2, \"mean_week_duration\": 51.25}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me with information about user with a time in app of sessions that is higher than 3708 and lower than 567 , and perform sorting by sum of 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{\"27493\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-12-22 20:37:01.000000+00:00\", \"2021-04-21 12:52:04.000000+00:00\"], \"session_ids\": [\"5e85ac87-c22c-4c72-8ff3-62698a3072e0\", \"327b7c80-f610-4df5-aefa-80e4a76ce2d4\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.295}, \"21315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-20 05:57:52.000000+00:00\", \"2020-02-28 11:35:21.000000+00:00\", \"2022-11-08 15:51:59.000000+00:00\", \"2020-09-12 06:32:32.000000+00:00\", \"2019-12-02 07:02:17.000000+00:00\"], \"session_ids\": [\"bd703c34-0d86-4b5b-aaca-5becef291441\", \"5381c819-86e2-450b-95af-e3d779bcd661\", \"773bfdda-aadd-40e9-a915-81ed7b5835e7\", \"76a27f12-aac9-4bca-9007-f9ed5c94c77e\", \"f54742f3-3613-415a-9879-3b7445c52522\"], \"total_duration\": 280.0, \"total_sessions\": 5, \"mean_week_duration\": 1.818}, \"25364\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-12-29 10:18:22.000000+00:00\", \"2023-06-13 22:50:05.000000+00:00\"], \"session_ids\": [\"9e669d0c-9a23-40d7-9b1b-b603301b4dc8\", \"5037d997-560c-4422-8394-31586e18b973\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 0.475}, \"20558\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-20 06:08:12.000000+00:00\", \"2021-01-15 00:40:29.000000+00:00\", \"2020-06-27 12:32:51.000000+00:00\", \"2019-07-07 22:48:11.000000+00:00\", \"2019-11-11 03:04:17.000000+00:00\", \"2021-02-22 20:03:58.000000+00:00\", \"2020-04-01 14:08:37.000000+00:00\", \"2020-04-19 13:12:36.000000+00:00\", \"2022-02-15 02:43:57.000000+00:00\", \"2023-06-04 19:25:27.000000+00:00\"], \"session_ids\": [\"f3949715-ca93-4aad-a6b0-d58743d6c647\", \"c9409315-72bc-4fc1-af17-10dfac9d758b\", \"49b12719-de59-4bb0-9cad-b723221c4971\", \"88268659-efee-46c8-8c98-4ab6c77c69a8\", \"01dea178-9817-4061-8f6b-ba6d9de7ee36\", \"c66811d9-d59b-44f0-9efb-ebb426548619\", \"02b0d869-1f97-4fb6-8f03-aec2777d0474\", \"f0cc9f78-c1e7-44be-bd64-7a7acef271da\", \"10484b64-a0b8-482a-8bc9-8038917afb55\", \"e27c1744-80c8-4d40-96ee-67803e3f4106\"], \"total_duration\": 7512.0, \"total_sessions\": 10, \"mean_week_duration\": 36.824}, \"83694\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-02-05 07:34:26.000000+00:00\", \"2021-09-09 06:15:04.000000+00:00\"], \"session_ids\": [\"e22085be-0f05-49eb-a95e-e3b858eb0710\", \"06665637-2a3a-4a0c-bd72-e76a106f8cd5\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 5.613}, \"64985\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-03-19 16:56:08.000000+00:00\", \"2023-02-14 04:38:41.000000+00:00\"], \"session_ids\": [\"ed3b3e88-feeb-499f-ac91-98467e7bb1cb\", \"1f62aa37-82e2-40c9-bcf2-540348059740\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 2.046}, \"53676\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-04-09 14:32:08.000000+00:00\", \"2021-09-28 07:43:58.000000+00:00\", \"2020-09-13 22:15:20.000000+00:00\", \"2020-10-13 11:34:08.000000+00:00\", \"2023-05-29 01:35:36.000000+00:00\", \"2021-10-11 11:50:35.000000+00:00\", \"2021-06-29 00:05:56.000000+00:00\", \"2020-02-15 22:49:33.000000+00:00\", \"2021-10-14 16:49:59.000000+00:00\", \"2021-03-29 21:41:49.000000+00:00\", \"2021-06-04 01:06:26.000000+00:00\"], \"session_ids\": [\"3d067c8c-7f2a-4cbd-8913-4e583ad96604\", \"cbcf5756-65fe-4457-b927-3e08f9fd7ebe\", \"3f1b8d74-50f8-4ae6-a745-4edbf47f0874\", \"3595c638-f254-492e-8d1f-36937cfae50c\", \"c9e810c2-f6c4-4ed4-99ad-7087d7c292cb\", \"1579ec07-8ec7-44eb-9d1a-9c5474a79b1b\", \"76eeb9e9-3f16-453b-95df-2f14b6d753fd\", \"a9a8f853-aa39-4291-8ee3-f9220a2a6afb\", \"ac10a008-edad-464d-b76c-9af3a970ee30\", \"e5d28dcd-451c-40e6-b687-466150a2eff0\", \"6114bad4-1a51-40d4-b89c-faa0fe73073e\"], \"total_duration\": 62138.0, \"total_sessions\": 11, \"mean_week_duration\": 361.267}, \"66494\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-05-05 02:10:28.000000+00:00\", \"2021-05-18 22:09:33.000000+00:00\"], \"session_ids\": [\"dd8c6383-e2aa-433a-9159-e34fe0080ba0\", \"90520777-8737-4180-bf71-b3c895d03ab9\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}, \"5356\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-10 03:19:11.000000+00:00\", \"2019-10-25 09:06:31.000000+00:00\"], \"session_ids\": [\"f8232488-365d-4981-81c4-5e96c62cac27\", \"4e8e79ac-342e-4394-9800-fa078592ef2d\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 3.745}, \"30503\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-02 02:56:30.000000+00:00\", \"2019-04-10 00:24:45.000000+00:00\"], \"session_ids\": [\"847606e8-0b76-4a8e-aa43-096c0e3ae472\", \"81a3b1d1-5119-4804-bd80-65dc2b6f5399\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.559}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or less than 567 and are equal or greater than 3708"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[567, 3708]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"27493\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-12-22 20:37:01.000000+00:00\", \"2021-04-21 12:52:04.000000+00:00\"], \"session_ids\": [\"5e85ac87-c22c-4c72-8ff3-62698a3072e0\", \"327b7c80-f610-4df5-aefa-80e4a76ce2d4\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.295}, \"21315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-20 05:57:52.000000+00:00\", \"2020-02-28 11:35:21.000000+00:00\", \"2022-11-08 15:51:59.000000+00:00\", \"2020-09-12 06:32:32.000000+00:00\", \"2019-12-02 07:02:17.000000+00:00\"], \"session_ids\": [\"bd703c34-0d86-4b5b-aaca-5becef291441\", \"5381c819-86e2-450b-95af-e3d779bcd661\", \"773bfdda-aadd-40e9-a915-81ed7b5835e7\", \"76a27f12-aac9-4bca-9007-f9ed5c94c77e\", \"f54742f3-3613-415a-9879-3b7445c52522\"], \"total_duration\": 280.0, \"total_sessions\": 5, \"mean_week_duration\": 1.818}, \"25364\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-12-29 10:18:22.000000+00:00\", \"2023-06-13 22:50:05.000000+00:00\"], \"session_ids\": [\"9e669d0c-9a23-40d7-9b1b-b603301b4dc8\", \"5037d997-560c-4422-8394-31586e18b973\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 0.475}, \"83694\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-02-05 07:34:26.000000+00:00\", \"2021-09-09 06:15:04.000000+00:00\"], \"session_ids\": [\"e22085be-0f05-49eb-a95e-e3b858eb0710\", \"06665637-2a3a-4a0c-bd72-e76a106f8cd5\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 5.613}, \"64985\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-03-19 16:56:08.000000+00:00\", \"2023-02-14 04:38:41.000000+00:00\"], \"session_ids\": [\"ed3b3e88-feeb-499f-ac91-98467e7bb1cb\", \"1f62aa37-82e2-40c9-bcf2-540348059740\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 2.046}, \"66494\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-05-05 02:10:28.000000+00:00\", \"2021-05-18 22:09:33.000000+00:00\"], \"session_ids\": [\"dd8c6383-e2aa-433a-9159-e34fe0080ba0\", \"90520777-8737-4180-bf71-b3c895d03ab9\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}, \"5356\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-10 03:19:11.000000+00:00\", \"2019-10-25 09:06:31.000000+00:00\"], \"session_ids\": [\"f8232488-365d-4981-81c4-5e96c62cac27\", \"4e8e79ac-342e-4394-9800-fa078592ef2d\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 3.745}, \"30503\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-02 02:56:30.000000+00:00\", \"2019-04-10 00:24:45.000000+00:00\"], \"session_ids\": [\"847606e8-0b76-4a8e-aa43-096c0e3ae472\", \"81a3b1d1-5119-4804-bd80-65dc2b6f5399\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.559}, \"20558\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-20 06:08:12.000000+00:00\", \"2021-01-15 00:40:29.000000+00:00\", \"2020-06-27 12:32:51.000000+00:00\", \"2019-07-07 22:48:11.000000+00:00\", \"2019-11-11 03:04:17.000000+00:00\", \"2021-02-22 20:03:58.000000+00:00\", \"2020-04-01 14:08:37.000000+00:00\", \"2020-04-19 13:12:36.000000+00:00\", \"2022-02-15 02:43:57.000000+00:00\", \"2023-06-04 19:25:27.000000+00:00\"], \"session_ids\": [\"f3949715-ca93-4aad-a6b0-d58743d6c647\", \"c9409315-72bc-4fc1-af17-10dfac9d758b\", \"49b12719-de59-4bb0-9cad-b723221c4971\", \"88268659-efee-46c8-8c98-4ab6c77c69a8\", \"01dea178-9817-4061-8f6b-ba6d9de7ee36\", \"c66811d9-d59b-44f0-9efb-ebb426548619\", \"02b0d869-1f97-4fb6-8f03-aec2777d0474\", \"f0cc9f78-c1e7-44be-bd64-7a7acef271da\", \"10484b64-a0b8-482a-8bc9-8038917afb55\", \"e27c1744-80c8-4d40-96ee-67803e3f4106\"], \"total_duration\": 7512.0, \"total_sessions\": 10, \"mean_week_duration\": 36.824}, \"53676\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-04-09 14:32:08.000000+00:00\", \"2021-09-28 07:43:58.000000+00:00\", \"2020-09-13 22:15:20.000000+00:00\", \"2020-10-13 11:34:08.000000+00:00\", \"2023-05-29 01:35:36.000000+00:00\", \"2021-10-11 11:50:35.000000+00:00\", \"2021-06-29 00:05:56.000000+00:00\", \"2020-02-15 22:49:33.000000+00:00\", \"2021-10-14 16:49:59.000000+00:00\", \"2021-03-29 21:41:49.000000+00:00\", \"2021-06-04 01:06:26.000000+00:00\"], \"session_ids\": [\"3d067c8c-7f2a-4cbd-8913-4e583ad96604\", \"cbcf5756-65fe-4457-b927-3e08f9fd7ebe\", \"3f1b8d74-50f8-4ae6-a745-4edbf47f0874\", \"3595c638-f254-492e-8d1f-36937cfae50c\", \"c9e810c2-f6c4-4ed4-99ad-7087d7c292cb\", \"1579ec07-8ec7-44eb-9d1a-9c5474a79b1b\", \"76eeb9e9-3f16-453b-95df-2f14b6d753fd\", \"a9a8f853-aa39-4291-8ee3-f9220a2a6afb\", \"ac10a008-edad-464d-b76c-9af3a970ee30\", \"e5d28dcd-451c-40e6-b687-466150a2eff0\", \"6114bad4-1a51-40d4-b89c-faa0fe73073e\"], \"total_duration\": 62138.0, \"total_sessions\": 11, \"mean_week_duration\": 361.267}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"53676\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-04-09 14:32:08.000000+00:00\", \"2021-09-28 07:43:58.000000+00:00\", \"2020-09-13 22:15:20.000000+00:00\", \"2020-10-13 11:34:08.000000+00:00\", \"2023-05-29 01:35:36.000000+00:00\", \"2021-10-11 11:50:35.000000+00:00\", \"2021-06-29 00:05:56.000000+00:00\", \"2020-02-15 22:49:33.000000+00:00\", \"2021-10-14 16:49:59.000000+00:00\", \"2021-03-29 21:41:49.000000+00:00\", \"2021-06-04 01:06:26.000000+00:00\"], \"session_ids\": [\"3d067c8c-7f2a-4cbd-8913-4e583ad96604\", \"cbcf5756-65fe-4457-b927-3e08f9fd7ebe\", \"3f1b8d74-50f8-4ae6-a745-4edbf47f0874\", \"3595c638-f254-492e-8d1f-36937cfae50c\", \"c9e810c2-f6c4-4ed4-99ad-7087d7c292cb\", \"1579ec07-8ec7-44eb-9d1a-9c5474a79b1b\", \"76eeb9e9-3f16-453b-95df-2f14b6d753fd\", \"a9a8f853-aa39-4291-8ee3-f9220a2a6afb\", \"ac10a008-edad-464d-b76c-9af3a970ee30\", \"e5d28dcd-451c-40e6-b687-466150a2eff0\", \"6114bad4-1a51-40d4-b89c-faa0fe73073e\"], \"total_duration\": 62138.0, \"total_sessions\": 11, \"mean_week_duration\": 361.267}}, {\"20558\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-20 06:08:12.000000+00:00\", \"2021-01-15 00:40:29.000000+00:00\", \"2020-06-27 12:32:51.000000+00:00\", \"2019-07-07 22:48:11.000000+00:00\", \"2019-11-11 03:04:17.000000+00:00\", \"2021-02-22 20:03:58.000000+00:00\", \"2020-04-01 14:08:37.000000+00:00\", \"2020-04-19 13:12:36.000000+00:00\", \"2022-02-15 02:43:57.000000+00:00\", \"2023-06-04 19:25:27.000000+00:00\"], \"session_ids\": [\"f3949715-ca93-4aad-a6b0-d58743d6c647\", \"c9409315-72bc-4fc1-af17-10dfac9d758b\", \"49b12719-de59-4bb0-9cad-b723221c4971\", \"88268659-efee-46c8-8c98-4ab6c77c69a8\", \"01dea178-9817-4061-8f6b-ba6d9de7ee36\", \"c66811d9-d59b-44f0-9efb-ebb426548619\", \"02b0d869-1f97-4fb6-8f03-aec2777d0474\", \"f0cc9f78-c1e7-44be-bd64-7a7acef271da\", \"10484b64-a0b8-482a-8bc9-8038917afb55\", \"e27c1744-80c8-4d40-96ee-67803e3f4106\"], \"total_duration\": 7512.0, \"total_sessions\": 10, \"mean_week_duration\": 36.824}}, {\"64985\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-03-19 16:56:08.000000+00:00\", \"2023-02-14 04:38:41.000000+00:00\"], \"session_ids\": [\"ed3b3e88-feeb-499f-ac91-98467e7bb1cb\", \"1f62aa37-82e2-40c9-bcf2-540348059740\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 2.046}}, {\"21315\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-08-20 05:57:52.000000+00:00\", \"2020-02-28 11:35:21.000000+00:00\", \"2022-11-08 15:51:59.000000+00:00\", \"2020-09-12 06:32:32.000000+00:00\", \"2019-12-02 07:02:17.000000+00:00\"], \"session_ids\": [\"bd703c34-0d86-4b5b-aaca-5becef291441\", \"5381c819-86e2-450b-95af-e3d779bcd661\", \"773bfdda-aadd-40e9-a915-81ed7b5835e7\", \"76a27f12-aac9-4bca-9007-f9ed5c94c77e\", \"f54742f3-3613-415a-9879-3b7445c52522\"], \"total_duration\": 280.0, \"total_sessions\": 5, \"mean_week_duration\": 1.818}}, {\"5356\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-11-10 03:19:11.000000+00:00\", \"2019-10-25 09:06:31.000000+00:00\"], \"session_ids\": [\"f8232488-365d-4981-81c4-5e96c62cac27\", \"4e8e79ac-342e-4394-9800-fa078592ef2d\"], \"total_duration\": 206.0, \"total_sessions\": 2, \"mean_week_duration\": 3.745}}, {\"83694\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-02-05 07:34:26.000000+00:00\", \"2021-09-09 06:15:04.000000+00:00\"], \"session_ids\": [\"e22085be-0f05-49eb-a95e-e3b858eb0710\", \"06665637-2a3a-4a0c-bd72-e76a106f8cd5\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 5.613}}, {\"30503\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-02 02:56:30.000000+00:00\", \"2019-04-10 00:24:45.000000+00:00\"], \"session_ids\": [\"847606e8-0b76-4a8e-aa43-096c0e3ae472\", \"81a3b1d1-5119-4804-bd80-65dc2b6f5399\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.559}}, {\"25364\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-12-29 10:18:22.000000+00:00\", \"2023-06-13 22:50:05.000000+00:00\"], \"session_ids\": [\"9e669d0c-9a23-40d7-9b1b-b603301b4dc8\", \"5037d997-560c-4422-8394-31586e18b973\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 0.475}}, {\"27493\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-12-22 20:37:01.000000+00:00\", \"2021-04-21 12:52:04.000000+00:00\"], \"session_ids\": [\"5e85ac87-c22c-4c72-8ff3-62698a3072e0\", \"327b7c80-f610-4df5-aefa-80e4a76ce2d4\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.295}}, {\"66494\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-05-05 02:10:28.000000+00:00\", \"2021-05-18 22:09:33.000000+00:00\"], \"session_ids\": [\"dd8c6383-e2aa-433a-9159-e34fe0080ba0\", \"90520777-8737-4180-bf71-b3c895d03ab9\"], \"total_duration\": 22.0, \"total_sessions\": 2, \"mean_week_duration\": 0.431}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"53676\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-04-09 14:32:08.000000+00:00\", \"2021-09-28 07:43:58.000000+00:00\", \"2020-09-13 22:15:20.000000+00:00\", \"2020-10-13 11:34:08.000000+00:00\", \"2023-05-29 01:35:36.000000+00:00\", \"2021-10-11 11:50:35.000000+00:00\", \"2021-06-29 00:05:56.000000+00:00\", \"2020-02-15 22:49:33.000000+00:00\", \"2021-10-14 16:49:59.000000+00:00\", \"2021-03-29 21:41:49.000000+00:00\", \"2021-06-04 01:06:26.000000+00:00\"], \"session_ids\": [\"3d067c8c-7f2a-4cbd-8913-4e583ad96604\", \"cbcf5756-65fe-4457-b927-3e08f9fd7ebe\", \"3f1b8d74-50f8-4ae6-a745-4edbf47f0874\", \"3595c638-f254-492e-8d1f-36937cfae50c\", \"c9e810c2-f6c4-4ed4-99ad-7087d7c292cb\", \"1579ec07-8ec7-44eb-9d1a-9c5474a79b1b\", \"76eeb9e9-3f16-453b-95df-2f14b6d753fd\", \"a9a8f853-aa39-4291-8ee3-f9220a2a6afb\", \"ac10a008-edad-464d-b76c-9af3a970ee30\", \"e5d28dcd-451c-40e6-b687-466150a2eff0\", \"6114bad4-1a51-40d4-b89c-faa0fe73073e\"], \"total_duration\": 62138.0, \"total_sessions\": 11, \"mean_week_duration\": 361.267}}]\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[{\"53676\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-04-09 14:32:08.000000+00:00\", \"2021-09-28 07:43:58.000000+00:00\", \"2020-09-13 22:15:20.000000+00:00\", \"2020-10-13 11:34:08.000000+00:00\", \"2023-05-29 01:35:36.000000+00:00\", \"2021-10-11 11:50:35.000000+00:00\", \"2021-06-29 00:05:56.000000+00:00\", \"2020-02-15 22:49:33.000000+00:00\", \"2021-10-14 16:49:59.000000+00:00\", \"2021-03-29 21:41:49.000000+00:00\", \"2021-06-04 01:06:26.000000+00:00\"], \"session_ids\": [\"3d067c8c-7f2a-4cbd-8913-4e583ad96604\", \"cbcf5756-65fe-4457-b927-3e08f9fd7ebe\", \"3f1b8d74-50f8-4ae6-a745-4edbf47f0874\", \"3595c638-f254-492e-8d1f-36937cfae50c\", \"c9e810c2-f6c4-4ed4-99ad-7087d7c292cb\", \"1579ec07-8ec7-44eb-9d1a-9c5474a79b1b\", \"76eeb9e9-3f16-453b-95df-2f14b6d753fd\", \"a9a8f853-aa39-4291-8ee3-f9220a2a6afb\", \"ac10a008-edad-464d-b76c-9af3a970ee30\", \"e5d28dcd-451c-40e6-b687-466150a2eff0\", \"6114bad4-1a51-40d4-b89c-faa0fe73073e\"], \"total_duration\": 62138.0, \"total_sessions\": 11, \"mean_week_duration\": 361.267}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about user with a app usage time that is higher than 2959 and lower than 1548, exclusively 1548 and 2959 , implement sorting by median of duration of sessions per week from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"4112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-03-27 