conversations
list |
|---|
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me what you know about user with a duration of sessions per week that is higher than 3 and lower than 38, exclusive 3 and 38 in addition perform sorting by sessions summation ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31412\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-13 03:42:30.000000+00:00\", \"2020-04-04 16:12:13.000000+00:00\", \"2021-01-06 02:47:53.000000+00:00\", \"2021-11-22 08:02:57.000000+00:00\", \"2022-03-22 12:21:36.000000+00:00\", \"2020-05-13 08:42:51.000000+00:00\", \"2023-05-25 05:03:42.000000+00:00\", \"2022-05-13 11:54:48.000000+00:00\"], \"session_ids\": [\"a449b2ff-1bbd-4d3f-973d-d48922730acd\", \"826dac61-22d8-4f60-ac47-8a47bbdafaba\", \"f92f5cd3-7985-4912-87c6-c732e81d4f78\", \"d8bdc381-1895-4d03-881e-8b3528400930\", \"3af40e72-fad3-4544-92c4-f0cb5e7e3be4\", \"544191ed-c857-426c-9af0-e7cb9672075e\", \"3d7d0a11-5279-45f3-ae7e-f9607a7a4095\", \"589ba83c-ad5a-4e50-aea8-629387ea32ba\"], \"total_duration\": 852.0, \"total_sessions\": 8, \"mean_week_duration\": 4.508}, \"90257\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-02-15 10:20:34.000000+00:00\", \"2020-10-15 22:35:03.000000+00:00\", \"2021-06-17 21:16:29.000000+00:00\", \"2021-09-17 22:31:47.000000+00:00\"], \"session_ids\": [\"809d25ca-0c66-44c9-ad6a-e7f726aeb302\", \"6dc0ef49-06f5-429f-9953-be42d3287088\", \"4baf9318-00bb-40b0-b9e4-4596f31513f6\", \"045a3a7e-f6fe-4db6-a62b-41502b8526a6\"], \"total_duration\": 62.0, \"total_sessions\": 4, \"mean_week_duration\": 0.747}, \"95098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-28 06:46:41.000000+00:00\", \"2021-07-14 21:14:26.000000+00:00\"], \"session_ids\": [\"7efb88ab-9cd3-4a6b-80b4-2503f25a7d40\", \"bbfdb853-6fd1-4dce-800c-0de665e790f7\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 28.636}, \"38073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-07-08 12:39:28.000000+00:00\", \"2022-03-10 22:06:46.000000+00:00\"], \"session_ids\": [\"db1b82de-c125-4032-84e2-8d7e25ab2050\", \"98c4e360-59f6-484a-9211-0cf973d9bdb3\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 4.989}, \"46463\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-08-19 15:35:22.000000+00:00\", \"2022-07-07 05:35:36.000000+00:00\", \"2022-10-07 09:12:22.000000+00:00\"], \"session_ids\": [\"860bf0b2-c544-4b88-a286-61acf21a1da9\", \"4dfdada8-68db-400a-ad4d-ccd45c6377fb\", \"cd05b2bc-65b8-4280-8d4a-0a63226ad4bb\"], \"total_duration\": 459.0, \"total_sessions\": 3, \"mean_week_duration\": 2.799}, \"12503\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-01-05 18:22:47.000000+00:00\", \"2022-09-18 07:01:52.000000+00:00\", \"2023-02-26 03:03:07.000000+00:00\", \"2023-03-08 23:57:38.000000+00:00\", \"2020-03-28 04:26:32.000000+00:00\", \"2020-12-21 00:27:02.000000+00:00\", \"2021-06-17 21:28:17.000000+00:00\", \"2020-04-29 11:57:46.000000+00:00\", \"2021-10-11 17:01:21.000000+00:00\"], \"session_ids\": [\"63a8e0bb-d84c-4030-aad8-2ee5eb5218c5\", \"8814a683-50e9-4aa4-8eea-1f01a4cf79c0\", \"cbcd7641-dce9-4782-b20a-9928bd79c28e\", \"b983d767-d21a-4584-9840-2f82255d2713\", \"20a1d2b6-3717-4e3c-8e66-46073d3b942d\", \"290d044f-3e4c-47c4-b9b4-0e43cdf05b7d\", \"09ef7d8d-ea7e-4b72-b535-27391cadc308\", \"37e45ee0-8a27-424c-854a-9eab29537af7\", \"64919b9d-685a-46b4-93b7-de66df2105f9\"], \"total_duration\": 1056.0, \"total_sessions\": 9, \"mean_week_duration\": 6.857}, \"41483\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-12-01 00:16:41.000000+00:00\", \"2021-10-18 01:06:57.000000+00:00\"], \"session_ids\": [\"17c2bc4e-e9fb-4d98-87c7-bf3e8b15b612\", \"99534428-1fbf-427b-a9d4-685835de9525\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.254}, \"93813\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-02-25 04:26:41.000000+00:00\", \"2023-01-14 15:24:20.000000+00:00\", \"2019-10-03 15:38:46.000000+00:00\", \"2019-10-02 16:06:46.000000+00:00\"], \"session_ids\": [\"40c675f5-4e8f-48d4-9d83-0cfde07cdc9f\", \"b38fa1c4-88e0-4ba0-8033-0b4268462af2\", \"fff8b111-0396-439b-98f4-a182d4942914\", \"b1ce5554-240d-4be7-be3e-4b7ddc8c4a54\"], \"total_duration\": 377.0, \"total_sessions\": 4, \"mean_week_duration\": 2.118}, \"17525\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-02-28 03:09:25.000000+00:00\", \"2021-09-30 14:40:50.000000+00:00\"], \"session_ids\": [\"5dfaceff-52e4-47e8-972b-1c6013fa607a\", \"2529eae4-500f-4d30-94ba-793b11939948\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 1.318}, \"52957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-26 22:34:52.000000+00:00\", \"2022-09-27 00:10:20.000000+00:00\"], \"session_ids\": [\"24a76225-1e7e-4e46-9d8c-681afe14b857\", \"43fdcacb-8a8c-4683-88e7-d7736ab4f42f\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.121}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are greater than 3 and are less than 38"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[3, 38]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"31412\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-13 03:42:30.000000+00:00\", \"2020-04-04 16:12:13.000000+00:00\", \"2021-01-06 02:47:53.000000+00:00\", \"2021-11-22 08:02:57.000000+00:00\", \"2022-03-22 12:21:36.000000+00:00\", \"2020-05-13 08:42:51.000000+00:00\", \"2023-05-25 05:03:42.000000+00:00\", \"2022-05-13 11:54:48.000000+00:00\"], \"session_ids\": [\"a449b2ff-1bbd-4d3f-973d-d48922730acd\", \"826dac61-22d8-4f60-ac47-8a47bbdafaba\", \"f92f5cd3-7985-4912-87c6-c732e81d4f78\", \"d8bdc381-1895-4d03-881e-8b3528400930\", \"3af40e72-fad3-4544-92c4-f0cb5e7e3be4\", \"544191ed-c857-426c-9af0-e7cb9672075e\", \"3d7d0a11-5279-45f3-ae7e-f9607a7a4095\", \"589ba83c-ad5a-4e50-aea8-629387ea32ba\"], \"total_duration\": 852.0, \"total_sessions\": 8, \"mean_week_duration\": 4.508}, \"95098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-28 06:46:41.000000+00:00\", \"2021-07-14 21:14:26.000000+00:00\"], \"session_ids\": [\"7efb88ab-9cd3-4a6b-80b4-2503f25a7d40\", \"bbfdb853-6fd1-4dce-800c-0de665e790f7\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 28.636}, \"38073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-07-08 12:39:28.000000+00:00\", \"2022-03-10 22:06:46.000000+00:00\"], \"session_ids\": [\"db1b82de-c125-4032-84e2-8d7e25ab2050\", \"98c4e360-59f6-484a-9211-0cf973d9bdb3\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 4.989}, \"12503\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-01-05 18:22:47.000000+00:00\", \"2022-09-18 07:01:52.000000+00:00\", \"2023-02-26 03:03:07.000000+00:00\", \"2023-03-08 23:57:38.000000+00:00\", \"2020-03-28 04:26:32.000000+00:00\", \"2020-12-21 00:27:02.000000+00:00\", \"2021-06-17 21:28:17.000000+00:00\", \"2020-04-29 11:57:46.000000+00:00\", \"2021-10-11 17:01:21.000000+00:00\"], \"session_ids\": [\"63a8e0bb-d84c-4030-aad8-2ee5eb5218c5\", \"8814a683-50e9-4aa4-8eea-1f01a4cf79c0\", \"cbcd7641-dce9-4782-b20a-9928bd79c28e\", \"b983d767-d21a-4584-9840-2f82255d2713\", \"20a1d2b6-3717-4e3c-8e66-46073d3b942d\", \"290d044f-3e4c-47c4-b9b4-0e43cdf05b7d\", \"09ef7d8d-ea7e-4b72-b535-27391cadc308\", \"37e45ee0-8a27-424c-854a-9eab29537af7\", \"64919b9d-685a-46b4-93b7-de66df2105f9\"], \"total_duration\": 1056.0, \"total_sessions\": 9, \"mean_week_duration\": 6.857}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"95098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-28 06:46:41.000000+00:00\", \"2021-07-14 21:14:26.000000+00:00\"], \"session_ids\": [\"7efb88ab-9cd3-4a6b-80b4-2503f25a7d40\", \"bbfdb853-6fd1-4dce-800c-0de665e790f7\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 28.636}}, {\"38073\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-07-08 12:39:28.000000+00:00\", \"2022-03-10 22:06:46.000000+00:00\"], \"session_ids\": [\"db1b82de-c125-4032-84e2-8d7e25ab2050\", \"98c4e360-59f6-484a-9211-0cf973d9bdb3\"], \"total_duration\": 439.0, \"total_sessions\": 2, \"mean_week_duration\": 4.989}}, {\"31412\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-10-13 03:42:30.000000+00:00\", \"2020-04-04 16:12:13.000000+00:00\", \"2021-01-06 02:47:53.000000+00:00\", \"2021-11-22 08:02:57.000000+00:00\", \"2022-03-22 12:21:36.000000+00:00\", \"2020-05-13 08:42:51.000000+00:00\", \"2023-05-25 05:03:42.000000+00:00\", \"2022-05-13 11:54:48.000000+00:00\"], \"session_ids\": [\"a449b2ff-1bbd-4d3f-973d-d48922730acd\", \"826dac61-22d8-4f60-ac47-8a47bbdafaba\", \"f92f5cd3-7985-4912-87c6-c732e81d4f78\", \"d8bdc381-1895-4d03-881e-8b3528400930\", \"3af40e72-fad3-4544-92c4-f0cb5e7e3be4\", \"544191ed-c857-426c-9af0-e7cb9672075e\", \"3d7d0a11-5279-45f3-ae7e-f9607a7a4095\", \"589ba83c-ad5a-4e50-aea8-629387ea32ba\"], \"total_duration\": 852.0, \"total_sessions\": 8, \"mean_week_duration\": 4.508}}, {\"12503\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-01-05 18:22:47.000000+00:00\", \"2022-09-18 07:01:52.000000+00:00\", \"2023-02-26 03:03:07.000000+00:00\", \"2023-03-08 23:57:38.000000+00:00\", \"2020-03-28 04:26:32.000000+00:00\", \"2020-12-21 00:27:02.000000+00:00\", \"2021-06-17 21:28:17.000000+00:00\", \"2020-04-29 11:57:46.000000+00:00\", \"2021-10-11 17:01:21.000000+00:00\"], \"session_ids\": [\"63a8e0bb-d84c-4030-aad8-2ee5eb5218c5\", \"8814a683-50e9-4aa4-8eea-1f01a4cf79c0\", \"cbcd7641-dce9-4782-b20a-9928bd79c28e\", \"b983d767-d21a-4584-9840-2f82255d2713\", \"20a1d2b6-3717-4e3c-8e66-46073d3b942d\", \"290d044f-3e4c-47c4-b9b4-0e43cdf05b7d\", \"09ef7d8d-ea7e-4b72-b535-27391cadc308\", \"37e45ee0-8a27-424c-854a-9eab29537af7\", \"64919b9d-685a-46b4-93b7-de66df2105f9\"], \"total_duration\": 1056.0, \"total_sessions\": 9, \"mean_week_duration\": 6.857}}]\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[{\"95098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-28 06:46:41.000000+00:00\", \"2021-07-14 21:14:26.000000+00:00\"], \"session_ids\": [\"7efb88ab-9cd3-4a6b-80b4-2503f25a7d40\", \"bbfdb853-6fd1-4dce-800c-0de665e790f7\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 28.636}}]\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[{\"95098\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-04-28 06:46:41.000000+00:00\", \"2021-07-14 21:14:26.000000+00:00\"], \"session_ids\": [\"7efb88ab-9cd3-4a6b-80b4-2503f25a7d40\", \"bbfdb853-6fd1-4dce-800c-0de665e790f7\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 28.636}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'd like to be informed about user who belongs to city Stockholm , moreover sort by time using the app 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{\"35293\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-12-18 18:38:15.000000+00:00\", \"2021-11-11 02:29:59.000000+00:00\"], \"session_ids\": [\"dc3d6407-3230-4c08-bfac-6b3bff80b70f\", \"fa0e556e-ad76-4161-bd90-580b8f317c90\"], \"total_duration\": 194.0, \"total_sessions\": 2, \"mean_week_duration\": 3.345}, \"79521\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 10, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-26 19:53:16.000000+00:00\", \"2021-06-23 02:07:13.000000+00:00\"], \"session_ids\": [\"850c7633-60fa-4073-bf9e-c5d968640536\", \"69612f84-bec1-45c7-9af1-dd69eaaa7718\"], \"total_duration\": 216.0, \"total_sessions\": 2, \"mean_week_duration\": 3.789}, \"11119\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-29 12:09:09.000000+00:00\", \"2019-04-17 07:37:48.000000+00:00\"], \"session_ids\": [\"e2cf3672-3035-4f5e-b840-bb684ec6e3b9\", \"37d016b7-0cfc-45bc-a1aa-ebe8e1182e45\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 4.258}, \"72715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-01-25 09:34:50.000000+00:00\", \"2020-03-01 12:19:32.000000+00:00\", \"2020-07-25 01:39:31.000000+00:00\"], \"session_ids\": [\"fb7f23c1-4c52-40a0-9e3c-4c42ffe92474\", \"825b0d85-e4de-4f0f-96bc-5b4a7c65638f\", \"43bf231f-6a7f-4ba5-a577-0fd04dab85ca\"], \"total_duration\": 1082.0, \"total_sessions\": 3, \"mean_week_duration\": 41.615}, \"22600\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-02-28 20:20:11.000000+00:00\", \"2020-05-04 04:25:58.000000+00:00\"], \"session_ids\": [\"5da2621a-8ddb-4947-b1c6-8b3cb7a14bf7\", \"f730d908-c711-41ee-b029-52df06357263\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 15.2}, \"10195\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-01-05 21:14:11.000000+00:00\", \"2022-07-31 01:22:55.000000+00:00\", \"2019-01-26 13:02:48.000000+00:00\", \"2021-10-25 19:59:27.000000+00:00\", \"2022-12-27 00:01:07.000000+00:00\", \"2022-07-20 16:58:45.000000+00:00\", \"2021-03-15 00:23:55.000000+00:00\", \"2022-06-22 09:19:35.000000+00:00\", \"2019-05-11 16:52:15.000000+00:00\", \"2019-06-22 05:23:40.000000+00:00\"], \"session_ids\": [\"286255fe-1a00-4d9b-be91-ce4b8bbaf373\", \"f5048e15-6783-4903-bbe3-cc177951047d\", \"6784dee7-5195-41b3-ac47-c993c59b6c1e\", \"a1801798-0f2e-496f-baf5-4084fa268122\", \"10c00ffe-da14-417f-900c-b197b4dd5f7f\", \"74813f7f-13b3-4a14-8f96-c010e8f3d8b1\", \"99fca176-39d3-44af-ac8c-e90d9d1500be\", \"10380978-40fe-42f8-b39c-98e8ef79683e\", \"e5fa8f27-0d36-4110-ab9f-35d04d8df2dd\", \"c1281c0d-d12c-4cca-8a0c-cddd701d2d31\"], \"total_duration\": 10450.0, \"total_sessions\": 10, \"mean_week_duration\": 50.976}, \"36325\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-12-11 11:07:50.000000+00:00\", \"2022-02-16 22:39:08.000000+00:00\"], \"session_ids\": [\"cee1e7fc-6e8d-49d7-8533-4b4a0d76f7c0\", \"ecf7d1e5-c43d-4a76-8972-5548355e2dbc\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.323}, \"71884\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-17 13:05:21.000000+00:00\", \"2023-06-22 15:23:45.000000+00:00\"], \"session_ids\": [\"fa09f774-eac1-46a6-80cf-74b37aa0dbd6\", \"14d9917b-57ed-4333-b3dd-1bdbd021b915\"], \"total_duration\": 386.0, \"total_sessions\": 2, \"mean_week_duration\": 3.244}, \"76249\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-11-26 00:41:04.000000+00:00\", \"2022-02-25 17:02:52.000000+00:00\", \"2021-07-18 16:00:29.000000+00:00\", \"2020-04-16 03:49:02.000000+00:00\", \"2022-03-29 21:07:15.000000+00:00\", \"2019-09-19 05:04:41.000000+00:00\"], \"session_ids\": [\"fa78ae80-e28d-428a-a827-d15574624de5\", \"30d0a63b-d9ac-46a2-86f2-7ccd153c7eac\", \"3012bca4-dae7-4bb3-a4d7-9e11019aff15\", \"c7137a68-3030-401f-a609-f995a43c7580\", \"c80a6799-6cca-4a2c-8224-3e3518ec2579\", \"8354f5bc-7fd6-4210-8a24-652817b5d6bb\"], \"total_duration\": 1568.0, \"total_sessions\": 6, \"mean_week_duration\": 11.879}, \"12807\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-05-08 11:04:38.000000+00:00\", \"2020-06-12 17:28:54.000000+00:00\", \"2019-08-08 20:18:07.000000+00:00\", \"2020-11-29 17:59:36.000000+00:00\", \"2021-10-10 05:22:58.000000+00:00\"], \"session_ids\": [\"8e9279e6-0200-41ca-9a2e-4421bd5563e7\", \"b914a041-c9a7-4df8-a3d1-e8617095b13a\", \"7256cb54-3fff-4e6e-8f45-4c9bb96c48ff\", \"08eda55c-cd82-4830-b584-9450b43e2038\", \"9241fec0-6e86-4c89-bcdf-2570432cf20c\"], \"total_duration\": 400.0, \"total_sessions\": 5, \"mean_week_duration\": 3.15}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Stockholm"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Stockholm\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"72715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-01-25 09:34:50.000000+00:00\", \"2020-03-01 12:19:32.000000+00:00\", \"2020-07-25 01:39:31.000000+00:00\"], \"session_ids\": [\"fb7f23c1-4c52-40a0-9e3c-4c42ffe92474\", \"825b0d85-e4de-4f0f-96bc-5b4a7c65638f\", \"43bf231f-6a7f-4ba5-a577-0fd04dab85ca\"], \"total_duration\": 1082.0, \"total_sessions\": 3, \"mean_week_duration\": 41.615}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"72715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-01-25 09:34:50.000000+00:00\", \"2020-03-01 12:19:32.000000+00:00\", \"2020-07-25 01:39:31.000000+00:00\"], \"session_ids\": [\"fb7f23c1-4c52-40a0-9e3c-4c42ffe92474\", \"825b0d85-e4de-4f0f-96bc-5b4a7c65638f\", \"43bf231f-6a7f-4ba5-a577-0fd04dab85ca\"], \"total_duration\": 1082.0, \"total_sessions\": 3, \"mean_week_duration\": 41.615}}]\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[{\"72715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-01-25 09:34:50.000000+00:00\", \"2020-03-01 12:19:32.000000+00:00\", \"2020-07-25 01:39:31.000000+00:00\"], \"session_ids\": [\"fb7f23c1-4c52-40a0-9e3c-4c42ffe92474\", \"825b0d85-e4de-4f0f-96bc-5b4a7c65638f\", \"43bf231f-6a7f-4ba5-a577-0fd04dab85ca\"], \"total_duration\": 1082.0, \"total_sessions\": 3, \"mean_week_duration\": 41.615}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"72715\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-01-25 09:34:50.000000+00:00\", \"2020-03-01 12:19:32.000000+00:00\", \"2020-07-25 01:39:31.000000+00:00\"], \"session_ids\": [\"fb7f23c1-4c52-40a0-9e3c-4c42ffe92474\", \"825b0d85-e4de-4f0f-96bc-5b4a7c65638f\", \"43bf231f-6a7f-4ba5-a577-0fd04dab85ca\"], \"total_duration\": 1082.0, \"total_sessions\": 3, \"mean_week_duration\": 41.615}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show 2 users to me with a aver of time using the app per week that is above 26 and below 22, exclusive 22 plus put to use sorting by name of the city form the lowest value to the highest value , save only 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"10380\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-12-16 22:43:37.000000+00:00\", \"2021-03-19 09:13:42.000000+00:00\"], \"session_ids\": [\"f802e35f-8457-4f00-8f83-6016cf04a6cc\", \"6d7b6ec4-b9de-4eac-af37-1b43ff6c572e\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 3.099}, \"46048\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-20 23:21:16.000000+00:00\", \"2022-05-01 08:15:23.000000+00:00\", \"2021-03-22 16:11:58.000000+00:00\"], \"session_ids\": [\"1bc7bf65-857f-4f2f-981a-75ceee7fe8a0\", \"43ad882f-61f2-440f-9bd0-ba64366bd15a\", \"33cc1386-9304-4ba2-8269-f44c09cd9d3e\"], \"total_duration\": 953.0, \"total_sessions\": 3, \"mean_week_duration\": 8.586}, \"76048\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-25 09:50:38.000000+00:00\", \"2019-10-21 19:16:04.000000+00:00\", \"2021-10-08 04:43:24.000000+00:00\"], \"session_ids\": [\"4738570d-0f4e-4f45-a0bb-2fa7ba20529b\", \"a8e9d520-ded1-447d-b7d9-f7d8a34a7461\", \"6c74dd44-8b52-4aa0-a4e9-abc2bb977c28\"], \"total_duration\": 293.0, \"total_sessions\": 3, \"mean_week_duration\": 2.289}, \"74777\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-18 18:41:26.000000+00:00\", \"2020-08-11 18:35:34.000000+00:00\", \"2022-11-03 08:03:30.000000+00:00\", \"2022-09-17 12:48:06.000000+00:00\"], \"session_ids\": [\"bdfabe29-991c-4aa7-a464-dc42f992dbbb\", \"ba790eae-1eb6-4275-84fb-870c8d785768\", \"00bb4d98-879f-4429-b09f-19670ff4fc40\", \"2f9acc39-f6ce-4cc0-80ae-ea42a91dabd5\"], \"total_duration\": 68.0, \"total_sessions\": 4, \"mean_week_duration\": 0.511}, \"19260\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-09-02 07:37:53.000000+00:00\", \"2021-11-04 04:06:11.000000+00:00\", \"2023-05-09 20:19:18.000000+00:00\"], \"session_ids\": [\"cfb43bf3-9697-4bd4-8319-bc08f293db93\", \"deca29bc-e8e6-4023-bce2-bb3b822257dc\", \"e3c4cdcd-0de0-4c62-b130-75a076e88b24\"], \"total_duration\": 778.0, \"total_sessions\": 3, \"mean_week_duration\": 9.848}, \"3006\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-23 18:03:59.000000+00:00\", \"2022-03-27 22:34:34.000000+00:00\"], \"session_ids\": [\"9537a13b-f6c3-4866-90ab-c389eabeec44\", \"3c2b269b-5eb3-4773-b32b-3d5849a93ace\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 1.33}, \"25884\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-01-22 01:42:59.000000+00:00\", \"2019-05-22 10:04:37.000000+00:00\"], \"session_ids\": [\"7d662a7b-d006-4315-8223-a3082d2bfc86\", \"1d13bfdd-4458-429d-b32e-b4b096239de5\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 4.657}, \"61986\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-01 20:12:42.000000+00:00\", \"2022-07-03 21:49:07.000000+00:00\", \"2021-11-19 06:04:06.000000+00:00\"], \"session_ids\": [\"84f71330-2034-4fdd-bbbf-3b9ddcf1ef73\", \"edd28e60-de9e-4450-821c-7216a452ff14\", \"cd33d892-648b-4e55-a4f9-04cc84400196\"], \"total_duration\": 1072.0, \"total_sessions\": 3, \"mean_week_duration\": 16.242}, \"12399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-18 06:58:40.000000+00:00\", \"2022-01-03 17:57:14.000000+00:00\", \"2022-11-17 07:35:01.000000+00:00\", \"2019-12-05 15:55:14.000000+00:00\", \"2022-10-24 16:05:48.000000+00:00\"], \"session_ids\": [\"d7544f1e-f5dd-4858-b48a-96599635a093\", \"814e74a6-6e5a-442d-82d7-9db69904f18e\", \"c463d4a3-6879-4d5c-a2fe-ec544d8076e0\", \"7543fa99-6301-4c53-8182-7afd32b7c44b\", \"3ef1fd7a-c4f0-499c-947b-e274b444a71e\"], \"total_duration\": 239.0, \"total_sessions\": 5, \"mean_week_duration\": 1.335}, \"50530\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-11 01:51:34.000000+00:00\", \"2020-11-06 11:24:15.000000+00:00\", \"2020-06-15 22:29:39.000000+00:00\", \"2021-02-22 02:50:56.000000+00:00\", \"2021-10-03 14:17:34.000000+00:00\", \"2020-06-24 14:55:49.000000+00:00\", \"2022-04-12 20:13:24.000000+00:00\", \"2020-09-01 02:25:04.000000+00:00\"], \"session_ids\": [\"ef94c5f6-92b5-4e81-9699-2ba7133da1fc\", \"ced2cbdf-1616-4a4b-9977-3eaac3791871\", \"da884079-cbca-485b-b386-d46c7e448b31\", \"fc57cc1b-b1bf-4b75-9bc1-97a70fc08005\", \"a39ef490-4db1-4f5c-82fa-265010de1567\", \"87a59836-92d6-4ef2-856c-499be41700ca\", \"49e446c6-3445-498f-bfbe-01fe2dcfa143\", \"aad2d1f1-9694-4964-a307-865b44399b02\"], \"total_duration\": 1455.0, \"total_sessions\": 8, \"mean_week_duration\": 12.436}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 22 and are equal or greater than 26"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[22, 26]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"10380\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-12-16 22:43:37.000000+00:00\", \"2021-03-19 09:13:42.000000+00:00\"], \"session_ids\": [\"f802e35f-8457-4f00-8f83-6016cf04a6cc\", \"6d7b6ec4-b9de-4eac-af37-1b43ff6c572e\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 3.099}, \"46048\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-20 23:21:16.000000+00:00\", \"2022-05-01 08:15:23.000000+00:00\", \"2021-03-22 16:11:58.000000+00:00\"], \"session_ids\": [\"1bc7bf65-857f-4f2f-981a-75ceee7fe8a0\", \"43ad882f-61f2-440f-9bd0-ba64366bd15a\", \"33cc1386-9304-4ba2-8269-f44c09cd9d3e\"], \"total_duration\": 953.0, \"total_sessions\": 3, \"mean_week_duration\": 8.586}, \"76048\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-25 09:50:38.000000+00:00\", \"2019-10-21 19:16:04.000000+00:00\", \"2021-10-08 04:43:24.000000+00:00\"], \"session_ids\": [\"4738570d-0f4e-4f45-a0bb-2fa7ba20529b\", \"a8e9d520-ded1-447d-b7d9-f7d8a34a7461\", \"6c74dd44-8b52-4aa0-a4e9-abc2bb977c28\"], \"total_duration\": 293.0, \"total_sessions\": 3, \"mean_week_duration\": 2.289}, \"74777\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-18 18:41:26.000000+00:00\", \"2020-08-11 18:35:34.000000+00:00\", \"2022-11-03 08:03:30.000000+00:00\", \"2022-09-17 12:48:06.000000+00:00\"], \"session_ids\": [\"bdfabe29-991c-4aa7-a464-dc42f992dbbb\", \"ba790eae-1eb6-4275-84fb-870c8d785768\", \"00bb4d98-879f-4429-b09f-19670ff4fc40\", \"2f9acc39-f6ce-4cc0-80ae-ea42a91dabd5\"], \"total_duration\": 68.0, \"total_sessions\": 4, \"mean_week_duration\": 0.511}, \"19260\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-09-02 07:37:53.000000+00:00\", \"2021-11-04 04:06:11.000000+00:00\", \"2023-05-09 20:19:18.000000+00:00\"], \"session_ids\": [\"cfb43bf3-9697-4bd4-8319-bc08f293db93\", \"deca29bc-e8e6-4023-bce2-bb3b822257dc\", \"e3c4cdcd-0de0-4c62-b130-75a076e88b24\"], \"total_duration\": 778.0, \"total_sessions\": 3, \"mean_week_duration\": 9.848}, \"3006\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-23 18:03:59.000000+00:00\", \"2022-03-27 22:34:34.000000+00:00\"], \"session_ids\": [\"9537a13b-f6c3-4866-90ab-c389eabeec44\", \"3c2b269b-5eb3-4773-b32b-3d5849a93ace\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 1.33}, \"25884\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-01-22 01:42:59.000000+00:00\", \"2019-05-22 10:04:37.000000+00:00\"], \"session_ids\": [\"7d662a7b-d006-4315-8223-a3082d2bfc86\", \"1d13bfdd-4458-429d-b32e-b4b096239de5\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 4.657}, \"61986\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-01 20:12:42.000000+00:00\", \"2022-07-03 21:49:07.000000+00:00\", \"2021-11-19 06:04:06.000000+00:00\"], \"session_ids\": [\"84f71330-2034-4fdd-bbbf-3b9ddcf1ef73\", \"edd28e60-de9e-4450-821c-7216a452ff14\", \"cd33d892-648b-4e55-a4f9-04cc84400196\"], \"total_duration\": 1072.0, \"total_sessions\": 3, \"mean_week_duration\": 16.242}, \"12399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-18 06:58:40.000000+00:00\", \"2022-01-03 17:57:14.000000+00:00\", \"2022-11-17 07:35:01.000000+00:00\", \"2019-12-05 15:55:14.000000+00:00\", \"2022-10-24 16:05:48.000000+00:00\"], \"session_ids\": [\"d7544f1e-f5dd-4858-b48a-96599635a093\", \"814e74a6-6e5a-442d-82d7-9db69904f18e\", \"c463d4a3-6879-4d5c-a2fe-ec544d8076e0\", \"7543fa99-6301-4c53-8182-7afd32b7c44b\", \"3ef1fd7a-c4f0-499c-947b-e274b444a71e\"], \"total_duration\": 239.0, \"total_sessions\": 5, \"mean_week_duration\": 1.335}, \"50530\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-11 01:51:34.000000+00:00\", \"2020-11-06 11:24:15.000000+00:00\", \"2020-06-15 22:29:39.000000+00:00\", \"2021-02-22 02:50:56.000000+00:00\", \"2021-10-03 14:17:34.000000+00:00\", \"2020-06-24 14:55:49.000000+00:00\", \"2022-04-12 20:13:24.000000+00:00\", \"2020-09-01 02:25:04.000000+00:00\"], \"session_ids\": [\"ef94c5f6-92b5-4e81-9699-2ba7133da1fc\", \"ced2cbdf-1616-4a4b-9977-3eaac3791871\", \"da884079-cbca-485b-b386-d46c7e448b31\", \"fc57cc1b-b1bf-4b75-9bc1-97a70fc08005\", \"a39ef490-4db1-4f5c-82fa-265010de1567\", \"87a59836-92d6-4ef2-856c-499be41700ca\", \"49e446c6-3445-498f-bfbe-01fe2dcfa143\", \"aad2d1f1-9694-4964-a307-865b44399b02\"], \"total_duration\": 1455.0, \"total_sessions\": 8, \"mean_week_duration\": 12.436}}\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[{\"12399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-18 06:58:40.000000+00:00\", \"2022-01-03 17:57:14.000000+00:00\", \"2022-11-17 07:35:01.000000+00:00\", \"2019-12-05 15:55:14.000000+00:00\", \"2022-10-24 16:05:48.000000+00:00\"], \"session_ids\": [\"d7544f1e-f5dd-4858-b48a-96599635a093\", \"814e74a6-6e5a-442d-82d7-9db69904f18e\", \"c463d4a3-6879-4d5c-a2fe-ec544d8076e0\", \"7543fa99-6301-4c53-8182-7afd32b7c44b\", \"3ef1fd7a-c4f0-499c-947b-e274b444a71e\"], \"total_duration\": 239.0, \"total_sessions\": 5, \"mean_week_duration\": 1.335}}, {\"19260\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-09-02 07:37:53.000000+00:00\", \"2021-11-04 04:06:11.000000+00:00\", \"2023-05-09 20:19:18.000000+00:00\"], \"session_ids\": [\"cfb43bf3-9697-4bd4-8319-bc08f293db93\", \"deca29bc-e8e6-4023-bce2-bb3b822257dc\", \"e3c4cdcd-0de0-4c62-b130-75a076e88b24\"], \"total_duration\": 778.0, \"total_sessions\": 3, \"mean_week_duration\": 9.848}}, {\"10380\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-12-16 22:43:37.000000+00:00\", \"2021-03-19 09:13:42.000000+00:00\"], \"session_ids\": [\"f802e35f-8457-4f00-8f83-6016cf04a6cc\", \"6d7b6ec4-b9de-4eac-af37-1b43ff6c572e\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 3.099}}, {\"74777\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-18 18:41:26.000000+00:00\", \"2020-08-11 18:35:34.000000+00:00\", \"2022-11-03 08:03:30.000000+00:00\", \"2022-09-17 12:48:06.000000+00:00\"], \"session_ids\": [\"bdfabe29-991c-4aa7-a464-dc42f992dbbb\", \"ba790eae-1eb6-4275-84fb-870c8d785768\", \"00bb4d98-879f-4429-b09f-19670ff4fc40\", \"2f9acc39-f6ce-4cc0-80ae-ea42a91dabd5\"], \"total_duration\": 68.0, \"total_sessions\": 4, \"mean_week_duration\": 0.511}}, {\"61986\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-01 20:12:42.000000+00:00\", \"2022-07-03 21:49:07.000000+00:00\", \"2021-11-19 06:04:06.000000+00:00\"], \"session_ids\": [\"84f71330-2034-4fdd-bbbf-3b9ddcf1ef73\", \"edd28e60-de9e-4450-821c-7216a452ff14\", \"cd33d892-648b-4e55-a4f9-04cc84400196\"], \"total_duration\": 1072.0, \"total_sessions\": 3, \"mean_week_duration\": 16.242}}, {\"46048\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-03-20 23:21:16.000000+00:00\", \"2022-05-01 08:15:23.000000+00:00\", \"2021-03-22 16:11:58.000000+00:00\"], \"session_ids\": [\"1bc7bf65-857f-4f2f-981a-75ceee7fe8a0\", \"43ad882f-61f2-440f-9bd0-ba64366bd15a\", \"33cc1386-9304-4ba2-8269-f44c09cd9d3e\"], \"total_duration\": 953.0, \"total_sessions\": 3, \"mean_week_duration\": 8.586}}, {\"3006\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-23 18:03:59.000000+00:00\", \"2022-03-27 22:34:34.000000+00:00\"], \"session_ids\": [\"9537a13b-f6c3-4866-90ab-c389eabeec44\", \"3c2b269b-5eb3-4773-b32b-3d5849a93ace\"], \"total_duration\": 145.0, \"total_sessions\": 2, \"mean_week_duration\": 1.33}}, {\"25884\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-01-22 01:42:59.000000+00:00\", \"2019-05-22 10:04:37.000000+00:00\"], \"session_ids\": [\"7d662a7b-d006-4315-8223-a3082d2bfc86\", \"1d13bfdd-4458-429d-b32e-b4b096239de5\"], \"total_duration\": 163.0, \"total_sessions\": 2, \"mean_week_duration\": 4.657}}, {\"50530\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-11 01:51:34.000000+00:00\", \"2020-11-06 11:24:15.000000+00:00\", \"2020-06-15 22:29:39.000000+00:00\", \"2021-02-22 02:50:56.000000+00:00\", \"2021-10-03 14:17:34.000000+00:00\", \"2020-06-24 14:55:49.000000+00:00\", \"2022-04-12 20:13:24.000000+00:00\", \"2020-09-01 02:25:04.000000+00:00\"], \"session_ids\": [\"ef94c5f6-92b5-4e81-9699-2ba7133da1fc\", \"ced2cbdf-1616-4a4b-9977-3eaac3791871\", \"da884079-cbca-485b-b386-d46c7e448b31\", \"fc57cc1b-b1bf-4b75-9bc1-97a70fc08005\", \"a39ef490-4db1-4f5c-82fa-265010de1567\", \"87a59836-92d6-4ef2-856c-499be41700ca\", \"49e446c6-3445-498f-bfbe-01fe2dcfa143\", \"aad2d1f1-9694-4964-a307-865b44399b02\"], \"total_duration\": 1455.0, \"total_sessions\": 8, \"mean_week_duration\": 12.436}}, {\"76048\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-25 09:50:38.000000+00:00\", \"2019-10-21 19:16:04.000000+00:00\", \"2021-10-08 04:43:24.000000+00:00\"], \"session_ids\": [\"4738570d-0f4e-4f45-a0bb-2fa7ba20529b\", \"a8e9d520-ded1-447d-b7d9-f7d8a34a7461\", \"6c74dd44-8b52-4aa0-a4e9-abc2bb977c28\"], \"total_duration\": 293.0, \"total_sessions\": 3, \"mean_week_duration\": 2.289}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 4 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"12399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-18 06:58:40.000000+00:00\", \"2022-01-03 17:57:14.000000+00:00\", \"2022-11-17 07:35:01.000000+00:00\", \"2019-12-05 15:55:14.000000+00:00\", \"2022-10-24 16:05:48.000000+00:00\"], \"session_ids\": [\"d7544f1e-f5dd-4858-b48a-96599635a093\", \"814e74a6-6e5a-442d-82d7-9db69904f18e\", \"c463d4a3-6879-4d5c-a2fe-ec544d8076e0\", \"7543fa99-6301-4c53-8182-7afd32b7c44b\", \"3ef1fd7a-c4f0-499c-947b-e274b444a71e\"], \"total_duration\": 239.0, \"total_sessions\": 5, \"mean_week_duration\": 1.335}}, {\"19260\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-09-02 07:37:53.000000+00:00\", \"2021-11-04 04:06:11.000000+00:00\", \"2023-05-09 20:19:18.000000+00:00\"], \"session_ids\": [\"cfb43bf3-9697-4bd4-8319-bc08f293db93\", \"deca29bc-e8e6-4023-bce2-bb3b822257dc\", \"e3c4cdcd-0de0-4c62-b130-75a076e88b24\"], \"total_duration\": 778.0, \"total_sessions\": 3, \"mean_week_duration\": 9.848}}, {\"10380\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-12-16 22:43:37.000000+00:00\", \"2021-03-19 09:13:42.000000+00:00\"], \"session_ids\": [\"f802e35f-8457-4f00-8f83-6016cf04a6cc\", \"6d7b6ec4-b9de-4eac-af37-1b43ff6c572e\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 3.099}}, {\"74777\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-18 18:41:26.000000+00:00\", \"2020-08-11 18:35:34.000000+00:00\", \"2022-11-03 08:03:30.000000+00:00\", \"2022-09-17 12:48:06.000000+00:00\"], \"session_ids\": [\"bdfabe29-991c-4aa7-a464-dc42f992dbbb\", \"ba790eae-1eb6-4275-84fb-870c8d785768\", \"00bb4d98-879f-4429-b09f-19670ff4fc40\", \"2f9acc39-f6ce-4cc0-80ae-ea42a91dabd5\"], \"total_duration\": 68.0, \"total_sessions\": 4, \"mean_week_duration\": 0.511}}]\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[{\"12399\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-18 06:58:40.000000+00:00\", \"2022-01-03 17:57:14.000000+00:00\", \"2022-11-17 07:35:01.000000+00:00\", \"2019-12-05 15:55:14.000000+00:00\", \"2022-10-24 16:05:48.000000+00:00\"], \"session_ids\": [\"d7544f1e-f5dd-4858-b48a-96599635a093\", \"814e74a6-6e5a-442d-82d7-9db69904f18e\", \"c463d4a3-6879-4d5c-a2fe-ec544d8076e0\", \"7543fa99-6301-4c53-8182-7afd32b7c44b\", \"3ef1fd7a-c4f0-499c-947b-e274b444a71e\"], \"total_duration\": 239.0, \"total_sessions\": 5, \"mean_week_duration\": 1.335}}, {\"19260\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-09-02 07:37:53.000000+00:00\", \"2021-11-04 04:06:11.000000+00:00\", \"2023-05-09 20:19:18.000000+00:00\"], \"session_ids\": [\"cfb43bf3-9697-4bd4-8319-bc08f293db93\", \"deca29bc-e8e6-4023-bce2-bb3b822257dc\", \"e3c4cdcd-0de0-4c62-b130-75a076e88b24\"], \"total_duration\": 778.0, \"total_sessions\": 3, \"mean_week_duration\": 9.848}}, {\"10380\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-12-16 22:43:37.000000+00:00\", \"2021-03-19 09:13:42.000000+00:00\"], \"session_ids\": [\"f802e35f-8457-4f00-8f83-6016cf04a6cc\", \"6d7b6ec4-b9de-4eac-af37-1b43ff6c572e\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 3.099}}, {\"74777\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-18 18:41:26.000000+00:00\", \"2020-08-11 18:35:34.000000+00:00\", \"2022-11-03 08:03:30.000000+00:00\", \"2022-09-17 12:48:06.000000+00:00\"], \"session_ids\": [\"bdfabe29-991c-4aa7-a464-dc42f992dbbb\", \"ba790eae-1eb6-4275-84fb-870c8d785768\", \"00bb4d98-879f-4429-b09f-19670ff4fc40\", \"2f9acc39-f6ce-4cc0-80ae-ea42a91dabd5\"], \"total_duration\": 68.0, \"total_sessions\": 4, \"mean_week_duration\": 0.511}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 8 users with a number of sessions of sessions that is higher than 7 and lower than 3 additionaly implement sorting by town naming form the highest to the lowest."