00:38:44.000000+00:00\", \"2020-09-27 01:38:21.000000+00:00\"], \"session_ids\": [\"eef39dcb-1ef4-4bb7-9b0f-83fc3ed7dc38\", \"824b460d-350e-4292-87e6-7b97b4479cc0\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.333}, \"34878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-09-08 02:56:58.000000+00:00\", \"2021-03-03 21:05:51.000000+00:00\", \"2020-09-14 02:25:21.000000+00:00\"], \"session_ids\": [\"5ff6a9e1-29e9-49a4-952a-0e6a3d4318a0\", \"cb16ee07-7915-4ca4-ae0d-2e9693f18a84\", \"e483cc75-62c6-4d47-82d9-1ed29698199e\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 1.462}, \"94407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-31 22:22:19.000000+00:00\", \"2022-12-17 11:13:13.000000+00:00\", \"2019-05-12 10:30:51.000000+00:00\", \"2020-08-29 11:10:17.000000+00:00\", \"2020-07-25 08:19:21.000000+00:00\", \"2021-04-28 21:24:12.000000+00:00\", \"2023-06-30 11:55:39.000000+00:00\", \"2022-05-25 07:35:45.000000+00:00\", \"2021-09-04 09:34:46.000000+00:00\", \"2020-12-18 04:09:01.000000+00:00\", \"2020-06-12 13:32:58.000000+00:00\"], \"session_ids\": [\"adf78510-1162-49ba-9bf7-d47606e3aa84\", \"8efb719e-000c-4c6f-bc14-ab4a78496523\", \"cb3fcc87-752b-4f48-a052-8369a7b34ea1\", \"b7376bcb-8a46-4d04-8ee7-914bb81b7736\", \"e1c5ac60-7dc5-4589-8223-8cd840929539\", \"3c6b16c5-1797-4489-822c-89adc060de32\", \"043d1105-0bd2-44b1-a977-4ecb5366080e\", \"27c975f9-f4d6-450d-bee0-7d8a928aaff0\", \"d80a6193-b5ac-4cbf-a940-4f3c2e249e17\", \"bb00e8c1-d8ed-4f27-9e5f-20913a2ac5ed\", \"10fc797a-1a9e-45f6-a758-637dc06db9d6\"], \"total_duration\": 42500.0, \"total_sessions\": 11, \"mean_week_duration\": 196.759}, \"18731\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-09-19 03:08:35.000000+00:00\", \"2019-05-30 01:39:09.000000+00:00\", \"2019-11-25 21:00:33.000000+00:00\", \"2022-01-28 15:38:24.000000+00:00\", \"2023-01-05 20:33:32.000000+00:00\", \"2020-01-30 16:53:32.000000+00:00\"], \"session_ids\": [\"50f0ba27-da1c-46d7-8ba1-22fa28ac4219\", \"c5c26622-708d-4c4c-8b12-6963b20332ba\", \"c5f1f95a-ddbf-46f8-be36-08fe5c128f35\", \"2ef6f033-3d3d-40ce-8319-67382cd8c44d\", \"08b38d12-96c0-4d13-8c39-4633a9096678\", \"e910baa6-dce7-48a4-a757-3eb0ade4ec6a\"], \"total_duration\": 1058.0, \"total_sessions\": 6, \"mean_week_duration\": 5.628}, \"78240\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-06-15 01:35:09.000000+00:00\", \"2022-03-13 14:12:21.000000+00:00\", \"2019-10-05 16:41:09.000000+00:00\", \"2022-08-31 09:46:59.000000+00:00\"], \"session_ids\": [\"9024a213-14d6-48da-825f-710e513b9173\", \"c407cb16-751d-4b2b-ad8f-d16f50bd17c9\", \"b3ed5001-f88a-46ab-bb2d-31c943bc9e39\", \"f7be995a-64ca-46e8-b185-0b9f0b379730\"], \"total_duration\": 342.0, \"total_sessions\": 4, \"mean_week_duration\": 1.772}, \"50785\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-07-23 07:08:15.000000+00:00\", \"2021-02-11 06:45:35.000000+00:00\", \"2019-07-07 01:35:17.000000+00:00\", \"2019-08-26 21:06:08.000000+00:00\"], \"session_ids\": [\"31b0c0d1-f4fb-43e0-a3e1-f9b6aa6c9f6d\", \"8eeb4290-346c-4d12-8860-25fd77e10cad\", \"9c047739-a560-4f43-917c-2adf5b8301c2\", \"8d218ef5-25ec-4984-8b69-caaab1ad0702\"], \"total_duration\": 195.0, \"total_sessions\": 4, \"mean_week_duration\": 1.822}, \"26837\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-12 03:33:51.000000+00:00\", \"2020-08-28 18:51:14.000000+00:00\", \"2020-11-10 05:30:34.000000+00:00\"], \"session_ids\": [\"83526d1a-c00b-48aa-9107-d9ebcae0b59a\", \"a7a5ce75-2d7d-4a6b-9e26-3abe3967f742\", \"71798ddb-ff04-498e-953d-b9e197dfcc69\"], \"total_duration\": 409.0, \"total_sessions\": 3, \"mean_week_duration\": 27.267}, \"57493\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-01-08 12:02:51.000000+00:00\", \"2020-04-08 08:15:33.000000+00:00\"], \"session_ids\": [\"ef43899f-d829-4739-ab55-73d9324db988\", \"0ba0856d-6e93-4203-887c-3efbc4c19e9f\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 4.092}, \"46856\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-08 23:37:32.000000+00:00\", \"2023-05-24 16:19:59.000000+00:00\", \"2022-02-26 21:28:20.000000+00:00\"], \"session_ids\": [\"8daf2d3d-7545-4063-a6e3-0c0aeae59f4d\", \"984b00b0-6e94-4948-9a30-ccea0b4a6c35\", \"af36cbc9-1cf5-477a-aea8-2a37c7960e2f\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.176}, \"41325\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-15 14:55:35.000000+00:00\", \"2020-09-17 12:50:42.000000+00:00\", \"2022-11-19 04:43:38.000000+00:00\"], \"session_ids\": [\"41228cd9-eb92-4428-a7bb-7de9e0850a20\", \"8b7a163c-b785-4134-b129-b1ec2bbc0d19\", \"ad53835a-bbbc-47fe-933a-fc2ed152af95\"], \"total_duration\": 1056.0, \"total_sessions\": 3, \"mean_week_duration\": 5.254}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are less than 1548 and are greater than 2959"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[1548, 2959]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"4112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-03-27 00:38:44.000000+00:00\", \"2020-09-27 01:38:21.000000+00:00\"], \"session_ids\": [\"eef39dcb-1ef4-4bb7-9b0f-83fc3ed7dc38\", \"824b460d-350e-4292-87e6-7b97b4479cc0\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.333}, \"34878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-09-08 02:56:58.000000+00:00\", \"2021-03-03 21:05:51.000000+00:00\", \"2020-09-14 02:25:21.000000+00:00\"], \"session_ids\": [\"5ff6a9e1-29e9-49a4-952a-0e6a3d4318a0\", \"cb16ee07-7915-4ca4-ae0d-2e9693f18a84\", \"e483cc75-62c6-4d47-82d9-1ed29698199e\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 1.462}, \"18731\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-09-19 03:08:35.000000+00:00\", \"2019-05-30 01:39:09.000000+00:00\", \"2019-11-25 21:00:33.000000+00:00\", \"2022-01-28 15:38:24.000000+00:00\", \"2023-01-05 20:33:32.000000+00:00\", \"2020-01-30 16:53:32.000000+00:00\"], \"session_ids\": [\"50f0ba27-da1c-46d7-8ba1-22fa28ac4219\", \"c5c26622-708d-4c4c-8b12-6963b20332ba\", \"c5f1f95a-ddbf-46f8-be36-08fe5c128f35\", \"2ef6f033-3d3d-40ce-8319-67382cd8c44d\", \"08b38d12-96c0-4d13-8c39-4633a9096678\", \"e910baa6-dce7-48a4-a757-3eb0ade4ec6a\"], \"total_duration\": 1058.0, \"total_sessions\": 6, \"mean_week_duration\": 5.628}, \"78240\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-06-15 01:35:09.000000+00:00\", \"2022-03-13 14:12:21.000000+00:00\", \"2019-10-05 16:41:09.000000+00:00\", \"2022-08-31 09:46:59.000000+00:00\"], \"session_ids\": [\"9024a213-14d6-48da-825f-710e513b9173\", \"c407cb16-751d-4b2b-ad8f-d16f50bd17c9\", \"b3ed5001-f88a-46ab-bb2d-31c943bc9e39\", \"f7be995a-64ca-46e8-b185-0b9f0b379730\"], \"total_duration\": 342.0, \"total_sessions\": 4, \"mean_week_duration\": 1.772}, \"50785\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-07-23 07:08:15.000000+00:00\", \"2021-02-11 06:45:35.000000+00:00\", \"2019-07-07 01:35:17.000000+00:00\", \"2019-08-26 21:06:08.000000+00:00\"], \"session_ids\": [\"31b0c0d1-f4fb-43e0-a3e1-f9b6aa6c9f6d\", \"8eeb4290-346c-4d12-8860-25fd77e10cad\", \"9c047739-a560-4f43-917c-2adf5b8301c2\", \"8d218ef5-25ec-4984-8b69-caaab1ad0702\"], \"total_duration\": 195.0, \"total_sessions\": 4, \"mean_week_duration\": 1.822}, \"26837\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-12 03:33:51.000000+00:00\", \"2020-08-28 18:51:14.000000+00:00\", \"2020-11-10 05:30:34.000000+00:00\"], \"session_ids\": [\"83526d1a-c00b-48aa-9107-d9ebcae0b59a\", \"a7a5ce75-2d7d-4a6b-9e26-3abe3967f742\", \"71798ddb-ff04-498e-953d-b9e197dfcc69\"], \"total_duration\": 409.0, \"total_sessions\": 3, \"mean_week_duration\": 27.267}, \"57493\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-01-08 12:02:51.000000+00:00\", \"2020-04-08 08:15:33.000000+00:00\"], \"session_ids\": [\"ef43899f-d829-4739-ab55-73d9324db988\", \"0ba0856d-6e93-4203-887c-3efbc4c19e9f\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 4.092}, \"46856\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-08 23:37:32.000000+00:00\", \"2023-05-24 16:19:59.000000+00:00\", \"2022-02-26 21:28:20.000000+00:00\"], \"session_ids\": [\"8daf2d3d-7545-4063-a6e3-0c0aeae59f4d\", \"984b00b0-6e94-4948-9a30-ccea0b4a6c35\", \"af36cbc9-1cf5-477a-aea8-2a37c7960e2f\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.176}, \"41325\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-15 14:55:35.000000+00:00\", \"2020-09-17 12:50:42.000000+00:00\", \"2022-11-19 04:43:38.000000+00:00\"], \"session_ids\": [\"41228cd9-eb92-4428-a7bb-7de9e0850a20\", \"8b7a163c-b785-4134-b129-b1ec2bbc0d19\", \"ad53835a-bbbc-47fe-933a-fc2ed152af95\"], \"total_duration\": 1056.0, \"total_sessions\": 3, \"mean_week_duration\": 5.254}, \"94407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-31 22:22:19.000000+00:00\", \"2022-12-17 11:13:13.000000+00:00\", \"2019-05-12 10:30:51.000000+00:00\", \"2020-08-29 11:10:17.000000+00:00\", \"2020-07-25 08:19:21.000000+00:00\", \"2021-04-28 21:24:12.000000+00:00\", \"2023-06-30 11:55:39.000000+00:00\", \"2022-05-25 07:35:45.000000+00:00\", \"2021-09-04 09:34:46.000000+00:00\", \"2020-12-18 04:09:01.000000+00:00\", \"2020-06-12 13:32:58.000000+00:00\"], \"session_ids\": [\"adf78510-1162-49ba-9bf7-d47606e3aa84\", \"8efb719e-000c-4c6f-bc14-ab4a78496523\", \"cb3fcc87-752b-4f48-a052-8369a7b34ea1\", \"b7376bcb-8a46-4d04-8ee7-914bb81b7736\", \"e1c5ac60-7dc5-4589-8223-8cd840929539\", \"3c6b16c5-1797-4489-822c-89adc060de32\", \"043d1105-0bd2-44b1-a977-4ecb5366080e\", \"27c975f9-f4d6-450d-bee0-7d8a928aaff0\", \"d80a6193-b5ac-4cbf-a940-4f3c2e249e17\", \"bb00e8c1-d8ed-4f27-9e5f-20913a2ac5ed\", \"10fc797a-1a9e-45f6-a758-637dc06db9d6\"], \"total_duration\": 42500.0, \"total_sessions\": 11, \"mean_week_duration\": 196.759}}\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[{\"94407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-31 22:22:19.000000+00:00\", \"2022-12-17 11:13:13.000000+00:00\", \"2019-05-12 10:30:51.000000+00:00\", \"2020-08-29 11:10:17.000000+00:00\", \"2020-07-25 08:19:21.000000+00:00\", \"2021-04-28 21:24:12.000000+00:00\", \"2023-06-30 11:55:39.000000+00:00\", \"2022-05-25 07:35:45.000000+00:00\", \"2021-09-04 09:34:46.000000+00:00\", \"2020-12-18 04:09:01.000000+00:00\", \"2020-06-12 13:32:58.000000+00:00\"], \"session_ids\": [\"adf78510-1162-49ba-9bf7-d47606e3aa84\", \"8efb719e-000c-4c6f-bc14-ab4a78496523\", \"cb3fcc87-752b-4f48-a052-8369a7b34ea1\", \"b7376bcb-8a46-4d04-8ee7-914bb81b7736\", \"e1c5ac60-7dc5-4589-8223-8cd840929539\", \"3c6b16c5-1797-4489-822c-89adc060de32\", \"043d1105-0bd2-44b1-a977-4ecb5366080e\", \"27c975f9-f4d6-450d-bee0-7d8a928aaff0\", \"d80a6193-b5ac-4cbf-a940-4f3c2e249e17\", \"bb00e8c1-d8ed-4f27-9e5f-20913a2ac5ed\", \"10fc797a-1a9e-45f6-a758-637dc06db9d6\"], \"total_duration\": 42500.0, \"total_sessions\": 11, \"mean_week_duration\": 196.759}}, {\"26837\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-12 03:33:51.000000+00:00\", \"2020-08-28 18:51:14.000000+00:00\", \"2020-11-10 05:30:34.000000+00:00\"], \"session_ids\": [\"83526d1a-c00b-48aa-9107-d9ebcae0b59a\", \"a7a5ce75-2d7d-4a6b-9e26-3abe3967f742\", \"71798ddb-ff04-498e-953d-b9e197dfcc69\"], \"total_duration\": 409.0, \"total_sessions\": 3, \"mean_week_duration\": 27.267}}, {\"18731\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-09-19 03:08:35.000000+00:00\", \"2019-05-30 01:39:09.000000+00:00\", \"2019-11-25 21:00:33.000000+00:00\", \"2022-01-28 15:38:24.000000+00:00\", \"2023-01-05 20:33:32.000000+00:00\", \"2020-01-30 16:53:32.000000+00:00\"], \"session_ids\": [\"50f0ba27-da1c-46d7-8ba1-22fa28ac4219\", \"c5c26622-708d-4c4c-8b12-6963b20332ba\", \"c5f1f95a-ddbf-46f8-be36-08fe5c128f35\", \"2ef6f033-3d3d-40ce-8319-67382cd8c44d\", \"08b38d12-96c0-4d13-8c39-4633a9096678\", \"e910baa6-dce7-48a4-a757-3eb0ade4ec6a\"], \"total_duration\": 1058.0, \"total_sessions\": 6, \"mean_week_duration\": 5.628}}, {\"41325\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-01-15 14:55:35.000000+00:00\", \"2020-09-17 12:50:42.000000+00:00\", \"2022-11-19 04:43:38.000000+00:00\"], \"session_ids\": [\"41228cd9-eb92-4428-a7bb-7de9e0850a20\", \"8b7a163c-b785-4134-b129-b1ec2bbc0d19\", \"ad53835a-bbbc-47fe-933a-fc2ed152af95\"], \"total_duration\": 1056.0, \"total_sessions\": 3, \"mean_week_duration\": 5.254}}, {\"57493\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-01-08 12:02:51.000000+00:00\", \"2020-04-08 08:15:33.000000+00:00\"], \"session_ids\": [\"ef43899f-d829-4739-ab55-73d9324db988\", \"0ba0856d-6e93-4203-887c-3efbc4c19e9f\"], \"total_duration\": 266.0, \"total_sessions\": 2, \"mean_week_duration\": 4.092}}, {\"50785\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-07-23 07:08:15.000000+00:00\", \"2021-02-11 06:45:35.000000+00:00\", \"2019-07-07 01:35:17.000000+00:00\", \"2019-08-26 21:06:08.000000+00:00\"], \"session_ids\": [\"31b0c0d1-f4fb-43e0-a3e1-f9b6aa6c9f6d\", \"8eeb4290-346c-4d12-8860-25fd77e10cad\", \"9c047739-a560-4f43-917c-2adf5b8301c2\", \"8d218ef5-25ec-4984-8b69-caaab1ad0702\"], \"total_duration\": 195.0, \"total_sessions\": 4, \"mean_week_duration\": 1.822}}, {\"78240\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-06-15 01:35:09.000000+00:00\", \"2022-03-13 14:12:21.000000+00:00\", \"2019-10-05 16:41:09.000000+00:00\", \"2022-08-31 09:46:59.000000+00:00\"], \"session_ids\": [\"9024a213-14d6-48da-825f-710e513b9173\", \"c407cb16-751d-4b2b-ad8f-d16f50bd17c9\", \"b3ed5001-f88a-46ab-bb2d-31c943bc9e39\", \"f7be995a-64ca-46e8-b185-0b9f0b379730\"], \"total_duration\": 342.0, \"total_sessions\": 4, \"mean_week_duration\": 1.772}}, {\"34878\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-09-08 02:56:58.000000+00:00\", \"2021-03-03 21:05:51.000000+00:00\", \"2020-09-14 02:25:21.000000+00:00\"], \"session_ids\": [\"5ff6a9e1-29e9-49a4-952a-0e6a3d4318a0\", \"cb16ee07-7915-4ca4-ae0d-2e9693f18a84\", \"e483cc75-62c6-4d47-82d9-1ed29698199e\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 1.462}}, {\"4112\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-03-27 00:38:44.000000+00:00\", \"2020-09-27 01:38:21.000000+00:00\"], \"session_ids\": [\"eef39dcb-1ef4-4bb7-9b0f-83fc3ed7dc38\", \"824b460d-350e-4292-87e6-7b97b4479cc0\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.333}}, {\"46856\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-01-08 23:37:32.000000+00:00\", \"2023-05-24 16:19:59.000000+00:00\", \"2022-02-26 21:28:20.000000+00:00\"], \"session_ids\": [\"8daf2d3d-7545-4063-a6e3-0c0aeae59f4d\", \"984b00b0-6e94-4948-9a30-ccea0b4a6c35\", \"af36cbc9-1cf5-477a-aea8-2a37c7960e2f\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.176}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-31 22:22:19.000000+00:00\", \"2022-12-17 11:13:13.000000+00:00\", \"2019-05-12 10:30:51.000000+00:00\", \"2020-08-29 11:10:17.000000+00:00\", \"2020-07-25 08:19:21.000000+00:00\", \"2021-04-28 21:24:12.000000+00:00\", \"2023-06-30 11:55:39.000000+00:00\", \"2022-05-25 07:35:45.000000+00:00\", \"2021-09-04 09:34:46.000000+00:00\", \"2020-12-18 04:09:01.000000+00:00\", \"2020-06-12 13:32:58.000000+00:00\"], \"session_ids\": [\"adf78510-1162-49ba-9bf7-d47606e3aa84\", \"8efb719e-000c-4c6f-bc14-ab4a78496523\", \"cb3fcc87-752b-4f48-a052-8369a7b34ea1\", \"b7376bcb-8a46-4d04-8ee7-914bb81b7736\", \"e1c5ac60-7dc5-4589-8223-8cd840929539\", \"3c6b16c5-1797-4489-822c-89adc060de32\", \"043d1105-0bd2-44b1-a977-4ecb5366080e\", \"27c975f9-f4d6-450d-bee0-7d8a928aaff0\", \"d80a6193-b5ac-4cbf-a940-4f3c2e249e17\", \"bb00e8c1-d8ed-4f27-9e5f-20913a2ac5ed\", \"10fc797a-1a9e-45f6-a758-637dc06db9d6\"], \"total_duration\": 42500.0, \"total_sessions\": 11, \"mean_week_duration\": 196.759}}]\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[{\"94407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-07-31 22:22:19.000000+00:00\", \"2022-12-17 11:13:13.000000+00:00\", \"2019-05-12 10:30:51.000000+00:00\", \"2020-08-29 11:10:17.000000+00:00\", \"2020-07-25 08:19:21.000000+00:00\", \"2021-04-28 21:24:12.000000+00:00\", \"2023-06-30 11:55:39.000000+00:00\", \"2022-05-25 07:35:45.000000+00:00\", \"2021-09-04 09:34:46.000000+00:00\", \"2020-12-18 04:09:01.000000+00:00\", \"2020-06-12 13:32:58.000000+00:00\"], \"session_ids\": [\"adf78510-1162-49ba-9bf7-d47606e3aa84\", \"8efb719e-000c-4c6f-bc14-ab4a78496523\", \"cb3fcc87-752b-4f48-a052-8369a7b34ea1\", \"b7376bcb-8a46-4d04-8ee7-914bb81b7736\", \"e1c5ac60-7dc5-4589-8223-8cd840929539\", \"3c6b16c5-1797-4489-822c-89adc060de32\", \"043d1105-0bd2-44b1-a977-4ecb5366080e\", \"27c975f9-f4d6-450d-bee0-7d8a928aaff0\", \"d80a6193-b5ac-4cbf-a940-4f3c2e249e17\", \"bb00e8c1-d8ed-4f27-9e5f-20913a2ac5ed\", \"10fc797a-1a9e-45f6-a758-637dc06db9d6\"], \"total_duration\": 42500.0, \"total_sessions\": 11, \"mean_week_duration\": 196.759}}]\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 whose app usage time is strictly less than 2025 and greater than 3119 in addition sort by sessions total form the highest to the lowest."