}
] |
[
{
"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{\"42737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-27 20:53:27.000000+00:00\", \"2022-04-19 19:54:18.000000+00:00\"], \"session_ids\": [\"6ab75c6f-93e8-4330-86ea-960317326241\", \"be9d4216-61b3-4ced-ad30-091aa011b171\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.789}, \"14814\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-19 18:53:39.000000+00:00\", \"2021-03-12 15:07:58.000000+00:00\"], \"session_ids\": [\"6199d7ec-e958-406e-8ea1-309e122270eb\", \"996f0ec2-2cf8-4f54-8938-447b1d0c7f50\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 2.156}, \"16379\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-10 23:48:44.000000+00:00\", \"2022-07-24 20:04:56.000000+00:00\", \"2020-11-11 19:20:06.000000+00:00\", \"2022-10-08 12:24:38.000000+00:00\", \"2019-10-03 09:33:23.000000+00:00\", \"2019-10-19 18:40:09.000000+00:00\", \"2021-05-25 04:18:26.000000+00:00\", \"2020-06-14 16:41:07.000000+00:00\", \"2019-01-08 14:04:19.000000+00:00\", \"2019-12-20 13:22:33.000000+00:00\", \"2023-05-31 08:07:53.000000+00:00\"], \"session_ids\": [\"a0fed306-edd9-43dc-96d0-6635965d2e3b\", \"aab33d95-60c9-4b09-bd30-1ba1831b8829\", \"4c93b1c1-da99-47e9-bfef-00296bde474b\", \"a1ac710b-4f06-4373-8041-838ba7471a27\", \"66549a30-6a92-4421-bbdd-d1f608f6d211\", \"dc023d51-22d1-4c9b-8590-f775b934f599\", \"ced8a6e8-decc-4689-a71f-d42d10be0524\", \"d2b9b84b-f9ac-4be8-b478-a298dec41195\", \"b7d81609-3e15-43fb-896d-3f8921a91985\", \"2f24c446-0a05-485e-9a9e-be350fe3f666\", \"e85ae122-3fc9-4c2c-b390-57b1a23aa026\"], \"total_duration\": 9272.0, \"total_sessions\": 11, \"mean_week_duration\": 40.489}, \"87448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-08-04 05:47:05.000000+00:00\", \"2021-03-23 01:57:14.000000+00:00\"], \"session_ids\": [\"ed54155a-f421-43e0-a303-cfe0d964a943\", \"700acbca-6fb7-402c-8526-140682a6fde6\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 4.097}, \"51140\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-06 10:17:57.000000+00:00\", \"2022-03-03 10:05:18.000000+00:00\", \"2019-12-20 23:50:44.000000+00:00\"], \"session_ids\": [\"59980375-9f68-43ca-9cad-a9c4eccf8fc1\", \"9dcbcf9f-d01e-4bc4-8258-cb8d0c74e45b\", \"de1264e0-2809-4934-aff9-3651bae6c48d\"], \"total_duration\": 218.0, \"total_sessions\": 3, \"mean_week_duration\": 1.896}, \"22436\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-06-22 04:37:03.000000+00:00\", \"2023-03-14 08:06:15.000000+00:00\"], \"session_ids\": [\"1f207fc7-1f9a-4ccb-8abe-50b3d8539497\", \"eb8fe38b-46c7-46d2-9e15-b2c9c17927da\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.308}, \"13917\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-06-18 11:28:18.000000+00:00\", \"2023-06-04 12:32:09.000000+00:00\"], \"session_ids\": [\"9df6208a-809e-45be-9b63-38387cc5807b\", \"53b09ca8-ebf0-4acb-844f-558af45b4de9\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 2.02}, \"86074\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-03-24 03:00:06.000000+00:00\", \"2023-01-25 13:54:18.000000+00:00\", \"2023-03-02 04:16:53.000000+00:00\", \"2020-08-04 08:41:56.000000+00:00\", \"2019-11-24 18:05:58.000000+00:00\"], \"session_ids\": [\"dace1b3c-dc15-4749-b589-c3ddca668cd5\", \"93710457-1c4c-4139-8c07-35317c8293e0\", \"322244ad-f59b-4577-a625-dc53920f43a8\", \"9fdcded1-32f4-432f-85b2-085e2fe4bdd4\", \"58d54605-99aa-4c92-819f-4921b662d3ee\"], \"total_duration\": 215.0, \"total_sessions\": 5, \"mean_week_duration\": 1.236}, \"88742\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-01 08:06:02.000000+00:00\", \"2020-08-16 17:21:57.000000+00:00\"], \"session_ids\": [\"121963df-6498-4862-9f72-aa55ff16586a\", \"b4c66d5c-5d7c-4eee-96fa-c19eed8bad12\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"21182\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-08-05 23:07:42.000000+00:00\", \"2019-04-23 11:57:08.000000+00:00\"], \"session_ids\": [\"53309c43-bea3-4d87-9025-370fca2591ca\", \"978229c2-e9b8-46fd-b3a3-a3c3590f0760\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 7.133}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or less than 3 and are equal or greater than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[3, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-27 20:53:27.000000+00:00\", \"2022-04-19 19:54:18.000000+00:00\"], \"session_ids\": [\"6ab75c6f-93e8-4330-86ea-960317326241\", \"be9d4216-61b3-4ced-ad30-091aa011b171\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.789}, \"14814\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-19 18:53:39.000000+00:00\", \"2021-03-12 15:07:58.000000+00:00\"], \"session_ids\": [\"6199d7ec-e958-406e-8ea1-309e122270eb\", \"996f0ec2-2cf8-4f54-8938-447b1d0c7f50\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 2.156}, \"87448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-08-04 05:47:05.000000+00:00\", \"2021-03-23 01:57:14.000000+00:00\"], \"session_ids\": [\"ed54155a-f421-43e0-a303-cfe0d964a943\", \"700acbca-6fb7-402c-8526-140682a6fde6\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 4.097}, \"51140\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-06 10:17:57.000000+00:00\", \"2022-03-03 10:05:18.000000+00:00\", \"2019-12-20 23:50:44.000000+00:00\"], \"session_ids\": [\"59980375-9f68-43ca-9cad-a9c4eccf8fc1\", \"9dcbcf9f-d01e-4bc4-8258-cb8d0c74e45b\", \"de1264e0-2809-4934-aff9-3651bae6c48d\"], \"total_duration\": 218.0, \"total_sessions\": 3, \"mean_week_duration\": 1.896}, \"22436\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-06-22 04:37:03.000000+00:00\", \"2023-03-14 08:06:15.000000+00:00\"], \"session_ids\": [\"1f207fc7-1f9a-4ccb-8abe-50b3d8539497\", \"eb8fe38b-46c7-46d2-9e15-b2c9c17927da\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.308}, \"13917\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-06-18 11:28:18.000000+00:00\", \"2023-06-04 12:32:09.000000+00:00\"], \"session_ids\": [\"9df6208a-809e-45be-9b63-38387cc5807b\", \"53b09ca8-ebf0-4acb-844f-558af45b4de9\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 2.02}, \"88742\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-01 08:06:02.000000+00:00\", \"2020-08-16 17:21:57.000000+00:00\"], \"session_ids\": [\"121963df-6498-4862-9f72-aa55ff16586a\", \"b4c66d5c-5d7c-4eee-96fa-c19eed8bad12\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}, \"21182\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-08-05 23:07:42.000000+00:00\", \"2019-04-23 11:57:08.000000+00:00\"], \"session_ids\": [\"53309c43-bea3-4d87-9025-370fca2591ca\", \"978229c2-e9b8-46fd-b3a3-a3c3590f0760\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 7.133}, \"16379\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-10 23:48:44.000000+00:00\", \"2022-07-24 20:04:56.000000+00:00\", \"2020-11-11 19:20:06.000000+00:00\", \"2022-10-08 12:24:38.000000+00:00\", \"2019-10-03 09:33:23.000000+00:00\", \"2019-10-19 18:40:09.000000+00:00\", \"2021-05-25 04:18:26.000000+00:00\", \"2020-06-14 16:41:07.000000+00:00\", \"2019-01-08 14:04:19.000000+00:00\", \"2019-12-20 13:22:33.000000+00:00\", \"2023-05-31 08:07:53.000000+00:00\"], \"session_ids\": [\"a0fed306-edd9-43dc-96d0-6635965d2e3b\", \"aab33d95-60c9-4b09-bd30-1ba1831b8829\", \"4c93b1c1-da99-47e9-bfef-00296bde474b\", \"a1ac710b-4f06-4373-8041-838ba7471a27\", \"66549a30-6a92-4421-bbdd-d1f608f6d211\", \"dc023d51-22d1-4c9b-8590-f775b934f599\", \"ced8a6e8-decc-4689-a71f-d42d10be0524\", \"d2b9b84b-f9ac-4be8-b478-a298dec41195\", \"b7d81609-3e15-43fb-896d-3f8921a91985\", \"2f24c446-0a05-485e-9a9e-be350fe3f666\", \"e85ae122-3fc9-4c2c-b390-57b1a23aa026\"], \"total_duration\": 9272.0, \"total_sessions\": 11, \"mean_week_duration\": 40.489}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"13917\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-06-18 11:28:18.000000+00:00\", \"2023-06-04 12:32:09.000000+00:00\"], \"session_ids\": [\"9df6208a-809e-45be-9b63-38387cc5807b\", \"53b09ca8-ebf0-4acb-844f-558af45b4de9\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 2.02}}, {\"42737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-27 20:53:27.000000+00:00\", \"2022-04-19 19:54:18.000000+00:00\"], \"session_ids\": [\"6ab75c6f-93e8-4330-86ea-960317326241\", \"be9d4216-61b3-4ced-ad30-091aa011b171\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.789}}, {\"21182\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-08-05 23:07:42.000000+00:00\", \"2019-04-23 11:57:08.000000+00:00\"], \"session_ids\": [\"53309c43-bea3-4d87-9025-370fca2591ca\", \"978229c2-e9b8-46fd-b3a3-a3c3590f0760\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 7.133}}, {\"51140\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-06 10:17:57.000000+00:00\", \"2022-03-03 10:05:18.000000+00:00\", \"2019-12-20 23:50:44.000000+00:00\"], \"session_ids\": [\"59980375-9f68-43ca-9cad-a9c4eccf8fc1\", \"9dcbcf9f-d01e-4bc4-8258-cb8d0c74e45b\", \"de1264e0-2809-4934-aff9-3651bae6c48d\"], \"total_duration\": 218.0, \"total_sessions\": 3, \"mean_week_duration\": 1.896}}, {\"87448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-08-04 05:47:05.000000+00:00\", \"2021-03-23 01:57:14.000000+00:00\"], \"session_ids\": [\"ed54155a-f421-43e0-a303-cfe0d964a943\", \"700acbca-6fb7-402c-8526-140682a6fde6\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 4.097}}, {\"88742\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-01 08:06:02.000000+00:00\", \"2020-08-16 17:21:57.000000+00:00\"], \"session_ids\": [\"121963df-6498-4862-9f72-aa55ff16586a\", \"b4c66d5c-5d7c-4eee-96fa-c19eed8bad12\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}}, {\"14814\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-19 18:53:39.000000+00:00\", \"2021-03-12 15:07:58.000000+00:00\"], \"session_ids\": [\"6199d7ec-e958-406e-8ea1-309e122270eb\", \"996f0ec2-2cf8-4f54-8938-447b1d0c7f50\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 2.156}}, {\"22436\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-06-22 04:37:03.000000+00:00\", \"2023-03-14 08:06:15.000000+00:00\"], \"session_ids\": [\"1f207fc7-1f9a-4ccb-8abe-50b3d8539497\", \"eb8fe38b-46c7-46d2-9e15-b2c9c17927da\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.308}}, {\"16379\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-04-10 23:48:44.000000+00:00\", \"2022-07-24 20:04:56.000000+00:00\", \"2020-11-11 19:20:06.000000+00:00\", \"2022-10-08 12:24:38.000000+00:00\", \"2019-10-03 09:33:23.000000+00:00\", \"2019-10-19 18:40:09.000000+00:00\", \"2021-05-25 04:18:26.000000+00:00\", \"2020-06-14 16:41:07.000000+00:00\", \"2019-01-08 14:04:19.000000+00:00\", \"2019-12-20 13:22:33.000000+00:00\", \"2023-05-31 08:07:53.000000+00:00\"], \"session_ids\": [\"a0fed306-edd9-43dc-96d0-6635965d2e3b\", \"aab33d95-60c9-4b09-bd30-1ba1831b8829\", \"4c93b1c1-da99-47e9-bfef-00296bde474b\", \"a1ac710b-4f06-4373-8041-838ba7471a27\", \"66549a30-6a92-4421-bbdd-d1f608f6d211\", \"dc023d51-22d1-4c9b-8590-f775b934f599\", \"ced8a6e8-decc-4689-a71f-d42d10be0524\", \"d2b9b84b-f9ac-4be8-b478-a298dec41195\", \"b7d81609-3e15-43fb-896d-3f8921a91985\", \"2f24c446-0a05-485e-9a9e-be350fe3f666\", \"e85ae122-3fc9-4c2c-b390-57b1a23aa026\"], \"total_duration\": 9272.0, \"total_sessions\": 11, \"mean_week_duration\": 40.489}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 8 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"13917\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-06-18 11:28:18.000000+00:00\", \"2023-06-04 12:32:09.000000+00:00\"], \"session_ids\": [\"9df6208a-809e-45be-9b63-38387cc5807b\", \"53b09ca8-ebf0-4acb-844f-558af45b4de9\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 2.02}}, {\"42737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-27 20:53:27.000000+00:00\", \"2022-04-19 19:54:18.000000+00:00\"], \"session_ids\": [\"6ab75c6f-93e8-4330-86ea-960317326241\", \"be9d4216-61b3-4ced-ad30-091aa011b171\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.789}}, {\"21182\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-08-05 23:07:42.000000+00:00\", \"2019-04-23 11:57:08.000000+00:00\"], \"session_ids\": [\"53309c43-bea3-4d87-9025-370fca2591ca\", \"978229c2-e9b8-46fd-b3a3-a3c3590f0760\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 7.133}}, {\"51140\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-06 10:17:57.000000+00:00\", \"2022-03-03 10:05:18.000000+00:00\", \"2019-12-20 23:50:44.000000+00:00\"], \"session_ids\": [\"59980375-9f68-43ca-9cad-a9c4eccf8fc1\", \"9dcbcf9f-d01e-4bc4-8258-cb8d0c74e45b\", \"de1264e0-2809-4934-aff9-3651bae6c48d\"], \"total_duration\": 218.0, \"total_sessions\": 3, \"mean_week_duration\": 1.896}}, {\"87448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-08-04 05:47:05.000000+00:00\", \"2021-03-23 01:57:14.000000+00:00\"], \"session_ids\": [\"ed54155a-f421-43e0-a303-cfe0d964a943\", \"700acbca-6fb7-402c-8526-140682a6fde6\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 4.097}}, {\"88742\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-01 08:06:02.000000+00:00\", \"2020-08-16 17:21:57.000000+00:00\"], \"session_ids\": [\"121963df-6498-4862-9f72-aa55ff16586a\", \"b4c66d5c-5d7c-4eee-96fa-c19eed8bad12\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}}, {\"14814\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-19 18:53:39.000000+00:00\", \"2021-03-12 15:07:58.000000+00:00\"], \"session_ids\": [\"6199d7ec-e958-406e-8ea1-309e122270eb\", \"996f0ec2-2cf8-4f54-8938-447b1d0c7f50\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 2.156}}, {\"22436\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-06-22 04:37:03.000000+00:00\", \"2023-03-14 08:06:15.000000+00:00\"], \"session_ids\": [\"1f207fc7-1f9a-4ccb-8abe-50b3d8539497\", \"eb8fe38b-46c7-46d2-9e15-b2c9c17927da\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.308}}]\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[{\"13917\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-06-18 11:28:18.000000+00:00\", \"2023-06-04 12:32:09.000000+00:00\"], \"session_ids\": [\"9df6208a-809e-45be-9b63-38387cc5807b\", \"53b09ca8-ebf0-4acb-844f-558af45b4de9\"], \"total_duration\": 103.0, \"total_sessions\": 2, \"mean_week_duration\": 2.02}}, {\"42737\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-27 20:53:27.000000+00:00\", \"2022-04-19 19:54:18.000000+00:00\"], \"session_ids\": [\"6ab75c6f-93e8-4330-86ea-960317326241\", \"be9d4216-61b3-4ced-ad30-091aa011b171\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.789}}, {\"21182\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-08-05 23:07:42.000000+00:00\", \"2019-04-23 11:57:08.000000+00:00\"], \"session_ids\": [\"53309c43-bea3-4d87-9025-370fca2591ca\", \"978229c2-e9b8-46fd-b3a3-a3c3590f0760\"], \"total_duration\": 107.0, \"total_sessions\": 2, \"mean_week_duration\": 7.133}}, {\"51140\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-06 10:17:57.000000+00:00\", \"2022-03-03 10:05:18.000000+00:00\", \"2019-12-20 23:50:44.000000+00:00\"], \"session_ids\": [\"59980375-9f68-43ca-9cad-a9c4eccf8fc1\", \"9dcbcf9f-d01e-4bc4-8258-cb8d0c74e45b\", \"de1264e0-2809-4934-aff9-3651bae6c48d\"], \"total_duration\": 218.0, \"total_sessions\": 3, \"mean_week_duration\": 1.896}}, {\"87448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-08-04 05:47:05.000000+00:00\", \"2021-03-23 01:57:14.000000+00:00\"], \"session_ids\": [\"ed54155a-f421-43e0-a303-cfe0d964a943\", \"700acbca-6fb7-402c-8526-140682a6fde6\"], \"total_duration\": 295.0, \"total_sessions\": 2, \"mean_week_duration\": 4.097}}, {\"88742\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-06-01 08:06:02.000000+00:00\", \"2020-08-16 17:21:57.000000+00:00\"], \"session_ids\": [\"121963df-6498-4862-9f72-aa55ff16586a\", \"b4c66d5c-5d7c-4eee-96fa-c19eed8bad12\"], \"total_duration\": 210.0, \"total_sessions\": 2, \"mean_week_duration\": 5.0}}, {\"14814\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-19 18:53:39.000000+00:00\", \"2021-03-12 15:07:58.000000+00:00\"], \"session_ids\": [\"6199d7ec-e958-406e-8ea1-309e122270eb\", \"996f0ec2-2cf8-4f54-8938-447b1d0c7f50\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 2.156}}, {\"22436\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-06-22 04:37:03.000000+00:00\", \"2023-03-14 08:06:15.000000+00:00\"], \"session_ids\": [\"1f207fc7-1f9a-4ccb-8abe-50b3d8539497\", \"eb8fe38b-46c7-46d2-9e15-b2c9c17927da\"], \"total_duration\": 187.0, \"total_sessions\": 2, \"mean_week_duration\": 1.308}}]\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 user who has aver of time using the app per week greater than 31 and strictly less than 14 also apply sorting by town center name in descending order."
}
] |
[
{
"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{\"14572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-20 14:02:02.000000+00:00\", \"2021-03-01 06:53:43.000000+00:00\", \"2022-05-05 03:52:07.000000+00:00\", \"2020-08-19 07:25:12.000000+00:00\", \"2023-06-21 14:22:56.000000+00:00\", \"2020-05-10 12:51:25.000000+00:00\", \"2023-05-29 09:48:58.000000+00:00\", \"2021-02-26 02:00:44.000000+00:00\"], \"session_ids\": [\"3c1ac106-bff0-4b1c-a98b-81259bbd2a32\", \"5f12e24b-65d5-4c13-83b8-c80502e8a0a9\", \"fce0ba08-b427-4dc8-a1b5-525eb0c1045c\", \"26a589ba-b133-4259-92b4-0db0553871d7\", \"7b443430-7f99-40cd-9275-950b2a5b8989\", \"b84974ba-b900-41e5-86e3-9be72feda5d3\", \"948d3a6d-3454-49b3-9985-3399daf9a4d2\", \"1964642a-fbb9-4811-81f6-15efbdb3a85d\"], \"total_duration\": 823.0, \"total_sessions\": 8, \"mean_week_duration\": 5.049}, \"60927\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-18 18:00:49.000000+00:00\", \"2020-03-23 00:20:53.000000+00:00\"], \"session_ids\": [\"8461fb74-4f87-4cdc-b28b-82c044845e68\", \"48c010c4-56ef-4ab8-ac28-4cfa1dc7df21\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 1.189}, \"22711\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-03-28 03:40:20.000000+00:00\", \"2022-03-01 18:05:31.000000+00:00\"], \"session_ids\": [\"3c7bc44a-b401-4285-8337-9433e6e22a98\", \"3e7921df-324c-4ab3-8475-262768346acc\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 27.25}, \"73366\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-04-07 20:44:07.000000+00:00\", \"2020-04-23 03:06:29.000000+00:00\"], \"session_ids\": [\"961f84a1-b169-42fe-a7d2-a8dbc608857e\", \"dd005e2f-99ff-4fde-88ef-8dff97e0d96b\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 24.0}, \"88826\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-01-16 04:44:30.000000+00:00\", \"2020-12-27 16:05:09.000000+00:00\", \"2022-06-02 08:05:30.000000+00:00\", \"2022-12-31 03:40:35.000000+00:00\", \"2019-02-03 03:20:09.000000+00:00\", \"2020-03-17 12:36:11.000000+00:00\"], \"session_ids\": [\"508c9615-7cfb-4ec3-9466-336136f1e302\", \"efba784b-a9d8-471c-8956-08514fa5f8e5\", \"f0c7668b-0be7-437e-bb39-03f1666f6b96\", \"e80e3b4d-f360-4fd0-bc86-aa13fd8e69b9\", \"b4bd0cc2-67b8-4c61-936f-0bc10b0843cc\", \"f3f16fb2-ece2-4ada-a83e-cefe081a343b\"], \"total_duration\": 876.0, \"total_sessions\": 6, \"mean_week_duration\": 4.232}, \"84703\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-13 04:18:42.000000+00:00\", \"2021-10-26 07:38:02.000000+00:00\", \"2021-02-27 20:57:55.000000+00:00\"], \"session_ids\": [\"da35c2c3-4891-4c4d-abaa-c1b082ac3027\", \"4cb78a78-468e-4ed7-88c8-69268c613c31\", \"00780765-b557-49e4-9e27-8bf0fd5c6c8c\"], \"total_duration\": 428.0, \"total_sessions\": 3, \"mean_week_duration\": 10.439}, \"5672\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-27 03:55:56.000000+00:00\", \"2022-04-19 06:14:43.000000+00:00\"], \"session_ids\": [\"633a701c-0374-45fe-b401-57ffd120cbb4\", \"0667969a-e0c5-4b76-9fe3-2fe7d3127093\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 45.2}, \"49772\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-02-05 19:58:37.000000+00:00\", \"2023-04-26 08:16:47.000000+00:00\"], \"session_ids\": [\"179786da-7aa8-4f7e-bd3d-ee099248d2fd\", \"16e0ac93-d6eb-4331-8681-9ecbcb731ff1\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 0.918}, \"61635\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-16 08:39:59.000000+00:00\", \"2019-05-12 09:45:55.000000+00:00\"], \"session_ids\": [\"4b83f6fc-c7b9-4698-8c33-c49ce1699c51\", \"913b7168-e5e6-4c31-bf59-c8afc9ea14d4\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 1.268}, \"88440\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-06-07 22:10:08.000000+00:00\", \"2023-05-11 02:08:08.000000+00:00\"], \"session_ids\": [\"efd15d44-beac-4dd7-8fc9-b910d3dedce2\", \"17459df2-950a-4c32-ac6e-dae4e634a9a5\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.102}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are less than 14 and are equal or greater than 31"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[14, 31]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"14572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-20 14:02:02.000000+00:00\", \"2021-03-01 06:53:43.000000+00:00\", \"2022-05-05 03:52:07.000000+00:00\", \"2020-08-19 07:25:12.000000+00:00\", \"2023-06-21 14:22:56.000000+00:00\", \"2020-05-10 12:51:25.000000+00:00\", \"2023-05-29 09:48:58.000000+00:00\", \"2021-02-26 02:00:44.000000+00:00\"], \"session_ids\": [\"3c1ac106-bff0-4b1c-a98b-81259bbd2a32\", \"5f12e24b-65d5-4c13-83b8-c80502e8a0a9\", \"fce0ba08-b427-4dc8-a1b5-525eb0c1045c\", \"26a589ba-b133-4259-92b4-0db0553871d7\", \"7b443430-7f99-40cd-9275-950b2a5b8989\", \"b84974ba-b900-41e5-86e3-9be72feda5d3\", \"948d3a6d-3454-49b3-9985-3399daf9a4d2\", \"1964642a-fbb9-4811-81f6-15efbdb3a85d\"], \"total_duration\": 823.0, \"total_sessions\": 8, \"mean_week_duration\": 5.049}, \"60927\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-18 18:00:49.000000+00:00\", \"2020-03-23 00:20:53.000000+00:00\"], \"session_ids\": [\"8461fb74-4f87-4cdc-b28b-82c044845e68\", \"48c010c4-56ef-4ab8-ac28-4cfa1dc7df21\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 1.189}, \"88826\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-01-16 04:44:30.000000+00:00\", \"2020-12-27 16:05:09.000000+00:00\", \"2022-06-02 08:05:30.000000+00:00\", \"2022-12-31 03:40:35.000000+00:00\", \"2019-02-03 03:20:09.000000+00:00\", \"2020-03-17 12:36:11.000000+00:00\"], \"session_ids\": [\"508c9615-7cfb-4ec3-9466-336136f1e302\", \"efba784b-a9d8-471c-8956-08514fa5f8e5\", \"f0c7668b-0be7-437e-bb39-03f1666f6b96\", \"e80e3b4d-f360-4fd0-bc86-aa13fd8e69b9\", \"b4bd0cc2-67b8-4c61-936f-0bc10b0843cc\", \"f3f16fb2-ece2-4ada-a83e-cefe081a343b\"], \"total_duration\": 876.0, \"total_sessions\": 6, \"mean_week_duration\": 4.232}, \"84703\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-13 04:18:42.000000+00:00\", \"2021-10-26 07:38:02.000000+00:00\", \"2021-02-27 20:57:55.000000+00:00\"], \"session_ids\": [\"da35c2c3-4891-4c4d-abaa-c1b082ac3027\", \"4cb78a78-468e-4ed7-88c8-69268c613c31\", \"00780765-b557-49e4-9e27-8bf0fd5c6c8c\"], \"total_duration\": 428.0, \"total_sessions\": 3, \"mean_week_duration\": 10.439}, \"49772\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-02-05 19:58:37.000000+00:00\", \"2023-04-26 08:16:47.000000+00:00\"], \"session_ids\": [\"179786da-7aa8-4f7e-bd3d-ee099248d2fd\", \"16e0ac93-d6eb-4331-8681-9ecbcb731ff1\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 0.918}, \"61635\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-16 08:39:59.000000+00:00\", \"2019-05-12 09:45:55.000000+00:00\"], \"session_ids\": [\"4b83f6fc-c7b9-4698-8c33-c49ce1699c51\", \"913b7168-e5e6-4c31-bf59-c8afc9ea14d4\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 1.268}, \"88440\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-06-07 22:10:08.000000+00:00\", \"2023-05-11 02:08:08.000000+00:00\"], \"session_ids\": [\"efd15d44-beac-4dd7-8fc9-b910d3dedce2\", \"17459df2-950a-4c32-ac6e-dae4e634a9a5\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.102}, \"5672\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-27 03:55:56.000000+00:00\", \"2022-04-19 06:14:43.000000+00:00\"], \"session_ids\": [\"633a701c-0374-45fe-b401-57ffd120cbb4\", \"0667969a-e0c5-4b76-9fe3-2fe7d3127093\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 45.2}}\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[{\"14572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-20 14:02:02.000000+00:00\", \"2021-03-01 06:53:43.000000+00:00\", \"2022-05-05 03:52:07.000000+00:00\", \"2020-08-19 07:25:12.000000+00:00\", \"2023-06-21 14:22:56.000000+00:00\", \"2020-05-10 12:51:25.000000+00:00\", \"2023-05-29 09:48:58.000000+00:00\", \"2021-02-26 02:00:44.000000+00:00\"], \"session_ids\": [\"3c1ac106-bff0-4b1c-a98b-81259bbd2a32\", \"5f12e24b-65d5-4c13-83b8-c80502e8a0a9\", \"fce0ba08-b427-4dc8-a1b5-525eb0c1045c\", \"26a589ba-b133-4259-92b4-0db0553871d7\", \"7b443430-7f99-40cd-9275-950b2a5b8989\", \"b84974ba-b900-41e5-86e3-9be72feda5d3\", \"948d3a6d-3454-49b3-9985-3399daf9a4d2\", \"1964642a-fbb9-4811-81f6-15efbdb3a85d\"], \"total_duration\": 823.0, \"total_sessions\": 8, \"mean_week_duration\": 5.049}}, {\"84703\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-13 04:18:42.000000+00:00\", \"2021-10-26 07:38:02.000000+00:00\", \"2021-02-27 20:57:55.000000+00:00\"], \"session_ids\": [\"da35c2c3-4891-4c4d-abaa-c1b082ac3027\", \"4cb78a78-468e-4ed7-88c8-69268c613c31\", \"00780765-b557-49e4-9e27-8bf0fd5c6c8c\"], \"total_duration\": 428.0, \"total_sessions\": 3, \"mean_week_duration\": 10.439}}, {\"5672\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-27 03:55:56.000000+00:00\", \"2022-04-19 06:14:43.000000+00:00\"], \"session_ids\": [\"633a701c-0374-45fe-b401-57ffd120cbb4\", \"0667969a-e0c5-4b76-9fe3-2fe7d3127093\"], \"total_duration\": 452.0, \"total_sessions\": 2, \"mean_week_duration\": 45.2}}, {\"88826\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-01-16 04:44:30.000000+00:00\", \"2020-12-27 16:05:09.000000+00:00\", \"2022-06-02 08:05:30.000000+00:00\", \"2022-12-31 03:40:35.000000+00:00\", \"2019-02-03 03:20:09.000000+00:00\", \"2020-03-17 12:36:11.000000+00:00\"], \"session_ids\": [\"508c9615-7cfb-4ec3-9466-336136f1e302\", \"efba784b-a9d8-471c-8956-08514fa5f8e5\", \"f0c7668b-0be7-437e-bb39-03f1666f6b96\", \"e80e3b4d-f360-4fd0-bc86-aa13fd8e69b9\", \"b4bd0cc2-67b8-4c61-936f-0bc10b0843cc\", \"f3f16fb2-ece2-4ada-a83e-cefe081a343b\"], \"total_duration\": 876.0, \"total_sessions\": 6, \"mean_week_duration\": 4.232}}, {\"88440\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-06-07 22:10:08.000000+00:00\", \"2023-05-11 02:08:08.000000+00:00\"], \"session_ids\": [\"efd15d44-beac-4dd7-8fc9-b910d3dedce2\", \"17459df2-950a-4c32-ac6e-dae4e634a9a5\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.102}}, {\"60927\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-01-18 18:00:49.000000+00:00\", \"2020-03-23 00:20:53.000000+00:00\"], \"session_ids\": [\"8461fb74-4f87-4cdc-b28b-82c044845e68\", \"48c010c4-56ef-4ab8-ac28-4cfa1dc7df21\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 1.189}}, {\"49772\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-02-05 19:58:37.000000+00:00\", \"2023-04-26 08:16:47.000000+00:00\"], \"session_ids\": [\"179786da-7aa8-4f7e-bd3d-ee099248d2fd\", \"16e0ac93-d6eb-4331-8681-9ecbcb731ff1\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 0.918}}, {\"61635\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-04-16 08:39:59.000000+00:00\", \"2019-05-12 09:45:55.000000+00:00\"], \"session_ids\": [\"4b83f6fc-c7b9-4698-8c33-c49ce1699c51\", \"913b7168-e5e6-4c31-bf59-c8afc9ea14d4\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 1.268}}]\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[{\"14572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-20 14:02:02.000000+00:00\", \"2021-03-01 06:53:43.000000+00:00\", \"2022-05-05 03:52:07.000000+00:00\", \"2020-08-19 07:25:12.000000+00:00\", \"2023-06-21 14:22:56.000000+00:00\", \"2020-05-10 12:51:25.000000+00:00\", \"2023-05-29 09:48:58.000000+00:00\", \"2021-02-26 02:00:44.000000+00:00\"], \"session_ids\": [\"3c1ac106-bff0-4b1c-a98b-81259bbd2a32\", \"5f12e24b-65d5-4c13-83b8-c80502e8a0a9\", \"fce0ba08-b427-4dc8-a1b5-525eb0c1045c\", \"26a589ba-b133-4259-92b4-0db0553871d7\", \"7b443430-7f99-40cd-9275-950b2a5b8989\", \"b84974ba-b900-41e5-86e3-9be72feda5d3\", \"948d3a6d-3454-49b3-9985-3399daf9a4d2\", \"1964642a-fbb9-4811-81f6-15efbdb3a85d\"], \"total_duration\": 823.0, \"total_sessions\": 8, \"mean_week_duration\": 5.049}}]\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[{\"14572\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-20 14:02:02.000000+00:00\", \"2021-03-01 06:53:43.000000+00:00\", \"2022-05-05 03:52:07.000000+00:00\", \"2020-08-19 07:25:12.000000+00:00\", \"2023-06-21 14:22:56.000000+00:00\", \"2020-05-10 12:51:25.000000+00:00\", \"2023-05-29 09:48:58.000000+00:00\", \"2021-02-26 02:00:44.000000+00:00\"], \"session_ids\": [\"3c1ac106-bff0-4b1c-a98b-81259bbd2a32\", \"5f12e24b-65d5-4c13-83b8-c80502e8a0a9\", \"fce0ba08-b427-4dc8-a1b5-525eb0c1045c\", \"26a589ba-b133-4259-92b4-0db0553871d7\", \"7b443430-7f99-40cd-9275-950b2a5b8989\", \"b84974ba-b900-41e5-86e3-9be72feda5d3\", \"948d3a6d-3454-49b3-9985-3399daf9a4d2\", \"1964642a-fbb9-4811-81f6-15efbdb3a85d\"], \"total_duration\": 823.0, \"total_sessions\": 8, \"mean_week_duration\": 5.049}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on user whose app usage time per week is <= than 14 , and apply sorting by app usage time desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80001\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-08-04 06:54:09.000000+00:00\", \"2019-08-17 19:48:18.000000+00:00\", \"2019-11-05 03:15:26.000000+00:00\", \"2020-08-21 12:56:59.000000+00:00\", \"2021-03-20 12:40:00.000000+00:00\", \"2020-02-18 04:29:46.000000+00:00\"], \"session_ids\": [\"c3eee11e-25ee-4d26-9b48-f9482678402b\", \"0d2206d7-0b77-4d3e-b6c9-36ff798a9f80\", \"c2c128eb-1436-4a3d-bf17-d191bc94a41d\", \"24724d16-8106-4f2f-8638-32987332c6b1\", \"1feea0ab-1398-464b-9ebf-66bb37629da2\", \"a6f2149f-8511-46e9-ab2d-c91bd5f15fba\"], \"total_duration\": 1085.0, \"total_sessions\": 6, \"mean_week_duration\": 12.765}, \"12111\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-08-23 08:14:19.000000+00:00\", \"2021-09-02 16:21:29.000000+00:00\"], \"session_ids\": [\"8be2f1aa-a03a-411d-adcf-171a0c4444f0\", \"45efec38-8d39-47a7-b08a-6591d197c775\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 3.294}, \"86135\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-20 07:25:17.000000+00:00\", \"2021-04-17 01:23:25.000000+00:00\"], \"session_ids\": [\"bee3e191-27a5-4d17-9838-24a54a91b1fb\", \"9954c42a-6749-459f-8e3a-55351451ab87\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 4.163}, \"64558\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-17 14:44:19.000000+00:00\", \"2020-09-25 12:27:58.000000+00:00\"], \"session_ids\": [\"1b8a0ae7-88b5-4617-929f-29438a027de2\", \"1eb869b2-4931-4c0d-8151-cf40e733e538\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 1.341}, \"45227\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 9, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-27 09:01:23.000000+00:00\", \"2021-05-01 12:49:21.000000+00:00\", \"2023-05-03 18:04:48.000000+00:00\", \"2021-07-23 23:29:41.000000+00:00\", \"2019-05-24 23:33:36.000000+00:00\", \"2021-02-24 09:55:28.000000+00:00\", \"2021-04-03 22:06:51.000000+00:00\", \"2020-09-14 17:17:00.000000+00:00\", \"2022-06-30 13:56:08.000000+00:00\"], \"session_ids\": [\"98532374-95a9-4be3-94c3-42163ad32692\", \"4616a8ae-59b3-4a33-872a-e2c57f9acc18\", \"a97cb22a-4502-446e-9406-5b176b5f9a9f\", \"ca8d80cf-15b5-4f99-80e2-0692f0a81dfe\", \"78d05334-b198-4a69-a78a-5c240f0a1c38\", \"50894161-c2e6-4162-8ef5-e73506bc7720\", \"1b6e0383-d49c-4e50-823e-e1e8e5d259dd\", \"7a9bbc82-3a3e-4aa6-aa34-0e3578eaccd0\", \"38b5076c-939c-4cb2-b970-9b7255784d60\"], \"total_duration\": 1706.0, \"total_sessions\": 9, \"mean_week_duration\": 8.282}, \"96505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-17 02:08:17.000000+00:00\", \"2020-10-24 15:02:11.000000+00:00\", \"2019-10-22 11:15:32.000000+00:00\", \"2021-01-17 09:31:30.000000+00:00\"], \"session_ids\": [\"5cb25bbc-548e-4ac5-99a2-864c502fe80a\", \"2f164734-1941-4018-9961-bcd73c160418\", \"b76a001f-ba85-45dc-a47d-5e176ae27821\", \"c316b4fd-fe16-4de1-8e6f-9653246119d0\"], \"total_duration\": 528.0, \"total_sessions\": 4, \"mean_week_duration\": 8.123}, \"95535\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Moscow\", \"datetimes\": [\"2020-04-19 14:46:46.000000+00:00\", \"2021-06-09 08:26:57.000000+00:00\"], \"session_ids\": [\"10819053-98b0-4e59-aff9-a0ac651b9068\", \"e4a185d8-cfda-4a94-8d68-32aae6493732\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"97849\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-05-20 00:39:58.000000+00:00\", \"2019-04-16 19:47:24.000000+00:00\"], \"session_ids\": [\"54fb736b-08b5-4df2-9a92-0da0d6ee3717\", \"5d892a70-02ba-40f9-9cfc-27ac446c01dc\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 0.477}, \"21964\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-30 16:27:04.000000+00:00\", \"2021-10-14 10:14:24.000000+00:00\", \"2020-10-14 19:41:54.000000+00:00\"], \"session_ids\": [\"2f9c281b-3a15-41ce-9db9-6a8bf1d5d3b5\", \"0d575337-bb09-4456-8ef4-5046b90ae8be\", \"687b72c3-ce71-406f-9303-bbff07718f1d\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 10.711}, \"45490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-09-21 19:22:31.000000+00:00\", \"2021-11-28 18:50:47.000000+00:00\", \"2021-02-01 03:50:35.000000+00:00\"], \"session_ids\": [\"b112c661-1a09-432b-81aa-5eb57a6951cc\", \"e6aa9179-9bf6-471e-aa18-c3aae1541ac0\", \"27835b6a-0b52-47c8-9fa4-27b737a83466\"], \"total_duration\": 300.0, \"total_sessions\": 3, \"mean_week_duration\": 6.977}}\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 14"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[14, 25]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80001\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-08-04 06:54:09.000000+00:00\", \"2019-08-17 19:48:18.000000+00:00\", \"2019-11-05 03:15:26.000000+00:00\", \"2020-08-21 12:56:59.000000+00:00\", \"2021-03-20 12:40:00.000000+00:00\", \"2020-02-18 04:29:46.000000+00:00\"], \"session_ids\": [\"c3eee11e-25ee-4d26-9b48-f9482678402b\", \"0d2206d7-0b77-4d3e-b6c9-36ff798a9f80\", \"c2c128eb-1436-4a3d-bf17-d191bc94a41d\", \"24724d16-8106-4f2f-8638-32987332c6b1\", \"1feea0ab-1398-464b-9ebf-66bb37629da2\", \"a6f2149f-8511-46e9-ab2d-c91bd5f15fba\"], \"total_duration\": 1085.0, \"total_sessions\": 6, \"mean_week_duration\": 12.765}, \"12111\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-08-23 08:14:19.000000+00:00\", \"2021-09-02 16:21:29.000000+00:00\"], \"session_ids\": [\"8be2f1aa-a03a-411d-adcf-171a0c4444f0\", \"45efec38-8d39-47a7-b08a-6591d197c775\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 3.294}, \"86135\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-20 07:25:17.000000+00:00\", \"2021-04-17 01:23:25.000000+00:00\"], \"session_ids\": [\"bee3e191-27a5-4d17-9838-24a54a91b1fb\", \"9954c42a-6749-459f-8e3a-55351451ab87\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 4.163}, \"64558\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-17 14:44:19.000000+00:00\", \"2020-09-25 12:27:58.000000+00:00\"], \"session_ids\": [\"1b8a0ae7-88b5-4617-929f-29438a027de2\", \"1eb869b2-4931-4c0d-8151-cf40e733e538\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 1.341}, \"45227\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 9, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-27 09:01:23.000000+00:00\", \"2021-05-01 12:49:21.000000+00:00\", \"2023-05-03 18:04:48.000000+00:00\", \"2021-07-23 23:29:41.000000+00:00\", \"2019-05-24 23:33:36.000000+00:00\", \"2021-02-24 09:55:28.000000+00:00\", \"2021-04-03 22:06:51.000000+00:00\", \"2020-09-14 17:17:00.000000+00:00\", \"2022-06-30 13:56:08.000000+00:00\"], \"session_ids\": [\"98532374-95a9-4be3-94c3-42163ad32692\", \"4616a8ae-59b3-4a33-872a-e2c57f9acc18\", \"a97cb22a-4502-446e-9406-5b176b5f9a9f\", \"ca8d80cf-15b5-4f99-80e2-0692f0a81dfe\", \"78d05334-b198-4a69-a78a-5c240f0a1c38\", \"50894161-c2e6-4162-8ef5-e73506bc7720\", \"1b6e0383-d49c-4e50-823e-e1e8e5d259dd\", \"7a9bbc82-3a3e-4aa6-aa34-0e3578eaccd0\", \"38b5076c-939c-4cb2-b970-9b7255784d60\"], \"total_duration\": 1706.0, \"total_sessions\": 9, \"mean_week_duration\": 8.282}, \"96505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-17 02:08:17.000000+00:00\", \"2020-10-24 15:02:11.000000+00:00\", \"2019-10-22 11:15:32.000000+00:00\", \"2021-01-17 09:31:30.000000+00:00\"], \"session_ids\": [\"5cb25bbc-548e-4ac5-99a2-864c502fe80a\", \"2f164734-1941-4018-9961-bcd73c160418\", \"b76a001f-ba85-45dc-a47d-5e176ae27821\", \"c316b4fd-fe16-4de1-8e6f-9653246119d0\"], \"total_duration\": 528.0, \"total_sessions\": 4, \"mean_week_duration\": 8.123}, \"95535\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Moscow\", \"datetimes\": [\"2020-04-19 14:46:46.000000+00:00\", \"2021-06-09 08:26:57.000000+00:00\"], \"session_ids\": [\"10819053-98b0-4e59-aff9-a0ac651b9068\", \"e4a185d8-cfda-4a94-8d68-32aae6493732\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"97849\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-05-20 00:39:58.000000+00:00\", \"2019-04-16 19:47:24.000000+00:00\"], \"session_ids\": [\"54fb736b-08b5-4df2-9a92-0da0d6ee3717\", \"5d892a70-02ba-40f9-9cfc-27ac446c01dc\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 0.477}, \"21964\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-30 16:27:04.000000+00:00\", \"2021-10-14 10:14:24.000000+00:00\", \"2020-10-14 19:41:54.000000+00:00\"], \"session_ids\": [\"2f9c281b-3a15-41ce-9db9-6a8bf1d5d3b5\", \"0d575337-bb09-4456-8ef4-5046b90ae8be\", \"687b72c3-ce71-406f-9303-bbff07718f1d\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 10.711}, \"45490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-09-21 19:22:31.000000+00:00\", \"2021-11-28 18:50:47.000000+00:00\", \"2021-02-01 03:50:35.000000+00:00\"], \"session_ids\": [\"b112c661-1a09-432b-81aa-5eb57a6951cc\", \"e6aa9179-9bf6-471e-aa18-c3aae1541ac0\", \"27835b6a-0b52-47c8-9fa4-27b737a83466\"], \"total_duration\": 300.0, \"total_sessions\": 3, \"mean_week_duration\": 6.977}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"45227\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 9, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-27 09:01:23.000000+00:00\", \"2021-05-01 12:49:21.000000+00:00\", \"2023-05-03 18:04:48.000000+00:00\", \"2021-07-23 23:29:41.000000+00:00\", \"2019-05-24 23:33:36.000000+00:00\", \"2021-02-24 09:55:28.000000+00:00\", \"2021-04-03 22:06:51.000000+00:00\", \"2020-09-14 17:17:00.000000+00:00\", \"2022-06-30 13:56:08.000000+00:00\"], \"session_ids\": [\"98532374-95a9-4be3-94c3-42163ad32692\", \"4616a8ae-59b3-4a33-872a-e2c57f9acc18\", \"a97cb22a-4502-446e-9406-5b176b5f9a9f\", \"ca8d80cf-15b5-4f99-80e2-0692f0a81dfe\", \"78d05334-b198-4a69-a78a-5c240f0a1c38\", \"50894161-c2e6-4162-8ef5-e73506bc7720\", \"1b6e0383-d49c-4e50-823e-e1e8e5d259dd\", \"7a9bbc82-3a3e-4aa6-aa34-0e3578eaccd0\", \"38b5076c-939c-4cb2-b970-9b7255784d60\"], \"total_duration\": 1706.0, \"total_sessions\": 9, \"mean_week_duration\": 8.282}}, {\"80001\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-08-04 06:54:09.000000+00:00\", \"2019-08-17 19:48:18.000000+00:00\", \"2019-11-05 03:15:26.000000+00:00\", \"2020-08-21 12:56:59.000000+00:00\", \"2021-03-20 12:40:00.000000+00:00\", \"2020-02-18 04:29:46.000000+00:00\"], \"session_ids\": [\"c3eee11e-25ee-4d26-9b48-f9482678402b\", \"0d2206d7-0b77-4d3e-b6c9-36ff798a9f80\", \"c2c128eb-1436-4a3d-bf17-d191bc94a41d\", \"24724d16-8106-4f2f-8638-32987332c6b1\", \"1feea0ab-1398-464b-9ebf-66bb37629da2\", \"a6f2149f-8511-46e9-ab2d-c91bd5f15fba\"], \"total_duration\": 1085.0, \"total_sessions\": 6, \"mean_week_duration\": 12.765}}, {\"21964\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-03-30 16:27:04.000000+00:00\", \"2021-10-14 10:14:24.000000+00:00\", \"2020-10-14 19:41:54.000000+00:00\"], \"session_ids\": [\"2f9c281b-3a15-41ce-9db9-6a8bf1d5d3b5\", \"0d575337-bb09-4456-8ef4-5046b90ae8be\", \"687b72c3-ce71-406f-9303-bbff07718f1d\"], \"total_duration\": 814.0, \"total_sessions\": 3, \"mean_week_duration\": 10.711}}, {\"96505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-05-17 02:08:17.000000+00:00\", \"2020-10-24 15:02:11.000000+00:00\", \"2019-10-22 11:15:32.000000+00:00\", \"2021-01-17 09:31:30.000000+00:00\"], \"session_ids\": [\"5cb25bbc-548e-4ac5-99a2-864c502fe80a\", \"2f164734-1941-4018-9961-bcd73c160418\", \"b76a001f-ba85-45dc-a47d-5e176ae27821\", \"c316b4fd-fe16-4de1-8e6f-9653246119d0\"], \"total_duration\": 528.0, \"total_sessions\": 4, \"mean_week_duration\": 8.123}}, {\"45490\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-09-21 19:22:31.000000+00:00\", \"2021-11-28 18:50:47.000000+00:00\", \"2021-02-01 03:50:35.000000+00:00\"], \"session_ids\": [\"b112c661-1a09-432b-81aa-5eb57a6951cc\", \"e6aa9179-9bf6-471e-aa18-c3aae1541ac0\", \"27835b6a-0b52-47c8-9fa4-27b737a83466\"], \"total_duration\": 300.0, \"total_sessions\": 3, \"mean_week_duration\": 6.977}}, {\"86135\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-20 07:25:17.000000+00:00\", \"2021-04-17 01:23:25.000000+00:00\"], \"session_ids\": [\"bee3e191-27a5-4d17-9838-24a54a91b1fb\", \"9954c42a-6749-459f-8e3a-55351451ab87\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 4.163}}, {\"64558\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-03-17 14:44:19.000000+00:00\", \"2020-09-25 12:27:58.000000+00:00\"], \"session_ids\": [\"1b8a0ae7-88b5-4617-929f-29438a027de2\", \"1eb869b2-4931-4c0d-8151-cf40e733e538\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 1.341}}, {\"12111\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-08-23 08:14:19.000000+00:00\", \"2021-09-02 16:21:29.000000+00:00\"], \"session_ids\": [\"8be2f1aa-a03a-411d-adcf-171a0c4444f0\", \"45efec38-8d39-47a7-b08a-6591d197c775\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 3.294}}, {\"95535\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Moscow\", \"datetimes\": [\"2020-04-19 14:46:46.000000+00:00\", \"2021-06-09 08:26:57.000000+00:00\"], \"session_ids\": [\"10819053-98b0-4e59-aff9-a0ac651b9068\", \"e4a185d8-cfda-4a94-8d68-32aae6493732\"], \"total_duration\": 120.