}
] |
[
{
"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{\"93659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-02-04 23:56:30.000000+00:00\", \"2023-06-05 21:20:54.000000+00:00\"], \"session_ids\": [\"29553cfd-0ac6-4baa-a2b5-476576d947dd\", \"2db13117-5b00-496d-9232-a97d933c77ee\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 4.929}, \"9510\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-03 04:21:03.000000+00:00\", \"2020-05-22 20:00:40.000000+00:00\"], \"session_ids\": [\"c01e8893-40a0-4907-93bb-39bf4f18fd33\", \"467bb7f2-27cc-4ce1-a2f9-67697ecb2071\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 2.155}, \"39377\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-19 22:04:53.000000+00:00\", \"2021-12-28 10:30:57.000000+00:00\"], \"session_ids\": [\"0f24e308-f0af-436a-80ff-494cd55f7762\", \"1860f0b4-d476-46be-b042-0e44442eb17c\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 5.132}, \"83028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-01 11:54:45.000000+00:00\", \"2021-11-18 23:05:42.000000+00:00\"], \"session_ids\": [\"d1a373ee-824a-459f-ae8a-6667ae62e15d\", \"a58b3c4e-cf75-4afe-8faf-c6dd5e5fd8f1\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 1.709}, \"2845\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-06 12:36:20.000000+00:00\", \"2021-02-26 01:46:03.000000+00:00\"], \"session_ids\": [\"a076460c-a174-4793-a6ed-d1011c27fa87\", \"70a1bbad-01c5-46f4-a5bb-5edbcbf1125a\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 3.986}, \"52522\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-09-03 03:12:45.000000+00:00\", \"2022-01-30 07:00:42.000000+00:00\"], \"session_ids\": [\"10a8b176-88fe-4e84-ad5d-cfac323871b1\", \"34ada97f-8c64-48c6-a200-38bd49cc829f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.23}, \"55198\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-27 05:01:39.000000+00:00\", \"2022-10-24 15:07:07.000000+00:00\"], \"session_ids\": [\"9dfa4348-07f0-48de-a0a2-fa8d324c1a4c\", \"b0a6a084-0ede-4a8e-82cf-5f4574a22aae\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 1.778}, \"73954\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-24 04:39:03.000000+00:00\", \"2019-06-22 23:32:37.000000+00:00\"], \"session_ids\": [\"86f7ccdf-4064-4ca4-b616-97262582cf38\", \"bfdb4fa4-20a3-4dbf-8f24-129a97d1375a\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 3.07}, \"88039\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-29 09:49:34.000000+00:00\", \"2021-08-10 12:38:33.000000+00:00\"], \"session_ids\": [\"7a7acf32-31b7-44cb-baf1-534e99d97b18\", \"967a78d6-d549-4f91-ac83-4120de84d678\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 10.12}, \"89110\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-13 07:11:46.000000+00:00\", \"2021-04-12 00:03:48.000000+00:00\"], \"session_ids\": [\"8b3d797d-5e77-442f-8b61-a9ceb7a9f04a\", \"a598eb39-d0a4-45d2-8dcc-49e8bfc70016\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 11.857}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 2025 and are equal or greater than 3119"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[2025, 3119]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"93659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-02-04 23:56:30.000000+00:00\", \"2023-06-05 21:20:54.000000+00:00\"], \"session_ids\": [\"29553cfd-0ac6-4baa-a2b5-476576d947dd\", \"2db13117-5b00-496d-9232-a97d933c77ee\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 4.929}, \"9510\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-03 04:21:03.000000+00:00\", \"2020-05-22 20:00:40.000000+00:00\"], \"session_ids\": [\"c01e8893-40a0-4907-93bb-39bf4f18fd33\", \"467bb7f2-27cc-4ce1-a2f9-67697ecb2071\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 2.155}, \"39377\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-19 22:04:53.000000+00:00\", \"2021-12-28 10:30:57.000000+00:00\"], \"session_ids\": [\"0f24e308-f0af-436a-80ff-494cd55f7762\", \"1860f0b4-d476-46be-b042-0e44442eb17c\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 5.132}, \"83028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-01 11:54:45.000000+00:00\", \"2021-11-18 23:05:42.000000+00:00\"], \"session_ids\": [\"d1a373ee-824a-459f-ae8a-6667ae62e15d\", \"a58b3c4e-cf75-4afe-8faf-c6dd5e5fd8f1\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 1.709}, \"2845\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-06 12:36:20.000000+00:00\", \"2021-02-26 01:46:03.000000+00:00\"], \"session_ids\": [\"a076460c-a174-4793-a6ed-d1011c27fa87\", \"70a1bbad-01c5-46f4-a5bb-5edbcbf1125a\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 3.986}, \"52522\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-09-03 03:12:45.000000+00:00\", \"2022-01-30 07:00:42.000000+00:00\"], \"session_ids\": [\"10a8b176-88fe-4e84-ad5d-cfac323871b1\", \"34ada97f-8c64-48c6-a200-38bd49cc829f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.23}, \"55198\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-27 05:01:39.000000+00:00\", \"2022-10-24 15:07:07.000000+00:00\"], \"session_ids\": [\"9dfa4348-07f0-48de-a0a2-fa8d324c1a4c\", \"b0a6a084-0ede-4a8e-82cf-5f4574a22aae\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 1.778}, \"73954\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-24 04:39:03.000000+00:00\", \"2019-06-22 23:32:37.000000+00:00\"], \"session_ids\": [\"86f7ccdf-4064-4ca4-b616-97262582cf38\", \"bfdb4fa4-20a3-4dbf-8f24-129a97d1375a\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 3.07}, \"88039\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-29 09:49:34.000000+00:00\", \"2021-08-10 12:38:33.000000+00:00\"], \"session_ids\": [\"7a7acf32-31b7-44cb-baf1-534e99d97b18\", \"967a78d6-d549-4f91-ac83-4120de84d678\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 10.12}, \"89110\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-13 07:11:46.000000+00:00\", \"2021-04-12 00:03:48.000000+00:00\"], \"session_ids\": [\"8b3d797d-5e77-442f-8b61-a9ceb7a9f04a\", \"a598eb39-d0a4-45d2-8dcc-49e8bfc70016\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 11.857}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"93659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-02-04 23:56:30.000000+00:00\", \"2023-06-05 21:20:54.000000+00:00\"], \"session_ids\": [\"29553cfd-0ac6-4baa-a2b5-476576d947dd\", \"2db13117-5b00-496d-9232-a97d933c77ee\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 4.929}}, {\"9510\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-03 04:21:03.000000+00:00\", \"2020-05-22 20:00:40.000000+00:00\"], \"session_ids\": [\"c01e8893-40a0-4907-93bb-39bf4f18fd33\", \"467bb7f2-27cc-4ce1-a2f9-67697ecb2071\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 2.155}}, {\"39377\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-19 22:04:53.000000+00:00\", \"2021-12-28 10:30:57.000000+00:00\"], \"session_ids\": [\"0f24e308-f0af-436a-80ff-494cd55f7762\", \"1860f0b4-d476-46be-b042-0e44442eb17c\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 5.132}}, {\"83028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-01 11:54:45.000000+00:00\", \"2021-11-18 23:05:42.000000+00:00\"], \"session_ids\": [\"d1a373ee-824a-459f-ae8a-6667ae62e15d\", \"a58b3c4e-cf75-4afe-8faf-c6dd5e5fd8f1\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 1.709}}, {\"2845\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-06 12:36:20.000000+00:00\", \"2021-02-26 01:46:03.000000+00:00\"], \"session_ids\": [\"a076460c-a174-4793-a6ed-d1011c27fa87\", \"70a1bbad-01c5-46f4-a5bb-5edbcbf1125a\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 3.986}}, {\"52522\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-09-03 03:12:45.000000+00:00\", \"2022-01-30 07:00:42.000000+00:00\"], \"session_ids\": [\"10a8b176-88fe-4e84-ad5d-cfac323871b1\", \"34ada97f-8c64-48c6-a200-38bd49cc829f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.23}}, {\"55198\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-27 05:01:39.000000+00:00\", \"2022-10-24 15:07:07.000000+00:00\"], \"session_ids\": [\"9dfa4348-07f0-48de-a0a2-fa8d324c1a4c\", \"b0a6a084-0ede-4a8e-82cf-5f4574a22aae\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 1.778}}, {\"73954\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-24 04:39:03.000000+00:00\", \"2019-06-22 23:32:37.000000+00:00\"], \"session_ids\": [\"86f7ccdf-4064-4ca4-b616-97262582cf38\", \"bfdb4fa4-20a3-4dbf-8f24-129a97d1375a\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 3.07}}, {\"88039\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-29 09:49:34.000000+00:00\", \"2021-08-10 12:38:33.000000+00:00\"], \"session_ids\": [\"7a7acf32-31b7-44cb-baf1-534e99d97b18\", \"967a78d6-d549-4f91-ac83-4120de84d678\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 10.12}}, {\"89110\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-13 07:11:46.000000+00:00\", \"2021-04-12 00:03:48.000000+00:00\"], \"session_ids\": [\"8b3d797d-5e77-442f-8b61-a9ceb7a9f04a\", \"a598eb39-d0a4-45d2-8dcc-49e8bfc70016\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 11.857}}]\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[{\"93659\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-02-04 23:56:30.000000+00:00\", \"2023-06-05 21:20:54.000000+00:00\"], \"session_ids\": [\"29553cfd-0ac6-4baa-a2b5-476576d947dd\", \"2db13117-5b00-496d-9232-a97d933c77ee\"], \"total_duration\": 345.0, \"total_sessions\": 2, \"mean_week_duration\": 4.929}}, {\"9510\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-07-03 04:21:03.000000+00:00\", \"2020-05-22 20:00:40.000000+00:00\"], \"session_ids\": [\"c01e8893-40a0-4907-93bb-39bf4f18fd33\", \"467bb7f2-27cc-4ce1-a2f9-67697ecb2071\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 2.155}}, {\"39377\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-09-19 22:04:53.000000+00:00\", \"2021-12-28 10:30:57.000000+00:00\"], \"session_ids\": [\"0f24e308-f0af-436a-80ff-494cd55f7762\", \"1860f0b4-d476-46be-b042-0e44442eb17c\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 5.132}}, {\"83028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-01 11:54:45.000000+00:00\", \"2021-11-18 23:05:42.000000+00:00\"], \"session_ids\": [\"d1a373ee-824a-459f-ae8a-6667ae62e15d\", \"a58b3c4e-cf75-4afe-8faf-c6dd5e5fd8f1\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 1.709}}, {\"2845\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-11-06 12:36:20.000000+00:00\", \"2021-02-26 01:46:03.000000+00:00\"], \"session_ids\": [\"a076460c-a174-4793-a6ed-d1011c27fa87\", \"70a1bbad-01c5-46f4-a5bb-5edbcbf1125a\"], \"total_duration\": 275.0, \"total_sessions\": 2, \"mean_week_duration\": 3.986}}, {\"52522\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-09-03 03:12:45.000000+00:00\", \"2022-01-30 07:00:42.000000+00:00\"], \"session_ids\": [\"10a8b176-88fe-4e84-ad5d-cfac323871b1\", \"34ada97f-8c64-48c6-a200-38bd49cc829f\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.23}}, {\"55198\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-02-27 05:01:39.000000+00:00\", \"2022-10-24 15:07:07.000000+00:00\"], \"session_ids\": [\"9dfa4348-07f0-48de-a0a2-fa8d324c1a4c\", \"b0a6a084-0ede-4a8e-82cf-5f4574a22aae\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 1.778}}, {\"73954\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-24 04:39:03.000000+00:00\", \"2019-06-22 23:32:37.000000+00:00\"], \"session_ids\": [\"86f7ccdf-4064-4ca4-b616-97262582cf38\", \"bfdb4fa4-20a3-4dbf-8f24-129a97d1375a\"], \"total_duration\": 350.0, \"total_sessions\": 2, \"mean_week_duration\": 3.07}}, {\"88039\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-29 09:49:34.000000+00:00\", \"2021-08-10 12:38:33.000000+00:00\"], \"session_ids\": [\"7a7acf32-31b7-44cb-baf1-534e99d97b18\", \"967a78d6-d549-4f91-ac83-4120de84d678\"], \"total_duration\": 253.0, \"total_sessions\": 2, \"mean_week_duration\": 10.12}}, {\"89110\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-07-13 07:11:46.000000+00:00\", \"2021-04-12 00:03:48.000000+00:00\"], \"session_ids\": [\"8b3d797d-5e77-442f-8b61-a9ceb7a9f04a\", \"a598eb39-d0a4-45d2-8dcc-49e8bfc70016\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 11.857}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me users with a time using the app per week that is higher than 5, inclusive num 5 + perform sorting by name of the city form the highest to the lowest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"96667\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-06-24 05:10:03.000000+00:00\", \"2020-02-02 14:13:22.000000+00:00\"], \"session_ids\": [\"656cadf0-a432-49b9-ba6e-443a5045538b\", \"2a27558e-50f6-4175-985a-0d55d13712bb\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 4.945}, \"72762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-06-30 16:29:09.000000+00:00\", \"2021-04-26 11:20:26.000000+00:00\"], \"session_ids\": [\"db6010ab-d2fe-4801-ac5c-8a009d97e295\", \"feb91879-f3c6-4051-be8b-b25c9138e031\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 7.065}, \"46154\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-06 00:41:27.000000+00:00\", \"2021-05-24 09:34:12.000000+00:00\"], \"session_ids\": [\"3e7cd157-edbd-4f11-8e65-6552416e5643\", \"c7bb217f-7c53-421e-aa69-01c5dd011684\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 6.0}, \"36976\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-10 17:24:04.000000+00:00\", \"2020-08-17 00:24:56.000000+00:00\", \"2022-06-02 09:11:01.000000+00:00\", \"2022-11-25 14:11:14.000000+00:00\", \"2022-02-12 22:24:31.000000+00:00\", \"2020-11-03 11:02:24.000000+00:00\"], \"session_ids\": [\"46c473a9-bde3-40c3-800b-1bf82c2492bf\", \"7e279aae-6154-4b67-9a0c-1f1092a4f4f9\", \"1753ab84-ab3f-431c-9d04-fc8025ac169d\", \"dfcd35fc-14a7-4a2f-9574-3a314618de52\", \"1f2969ca-75cc-4e9d-89c8-14231fd02e91\", \"3c8f0148-1a59-41bd-b557-f5943f393848\"], \"total_duration\": 3666.0, \"total_sessions\": 6, \"mean_week_duration\": 30.807}, \"29720\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-07-27 20:26:35.000000+00:00\", \"2019-06-29 01:37:38.000000+00:00\", \"2020-06-05 22:39:01.000000+00:00\", \"2019-10-22 10:20:35.000000+00:00\"], \"session_ids\": [\"5039055e-ec76-40a5-badf-76a63b558638\", \"aee807ae-d839-49e7-bd23-61fe8002622b\", \"18f9ffa7-9dad-4b3c-84a2-37664d2c671b\", \"cfd1bc59-1f6a-46dc-872d-9736e46173ce\"], \"total_duration\": 622.0, \"total_sessions\": 4, \"mean_week_duration\": 3.863}, \"39606\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-28 14:37:05.000000+00:00\", \"2023-02-28 06:03:48.000000+00:00\", \"2023-05-16 22:01:12.000000+00:00\", \"2022-02-06 21:10:40.000000+00:00\", \"2023-01-23 00:34:06.000000+00:00\"], \"session_ids\": [\"4a3d3de7-30c5-4d66-ad85-81a1373d4538\", \"a89c41e2-a23b-449f-9ed1-02e6d1379d73\", \"a03f2da6-67b2-4174-b9a4-57a2b6fb8169\", \"7abb57ad-4d63-47a0-9171-393cca4a96e3\", \"334c581c-6f71-41c0-ac3e-9bd1adc1e2be\"], \"total_duration\": 81.0, \"total_sessions\": 5, \"mean_week_duration\": 1.209}, \"68278\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 8}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-04-17 01:47:08.000000+00:00\", \"2023-05-30 17:38:07.000000+00:00\"], \"session_ids\": [\"140e2460-3aa3-4c9d-9f37-122d83db37a9\", \"b70f43e6-3cac-49ef-83d8-1d865583a161\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 0.567}, \"9091\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-02-10 03:57:48.000000+00:00\", \"2022-03-23 13:12:30.000000+00:00\"], \"session_ids\": [\"ff9497cf-b7fc-4af2-9c4a-5c8cc11e3018\", \"979e4cd4-b9c9-41b9-9b52-c0e1580a0ba0\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.178}, \"34184\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-22 14:54:39.000000+00:00\", \"2022-11-04 19:59:09.000000+00:00\"], \"session_ids\": [\"98ccf201-d127-4223-9832-4021ee23def1\", \"24740204-b196-4a49-8232-9e6f020cb698\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 5.236}, \"65828\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-11-29 13:47:40.000000+00:00\", \"2023-06-29 23:41:40.000000+00:00\", \"2021-08-13 22:02:02.000000+00:00\", \"2020-11-07 20:36:35.000000+00:00\"], \"session_ids\": [\"784bb070-e6f9-422a-ae44-ee361d6a0ed9\", \"91eaa0b7-cffd-41eb-863d-986f0e256189\", \"cedc4e5d-dca9-4c7b-b2f0-3c2fa9e17acc\", \"0c438f39-9e7e-46c8-95ba-f9825a5c16a8\"], \"total_duration\": 492.0, \"total_sessions\": 4, \"mean_week_duration\": 3.565}}\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 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[5, 48]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-06-30 16:29:09.000000+00:00\", \"2021-04-26 11:20:26.000000+00:00\"], \"session_ids\": [\"db6010ab-d2fe-4801-ac5c-8a009d97e295\", \"feb91879-f3c6-4051-be8b-b25c9138e031\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 7.065}, \"46154\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-06 00:41:27.000000+00:00\", \"2021-05-24 09:34:12.000000+00:00\"], \"session_ids\": [\"3e7cd157-edbd-4f11-8e65-6552416e5643\", \"c7bb217f-7c53-421e-aa69-01c5dd011684\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 6.0}, \"36976\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-10 17:24:04.000000+00:00\", \"2020-08-17 00:24:56.000000+00:00\", \"2022-06-02 09:11:01.000000+00:00\", \"2022-11-25 14:11:14.000000+00:00\", \"2022-02-12 22:24:31.000000+00:00\", \"2020-11-03 11:02:24.000000+00:00\"], \"session_ids\": [\"46c473a9-bde3-40c3-800b-1bf82c2492bf\", \"7e279aae-6154-4b67-9a0c-1f1092a4f4f9\", \"1753ab84-ab3f-431c-9d04-fc8025ac169d\", \"dfcd35fc-14a7-4a2f-9574-3a314618de52\", \"1f2969ca-75cc-4e9d-89c8-14231fd02e91\", \"3c8f0148-1a59-41bd-b557-f5943f393848\"], \"total_duration\": 3666.0, \"total_sessions\": 6, \"mean_week_duration\": 30.807}, \"34184\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-22 14:54:39.000000+00:00\", \"2022-11-04 19:59:09.000000+00:00\"], \"session_ids\": [\"98ccf201-d127-4223-9832-4021ee23def1\", \"24740204-b196-4a49-8232-9e6f020cb698\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 5.236}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36976\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-10 17:24:04.000000+00:00\", \"2020-08-17 00:24:56.000000+00:00\", \"2022-06-02 09:11:01.000000+00:00\", \"2022-11-25 14:11:14.000000+00:00\", \"2022-02-12 22:24:31.000000+00:00\", \"2020-11-03 11:02:24.000000+00:00\"], \"session_ids\": [\"46c473a9-bde3-40c3-800b-1bf82c2492bf\", \"7e279aae-6154-4b67-9a0c-1f1092a4f4f9\", \"1753ab84-ab3f-431c-9d04-fc8025ac169d\", \"dfcd35fc-14a7-4a2f-9574-3a314618de52\", \"1f2969ca-75cc-4e9d-89c8-14231fd02e91\", \"3c8f0148-1a59-41bd-b557-f5943f393848\"], \"total_duration\": 3666.0, \"total_sessions\": 6, \"mean_week_duration\": 30.807}}, {\"72762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-06-30 16:29:09.000000+00:00\", \"2021-04-26 11:20:26.000000+00:00\"], \"session_ids\": [\"db6010ab-d2fe-4801-ac5c-8a009d97e295\", \"feb91879-f3c6-4051-be8b-b25c9138e031\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 7.065}}, {\"34184\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-22 14:54:39.000000+00:00\", \"2022-11-04 19:59:09.000000+00:00\"], \"session_ids\": [\"98ccf201-d127-4223-9832-4021ee23def1\", \"24740204-b196-4a49-8232-9e6f020cb698\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 5.236}}, {\"46154\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-06 00:41:27.000000+00:00\", \"2021-05-24 09:34:12.000000+00:00\"], \"session_ids\": [\"3e7cd157-edbd-4f11-8e65-6552416e5643\", \"c7bb217f-7c53-421e-aa69-01c5dd011684\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 6.0}}]\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[{\"36976\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-06-10 17:24:04.000000+00:00\", \"2020-08-17 00:24:56.000000+00:00\", \"2022-06-02 09:11:01.000000+00:00\", \"2022-11-25 14:11:14.000000+00:00\", \"2022-02-12 22:24:31.000000+00:00\", \"2020-11-03 11:02:24.000000+00:00\"], \"session_ids\": [\"46c473a9-bde3-40c3-800b-1bf82c2492bf\", \"7e279aae-6154-4b67-9a0c-1f1092a4f4f9\", \"1753ab84-ab3f-431c-9d04-fc8025ac169d\", \"dfcd35fc-14a7-4a2f-9574-3a314618de52\", \"1f2969ca-75cc-4e9d-89c8-14231fd02e91\", \"3c8f0148-1a59-41bd-b557-f5943f393848\"], \"total_duration\": 3666.0, \"total_sessions\": 6, \"mean_week_duration\": 30.807}}, {\"72762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-06-30 16:29:09.000000+00:00\", \"2021-04-26 11:20:26.000000+00:00\"], \"session_ids\": [\"db6010ab-d2fe-4801-ac5c-8a009d97e295\", \"feb91879-f3c6-4051-be8b-b25c9138e031\"], \"total_duration\": 438.0, \"total_sessions\": 2, \"mean_week_duration\": 7.065}}, {\"34184\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-22 14:54:39.000000+00:00\", \"2022-11-04 19:59:09.000000+00:00\"], \"session_ids\": [\"98ccf201-d127-4223-9832-4021ee23def1\", \"24740204-b196-4a49-8232-9e6f020cb698\"], \"total_duration\": 377.0, \"total_sessions\": 2, \"mean_week_duration\": 5.236}}, {\"46154\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-06 00:41:27.000000+00:00\", \"2021-05-24 09:34:12.000000+00:00\"], \"session_ids\": [\"3e7cd157-edbd-4f11-8e65-6552416e5643\", \"c7bb217f-7c53-421e-aa69-01c5dd011684\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 6.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide me with information about user who has count of sessions strictly smaller than 3 and strictly bigger than 7 , put to use sorting by mean of duration of sessions per week risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"34912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-16 14:00:48.000000+00:00\", \"2022-01-12 00:18:38.000000+00:00\"], \"session_ids\": [\"63e71205-636d-4296-8bf6-7f277fc4ac8e\", \"611504f1-66e5-46e4-8d10-473ea149f4da\"], \"total_duration\": 451.0, \"total_sessions\": 2, \"mean_week_duration\": 56.375}, \"31588\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-07-11 02:06:12.000000+00:00\", \"2022-07-06 05:32:41.000000+00:00\"], \"session_ids\": [\"afddcd51-6ea7-43a3-bba0-b6e1df3fd1ee\", \"5fbcc144-4fa2-40f9-b931-5fc2d33a9009\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 286.0}, \"9491\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-10-16 03:33:22.000000+00:00\", \"2023-03-16 17:19:23.000000+00:00\"], \"session_ids\": [\"e2c7ff70-93d7-414d-a0e9-74a7eefb5762\", \"a8c2b55d-0dd2-426a-9674-fb9020a631cd\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 1.182}, \"68720\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-03-05 10:05:38.000000+00:00\", \"2021-08-26 20:25:24.000000+00:00\", \"2020-03-02 01:56:33.000000+00:00\", \"2019-07-27 03:08:02.000000+00:00\", \"2022-07-18 18:22:30.000000+00:00\", \"2022-12-07 03:21:13.000000+00:00\"], \"session_ids\": [\"07730b95-94f6-4c1d-8f13-c56926032e9c\", \"9566d5d1-fdb6-454e-887c-55089f2bd214\", \"c88fb531-c46f-4143-8140-c996ed9a4ccb\", \"e9aa3c5f-8677-4ca4-b631-ccf1008191ad\", \"70af061e-0dcb-4f5e-bae2-2f3ddfe25ad8\", \"0e75c3f5-86fc-4a62-a734-3ef9cf60b2cf\"], \"total_duration\": 936.0, \"total_sessions\": 6, \"mean_week_duration\": 5.318}, \"27444\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-08 15:52:22.000000+00:00\", \"2019-07-07 12:13:22.000000+00:00\"], \"session_ids\": [\"ee4e4da1-7372-4549-aca8-74b12822725a\", \"2136a589-c237-4630-890f-941c2f7fb2d4\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 1.182}, \"14123\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-31 15:45:43.000000+00:00\", \"2023-04-16 18:52:25.000000+00:00\", \"2019-09-18 08:38:39.000000+00:00\", \"2022-01-09 15:51:41.000000+00:00\", \"2019-01-10 13:17:49.000000+00:00\"], \"session_ids\": [\"978b1b5d-c307-4916-a52e-8213211414f4\", \"3348db9b-4cfa-49da-aa1c-c8d5266b4e02\", \"cd2b6742-4ca0-4af2-a38d-543af3472a05\", \"9fcef1d9-bd89-449e-8ca1-867ec5e44c58\", \"37f475a5-34f3-426b-a743-3d067dad8a1d\"], \"total_duration\": 78.0, \"total_sessions\": 5, \"mean_week_duration\": 0.35}, \"76118\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-02-16 21:14:38.000000+00:00\", \"2020-09-25 07:07:38.000000+00:00\", \"2020-01-29 02:29:47.000000+00:00\", \"2019-01-14 02:09:04.000000+00:00\"], \"session_ids\": [\"d1f3d0a0-1bfe-40be-ad8f-c4295de54ef9\", \"32e8b530-644c-4396-9221-478c741520c2\", \"26a22669-a7cf-418d-8af4-a31464770dce\", \"ea6c24ca-5ae8-4a05-b751-181f44ad1370\"], \"total_duration\": 1314.0, \"total_sessions\": 4, \"mean_week_duration\": 6.14}, \"13444\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-12-02 21:06:39.000000+00:00\", \"2022-03-06 22:08:35.000000+00:00\"], \"session_ids\": [\"77d65028-7174-49e7-96d8-c73bf488f0f0\", \"858c9096-2577-4557-9651-54caacf2fd14\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 3.128}, \"82370\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 7, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-17 01:57:20.000000+00:00\", \"2022-03-31 17:37:22.000000+00:00\", \"2023-04-25 05:39:09.000000+00:00\"], \"session_ids\": [\"faf6bac4-ccc3-4f42-bee0-0d3655ab1a83\", \"e5bc9303-8cde-4f59-8e02-8072f5233b03\", \"68f5b0db-30f2-409d-8892-e44edb74b7d4\"], \"total_duration\": 59.0, \"total_sessions\": 3, \"mean_week_duration\": 0.465}, \"29876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-14 08:35:14.000000+00:00\", \"2019-11-02 00:43:15.000000+00:00\"], \"session_ids\": [\"71e33c0c-ddaa-4e91-b754-0464e3556c7f\", \"edb6acd0-e2b3-45a9-ade7-044519029e3a\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.794}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are less than 3 and are 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{\"34912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-16 14:00:48.000000+00:00\", \"2022-01-12 00:18:38.000000+00:00\"], \"session_ids\": [\"63e71205-636d-4296-8bf6-7f277fc4ac8e\", \"611504f1-66e5-46e4-8d10-473ea149f4da\"], \"total_duration\": 451.0, \"total_sessions\": 2, \"mean_week_duration\": 56.375}, \"31588\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-07-11 02:06:12.000000+00:00\", \"2022-07-06 05:32:41.000000+00:00\"], \"session_ids\": [\"afddcd51-6ea7-43a3-bba0-b6e1df3fd1ee\", \"5fbcc144-4fa2-40f9-b931-5fc2d33a9009\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 286.0}, \"9491\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-10-16 03:33:22.000000+00:00\", \"2023-03-16 17:19:23.000000+00:00\"], \"session_ids\": [\"e2c7ff70-93d7-414d-a0e9-74a7eefb5762\", \"a8c2b55d-0dd2-426a-9674-fb9020a631cd\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 1.182}, \"27444\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-08 15:52:22.000000+00:00\", \"2019-07-07 12:13:22.000000+00:00\"], \"session_ids\": [\"ee4e4da1-7372-4549-aca8-74b12822725a\", \"2136a589-c237-4630-890f-941c2f7fb2d4\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 1.182}, \"13444\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-12-02 21:06:39.000000+00:00\", \"2022-03-06 22:08:35.000000+00:00\"], \"session_ids\": [\"77d65028-7174-49e7-96d8-c73bf488f0f0\", \"858c9096-2577-4557-9651-54caacf2fd14\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 3.128}, \"29876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-14 08:35:14.000000+00:00\", \"2019-11-02 00:43:15.000000+00:00\"], \"session_ids\": [\"71e33c0c-ddaa-4e91-b754-0464e3556c7f\", \"edb6acd0-e2b3-45a9-ade7-044519029e3a\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.794}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-14 08:35:14.000000+00:00\", \"2019-11-02 00:43:15.000000+00:00\"], \"session_ids\": [\"71e33c0c-ddaa-4e91-b754-0464e3556c7f\", \"edb6acd0-e2b3-45a9-ade7-044519029e3a\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.794}}, {\"9491\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-10-16 03:33:22.000000+00:00\", \"2023-03-16 17:19:23.000000+00:00\"], \"session_ids\": [\"e2c7ff70-93d7-414d-a0e9-74a7eefb5762\", \"a8c2b55d-0dd2-426a-9674-fb9020a631cd\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 1.182}}, {\"27444\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-03-08 15:52:22.000000+00:00\", \"2019-07-07 12:13:22.000000+00:00\"], \"session_ids\": [\"ee4e4da1-7372-4549-aca8-74b12822725a\", \"2136a589-c237-4630-890f-941c2f7fb2d4\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 1.182}}, {\"13444\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-12-02 21:06:39.000000+00:00\", \"2022-03-06 22:08:35.000000+00:00\"], \"session_ids\": [\"77d65028-7174-49e7-96d8-c73bf488f0f0\", \"858c9096-2577-4557-9651-54caacf2fd14\"], \"total_duration\": 122.0, \"total_sessions\": 2, \"mean_week_duration\": 3.128}}, {\"34912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-11-16 14:00:48.000000+00:00\", \"2022-01-12 00:18:38.000000+00:00\"], \"session_ids\": [\"63e71205-636d-4296-8bf6-7f277fc4ac8e\", \"611504f1-66e5-46e4-8d10-473ea149f4da\"], \"total_duration\": 451.0, \"total_sessions\": 2, \"mean_week_duration\": 56.375}}, {\"31588\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-07-11 02:06:12.000000+00:00\", \"2022-07-06 05:32:41.000000+00:00\"], \"session_ids\": [\"afddcd51-6ea7-43a3-bba0-b6e1df3fd1ee\", \"5fbcc144-4fa2-40f9-b931-5fc2d33a9009\"], \"total_duration\": 286.0, \"total_sessions\": 2, \"mean_week_duration\": 286.0}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"29876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-14 08:35:14.000000+00:00\", \"2019-11-02 00:43:15.000000+00:00\"], \"session_ids\": [\"71e33c0c-ddaa-4e91-b754-0464e3556c7f\", \"edb6acd0-e2b3-45a9-ade7-044519029e3a\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.794}}]\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[{\"29876\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-14 08:35:14.000000+00:00\", \"2019-11-02 00:43:15.000000+00:00\"], \"session_ids\": [\"71e33c0c-ddaa-4e91-b754-0464e3556c7f\", \"edb6acd0-e2b3-45a9-ade7-044519029e3a\"], \"total_duration\": 85.0, \"total_sessions\": 2, \"mean_week_duration\": 0.794}}]\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 an information about 8 users who have the largest value of number of sessions and carry out sorting by town naming from the smallest to the largest."
}
] |
[
{