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"97849\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2023-05-20 00:39:58.000000+00:00\", \"2019-04-16 19:47:24.000000+00:00\"], \"session_ids\": [\"54fb736b-08b5-4df2-9a92-0da0d6ee3717\", \"5d892a70-02ba-40f9-9cfc-27ac446c01dc\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 0.477}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 1 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"45227\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 9, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-27 09:01:23.000000+00:00\", \"2021-05-01 12:49:21.000000+00:00\", \"2023-05-03 18:04:48.000000+00:00\", \"2021-07-23 23:29:41.000000+00:00\", \"2019-05-24 23:33:36.000000+00:00\", \"2021-02-24 09:55:28.000000+00:00\", \"2021-04-03 22:06:51.000000+00:00\", \"2020-09-14 17:17:00.000000+00:00\", \"2022-06-30 13:56:08.000000+00:00\"], \"session_ids\": [\"98532374-95a9-4be3-94c3-42163ad32692\", \"4616a8ae-59b3-4a33-872a-e2c57f9acc18\", \"a97cb22a-4502-446e-9406-5b176b5f9a9f\", \"ca8d80cf-15b5-4f99-80e2-0692f0a81dfe\", \"78d05334-b198-4a69-a78a-5c240f0a1c38\", \"50894161-c2e6-4162-8ef5-e73506bc7720\", \"1b6e0383-d49c-4e50-823e-e1e8e5d259dd\", \"7a9bbc82-3a3e-4aa6-aa34-0e3578eaccd0\", \"38b5076c-939c-4cb2-b970-9b7255784d60\"], \"total_duration\": 1706.0, \"total_sessions\": 9, \"mean_week_duration\": 8.282}}]\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[{\"45227\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 9, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-11-27 09:01:23.000000+00:00\", \"2021-05-01 12:49:21.000000+00:00\", \"2023-05-03 18:04:48.000000+00:00\", \"2021-07-23 23:29:41.000000+00:00\", \"2019-05-24 23:33:36.000000+00:00\", \"2021-02-24 09:55:28.000000+00:00\", \"2021-04-03 22:06:51.000000+00:00\", \"2020-09-14 17:17:00.000000+00:00\", \"2022-06-30 13:56:08.000000+00:00\"], \"session_ids\": [\"98532374-95a9-4be3-94c3-42163ad32692\", \"4616a8ae-59b3-4a33-872a-e2c57f9acc18\", \"a97cb22a-4502-446e-9406-5b176b5f9a9f\", \"ca8d80cf-15b5-4f99-80e2-0692f0a81dfe\", \"78d05334-b198-4a69-a78a-5c240f0a1c38\", \"50894161-c2e6-4162-8ef5-e73506bc7720\", \"1b6e0383-d49c-4e50-823e-e1e8e5d259dd\", \"7a9bbc82-3a3e-4aa6-aa34-0e3578eaccd0\", \"38b5076c-939c-4cb2-b970-9b7255784d60\"], \"total_duration\": 1706.0, \"total_sessions\": 9, \"mean_week_duration\": 8.282}}]\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 users with a sum of sessions that is higher than 7 and lower than 4, exclusively additionaly apply sorting by median of duration of sessions per week decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-12-06 06:50:06.000000+00:00\", \"2020-02-23 23:25:35.000000+00:00\"], \"session_ids\": [\"3da8b174-822d-4d54-9c7d-82f84fc8dfc3\", \"91b1b830-48d3-487c-af9b-3357618089fb\"], \"total_duration\": 410.0, \"total_sessions\": 2, \"mean_week_duration\": 4.409}, \"97257\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2022-06-05 01:37:56.000000+00:00\", \"2019-10-14 16:14:35.000000+00:00\", \"2021-06-07 14:24:47.000000+00:00\", \"2021-02-08 20:43:54.000000+00:00\", \"2020-04-09 11:58:43.000000+00:00\", \"2023-05-25 10:58:47.000000+00:00\", \"2020-01-04 18:18:17.000000+00:00\", \"2022-09-28 13:58:01.000000+00:00\", \"2023-01-12 22:56:10.000000+00:00\", \"2020-06-24 02:40:28.000000+00:00\"], \"session_ids\": [\"005d4aa0-a416-4173-adf0-2588b04cae77\", \"abb1d059-1eb7-46c4-b54f-9afe4769cd2e\", \"241be7f9-4e95-4478-a885-ff6e49f4882c\", \"e232829e-da6d-4698-b42f-872639fb065b\", \"3ebe0b57-94e6-4c30-b6d6-35e7b605a884\", \"05547c35-7083-47c0-b714-103c17cf7ac4\", \"49ac383a-9bf1-4d97-a278-8c86eb23fda9\", \"07209e80-df4e-43fe-a853-958f70096d68\", \"27059539-0f92-47fb-a805-8fbc2a328bde\", \"e736a75b-0eb0-419a-b358-73023c0fda24\"], \"total_duration\": 11289.0, \"total_sessions\": 10, \"mean_week_duration\": 59.73}, \"92360\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-31 06:18:19.000000+00:00\", \"2021-10-21 20:57:29.000000+00:00\", \"2022-01-13 04:26:22.000000+00:00\"], \"session_ids\": [\"e513035f-4b35-4955-9a61-cc0f31a85934\", \"5b22a88b-5e65-4612-aa15-8dd316ce79f7\", \"18894249-7a1c-42f7-8e56-e0453ca00f5b\"], \"total_duration\": 734.0, \"total_sessions\": 3, \"mean_week_duration\": 13.593}, \"37304\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-11-22 14:28:11.000000+00:00\", \"2019-06-09 08:28:09.000000+00:00\", \"2020-12-28 09:22:05.000000+00:00\", \"2022-11-24 16:43:47.000000+00:00\", \"2022-01-20 17:03:02.000000+00:00\", \"2022-02-20 07:07:49.000000+00:00\", \"2020-04-23 18:04:47.000000+00:00\", \"2019-08-25 00:21:52.000000+00:00\", \"2023-03-10 15:43:17.000000+00:00\"], \"session_ids\": [\"5c78a254-c0ba-4224-a0f2-ecab2c3eedff\", \"8aed5195-8bf6-46a6-b3df-8f6d1ff78744\", \"7bdd5c67-c9a8-4c9f-b01b-0e4f9208da57\", \"a394f6b7-d979-483b-a20e-81de3097044b\", \"7fc573a1-0396-4674-bd81-21240ca4f442\", \"153a0251-8cdd-4515-9a31-e96d9732d1f3\", \"fc48c45c-38b9-46ab-8434-849a767b2fc9\", \"4027f9a4-7191-4859-a51f-c2561c09a61c\", \"575823b8-2e55-4dbe-8cff-e1041f9256b9\"], \"total_duration\": 570.0, \"total_sessions\": 9, \"mean_week_duration\": 2.908}, \"9859\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-28 17:57:36.000000+00:00\", \"2023-01-30 04:59:36.000000+00:00\", \"2019-12-14 17:30:21.000000+00:00\", \"2023-03-07 19:17:05.000000+00:00\", \"2020-01-16 03:55:51.000000+00:00\"], \"session_ids\": [\"140b3514-1560-4d91-a744-8475f95150a4\", \"de7058fc-b92c-4847-a15c-4b16b0ef6ef3\", \"05d0d334-0c2a-4bdc-8412-1e5a7fa5272a\", \"1b2b8f0d-4eb4-4123-82bb-fe9e727500ae\", \"be41eba5-d121-47a5-a3f2-13c02207e406\"], \"total_duration\": 1359.0, \"total_sessions\": 5, \"mean_week_duration\": 8.041}, \"62768\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-27 20:08:34.000000+00:00\", \"2020-02-22 19:13:12.000000+00:00\", \"2021-06-07 11:17:31.000000+00:00\", \"2019-10-22 17:11:43.000000+00:00\", \"2020-10-01 07:42:58.000000+00:00\"], \"session_ids\": [\"e0592c90-3c1a-4466-9bd1-6a49bf453bd1\", \"7e83a272-c5eb-4cc0-946f-dd01aa93faa6\", \"3f9b94dc-0b3a-4917-8332-d47604814bcc\", \"3684fc61-0ffe-4ac1-a542-9977e16e9505\", \"f35cda14-c40e-4157-8758-4e96787db2e7\"], \"total_duration\": 100.0, \"total_sessions\": 5, \"mean_week_duration\": 0.943}, \"7569\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-02-11 10:37:14.000000+00:00\", \"2021-07-27 23:56:12.000000+00:00\", \"2019-09-01 10:09:27.000000+00:00\", \"2022-06-16 04:53:02.000000+00:00\"], \"session_ids\": [\"ba6ce514-796e-4084-9ac5-798eee17d61b\", \"3a8de8b0-94c0-41cc-94da-4a816db70d13\", \"bb2eacad-18f6-4a2f-a9bc-dbd9332c66a9\", \"67d16282-6552-47b8-845a-f81e1ef1bfbb\"], \"total_duration\": 740.0, \"total_sessions\": 4, \"mean_week_duration\": 4.111}, \"61991\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-15 17:20:48.000000+00:00\", \"2020-05-26 10:15:05.000000+00:00\"], \"session_ids\": [\"c389b0e2-f40d-4d9f-a685-5bfa63fd6ca6\", \"b0abe2d9-b0bd-49f6-b2c1-8fa973a88e85\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 3.483}, \"57724\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-28 04:42:51.000000+00:00\", \"2023-03-23 13:59:53.000000+00:00\", \"2022-07-28 04:21:44.000000+00:00\", \"2022-09-21 01:45:57.000000+00:00\", \"2019-11-13 02:47:11.000000+00:00\", \"2020-08-14 17:59:07.000000+00:00\", \"2022-11-17 06:59:46.000000+00:00\"], \"session_ids\": [\"167136a1-e92f-4031-a809-6985b25a7052\", \"f4bf8fa1-58a4-4090-8a31-9a914723d216\", \"99a09983-2ded-400e-819e-620a6c3bb03d\", \"628d254a-b7d3-4bdb-bbc6-4f66157ac652\", \"7676db96-d5cf-47a9-93c9-40453eb98457\", \"2747b648-885a-48bd-8a46-4da40b9f78be\", \"8305f536-7eb2-46ae-a7a6-bd94ef36c8e6\"], \"total_duration\": 3347.0, \"total_sessions\": 7, \"mean_week_duration\": 19.017}, \"33077\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-28 03:27:22.000000+00:00\", \"2022-05-02 04:54:49.000000+00:00\"], \"session_ids\": [\"bb42186f-f026-4a29-9b4a-c4e0ef29e7a9\", \"8a7c188f-6c4c-4120-9ba7-e99211e74f67\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.288}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 4 and are greater than 7"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[4, 7]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-12-06 06:50:06.000000+00:00\", \"2020-02-23 23:25:35.000000+00:00\"], \"session_ids\": [\"3da8b174-822d-4d54-9c7d-82f84fc8dfc3\", \"91b1b830-48d3-487c-af9b-3357618089fb\"], \"total_duration\": 410.0, \"total_sessions\": 2, \"mean_week_duration\": 4.409}, \"92360\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-31 06:18:19.000000+00:00\", \"2021-10-21 20:57:29.000000+00:00\", \"2022-01-13 04:26:22.000000+00:00\"], \"session_ids\": [\"e513035f-4b35-4955-9a61-cc0f31a85934\", \"5b22a88b-5e65-4612-aa15-8dd316ce79f7\", \"18894249-7a1c-42f7-8e56-e0453ca00f5b\"], \"total_duration\": 734.0, \"total_sessions\": 3, \"mean_week_duration\": 13.593}, \"61991\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-15 17:20:48.000000+00:00\", \"2020-05-26 10:15:05.000000+00:00\"], \"session_ids\": [\"c389b0e2-f40d-4d9f-a685-5bfa63fd6ca6\", \"b0abe2d9-b0bd-49f6-b2c1-8fa973a88e85\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 3.483}, \"33077\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-28 03:27:22.000000+00:00\", \"2022-05-02 04:54:49.000000+00:00\"], \"session_ids\": [\"bb42186f-f026-4a29-9b4a-c4e0ef29e7a9\", \"8a7c188f-6c4c-4120-9ba7-e99211e74f67\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.288}, \"97257\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2022-06-05 01:37:56.000000+00:00\", \"2019-10-14 16:14:35.000000+00:00\", \"2021-06-07 14:24:47.000000+00:00\", \"2021-02-08 20:43:54.000000+00:00\", \"2020-04-09 11:58:43.000000+00:00\", \"2023-05-25 10:58:47.000000+00:00\", \"2020-01-04 18:18:17.000000+00:00\", \"2022-09-28 13:58:01.000000+00:00\", \"2023-01-12 22:56:10.000000+00:00\", \"2020-06-24 02:40:28.000000+00:00\"], \"session_ids\": [\"005d4aa0-a416-4173-adf0-2588b04cae77\", \"abb1d059-1eb7-46c4-b54f-9afe4769cd2e\", \"241be7f9-4e95-4478-a885-ff6e49f4882c\", \"e232829e-da6d-4698-b42f-872639fb065b\", \"3ebe0b57-94e6-4c30-b6d6-35e7b605a884\", \"05547c35-7083-47c0-b714-103c17cf7ac4\", \"49ac383a-9bf1-4d97-a278-8c86eb23fda9\", \"07209e80-df4e-43fe-a853-958f70096d68\", \"27059539-0f92-47fb-a805-8fbc2a328bde\", \"e736a75b-0eb0-419a-b358-73023c0fda24\"], \"total_duration\": 11289.0, \"total_sessions\": 10, \"mean_week_duration\": 59.73}, \"37304\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-11-22 14:28:11.000000+00:00\", \"2019-06-09 08:28:09.000000+00:00\", \"2020-12-28 09:22:05.000000+00:00\", \"2022-11-24 16:43:47.000000+00:00\", \"2022-01-20 17:03:02.000000+00:00\", \"2022-02-20 07:07:49.000000+00:00\", \"2020-04-23 18:04:47.000000+00:00\", \"2019-08-25 00:21:52.000000+00:00\", \"2023-03-10 15:43:17.000000+00:00\"], \"session_ids\": [\"5c78a254-c0ba-4224-a0f2-ecab2c3eedff\", \"8aed5195-8bf6-46a6-b3df-8f6d1ff78744\", \"7bdd5c67-c9a8-4c9f-b01b-0e4f9208da57\", \"a394f6b7-d979-483b-a20e-81de3097044b\", \"7fc573a1-0396-4674-bd81-21240ca4f442\", \"153a0251-8cdd-4515-9a31-e96d9732d1f3\", \"fc48c45c-38b9-46ab-8434-849a767b2fc9\", \"4027f9a4-7191-4859-a51f-c2561c09a61c\", \"575823b8-2e55-4dbe-8cff-e1041f9256b9\"], \"total_duration\": 570.0, \"total_sessions\": 9, \"mean_week_duration\": 2.908}}\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[{\"97257\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2022-06-05 01:37:56.000000+00:00\", \"2019-10-14 16:14:35.000000+00:00\", \"2021-06-07 14:24:47.000000+00:00\", \"2021-02-08 20:43:54.000000+00:00\", \"2020-04-09 11:58:43.000000+00:00\", \"2023-05-25 10:58:47.000000+00:00\", \"2020-01-04 18:18:17.000000+00:00\", \"2022-09-28 13:58:01.000000+00:00\", \"2023-01-12 22:56:10.000000+00:00\", \"2020-06-24 02:40:28.000000+00:00\"], \"session_ids\": [\"005d4aa0-a416-4173-adf0-2588b04cae77\", \"abb1d059-1eb7-46c4-b54f-9afe4769cd2e\", \"241be7f9-4e95-4478-a885-ff6e49f4882c\", \"e232829e-da6d-4698-b42f-872639fb065b\", \"3ebe0b57-94e6-4c30-b6d6-35e7b605a884\", \"05547c35-7083-47c0-b714-103c17cf7ac4\", \"49ac383a-9bf1-4d97-a278-8c86eb23fda9\", \"07209e80-df4e-43fe-a853-958f70096d68\", \"27059539-0f92-47fb-a805-8fbc2a328bde\", \"e736a75b-0eb0-419a-b358-73023c0fda24\"], \"total_duration\": 11289.0, \"total_sessions\": 10, \"mean_week_duration\": 59.73}}, {\"92360\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-31 06:18:19.000000+00:00\", \"2021-10-21 20:57:29.000000+00:00\", \"2022-01-13 04:26:22.000000+00:00\"], \"session_ids\": [\"e513035f-4b35-4955-9a61-cc0f31a85934\", \"5b22a88b-5e65-4612-aa15-8dd316ce79f7\", \"18894249-7a1c-42f7-8e56-e0453ca00f5b\"], \"total_duration\": 734.0, \"total_sessions\": 3, \"mean_week_duration\": 13.593}}, {\"53143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-12-06 06:50:06.000000+00:00\", \"2020-02-23 23:25:35.000000+00:00\"], \"session_ids\": [\"3da8b174-822d-4d54-9c7d-82f84fc8dfc3\", \"91b1b830-48d3-487c-af9b-3357618089fb\"], \"total_duration\": 410.0, \"total_sessions\": 2, \"mean_week_duration\": 4.409}}, {\"61991\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-15 17:20:48.000000+00:00\", \"2020-05-26 10:15:05.000000+00:00\"], \"session_ids\": [\"c389b0e2-f40d-4d9f-a685-5bfa63fd6ca6\", \"b0abe2d9-b0bd-49f6-b2c1-8fa973a88e85\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 3.483}}, {\"37304\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-11-22 14:28:11.000000+00:00\", \"2019-06-09 08:28:09.000000+00:00\", \"2020-12-28 09:22:05.000000+00:00\", \"2022-11-24 16:43:47.000000+00:00\", \"2022-01-20 17:03:02.000000+00:00\", \"2022-02-20 07:07:49.000000+00:00\", \"2020-04-23 18:04:47.000000+00:00\", \"2019-08-25 00:21:52.000000+00:00\", \"2023-03-10 15:43:17.000000+00:00\"], \"session_ids\": [\"5c78a254-c0ba-4224-a0f2-ecab2c3eedff\", \"8aed5195-8bf6-46a6-b3df-8f6d1ff78744\", \"7bdd5c67-c9a8-4c9f-b01b-0e4f9208da57\", \"a394f6b7-d979-483b-a20e-81de3097044b\", \"7fc573a1-0396-4674-bd81-21240ca4f442\", \"153a0251-8cdd-4515-9a31-e96d9732d1f3\", \"fc48c45c-38b9-46ab-8434-849a767b2fc9\", \"4027f9a4-7191-4859-a51f-c2561c09a61c\", \"575823b8-2e55-4dbe-8cff-e1041f9256b9\"], \"total_duration\": 570.0, \"total_sessions\": 9, \"mean_week_duration\": 2.908}}, {\"33077\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-28 03:27:22.000000+00:00\", \"2022-05-02 04:54:49.000000+00:00\"], \"session_ids\": [\"bb42186f-f026-4a29-9b4a-c4e0ef29e7a9\", \"8a7c188f-6c4c-4120-9ba7-e99211e74f67\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.288}}]\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[{\"97257\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2022-06-05 01:37:56.000000+00:00\", \"2019-10-14 16:14:35.000000+00:00\", \"2021-06-07 14:24:47.000000+00:00\", \"2021-02-08 20:43:54.000000+00:00\", \"2020-04-09 11:58:43.000000+00:00\", \"2023-05-25 10:58:47.000000+00:00\", \"2020-01-04 18:18:17.000000+00:00\", \"2022-09-28 13:58:01.000000+00:00\", \"2023-01-12 22:56:10.000000+00:00\", \"2020-06-24 02:40:28.000000+00:00\"], \"session_ids\": [\"005d4aa0-a416-4173-adf0-2588b04cae77\", \"abb1d059-1eb7-46c4-b54f-9afe4769cd2e\", \"241be7f9-4e95-4478-a885-ff6e49f4882c\", \"e232829e-da6d-4698-b42f-872639fb065b\", \"3ebe0b57-94e6-4c30-b6d6-35e7b605a884\", \"05547c35-7083-47c0-b714-103c17cf7ac4\", \"49ac383a-9bf1-4d97-a278-8c86eb23fda9\", \"07209e80-df4e-43fe-a853-958f70096d68\", \"27059539-0f92-47fb-a805-8fbc2a328bde\", \"e736a75b-0eb0-419a-b358-73023c0fda24\"], \"total_duration\": 11289.0, \"total_sessions\": 10, \"mean_week_duration\": 59.73}}, {\"92360\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-10-31 06:18:19.000000+00:00\", \"2021-10-21 20:57:29.000000+00:00\", \"2022-01-13 04:26:22.000000+00:00\"], \"session_ids\": [\"e513035f-4b35-4955-9a61-cc0f31a85934\", \"5b22a88b-5e65-4612-aa15-8dd316ce79f7\", \"18894249-7a1c-42f7-8e56-e0453ca00f5b\"], \"total_duration\": 734.0, \"total_sessions\": 3, \"mean_week_duration\": 13.593}}, {\"53143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-12-06 06:50:06.000000+00:00\", \"2020-02-23 23:25:35.000000+00:00\"], \"session_ids\": [\"3da8b174-822d-4d54-9c7d-82f84fc8dfc3\", \"91b1b830-48d3-487c-af9b-3357618089fb\"], \"total_duration\": 410.0, \"total_sessions\": 2, \"mean_week_duration\": 4.409}}, {\"61991\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-15 17:20:48.000000+00:00\", \"2020-05-26 10:15:05.000000+00:00\"], \"session_ids\": [\"c389b0e2-f40d-4d9f-a685-5bfa63fd6ca6\", \"b0abe2d9-b0bd-49f6-b2c1-8fa973a88e85\"], \"total_duration\": 202.0, \"total_sessions\": 2, \"mean_week_duration\": 3.483}}, {\"37304\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-11-22 14:28:11.000000+00:00\", \"2019-06-09 08:28:09.000000+00:00\", \"2020-12-28 09:22:05.000000+00:00\", \"2022-11-24 16:43:47.000000+00:00\", \"2022-01-20 17:03:02.000000+00:00\", \"2022-02-20 07:07:49.000000+00:00\", \"2020-04-23 18:04:47.000000+00:00\", \"2019-08-25 00:21:52.000000+00:00\", \"2023-03-10 15:43:17.000000+00:00\"], \"session_ids\": [\"5c78a254-c0ba-4224-a0f2-ecab2c3eedff\", \"8aed5195-8bf6-46a6-b3df-8f6d1ff78744\", \"7bdd5c67-c9a8-4c9f-b01b-0e4f9208da57\", \"a394f6b7-d979-483b-a20e-81de3097044b\", \"7fc573a1-0396-4674-bd81-21240ca4f442\", \"153a0251-8cdd-4515-9a31-e96d9732d1f3\", \"fc48c45c-38b9-46ab-8434-849a767b2fc9\", \"4027f9a4-7191-4859-a51f-c2561c09a61c\", \"575823b8-2e55-4dbe-8cff-e1041f9256b9\"], \"total_duration\": 570.0, \"total_sessions\": 9, \"mean_week_duration\": 2.908}}, {\"33077\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-01-28 03:27:22.000000+00:00\", \"2022-05-02 04:54:49.000000+00:00\"], \"session_ids\": [\"bb42186f-f026-4a29-9b4a-c4e0ef29e7a9\", \"8a7c188f-6c4c-4120-9ba7-e99211e74f67\"], \"total_duration\": 152.0, \"total_sessions\": 2, \"mean_week_duration\": 1.288}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Provide insights into 8 users who aren't residing in cities Madrid, Sydney, Lisbon , do sorting by town center name from the largest value to the smallest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"87693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-21 10:03:22.000000+00:00\", \"2023-05-21 09:55:50.000000+00:00\"], \"session_ids\": [\"15ae7fcd-76ac-4c9f-8d4b-e7708a9c8129\", \"1beaddb3-a655-40c3-acae-4a354ac4957a\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 3.012}, \"12292\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-01 00:08:17.000000+00:00\", \"2019-02-14 08:24:02.000000+00:00\"], \"session_ids\": [\"82e4cc4e-f1a5-48df-8c9b-dda432ae63eb\", \"34ef0f4a-d2d0-460f-8e2c-e547094e80df\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.259}, \"6407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-09 00:32:21.000000+00:00\", \"2021-10-26 13:38:43.000000+00:00\", \"2021-01-28 12:07:16.000000+00:00\"], \"session_ids\": [\"3876fe1a-281a-4b9a-b20c-7030990bb9c5\", \"daf4af05-117e-40bc-adc8-bc895d783543\", \"804ed287-a046-4bb2-af0e-0c35166707be\"], \"total_duration\": 378.0, \"total_sessions\": 3, \"mean_week_duration\": 9.0}, \"19371\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-12-16 21:27:37.000000+00:00\", \"2020-03-01 06:52:01.000000+00:00\", \"2021-05-13 15:56:53.000000+00:00\", \"2019-04-05 00:37:43.000000+00:00\"], \"session_ids\": [\"43e62b59-6e70-48b0-ad82-5b84ca3486d2\", \"ffbc2a02-2b39-4aa6-8402-dc1eb48c3aa2\", \"65a00f8b-7382-4e8b-b546-f08f4378a699\", \"ce599310-13d0-410d-84a1-b3cd7408852a\"], \"total_duration\": 939.0, \"total_sessions\": 4, \"mean_week_duration\": 6.66}, \"12362\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-26 13:32:20.000000+00:00\", \"2020-02-01 23:37:41.000000+00:00\", \"2021-12-16 17:55:06.000000+00:00\", \"2019-11-26 13:14:25.000000+00:00\", \"2020-12-10 02:49:29.000000+00:00\", \"2022-11-10 18:42:58.000000+00:00\", \"2019-01-06 03:45:53.000000+00:00\", \"2019-08-31 14:49:26.000000+00:00\"], \"session_ids\": [\"6b058669-ea41-4206-a330-dbd90b9581d6\", \"25158ce6-84df-43d6-9d28-656aecd90187\", \"b4cc982d-b1f0-4388-aa91-098a6aa13eff\", \"012ffa40-8557-4a3f-af28-9f9b4c953eca\", \"2bd710a0-fc61-4257-a386-a94170100d58\", \"9b670d0f-db53-4df5-b9b9-0c3f408ac025\", \"e26e4326-d4fc-4a5f-8c17-7d169f0df53a\", \"a6d984e2-d89f-479b-85e6-3040c738c84e\"], \"total_duration\": 96.0, \"total_sessions\": 8, \"mean_week_duration\": 0.478}, \"87788\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-08 09:35:29.000000+00:00\", \"2021-01-28 13:35:31.000000+00:00\", \"2021-03-03 17:38:03.000000+00:00\", \"2023-06-23 15:24:41.000000+00:00\", \"2023-06-11 04:03:55.000000+00:00\", \"2021-12-22 03:01:12.000000+00:00\"], \"session_ids\": [\"b856f102-c764-4c1a-9be1-c7e966b8c8a2\", \"5e67681e-08fb-48f9-a9b0-f6b6b6656f11\", \"478f120e-0a63-49d9-9e1e-e6c63223baa7\", \"c2882e14-f1e9-439a-afba-6c35e143ca26\", \"9b477d7a-2e32-4305-b4db-7ae4c43cb176\", \"4d1e043c-bf10-4b2d-b897-116f1e9851ca\"], \"total_duration\": 119.0, \"total_sessions\": 6, \"mean_week_duration\": 0.815}, \"9677\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-04-02 14:40:11.000000+00:00\", \"2023-04-13 00:00:45.000000+00:00\", \"2019-06-02 17:07:17.000000+00:00\", \"2023-02-17 11:33:10.000000+00:00\", \"2022-08-04 07:11:12.000000+00:00\", \"2021-03-17 19:48:34.000000+00:00\", \"2019-09-15 04:26:07.000000+00:00\", \"2019-08-23 23:44:17.000000+00:00\", \"2021-03-19 18:07:10.000000+00:00\"], \"session_ids\": [\"77ad4e5d-2b60-4325-94c1-7ef1e8c50861\", \"329da50d-7444-4bc7-83dd-d9900052c4c4\", \"55dd60ce-8be5-4631-b381-467b7295d3a6\", \"2d171421-c141-4cb4-bda4-e45300fc3ca9\", \"8e4f37c4-93a5-49d0-a6c6-1b600026b22e\", \"f94a7a89-9442-4c55-90a3-83b7f6ca75fc\", \"95048800-9cc7-45ae-b8fe-69194e7ac5c6\", \"959e686e-88af-4a0f-9971-f40a25270980\", \"5a5e23af-233e-457a-abb7-b4159f181482\"], \"total_duration\": 425.0, \"total_sessions\": 9, \"mean_week_duration\": 2.104}, \"29339\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-06 12:00:02.000000+00:00\", \"2020-09-26 20:02:01.000000+00:00\"], \"session_ids\": [\"09ed416e-4ada-4c19-9abb-acdd47f6aec3\", \"5b83ec1c-cb83-4d62-a186-e7c564ff2816\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 4.464}, \"7393\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-01-13 15:53:07.000000+00:00\", \"2019-05-20 12:01:00.000000+00:00\", \"2020-05-24 18:30:57.000000+00:00\", \"2020-10-02 12:21:21.000000+00:00\", \"2020-10-26 13:39:52.000000+00:00\"], \"session_ids\": [\"14a9ada9-11af-427f-920f-a908427d362d\", \"a204c820-329b-433f-8c7d-0f38a3cb668c\", \"08393dbc-493d-4439-a993-ce52ab9c68a7\", \"e49b2667-9161-49f8-8f83-d7294b0beda3\", \"91032af1-7e6e-47d9-a4bb-6ca9134ce166\"], \"total_duration\": 2804.0, \"total_sessions\": 5, \"mean_week_duration\": 32.23}, \"20989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-06-14 16:00:59.000000+00:00\", \"2021-02-18 00:24:34.000000+00:00\"], \"session_ids\": [\"1fd9ea18-e351-4e02-9359-4e15d3fcbd56\", \"78e32886-fbe5-481f-8502-084b56212722\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 2.145}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Madrid, Sydney, Larebon"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Madrid\", \"Sydney\", \"Lisbon\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"87693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-21 10:03:22.000000+00:00\", \"2023-05-21 09:55:50.000000+00:00\"], \"session_ids\": [\"15ae7fcd-76ac-4c9f-8d4b-e7708a9c8129\", \"1beaddb3-a655-40c3-acae-4a354ac4957a\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 3.012}, \"12292\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-01 00:08:17.000000+00:00\", \"2019-02-14 08:24:02.000000+00:00\"], \"session_ids\": [\"82e4cc4e-f1a5-48df-8c9b-dda432ae63eb\", \"34ef0f4a-d2d0-460f-8e2c-e547094e80df\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.259}, \"6407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-09 00:32:21.000000+00:00\", \"2021-10-26 13:38:43.000000+00:00\", \"2021-01-28 12:07:16.000000+00:00\"], \"session_ids\": [\"3876fe1a-281a-4b9a-b20c-7030990bb9c5\", \"daf4af05-117e-40bc-adc8-bc895d783543\", \"804ed287-a046-4bb2-af0e-0c35166707be\"], \"total_duration\": 378.0, \"total_sessions\": 3, \"mean_week_duration\": 9.0}, \"19371\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-12-16 21:27:37.000000+00:00\", \"2020-03-01 06:52:01.000000+00:00\", \"2021-05-13 15:56:53.000000+00:00\", \"2019-04-05 00:37:43.000000+00:00\"], \"session_ids\": [\"43e62b59-6e70-48b0-ad82-5b84ca3486d2\", \"ffbc2a02-2b39-4aa6-8402-dc1eb48c3aa2\", \"65a00f8b-7382-4e8b-b546-f08f4378a699\", \"ce599310-13d0-410d-84a1-b3cd7408852a\"], \"total_duration\": 939.0, \"total_sessions\": 4, \"mean_week_duration\": 6.66}, \"12362\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-26 13:32:20.000000+00:00\", \"2020-02-01 23:37:41.000000+00:00\", \"2021-12-16 17:55:06.000000+00:00\", \"2019-11-26 13:14:25.000000+00:00\", \"2020-12-10 02:49:29.000000+00:00\", \"2022-11-10 18:42:58.000000+00:00\", \"2019-01-06 03:45:53.000000+00:00\", \"2019-08-31 14:49:26.000000+00:00\"], \"session_ids\": [\"6b058669-ea41-4206-a330-dbd90b9581d6\", \"25158ce6-84df-43d6-9d28-656aecd90187\", \"b4cc982d-b1f0-4388-aa91-098a6aa13eff\", \"012ffa40-8557-4a3f-af28-9f9b4c953eca\", \"2bd710a0-fc61-4257-a386-a94170100d58\", \"9b670d0f-db53-4df5-b9b9-0c3f408ac025\", \"e26e4326-d4fc-4a5f-8c17-7d169f0df53a\", \"a6d984e2-d89f-479b-85e6-3040c738c84e\"], \"total_duration\": 96.0, \"total_sessions\": 8, \"mean_week_duration\": 0.478}, \"87788\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-08 09:35:29.000000+00:00\", \"2021-01-28 13:35:31.000000+00:00\", \"2021-03-03 17:38:03.000000+00:00\", \"2023-06-23 15:24:41.000000+00:00\", \"2023-06-11 04:03:55.000000+00:00\", \"2021-12-22 03:01:12.000000+00:00\"], \"session_ids\": [\"b856f102-c764-4c1a-9be1-c7e966b8c8a2\", \"5e67681e-08fb-48f9-a9b0-f6b6b6656f11\", \"478f120e-0a63-49d9-9e1e-e6c63223baa7\", \"c2882e14-f1e9-439a-afba-6c35e143ca26\", \"9b477d7a-2e32-4305-b4db-7ae4c43cb176\", \"4d1e043c-bf10-4b2d-b897-116f1e9851ca\"], \"total_duration\": 119.0, \"total_sessions\": 6, \"mean_week_duration\": 0.815}, \"9677\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-04-02 14:40:11.000000+00:00\", \"2023-04-13 00:00:45.000000+00:00\", \"2019-06-02 17:07:17.000000+00:00\", \"2023-02-17 11:33:10.000000+00:00\", \"2022-08-04 07:11:12.000000+00:00\", \"2021-03-17 19:48:34.000000+00:00\", \"2019-09-15 04:26:07.000000+00:00\", \"2019-08-23 23:44:17.000000+00:00\", \"2021-03-19 18:07:10.000000+00:00\"], \"session_ids\": [\"77ad4e5d-2b60-4325-94c1-7ef1e8c50861\", \"329da50d-7444-4bc7-83dd-d9900052c4c4\", \"55dd60ce-8be5-4631-b381-467b7295d3a6\", \"2d171421-c141-4cb4-bda4-e45300fc3ca9\", \"8e4f37c4-93a5-49d0-a6c6-1b600026b22e\", \"f94a7a89-9442-4c55-90a3-83b7f6ca75fc\", \"95048800-9cc7-45ae-b8fe-69194e7ac5c6\", \"959e686e-88af-4a0f-9971-f40a25270980\", \"5a5e23af-233e-457a-abb7-b4159f181482\"], \"total_duration\": 425.0, \"total_sessions\": 9, \"mean_week_duration\": 2.104}, \"29339\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-06 12:00:02.000000+00:00\", \"2020-09-26 20:02:01.000000+00:00\"], \"session_ids\": [\"09ed416e-4ada-4c19-9abb-acdd47f6aec3\", \"5b83ec1c-cb83-4d62-a186-e7c564ff2816\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 4.464}, \"7393\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-01-13 15:53:07.000000+00:00\", \"2019-05-20 12:01:00.000000+00:00\", \"2020-05-24 18:30:57.000000+00:00\", \"2020-10-02 12:21:21.000000+00:00\", \"2020-10-26 13:39:52.000000+00:00\"], \"session_ids\": [\"14a9ada9-11af-427f-920f-a908427d362d\", \"a204c820-329b-433f-8c7d-0f38a3cb668c\", \"08393dbc-493d-4439-a993-ce52ab9c68a7\", \"e49b2667-9161-49f8-8f83-d7294b0beda3\", \"91032af1-7e6e-47d9-a4bb-6ca9134ce166\"], \"total_duration\": 2804.0, \"total_sessions\": 5, \"mean_week_duration\": 32.23}, \"20989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-06-14 16:00:59.000000+00:00\", \"2021-02-18 00:24:34.000000+00:00\"], \"session_ids\": [\"1fd9ea18-e351-4e02-9359-4e15d3fcbd56\", \"78e32886-fbe5-481f-8502-084b56212722\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 2.145}}\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[{\"9677\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-04-02 14:40:11.000000+00:00\", \"2023-04-13 00:00:45.000000+00:00\", \"2019-06-02 17:07:17.000000+00:00\", \"2023-02-17 11:33:10.000000+00:00\", \"2022-08-04 07:11:12.000000+00:00\", \"2021-03-17 19:48:34.000000+00:00\", \"2019-09-15 04:26:07.000000+00:00\", \"2019-08-23 23:44:17.000000+00:00\", \"2021-03-19 18:07:10.000000+00:00\"], \"session_ids\": [\"77ad4e5d-2b60-4325-94c1-7ef1e8c50861\", \"329da50d-7444-4bc7-83dd-d9900052c4c4\", \"55dd60ce-8be5-4631-b381-467b7295d3a6\", \"2d171421-c141-4cb4-bda4-e45300fc3ca9\", \"8e4f37c4-93a5-49d0-a6c6-1b600026b22e\", \"f94a7a89-9442-4c55-90a3-83b7f6ca75fc\", \"95048800-9cc7-45ae-b8fe-69194e7ac5c6\", \"959e686e-88af-4a0f-9971-f40a25270980\", \"5a5e23af-233e-457a-abb7-b4159f181482\"], \"total_duration\": 425.0, \"total_sessions\": 9, \"mean_week_duration\": 2.104}}, {\"12292\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-01 00:08:17.000000+00:00\", \"2019-02-14 08:24:02.000000+00:00\"], \"session_ids\": [\"82e4cc4e-f1a5-48df-8c9b-dda432ae63eb\", \"34ef0f4a-d2d0-460f-8e2c-e547094e80df\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.259}}, {\"29339\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-06 12:00:02.000000+00:00\", \"2020-09-26 20:02:01.000000+00:00\"], \"session_ids\": [\"09ed416e-4ada-4c19-9abb-acdd47f6aec3\", \"5b83ec1c-cb83-4d62-a186-e7c564ff2816\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 4.464}}, {\"87788\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-08 09:35:29.000000+00:00\", \"2021-01-28 13:35:31.000000+00:00\", \"2021-03-03 17:38:03.000000+00:00\", \"2023-06-23 15:24:41.000000+00:00\", \"2023-06-11 04:03:55.000000+00:00\", \"2021-12-22 03:01:12.000000+00:00\"], \"session_ids\": [\"b856f102-c764-4c1a-9be1-c7e966b8c8a2\", \"5e67681e-08fb-48f9-a9b0-f6b6b6656f11\", \"478f120e-0a63-49d9-9e1e-e6c63223baa7\", \"c2882e14-f1e9-439a-afba-6c35e143ca26\", \"9b477d7a-2e32-4305-b4db-7ae4c43cb176\", \"4d1e043c-bf10-4b2d-b897-116f1e9851ca\"], \"total_duration\": 119.0, \"total_sessions\": 6, \"mean_week_duration\": 0.815}}, {\"19371\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-12-16 21:27:37.000000+00:00\", \"2020-03-01 06:52:01.000000+00:00\", \"2021-05-13 15:56:53.000000+00:00\", \"2019-04-05 00:37:43.000000+00:00\"], \"session_ids\": [\"43e62b59-6e70-48b0-ad82-5b84ca3486d2\", \"ffbc2a02-2b39-4aa6-8402-dc1eb48c3aa2\", \"65a00f8b-7382-4e8b-b546-f08f4378a699\", \"ce599310-13d0-410d-84a1-b3cd7408852a\"], \"total_duration\": 939.0, \"total_sessions\": 4, \"mean_week_duration\": 6.66}}, {\"87693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-21 10:03:22.000000+00:00\", \"2023-05-21 09:55:50.000000+00:00\"], \"session_ids\": [\"15ae7fcd-76ac-4c9f-8d4b-e7708a9c8129\", \"1beaddb3-a655-40c3-acae-4a354ac4957a\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 3.012}}, {\"12362\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-26 13:32:20.000000+00:00\", \"2020-02-01 23:37:41.000000+00:00\", \"2021-12-16 17:55:06.000000+00:00\", \"2019-11-26 13:14:25.000000+00:00\", \"2020-12-10 02:49:29.000000+00:00\", \"2022-11-10 18:42:58.000000+00:00\", \"2019-01-06 03:45:53.000000+00:00\", \"2019-08-31 