"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{\"79152\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-01-18 16:36:49.000000+00:00\", \"2023-06-25 19:30:08.000000+00:00\"], \"session_ids\": [\"94fc48c4-9840-42b8-b0f0-f58df72af70d\", \"0bae37df-d621-4b7b-ab6d-575893880aa7\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 4.947}, \"65767\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-08-31 19:58:34.000000+00:00\", \"2020-06-05 17:58:19.000000+00:00\", \"2023-05-19 12:08:19.000000+00:00\", \"2022-10-04 02:48:23.000000+00:00\", \"2022-10-19 23:16:38.000000+00:00\", \"2019-11-25 06:19:13.000000+00:00\", \"2019-04-26 22:01:10.000000+00:00\"], \"session_ids\": [\"84d26bd9-a86a-499a-a214-92b371fb9463\", \"24b9f803-afb5-4d2e-80fb-0dc7095d6b1e\", \"c7fa8045-10de-4975-9f0d-9e58d0dc6937\", \"6c980a0c-3337-490f-b368-fa3f156f44b7\", \"c7e1013a-6111-4288-a435-a8a4b826663c\", \"9fd2e06f-087f-4f50-8f5b-b70510e06bcc\", \"42d7979c-2c8a-4d73-a4a1-188f5cb0c6b2\"], \"total_duration\": 6181.0, \"total_sessions\": 7, \"mean_week_duration\": 29.156}, \"27210\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-05-30 08:07:57.000000+00:00\", \"2019-02-20 05:07:51.000000+00:00\", \"2021-08-15 11:49:29.000000+00:00\", \"2019-07-09 10:54:08.000000+00:00\", \"2021-10-07 19:48:31.000000+00:00\"], \"session_ids\": [\"44e4c082-6d0e-4d88-9a94-47aca20d6038\", \"f1c96d0a-74f0-407d-99d3-59736fbb7516\", \"d1c70e3d-cc4c-4470-9e3b-216c0ce91472\", \"d1780994-d656-4327-8262-878fb303fd4e\", \"f85585ac-26ef-4129-950e-39579a8cb415\"], \"total_duration\": 1688.0, \"total_sessions\": 5, \"mean_week_duration\": 9.871}, \"44551\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-07-22 00:06:55.000000+00:00\", \"2022-06-25 02:04:05.000000+00:00\", \"2020-02-09 22:35:33.000000+00:00\"], \"session_ids\": [\"8e66b556-8ca3-48f0-85b4-a07a7650876a\", \"984a2a5a-d3b3-44e0-bf0f-26a9bba2c377\", \"73f150ec-ef85-4cf0-871b-8e91f86e1e1d\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 2.016}, \"70847\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-11-10 06:31:12.000000+00:00\", \"2022-05-20 00:48:42.000000+00:00\", \"2019-09-07 17:17:48.000000+00:00\", \"2019-04-13 03:34:55.000000+00:00\", \"2021-08-07 03:02:31.000000+00:00\", \"2022-07-21 02:18:14.000000+00:00\", \"2022-08-27 09:14:55.000000+00:00\", \"2021-12-03 10:18:13.000000+00:00\", \"2023-05-03 19:37:56.000000+00:00\", \"2021-05-28 08:07:17.000000+00:00\", \"2019-03-30 16:36:19.000000+00:00\"], \"session_ids\": [\"23c7cde7-72a4-4bf5-aea5-dded4b00a20d\", \"59266266-0fd9-4c5e-9fa1-b605a99240ca\", \"40f0bc09-d17b-4d11-b0cc-9f640688b72f\", \"84791813-9d42-488d-a8bb-93f61bd5cbe3\", \"ce53377b-19b2-45d2-bf1c-fab2ecffccdd\", \"40ea4637-02af-46a9-8ff8-5bdd92b432d8\", \"94d5d095-86ec-45a2-b3cf-535c930bdddd\", \"fda146a6-92f4-4518-a0e1-e60f16ce3ef1\", \"3ef55459-65d4-4431-9099-61a08adda0f5\", \"c420818a-1814-46d6-b2c3-b4c5487387ac\", \"b2146db7-4a92-4582-8124-cecf12091cf5\"], \"total_duration\": 237.0, \"total_sessions\": 11, \"mean_week_duration\": 1.107}, \"16853\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-03-05 05:41:22.000000+00:00\", \"2019-08-05 09:07:08.000000+00:00\"], \"session_ids\": [\"88597895-862e-416c-8887-e8b0902998ca\", \"dec8c697-fc7b-4aec-a9d7-ffe6342d92e1\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.139}, \"71498\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-02-10 12:17:32.000000+00:00\", \"2021-04-22 06:05:02.000000+00:00\", \"2019-03-01 14:20:27.000000+00:00\", \"2022-09-29 11:02:49.000000+00:00\", \"2021-09-20 02:48:29.000000+00:00\", \"2020-11-11 05:21:43.000000+00:00\", \"2020-08-29 23:12:31.000000+00:00\", \"2020-11-27 03:38:51.000000+00:00\", \"2022-05-24 11:02:39.000000+00:00\", \"2021-09-23 05:39:36.000000+00:00\", \"2021-12-06 12:25:07.000000+00:00\"], \"session_ids\": [\"bbed619b-e494-4563-81a8-9e691d9b8a3b\", \"114e03e7-1d34-442b-afd8-95f76568f390\", \"8523110a-8bdc-4406-b0bf-8d84cd02f539\", \"186492b6-a704-479c-bd62-daa5fdc26c77\", \"11750b8a-7283-42c5-9e29-6736784c6be5\", \"fe370140-3170-4ce4-8584-da2f40a86e4f\", \"88a8a4a0-5d08-4055-996a-3ddcb00018db\", \"cb878cf8-c65e-45b1-b67d-649f125b78d6\", \"3505ad5b-a4eb-4c90-8e02-184e23ddb194\", \"f2f37629-fd7d-4b11-86f4-9d7f94539c79\", \"c38928dc-eb60-4f24-9f51-76c422b063e5\"], \"total_duration\": 37536.0, \"total_sessions\": 11, \"mean_week_duration\": 197.558}, \"65168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-10-20 11:51:18.000000+00:00\", \"2020-05-20 23:24:10.000000+00:00\", \"2020-03-25 21:26:02.000000+00:00\", \"2019-12-11 03:54:51.000000+00:00\", \"2022-04-08 06:09:16.000000+00:00\"], \"session_ids\": [\"1bcd3a54-06e0-4ccf-93e8-1e8b65046a8f\", \"cba3fda0-5a85-43b5-99e6-6d828cdd9d12\", \"b5b65aa3-dbc6-4ead-b919-01162e492422\", \"15ca4d46-42b5-4ad6-bc97-b2bf08a2b8e3\", \"83e685e5-817b-406b-8f3f-453763425b68\"], \"total_duration\": 1711.0, \"total_sessions\": 5, \"mean_week_duration\": 14.025}, \"10699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-01 02:36:57.000000+00:00\", \"2019-01-30 15:29:08.000000+00:00\", \"2019-11-17 08:50:42.000000+00:00\", \"2023-01-17 04:04:49.000000+00:00\", \"2019-07-01 13:44:39.000000+00:00\"], \"session_ids\": [\"f1c8076a-c533-4997-b365-0996db0146e9\", \"8f6151d7-cc0f-4c57-99f2-3d6cf8828812\", \"85a635bd-012b-48b3-9cb1-c864156d1154\", \"bb06f1e3-7b61-461e-8b04-3747a92147b2\", \"888470e1-ff74-4279-9983-937998760a90\"], \"total_duration\": 2995.0, \"total_sessions\": 5, \"mean_week_duration\": 14.469}, \"69389\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-07-02 10:10:05.000000+00:00\", \"2023-04-18 12:02:08.000000+00:00\"], \"session_ids\": [\"3a72c88d-106c-473e-a629-f6498a5a1e9a\", \"3a75fa47-b345-4580-952b-d818a36f47af\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 3.619}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the highest 8 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 8}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"70847\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-11-10 06:31:12.000000+00:00\", \"2022-05-20 00:48:42.000000+00:00\", \"2019-09-07 17:17:48.000000+00:00\", \"2019-04-13 03:34:55.000000+00:00\", \"2021-08-07 03:02:31.000000+00:00\", \"2022-07-21 02:18:14.000000+00:00\", \"2022-08-27 09:14:55.000000+00:00\", \"2021-12-03 10:18:13.000000+00:00\", \"2023-05-03 19:37:56.000000+00:00\", \"2021-05-28 08:07:17.000000+00:00\", \"2019-03-30 16:36:19.000000+00:00\"], \"session_ids\": [\"23c7cde7-72a4-4bf5-aea5-dded4b00a20d\", \"59266266-0fd9-4c5e-9fa1-b605a99240ca\", \"40f0bc09-d17b-4d11-b0cc-9f640688b72f\", \"84791813-9d42-488d-a8bb-93f61bd5cbe3\", \"ce53377b-19b2-45d2-bf1c-fab2ecffccdd\", \"40ea4637-02af-46a9-8ff8-5bdd92b432d8\", \"94d5d095-86ec-45a2-b3cf-535c930bdddd\", \"fda146a6-92f4-4518-a0e1-e60f16ce3ef1\", \"3ef55459-65d4-4431-9099-61a08adda0f5\", \"c420818a-1814-46d6-b2c3-b4c5487387ac\", \"b2146db7-4a92-4582-8124-cecf12091cf5\"], \"total_duration\": 237.0, \"total_sessions\": 11, \"mean_week_duration\": 1.107}}, {\"71498\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-02-10 12:17:32.000000+00:00\", \"2021-04-22 06:05:02.000000+00:00\", \"2019-03-01 14:20:27.000000+00:00\", \"2022-09-29 11:02:49.000000+00:00\", \"2021-09-20 02:48:29.000000+00:00\", \"2020-11-11 05:21:43.000000+00:00\", \"2020-08-29 23:12:31.000000+00:00\", \"2020-11-27 03:38:51.000000+00:00\", \"2022-05-24 11:02:39.000000+00:00\", \"2021-09-23 05:39:36.000000+00:00\", \"2021-12-06 12:25:07.000000+00:00\"], \"session_ids\": [\"bbed619b-e494-4563-81a8-9e691d9b8a3b\", \"114e03e7-1d34-442b-afd8-95f76568f390\", \"8523110a-8bdc-4406-b0bf-8d84cd02f539\", \"186492b6-a704-479c-bd62-daa5fdc26c77\", \"11750b8a-7283-42c5-9e29-6736784c6be5\", \"fe370140-3170-4ce4-8584-da2f40a86e4f\", \"88a8a4a0-5d08-4055-996a-3ddcb00018db\", \"cb878cf8-c65e-45b1-b67d-649f125b78d6\", \"3505ad5b-a4eb-4c90-8e02-184e23ddb194\", \"f2f37629-fd7d-4b11-86f4-9d7f94539c79\", \"c38928dc-eb60-4f24-9f51-76c422b063e5\"], \"total_duration\": 37536.0, \"total_sessions\": 11, \"mean_week_duration\": 197.558}}, {\"65767\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-08-31 19:58:34.000000+00:00\", \"2020-06-05 17:58:19.000000+00:00\", \"2023-05-19 12:08:19.000000+00:00\", \"2022-10-04 02:48:23.000000+00:00\", \"2022-10-19 23:16:38.000000+00:00\", \"2019-11-25 06:19:13.000000+00:00\", \"2019-04-26 22:01:10.000000+00:00\"], \"session_ids\": [\"84d26bd9-a86a-499a-a214-92b371fb9463\", \"24b9f803-afb5-4d2e-80fb-0dc7095d6b1e\", \"c7fa8045-10de-4975-9f0d-9e58d0dc6937\", \"6c980a0c-3337-490f-b368-fa3f156f44b7\", \"c7e1013a-6111-4288-a435-a8a4b826663c\", \"9fd2e06f-087f-4f50-8f5b-b70510e06bcc\", \"42d7979c-2c8a-4d73-a4a1-188f5cb0c6b2\"], \"total_duration\": 6181.0, \"total_sessions\": 7, \"mean_week_duration\": 29.156}}, {\"27210\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-05-30 08:07:57.000000+00:00\", \"2019-02-20 05:07:51.000000+00:00\", \"2021-08-15 11:49:29.000000+00:00\", \"2019-07-09 10:54:08.000000+00:00\", \"2021-10-07 19:48:31.000000+00:00\"], \"session_ids\": [\"44e4c082-6d0e-4d88-9a94-47aca20d6038\", \"f1c96d0a-74f0-407d-99d3-59736fbb7516\", \"d1c70e3d-cc4c-4470-9e3b-216c0ce91472\", \"d1780994-d656-4327-8262-878fb303fd4e\", \"f85585ac-26ef-4129-950e-39579a8cb415\"], \"total_duration\": 1688.0, \"total_sessions\": 5, \"mean_week_duration\": 9.871}}, {\"65168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-10-20 11:51:18.000000+00:00\", \"2020-05-20 23:24:10.000000+00:00\", \"2020-03-25 21:26:02.000000+00:00\", \"2019-12-11 03:54:51.000000+00:00\", \"2022-04-08 06:09:16.000000+00:00\"], \"session_ids\": [\"1bcd3a54-06e0-4ccf-93e8-1e8b65046a8f\", \"cba3fda0-5a85-43b5-99e6-6d828cdd9d12\", \"b5b65aa3-dbc6-4ead-b919-01162e492422\", \"15ca4d46-42b5-4ad6-bc97-b2bf08a2b8e3\", \"83e685e5-817b-406b-8f3f-453763425b68\"], \"total_duration\": 1711.0, \"total_sessions\": 5, \"mean_week_duration\": 14.025}}, {\"10699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-01 02:36:57.000000+00:00\", \"2019-01-30 15:29:08.000000+00:00\", \"2019-11-17 08:50:42.000000+00:00\", \"2023-01-17 04:04:49.000000+00:00\", \"2019-07-01 13:44:39.000000+00:00\"], \"session_ids\": [\"f1c8076a-c533-4997-b365-0996db0146e9\", \"8f6151d7-cc0f-4c57-99f2-3d6cf8828812\", \"85a635bd-012b-48b3-9cb1-c864156d1154\", \"bb06f1e3-7b61-461e-8b04-3747a92147b2\", \"888470e1-ff74-4279-9983-937998760a90\"], \"total_duration\": 2995.0, \"total_sessions\": 5, \"mean_week_duration\": 14.469}}, {\"44551\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-07-22 00:06:55.000000+00:00\", \"2022-06-25 02:04:05.000000+00:00\", \"2020-02-09 22:35:33.000000+00:00\"], \"session_ids\": [\"8e66b556-8ca3-48f0-85b4-a07a7650876a\", \"984a2a5a-d3b3-44e0-bf0f-26a9bba2c377\", \"73f150ec-ef85-4cf0-871b-8e91f86e1e1d\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 2.016}}, {\"79152\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-01-18 16:36:49.000000+00:00\", \"2023-06-25 19:30:08.000000+00:00\"], \"session_ids\": [\"94fc48c4-9840-42b8-b0f0-f58df72af70d\", \"0bae37df-d621-4b7b-ab6d-575893880aa7\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 4.947}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-01 02:36:57.000000+00:00\", \"2019-01-30 15:29:08.000000+00:00\", \"2019-11-17 08:50:42.000000+00:00\", \"2023-01-17 04:04:49.000000+00:00\", \"2019-07-01 13:44:39.000000+00:00\"], \"session_ids\": [\"f1c8076a-c533-4997-b365-0996db0146e9\", \"8f6151d7-cc0f-4c57-99f2-3d6cf8828812\", \"85a635bd-012b-48b3-9cb1-c864156d1154\", \"bb06f1e3-7b61-461e-8b04-3747a92147b2\", \"888470e1-ff74-4279-9983-937998760a90\"], \"total_duration\": 2995.0, \"total_sessions\": 5, \"mean_week_duration\": 14.469}}, {\"70847\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-11-10 06:31:12.000000+00:00\", \"2022-05-20 00:48:42.000000+00:00\", \"2019-09-07 17:17:48.000000+00:00\", \"2019-04-13 03:34:55.000000+00:00\", \"2021-08-07 03:02:31.000000+00:00\", \"2022-07-21 02:18:14.000000+00:00\", \"2022-08-27 09:14:55.000000+00:00\", \"2021-12-03 10:18:13.000000+00:00\", \"2023-05-03 19:37:56.000000+00:00\", \"2021-05-28 08:07:17.000000+00:00\", \"2019-03-30 16:36:19.000000+00:00\"], \"session_ids\": [\"23c7cde7-72a4-4bf5-aea5-dded4b00a20d\", \"59266266-0fd9-4c5e-9fa1-b605a99240ca\", \"40f0bc09-d17b-4d11-b0cc-9f640688b72f\", \"84791813-9d42-488d-a8bb-93f61bd5cbe3\", \"ce53377b-19b2-45d2-bf1c-fab2ecffccdd\", \"40ea4637-02af-46a9-8ff8-5bdd92b432d8\", \"94d5d095-86ec-45a2-b3cf-535c930bdddd\", \"fda146a6-92f4-4518-a0e1-e60f16ce3ef1\", \"3ef55459-65d4-4431-9099-61a08adda0f5\", \"c420818a-1814-46d6-b2c3-b4c5487387ac\", \"b2146db7-4a92-4582-8124-cecf12091cf5\"], \"total_duration\": 237.0, \"total_sessions\": 11, \"mean_week_duration\": 1.107}}, {\"65168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-10-20 11:51:18.000000+00:00\", \"2020-05-20 23:24:10.000000+00:00\", \"2020-03-25 21:26:02.000000+00:00\", \"2019-12-11 03:54:51.000000+00:00\", \"2022-04-08 06:09:16.000000+00:00\"], \"session_ids\": [\"1bcd3a54-06e0-4ccf-93e8-1e8b65046a8f\", \"cba3fda0-5a85-43b5-99e6-6d828cdd9d12\", \"b5b65aa3-dbc6-4ead-b919-01162e492422\", \"15ca4d46-42b5-4ad6-bc97-b2bf08a2b8e3\", \"83e685e5-817b-406b-8f3f-453763425b68\"], \"total_duration\": 1711.0, \"total_sessions\": 5, \"mean_week_duration\": 14.025}}, {\"65767\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-08-31 19:58:34.000000+00:00\", \"2020-06-05 17:58:19.000000+00:00\", \"2023-05-19 12:08:19.000000+00:00\", \"2022-10-04 02:48:23.000000+00:00\", \"2022-10-19 23:16:38.000000+00:00\", \"2019-11-25 06:19:13.000000+00:00\", \"2019-04-26 22:01:10.000000+00:00\"], \"session_ids\": [\"84d26bd9-a86a-499a-a214-92b371fb9463\", \"24b9f803-afb5-4d2e-80fb-0dc7095d6b1e\", \"c7fa8045-10de-4975-9f0d-9e58d0dc6937\", \"6c980a0c-3337-490f-b368-fa3f156f44b7\", \"c7e1013a-6111-4288-a435-a8a4b826663c\", \"9fd2e06f-087f-4f50-8f5b-b70510e06bcc\", \"42d7979c-2c8a-4d73-a4a1-188f5cb0c6b2\"], \"total_duration\": 6181.0, \"total_sessions\": 7, \"mean_week_duration\": 29.156}}, {\"79152\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-01-18 16:36:49.000000+00:00\", \"2023-06-25 19:30:08.000000+00:00\"], \"session_ids\": [\"94fc48c4-9840-42b8-b0f0-f58df72af70d\", \"0bae37df-d621-4b7b-ab6d-575893880aa7\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 4.947}}, {\"71498\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-02-10 12:17:32.000000+00:00\", \"2021-04-22 06:05:02.000000+00:00\", \"2019-03-01 14:20:27.000000+00:00\", \"2022-09-29 11:02:49.000000+00:00\", \"2021-09-20 02:48:29.000000+00:00\", \"2020-11-11 05:21:43.000000+00:00\", \"2020-08-29 23:12:31.000000+00:00\", \"2020-11-27 03:38:51.000000+00:00\", \"2022-05-24 11:02:39.000000+00:00\", \"2021-09-23 05:39:36.000000+00:00\", \"2021-12-06 12:25:07.000000+00:00\"], \"session_ids\": [\"bbed619b-e494-4563-81a8-9e691d9b8a3b\", \"114e03e7-1d34-442b-afd8-95f76568f390\", \"8523110a-8bdc-4406-b0bf-8d84cd02f539\", \"186492b6-a704-479c-bd62-daa5fdc26c77\", \"11750b8a-7283-42c5-9e29-6736784c6be5\", \"fe370140-3170-4ce4-8584-da2f40a86e4f\", \"88a8a4a0-5d08-4055-996a-3ddcb00018db\", \"cb878cf8-c65e-45b1-b67d-649f125b78d6\", \"3505ad5b-a4eb-4c90-8e02-184e23ddb194\", \"f2f37629-fd7d-4b11-86f4-9d7f94539c79\", \"c38928dc-eb60-4f24-9f51-76c422b063e5\"], \"total_duration\": 37536.0, \"total_sessions\": 11, \"mean_week_duration\": 197.558}}, {\"27210\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-05-30 08:07:57.000000+00:00\", \"2019-02-20 05:07:51.000000+00:00\", \"2021-08-15 11:49:29.000000+00:00\", \"2019-07-09 10:54:08.000000+00:00\", \"2021-10-07 19:48:31.000000+00:00\"], \"session_ids\": [\"44e4c082-6d0e-4d88-9a94-47aca20d6038\", \"f1c96d0a-74f0-407d-99d3-59736fbb7516\", \"d1c70e3d-cc4c-4470-9e3b-216c0ce91472\", \"d1780994-d656-4327-8262-878fb303fd4e\", \"f85585ac-26ef-4129-950e-39579a8cb415\"], \"total_duration\": 1688.0, \"total_sessions\": 5, \"mean_week_duration\": 9.871}}, {\"44551\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-07-22 00:06:55.000000+00:00\", \"2022-06-25 02:04:05.000000+00:00\", \"2020-02-09 22:35:33.000000+00:00\"], \"session_ids\": [\"8e66b556-8ca3-48f0-85b4-a07a7650876a\", \"984a2a5a-d3b3-44e0-bf0f-26a9bba2c377\", \"73f150ec-ef85-4cf0-871b-8e91f86e1e1d\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 2.016}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 8 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-01 02:36:57.000000+00:00\", \"2019-01-30 15:29:08.000000+00:00\", \"2019-11-17 08:50:42.000000+00:00\", \"2023-01-17 04:04:49.000000+00:00\", \"2019-07-01 13:44:39.000000+00:00\"], \"session_ids\": [\"f1c8076a-c533-4997-b365-0996db0146e9\", \"8f6151d7-cc0f-4c57-99f2-3d6cf8828812\", \"85a635bd-012b-48b3-9cb1-c864156d1154\", \"bb06f1e3-7b61-461e-8b04-3747a92147b2\", \"888470e1-ff74-4279-9983-937998760a90\"], \"total_duration\": 2995.0, \"total_sessions\": 5, \"mean_week_duration\": 14.469}}, {\"70847\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-11-10 06:31:12.000000+00:00\", \"2022-05-20 00:48:42.000000+00:00\", \"2019-09-07 17:17:48.000000+00:00\", \"2019-04-13 03:34:55.000000+00:00\", \"2021-08-07 03:02:31.000000+00:00\", \"2022-07-21 02:18:14.000000+00:00\", \"2022-08-27 09:14:55.000000+00:00\", \"2021-12-03 10:18:13.000000+00:00\", \"2023-05-03 19:37:56.000000+00:00\", \"2021-05-28 08:07:17.000000+00:00\", \"2019-03-30 16:36:19.000000+00:00\"], \"session_ids\": [\"23c7cde7-72a4-4bf5-aea5-dded4b00a20d\", \"59266266-0fd9-4c5e-9fa1-b605a99240ca\", \"40f0bc09-d17b-4d11-b0cc-9f640688b72f\", \"84791813-9d42-488d-a8bb-93f61bd5cbe3\", \"ce53377b-19b2-45d2-bf1c-fab2ecffccdd\", \"40ea4637-02af-46a9-8ff8-5bdd92b432d8\", \"94d5d095-86ec-45a2-b3cf-535c930bdddd\", \"fda146a6-92f4-4518-a0e1-e60f16ce3ef1\", \"3ef55459-65d4-4431-9099-61a08adda0f5\", \"c420818a-1814-46d6-b2c3-b4c5487387ac\", \"b2146db7-4a92-4582-8124-cecf12091cf5\"], \"total_duration\": 237.0, \"total_sessions\": 11, \"mean_week_duration\": 1.107}}, {\"65168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-10-20 11:51:18.000000+00:00\", \"2020-05-20 23:24:10.000000+00:00\", \"2020-03-25 21:26:02.000000+00:00\", \"2019-12-11 03:54:51.000000+00:00\", \"2022-04-08 06:09:16.000000+00:00\"], \"session_ids\": [\"1bcd3a54-06e0-4ccf-93e8-1e8b65046a8f\", \"cba3fda0-5a85-43b5-99e6-6d828cdd9d12\", \"b5b65aa3-dbc6-4ead-b919-01162e492422\", \"15ca4d46-42b5-4ad6-bc97-b2bf08a2b8e3\", \"83e685e5-817b-406b-8f3f-453763425b68\"], \"total_duration\": 1711.0, \"total_sessions\": 5, \"mean_week_duration\": 14.025}}, {\"65767\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-08-31 19:58:34.000000+00:00\", \"2020-06-05 17:58:19.000000+00:00\", \"2023-05-19 12:08:19.000000+00:00\", \"2022-10-04 02:48:23.000000+00:00\", \"2022-10-19 23:16:38.000000+00:00\", \"2019-11-25 06:19:13.000000+00:00\", \"2019-04-26 22:01:10.000000+00:00\"], \"session_ids\": [\"84d26bd9-a86a-499a-a214-92b371fb9463\", \"24b9f803-afb5-4d2e-80fb-0dc7095d6b1e\", \"c7fa8045-10de-4975-9f0d-9e58d0dc6937\", \"6c980a0c-3337-490f-b368-fa3f156f44b7\", \"c7e1013a-6111-4288-a435-a8a4b826663c\", \"9fd2e06f-087f-4f50-8f5b-b70510e06bcc\", \"42d7979c-2c8a-4d73-a4a1-188f5cb0c6b2\"], \"total_duration\": 6181.0, \"total_sessions\": 7, \"mean_week_duration\": 29.156}}, {\"79152\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-01-18 16:36:49.000000+00:00\", \"2023-06-25 19:30:08.000000+00:00\"], \"session_ids\": [\"94fc48c4-9840-42b8-b0f0-f58df72af70d\", \"0bae37df-d621-4b7b-ab6d-575893880aa7\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 4.947}}, {\"71498\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-02-10 12:17:32.000000+00:00\", \"2021-04-22 06:05:02.000000+00:00\", \"2019-03-01 14:20:27.000000+00:00\", \"2022-09-29 11:02:49.000000+00:00\", \"2021-09-20 02:48:29.000000+00:00\", \"2020-11-11 05:21:43.000000+00:00\", \"2020-08-29 23:12:31.000000+00:00\", \"2020-11-27 03:38:51.000000+00:00\", \"2022-05-24 11:02:39.000000+00:00\", \"2021-09-23 05:39:36.000000+00:00\", \"2021-12-06 12:25:07.000000+00:00\"], \"session_ids\": [\"bbed619b-e494-4563-81a8-9e691d9b8a3b\", \"114e03e7-1d34-442b-afd8-95f76568f390\", \"8523110a-8bdc-4406-b0bf-8d84cd02f539\", \"186492b6-a704-479c-bd62-daa5fdc26c77\", \"11750b8a-7283-42c5-9e29-6736784c6be5\", \"fe370140-3170-4ce4-8584-da2f40a86e4f\", \"88a8a4a0-5d08-4055-996a-3ddcb00018db\", \"cb878cf8-c65e-45b1-b67d-649f125b78d6\", \"3505ad5b-a4eb-4c90-8e02-184e23ddb194\", \"f2f37629-fd7d-4b11-86f4-9d7f94539c79\", \"c38928dc-eb60-4f24-9f51-76c422b063e5\"], \"total_duration\": 37536.0, \"total_sessions\": 11, \"mean_week_duration\": 197.558}}, {\"27210\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-05-30 08:07:57.000000+00:00\", \"2019-02-20 05:07:51.000000+00:00\", \"2021-08-15 11:49:29.000000+00:00\", \"2019-07-09 10:54:08.000000+00:00\", \"2021-10-07 19:48:31.000000+00:00\"], \"session_ids\": [\"44e4c082-6d0e-4d88-9a94-47aca20d6038\", \"f1c96d0a-74f0-407d-99d3-59736fbb7516\", \"d1c70e3d-cc4c-4470-9e3b-216c0ce91472\", \"d1780994-d656-4327-8262-878fb303fd4e\", \"f85585ac-26ef-4129-950e-39579a8cb415\"], \"total_duration\": 1688.0, \"total_sessions\": 5, \"mean_week_duration\": 9.871}}, {\"44551\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-07-22 00:06:55.000000+00:00\", \"2022-06-25 02:04:05.000000+00:00\", \"2020-02-09 22:35:33.000000+00:00\"], \"session_ids\": [\"8e66b556-8ca3-48f0-85b4-a07a7650876a\", \"984a2a5a-d3b3-44e0-bf0f-26a9bba2c377\", \"73f150ec-ef85-4cf0-871b-8e91f86e1e1d\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 2.016}}]\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[{\"10699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-09-01 02:36:57.000000+00:00\", \"2019-01-30 15:29:08.000000+00:00\", \"2019-11-17 08:50:42.000000+00:00\", \"2023-01-17 04:04:49.000000+00:00\", \"2019-07-01 13:44:39.000000+00:00\"], \"session_ids\": [\"f1c8076a-c533-4997-b365-0996db0146e9\", \"8f6151d7-cc0f-4c57-99f2-3d6cf8828812\", \"85a635bd-012b-48b3-9cb1-c864156d1154\", \"bb06f1e3-7b61-461e-8b04-3747a92147b2\", \"888470e1-ff74-4279-9983-937998760a90\"], \"total_duration\": 2995.0, \"total_sessions\": 5, \"mean_week_duration\": 14.469}}, {\"70847\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-11-10 06:31:12.000000+00:00\", \"2022-05-20 00:48:42.000000+00:00\", \"2019-09-07 17:17:48.000000+00:00\", \"2019-04-13 03:34:55.000000+00:00\", \"2021-08-07 03:02:31.000000+00:00\", \"2022-07-21 02:18:14.000000+00:00\", \"2022-08-27 09:14:55.000000+00:00\", \"2021-12-03 10:18:13.000000+00:00\", \"2023-05-03 19:37:56.000000+00:00\", \"2021-05-28 08:07:17.000000+00:00\", \"2019-03-30 16:36:19.000000+00:00\"], \"session_ids\": [\"23c7cde7-72a4-4bf5-aea5-dded4b00a20d\", \"59266266-0fd9-4c5e-9fa1-b605a99240ca\", \"40f0bc09-d17b-4d11-b0cc-9f640688b72f\", \"84791813-9d42-488d-a8bb-93f61bd5cbe3\", \"ce53377b-19b2-45d2-bf1c-fab2ecffccdd\", \"40ea4637-02af-46a9-8ff8-5bdd92b432d8\", \"94d5d095-86ec-45a2-b3cf-535c930bdddd\", \"fda146a6-92f4-4518-a0e1-e60f16ce3ef1\", \"3ef55459-65d4-4431-9099-61a08adda0f5\", \"c420818a-1814-46d6-b2c3-b4c5487387ac\", \"b2146db7-4a92-4582-8124-cecf12091cf5\"], \"total_duration\": 237.0, \"total_sessions\": 11, \"mean_week_duration\": 1.107}}, {\"65168\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-10-20 11:51:18.000000+00:00\", \"2020-05-20 23:24:10.000000+00:00\", \"2020-03-25 21:26:02.000000+00:00\", \"2019-12-11 03:54:51.000000+00:00\", \"2022-04-08 06:09:16.000000+00:00\"], \"session_ids\": [\"1bcd3a54-06e0-4ccf-93e8-1e8b65046a8f\", \"cba3fda0-5a85-43b5-99e6-6d828cdd9d12\", \"b5b65aa3-dbc6-4ead-b919-01162e492422\", \"15ca4d46-42b5-4ad6-bc97-b2bf08a2b8e3\", \"83e685e5-817b-406b-8f3f-453763425b68\"], \"total_duration\": 1711.0, \"total_sessions\": 5, \"mean_week_duration\": 14.025}}, {\"65767\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-08-31 19:58:34.000000+00:00\", \"2020-06-05 17:58:19.000000+00:00\", \"2023-05-19 12:08:19.000000+00:00\", \"2022-10-04 02:48:23.000000+00:00\", \"2022-10-19 23:16:38.000000+00:00\", \"2019-11-25 06:19:13.000000+00:00\", \"2019-04-26 22:01:10.000000+00:00\"], \"session_ids\": [\"84d26bd9-a86a-499a-a214-92b371fb9463\", \"24b9f803-afb5-4d2e-80fb-0dc7095d6b1e\", \"c7fa8045-10de-4975-9f0d-9e58d0dc6937\", \"6c980a0c-3337-490f-b368-fa3f156f44b7\", \"c7e1013a-6111-4288-a435-a8a4b826663c\", \"9fd2e06f-087f-4f50-8f5b-b70510e06bcc\", \"42d7979c-2c8a-4d73-a4a1-188f5cb0c6b2\"], \"total_duration\": 6181.0, \"total_sessions\": 7, \"mean_week_duration\": 29.156}}, {\"79152\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-01-18 16:36:49.000000+00:00\", \"2023-06-25 19:30:08.000000+00:00\"], \"session_ids\": [\"94fc48c4-9840-42b8-b0f0-f58df72af70d\", \"0bae37df-d621-4b7b-ab6d-575893880aa7\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 4.947}}, {\"71498\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-02-10 12:17:32.000000+00:00\", \"2021-04-22 06:05:02.000000+00:00\", \"2019-03-01 14:20:27.000000+00:00\", \"2022-09-29 11:02:49.000000+00:00\", \"2021-09-20 02:48:29.000000+00:00\", \"2020-11-11 05:21:43.000000+00:00\", \"2020-08-29 23:12:31.000000+00:00\", \"2020-11-27 03:38:51.000000+00:00\", \"2022-05-24 11:02:39.000000+00:00\", \"2021-09-23 05:39:36.000000+00:00\", \"2021-12-06 12:25:07.000000+00:00\"], \"session_ids\": [\"bbed619b-e494-4563-81a8-9e691d9b8a3b\", \"114e03e7-1d34-442b-afd8-95f76568f390\", \"8523110a-8bdc-4406-b0bf-8d84cd02f539\", \"186492b6-a704-479c-bd62-daa5fdc26c77\", \"11750b8a-7283-42c5-9e29-6736784c6be5\", \"fe370140-3170-4ce4-8584-da2f40a86e4f\", \"88a8a4a0-5d08-4055-996a-3ddcb00018db\", \"cb878cf8-c65e-45b1-b67d-649f125b78d6\", \"3505ad5b-a4eb-4c90-8e02-184e23ddb194\", \"f2f37629-fd7d-4b11-86f4-9d7f94539c79\", \"c38928dc-eb60-4f24-9f51-76c422b063e5\"], \"total_duration\": 37536.0, \"total_sessions\": 11, \"mean_week_duration\": 197.558}}, {\"27210\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-05-30 08:07:57.000000+00:00\", \"2019-02-20 05:07:51.000000+00:00\", \"2021-08-15 11:49:29.000000+00:00\", \"2019-07-09 10:54:08.000000+00:00\", \"2021-10-07 19:48:31.000000+00:00\"], \"session_ids\": [\"44e4c082-6d0e-4d88-9a94-47aca20d6038\", \"f1c96d0a-74f0-407d-99d3-59736fbb7516\", \"d1c70e3d-cc4c-4470-9e3b-216c0ce91472\", \"d1780994-d656-4327-8262-878fb303fd4e\", \"f85585ac-26ef-4129-950e-39579a8cb415\"], \"total_duration\": 1688.0, \"total_sessions\": 5, \"mean_week_duration\": 9.871}}, {\"44551\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-07-22 00:06:55.000000+00:00\", \"2022-06-25 02:04:05.000000+00:00\", \"2020-02-09 22:35:33.000000+00:00\"], \"session_ids\": [\"8e66b556-8ca3-48f0-85b4-a07a7650876a\", \"984a2a5a-d3b3-44e0-bf0f-26a9bba2c377\", \"73f150ec-ef85-4cf0-871b-8e91f86e1e1d\"], \"total_duration\": 250.0, \"total_sessions\": 3, \"mean_week_duration\": 2.016}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about users who hold the bottom position in all sessions quantity , and execute sorting by urban title in descending + show me only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83666\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-06-19 14:04:42.000000+00:00\", \"2022-05-20 19:52:41.000000+00:00\", \"2022-07-02 10:50:38.000000+00:00\"], \"session_ids\": [\"6db1eb0f-de90-40cb-83a7-8a84c26feff3\", \"ba40ab58-7c08-471d-9880-c86315d269a3\", \"3be46769-65ae-4eeb-803d-72f0f69765ce\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.274}, \"31829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-05-14 15:44:02.000000+00:00\", \"2022-04-29 22:19:54.000000+00:00\"], \"session_ids\": [\"acbfffbb-d7bd-4ead-978b-7ffa773e553f\", \"abbdd8ee-ed89-444f-b75d-b118da6764fc\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 6.02}, \"20565\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-10-04 08:55:21.000000+00:00\", \"2019-03-29 03:49:08.000000+00:00\", \"2021-02-01 15:03:15.000000+00:00\", \"2020-04-06 08:46:00.000000+00:00\"], \"session_ids\": [\"7aa247ad-4604-4930-a0a2-84d99230b63b\", \"f83d0c9a-7406-4c28-ad0f-b1d26acc2d64\", \"930df023-98b7-4694-8422-6e8a3e6b01bd\", \"36e98ef5-0494-4abb-ab0f-fa3080f396cd\"], \"total_duration\": 2031.0, \"total_sessions\": 4, \"mean_week_duration\": 20.938}, \"87148\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-05-06 10:27:05.000000+00:00\", \"2020-04-01 15:14:22.000000+00:00\"], \"session_ids\": [\"ba852d1e-6ead-4280-80ef-acaa937a2230\", \"702ed930-bc1c-407d-8875-9f7ebac37868\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 2.632}, \"73111\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-23 00:49:16.000000+00:00\", \"2019-12-16 05:34:18.000000+00:00\"], \"session_ids\": [\"69262c83-5f30-4367-8ce4-d505778cbbd1\", \"73913b7b-871e-4bc7-82fd-3a24d596409f\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 1.936}, \"42896\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-01-04 13:44:18.000000+00:00\", \"2023-02-28 16:51:41.000000+00:00\"], \"session_ids\": [\"6a084812-1f88-4188-91aa-465468dbab79\", \"a5112020-5533-418c-b8e4-b697ca7cb233\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.2}, \"85812\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-19 03:46:06.000000+00:00\", \"2022-11-15 11:05:51.000000+00:00\", \"2022-11-18 06:32:50.000000+00:00\"], \"session_ids\": [\"574472e0-f13c-45f1-bbc4-232332c33c7b\", \"f2a7b2ef-0dcb-45fe-8bd8-d71039cfa991\", \"6f7027b9-2c99-4182-bf5a-7b26873c4be1\"], \"total_duration\": 103.0, \"total_sessions\": 3, \"mean_week_duration\": 0.945}, \"17946\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-12 07:59:28.000000+00:00\", \"2019-02-18 09:35:40.000000+00:00\", \"2021-07-27 03:53:05.000000+00:00\", \"2019-03-22 23:19:27.000000+00:00\", \"2022-04-28 17:20:47.000000+00:00\"], \"session_ids\": [\"b7da39d7-3275-4579-9c99-e49a768f623d\", \"5b4d8635-848b-4780-ba32-5854a04fed0d\", \"663e77b2-d8b3-4c76-8c3c-fe7d4509126c\", \"17ff5d81-3b2d-450d-a158-fefb1bc5bcd8\", \"87a94b1f-8756-4910-abbf-fe0a34090ddf\"], \"total_duration\": 2805.0, \"total_sessions\": 5, \"mean_week_duration\": 16.796}, \"40903\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 4}, \"city_name\": \"Vienna\", \"datetimes\": [\"2020-10-09 09:13:30.000000+00:00\", \"2019-10-31 00:51:27.000000+00:00\", \"2020-04-29 08:52:45.000000+00:00\"], \"session_ids\": [\"5d41a2e0-1b0d-4d6d-ae55-0ce366b5ca9b\", \"1af66b8d-17f2-4cec-a1a8-5587b4601127\", \"02535c2e-fe49-4b22-a3c9-40fa37f36015\"], \"total_duration\": 203.0, \"total_sessions\": 3, \"mean_week_duration\": 4.06}, \"27999\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-10-05 19:45:27.000000+00:00\", \"2020-09-10 18:46:08.000000+00:00\"], \"session_ids\": [\"fde080b4-a9fa-42c0-87eb-441506d4c170\", \"9ac9cee8-2b2b-4f93-9340-3acbc7c11602\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the lowest total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": false, \"quant_to_remain\": -1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"31829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-05-14 15:44:02.000000+00:00\", \"2022-04-29 22:19:54.000000+00:00\"], \"session_ids\": [\"acbfffbb-d7bd-4ead-978b-7ffa773e553f\", \"abbdd8ee-ed89-444f-b75d-b118da6764fc\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 6.02}}, {\"87148\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-05-06 10:27:05.000000+00:00\", \"2020-04-01 15:14:22.000000+00:00\"], \"session_ids\": [\"ba852d1e-6ead-4280-80ef-acaa937a2230\", \"702ed930-bc1c-407d-8875-9f7ebac37868\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 2.632}}, {\"73111\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-23 00:49:16.000000+00:00\", \"2019-12-16 05:34:18.000000+00:00\"], \"session_ids\": [\"69262c83-5f30-4367-8ce4-d505778cbbd1\", \"73913b7b-871e-4bc7-82fd-3a24d596409f\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 1.936}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"31829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-05-14 15:44:02.000000+00:00\", \"2022-04-29 22:19:54.000000+00:00\"], \"session_ids\": [\"acbfffbb-d7bd-4ead-978b-7ffa773e553f\", \"abbdd8ee-ed89-444f-b75d-b118da6764fc\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 6.02}}, {\"87148\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-05-06 10:27:05.000000+00:00\", \"2020-04-01 15:14:22.000000+00:00\"], \"session_ids\": [\"ba852d1e-6ead-4280-80ef-acaa937a2230\", \"702ed930-bc1c-407d-8875-9f7ebac37868\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 2.632}}, {\"73111\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-23 00:49:16.000000+00:00\", \"2019-12-16 05:34:18.000000+00:00\"], \"session_ids\": [\"69262c83-5f30-4367-8ce4-d505778cbbd1\", \"73913b7b-871e-4bc7-82fd-3a24d596409f\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 1.936}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"31829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-05-14 15:44:02.000000+00:00\", \"2022-04-29 22:19:54.000000+00:00\"], \"session_ids\": [\"acbfffbb-d7bd-4ead-978b-7ffa773e553f\", \"abbdd8ee-ed89-444f-b75d-b118da6764fc\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 6.02}}, {\"87148\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-05-06 10:27:05.000000+00:00\", \"2020-04-01 15:14:22.000000+00:00\"], \"session_ids\": [\"ba852d1e-6ead-4280-80ef-acaa937a2230\", \"702ed930-bc1c-407d-8875-9f7ebac37868\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 2.632}}, {\"73111\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-23 00:49:16.000000+00:00\", \"2019-12-16 05:34:18.000000+00:00\"], \"session_ids\": [\"69262c83-5f30-4367-8ce4-d505778cbbd1\", \"73913b7b-871e-4bc7-82fd-3a24d596409f\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 1.936}}]\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[{\"31829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Paris\", \"datetimes\": [\"2021-05-14 15:44:02.000000+00:00\", \"2022-04-29 22:19:54.000000+00:00\"], \"session_ids\": [\"acbfffbb-d7bd-4ead-978b-7ffa773e553f\", \"abbdd8ee-ed89-444f-b75d-b118da6764fc\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 6.02}}, {\"87148\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-05-06 10:27:05.000000+00:00\", \"2020-04-01 15:14:22.000000+00:00\"], \"session_ids\": [\"ba852d1e-6ead-4280-80ef-acaa937a2230\", \"702ed930-bc1c-407d-8875-9f7ebac37868\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 2.632}}, {\"73111\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-23 00:49:16.000000+00:00\", \"2019-12-16 05:34:18.000000+00:00\"], \"session_ids\": [\"69262c83-5f30-4367-8ce4-d505778cbbd1\", \"73913b7b-871e-4bc7-82fd-3a24d596409f\"], \"total_duration\": 271.0, \"total_sessions\": 2, \"mean_week_duration\": 1.936}}]\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 users whose total duration amount exceeds 781 while staying below 4965, exclusively 781 + do sorting by overall quantity of sessions from the smallest to the largest."