14:49:26.000000+00:00\"], \"session_ids\": [\"6b058669-ea41-4206-a330-dbd90b9581d6\", \"25158ce6-84df-43d6-9d28-656aecd90187\", \"b4cc982d-b1f0-4388-aa91-098a6aa13eff\", \"012ffa40-8557-4a3f-af28-9f9b4c953eca\", \"2bd710a0-fc61-4257-a386-a94170100d58\", \"9b670d0f-db53-4df5-b9b9-0c3f408ac025\", \"e26e4326-d4fc-4a5f-8c17-7d169f0df53a\", \"a6d984e2-d89f-479b-85e6-3040c738c84e\"], \"total_duration\": 96.0, \"total_sessions\": 8, \"mean_week_duration\": 0.478}}, {\"6407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-09 00:32:21.000000+00:00\", \"2021-10-26 13:38:43.000000+00:00\", \"2021-01-28 12:07:16.000000+00:00\"], \"session_ids\": [\"3876fe1a-281a-4b9a-b20c-7030990bb9c5\", \"daf4af05-117e-40bc-adc8-bc895d783543\", \"804ed287-a046-4bb2-af0e-0c35166707be\"], \"total_duration\": 378.0, \"total_sessions\": 3, \"mean_week_duration\": 9.0}}, {\"20989\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-06-14 16:00:59.000000+00:00\", \"2021-02-18 00:24:34.000000+00:00\"], \"session_ids\": [\"1fd9ea18-e351-4e02-9359-4e15d3fcbd56\", \"78e32886-fbe5-481f-8502-084b56212722\"], \"total_duration\": 148.0, \"total_sessions\": 2, \"mean_week_duration\": 2.145}}, {\"7393\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2021-01-13 15:53:07.000000+00:00\", \"2019-05-20 12:01:00.000000+00:00\", \"2020-05-24 18:30:57.000000+00:00\", \"2020-10-02 12:21:21.000000+00:00\", \"2020-10-26 13:39:52.000000+00:00\"], \"session_ids\": [\"14a9ada9-11af-427f-920f-a908427d362d\", \"a204c820-329b-433f-8c7d-0f38a3cb668c\", \"08393dbc-493d-4439-a993-ce52ab9c68a7\", \"e49b2667-9161-49f8-8f83-d7294b0beda3\", \"91032af1-7e6e-47d9-a4bb-6ca9134ce166\"], \"total_duration\": 2804.0, \"total_sessions\": 5, \"mean_week_duration\": 32.23}}]\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[{\"9677\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-04-02 14:40:11.000000+00:00\", \"2023-04-13 00:00:45.000000+00:00\", \"2019-06-02 17:07:17.000000+00:00\", \"2023-02-17 11:33:10.000000+00:00\", \"2022-08-04 07:11:12.000000+00:00\", \"2021-03-17 19:48:34.000000+00:00\", \"2019-09-15 04:26:07.000000+00:00\", \"2019-08-23 23:44:17.000000+00:00\", \"2021-03-19 18:07:10.000000+00:00\"], \"session_ids\": [\"77ad4e5d-2b60-4325-94c1-7ef1e8c50861\", \"329da50d-7444-4bc7-83dd-d9900052c4c4\", \"55dd60ce-8be5-4631-b381-467b7295d3a6\", \"2d171421-c141-4cb4-bda4-e45300fc3ca9\", \"8e4f37c4-93a5-49d0-a6c6-1b600026b22e\", \"f94a7a89-9442-4c55-90a3-83b7f6ca75fc\", \"95048800-9cc7-45ae-b8fe-69194e7ac5c6\", \"959e686e-88af-4a0f-9971-f40a25270980\", \"5a5e23af-233e-457a-abb7-b4159f181482\"], \"total_duration\": 425.0, \"total_sessions\": 9, \"mean_week_duration\": 2.104}}, {\"12292\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-01 00:08:17.000000+00:00\", \"2019-02-14 08:24:02.000000+00:00\"], \"session_ids\": [\"82e4cc4e-f1a5-48df-8c9b-dda432ae63eb\", \"34ef0f4a-d2d0-460f-8e2c-e547094e80df\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.259}}, {\"29339\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-06 12:00:02.000000+00:00\", \"2020-09-26 20:02:01.000000+00:00\"], \"session_ids\": [\"09ed416e-4ada-4c19-9abb-acdd47f6aec3\", \"5b83ec1c-cb83-4d62-a186-e7c564ff2816\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 4.464}}, {\"87788\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-08 09:35:29.000000+00:00\", \"2021-01-28 13:35:31.000000+00:00\", \"2021-03-03 17:38:03.000000+00:00\", \"2023-06-23 15:24:41.000000+00:00\", \"2023-06-11 04:03:55.000000+00:00\", \"2021-12-22 03:01:12.000000+00:00\"], \"session_ids\": [\"b856f102-c764-4c1a-9be1-c7e966b8c8a2\", \"5e67681e-08fb-48f9-a9b0-f6b6b6656f11\", \"478f120e-0a63-49d9-9e1e-e6c63223baa7\", \"c2882e14-f1e9-439a-afba-6c35e143ca26\", \"9b477d7a-2e32-4305-b4db-7ae4c43cb176\", \"4d1e043c-bf10-4b2d-b897-116f1e9851ca\"], \"total_duration\": 119.0, \"total_sessions\": 6, \"mean_week_duration\": 0.815}}, {\"19371\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-12-16 21:27:37.000000+00:00\", \"2020-03-01 06:52:01.000000+00:00\", \"2021-05-13 15:56:53.000000+00:00\", \"2019-04-05 00:37:43.000000+00:00\"], \"session_ids\": [\"43e62b59-6e70-48b0-ad82-5b84ca3486d2\", \"ffbc2a02-2b39-4aa6-8402-dc1eb48c3aa2\", \"65a00f8b-7382-4e8b-b546-f08f4378a699\", \"ce599310-13d0-410d-84a1-b3cd7408852a\"], \"total_duration\": 939.0, \"total_sessions\": 4, \"mean_week_duration\": 6.66}}, {\"87693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-21 10:03:22.000000+00:00\", \"2023-05-21 09:55:50.000000+00:00\"], \"session_ids\": [\"15ae7fcd-76ac-4c9f-8d4b-e7708a9c8129\", \"1beaddb3-a655-40c3-acae-4a354ac4957a\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 3.012}}, {\"12362\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-26 13:32:20.000000+00:00\", \"2020-02-01 23:37:41.000000+00:00\", \"2021-12-16 17:55:06.000000+00:00\", \"2019-11-26 13:14:25.000000+00:00\", \"2020-12-10 02:49:29.000000+00:00\", \"2022-11-10 18:42:58.000000+00:00\", \"2019-01-06 03:45:53.000000+00:00\", \"2019-08-31 14:49:26.000000+00:00\"], \"session_ids\": [\"6b058669-ea41-4206-a330-dbd90b9581d6\", \"25158ce6-84df-43d6-9d28-656aecd90187\", \"b4cc982d-b1f0-4388-aa91-098a6aa13eff\", \"012ffa40-8557-4a3f-af28-9f9b4c953eca\", \"2bd710a0-fc61-4257-a386-a94170100d58\", \"9b670d0f-db53-4df5-b9b9-0c3f408ac025\", \"e26e4326-d4fc-4a5f-8c17-7d169f0df53a\", \"a6d984e2-d89f-479b-85e6-3040c738c84e\"], \"total_duration\": 96.0, \"total_sessions\": 8, \"mean_week_duration\": 0.478}}, {\"6407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-09 00:32:21.000000+00:00\", \"2021-10-26 13:38:43.000000+00:00\", \"2021-01-28 12:07:16.000000+00:00\"], \"session_ids\": [\"3876fe1a-281a-4b9a-b20c-7030990bb9c5\", \"daf4af05-117e-40bc-adc8-bc895d783543\", \"804ed287-a046-4bb2-af0e-0c35166707be\"], \"total_duration\": 378.0, \"total_sessions\": 3, \"mean_week_duration\": 9.0}}]\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[{\"9677\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-04-02 14:40:11.000000+00:00\", \"2023-04-13 00:00:45.000000+00:00\", \"2019-06-02 17:07:17.000000+00:00\", \"2023-02-17 11:33:10.000000+00:00\", \"2022-08-04 07:11:12.000000+00:00\", \"2021-03-17 19:48:34.000000+00:00\", \"2019-09-15 04:26:07.000000+00:00\", \"2019-08-23 23:44:17.000000+00:00\", \"2021-03-19 18:07:10.000000+00:00\"], \"session_ids\": [\"77ad4e5d-2b60-4325-94c1-7ef1e8c50861\", \"329da50d-7444-4bc7-83dd-d9900052c4c4\", \"55dd60ce-8be5-4631-b381-467b7295d3a6\", \"2d171421-c141-4cb4-bda4-e45300fc3ca9\", \"8e4f37c4-93a5-49d0-a6c6-1b600026b22e\", \"f94a7a89-9442-4c55-90a3-83b7f6ca75fc\", \"95048800-9cc7-45ae-b8fe-69194e7ac5c6\", \"959e686e-88af-4a0f-9971-f40a25270980\", \"5a5e23af-233e-457a-abb7-b4159f181482\"], \"total_duration\": 425.0, \"total_sessions\": 9, \"mean_week_duration\": 2.104}}, {\"12292\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-05-01 00:08:17.000000+00:00\", \"2019-02-14 08:24:02.000000+00:00\"], \"session_ids\": [\"82e4cc4e-f1a5-48df-8c9b-dda432ae63eb\", \"34ef0f4a-d2d0-460f-8e2c-e547094e80df\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.259}}, {\"29339\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-05-06 12:00:02.000000+00:00\", \"2020-09-26 20:02:01.000000+00:00\"], \"session_ids\": [\"09ed416e-4ada-4c19-9abb-acdd47f6aec3\", \"5b83ec1c-cb83-4d62-a186-e7c564ff2816\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 4.464}}, {\"87788\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-08 09:35:29.000000+00:00\", \"2021-01-28 13:35:31.000000+00:00\", \"2021-03-03 17:38:03.000000+00:00\", \"2023-06-23 15:24:41.000000+00:00\", \"2023-06-11 04:03:55.000000+00:00\", \"2021-12-22 03:01:12.000000+00:00\"], \"session_ids\": [\"b856f102-c764-4c1a-9be1-c7e966b8c8a2\", \"5e67681e-08fb-48f9-a9b0-f6b6b6656f11\", \"478f120e-0a63-49d9-9e1e-e6c63223baa7\", \"c2882e14-f1e9-439a-afba-6c35e143ca26\", \"9b477d7a-2e32-4305-b4db-7ae4c43cb176\", \"4d1e043c-bf10-4b2d-b897-116f1e9851ca\"], \"total_duration\": 119.0, \"total_sessions\": 6, \"mean_week_duration\": 0.815}}, {\"19371\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-12-16 21:27:37.000000+00:00\", \"2020-03-01 06:52:01.000000+00:00\", \"2021-05-13 15:56:53.000000+00:00\", \"2019-04-05 00:37:43.000000+00:00\"], \"session_ids\": [\"43e62b59-6e70-48b0-ad82-5b84ca3486d2\", \"ffbc2a02-2b39-4aa6-8402-dc1eb48c3aa2\", \"65a00f8b-7382-4e8b-b546-f08f4378a699\", \"ce599310-13d0-410d-84a1-b3cd7408852a\"], \"total_duration\": 939.0, \"total_sessions\": 4, \"mean_week_duration\": 6.66}}, {\"87693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-21 10:03:22.000000+00:00\", \"2023-05-21 09:55:50.000000+00:00\"], \"session_ids\": [\"15ae7fcd-76ac-4c9f-8d4b-e7708a9c8129\", \"1beaddb3-a655-40c3-acae-4a354ac4957a\"], \"total_duration\": 250.0, \"total_sessions\": 2, \"mean_week_duration\": 3.012}}, {\"12362\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-09-26 13:32:20.000000+00:00\", \"2020-02-01 23:37:41.000000+00:00\", \"2021-12-16 17:55:06.000000+00:00\", \"2019-11-26 13:14:25.000000+00:00\", \"2020-12-10 02:49:29.000000+00:00\", \"2022-11-10 18:42:58.000000+00:00\", \"2019-01-06 03:45:53.000000+00:00\", \"2019-08-31 14:49:26.000000+00:00\"], \"session_ids\": [\"6b058669-ea41-4206-a330-dbd90b9581d6\", \"25158ce6-84df-43d6-9d28-656aecd90187\", \"b4cc982d-b1f0-4388-aa91-098a6aa13eff\", \"012ffa40-8557-4a3f-af28-9f9b4c953eca\", \"2bd710a0-fc61-4257-a386-a94170100d58\", \"9b670d0f-db53-4df5-b9b9-0c3f408ac025\", \"e26e4326-d4fc-4a5f-8c17-7d169f0df53a\", \"a6d984e2-d89f-479b-85e6-3040c738c84e\"], \"total_duration\": 96.0, \"total_sessions\": 8, \"mean_week_duration\": 0.478}}, {\"6407\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-01-09 00:32:21.000000+00:00\", \"2021-10-26 13:38:43.000000+00:00\", \"2021-01-28 12:07:16.000000+00:00\"], \"session_ids\": [\"3876fe1a-281a-4b9a-b20c-7030990bb9c5\", \"daf4af05-117e-40bc-adc8-bc895d783543\", \"804ed287-a046-4bb2-af0e-0c35166707be\"], \"total_duration\": 378.0, \"total_sessions\": 3, \"mean_week_duration\": 9.0}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about 7 users who have number of sessions strictly greater than 10 and less than 3 , execute sorting by name of the town asc + provide me only with 2 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"33077\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-04 17:44:13.000000+00:00\", \"2022-11-06 22:55:20.000000+00:00\", \"2019-11-14 21:09:34.000000+00:00\", \"2023-05-02 15:18:32.000000+00:00\", \"2020-10-28 19:43:06.000000+00:00\", \"2020-10-06 21:31:40.000000+00:00\", \"2022-11-29 02:12:37.000000+00:00\", \"2019-02-01 07:06:06.000000+00:00\", \"2020-11-27 01:46:16.000000+00:00\"], \"session_ids\": [\"bca5470c-21f0-4591-9f77-0f79dbe4a28e\", \"b0b42a00-b4cc-4a7d-a74b-6237f126e3e8\", \"64c22fc3-459e-4c88-b86a-428d251773c6\", \"542d89eb-0c97-40b6-94ac-3adc9d76d5ad\", \"e05a0de8-ee5f-4392-b7b1-f92e85d14f1b\", \"0f1b01c9-7f82-4099-b00b-4c6e2b4af1e2\", \"093ccbd9-ef70-4000-b2ff-2876cf7f34d5\", \"2ff9d444-dce2-4195-99be-81554ea0c150\", \"70f3dc47-e82d-4797-88d0-c4b0a44af57e\"], \"total_duration\": 4950.0, \"total_sessions\": 9, \"mean_week_duration\": 22.297}, \"74066\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-10-14 06:45:48.000000+00:00\", \"2022-10-16 16:34:05.000000+00:00\", \"2019-07-25 10:25:55.000000+00:00\", \"2020-11-01 22:08:34.000000+00:00\", \"2021-10-21 10:56:41.000000+00:00\"], \"session_ids\": [\"d5a8ecad-29bd-448d-bc5e-b2fe76519575\", \"4591fe13-1db1-4d09-b261-000f2d53a5eb\", \"76806374-b916-4692-b7fc-5d778530e574\", \"657a8ed7-6841-4542-9d6c-e5a2f384514a\", \"bb1e8bd8-249f-4f21-82b5-75553682dc1a\"], \"total_duration\": 289.0, \"total_sessions\": 5, \"mean_week_duration\": 1.71}, \"64554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-12-26 22:10:02.000000+00:00\", \"2021-06-29 08:20:46.000000+00:00\"], \"session_ids\": [\"8efbb3f8-c03f-4856-bf8f-2443aef9a48f\", \"28e5b9cd-35c7-46f6-8777-1ef982ffddaf\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 11.231}, \"27992\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-27 11:27:22.000000+00:00\", \"2019-08-12 09:42:47.000000+00:00\"], \"session_ids\": [\"ba4679e7-0c52-412a-86a5-3000b28c9b93\", \"9142e8a4-5040-4816-a0d6-c5eb324843f8\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 2.636}, \"86228\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-12-22 14:23:08.000000+00:00\", \"2022-08-01 00:08:26.000000+00:00\", \"2020-12-23 07:36:28.000000+00:00\", \"2022-07-30 11:54:18.000000+00:00\", \"2021-03-21 06:33:58.000000+00:00\"], \"session_ids\": [\"bd29d6c5-ef92-407c-9806-a6e4465d8bd9\", \"e9203313-1dd6-4050-800f-17b198007062\", \"031feca8-2cbf-49c5-a545-7345bc0a43b7\", \"a82976bb-e11f-4543-8016-a5d981c4f693\", \"f980c22d-f9ce-47ba-b51c-4de79aa8bdaf\"], \"total_duration\": 1312.0, \"total_sessions\": 5, \"mean_week_duration\": 15.619}, \"84938\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-12-05 17:16:59.000000+00:00\", \"2021-04-11 11:42:04.000000+00:00\", \"2019-10-18 17:19:03.000000+00:00\", \"2019-04-28 07:26:50.000000+00:00\", \"2021-08-26 10:27:03.000000+00:00\"], \"session_ids\": [\"b7833fe9-a51e-455f-8390-719c2952ad0e\", \"93253b27-5ed3-4873-ad3b-20eca07f0c5d\", \"117de78c-d795-46f3-a0d6-69ab532c39b7\", \"f035be84-0556-4fa0-84e9-fb16240e1b62\", \"624f9ee8-29d5-486a-a443-8be5d6162157\"], \"total_duration\": 1604.0, \"total_sessions\": 5, \"mean_week_duration\": 11.794}, \"14804\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-19 08:34:15.000000+00:00\", \"2020-02-15 18:59:19.000000+00:00\", \"2022-02-05 03:14:39.000000+00:00\", \"2019-08-24 08:15:03.000000+00:00\", \"2023-02-23 16:44:50.000000+00:00\"], \"session_ids\": [\"77e36ac6-9ea2-466f-aa97-e32ed798c434\", \"68b081b2-1011-4fc5-b6ae-5f9de03a7b86\", \"af178092-c102-4e14-a525-3e4be66bc1aa\", \"e049a63b-84f4-4778-9ccc-90e73ac369e1\", \"44a4a1a7-fc66-48bf-a3f7-0751b7da4366\"], \"total_duration\": 3243.0, \"total_sessions\": 5, \"mean_week_duration\": 17.721}, \"61445\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-07 16:55:20.000000+00:00\", \"2019-04-08 04:24:41.000000+00:00\"], \"session_ids\": [\"f3dcbf5b-0af7-430b-97be-a7a924302842\", \"b0e50bad-243f-424c-9adb-460abdbcc899\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 4.8}, \"27612\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-11 03:43:55.000000+00:00\", \"2021-11-30 23:33:43.000000+00:00\", \"2023-06-18 04:49:05.000000+00:00\"], \"session_ids\": [\"15d9c2d2-649e-401c-8e84-3c25cd5248f0\", \"10d0d854-3f75-47f8-beac-fdaaef467585\", \"8c72fa8f-0a19-437c-bd61-694dff01a8af\"], \"total_duration\": 296.0, \"total_sessions\": 3, \"mean_week_duration\": 3.654}, \"91333\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-05-02 03:24:59.000000+00:00\", \"2019-01-14 14:43:51.000000+00:00\"], \"session_ids\": [\"b3d60480-a7ec-4345-a759-023d99b454e7\", \"14976560-5e2e-4211-ab42-c03e4e52bde8\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 6.221}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or 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{\"64554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-12-26 22:10:02.000000+00:00\", \"2021-06-29 08:20:46.000000+00:00\"], \"session_ids\": [\"8efbb3f8-c03f-4856-bf8f-2443aef9a48f\", \"28e5b9cd-35c7-46f6-8777-1ef982ffddaf\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 11.231}, \"27992\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-27 11:27:22.000000+00:00\", \"2019-08-12 09:42:47.000000+00:00\"], \"session_ids\": [\"ba4679e7-0c52-412a-86a5-3000b28c9b93\", \"9142e8a4-5040-4816-a0d6-c5eb324843f8\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 2.636}, \"61445\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-07 16:55:20.000000+00:00\", \"2019-04-08 04:24:41.000000+00:00\"], \"session_ids\": [\"f3dcbf5b-0af7-430b-97be-a7a924302842\", \"b0e50bad-243f-424c-9adb-460abdbcc899\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 4.8}, \"27612\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-11 03:43:55.000000+00:00\", \"2021-11-30 23:33:43.000000+00:00\", \"2023-06-18 04:49:05.000000+00:00\"], \"session_ids\": [\"15d9c2d2-649e-401c-8e84-3c25cd5248f0\", \"10d0d854-3f75-47f8-beac-fdaaef467585\", \"8c72fa8f-0a19-437c-bd61-694dff01a8af\"], \"total_duration\": 296.0, \"total_sessions\": 3, \"mean_week_duration\": 3.654}, \"91333\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-05-02 03:24:59.000000+00:00\", \"2019-01-14 14:43:51.000000+00:00\"], \"session_ids\": [\"b3d60480-a7ec-4345-a759-023d99b454e7\", \"14976560-5e2e-4211-ab42-c03e4e52bde8\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 6.221}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"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[{\"27992\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-27 11:27:22.000000+00:00\", \"2019-08-12 09:42:47.000000+00:00\"], \"session_ids\": [\"ba4679e7-0c52-412a-86a5-3000b28c9b93\", \"9142e8a4-5040-4816-a0d6-c5eb324843f8\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 2.636}}, {\"61445\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-07 16:55:20.000000+00:00\", \"2019-04-08 04:24:41.000000+00:00\"], \"session_ids\": [\"f3dcbf5b-0af7-430b-97be-a7a924302842\", \"b0e50bad-243f-424c-9adb-460abdbcc899\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 4.8}}, {\"27612\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3, \"Calendar Settings Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-05-11 03:43:55.000000+00:00\", \"2021-11-30 23:33:43.000000+00:00\", \"2023-06-18 04:49:05.000000+00:00\"], \"session_ids\": [\"15d9c2d2-649e-401c-8e84-3c25cd5248f0\", \"10d0d854-3f75-47f8-beac-fdaaef467585\", \"8c72fa8f-0a19-437c-bd61-694dff01a8af\"], \"total_duration\": 296.0, \"total_sessions\": 3, \"mean_week_duration\": 3.654}}, {\"64554\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-12-26 22:10:02.000000+00:00\", \"2021-06-29 08:20:46.000000+00:00\"], \"session_ids\": [\"8efbb3f8-c03f-4856-bf8f-2443aef9a48f\", \"28e5b9cd-35c7-46f6-8777-1ef982ffddaf\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 11.231}}, {\"91333\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-05-02 03:24:59.000000+00:00\", \"2019-01-14 14:43:51.000000+00:00\"], \"session_ids\": [\"b3d60480-a7ec-4345-a759-023d99b454e7\", \"14976560-5e2e-4211-ab42-c03e4e52bde8\"], \"total_duration\": 423.0, \"total_sessions\": 2, \"mean_week_duration\": 6.221}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"27992\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-27 11:27:22.000000+00:00\", \"2019-08-12 09:42:47.000000+00:00\"], \"session_ids\": [\"ba4679e7-0c52-412a-86a5-3000b28c9b93\", \"9142e8a4-5040-4816-a0d6-c5eb324843f8\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 2.636}}, {\"61445\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-07 16:55:20.000000+00:00\", \"2019-04-08 04:24:41.000000+00:00\"], \"session_ids\": [\"f3dcbf5b-0af7-430b-97be-a7a924302842\", \"b0e50bad-243f-424c-9adb-460abdbcc899\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 4.8}}]\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[{\"27992\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-27 11:27:22.000000+00:00\", \"2019-08-12 09:42:47.000000+00:00\"], \"session_ids\": [\"ba4679e7-0c52-412a-86a5-3000b28c9b93\", \"9142e8a4-5040-4816-a0d6-c5eb324843f8\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 2.636}}, {\"61445\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-05-07 16:55:20.000000+00:00\", \"2019-04-08 04:24:41.000000+00:00\"], \"session_ids\": [\"f3dcbf5b-0af7-430b-97be-a7a924302842\", \"b0e50bad-243f-424c-9adb-460abdbcc899\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 4.8}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about users who have total sessions = 3 in addition perform sorting by sessions summation descending and show me only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"91947\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-02-11 05:39:08.000000+00:00\", \"2020-08-19 18:29:00.000000+00:00\"], \"session_ids\": [\"d811f7c2-ee0b-4959-8cc1-6a0dc4b6a194\", \"671031bf-bbc9-4a5f-ba5d-940a44d3a418\"], \"total_duration\": 457.0, \"total_sessions\": 2, \"mean_week_duration\": 16.321}, \"82774\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-12 04:51:53.000000+00:00\", \"2019-08-24 03:43:38.000000+00:00\", \"2022-02-04 12:27:59.000000+00:00\"], \"session_ids\": [\"64d043bc-6478-4dd9-8167-0120a46aa6fa\", \"c9a6a265-8365-4932-9d80-e29c87d742f9\", \"a8c15e0f-35b0-4e37-9d3d-581eeff2f695\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 2.261}, \"89825\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-21 06:22:23.000000+00:00\", \"2020-05-07 09:48:14.000000+00:00\", \"2021-08-31 16:41:14.000000+00:00\"], \"session_ids\": [\"5e6b750a-232c-475b-8e6b-6d0f217eaa25\", \"0ebaae6e-4894-44a5-a77d-7247eb316fac\", \"052dfb15-3df8-4943-b5ed-6b09bbd436ee\"], \"total_duration\": 38.0, \"total_sessions\": 3, \"mean_week_duration\": 0.33}, \"75269\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-03-19 18:01:54.000000+00:00\", \"2021-07-05 06:17:52.000000+00:00\", \"2020-04-23 20:54:56.000000+00:00\", \"2022-06-30 18:13:21.000000+00:00\"], \"session_ids\": [\"a7ee9e0d-9f33-4865-9c55-fef50cd59dd5\", \"d7242ced-2533-45d0-8ff6-e82ee97500bb\", \"6612a66e-3810-40b4-93bd-9f3586ba8a4f\", \"22c72ffe-3899-4bea-8d77-4a0fc9986057\"], \"total_duration\": 1371.0, \"total_sessions\": 4, \"mean_week_duration\": 12.026}, \"61021\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-15 11:06:53.000000+00:00\", \"2021-06-10 00:33:29.000000+00:00\", \"2019-05-18 04:01:33.000000+00:00\"], \"session_ids\": [\"7f3e7933-a8eb-4055-a771-babf0f9b036e\", \"0e44106b-c418-4be0-a42f-fe0d637bc85b\", \"519b5426-8f29-4e5a-84b2-b4b73bec8aa8\"], \"total_duration\": 220.0, \"total_sessions\": 3, \"mean_week_duration\": 1.947}, \"43923\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-09-15 05:00:19.000000+00:00\", \"2020-09-19 14:47:09.000000+00:00\"], \"session_ids\": [\"80b6b420-19fa-473b-aed0-1ed3ab1014ca\", \"cb840d22-debf-48f1-b482-b26668d90574\"], \"total_duration\": 237.0, \"total_sessions\": 2, \"mean_week_duration\": 237.0}, \"8781\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2023-05-27 00:24:09.000000+00:00\", \"2019-06-19 15:47:16.000000+00:00\"], \"session_ids\": [\"474e7938-c357-46fa-bf4b-cd0e9da6998f\", \"5c9ac448-af6c-4075-b5fe-204642886313\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 1.956}, \"99924\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-04-14 07:58:15.000000+00:00\", \"2020-09-08 19:52:42.000000+00:00\"], \"session_ids\": [\"f4101aba-5a61-426a-b1a7-20ef02d02702\", \"52e22276-d52d-4f45-a76b-6d23c079392f\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 4.619}, \"93843\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-05-12 18:43:23.000000+00:00\", \"2022-09-08 15:40:49.000000+00:00\", \"2020-02-02 23:15:29.000000+00:00\", \"2022-03-27 18:18:51.000000+00:00\"], \"session_ids\": [\"83b00eed-a9cc-45a0-8464-a221f16ab53b\", \"e42a96c1-d583-48c7-96de-ba99d1ce0194\", \"7357efa6-90e8-4f53-a2e7-33546bd7383f\", \"6df45c81-8740-4b06-9a3a-db754a296ec0\"], \"total_duration\": 403.0, \"total_sessions\": 4, \"mean_week_duration\": 2.316}, \"76796\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 5, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-02-28 06:12:36.000000+00:00\", \"2022-01-13 06:36:03.000000+00:00\"], \"session_ids\": [\"a5175835-f758-47bf-871b-6d9e800621aa\", \"0d07a76b-71b9-4f87-aa75-14ca79a7bb6f\"], \"total_duration\": 224.0, \"total_sessions\": 2, \"mean_week_duration\": 32.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[3, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"82774\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-12 04:51:53.000000+00:00\", \"2019-08-24 03:43:38.000000+00:00\", \"2022-02-04 12:27:59.000000+00:00\"], \"session_ids\": [\"64d043bc-6478-4dd9-8167-0120a46aa6fa\", \"c9a6a265-8365-4932-9d80-e29c87d742f9\", \"a8c15e0f-35b0-4e37-9d3d-581eeff2f695\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 2.261}, \"89825\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-21 06:22:23.000000+00:00\", \"2020-05-07 09:48:14.000000+00:00\", \"2021-08-31 16:41:14.000000+00:00\"], \"session_ids\": [\"5e6b750a-232c-475b-8e6b-6d0f217eaa25\", \"0ebaae6e-4894-44a5-a77d-7247eb316fac\", \"052dfb15-3df8-4943-b5ed-6b09bbd436ee\"], \"total_duration\": 38.0, \"total_sessions\": 3, \"mean_week_duration\": 0.33}, \"61021\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-15 11:06:53.000000+00:00\", \"2021-06-10 00:33:29.000000+00:00\", \"2019-05-18 04:01:33.000000+00:00\"], \"session_ids\": [\"7f3e7933-a8eb-4055-a771-babf0f9b036e\", \"0e44106b-c418-4be0-a42f-fe0d637bc85b\", \"519b5426-8f29-4e5a-84b2-b4b73bec8aa8\"], \"total_duration\": 220.0, \"total_sessions\": 3, \"mean_week_duration\": 1.947}}\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[{\"82774\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-12 04:51:53.000000+00:00\", \"2019-08-24 03:43:38.000000+00:00\", \"2022-02-04 12:27:59.000000+00:00\"], \"session_ids\": [\"64d043bc-6478-4dd9-8167-0120a46aa6fa\", \"c9a6a265-8365-4932-9d80-e29c87d742f9\", \"a8c15e0f-35b0-4e37-9d3d-581eeff2f695\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 2.261}}, {\"89825\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-21 06:22:23.000000+00:00\", \"2020-05-07 09:48:14.000000+00:00\", \"2021-08-31 16:41:14.000000+00:00\"], \"session_ids\": [\"5e6b750a-232c-475b-8e6b-6d0f217eaa25\", \"0ebaae6e-4894-44a5-a77d-7247eb316fac\", \"052dfb15-3df8-4943-b5ed-6b09bbd436ee\"], \"total_duration\": 38.0, \"total_sessions\": 3, \"mean_week_duration\": 0.33}}, {\"61021\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-15 11:06:53.000000+00:00\", \"2021-06-10 00:33:29.000000+00:00\", \"2019-05-18 04:01:33.000000+00:00\"], \"session_ids\": [\"7f3e7933-a8eb-4055-a771-babf0f9b036e\", \"0e44106b-c418-4be0-a42f-fe0d637bc85b\", \"519b5426-8f29-4e5a-84b2-b4b73bec8aa8\"], \"total_duration\": 220.0, \"total_sessions\": 3, \"mean_week_duration\": 1.947}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"82774\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-12 04:51:53.000000+00:00\", \"2019-08-24 03:43:38.000000+00:00\", \"2022-02-04 12:27:59.000000+00:00\"], \"session_ids\": [\"64d043bc-6478-4dd9-8167-0120a46aa6fa\", \"c9a6a265-8365-4932-9d80-e29c87d742f9\", \"a8c15e0f-35b0-4e37-9d3d-581eeff2f695\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 2.261}}, {\"89825\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-21 06:22:23.000000+00:00\", \"2020-05-07 09:48:14.000000+00:00\", \"2021-08-31 16:41:14.000000+00:00\"], \"session_ids\": [\"5e6b750a-232c-475b-8e6b-6d0f217eaa25\", \"0ebaae6e-4894-44a5-a77d-7247eb316fac\", \"052dfb15-3df8-4943-b5ed-6b09bbd436ee\"], \"total_duration\": 38.0, \"total_sessions\": 3, \"mean_week_duration\": 0.33}}, {\"61021\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-15 11:06:53.000000+00:00\", \"2021-06-10 00:33:29.000000+00:00\", \"2019-05-18 04:01:33.000000+00:00\"], \"session_ids\": [\"7f3e7933-a8eb-4055-a771-babf0f9b036e\", \"0e44106b-c418-4be0-a42f-fe0d637bc85b\", \"519b5426-8f29-4e5a-84b2-b4b73bec8aa8\"], \"total_duration\": 220.0, \"total_sessions\": 3, \"mean_week_duration\": 1.947}}]\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[{\"82774\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-12 04:51:53.000000+00:00\", \"2019-08-24 03:43:38.000000+00:00\", \"2022-02-04 12:27:59.000000+00:00\"], \"session_ids\": [\"64d043bc-6478-4dd9-8167-0120a46aa6fa\", \"c9a6a265-8365-4932-9d80-e29c87d742f9\", \"a8c15e0f-35b0-4e37-9d3d-581eeff2f695\"], \"total_duration\": 312.0, \"total_sessions\": 3, \"mean_week_duration\": 2.261}}, {\"89825\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2022-07-21 06:22:23.000000+00:00\", \"2020-05-07 09:48:14.000000+00:00\", \"2021-08-31 16:41:14.000000+00:00\"], \"session_ids\": [\"5e6b750a-232c-475b-8e6b-6d0f217eaa25\", \"0ebaae6e-4894-44a5-a77d-7247eb316fac\", \"052dfb15-3df8-4943-b5ed-6b09bbd436ee\"], \"total_duration\": 38.0, \"total_sessions\": 3, \"mean_week_duration\": 0.33}}, {\"61021\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-15 11:06:53.000000+00:00\", \"2021-06-10 00:33:29.000000+00:00\", \"2019-05-18 04:01:33.000000+00:00\"], \"session_ids\": [\"7f3e7933-a8eb-4055-a771-babf0f9b036e\", \"0e44106b-c418-4be0-a42f-fe0d637bc85b\", \"519b5426-8f29-4e5a-84b2-b4b73bec8aa8\"], \"total_duration\": 220.0, \"total_sessions\": 3, \"mean_week_duration\": 1.947}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about 4 users with a duration summation that is above 4826 and below 1765 and in addition do sorting by town name in descending."
}
] |
[
{
"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{\"9734\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-11-15 18:01:34.000000+00:00\", \"2020-02-13 04:30:12.000000+00:00\", \"2022-08-16 05:43:45.000000+00:00\", \"2021-08-08 03:03:43.000000+00:00\", \"2019-04-26 21:50:39.000000+00:00\", \"2021-11-13 16:07:39.000000+00:00\", \"2023-06-19 03:51:34.000000+00:00\", \"2023-02-06 00:22:56.000000+00:00\"], \"session_ids\": [\"9d3c0d3f-a880-4953-9186-5809959a82d0\", \"ff6e2812-1fde-43ac-94bf-b7a44f6306aa\", \"93b0f08e-e8bd-47e1-a7fa-57dd5118e23a\", \"8fdb8c30-a945-42ca-bb38-687ae51ad6cd\", \"c555da7a-86d1-4701-9246-f8d7278cce6e\", \"e1f3758d-8c7a-45da-b1e9-09e8a48e28f5\", \"2e46243c-b706-434b-84e5-462ef942bfaa\", \"0bea81cf-1126-48a8-8cd6-d5ea226268f0\"], \"total_duration\": 6710.0, \"total_sessions\": 8, \"mean_week_duration\": 30.922}, \"18957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-07-03 07:45:38.000000+00:00\", \"2019-07-22 03:20:33.000000+00:00\", \"2022-08-27 11:06:29.000000+00:00\", \"2019-09-15 06:35:20.000000+00:00\", \"2021-07-18 15:12:09.000000+00:00\", \"2020-05-24 14:53:39.000000+00:00\", \"2019-03-07 23:19:31.000000+00:00\", \"2021-01-08 15:24:43.000000+00:00\", \"2019-05-01 21:12:58.000000+00:00\", \"2022-12-13 19:12:47.000000+00:00\"], \"session_ids\": [\"16cb9a35-9bdb-4147-93f1-515ca978a7b6\", \"8eecdbb6-f338-4b3e-919e-82fb0969e5ff\", \"f42be300-5dbf-4882-8398-0965e91809dd\", \"0132431c-6586-4dbe-b692-2a10cab99663\", \"454acfae-a5b3-4b31-9b50-d2d753fe5db4\", \"ed851651-fc74-4970-a9c4-6054d9ba7b4b\", \"fa68ad0d-f105-496e-ac6a-53f37fa3d67f\", \"758853db-ccb6-4354-b946-f81fd36521b8\", \"4b3659d4-f00e-4532-b398-6f083be0d019\", \"745d191a-0b02-43e7-8efa-91cc90aa6c91\"], \"total_duration\": 1370.0, \"total_sessions\": 10, \"mean_week_duration\": 6.954}, \"92134\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-04-11 07:35:05.000000+00:00\", \"2019-10-16 02:00:01.000000+00:00\"], \"session_ids\": [\"60925ddb-bd19-49db-b575-e3f6e2d8da20\", \"8bcf239a-8ac7-4a5d-844a-ee44ada85394\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 1.077}, \"55828\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-15 13:09:12.000000+00:00\", \"2020-03-28 03:56:25.000000+00:00\"], \"session_ids\": [\"5ac51997-8bc6-427e-b66d-93d7577dc67c\", \"f8859571-65f0-4e49-a9d8-a98be763c6e6\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 9.533}, \"97404\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-04-03 16:39:37.000000+00:00\", \"2019-04-15 12:12:47.000000+00:00\"], \"session_ids\": [\"2676fa8d-e865-41c3-92a6-991ff66377f1\", \"aa261160-f34b-471d-9877-d947588c282a\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 0.551}, \"50623\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-17 06:05:50.000000+00:00\", \"2022-11-09 13:07:32.000000+00:00\", \"2019-06-02 00:09:26.000000+00:00\", \"2020-09-09 20:31:34.000000+00:00\", \"2019-12-20 04:58:39.000000+00:00\"], \"session_ids\": [\"534db2d9-3c96-47de-a8bb-e84459c93168\", \"33e804c0-ce01-451c-b71c-01fae840485a\", \"57b0b58c-0512-43d5-a4ff-cfe7802c556b\", \"f3b0bb4a-f4cf-4900-9fe3-8655edec968c\", \"b040619c-41ae-499a-861b-e4823d0ef989\"], \"total_duration\": 2808.0, \"total_sessions\": 5, \"mean_week_duration\": 14.4}, \"4734\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-02-10 22:04:09.000000+00:00\", \"2019-10-25 13:22:10.000000+00:00\"], \"session_ids\": [\"e2f3f984-02a8-4bfc-a488-64f45ee8ad8c\", \"69bf8d05-a07c-4022-bd15-4a20505ec449\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 7.059}, \"30090\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-09-29 22:12:05.000000+00:00\", \"2020-10-11 15:13:12.000000+00:00\"], \"session_ids\": [\"32158eed-d819-4a21-b02b-c98f3cfddffb\", \"1e1838d8-7e82-4596-a635-186ea0b47ea2\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 52.5}, \"65965\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-08 05:30:48.000000+00:00\", \"2022-01-02 03:29:08.000000+00:00\"], \"session_ids\": [\"6cef282e-893b-4c8a-b188-8d31aa0a7f1a\", \"5b4e7d15-b49d-4b90-b90c-053dcacd27a1\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}, \"74439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-21 18:05:20.000000+00:00\", \"2020-03-23 10:03:55.000000+00:00\", \"2021-09-26 22:55:56.000000+00:00\", \"2019-12-09 16:41:56.000000+00:00\", \"2023-03-07 07:22:52.000000+00:00\", \"2020-01-11 16:23:43.000000+00:00\", \"2019-04-13 18:11:59.000000+00:00\"], \"session_ids\": [\"dd75595a-18ee-4840-87b5-c69186c9c249\", \"d8717d96-5cc8-431d-b3fd-64c82043c00f\", \"3c599fb4-5921-4bc6-befc-bd284cf2a940\", \"e94a4a5d-7f23-4ed1-a68b-3e7af7632f26\", \"eea1abb9-7390-4e3e-87da-cf008e0912f5\", \"72189fc0-ed89-45d0-bcf0-e5ddc4780c4c\", \"0a3029f1-ab3b-4a40-a7e5-7eae168b7aa8\"], \"total_duration\": 1454.0, \"total_sessions\": 7, \"mean_week_duration\": 7.127}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_duration are equal or less than 1765 and are equal or greater than 4826"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1765, 4826]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"18957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-07-03 07:45:38.000000+00:00\", \"2019-07-22 03:20:33.000000+00:00\", \"2022-08-27 11:06:29.000000+00:00\", \"2019-09-15 06:35:20.000000+00:00\", \"2021-07-18 15:12:09.000000+00:00\", \"2020-05-24 14:53:39.000000+00:00\", \"2019-03-07 23:19:31.000000+00:00\", \"2021-01-08 15:24:43.000000+00:00\", \"2019-05-01 21:12:58.000000+00:00\", \"2022-12-13 19:12:47.000000+00:00\"], \"session_ids\": [\"16cb9a35-9bdb-4147-93f1-515ca978a7b6\", \"8eecdbb6-f338-4b3e-919e-82fb0969e5ff\", \"f42be300-5dbf-4882-8398-0965e91809dd\", \"0132431c-6586-4dbe-b692-2a10cab99663\", \"454acfae-a5b3-4b31-9b50-d2d753fe5db4\", \"ed851651-fc74-4970-a9c4-6054d9ba7b4b\", \"fa68ad0d-f105-496e-ac6a-53f37fa3d67f\", \"758853db-ccb6-4354-b946-f81fd36521b8\", \"4b3659d4-f00e-4532-b398-6f083be0d019\", \"745d191a-0b02-43e7-8efa-91cc90aa6c91\"], \"total_duration\": 1370.0, \"total_sessions\": 10, \"mean_week_duration\": 6.954}, \"92134\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-04-11 07:35:05.000000+00:00\", \"2019-10-16 02:00:01.000000+00:00\"], \"session_ids\": [\"60925ddb-bd19-49db-b575-e3f6e2d8da20\", \"8bcf239a-8ac7-4a5d-844a-ee44ada85394\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 1.077}, \"55828\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-15 13:09:12.000000+00:00\", \"2020-03-28 03:56:25.000000+00:00\"], \"session_ids\": [\"5ac51997-8bc6-427e-b66d-93d7577dc67c\", \"f8859571-65f0-4e49-a9d8-a98be763c6e6\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 9.533}, \"97404\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-04-03 16:39:37.000000+00:00\", \"2019-04-15 12:12:47.000000+00:00\"], \"session_ids\": [\"2676fa8d-e865-41c3-92a6-991ff66377f1\", \"aa261160-f34b-471d-9877-d947588c282a\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 0.551}, \"4734\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-02-10 22:04:09.000000+00:00\", \"2019-10-25 13:22:10.000000+00:00\"], \"session_ids\": [\"e2f3f984-02a8-4bfc-a488-64f45ee8ad8c\", \"69bf8d05-a07c-4022-bd15-4a20505ec449\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 7.059}, \"30090\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-09-29 22:12:05.000000+00:00\", \"2020-10-11 15:13:12.000000+00:00\"], \"session_ids\": [\"32158eed-d819-4a21-b02b-c98f3cfddffb\", \"1e1838d8-7e82-4596-a635-186ea0b47ea2\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 52.5}, \"65965\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-08 05:30:48.000000+00:00\", \"2022-01-02 03:29:08.000000+00:00\"], \"session_ids\": [\"6cef282e-893b-4c8a-b188-8d31aa0a7f1a\", \"5b4e7d15-b49d-4b90-b90c-053dcacd27a1\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}, \"74439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-21 18:05:20.000000+00:00\", \"2020-03-23 10:03:55.000000+00:00\", \"2021-09-26 22:55:56.000000+00:00\", \"2019-12-09 16:41:56.000000+00:00\", \"2023-03-07 07:22:52.000000+00:00\", \"2020-01-11 16:23:43.000000+00:00\", \"2019-04-13 18:11:59.000000+00:00\"], \"session_ids\": [\"dd75595a-18ee-4840-87b5-c69186c9c249\", \"d8717d96-5cc8-431d-b3fd-64c82043c00f\", \"3c599fb4-5921-4bc6-befc-bd284cf2a940\", \"e94a4a5d-7f23-4ed1-a68b-3e7af7632f26\", \"eea1abb9-7390-4e3e-87da-cf008e0912f5\", \"72189fc0-ed89-45d0-bcf0-e5ddc4780c4c\", \"0a3029f1-ab3b-4a40-a7e5-7eae168b7aa8\"], \"total_duration\": 1454.0, \"total_sessions\": 7, \"mean_week_duration\": 7.127}, \"9734\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-11-15 18:01:34.000000+00:00\", \"2020-02-13 04:30:12.000000+00:00\", \"2022-08-16 05:43:45.000000+00:00\", \"2021-08-08 03:03:43.000000+00:00\", \"2019-04-26 21:50:39.000000+00:00\", \"2021-11-13 16:07:39.000000+00:00\", \"2023-06-19 03:51:34.000000+00:00\", \"2023-02-06 00:22:56.000000+00:00\"], \"session_ids\": [\"9d3c0d3f-a880-4953-9186-5809959a82d0\", \"ff6e2812-1fde-43ac-94bf-b7a44f6306aa\", \"93b0f08e-e8bd-47e1-a7fa-57dd5118e23a\", \"8fdb8c30-a945-42ca-bb38-687ae51ad6cd\", \"c555da7a-86d1-4701-9246-f8d7278cce6e\", \"e1f3758d-8c7a-45da-b1e9-09e8a48e28f5\", \"2e46243c-b706-434b-84e5-462ef942bfaa\", \"0bea81cf-1126-48a8-8cd6-d5ea226268f0\"], \"total_duration\": 6710.0, \"total_sessions\": 8, \"mean_week_duration\": 30.922}}\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[{\"74439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-21 18:05:20.000000+00:00\", \"2020-03-23 10:03:55.000000+00:00\", \"2021-09-26 22:55:56.000000+00:00\", \"2019-12-09 16:41:56.000000+00:00\", \"2023-03-07 07:22:52.000000+00:00\", \"2020-01-11 16:23:43.000000+00:00\", \"2019-04-13 18:11:59.000000+00:00\"], \"session_ids\": [\"dd75595a-18ee-4840-87b5-c69186c9c249\", \"d8717d96-5cc8-431d-b3fd-64c82043c00f\", \"3c599fb4-5921-4bc6-befc-bd284cf2a940\", \"e94a4a5d-7f23-4ed1-a68b-3e7af7632f26\", \"eea1abb9-7390-4e3e-87da-cf008e0912f5\", \"72189fc0-ed89-45d0-bcf0-e5ddc4780c4c\", \"0a3029f1-ab3b-4a40-a7e5-7eae168b7aa8\"], \"total_duration\": 1454.0, \"total_sessions\": 7, \"mean_week_duration\": 7.127}}, {\"65965\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-08 05:30:48.000000+00:00\", \"2022-01-02 03:29:08.000000+00:00\"], \"session_ids\": [\"6cef282e-893b-4c8a-b188-8d31aa0a7f1a\", \"5b4e7d15-b49d-4b90-b90c-053dcacd27a1\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}}, {\"92134\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-04-11 07:35:05.000000+00:00\", \"2019-10-16 02:00:01.000000+00:00\"], \"session_ids\": [\"60925ddb-bd19-49db-b575-e3f6e2d8da20\", \"8bcf239a-8ac7-4a5d-844a-ee44ada85394\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 1.077}}, {\"55828\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-15 13:09:12.000000+00:00\", \"2020-03-28 03:56:25.000000+00:00\"], \"session_ids\": [\"5ac51997-8bc6-427e-b66d-93d7577dc67c\", \"f8859571-65f0-4e49-a9d8-a98be763c6e6\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 9.533}}, {\"4734\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2021-02-10 22:04:09.000000+00:00\", \"2019-10-25 13:22:10.000000+00:00\"], \"session_ids\": [\"e2f3f984-02a8-4bfc-a488-64f45ee8ad8c\", \"69bf8d05-a07c-4022-bd15-4a20505ec449\"], \"total_duration\": 480.0, \"total_sessions\": 2, \"mean_week_duration\": 7.059}}, {\"97404\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-04-03 16:39:37.000000+00:00\", \"2019-04-15 12:12:47.000000+00:00\"], \"session_ids\": [\"2676fa8d-e865-41c3-92a6-991ff66377f1\", \"aa261160-f34b-471d-9877-d947588c282a\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 0.551}}, {\"9734\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-11-15 18:01:34.000000+00:00\", \"2020-02-13 04:30:12.000000+00:00\", \"2022-08-16 05:43:45.000000+00:00\", \"2021-08-08 03:03:43.000000+00:00\", \"2019-04-26 21:50:39.000000+00:00\", \"2021-11-13 16:07:39.000000+00:00\", \"2023-06-19 03:51:34.000000+00:00\", \"2023-02-06 00:22:56.000000+00:00\"], \"session_ids\": [\"9d3c0d3f-a880-4953-9186-5809959a82d0\", \"ff6e2812-1fde-43ac-94bf-b7a44f6306aa\", \"93b0f08e-e8bd-47e1-a7fa-57dd5118e23a\", \"8fdb8c30-a945-42ca-bb38-687ae51ad6cd\", \"c555da7a-86d1-4701-9246-f8d7278cce6e\", \"e1f3758d-8c7a-45da-b1e9-09e8a48e28f5\", \"2e46243c-b706-434b-84e5-462ef942bfaa\", \"0bea81cf-1126-48a8-8cd6-d5ea226268f0\"], \"total_duration\": 6710.0, \"total_sessions\": 8, \"mean_week_duration\": 30.922}}, {\"18957\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-07-03 07:45:38.000000+00:00\", \"2019-07-22 03:20:33.000000+00:00\", \"2022-08-27 11:06:29.000000+00:00\", \"2019-09-15 06:35:20.000000+00:00\", \"2021-07-18 15:12:09.000000+00:00\", \"2020-05-24 14:53:39.000000+00:00\", \"2019-03-07 23:19:31.000000+00:00\", \"2021-01-08 15:24:43.000000+00:00\", \"2019-05-01 21:12:58.000000+00:00\", \"2022-12-13 19:12:47.000000+00:00\"], \"session_ids\": [\"16cb9a35-9bdb-4147-93f1-515ca978a7b6\", \"8eecdbb6-f338-4b3e-919e-82fb0969e5ff\", \"f42be300-5dbf-4882-8398-0965e91809dd\", \"0132431c-6586-4dbe-b692-2a10cab99663\", \"454acfae-a5b3-4b31-9b50-d2d753fe5db4\", \"ed851651-fc74-4970-a9c4-6054d9ba7b4b\", \"fa68ad0d-f105-496e-ac6a-53f37fa3d67f\", \"758853db-ccb6-4354-b946-f81fd36521b8\", \"4b3659d4-f00e-4532-b398-6f083be0d019\", \"745d191a-0b02-43e7-8efa-91cc90aa6c91\"], \"total_duration\": 1370.0, \"total_sessions\": 10, \"mean_week_duration\": 6.954}}, {\"30090\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-09-29 22:12:05.000000+00:00\", \"2020-10-11 15:13:12.000000+00:00\"], \"session_ids\": [\"32158eed-d819-4a21-b02b-c98f3cfddffb\", \"1e1838d8-7e82-4596-a635-186ea0b47ea2\"], \"total_duration\": 105.0, \"total_sessions\": 2, \"mean_week_duration\": 52.5}}]\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[{\"74439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-21 18:05:20.000000+00:00\", \"2020-03-23 10:03:55.000000+00:00\", \"2021-09-26 22:55:56.000000+00:00\", \"2019-12-09 16:41:56.000000+00:00\", \"2023-03-07 07:22:52.000000+00:00\", \"2020-01-11 16:23:43.000000+00:00\", \"2019-04-13 18:11:59.000000+00:00\"], \"session_ids\": [\"dd75595a-18ee-4840-87b5-c69186c9c249\", \"d8717d96-5cc8-431d-b3fd-64c82043c00f\", \"3c599fb4-5921-4bc6-befc-bd284cf2a940\", \"e94a4a5d-7f23-4ed1-a68b-3e7af7632f26\", \"eea1abb9-7390-4e3e-87da-cf008e0912f5\", \"72189fc0-ed89-45d0-bcf0-e5ddc4780c4c\", \"0a3029f1-ab3b-4a40-a7e5-7eae168b7aa8\"], \"total_duration\": 1454.0, \"total_sessions\": 7, \"mean_week_duration\": 7.127}}, {\"65965\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-08 05:30:48.000000+00:00\", \"2022-01-02 03:29:08.000000+00:00\"], \"session_ids\": [\"6cef282e-893b-4c8a-b188-8d31aa0a7f1a\", \"5b4e7d15-b49d-4b90-b90c-053dcacd27a1\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}}, {\"92134\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-04-11 07:35:05.000000+00:00\", \"2019-10-16 02:00:01.000000+00:00\"], \"session_ids\": [\"60925ddb-bd19-49db-b575-e3f6e2d8da20\", \"8bcf239a-8ac7-4a5d-844a-ee44ada85394\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 1.077}}, {\"55828\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-15 13:09:12.000000+00:00\", \"2020-03-28 03:56:25.000000+00:00\"], \"session_ids\": [\"5ac51997-8bc6-427e-b66d-93d7577dc67c\", \"f8859571-65f0-4e49-a9d8-a98be763c6e6\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 9.533}}]\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[{\"74439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-08-21 18:05:20.000000+00:00\", \"2020-03-23 10:03:55.000000+00:00\", \"2021-09-26 22:55:56.000000+00:00\", \"2019-12-09 16:41:56.000000+00:00\", \"2023-03-07 07:22:52.000000+00:00\", \"2020-01-11 16:23:43.000000+00:00\", \"2019-04-13 18:11:59.000000+00:00\"], \"session_ids\": [\"dd75595a-18ee-4840-87b5-c69186c9c249\", \"d8717d96-5cc8-431d-b3fd-64c82043c00f\", \"3c599fb4-5921-4bc6-befc-bd284cf2a940\", \"e94a4a5d-7f23-4ed1-a68b-3e7af7632f26\", \"eea1abb9-7390-4e3e-87da-cf008e0912f5\", \"72189fc0-ed89-45d0-bcf0-e5ddc4780c4c\", \"0a3029f1-ab3b-4a40-a7e5-7eae168b7aa8\"], \"total_duration\": 1454.0, \"total_sessions\": 7, \"mean_week_duration\": 7.127}}, {\"65965\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-11-08 05:30:48.000000+00:00\", \"2022-01-02 03:29:08.000000+00:00\"], \"session_ids\": [\"6cef282e-893b-4c8a-b188-8d31aa0a7f1a\", \"5b4e7d15-b49d-4b90-b90c-053dcacd27a1\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}}, {\"92134\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-04-11 07:35:05.000000+00:00\", \"2019-10-16 02:00:01.000000+00:00\"], \"session_ids\": [\"60925ddb-bd19-49db-b575-e3f6e2d8da20\", \"8bcf239a-8ac7-4a5d-844a-ee44ada85394\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 1.077}}, {\"55828\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-15 13:09:12.000000+00:00\", \"2020-03-28 03:56:25.000000+00:00\"], \"session_ids\": [\"5ac51997-8bc6-427e-b66d-93d7577dc67c\", \"f8859571-65f0-4e49-a9d8-a98be763c6e6\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 9.533}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on user with a total_duration that is higher than 2807 and lower than 2247, exclusively 2247 and 2807 plus put to use sorting by city name risingly and in addition provide me only with 4 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54718\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-15 10:08:23.000000+00:00\", \"2021-03-04 12:00:28.000000+00:00\"], \"session_ids\": [\"e3a2bceb-3ee8-4c5b-a4c8-574de7ba436e\", \"5cd4c488-4665-4899-9282-391e3f4b3316\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 12.281}, \"28762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-14 07:41:47.000000+00:00\", \"2023-05-24 03:56:17.000000+00:00\"], \"session_ids\": [\"fccf622e-bef3-439a-87b3-e367a210d94c\", \"4a87f5c2-0b0f-4860-a4b1-a50947f38c60\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.882}, \"69138\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-19 21:40:29.000000+00:00\", \"2021-08-14 17:25:45.000000+00:00\", \"2020-12-27 16:57:03.000000+00:00\", \"2021-05-02 07:52:41.000000+00:00\", \"2021-05-26 05:35:53.000000+00:00\"], \"session_ids\": [\"35806293-6270-46fe-a8b4-48b2a5060df9\", \"95ba6036-72e6-4bd0-9de8-ab95a88a8882\", \"6d8f4e51-d506-46c9-a98e-02aea6da03c0\", \"f628f6e9-17de-4377-9027-990a8971938c\", \"0595f84f-5e85-44dc-83d8-33b3b49276c9\"], \"total_duration\": 215.0, \"total_sessions\": 5, \"mean_week_duration\": 3.116}, \"87262\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-13 14:53:38.000000+00:00\", \"2020-08-26 17:10:22.000000+00:00\", \"2021-06-25 08:48:59.000000+00:00\", \"2023-03-10 05:49:24.000000+00:00\"], \"session_ids\": [\"7629f2be-4b88-44e0-ab50-8219f7e9abc3\", \"337b1494-4b0f-4349-b85e-8076dcecb65d\", \"08e9aa53-97ac-4f03-8627-1b989eca3e11\", \"76a33ec8-3d6d-4bf4-a283-3ff0a9c9778e\"], \"total_duration\": 1598.0, \"total_sessions\": 4, \"mean_week_duration\": 12.015}, \"59676\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-21 09:07:56.000000+00:00\", \"2021-02-14 03:52:37.000000+00:00\", \"2023-03-07 23:37:30.000000+00:00\", \"2021-07-07 06:05:26.000000+00:00\", \"2021-11-24 23:51:23.000000+00:00\", \"2019-10-04 13:28:29.000000+00:00\"], \"session_ids\": [\"da51cc54-c82b-45fb-9f23-6a3465b93b1a\", \"39996c15-5858-4eba-899c-3c350ccbf52b\", \"08ef2f71-895b-4b35-a362-15bdd601a101\", \"dd3ed69f-ae56-44a4-b764-90ba287a20be\", \"204f2684-8e47-4fd8-a547-c84c04c429b4\", \"e9f83907-f1cc-4e3f-a6ab-c5534eeabc88\"], \"total_duration\": 151.0, \"total_sessions\": 6, \"mean_week_duration\": 0.844}, \"29505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-01-31 01:16:18.000000+00:00\", \"2020-08-10 07:35:36.000000+00:00\"], \"session_ids\": [\"024f4f8a-af65-427a-908c-c3c695fe524e\", \"5e4e5d72-c212-43ad-856a-dba7a6d3e63a\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.14}, \"41343\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-09 20:54:50.000000+00:00\", \"2021-06-07 18:44:32.000000+00:00\", \"2021-06-19 06:09:56.000000+00:00\", \"2020-01-18 11:25:59.000000+00:00\"], \"session_ids\": [\"b8f8b126-83dc-4b34-a118-271cb2fcee69\", \"e87e7461-6741-4a72-b2d6-e53af8093384\", \"7dc2b378-5140-419a-b1b1-e2c170499c1c\", \"f7adb09b-30c6-4fca-9bd2-6dbc07e58976\"], \"total_duration\": 214.0, \"total_sessions\": 4, \"mean_week_duration\": 2.892}, \"1205\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-11 23:55:17.000000+00:00\", \"2021-03-20 22:07:07.000000+00:00\", \"2021-12-11 23:56:18.000000+00:00\"], \"session_ids\": [\"40fbf03f-0ca4-40d0-be33-193b62a4b189\", \"c2f3a062-a496-41fe-b59d-e3376780a54c\", \"cf6acc09-6874-4c08-8eb2-6097095e9f60\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.929}, \"37390\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-05-28 05:13:43.000000+00:00\", \"2021-02-23 21:59:04.000000+00:00\"], \"session_ids\": [\"4b01170a-3629-4a87-9d46-6b57457b8010\", \"9c5edd3b-baf2-4fdd-aa89-8fcc0b01c08b\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.949}, \"9560\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-10-09 16:46:41.000000+00:00\", \"2023-04-10 16:59:12.000000+00:00\", \"2022-05-06 04:12:54.000000+00:00\", \"2019-07-28 03:59:42.000000+00:00\", \"2021-12-18 11:12:25.000000+00:00\", \"2022-04-02 22:59:34.000000+00:00\"], \"session_ids\": [\"a658adb8-e6d6-4a98-b36d-9e32f196b819\", \"b1945a0c-db8c-4a46-a152-46ac1174938c\", \"78eaf049-d967-4177-8761-664dd8781067\", \"c7f37537-1a75-4eeb-b49d-d8c464435cc8\", \"d649cdfb-8591-47c9-ade3-18bd0911bc1c\", \"48209746-4586-4d9f-a5eb-b57b3bd1244a\"], \"total_duration\": 447.0, \"total_sessions\": 6, \"mean_week_duration\": 2.304}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 2247 and are greater than 2807"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"total_duration\": [[2247, 2807]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54718\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-15 10:08:23.000000+00:00\", \"2021-03-04 12:00:28.000000+00:00\"], \"session_ids\": [\"e3a2bceb-3ee8-4c5b-a4c8-574de7ba436e\", \"5cd4c488-4665-4899-9282-391e3f4b3316\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 12.281}, \"28762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-14 07:41:47.000000+00:00\", \"2023-05-24 03:56:17.000000+00:00\"], \"session_ids\": [\"fccf622e-bef3-439a-87b3-e367a210d94c\", \"4a87f5c2-0b0f-4860-a4b1-a50947f38c60\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.882}, \"69138\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-19 21:40:29.000000+00:00\", \"2021-08-14 17:25:45.000000+00:00\", \"2020-12-27 16:57:03.000000+00:00\", \"2021-05-02 07:52:41.000000+00:00\", \"2021-05-26 05:35:53.000000+00:00\"], \"session_ids\": [\"35806293-6270-46fe-a8b4-48b2a5060df9\", \"95ba6036-72e6-4bd0-9de8-ab95a88a8882\", \"6d8f4e51-d506-46c9-a98e-02aea6da03c0\", \"f628f6e9-17de-4377-9027-990a8971938c\", \"0595f84f-5e85-44dc-83d8-33b3b49276c9\"], \"total_duration\": 215.0, \"total_sessions\": 5, \"mean_week_duration\": 3.116}, \"87262\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-13 14:53:38.000000+00:00\", \"2020-08-26 17:10:22.000000+00:00\", \"2021-06-25 08:48:59.000000+00:00\", \"2023-03-10 05:49:24.000000+00:00\"], \"session_ids\": [\"7629f2be-4b88-44e0-ab50-8219f7e9abc3\", \"337b1494-4b0f-4349-b85e-8076dcecb65d\", \"08e9aa53-97ac-4f03-8627-1b989eca3e11\", \"76a33ec8-3d6d-4bf4-a283-3ff0a9c9778e\"], \"total_duration\": 1598.0, \"total_sessions\": 4, \"mean_week_duration\": 12.015}, \"59676\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-21 09:07:56.000000+00:00\", \"2021-02-14 03:52:37.000000+00:00\", \"2023-03-07 23:37:30.000000+00:00\", \"2021-07-07 06:05:26.000000+00:00\", \"2021-11-24 23:51:23.000000+00:00\", \"2019-10-04 13:28:29.000000+00:00\"], \"session_ids\": [\"da51cc54-c82b-45fb-9f23-6a3465b93b1a\", \"39996c15-5858-4eba-899c-3c350ccbf52b\", \"08ef2f71-895b-4b35-a362-15bdd601a101\", \"dd3ed69f-ae56-44a4-b764-90ba287a20be\", \"204f2684-8e47-4fd8-a547-c84c04c429b4\", \"e9f83907-f1cc-4e3f-a6ab-c5534eeabc88\"], \"total_duration\": 151.0, \"total_sessions\": 6, \"mean_week_duration\": 0.844}, \"29505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-01-31 01:16:18.000000+00:00\", \"2020-08-10 07:35:36.000000+00:00\"], \"session_ids\": [\"024f4f8a-af65-427a-908c-c3c695fe524e\", \"5e4e5d72-c212-43ad-856a-dba7a6d3e63a\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.14}, \"41343\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-09 20:54:50.000000+00:00\", \"2021-06-07 18:44:32.000000+00:00\", \"2021-06-19 06:09:56.000000+00:00\", \"2020-01-18 11:25:59.000000+00:00\"], \"session_ids\": [\"b8f8b126-83dc-4b34-a118-271cb2fcee69\", \"e87e7461-6741-4a72-b2d6-e53af8093384\", \"7dc2b378-5140-419a-b1b1-e2c170499c1c\", \"f7adb09b-30c6-4fca-9bd2-6dbc07e58976\"], \"total_duration\": 214.0, \"total_sessions\": 4, \"mean_week_duration\": 2.892}, \"1205\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-11 23:55:17.000000+00:00\", \"2021-03-20 22:07:07.000000+00:00\", \"2021-12-11 23:56:18.000000+00:00\"], \"session_ids\": [\"40fbf03f-0ca4-40d0-be33-193b62a4b189\", \"c2f3a062-a496-41fe-b59d-e3376780a54c\", \"cf6acc09-6874-4c08-8eb2-6097095e9f60\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.929}, \"37390\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-05-28 05:13:43.000000+00:00\", \"2021-02-23 21:59:04.000000+00:00\"], \"session_ids\": [\"4b01170a-3629-4a87-9d46-6b57457b8010\", \"9c5edd3b-baf2-4fdd-aa89-8fcc0b01c08b\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.949}, \"9560\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-10-09 16:46:41.000000+00:00\", \"2023-04-10 16:59:12.000000+00:00\", \"2022-05-06 04:12:54.000000+00:00\", \"2019-07-28 03:59:42.000000+00:00\", \"2021-12-18 11:12:25.000000+00:00\", \"2022-04-02 22:59:34.000000+00:00\"], \"session_ids\": [\"a658adb8-e6d6-4a98-b36d-9e32f196b819\", \"b1945a0c-db8c-4a46-a152-46ac1174938c\", \"78eaf049-d967-4177-8761-664dd8781067\", \"c7f37537-1a75-4eeb-b49d-d8c464435cc8\", \"d649cdfb-8591-47c9-ade3-18bd0911bc1c\", \"48209746-4586-4d9f-a5eb-b57b3bd1244a\"], \"total_duration\": 447.0, \"total_sessions\": 6, \"mean_week_duration\": 2.304}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"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[{\"28762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-14 07:41:47.000000+00:00\", \"2023-05-24 