}
] |
[
{
"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{\"28475\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-20 18:06:45.000000+00:00\", \"2023-01-07 05:21:04.000000+00:00\", \"2023-02-12 19:58:26.000000+00:00\", \"2020-09-11 22:34:12.000000+00:00\", \"2021-02-06 00:36:57.000000+00:00\", \"2019-11-14 19:01:51.000000+00:00\", \"2020-07-19 23:54:03.000000+00:00\", \"2019-11-27 05:26:30.000000+00:00\", \"2022-05-20 23:54:44.000000+00:00\"], \"session_ids\": [\"03505568-f003-42b7-8873-c4a6fde27fc9\", \"d7f22b58-1bfe-4d81-bbaa-489d04ec3900\", \"c07ab912-9875-4319-b35f-671d1a95118c\", \"47a152f8-2448-4f29-83ff-57aad3aef06c\", \"a57e910e-fa6e-49ac-b2dd-c469cfd4f88c\", \"f407ca07-949a-40b3-a2dd-d1bd58be80f1\", \"c43fe9f6-f3c2-403c-a4d7-03555c13b442\", \"2d5f2d4f-772f-49b0-8f94-6b7df71087dd\", \"8dd4f7b1-b0b8-41a5-b944-a6daad544ee9\"], \"total_duration\": 3326.0, \"total_sessions\": 9, \"mean_week_duration\": 18.685}, \"94208\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-12-02 22:00:27.000000+00:00\", \"2019-06-06 19:26:07.000000+00:00\"], \"session_ids\": [\"5af3354b-3e22-4d03-bfe5-395a00f50b4d\", \"dc41122c-9449-4fe9-ae89-1a5796d18324\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 1.723}, \"41955\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-24 23:39:25.000000+00:00\", \"2019-04-13 03:49:23.000000+00:00\", \"2021-07-12 18:24:22.000000+00:00\", \"2019-03-29 02:52:01.000000+00:00\"], \"session_ids\": [\"705d8b30-1600-489c-8efb-0b1636b2c14b\", \"5d7cb4e3-6101-4165-81bb-2272923e2560\", \"3c35357b-00bf-4812-adbd-3beb2e30015a\", \"69b16300-4bb0-4804-846c-41eee602b610\"], \"total_duration\": 1159.0, \"total_sessions\": 4, \"mean_week_duration\": 9.658}, \"81060\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-18 12:51:31.000000+00:00\", \"2022-01-04 22:21:58.000000+00:00\"], \"session_ids\": [\"b599c237-f1e9-407a-a475-8def14de5d65\", \"d71a685f-8664-43fb-934a-4bb2079008dd\"], \"total_duration\": 459.0, \"total_sessions\": 2, \"mean_week_duration\": 7.78}, \"94156\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-18 10:50:08.000000+00:00\", \"2020-04-05 21:33:38.000000+00:00\", \"2019-02-15 01:39:16.000000+00:00\", \"2021-12-12 01:43:45.000000+00:00\", \"2019-09-18 07:13:24.000000+00:00\"], \"session_ids\": [\"285191b1-94fc-4576-8c94-2980d906fb20\", \"1a0a0dfe-bcd5-4abd-828a-e512819b2eee\", \"e25b46ac-4a3a-4724-9cf0-40b522f70054\", \"c2d1072b-9b28-4547-9cb4-69858edaaed0\", \"fad50170-a569-44e4-a983-88b4cb779655\"], \"total_duration\": 2125.0, \"total_sessions\": 5, \"mean_week_duration\": 14.358}, \"71545\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-15 07:41:11.000000+00:00\", \"2019-10-25 15:52:30.000000+00:00\", \"2019-10-31 11:18:10.000000+00:00\", \"2022-08-12 21:08:33.000000+00:00\", \"2019-12-18 17:13:03.000000+00:00\"], \"session_ids\": [\"373513b1-ffa5-4707-95cf-9de7f8b068fc\", \"f9fffa13-5540-4718-85d0-23876f9615a0\", \"bef03681-c25b-4e54-b2d6-912722324be9\", \"03150283-9827-4c45-aed8-f1f8dd671a6a\", \"c198f7c3-8fe6-4dd4-a700-e2420c3a2484\"], \"total_duration\": 282.0, \"total_sessions\": 5, \"mean_week_duration\": 1.932}, \"60033\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-07-16 13:02:56.000000+00:00\", \"2019-05-21 13:49:15.000000+00:00\"], \"session_ids\": [\"fd45fe01-4947-4018-8a5a-513bc061db20\", \"6f5e28dc-5c4f-4044-91e2-69ca228a9d00\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.265}, \"13890\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-05-05 14:21:38.000000+00:00\", \"2023-05-22 11:59:00.000000+00:00\"], \"session_ids\": [\"81871627-e794-4cc7-ba43-c749806d0cc0\", \"15a01b2f-f5d1-4734-aa0e-ac3cd116ac15\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.327}, \"10897\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2019-02-28 11:42:44.000000+00:00\", \"2020-10-30 22:13:49.000000+00:00\"], \"session_ids\": [\"bb0865a8-de5d-444e-8df8-77d38ad5c729\", \"d14df4be-c7f7-4b6c-99ab-ad36ae0eb337\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 1.989}, \"49620\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-07-10 11:42:36.000000+00:00\", \"2021-03-23 20:25:54.000000+00:00\"], \"session_ids\": [\"46bcb0d3-c31d-4a3a-962f-29cce8cb240a\", \"5b92315f-e967-44f8-8fdd-fc7f23b7f083\"], \"total_duration\": 408.0, \"total_sessions\": 2, \"mean_week_duration\": 4.584}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 781 and are equal or less than 4965"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[781, 4965]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"28475\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-20 18:06:45.000000+00:00\", \"2023-01-07 05:21:04.000000+00:00\", \"2023-02-12 19:58:26.000000+00:00\", \"2020-09-11 22:34:12.000000+00:00\", \"2021-02-06 00:36:57.000000+00:00\", \"2019-11-14 19:01:51.000000+00:00\", \"2020-07-19 23:54:03.000000+00:00\", \"2019-11-27 05:26:30.000000+00:00\", \"2022-05-20 23:54:44.000000+00:00\"], \"session_ids\": [\"03505568-f003-42b7-8873-c4a6fde27fc9\", \"d7f22b58-1bfe-4d81-bbaa-489d04ec3900\", \"c07ab912-9875-4319-b35f-671d1a95118c\", \"47a152f8-2448-4f29-83ff-57aad3aef06c\", \"a57e910e-fa6e-49ac-b2dd-c469cfd4f88c\", \"f407ca07-949a-40b3-a2dd-d1bd58be80f1\", \"c43fe9f6-f3c2-403c-a4d7-03555c13b442\", \"2d5f2d4f-772f-49b0-8f94-6b7df71087dd\", \"8dd4f7b1-b0b8-41a5-b944-a6daad544ee9\"], \"total_duration\": 3326.0, \"total_sessions\": 9, \"mean_week_duration\": 18.685}, \"41955\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-24 23:39:25.000000+00:00\", \"2019-04-13 03:49:23.000000+00:00\", \"2021-07-12 18:24:22.000000+00:00\", \"2019-03-29 02:52:01.000000+00:00\"], \"session_ids\": [\"705d8b30-1600-489c-8efb-0b1636b2c14b\", \"5d7cb4e3-6101-4165-81bb-2272923e2560\", \"3c35357b-00bf-4812-adbd-3beb2e30015a\", \"69b16300-4bb0-4804-846c-41eee602b610\"], \"total_duration\": 1159.0, \"total_sessions\": 4, \"mean_week_duration\": 9.658}, \"94156\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-18 10:50:08.000000+00:00\", \"2020-04-05 21:33:38.000000+00:00\", \"2019-02-15 01:39:16.000000+00:00\", \"2021-12-12 01:43:45.000000+00:00\", \"2019-09-18 07:13:24.000000+00:00\"], \"session_ids\": [\"285191b1-94fc-4576-8c94-2980d906fb20\", \"1a0a0dfe-bcd5-4abd-828a-e512819b2eee\", \"e25b46ac-4a3a-4724-9cf0-40b522f70054\", \"c2d1072b-9b28-4547-9cb4-69858edaaed0\", \"fad50170-a569-44e4-a983-88b4cb779655\"], \"total_duration\": 2125.0, \"total_sessions\": 5, \"mean_week_duration\": 14.358}}\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[{\"41955\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-24 23:39:25.000000+00:00\", \"2019-04-13 03:49:23.000000+00:00\", \"2021-07-12 18:24:22.000000+00:00\", \"2019-03-29 02:52:01.000000+00:00\"], \"session_ids\": [\"705d8b30-1600-489c-8efb-0b1636b2c14b\", \"5d7cb4e3-6101-4165-81bb-2272923e2560\", \"3c35357b-00bf-4812-adbd-3beb2e30015a\", \"69b16300-4bb0-4804-846c-41eee602b610\"], \"total_duration\": 1159.0, \"total_sessions\": 4, \"mean_week_duration\": 9.658}}, {\"94156\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-18 10:50:08.000000+00:00\", \"2020-04-05 21:33:38.000000+00:00\", \"2019-02-15 01:39:16.000000+00:00\", \"2021-12-12 01:43:45.000000+00:00\", \"2019-09-18 07:13:24.000000+00:00\"], \"session_ids\": [\"285191b1-94fc-4576-8c94-2980d906fb20\", \"1a0a0dfe-bcd5-4abd-828a-e512819b2eee\", \"e25b46ac-4a3a-4724-9cf0-40b522f70054\", \"c2d1072b-9b28-4547-9cb4-69858edaaed0\", \"fad50170-a569-44e4-a983-88b4cb779655\"], \"total_duration\": 2125.0, \"total_sessions\": 5, \"mean_week_duration\": 14.358}}, {\"28475\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-20 18:06:45.000000+00:00\", \"2023-01-07 05:21:04.000000+00:00\", \"2023-02-12 19:58:26.000000+00:00\", \"2020-09-11 22:34:12.000000+00:00\", \"2021-02-06 00:36:57.000000+00:00\", \"2019-11-14 19:01:51.000000+00:00\", \"2020-07-19 23:54:03.000000+00:00\", \"2019-11-27 05:26:30.000000+00:00\", \"2022-05-20 23:54:44.000000+00:00\"], \"session_ids\": [\"03505568-f003-42b7-8873-c4a6fde27fc9\", \"d7f22b58-1bfe-4d81-bbaa-489d04ec3900\", \"c07ab912-9875-4319-b35f-671d1a95118c\", \"47a152f8-2448-4f29-83ff-57aad3aef06c\", \"a57e910e-fa6e-49ac-b2dd-c469cfd4f88c\", \"f407ca07-949a-40b3-a2dd-d1bd58be80f1\", \"c43fe9f6-f3c2-403c-a4d7-03555c13b442\", \"2d5f2d4f-772f-49b0-8f94-6b7df71087dd\", \"8dd4f7b1-b0b8-41a5-b944-a6daad544ee9\"], \"total_duration\": 3326.0, \"total_sessions\": 9, \"mean_week_duration\": 18.685}}]\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[{\"41955\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-01-24 23:39:25.000000+00:00\", \"2019-04-13 03:49:23.000000+00:00\", \"2021-07-12 18:24:22.000000+00:00\", \"2019-03-29 02:52:01.000000+00:00\"], \"session_ids\": [\"705d8b30-1600-489c-8efb-0b1636b2c14b\", \"5d7cb4e3-6101-4165-81bb-2272923e2560\", \"3c35357b-00bf-4812-adbd-3beb2e30015a\", \"69b16300-4bb0-4804-846c-41eee602b610\"], \"total_duration\": 1159.0, \"total_sessions\": 4, \"mean_week_duration\": 9.658}}, {\"94156\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-04-18 10:50:08.000000+00:00\", \"2020-04-05 21:33:38.000000+00:00\", \"2019-02-15 01:39:16.000000+00:00\", \"2021-12-12 01:43:45.000000+00:00\", \"2019-09-18 07:13:24.000000+00:00\"], \"session_ids\": [\"285191b1-94fc-4576-8c94-2980d906fb20\", \"1a0a0dfe-bcd5-4abd-828a-e512819b2eee\", \"e25b46ac-4a3a-4724-9cf0-40b522f70054\", \"c2d1072b-9b28-4547-9cb4-69858edaaed0\", \"fad50170-a569-44e4-a983-88b4cb779655\"], \"total_duration\": 2125.0, \"total_sessions\": 5, \"mean_week_duration\": 14.358}}, {\"28475\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-09-20 18:06:45.000000+00:00\", \"2023-01-07 05:21:04.000000+00:00\", \"2023-02-12 19:58:26.000000+00:00\", \"2020-09-11 22:34:12.000000+00:00\", \"2021-02-06 00:36:57.000000+00:00\", \"2019-11-14 19:01:51.000000+00:00\", \"2020-07-19 23:54:03.000000+00:00\", \"2019-11-27 05:26:30.000000+00:00\", \"2022-05-20 23:54:44.000000+00:00\"], \"session_ids\": [\"03505568-f003-42b7-8873-c4a6fde27fc9\", \"d7f22b58-1bfe-4d81-bbaa-489d04ec3900\", \"c07ab912-9875-4319-b35f-671d1a95118c\", \"47a152f8-2448-4f29-83ff-57aad3aef06c\", \"a57e910e-fa6e-49ac-b2dd-c469cfd4f88c\", \"f407ca07-949a-40b3-a2dd-d1bd58be80f1\", \"c43fe9f6-f3c2-403c-a4d7-03555c13b442\", \"2d5f2d4f-772f-49b0-8f94-6b7df71087dd\", \"8dd4f7b1-b0b8-41a5-b944-a6daad544ee9\"], \"total_duration\": 3326.0, \"total_sessions\": 9, \"mean_week_duration\": 18.685}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me user who is living in cities Stockholm, Nairobi, Rome additionaly perform sorting by sessions total in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"26178\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-02-28 06:08:17.000000+00:00\", \"2021-02-27 15:25:22.000000+00:00\", \"2019-05-30 01:16:31.000000+00:00\"], \"session_ids\": [\"eff5fe05-7197-477c-8634-07ac9eb88ab8\", \"056abe9f-4be0-4b2e-8a98-aed019864cd0\", \"3b9b351e-ef35-45d7-ac83-eaff90a8b4a4\"], \"total_duration\": 196.0, \"total_sessions\": 3, \"mean_week_duration\": 1.361}, \"38604\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-20 12:14:24.000000+00:00\", \"2021-11-06 13:07:25.000000+00:00\", \"2022-05-06 01:43:12.000000+00:00\"], \"session_ids\": [\"e46bbe15-66b3-42d1-901f-24545e58f922\", \"16f8f90f-ebee-4956-80c1-7f65b111e26c\", \"f861ece0-c53e-41c8-92e2-75748010151f\"], \"total_duration\": 160.0, \"total_sessions\": 3, \"mean_week_duration\": 1.798}, \"11133\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-01-16 08:54:27.000000+00:00\", \"2022-03-14 06:28:28.000000+00:00\"], \"session_ids\": [\"af048bf1-fc7a-4cbe-b8e3-0f61e3f51b0e\", \"6491a181-ef2b-497b-9d95-d42768c331d7\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 29.75}, \"46457\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-09-02 04:00:42.000000+00:00\", \"2020-05-31 00:14:19.000000+00:00\"], \"session_ids\": [\"6a92a3da-398c-41a3-ac29-d354d87fd12d\", \"79327926-50e0-4298-88d0-be7afeb594c8\"], \"total_duration\": 240.0, \"total_sessions\": 2, \"mean_week_duration\": 3.636}, \"31722\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-08-22 16:39:29.000000+00:00\", \"2020-10-19 10:10:04.000000+00:00\"], \"session_ids\": [\"3b431b46-010c-478b-bde0-89bf61085493\", \"b9b0d04d-03e2-4606-82c7-bd7683ffddd3\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 4.523}, \"90914\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-18 02:17:49.000000+00:00\", \"2023-04-18 00:07:38.000000+00:00\"], \"session_ids\": [\"2a57ed09-c95c-4f95-9ac4-3b896016357c\", \"aa54189a-66b5-4c57-bc79-258a3ee1fe58\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.571}, \"66318\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-01-28 06:54:04.000000+00:00\", \"2020-02-11 20:51:15.000000+00:00\"], \"session_ids\": [\"e8adfb30-305f-4a21-ba43-319a92a65336\", \"48b6ba98-94fa-4ec6-96f0-39ac7b253adf\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.381}, \"67180\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-04-07 09:19:25.000000+00:00\", \"2023-05-05 07:35:40.000000+00:00\"], \"session_ids\": [\"b70e02c2-a1f5-49fa-94cb-0cf6d6e1358e\", \"c63a010f-c8b5-4a01-ae37-808a71d00007\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.348}, \"82370\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-08 01:39:37.000000+00:00\", \"2020-10-19 23:09:31.000000+00:00\"], \"session_ids\": [\"1b3755e6-7df6-4ebf-9a41-badf63d9c71d\", \"7b281422-7aa7-473e-9068-7e3a0234eb47\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.31}, \"53675\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-12-03 16:20:40.000000+00:00\", \"2020-07-30 03:35:13.000000+00:00\"], \"session_ids\": [\"6866b265-58b1-46ab-a4c3-142165786ea1\", \"7ea4f7b3-8d71-49fb-8e92-4257cd5d4b62\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 6.278}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Stockholm, Nairobi, Rome"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Stockholm\", \"Nairobi\", \"Rome\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about users with a quantity of sessions that is above 10 and below 3, exclusively 3 and 10 plus implement sorting by urban center name in descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94809\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-02-13 13:00:21.000000+00:00\", \"2022-02-27 19:58:42.000000+00:00\", \"2020-01-16 09:45:56.000000+00:00\", \"2020-01-29 20:09:55.000000+00:00\", \"2019-08-11 23:12:11.000000+00:00\", \"2019-06-26 21:57:28.000000+00:00\"], \"session_ids\": [\"47b0668b-df32-416f-974d-eaf232e94c4c\", \"ca8e212a-da2a-42e1-b6bc-855f1692900d\", \"f18a2d02-ca5e-4b11-8a74-98715c7fb007\", \"dea76895-df42-4812-8644-03d66cd957cf\", \"1b7dbe92-9e87-4a98-a589-612ec6bdb3eb\", \"cac8e63e-aa99-4412-b476-2eccb2184223\"], \"total_duration\": 625.0, \"total_sessions\": 6, \"mean_week_duration\": 3.289}, \"79427\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-20 18:03:11.000000+00:00\", \"2022-04-29 10:51:56.000000+00:00\"], \"session_ids\": [\"01dfdbbc-604e-4d99-b8f7-cd41f4333a36\", \"84a2a7ed-79a6-4975-9fcc-8d8b0686fa2e\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}, \"93022\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-05 17:43:31.000000+00:00\", \"2023-01-11 11:03:49.000000+00:00\"], \"session_ids\": [\"832ac68b-2671-4cb6-8158-1877fc04289e\", \"9564a535-0e78-4777-a99a-67a05dd66c89\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 2.124}, \"56911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-03-17 13:45:26.000000+00:00\", \"2021-05-13 10:24:50.000000+00:00\"], \"session_ids\": [\"a3f36fdf-a336-48a5-82c7-7f881833ef21\", \"e5172062-f112-4891-aa0b-5cc0d5436071\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 57.125}, \"69659\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-15 16:29:42.000000+00:00\", \"2020-05-22 05:42:53.000000+00:00\"], \"session_ids\": [\"f270fb79-5a52-4b07-aa25-e61b34410926\", \"8717735a-aa5e-42e3-ba78-73f8ffc1782d\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 1.211}, \"4193\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2020-03-16 00:40:54.000000+00:00\", \"2022-05-14 02:03:49.000000+00:00\", \"2021-06-05 13:32:59.000000+00:00\", \"2020-11-11 02:45:47.000000+00:00\"], \"session_ids\": [\"08d5344f-e4a1-4e85-97fe-a3f83a212f8a\", \"9f39fe80-1461-426b-aced-07addaf70a9a\", \"c34602e1-398f-49d0-a225-0a3eca71aac6\", \"7db73294-a959-45f8-b06d-bb468a4513c9\"], \"total_duration\": 174.0, \"total_sessions\": 4, \"mean_week_duration\": 1.54}, \"13569\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-14 00:24:58.000000+00:00\", \"2019-03-20 07:48:49.000000+00:00\"], \"session_ids\": [\"a0549b0f-cea1-4074-a6b7-2c1a71f3bf4f\", \"167d8558-bfc1-4867-afc1-b039910a9fd8\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 1.469}, \"73791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-10-31 19:48:11.000000+00:00\", \"2023-06-09 14:02:38.000000+00:00\"], \"session_ids\": [\"9858a8de-6c05-4892-83e3-752921b598aa\", \"af5c7459-e997-41d0-86f7-8b440eed778d\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.537}, \"77812\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-10-11 19:43:45.000000+00:00\", \"2021-08-16 16:52:28.000000+00:00\", \"2020-03-15 12:16:59.000000+00:00\", \"2021-03-13 03:22:27.000000+00:00\", \"2022-06-21 05:47:38.000000+00:00\"], \"session_ids\": [\"6148f308-a7e9-43dc-8552-a3c355bba16b\", \"4badc772-965b-4635-ac84-94d0a6f6292f\", \"ad1f282d-ee16-4609-89dc-8b2a7036089e\", \"1fc952f9-a262-49e6-8c1f-58b6153adc73\", \"fe2a97ff-2d8e-42d2-8d4b-493f2f2ceb0f\"], \"total_duration\": 1557.0, \"total_sessions\": 5, \"mean_week_duration\": 11.533}, \"61553\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-01-30 20:03:17.000000+00:00\", \"2022-01-23 01:42:14.000000+00:00\", \"2020-10-02 15:07:53.000000+00:00\", \"2019-01-16 08:35:37.000000+00:00\"], \"session_ids\": [\"f7259bc7-ab8d-49bd-a44c-a2ed45bb3911\", \"1bb59642-91da-4ac6-a040-a95c2dc86915\", \"26584bbb-b69e-473f-a17e-b5cba03e72ae\", \"0fc2d27a-f368-4062-be5b-39d00bc2153c\"], \"total_duration\": 199.0, \"total_sessions\": 4, \"mean_week_duration\": 0.943}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 3 and are greater than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[3, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"79427\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-20 18:03:11.000000+00:00\", \"2022-04-29 10:51:56.000000+00:00\"], \"session_ids\": [\"01dfdbbc-604e-4d99-b8f7-cd41f4333a36\", \"84a2a7ed-79a6-4975-9fcc-8d8b0686fa2e\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}, \"93022\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-05 17:43:31.000000+00:00\", \"2023-01-11 