03:56:17.000000+00:00\"], \"session_ids\": [\"fccf622e-bef3-439a-87b3-e367a210d94c\", \"4a87f5c2-0b0f-4860-a4b1-a50947f38c60\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.882}}, {\"87262\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-13 14:53:38.000000+00:00\", \"2020-08-26 17:10:22.000000+00:00\", \"2021-06-25 08:48:59.000000+00:00\", \"2023-03-10 05:49:24.000000+00:00\"], \"session_ids\": [\"7629f2be-4b88-44e0-ab50-8219f7e9abc3\", \"337b1494-4b0f-4349-b85e-8076dcecb65d\", \"08e9aa53-97ac-4f03-8627-1b989eca3e11\", \"76a33ec8-3d6d-4bf4-a283-3ff0a9c9778e\"], \"total_duration\": 1598.0, \"total_sessions\": 4, \"mean_week_duration\": 12.015}}, {\"9560\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-10-09 16:46:41.000000+00:00\", \"2023-04-10 16:59:12.000000+00:00\", \"2022-05-06 04:12:54.000000+00:00\", \"2019-07-28 03:59:42.000000+00:00\", \"2021-12-18 11:12:25.000000+00:00\", \"2022-04-02 22:59:34.000000+00:00\"], \"session_ids\": [\"a658adb8-e6d6-4a98-b36d-9e32f196b819\", \"b1945a0c-db8c-4a46-a152-46ac1174938c\", \"78eaf049-d967-4177-8761-664dd8781067\", \"c7f37537-1a75-4eeb-b49d-d8c464435cc8\", \"d649cdfb-8591-47c9-ade3-18bd0911bc1c\", \"48209746-4586-4d9f-a5eb-b57b3bd1244a\"], \"total_duration\": 447.0, \"total_sessions\": 6, \"mean_week_duration\": 2.304}}, {\"37390\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-05-28 05:13:43.000000+00:00\", \"2021-02-23 21:59:04.000000+00:00\"], \"session_ids\": [\"4b01170a-3629-4a87-9d46-6b57457b8010\", \"9c5edd3b-baf2-4fdd-aa89-8fcc0b01c08b\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.949}}, {\"29505\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2023-01-31 01:16:18.000000+00:00\", \"2020-08-10 07:35:36.000000+00:00\"], \"session_ids\": [\"024f4f8a-af65-427a-908c-c3c695fe524e\", \"5e4e5d72-c212-43ad-856a-dba7a6d3e63a\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.14}}, {\"1205\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-08-11 23:55:17.000000+00:00\", \"2021-03-20 22:07:07.000000+00:00\", \"2021-12-11 23:56:18.000000+00:00\"], \"session_ids\": [\"40fbf03f-0ca4-40d0-be33-193b62a4b189\", \"c2f3a062-a496-41fe-b59d-e3376780a54c\", \"cf6acc09-6874-4c08-8eb2-6097095e9f60\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 0.929}}, {\"54718\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-15 10:08:23.000000+00:00\", \"2021-03-04 12:00:28.000000+00:00\"], \"session_ids\": [\"e3a2bceb-3ee8-4c5b-a4c8-574de7ba436e\", \"5cd4c488-4665-4899-9282-391e3f4b3316\"], \"total_duration\": 393.0, \"total_sessions\": 2, \"mean_week_duration\": 12.281}}, {\"59676\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-03-21 09:07:56.000000+00:00\", \"2021-02-14 03:52:37.000000+00:00\", \"2023-03-07 23:37:30.000000+00:00\", \"2021-07-07 06:05:26.000000+00:00\", \"2021-11-24 23:51:23.000000+00:00\", \"2019-10-04 13:28:29.000000+00:00\"], \"session_ids\": [\"da51cc54-c82b-45fb-9f23-6a3465b93b1a\", \"39996c15-5858-4eba-899c-3c350ccbf52b\", \"08ef2f71-895b-4b35-a362-15bdd601a101\", \"dd3ed69f-ae56-44a4-b764-90ba287a20be\", \"204f2684-8e47-4fd8-a547-c84c04c429b4\", \"e9f83907-f1cc-4e3f-a6ab-c5534eeabc88\"], \"total_duration\": 151.0, \"total_sessions\": 6, \"mean_week_duration\": 0.844}}, {\"41343\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-01-09 20:54:50.000000+00:00\", \"2021-06-07 18:44:32.000000+00:00\", \"2021-06-19 06:09:56.000000+00:00\", \"2020-01-18 11:25:59.000000+00:00\"], \"session_ids\": [\"b8f8b126-83dc-4b34-a118-271cb2fcee69\", \"e87e7461-6741-4a72-b2d6-e53af8093384\", \"7dc2b378-5140-419a-b1b1-e2c170499c1c\", \"f7adb09b-30c6-4fca-9bd2-6dbc07e58976\"], \"total_duration\": 214.0, \"total_sessions\": 4, \"mean_week_duration\": 2.892}}, {\"69138\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-04-19 21:40:29.000000+00:00\", \"2021-08-14 17:25:45.000000+00:00\", \"2020-12-27 16:57:03.000000+00:00\", \"2021-05-02 07:52:41.000000+00:00\", \"2021-05-26 05:35:53.000000+00:00\"], \"session_ids\": [\"35806293-6270-46fe-a8b4-48b2a5060df9\", \"95ba6036-72e6-4bd0-9de8-ab95a88a8882\", \"6d8f4e51-d506-46c9-a98e-02aea6da03c0\", \"f628f6e9-17de-4377-9027-990a8971938c\", \"0595f84f-5e85-44dc-83d8-33b3b49276c9\"], \"total_duration\": 215.0, \"total_sessions\": 5, \"mean_week_duration\": 3.116}}]\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[{\"28762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-14 07:41:47.000000+00:00\", \"2023-05-24 03:56:17.000000+00:00\"], \"session_ids\": [\"fccf622e-bef3-439a-87b3-e367a210d94c\", \"4a87f5c2-0b0f-4860-a4b1-a50947f38c60\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.882}}, {\"87262\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-13 14:53:38.000000+00:00\", \"2020-08-26 17:10:22.000000+00:00\", \"2021-06-25 08:48:59.000000+00:00\", \"2023-03-10 05:49:24.000000+00:00\"], \"session_ids\": [\"7629f2be-4b88-44e0-ab50-8219f7e9abc3\", \"337b1494-4b0f-4349-b85e-8076dcecb65d\", \"08e9aa53-97ac-4f03-8627-1b989eca3e11\", \"76a33ec8-3d6d-4bf4-a283-3ff0a9c9778e\"], \"total_duration\": 1598.0, \"total_sessions\": 4, \"mean_week_duration\": 12.015}}, {\"9560\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-10-09 16:46:41.000000+00:00\", \"2023-04-10 16:59:12.000000+00:00\", \"2022-05-06 04:12:54.000000+00:00\", \"2019-07-28 03:59:42.000000+00:00\", \"2021-12-18 11:12:25.000000+00:00\", \"2022-04-02 22:59:34.000000+00:00\"], \"session_ids\": [\"a658adb8-e6d6-4a98-b36d-9e32f196b819\", \"b1945a0c-db8c-4a46-a152-46ac1174938c\", \"78eaf049-d967-4177-8761-664dd8781067\", \"c7f37537-1a75-4eeb-b49d-d8c464435cc8\", \"d649cdfb-8591-47c9-ade3-18bd0911bc1c\", \"48209746-4586-4d9f-a5eb-b57b3bd1244a\"], \"total_duration\": 447.0, \"total_sessions\": 6, \"mean_week_duration\": 2.304}}, {\"37390\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-05-28 05:13:43.000000+00:00\", \"2021-02-23 21:59:04.000000+00:00\"], \"session_ids\": [\"4b01170a-3629-4a87-9d46-6b57457b8010\", \"9c5edd3b-baf2-4fdd-aa89-8fcc0b01c08b\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.949}}]\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[{\"28762\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-04-14 07:41:47.000000+00:00\", \"2023-05-24 03:56:17.000000+00:00\"], \"session_ids\": [\"fccf622e-bef3-439a-87b3-e367a210d94c\", \"4a87f5c2-0b0f-4860-a4b1-a50947f38c60\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.882}}, {\"87262\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-13 14:53:38.000000+00:00\", \"2020-08-26 17:10:22.000000+00:00\", \"2021-06-25 08:48:59.000000+00:00\", \"2023-03-10 05:49:24.000000+00:00\"], \"session_ids\": [\"7629f2be-4b88-44e0-ab50-8219f7e9abc3\", \"337b1494-4b0f-4349-b85e-8076dcecb65d\", \"08e9aa53-97ac-4f03-8627-1b989eca3e11\", \"76a33ec8-3d6d-4bf4-a283-3ff0a9c9778e\"], \"total_duration\": 1598.0, \"total_sessions\": 4, \"mean_week_duration\": 12.015}}, {\"9560\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-10-09 16:46:41.000000+00:00\", \"2023-04-10 16:59:12.000000+00:00\", \"2022-05-06 04:12:54.000000+00:00\", \"2019-07-28 03:59:42.000000+00:00\", \"2021-12-18 11:12:25.000000+00:00\", \"2022-04-02 22:59:34.000000+00:00\"], \"session_ids\": [\"a658adb8-e6d6-4a98-b36d-9e32f196b819\", \"b1945a0c-db8c-4a46-a152-46ac1174938c\", \"78eaf049-d967-4177-8761-664dd8781067\", \"c7f37537-1a75-4eeb-b49d-d8c464435cc8\", \"d649cdfb-8591-47c9-ade3-18bd0911bc1c\", \"48209746-4586-4d9f-a5eb-b57b3bd1244a\"], \"total_duration\": 447.0, \"total_sessions\": 6, \"mean_week_duration\": 2.304}}, {\"37390\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-05-28 05:13:43.000000+00:00\", \"2021-02-23 21:59:04.000000+00:00\"], \"session_ids\": [\"4b01170a-3629-4a87-9d46-6b57457b8010\", \"9c5edd3b-baf2-4fdd-aa89-8fcc0b01c08b\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.949}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Give me details on users whose average_week_duration is less than 32 and greater than 16 in addition implement sorting by average_week_duration in desc and in addition display only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21515\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-02-28 19:55:40.000000+00:00\", \"2022-04-16 11:31:05.000000+00:00\"], \"session_ids\": [\"8376d488-fb95-4c57-bf63-8d0002d0c6d9\", \"025e574e-1622-492b-a15a-cd86e6b30a74\"], \"total_duration\": 387.0, \"total_sessions\": 2, \"mean_week_duration\": 6.559}, \"54517\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-04-18 06:39:09.000000+00:00\", \"2020-03-11 11:11:35.000000+00:00\", \"2021-12-31 04:24:43.000000+00:00\"], \"session_ids\": [\"9d2dc3e3-57c9-4e03-93d1-4eac62d03212\", \"2ae7ceb2-e196-4286-acfe-d41ce33ffd08\", \"777b9fe2-eb40-4244-8ecf-56e9777c919f\"], \"total_duration\": 192.0, \"total_sessions\": 3, \"mean_week_duration\": 2.021}, \"1886\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-02-21 14:29:56.000000+00:00\", \"2023-06-06 15:06:01.000000+00:00\"], \"session_ids\": [\"61d5b601-450c-44f4-9d36-1b6cb49c390b\", \"a44643b7-f8ea-4a57-9457-03138759823d\"], \"total_duration\": 411.0, \"total_sessions\": 2, \"mean_week_duration\": 6.044}, \"14218\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-27 23:01:07.000000+00:00\", \"2020-12-05 16:12:10.000000+00:00\", \"2022-08-17 05:19:09.000000+00:00\", \"2019-04-12 16:27:44.000000+00:00\"], \"session_ids\": [\"60866f60-b346-466d-8fdc-9cab7b22f25d\", \"ab7e4647-35b4-476e-a227-626dd6e5d788\", \"030f481a-3bba-455c-92c2-4ba55b39d051\", \"02db4ca5-541e-4203-a36d-6a32880c9448\"], \"total_duration\": 313.0, \"total_sessions\": 4, \"mean_week_duration\": 1.789}, \"53287\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-10-03 04:33:16.000000+00:00\", \"2020-03-24 12:13:28.000000+00:00\"], \"session_ids\": [\"a1177040-bdb5-4fd8-adf6-43120bc90508\", \"db9dfc85-32c7-46cb-967b-3e511a3c78c2\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 10.607}, \"85860\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-27 02:25:00.000000+00:00\", \"2019-04-27 07:06:22.000000+00:00\", \"2020-11-27 22:21:38.000000+00:00\"], \"session_ids\": [\"0e451b97-ed24-41b0-a8de-da2d8e8f1e78\", \"7ed88a11-dea2-49e6-956c-28d55f8d0c75\", \"515127e8-6e24-4667-9061-9da2d6371b82\"], \"total_duration\": 119.0, \"total_sessions\": 3, \"mean_week_duration\": 1.434}, \"83551\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-09-25 14:06:32.000000+00:00\", \"2021-10-18 03:26:14.000000+00:00\", \"2020-09-15 16:18:53.000000+00:00\", \"2020-05-29 20:15:46.000000+00:00\", \"2022-11-26 19:29:46.000000+00:00\", \"2022-03-03 08:40:02.000000+00:00\"], \"session_ids\": [\"c1f05977-a31c-43cd-8185-96ca681d18b5\", \"aba4c446-a984-40f8-bb30-d6f7d7c31abb\", \"8ee6137e-c18e-4a1e-84ce-7fbe577e4c1f\", \"ec2358d7-c8d5-42b5-8542-0909f05dc876\", \"ef861b15-ef41-48cc-9c6e-8ec84ba30241\", \"c0c744e2-e72a-4f6f-8c57-0b4b48a714fb\"], \"total_duration\": 161.0, \"total_sessions\": 6, \"mean_week_duration\": 1.238}, \"68668\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-12-18 18:18:32.000000+00:00\", \"2022-03-09 07:30:27.000000+00:00\"], \"session_ids\": [\"d3309eb7-9c95-42ea-b27e-b9779541b28d\", \"706570a3-af43-4e45-a9c7-85d2946d9dc3\"], \"total_duration\": 450.0, \"total_sessions\": 2, \"mean_week_duration\": 7.031}, \"98820\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-07-02 10:42:49.000000+00:00\", \"2019-03-07 17:10:22.000000+00:00\"], \"session_ids\": [\"c46c9c10-a85d-4539-9094-c156013d31b1\", \"680ae370-78f9-4d05-814a-1134c0a0252e\"], \"total_duration\": 381.0, \"total_sessions\": 2, \"mean_week_duration\": 2.19}, \"34633\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-09 19:53:50.000000+00:00\", \"2021-12-14 09:54:58.000000+00:00\"], \"session_ids\": [\"aad7eee6-a509-4fbd-a64c-55492ea4becd\", \"9aeac61d-b34c-43b4-8f31-679290b979c4\"], \"total_duration\": 356.0, \"total_sessions\": 2, \"mean_week_duration\": 13.185}}\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 16 and are equal or less than 32"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[16, 32]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display users pieces of information who have total duration strictly smaller than 1078 and bigger than 2808 , and sort by total time using the app form the highest to the lowest."
}
] |
[
{
"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{\"64448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-06-19 05:19:24.000000+00:00\", \"2022-11-30 09:27:12.000000+00:00\"], \"session_ids\": [\"4600d63c-c07a-47c9-bfae-0abb8f81f609\", \"7c351f68-0ad8-4428-a316-6797e73d8358\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.211}, \"77258\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-10-18 13:20:20.000000+00:00\", \"2020-01-13 10:33:30.000000+00:00\", \"2022-05-30 08:42:49.000000+00:00\", \"2021-05-13 00:36:26.000000+00:00\", \"2019-03-18 07:48:19.000000+00:00\", \"2019-03-12 19:45:12.000000+00:00\", \"2020-03-13 06:11:31.000000+00:00\", \"2019-01-05 18:25:41.000000+00:00\", \"2022-06-01 03:33:54.000000+00:00\", \"2020-07-17 12:29:21.000000+00:00\", \"2021-12-24 20:36:41.000000+00:00\"], \"session_ids\": [\"53a8b3fa-568a-4b70-8038-fa16f557a914\", \"776bbadf-1e86-4852-9442-20ed97263408\", \"c17e6d82-2c83-4374-a10f-c8ee5ebeaaa9\", \"80586b5b-e081-48b1-9fc7-d2d44de4b24e\", \"f50ded78-d511-48fa-888f-b8c72193e92c\", \"f25aea9d-01c1-4b75-bd27-dc0e404f5a79\", \"03bbfee3-5c02-46b5-81fd-2b85e05286ca\", \"fa9b9661-1b80-43eb-8815-083c29514a51\", \"e03e71ec-fd93-4abf-b6a8-d2ddb53a812d\", \"b30b5744-0524-44f4-9075-66c451af17d9\", \"e3d3f342-90ab-4132-926a-585614c2e603\"], \"total_duration\": 12205.0, \"total_sessions\": 11, \"mean_week_duration\": 61.641}, \"42228\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-29 13:22:30.000000+00:00\", \"2019-08-25 07:54:27.000000+00:00\", \"2021-10-07 06:12:31.000000+00:00\"], \"session_ids\": [\"8b7c5a13-49b9-411b-9efb-738aeaf6bc15\", \"53003cdf-1fe9-4c0a-9794-85a1473f9ff1\", \"71fc33d9-ff1e-45ae-ae1b-11a784a2990a\"], \"total_duration\": 231.0, \"total_sessions\": 3, \"mean_week_duration\": 1.941}, \"17794\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-11-19 17:23:47.000000+00:00\", \"2020-12-30 00:54:07.000000+00:00\", \"2020-08-18 21:52:30.000000+00:00\"], \"session_ids\": [\"1fe83c47-37b7-4fe3-bb90-d83250a9e935\", \"b1e817aa-d05e-4fd1-8274-a75788dd50bf\", \"6caeea62-e39e-483a-9dd0-68b1275fe2c8\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 3.421}, \"38689\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-08-11 10:44:00.000000+00:00\", \"2023-03-12 03:01:40.000000+00:00\"], \"session_ids\": [\"9262ab5d-84a6-4d04-991c-7ee5dad75775\", \"29d14440-a1e1-4ee9-95b7-fb48e8f5a806\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 1.341}, \"13478\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-02-17 02:46:30.000000+00:00\", \"2021-04-19 22:38:02.000000+00:00\"], \"session_ids\": [\"14ad5a94-f961-4418-a121-01a0430ef949\", \"81afa2aa-8363-4c0c-bcf9-6f07a2d48547\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}, \"96082\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-30 21:25:54.000000+00:00\", \"2021-10-20 15:04:14.000000+00:00\"], \"session_ids\": [\"96f756d1-ca46-4cea-8a33-5d02fecf2847\", \"24f22a73-b7cf-4459-947b-a2b3bbe294e1\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 2.105}, \"11109\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-10 09:39:31.000000+00:00\", \"2022-06-08 06:23:00.000000+00:00\"], \"session_ids\": [\"799677ea-accb-4158-b787-bd7094bf3ea3\", \"4868eae1-e223-4fdd-bf11-48062d690387\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.152}, \"23210\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-06-05 00:30:36.000000+00:00\", \"2022-03-05 09:37:46.000000+00:00\", \"2021-11-28 23:31:17.000000+00:00\", \"2022-05-18 13:14:04.000000+00:00\", \"2020-05-20 06:23:42.000000+00:00\", \"2019-10-24 17:08:57.000000+00:00\"], \"session_ids\": [\"5edafb1a-9624-4a21-bfcc-8e4ad085ed6b\", \"f3fb503a-05e4-4794-ba29-5ebdeb1bee8e\", \"a4394887-5651-46e9-849d-733175a3b6a3\", \"33949be0-6006-462d-af8d-a79791b83e41\", \"297016ee-f3b6-4e80-8a06-36f288ba2efb\", \"166b9112-2ff1-4781-90a9-7eef080e7d15\"], \"total_duration\": 180.0, \"total_sessions\": 6, \"mean_week_duration\": 1.314}, \"95057\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-04-09 18:53:10.000000+00:00\", \"2019-08-24 14:12:54.000000+00:00\"], \"session_ids\": [\"24967ec1-3d52-422d-beac-e61231a9b126\", \"ba6bb67e-b63c-47fd-835c-95ccb3544cae\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.226}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 1078 and are equal or greater than 2808"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1078, 2808]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"64448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-06-19 05:19:24.000000+00:00\", \"2022-11-30 09:27:12.000000+00:00\"], \"session_ids\": [\"4600d63c-c07a-47c9-bfae-0abb8f81f609\", \"7c351f68-0ad8-4428-a316-6797e73d8358\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.211}, \"42228\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-29 13:22:30.000000+00:00\", \"2019-08-25 07:54:27.000000+00:00\", \"2021-10-07 06:12:31.000000+00:00\"], \"session_ids\": [\"8b7c5a13-49b9-411b-9efb-738aeaf6bc15\", \"53003cdf-1fe9-4c0a-9794-85a1473f9ff1\", \"71fc33d9-ff1e-45ae-ae1b-11a784a2990a\"], \"total_duration\": 231.0, \"total_sessions\": 3, \"mean_week_duration\": 1.941}, \"17794\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-11-19 17:23:47.000000+00:00\", \"2020-12-30 00:54:07.000000+00:00\", \"2020-08-18 21:52:30.000000+00:00\"], \"session_ids\": [\"1fe83c47-37b7-4fe3-bb90-d83250a9e935\", \"b1e817aa-d05e-4fd1-8274-a75788dd50bf\", \"6caeea62-e39e-483a-9dd0-68b1275fe2c8\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 3.421}, \"38689\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-08-11 10:44:00.000000+00:00\", \"2023-03-12 03:01:40.000000+00:00\"], \"session_ids\": [\"9262ab5d-84a6-4d04-991c-7ee5dad75775\", \"29d14440-a1e1-4ee9-95b7-fb48e8f5a806\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 1.341}, \"13478\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-02-17 02:46:30.000000+00:00\", \"2021-04-19 22:38:02.000000+00:00\"], \"session_ids\": [\"14ad5a94-f961-4418-a121-01a0430ef949\", \"81afa2aa-8363-4c0c-bcf9-6f07a2d48547\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}, \"96082\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-30 21:25:54.000000+00:00\", \"2021-10-20 15:04:14.000000+00:00\"], \"session_ids\": [\"96f756d1-ca46-4cea-8a33-5d02fecf2847\", \"24f22a73-b7cf-4459-947b-a2b3bbe294e1\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 2.105}, \"11109\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-10 09:39:31.000000+00:00\", \"2022-06-08 06:23:00.000000+00:00\"], \"session_ids\": [\"799677ea-accb-4158-b787-bd7094bf3ea3\", \"4868eae1-e223-4fdd-bf11-48062d690387\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.152}, \"23210\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-06-05 00:30:36.000000+00:00\", \"2022-03-05 09:37:46.000000+00:00\", \"2021-11-28 23:31:17.000000+00:00\", \"2022-05-18 13:14:04.000000+00:00\", \"2020-05-20 06:23:42.000000+00:00\", \"2019-10-24 17:08:57.000000+00:00\"], \"session_ids\": [\"5edafb1a-9624-4a21-bfcc-8e4ad085ed6b\", \"f3fb503a-05e4-4794-ba29-5ebdeb1bee8e\", \"a4394887-5651-46e9-849d-733175a3b6a3\", \"33949be0-6006-462d-af8d-a79791b83e41\", \"297016ee-f3b6-4e80-8a06-36f288ba2efb\", \"166b9112-2ff1-4781-90a9-7eef080e7d15\"], \"total_duration\": 180.0, \"total_sessions\": 6, \"mean_week_duration\": 1.314}, \"95057\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-04-09 18:53:10.000000+00:00\", \"2019-08-24 14:12:54.000000+00:00\"], \"session_ids\": [\"24967ec1-3d52-422d-beac-e61231a9b126\", \"ba6bb67e-b63c-47fd-835c-95ccb3544cae\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.226}, \"77258\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-10-18 13:20:20.000000+00:00\", \"2020-01-13 10:33:30.000000+00:00\", \"2022-05-30 08:42:49.000000+00:00\", \"2021-05-13 00:36:26.000000+00:00\", \"2019-03-18 07:48:19.000000+00:00\", \"2019-03-12 19:45:12.000000+00:00\", \"2020-03-13 06:11:31.000000+00:00\", \"2019-01-05 18:25:41.000000+00:00\", \"2022-06-01 03:33:54.000000+00:00\", \"2020-07-17 12:29:21.000000+00:00\", \"2021-12-24 20:36:41.000000+00:00\"], \"session_ids\": [\"53a8b3fa-568a-4b70-8038-fa16f557a914\", \"776bbadf-1e86-4852-9442-20ed97263408\", \"c17e6d82-2c83-4374-a10f-c8ee5ebeaaa9\", \"80586b5b-e081-48b1-9fc7-d2d44de4b24e\", \"f50ded78-d511-48fa-888f-b8c72193e92c\", \"f25aea9d-01c1-4b75-bd27-dc0e404f5a79\", \"03bbfee3-5c02-46b5-81fd-2b85e05286ca\", \"fa9b9661-1b80-43eb-8815-083c29514a51\", \"e03e71ec-fd93-4abf-b6a8-d2ddb53a812d\", \"b30b5744-0524-44f4-9075-66c451af17d9\", \"e3d3f342-90ab-4132-926a-585614c2e603\"], \"total_duration\": 12205.0, \"total_sessions\": 11, \"mean_week_duration\": 61.641}}\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[{\"77258\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-10-18 13:20:20.000000+00:00\", \"2020-01-13 10:33:30.000000+00:00\", \"2022-05-30 08:42:49.000000+00:00\", \"2021-05-13 00:36:26.000000+00:00\", \"2019-03-18 07:48:19.000000+00:00\", \"2019-03-12 19:45:12.000000+00:00\", \"2020-03-13 06:11:31.000000+00:00\", \"2019-01-05 18:25:41.000000+00:00\", \"2022-06-01 03:33:54.000000+00:00\", \"2020-07-17 12:29:21.000000+00:00\", \"2021-12-24 20:36:41.000000+00:00\"], \"session_ids\": [\"53a8b3fa-568a-4b70-8038-fa16f557a914\", \"776bbadf-1e86-4852-9442-20ed97263408\", \"c17e6d82-2c83-4374-a10f-c8ee5ebeaaa9\", \"80586b5b-e081-48b1-9fc7-d2d44de4b24e\", \"f50ded78-d511-48fa-888f-b8c72193e92c\", \"f25aea9d-01c1-4b75-bd27-dc0e404f5a79\", \"03bbfee3-5c02-46b5-81fd-2b85e05286ca\", \"fa9b9661-1b80-43eb-8815-083c29514a51\", \"e03e71ec-fd93-4abf-b6a8-d2ddb53a812d\", \"b30b5744-0524-44f4-9075-66c451af17d9\", \"e3d3f342-90ab-4132-926a-585614c2e603\"], \"total_duration\": 12205.0, \"total_sessions\": 11, \"mean_week_duration\": 61.641}}, {\"42228\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-29 13:22:30.000000+00:00\", \"2019-08-25 07:54:27.000000+00:00\", \"2021-10-07 06:12:31.000000+00:00\"], \"session_ids\": [\"8b7c5a13-49b9-411b-9efb-738aeaf6bc15\", \"53003cdf-1fe9-4c0a-9794-85a1473f9ff1\", \"71fc33d9-ff1e-45ae-ae1b-11a784a2990a\"], \"total_duration\": 231.0, \"total_sessions\": 3, \"mean_week_duration\": 1.941}}, {\"38689\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-08-11 10:44:00.000000+00:00\", \"2023-03-12 03:01:40.000000+00:00\"], \"session_ids\": [\"9262ab5d-84a6-4d04-991c-7ee5dad75775\", \"29d14440-a1e1-4ee9-95b7-fb48e8f5a806\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 1.341}}, {\"23210\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-06-05 00:30:36.000000+00:00\", \"2022-03-05 09:37:46.000000+00:00\", \"2021-11-28 23:31:17.000000+00:00\", \"2022-05-18 13:14:04.000000+00:00\", \"2020-05-20 06:23:42.000000+00:00\", \"2019-10-24 17:08:57.000000+00:00\"], \"session_ids\": [\"5edafb1a-9624-4a21-bfcc-8e4ad085ed6b\", \"f3fb503a-05e4-4794-ba29-5ebdeb1bee8e\", \"a4394887-5651-46e9-849d-733175a3b6a3\", \"33949be0-6006-462d-af8d-a79791b83e41\", \"297016ee-f3b6-4e80-8a06-36f288ba2efb\", \"166b9112-2ff1-4781-90a9-7eef080e7d15\"], \"total_duration\": 180.0, \"total_sessions\": 6, \"mean_week_duration\": 1.314}}, {\"64448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-06-19 05:19:24.000000+00:00\", \"2022-11-30 09:27:12.000000+00:00\"], \"session_ids\": [\"4600d63c-c07a-47c9-bfae-0abb8f81f609\", \"7c351f68-0ad8-4428-a316-6797e73d8358\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.211}}, {\"96082\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-30 21:25:54.000000+00:00\", \"2021-10-20 15:04:14.000000+00:00\"], \"session_ids\": [\"96f756d1-ca46-4cea-8a33-5d02fecf2847\", \"24f22a73-b7cf-4459-947b-a2b3bbe294e1\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 2.105}}, {\"17794\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-11-19 17:23:47.000000+00:00\", \"2020-12-30 00:54:07.000000+00:00\", \"2020-08-18 21:52:30.000000+00:00\"], \"session_ids\": [\"1fe83c47-37b7-4fe3-bb90-d83250a9e935\", \"b1e817aa-d05e-4fd1-8274-a75788dd50bf\", \"6caeea62-e39e-483a-9dd0-68b1275fe2c8\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 3.421}}, {\"13478\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-02-17 02:46:30.000000+00:00\", \"2021-04-19 22:38:02.000000+00:00\"], \"session_ids\": [\"14ad5a94-f961-4418-a121-01a0430ef949\", \"81afa2aa-8363-4c0c-bcf9-6f07a2d48547\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}}, {\"95057\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-04-09 18:53:10.000000+00:00\", \"2019-08-24 14:12:54.000000+00:00\"], \"session_ids\": [\"24967ec1-3d52-422d-beac-e61231a9b126\", \"ba6bb67e-b63c-47fd-835c-95ccb3544cae\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.226}}, {\"11109\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-10 09:39:31.000000+00:00\", \"2022-06-08 06:23:00.000000+00:00\"], \"session_ids\": [\"799677ea-accb-4158-b787-bd7094bf3ea3\", \"4868eae1-e223-4fdd-bf11-48062d690387\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.152}}]\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[{\"77258\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-10-18 13:20:20.000000+00:00\", \"2020-01-13 10:33:30.000000+00:00\", \"2022-05-30 08:42:49.000000+00:00\", \"2021-05-13 00:36:26.000000+00:00\", \"2019-03-18 07:48:19.000000+00:00\", \"2019-03-12 19:45:12.000000+00:00\", \"2020-03-13 06:11:31.000000+00:00\", \"2019-01-05 18:25:41.000000+00:00\", \"2022-06-01 03:33:54.000000+00:00\", \"2020-07-17 12:29:21.000000+00:00\", \"2021-12-24 20:36:41.000000+00:00\"], \"session_ids\": [\"53a8b3fa-568a-4b70-8038-fa16f557a914\", \"776bbadf-1e86-4852-9442-20ed97263408\", \"c17e6d82-2c83-4374-a10f-c8ee5ebeaaa9\", \"80586b5b-e081-48b1-9fc7-d2d44de4b24e\", \"f50ded78-d511-48fa-888f-b8c72193e92c\", \"f25aea9d-01c1-4b75-bd27-dc0e404f5a79\", \"03bbfee3-5c02-46b5-81fd-2b85e05286ca\", \"fa9b9661-1b80-43eb-8815-083c29514a51\", \"e03e71ec-fd93-4abf-b6a8-d2ddb53a812d\", \"b30b5744-0524-44f4-9075-66c451af17d9\", \"e3d3f342-90ab-4132-926a-585614c2e603\"], \"total_duration\": 12205.0, \"total_sessions\": 11, \"mean_week_duration\": 61.641}}, {\"42228\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-29 13:22:30.000000+00:00\", \"2019-08-25 07:54:27.000000+00:00\", \"2021-10-07 