11:03:49.000000+00:00\"], \"session_ids\": [\"832ac68b-2671-4cb6-8158-1877fc04289e\", \"9564a535-0e78-4777-a99a-67a05dd66c89\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 2.124}, \"56911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-03-17 13:45:26.000000+00:00\", \"2021-05-13 10:24:50.000000+00:00\"], \"session_ids\": [\"a3f36fdf-a336-48a5-82c7-7f881833ef21\", \"e5172062-f112-4891-aa0b-5cc0d5436071\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 57.125}, \"69659\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-15 16:29:42.000000+00:00\", \"2020-05-22 05:42:53.000000+00:00\"], \"session_ids\": [\"f270fb79-5a52-4b07-aa25-e61b34410926\", \"8717735a-aa5e-42e3-ba78-73f8ffc1782d\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 1.211}, \"13569\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-14 00:24:58.000000+00:00\", \"2019-03-20 07:48:49.000000+00:00\"], \"session_ids\": [\"a0549b0f-cea1-4074-a6b7-2c1a71f3bf4f\", \"167d8558-bfc1-4867-afc1-b039910a9fd8\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 1.469}, \"73791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-10-31 19:48:11.000000+00:00\", \"2023-06-09 14:02:38.000000+00:00\"], \"session_ids\": [\"9858a8de-6c05-4892-83e3-752921b598aa\", \"af5c7459-e997-41d0-86f7-8b440eed778d\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.537}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"56911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-03-17 13:45:26.000000+00:00\", \"2021-05-13 10:24:50.000000+00:00\"], \"session_ids\": [\"a3f36fdf-a336-48a5-82c7-7f881833ef21\", \"e5172062-f112-4891-aa0b-5cc0d5436071\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 57.125}}, {\"73791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-10-31 19:48:11.000000+00:00\", \"2023-06-09 14:02:38.000000+00:00\"], \"session_ids\": [\"9858a8de-6c05-4892-83e3-752921b598aa\", \"af5c7459-e997-41d0-86f7-8b440eed778d\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.537}}, {\"79427\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-20 18:03:11.000000+00:00\", \"2022-04-29 10:51:56.000000+00:00\"], \"session_ids\": [\"01dfdbbc-604e-4d99-b8f7-cd41f4333a36\", \"84a2a7ed-79a6-4975-9fcc-8d8b0686fa2e\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}}, {\"93022\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-05 17:43:31.000000+00:00\", \"2023-01-11 11:03:49.000000+00:00\"], \"session_ids\": [\"832ac68b-2671-4cb6-8158-1877fc04289e\", \"9564a535-0e78-4777-a99a-67a05dd66c89\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 2.124}}, {\"69659\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-15 16:29:42.000000+00:00\", \"2020-05-22 05:42:53.000000+00:00\"], \"session_ids\": [\"f270fb79-5a52-4b07-aa25-e61b34410926\", \"8717735a-aa5e-42e3-ba78-73f8ffc1782d\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 1.211}}, {\"13569\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-14 00:24:58.000000+00:00\", \"2019-03-20 07:48:49.000000+00:00\"], \"session_ids\": [\"a0549b0f-cea1-4074-a6b7-2c1a71f3bf4f\", \"167d8558-bfc1-4867-afc1-b039910a9fd8\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 1.469}}]\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[{\"56911\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-03-17 13:45:26.000000+00:00\", \"2021-05-13 10:24:50.000000+00:00\"], \"session_ids\": [\"a3f36fdf-a336-48a5-82c7-7f881833ef21\", \"e5172062-f112-4891-aa0b-5cc0d5436071\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 57.125}}, {\"73791\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-10-31 19:48:11.000000+00:00\", \"2023-06-09 14:02:38.000000+00:00\"], \"session_ids\": [\"9858a8de-6c05-4892-83e3-752921b598aa\", \"af5c7459-e997-41d0-86f7-8b440eed778d\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 0.537}}, {\"79427\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 5}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-10-20 18:03:11.000000+00:00\", \"2022-04-29 10:51:56.000000+00:00\"], \"session_ids\": [\"01dfdbbc-604e-4d99-b8f7-cd41f4333a36\", \"84a2a7ed-79a6-4975-9fcc-8d8b0686fa2e\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.362}}, {\"93022\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-05 17:43:31.000000+00:00\", \"2023-01-11 11:03:49.000000+00:00\"], \"session_ids\": [\"832ac68b-2671-4cb6-8158-1877fc04289e\", \"9564a535-0e78-4777-a99a-67a05dd66c89\"], \"total_duration\": 223.0, \"total_sessions\": 2, \"mean_week_duration\": 2.124}}, {\"69659\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-01-15 16:29:42.000000+00:00\", \"2020-05-22 05:42:53.000000+00:00\"], \"session_ids\": [\"f270fb79-5a52-4b07-aa25-e61b34410926\", \"8717735a-aa5e-42e3-ba78-73f8ffc1782d\"], \"total_duration\": 23.0, \"total_sessions\": 2, \"mean_week_duration\": 1.211}}, {\"13569\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-04-14 00:24:58.000000+00:00\", \"2019-03-20 07:48:49.000000+00:00\"], \"session_ids\": [\"a0549b0f-cea1-4074-a6b7-2c1a71f3bf4f\", \"167d8558-bfc1-4867-afc1-b039910a9fd8\"], \"total_duration\": 313.0, \"total_sessions\": 2, \"mean_week_duration\": 1.469}}]\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 3 users whose average week duration is smaller than 35 (not including) and bigger than 21 (not including) , and do sorting by time in app per week ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"2940\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-18 15:00:15.000000+00:00\", \"2020-03-26 16:09:11.000000+00:00\", \"2019-03-29 00:42:40.000000+00:00\", \"2020-12-29 13:02:45.000000+00:00\"], \"session_ids\": [\"4a9f85fa-3fa7-4bb1-8e35-41291c298266\", \"d2abae69-6d3b-446a-8351-3397447ad72b\", \"682caa9d-2f38-4260-b328-6ad81599080b\", \"31c58b6d-67eb-431b-bb8c-72d6b7eca4bb\"], \"total_duration\": 124.0, \"total_sessions\": 4, \"mean_week_duration\": 1.305}, \"22819\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-06-26 09:43:58.000000+00:00\", \"2020-01-21 17:53:44.000000+00:00\"], \"session_ids\": [\"f54a58be-199e-496c-a9c1-756c816a677a\", \"fb85eb33-31ec-44ae-96ad-221acc718e33\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 1.196}, \"73707\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-20 05:49:31.000000+00:00\", \"2019-04-08 08:15:34.000000+00:00\", \"2019-04-04 02:49:33.000000+00:00\"], \"session_ids\": [\"5dcf139c-e72e-403e-b779-16f5ecb391c8\", \"42531aa1-f689-42b3-be1e-c743466fb6ad\", \"348c4726-cfc9-4563-83f7-e48f3c6b19fd\"], \"total_duration\": 246.0, \"total_sessions\": 3, \"mean_week_duration\": 22.364}, \"6687\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-25 17:37:29.000000+00:00\", \"2021-10-07 09:19:24.000000+00:00\", \"2019-02-03 13:03:34.000000+00:00\", \"2020-11-18 08:44:48.000000+00:00\", \"2021-07-29 11:44:05.000000+00:00\", \"2020-02-27 04:08:25.000000+00:00\", \"2019-08-28 07:47:13.000000+00:00\"], \"session_ids\": [\"7de29a67-62ad-4597-8d97-468472cc55d9\", \"5eaf7c8f-ca42-4ff8-b39b-2a18a92ca1c8\", \"c96696e5-7394-4403-8173-23f5caa9f9cb\", \"fd1d7c12-84f6-4b5e-a7b3-b30f5f54ea66\", \"dd580e35-c764-4b68-8e43-3326e75e46e8\", \"48a4b6dd-1390-4b34-9ee8-db34fb707c1e\", \"cdc91d5f-18d2-4740-a7b1-24b8d26be0c9\"], \"total_duration\": 8442.0, \"total_sessions\": 7, \"mean_week_duration\": 60.3}, \"48367\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-09-29 05:24:01.000000+00:00\", \"2019-03-09 07:16:16.000000+00:00\"], \"session_ids\": [\"667df203-9645-409c-a0f5-ccca7ec69506\", \"5f13f436-b706-4769-80e1-e19fbba41436\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 1.419}, \"36885\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-02-14 16:15:59.000000+00:00\", \"2019-01-06 23:13:42.000000+00:00\"], \"session_ids\": [\"6c3802d8-2010-44a5-89a8-5171f293c673\", \"9cf50c5f-09c7-4949-87c0-96d6e8dffd34\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.069}, \"52890\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-07-18 14:06:48.000000+00:00\", \"2019-11-03 18:26:52.000000+00:00\", \"2023-05-20 10:54:02.000000+00:00\", \"2020-09-19 02:37:17.000000+00:00\", \"2021-01-10 19:10:00.000000+00:00\", \"2019-11-11 19:28:37.000000+00:00\", \"2021-07-01 00:08:08.000000+00:00\", \"2021-12-24 08:57:23.000000+00:00\", \"2020-12-15 04:21:29.000000+00:00\", \"2021-10-02 05:00:05.000000+00:00\", \"2022-05-13 03:19:45.000000+00:00\"], \"session_ids\": [\"b8a4cfa0-ae05-495e-8cc5-92a703afd68f\", \"42569c67-dc9a-4dc2-9ce3-8f23d67cd113\", \"c9bf3fd6-33ae-4862-8dfd-40464e0996c4\", \"110b5d0d-d1b2-46d7-827a-0fd7508e59b7\", \"2457202d-d9ae-46b5-a721-23e0b131ca96\", \"9d867906-d513-45d8-9c91-d397f85bbf2c\", \"15657230-7614-438a-8c6b-828c12ba7352\", \"db701a40-1a88-4e5a-938c-737918b2a376\", \"ed00f31a-5f7d-493a-801b-aed1bea6862a\", \"cbbf9b84-7a91-4afb-ab30-310f6a3e4d5a\", \"715b9c2b-fbf9-49b5-9e10-a9cb974794e4\"], \"total_duration\": 15812.0, \"total_sessions\": 11, \"mean_week_duration\": 85.47}, \"82469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-10 12:45:49.000000+00:00\", \"2020-03-17 16:36:49.000000+00:00\"], \"session_ids\": [\"b528a6ce-83a3-47c8-96d3-4cbc7f3e6755\", \"a87a405c-6c22-4834-9d64-74a519ea19fa\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 30.333}, \"85435\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-31 09:44:55.000000+00:00\", \"2020-09-23 10:49:21.000000+00:00\", \"2021-02-17 23:15:10.000000+00:00\", \"2021-06-06 21:01:28.000000+00:00\"], \"session_ids\": [\"687a7ec7-bea8-431f-a0b7-4389accbabe7\", \"4586fece-b016-47a6-888d-fa8347951efb\", \"d1a052db-de02-4220-9ffb-fa0818781d04\", \"96dbe4e4-9340-4652-a590-a7588f3741f4\"], \"total_duration\": 425.0, \"total_sessions\": 4, \"mean_week_duration\": 5.986}, \"83694\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-05-27 01:26:00.000000+00:00\", \"2021-10-11 20:01:57.000000+00:00\"], \"session_ids\": [\"39ee0a8f-278e-402f-949a-e414d9da68d8\", \"916c64aa-8f7b-48cc-8ac9-462dd0a06244\"], \"total_duration\": 87.0, \"total_sessions\": 2, \"mean_week_duration\": 4.35}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 21 and are less than 35"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[21, 35]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"73707\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-20 05:49:31.000000+00:00\", \"2019-04-08 08:15:34.000000+00:00\", \"2019-04-04 02:49:33.000000+00:00\"], \"session_ids\": [\"5dcf139c-e72e-403e-b779-16f5ecb391c8\", \"42531aa1-f689-42b3-be1e-c743466fb6ad\", \"348c4726-cfc9-4563-83f7-e48f3c6b19fd\"], \"total_duration\": 246.0, \"total_sessions\": 3, \"mean_week_duration\": 22.364}, \"82469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-10 12:45:49.000000+00:00\", \"2020-03-17 16:36:49.000000+00:00\"], \"session_ids\": [\"b528a6ce-83a3-47c8-96d3-4cbc7f3e6755\", \"a87a405c-6c22-4834-9d64-74a519ea19fa\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 30.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"73707\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-20 05:49:31.000000+00:00\", \"2019-04-08 08:15:34.000000+00:00\", \"2019-04-04 02:49:33.000000+00:00\"], \"session_ids\": [\"5dcf139c-e72e-403e-b779-16f5ecb391c8\", \"42531aa1-f689-42b3-be1e-c743466fb6ad\", \"348c4726-cfc9-4563-83f7-e48f3c6b19fd\"], \"total_duration\": 246.0, \"total_sessions\": 3, \"mean_week_duration\": 22.364}}, {\"82469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-10 12:45:49.000000+00:00\", \"2020-03-17 16:36:49.000000+00:00\"], \"session_ids\": [\"b528a6ce-83a3-47c8-96d3-4cbc7f3e6755\", \"a87a405c-6c22-4834-9d64-74a519ea19fa\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 30.333}}]\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[{\"73707\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-20 05:49:31.000000+00:00\", \"2019-04-08 08:15:34.000000+00:00\", \"2019-04-04 02:49:33.000000+00:00\"], \"session_ids\": [\"5dcf139c-e72e-403e-b779-16f5ecb391c8\", \"42531aa1-f689-42b3-be1e-c743466fb6ad\", \"348c4726-cfc9-4563-83f7-e48f3c6b19fd\"], \"total_duration\": 246.0, \"total_sessions\": 3, \"mean_week_duration\": 22.364}}, {\"82469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-10 12:45:49.000000+00:00\", \"2020-03-17 16:36:49.000000+00:00\"], \"session_ids\": [\"b528a6ce-83a3-47c8-96d3-4cbc7f3e6755\", \"a87a405c-6c22-4834-9d64-74a519ea19fa\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 30.333}}]\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[{\"73707\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-20 05:49:31.000000+00:00\", \"2019-04-08 08:15:34.000000+00:00\", \"2019-04-04 02:49:33.000000+00:00\"], \"session_ids\": [\"5dcf139c-e72e-403e-b779-16f5ecb391c8\", \"42531aa1-f689-42b3-be1e-c743466fb6ad\", \"348c4726-cfc9-4563-83f7-e48f3c6b19fd\"], \"total_duration\": 246.0, \"total_sessions\": 3, \"mean_week_duration\": 22.364}}, {\"82469\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-10 12:45:49.000000+00:00\", \"2020-03-17 16:36:49.000000+00:00\"], \"session_ids\": [\"b528a6ce-83a3-47c8-96d3-4cbc7f3e6755\", \"a87a405c-6c22-4834-9d64-74a519ea19fa\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 30.333}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about user who is inhabitant of cities Mexico City, Johannesburg, Cairo, San Jose, Warsaw, San Pedro, Hanoi and in addition do sorting by total amount of duration from the smallest value to the largest 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{\"19702\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 11, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-09-07 15:09:19.000000+00:00\", \"2022-07-07 10:28:28.000000+00:00\", \"2019-02-11 11:47:06.000000+00:00\"], \"session_ids\": [\"0afb325a-391d-479b-b8bd-29bd69c1c71b\", \"e1976300-be81-4b21-9edb-c88f4413da02\", \"665f7a83-f71d-45d4-8ac8-39e82f01d3f6\"], \"total_duration\": 64.0, \"total_sessions\": 3, \"mean_week_duration\": 0.36}, \"70388\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"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\": \"San Juan\", \"datetimes\": [\"2021-07-10 00:34:41.000000+00:00\", \"2021-12-12 22:58:03.000000+00:00\"], \"session_ids\": [\"d6b8b2ee-6dca-4361-bbf2-7e3d973cf1a6\", \"0503c944-f937-4a5a-8676-6e39db5663f0\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.652}, \"94329\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-02-07 09:36:00.000000+00:00\", \"2020-04-19 00:46:46.000000+00:00\"], \"session_ids\": [\"54ffffdf-cab7-4d0c-abd9-1731672d540a\", \"1522f6e8-1888-4ab0-8310-e556dd86d040\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.361}, \"54187\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-09-25 09:49:32.000000+00:00\", \"2022-02-24 14:02:34.000000+00:00\", \"2020-07-17 11:20:53.000000+00:00\", \"2022-04-02 12:08:24.000000+00:00\"], \"session_ids\": [\"a6dc141e-4b16-4e97-887a-248e2d97c38d\", \"c24d78e1-5789-4f0d-a065-d1b1ceedb649\", \"bd9694fd-ed90-4c9d-a55f-11bd77562261\", \"c1d7a8ac-578e-4bd9-8f9f-38ddf46db3b1\"], \"total_duration\": 1318.0, \"total_sessions\": 4, \"mean_week_duration\": 14.644}, \"27672\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-04-18 21:51:38.000000+00:00\", \"2021-02-06 02:05:07.000000+00:00\"], \"session_ids\": [\"5807a7fd-eb85-46e5-9829-2de5bf56e075\", \"81183a0c-5d6e-4435-88ff-eb1607e9bb98\"], \"total_duration\": 371.0, \"total_sessions\": 2, \"mean_week_duration\": 3.226}, \"56391\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"London\", \"datetimes\": [\"2019-02-09 11:05:14.000000+00:00\", \"2019-08-27 18:12:32.000000+00:00\", \"2019-04-29 10:55:06.000000+00:00\", \"2020-10-26 19:27:56.000000+00:00\"], \"session_ids\": [\"97044651-0fa2-4745-9918-b49a17a90cb4\", \"89826253-b4bb-455f-bead-d8ac5d6b406e\", \"35bfc0e8-e9a7-456a-9797-5b6101c0f0a4\", \"b9a3ddeb-a20d-4707-ab73-09415dafa747\"], \"total_duration\": 279.0, \"total_sessions\": 4, \"mean_week_duration\": 3.1}, \"28934\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-08-07 04:00:02.000000+00:00\", \"2023-06-17 15:38:42.000000+00:00\", \"2019-07-08 08:24:26.000000+00:00\", \"2020-06-17 13:23:53.000000+00:00\", \"2022-08-03 11:16:24.000000+00:00\", \"2021-09-19 05:19:55.000000+00:00\", \"2022-02-10 22:24:32.000000+00:00\", \"2023-02-28 01:47:55.000000+00:00\", \"2022-07-28 02:32:15.000000+00:00\"], \"session_ids\": [\"139b14a4-7720-43e0-9c57-0406400e6178\", \"156a7bab-d583-46bb-a261-29f1313cde95\", \"e9673983-d1f3-48b2-9bf9-6cb034eaa4de\", \"ff18484d-a39d-4d05-a55e-3be51ca51996\", \"bd71aaaa-46dd-47db-9f60-02b0199785ee\", \"ca48875b-f81c-4a1e-98bd-0effb18d8a58\", \"6f4cbad9-a956-4158-a495-0579d12f65b2\", \"6f4a5d4e-79f4-4ca6-aed5-b729402712b3\", \"d4b6da90-c0db-4389-bbda-65df91da2d53\"], \"total_duration\": 1051.0, \"total_sessions\": 9, \"mean_week_duration\": 5.102}, \"2680\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-02-03 18:13:56.000000+00:00\", \"2020-03-05 14:35:35.000000+00:00\", \"2022-07-20 06:26:04.000000+00:00\", \"2021-10-06 18:02:41.000000+00:00\", \"2019-10-28 11:11:57.000000+00:00\", \"2021-09-09 22:30:13.000000+00:00\"], \"session_ids\": [\"ee4efd81-ee17-4e06-ae38-0887c7ee9b46\", \"c06e70ea-d034-48a1-887d-e578e4fbbe47\", \"34ba6361-3883-4c7a-80d7-c1e1b6c98fe9\", \"c38f7d03-d585-45ee-8ac1-b2d04217bd09\", \"7c5d5d2e-b1d7-40a8-9beb-7dd989fbcc58\", \"b769b39a-e917-4fe7-8b2b-c871a79c8d27\"], \"total_duration\": 106.0, \"total_sessions\": 6, \"mean_week_duration\": 0.741}, \"14170\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-08-31 01:27:16.000000+00:00\", \"2020-06-03 09:10:16.000000+00:00\", \"2019-02-14 14:46:23.000000+00:00\", \"2020-06-21 00:13:50.000000+00:00\", \"2019-03-24 17:29:08.000000+00:00\"], \"session_ids\": [\"b1d38d06-ae7f-47f0-a62e-e896b443b368\", \"dbcecd43-da6d-4775-a060-7822397448d7\", \"5d8eb5c6-66ab-4fd4-a65a-1b420a08cfc6\", \"49965993-6989-4e37-a6f6-a6988ab86029\", \"87ffef19-366f-4fb1-82d3-03c5eaefccdc\"], \"total_duration\": 227.0, \"total_sessions\": 5, \"mean_week_duration\": 3.197}, \"54293\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-10-07 00:04:38.000000+00:00\", \"2020-04-18 18:08:34.000000+00:00\", \"2022-11-02 02:24:06.000000+00:00\"], \"session_ids\": [\"8be77cc5-1fba-4b60-9e15-5207fc3be1f7\", \"fec7ad5c-c09a-489d-854d-b4154ec5612a\", \"f8b6169d-6720-495c-ac64-c767c2dae51b\"], \"total_duration\": 939.0, \"total_sessions\": 3, \"mean_week_duration\": 7.06}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Mexico City, Johannesburg, Cairo, San Jose, Warsaw, San Pedro, Hanoi"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Mexico City\", \"Johannesburg\", \"Cairo\", \"San Jose\", \"Warsaw\", \"San Pedro\", \"Hanoi\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about user who currently lives in cities Santo Domingo, San Salvador, Sydney, Amsterdam, Paris also apply sorting by total sessions asc."
}
] |
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