06:12:31.000000+00:00\"], \"session_ids\": [\"8b7c5a13-49b9-411b-9efb-738aeaf6bc15\", \"53003cdf-1fe9-4c0a-9794-85a1473f9ff1\", \"71fc33d9-ff1e-45ae-ae1b-11a784a2990a\"], \"total_duration\": 231.0, \"total_sessions\": 3, \"mean_week_duration\": 1.941}}, {\"38689\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-08-11 10:44:00.000000+00:00\", \"2023-03-12 03:01:40.000000+00:00\"], \"session_ids\": [\"9262ab5d-84a6-4d04-991c-7ee5dad75775\", \"29d14440-a1e1-4ee9-95b7-fb48e8f5a806\"], \"total_duration\": 181.0, \"total_sessions\": 2, \"mean_week_duration\": 1.341}}, {\"23210\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-06-05 00:30:36.000000+00:00\", \"2022-03-05 09:37:46.000000+00:00\", \"2021-11-28 23:31:17.000000+00:00\", \"2022-05-18 13:14:04.000000+00:00\", \"2020-05-20 06:23:42.000000+00:00\", \"2019-10-24 17:08:57.000000+00:00\"], \"session_ids\": [\"5edafb1a-9624-4a21-bfcc-8e4ad085ed6b\", \"f3fb503a-05e4-4794-ba29-5ebdeb1bee8e\", \"a4394887-5651-46e9-849d-733175a3b6a3\", \"33949be0-6006-462d-af8d-a79791b83e41\", \"297016ee-f3b6-4e80-8a06-36f288ba2efb\", \"166b9112-2ff1-4781-90a9-7eef080e7d15\"], \"total_duration\": 180.0, \"total_sessions\": 6, \"mean_week_duration\": 1.314}}, {\"64448\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-06-19 05:19:24.000000+00:00\", \"2022-11-30 09:27:12.000000+00:00\"], \"session_ids\": [\"4600d63c-c07a-47c9-bfae-0abb8f81f609\", \"7c351f68-0ad8-4428-a316-6797e73d8358\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.211}}, {\"96082\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-30 21:25:54.000000+00:00\", \"2021-10-20 15:04:14.000000+00:00\"], \"session_ids\": [\"96f756d1-ca46-4cea-8a33-5d02fecf2847\", \"24f22a73-b7cf-4459-947b-a2b3bbe294e1\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 2.105}}, {\"17794\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-11-19 17:23:47.000000+00:00\", \"2020-12-30 00:54:07.000000+00:00\", \"2020-08-18 21:52:30.000000+00:00\"], \"session_ids\": [\"1fe83c47-37b7-4fe3-bb90-d83250a9e935\", \"b1e817aa-d05e-4fd1-8274-a75788dd50bf\", \"6caeea62-e39e-483a-9dd0-68b1275fe2c8\"], \"total_duration\": 65.0, \"total_sessions\": 3, \"mean_week_duration\": 3.421}}, {\"13478\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2023-02-17 02:46:30.000000+00:00\", \"2021-04-19 22:38:02.000000+00:00\"], \"session_ids\": [\"14ad5a94-f961-4418-a121-01a0430ef949\", \"81afa2aa-8363-4c0c-bcf9-6f07a2d48547\"], \"total_duration\": 39.0, \"total_sessions\": 2, \"mean_week_duration\": 0.406}}, {\"95057\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-04-09 18:53:10.000000+00:00\", \"2019-08-24 14:12:54.000000+00:00\"], \"session_ids\": [\"24967ec1-3d52-422d-beac-e61231a9b126\", \"ba6bb67e-b63c-47fd-835c-95ccb3544cae\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.226}}, {\"11109\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-10 09:39:31.000000+00:00\", \"2022-06-08 06:23:00.000000+00:00\"], \"session_ids\": [\"799677ea-accb-4158-b787-bd7094bf3ea3\", \"4868eae1-e223-4fdd-bf11-48062d690387\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.152}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the user whose city is Paris and put to use sorting by time in app ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"36118\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-10-25 23:39:22.000000+00:00\", \"2022-06-26 19:01:28.000000+00:00\"], \"session_ids\": [\"670ca9ef-0736-4d13-bb6c-7b55a78e560c\", \"c1deb8b0-9742-45f0-a882-c08a8a5a04f3\"], \"total_duration\": 166.0, \"total_sessions\": 2, \"mean_week_duration\": 9.222}, \"28270\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-01-28 21:59:43.000000+00:00\", \"2021-09-24 23:34:09.000000+00:00\", \"2022-04-14 05:51:04.000000+00:00\"], \"session_ids\": [\"03cd4fd6-b180-4454-b746-91f7e01018c1\", \"10c79a4a-38f6-44fc-8c38-2192652718c3\", \"97540ea8-50a5-4cef-b4bc-3acd526c610a\"], \"total_duration\": 96.0, \"total_sessions\": 3, \"mean_week_duration\": 1.371}, \"30224\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-02 11:39:23.000000+00:00\", \"2021-08-15 18:53:18.000000+00:00\", \"2022-11-20 04:58:31.000000+00:00\", \"2019-02-12 18:01:02.000000+00:00\", \"2020-06-21 19:23:18.000000+00:00\"], \"session_ids\": [\"bb335dd7-45d4-4e8d-ac85-9e0f71d9b0b6\", \"826e3d5c-1cad-4df7-8c0e-da6e8243a82e\", \"eddcc065-89cd-49c9-8159-e94b27bc886a\", \"ea831f1b-cea8-40f2-9b50-5ff58bb9260b\", \"fdf02902-8413-4d4a-b01d-cbf5b4112c0b\"], \"total_duration\": 195.0, \"total_sessions\": 5, \"mean_week_duration\": 0.99}, \"86602\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-12-14 13:26:44.000000+00:00\", \"2020-08-12 01:16:10.000000+00:00\"], \"session_ids\": [\"ecbfdec2-c146-4bb9-bb96-c789ab06b890\", \"e68b44ae-973a-4ba1-87ed-26ea4b28a568\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 1.271}, \"49203\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-02-17 00:27:55.000000+00:00\", \"2020-02-04 10:52:12.000000+00:00\", \"2023-01-10 18:51:00.000000+00:00\"], \"session_ids\": [\"eadbb680-d1ab-4622-996c-cf63075d8b69\", \"8e9f8aeb-297a-4609-a4f2-eb98cdcdc180\", \"376f31ca-b419-43fa-b2fb-514733ba7f67\"], \"total_duration\": 128.0, \"total_sessions\": 3, \"mean_week_duration\": 0.837}, \"6209\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-04-29 06:12:54.000000+00:00\", \"2023-04-01 08:11:19.000000+00:00\"], \"session_ids\": [\"1cb632c2-6b26-46eb-8a4d-a348fcec4026\", \"0723f385-e68a-47f4-a9b0-dfabcf7219c7\"], \"total_duration\": 388.0, \"total_sessions\": 2, \"mean_week_duration\": 1.893}, \"42502\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-26 11:37:17.000000+00:00\", \"2021-07-22 06:26:44.000000+00:00\", \"2021-11-13 17:40:52.000000+00:00\"], \"session_ids\": [\"3c0c7cfc-5696-49d2-94ec-9e0d2b68a644\", \"b72acc44-27c8-40dd-b47a-84d678cb5a71\", \"772ce64a-a032-4fdb-bd4c-1e9d971fc40f\"], \"total_duration\": 290.0, \"total_sessions\": 3, \"mean_week_duration\": 17.059}, \"83538\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-14 02:03:36.000000+00:00\", \"2021-10-02 11:49:14.000000+00:00\"], \"session_ids\": [\"3f75cc69-87db-49ba-8651-b6170f137373\", \"d4ddc56e-43fa-4a60-be49-f716575e9e2a\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 11.107}, \"37332\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-01 06:48:34.000000+00:00\", \"2020-08-01 07:47:26.000000+00:00\", \"2023-02-24 20:59:39.000000+00:00\", \"2019-07-16 14:22:35.000000+00:00\", \"2019-01-10 22:23:49.000000+00:00\", \"2023-06-10 14:49:09.000000+00:00\", \"2021-04-29 13:57:09.000000+00:00\", \"2019-11-14 14:25:23.000000+00:00\"], \"session_ids\": [\"db490254-5fdf-4f69-bbdf-95f2488cb2a3\", \"7d3e40fd-a3ad-4dd2-85a0-539371116841\", \"03259492-2ad5-4406-9ee4-ab5bafeaf51a\", \"901f5d7a-8612-4fdc-b66e-33414562a454\", \"5cf84582-6a67-41d2-9d61-1d34b6dbfcaf\", \"10c79470-5f95-4163-8b0e-f5c0194c7c44\", \"a044b55c-5359-419e-bd1b-eb27dfc9ca5e\", \"f3f0d6b6-8634-4527-a19f-9a84a7045c4a\"], \"total_duration\": 1856.0, \"total_sessions\": 8, \"mean_week_duration\": 8.035}, \"82363\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-27 17:19:27.000000+00:00\", \"2020-10-21 14:47:40.000000+00:00\"], \"session_ids\": [\"52e4d4c0-5a23-480c-9395-3ffec9cd2f9e\", \"e7233358-6a43-48fd-9c05-bbd60882a932\"], \"total_duration\": 267.0, \"total_sessions\": 2, \"mean_week_duration\": 6.209}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Paris"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Paris\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on 5 users who are inhabitants of city San Juan and put to use sorting by sessions count 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{\"26844\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-31 03:42:11.000000+00:00\", \"2021-09-17 06:56:43.000000+00:00\", \"2020-03-06 05:30:29.000000+00:00\", \"2020-10-04 09:45:20.000000+00:00\"], \"session_ids\": [\"d16ea5df-5648-4560-9064-690cf06a3390\", \"7d0816cf-cea4-4201-b390-0a1bf2e11797\", \"eaa061c1-eec1-4397-afb3-ff1e77eff2ee\", \"198cca33-eff8-4cac-bfaa-7579908d3a73\"], \"total_duration\": 1798.0, \"total_sessions\": 4, \"mean_week_duration\": 16.804}, \"52747\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-04-20 01:16:11.000000+00:00\", \"2020-11-28 22:10:01.000000+00:00\"], \"session_ids\": [\"1b1bcfe8-0600-4cdf-ad2f-8026d393dfb6\", \"c3e170e0-b097-40e5-a9df-e01023476471\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 13.476}, \"67677\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-14 03:10:21.000000+00:00\", \"2021-09-01 09:31:57.000000+00:00\", \"2021-11-08 20:06:04.000000+00:00\", \"2019-06-03 10:58:25.000000+00:00\"], \"session_ids\": [\"be46a68f-75fc-42e8-b933-048ce12e79f1\", \"ad43903a-a06f-4862-bae6-d5acda842902\", \"cb6a0d9d-090f-4d8b-a34a-92d5735864ab\", \"b2d6cf07-56b7-4f75-a2eb-9fe2644803d5\"], \"total_duration\": 171.0, \"total_sessions\": 4, \"mean_week_duration\": 0.924}, \"62507\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-11 06:21:34.000000+00:00\", \"2021-11-02 12:17:18.000000+00:00\"], \"session_ids\": [\"c1c921d1-b0e9-4e8b-9daf-354a3d703c73\", \"53bebaf6-bf6d-434b-8a7c-7dc566f6fc02\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 4.218}, \"33485\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-02-14 01:46:58.000000+00:00\", \"2023-06-28 10:31:31.000000+00:00\", \"2022-10-02 23:03:13.000000+00:00\", \"2019-06-19 19:40:20.000000+00:00\", \"2020-10-07 20:55:00.000000+00:00\", \"2020-12-27 11:25:55.000000+00:00\", \"2021-05-22 07:43:21.000000+00:00\", \"2020-07-25 03:49:01.000000+00:00\"], \"session_ids\": [\"2492ff30-c659-4fcb-a3ae-9837ee3a3802\", \"78099d83-d0e6-421c-9190-f02bb5605798\", \"916de7da-7106-4109-9bac-54d175c92129\", \"7ca86569-ae7a-447c-990c-7c8259b26075\", \"f32fc418-5195-49cb-9cef-1a22418ed4fd\", \"d9539bf3-2249-4272-a874-6bdfdee0214e\", \"67e1095b-ffdb-440a-a627-b1b92a024ba5\", \"4d90c2d0-cd5e-44e8-a85d-01cb90f2448b\"], \"total_duration\": 4562.0, \"total_sessions\": 8, \"mean_week_duration\": 21.724}, \"24184\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-15 16:38:25.000000+00:00\", \"2020-10-25 05:46:10.000000+00:00\", \"2019-12-10 04:36:58.000000+00:00\", \"2020-11-22 10:14:10.000000+00:00\"], \"session_ids\": [\"8c0610fb-6d3b-4315-847d-02a7fb1fbb61\", \"96d9ca91-5e11-4d2d-bdb5-326fdd562fbb\", \"7ea33e4a-e50f-442f-bc09-c7e99cd5224c\", \"03d79950-268f-462f-be4c-7183911212a5\"], \"total_duration\": 452.0, \"total_sessions\": 4, \"mean_week_duration\": 3.559}, \"36068\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-05-21 16:03:54.000000+00:00\", \"2021-03-29 23:31:32.000000+00:00\"], \"session_ids\": [\"e4efa932-ad74-4a38-9577-38f5501d4cbf\", \"4ee5d5a3-67b4-42a9-8444-08638cbf0fe2\"], \"total_duration\": 304.0, \"total_sessions\": 2, \"mean_week_duration\": 5.067}, \"81212\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-02-02 04:07:39.000000+00:00\", \"2022-11-06 09:28:18.000000+00:00\"], \"session_ids\": [\"9563a6ca-6c58-442d-b1a7-ae58c197f215\", \"86d20ced-fb27-4af8-a57e-c97860c4deb8\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.239}, \"8326\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-09-12 15:27:26.000000+00:00\", \"2021-05-30 18:09:37.000000+00:00\"], \"session_ids\": [\"f3a15498-4923-4ec3-9963-4f515a6d71d2\", \"b56f6f6d-2268-4844-95d4-f01fe80303b5\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 2.133}, \"12029\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-10 07:27:02.000000+00:00\", \"2020-11-26 14:49:48.000000+00:00\"], \"session_ids\": [\"911fcf1f-f107-45ab-9f7d-00e26b563563\", \"6dbe7b1b-b173-4963-8103-f169a835046e\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.827}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is San Juan"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"San Juan\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"24184\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-15 16:38:25.000000+00:00\", \"2020-10-25 05:46:10.000000+00:00\", \"2019-12-10 04:36:58.000000+00:00\", \"2020-11-22 10:14:10.000000+00:00\"], \"session_ids\": [\"8c0610fb-6d3b-4315-847d-02a7fb1fbb61\", \"96d9ca91-5e11-4d2d-bdb5-326fdd562fbb\", \"7ea33e4a-e50f-442f-bc09-c7e99cd5224c\", \"03d79950-268f-462f-be4c-7183911212a5\"], \"total_duration\": 452.0, \"total_sessions\": 4, \"mean_week_duration\": 3.559}}\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[{\"24184\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-15 16:38:25.000000+00:00\", \"2020-10-25 05:46:10.000000+00:00\", \"2019-12-10 04:36:58.000000+00:00\", \"2020-11-22 10:14:10.000000+00:00\"], \"session_ids\": [\"8c0610fb-6d3b-4315-847d-02a7fb1fbb61\", \"96d9ca91-5e11-4d2d-bdb5-326fdd562fbb\", \"7ea33e4a-e50f-442f-bc09-c7e99cd5224c\", \"03d79950-268f-462f-be4c-7183911212a5\"], \"total_duration\": 452.0, \"total_sessions\": 4, \"mean_week_duration\": 3.559}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 5 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 5, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"24184\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-15 16:38:25.000000+00:00\", \"2020-10-25 05:46:10.000000+00:00\", \"2019-12-10 04:36:58.000000+00:00\", \"2020-11-22 10:14:10.000000+00:00\"], \"session_ids\": [\"8c0610fb-6d3b-4315-847d-02a7fb1fbb61\", \"96d9ca91-5e11-4d2d-bdb5-326fdd562fbb\", \"7ea33e4a-e50f-442f-bc09-c7e99cd5224c\", \"03d79950-268f-462f-be4c-7183911212a5\"], \"total_duration\": 452.0, \"total_sessions\": 4, \"mean_week_duration\": 3.559}}]\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[{\"24184\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-15 16:38:25.000000+00:00\", \"2020-10-25 05:46:10.000000+00:00\", \"2019-12-10 04:36:58.000000+00:00\", \"2020-11-22 10:14:10.000000+00:00\"], \"session_ids\": [\"8c0610fb-6d3b-4315-847d-02a7fb1fbb61\", \"96d9ca91-5e11-4d2d-bdb5-326fdd562fbb\", \"7ea33e4a-e50f-442f-bc09-c7e99cd5224c\", \"03d79950-268f-462f-be4c-7183911212a5\"], \"total_duration\": 452.0, \"total_sessions\": 4, \"mean_week_duration\": 3.559}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding users whose total amount of duration is strictly greater than 3785 and less than 1322 and sort by sessions total 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{\"49392\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-24 05:09:11.000000+00:00\", \"2021-02-15 04:50:33.000000+00:00\"], \"session_ids\": [\"949228a1-dc2a-456c-8876-bf8c6a04fb07\", \"ac1492e1-f09b-40b7-89e5-a335e9c8e9c3\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 26.833}, \"58691\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-04 04:12:17.000000+00:00\", \"2019-03-24 20:18:49.000000+00:00\"], \"session_ids\": [\"ff37aa44-83f2-49c6-8352-ad8aa910e828\", \"02ae65c2-09fb-422f-9e68-f5177855e402\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 15.792}, \"70799\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-19 18:17:40.000000+00:00\", \"2019-10-23 19:31:17.000000+00:00\"], \"session_ids\": [\"e11e1ba5-1e53-41c7-a67a-dab631813849\", \"de0cb678-4bc5-4c51-b9d2-2154aad903a6\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.201}, \"69896\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-11 04:25:27.000000+00:00\", \"2021-01-27 00:06:14.000000+00:00\", \"2020-12-01 11:51:11.000000+00:00\"], \"session_ids\": [\"5d42dd78-737b-496f-95c1-9f771e9471c6\", \"fa86ad20-574a-4955-a387-a53e13364b9c\", \"f84e7363-04ec-473e-b691-34fb66aa91b1\"], \"total_duration\": 440.0, \"total_sessions\": 3, \"mean_week_duration\": 4.151}, \"94007\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-22 14:54:53.000000+00:00\", \"2020-11-10 02:24:52.000000+00:00\"], \"session_ids\": [\"b6ab0e18-fb99-4495-b643-bd9b851623e3\", \"d88ccc91-4d35-4f91-bac4-78ffd55fdf95\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.379}, \"84640\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-02-27 04:47:40.000000+00:00\", \"2020-05-19 03:28:48.000000+00:00\", \"2022-10-09 07:38:03.000000+00:00\", \"2019-08-25 10:53:45.000000+00:00\"], \"session_ids\": [\"cbefb0d9-a5a1-4620-930d-086031cdb730\", \"1cbea802-ace4-4ccf-a2ec-eb5ca160e5c4\", \"a1c082c1-0f3f-4638-a886-09cfc7ec8c8c\", \"91c02f69-0884-4a93-808f-ac50bd20c307\"], \"total_duration\": 1758.0, \"total_sessions\": 4, \"mean_week_duration\": 10.785}, \"57106\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-12 23:15:33.000000+00:00\", \"2019-03-09 05:09:04.000000+00:00\"], \"session_ids\": [\"ee34c808-e4b6-4ee1-bd2e-9c6a6573bbb5\", \"da3aba02-7610-481a-a94b-f4ddfd65e14a\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.229}, \"2712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-12-25 09:55:12.000000+00:00\", \"2021-09-24 11:11:31.000000+00:00\", \"2019-07-11 00:26:27.000000+00:00\"], \"session_ids\": [\"eb747d8b-e449-4b42-afdf-69f7e9413966\", \"30ec5f11-76b9-4369-883d-0e819ade0a5b\", \"2b82deda-9dab-4b93-a9b8-f33246b70b19\"], \"total_duration\": 155.0, \"total_sessions\": 3, \"mean_week_duration\": 1.202}, \"41971\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-20 10:24:26.000000+00:00\", \"2019-02-24 15:27:07.000000+00:00\", \"2020-05-16 15:56:26.000000+00:00\", \"2020-10-15 19:06:44.000000+00:00\", \"2022-09-23 19:23:24.000000+00:00\", \"2020-01-13 03:54:59.000000+00:00\", \"2019-10-03 19:12:54.000000+00:00\"], \"session_ids\": [\"744222e1-b9fa-4e3d-ab81-37abe1871d21\", \"42a8ccba-16a9-44f9-a2a1-87972dfc9117\", \"38519531-7f5d-4fb2-b571-7f3524ed88a8\", \"82e20d74-6a4c-4809-903b-b95e040d3f0d\", \"4e98dac7-2443-48b1-b245-7afacef6b9fb\", \"cc9334ea-3828-4dab-b489-bfcc29dd5684\", \"fcf510a5-5c91-4793-ae0c-84a758a06012\"], \"total_duration\": 386.0, \"total_sessions\": 7, \"mean_week_duration\": 2.064}, \"80016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-08-21 15:20:10.000000+00:00\", \"2023-03-22 02:44:44.000000+00:00\", \"2020-11-29 04:49:58.000000+00:00\", \"2022-07-05 12:37:39.000000+00:00\", \"2020-04-29 06:46:37.000000+00:00\", \"2021-10-17 05:56:36.000000+00:00\"], \"session_ids\": [\"ff7ee979-14c6-41c4-b02c-4a544f76bbdd\", \"ba6f2acb-6af4-40db-bcd6-321c2d1da90b\", \"d19825d2-9083-4b58-80ee-82c54afed8f5\", \"cbdbcdaa-2448-40d8-a857-d25d89779d7b\", \"40759a55-89d0-4234-be70-2b67011f7c8a\", \"3f459f1e-32e7-4cba-bfad-f55f9ce9a2db\"], \"total_duration\": 185.0, \"total_sessions\": 6, \"mean_week_duration\": 1.225}}\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 1322 and are greater than 3785"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[1322, 3785]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"49392\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-24 05:09:11.000000+00:00\", \"2021-02-15 04:50:33.000000+00:00\"], \"session_ids\": [\"949228a1-dc2a-456c-8876-bf8c6a04fb07\", \"ac1492e1-f09b-40b7-89e5-a335e9c8e9c3\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 26.833}, \"58691\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-04 04:12:17.000000+00:00\", \"2019-03-24 20:18:49.000000+00:00\"], \"session_ids\": [\"ff37aa44-83f2-49c6-8352-ad8aa910e828\", \"02ae65c2-09fb-422f-9e68-f5177855e402\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 15.792}, \"70799\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-19 18:17:40.000000+00:00\", \"2019-10-23 19:31:17.000000+00:00\"], \"session_ids\": [\"e11e1ba5-1e53-41c7-a67a-dab631813849\", \"de0cb678-4bc5-4c51-b9d2-2154aad903a6\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.201}, \"69896\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-11 04:25:27.000000+00:00\", \"2021-01-27 00:06:14.000000+00:00\", \"2020-12-01 11:51:11.000000+00:00\"], \"session_ids\": [\"5d42dd78-737b-496f-95c1-9f771e9471c6\", \"fa86ad20-574a-4955-a387-a53e13364b9c\", \"f84e7363-04ec-473e-b691-34fb66aa91b1\"], \"total_duration\": 440.0, \"total_sessions\": 3, \"mean_week_duration\": 4.151}, \"94007\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-22 14:54:53.000000+00:00\", \"2020-11-10 02:24:52.000000+00:00\"], \"session_ids\": [\"b6ab0e18-fb99-4495-b643-bd9b851623e3\", \"d88ccc91-4d35-4f91-bac4-78ffd55fdf95\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.379}, \"57106\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-12 23:15:33.000000+00:00\", \"2019-03-09 05:09:04.000000+00:00\"], \"session_ids\": [\"ee34c808-e4b6-4ee1-bd2e-9c6a6573bbb5\", \"da3aba02-7610-481a-a94b-f4ddfd65e14a\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.229}, \"2712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-12-25 09:55:12.000000+00:00\", \"2021-09-24 11:11:31.000000+00:00\", \"2019-07-11 00:26:27.000000+00:00\"], \"session_ids\": [\"eb747d8b-e449-4b42-afdf-69f7e9413966\", \"30ec5f11-76b9-4369-883d-0e819ade0a5b\", \"2b82deda-9dab-4b93-a9b8-f33246b70b19\"], \"total_duration\": 155.0, \"total_sessions\": 3, \"mean_week_duration\": 1.202}, \"41971\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-20 10:24:26.000000+00:00\", \"2019-02-24 15:27:07.000000+00:00\", \"2020-05-16 15:56:26.000000+00:00\", \"2020-10-15 19:06:44.000000+00:00\", \"2022-09-23 19:23:24.000000+00:00\", \"2020-01-13 03:54:59.000000+00:00\", \"2019-10-03 19:12:54.000000+00:00\"], \"session_ids\": [\"744222e1-b9fa-4e3d-ab81-37abe1871d21\", \"42a8ccba-16a9-44f9-a2a1-87972dfc9117\", \"38519531-7f5d-4fb2-b571-7f3524ed88a8\", \"82e20d74-6a4c-4809-903b-b95e040d3f0d\", \"4e98dac7-2443-48b1-b245-7afacef6b9fb\", \"cc9334ea-3828-4dab-b489-bfcc29dd5684\", \"fcf510a5-5c91-4793-ae0c-84a758a06012\"], \"total_duration\": 386.0, \"total_sessions\": 7, \"mean_week_duration\": 2.064}, \"80016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-08-21 15:20:10.000000+00:00\", \"2023-03-22 02:44:44.000000+00:00\", \"2020-11-29 04:49:58.000000+00:00\", \"2022-07-05 12:37:39.000000+00:00\", \"2020-04-29 06:46:37.000000+00:00\", \"2021-10-17 05:56:36.000000+00:00\"], \"session_ids\": [\"ff7ee979-14c6-41c4-b02c-4a544f76bbdd\", \"ba6f2acb-6af4-40db-bcd6-321c2d1da90b\", \"d19825d2-9083-4b58-80ee-82c54afed8f5\", \"cbdbcdaa-2448-40d8-a857-d25d89779d7b\", \"40759a55-89d0-4234-be70-2b67011f7c8a\", \"3f459f1e-32e7-4cba-bfad-f55f9ce9a2db\"], \"total_duration\": 185.0, \"total_sessions\": 6, \"mean_week_duration\": 1.225}}\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[{\"49392\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-24 05:09:11.000000+00:00\", \"2021-02-15 04:50:33.000000+00:00\"], \"session_ids\": [\"949228a1-dc2a-456c-8876-bf8c6a04fb07\", \"ac1492e1-f09b-40b7-89e5-a335e9c8e9c3\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 26.833}}, {\"58691\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-04 04:12:17.000000+00:00\", \"2019-03-24 20:18:49.000000+00:00\"], \"session_ids\": [\"ff37aa44-83f2-49c6-8352-ad8aa910e828\", \"02ae65c2-09fb-422f-9e68-f5177855e402\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 15.792}}, {\"70799\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-19 18:17:40.000000+00:00\", \"2019-10-23 19:31:17.000000+00:00\"], \"session_ids\": [\"e11e1ba5-1e53-41c7-a67a-dab631813849\", \"de0cb678-4bc5-4c51-b9d2-2154aad903a6\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.201}}, {\"94007\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-22 14:54:53.000000+00:00\", \"2020-11-10 02:24:52.000000+00:00\"], \"session_ids\": [\"b6ab0e18-fb99-4495-b643-bd9b851623e3\", \"d88ccc91-4d35-4f91-bac4-78ffd55fdf95\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.379}}, {\"57106\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-12 23:15:33.000000+00:00\", \"2019-03-09 05:09:04.000000+00:00\"], \"session_ids\": [\"ee34c808-e4b6-4ee1-bd2e-9c6a6573bbb5\", \"da3aba02-7610-481a-a94b-f4ddfd65e14a\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.229}}, {\"69896\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-11 04:25:27.000000+00:00\", \"2021-01-27 00:06:14.000000+00:00\", \"2020-12-01 11:51:11.000000+00:00\"], \"session_ids\": [\"5d42dd78-737b-496f-95c1-9f771e9471c6\", \"fa86ad20-574a-4955-a387-a53e13364b9c\", \"f84e7363-04ec-473e-b691-34fb66aa91b1\"], \"total_duration\": 440.0, \"total_sessions\": 3, \"mean_week_duration\": 4.151}}, {\"2712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-12-25 09:55:12.000000+00:00\", \"2021-09-24 11:11:31.000000+00:00\", \"2019-07-11 00:26:27.000000+00:00\"], \"session_ids\": [\"eb747d8b-e449-4b42-afdf-69f7e9413966\", \"30ec5f11-76b9-4369-883d-0e819ade0a5b\", \"2b82deda-9dab-4b93-a9b8-f33246b70b19\"], \"total_duration\": 155.0, \"total_sessions\": 3, \"mean_week_duration\": 1.202}}, {\"80016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-08-21 15:20:10.000000+00:00\", \"2023-03-22 02:44:44.000000+00:00\", \"2020-11-29 04:49:58.000000+00:00\", \"2022-07-05 12:37:39.000000+00:00\", \"2020-04-29 06:46:37.000000+00:00\", \"2021-10-17 05:56:36.000000+00:00\"], \"session_ids\": [\"ff7ee979-14c6-41c4-b02c-4a544f76bbdd\", \"ba6f2acb-6af4-40db-bcd6-321c2d1da90b\", \"d19825d2-9083-4b58-80ee-82c54afed8f5\", \"cbdbcdaa-2448-40d8-a857-d25d89779d7b\", \"40759a55-89d0-4234-be70-2b67011f7c8a\", \"3f459f1e-32e7-4cba-bfad-f55f9ce9a2db\"], \"total_duration\": 185.0, \"total_sessions\": 6, \"mean_week_duration\": 1.225}}, {\"41971\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-20 10:24:26.000000+00:00\", \"2019-02-24 15:27:07.000000+00:00\", \"2020-05-16 15:56:26.000000+00:00\", \"2020-10-15 19:06:44.000000+00:00\", \"2022-09-23 19:23:24.000000+00:00\", \"2020-01-13 03:54:59.000000+00:00\", \"2019-10-03 19:12:54.000000+00:00\"], \"session_ids\": [\"744222e1-b9fa-4e3d-ab81-37abe1871d21\", \"42a8ccba-16a9-44f9-a2a1-87972dfc9117\", \"38519531-7f5d-4fb2-b571-7f3524ed88a8\", \"82e20d74-6a4c-4809-903b-b95e040d3f0d\", \"4e98dac7-2443-48b1-b245-7afacef6b9fb\", \"cc9334ea-3828-4dab-b489-bfcc29dd5684\", \"fcf510a5-5c91-4793-ae0c-84a758a06012\"], \"total_duration\": 386.0, \"total_sessions\": 7, \"mean_week_duration\": 2.064}}]\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[{\"49392\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-03-24 05:09:11.000000+00:00\", \"2021-02-15 04:50:33.000000+00:00\"], \"session_ids\": [\"949228a1-dc2a-456c-8876-bf8c6a04fb07\", \"ac1492e1-f09b-40b7-89e5-a335e9c8e9c3\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 26.833}}, {\"58691\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-04 04:12:17.000000+00:00\", \"2019-03-24 20:18:49.000000+00:00\"], \"session_ids\": [\"ff37aa44-83f2-49c6-8352-ad8aa910e828\", \"02ae65c2-09fb-422f-9e68-f5177855e402\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 15.792}}, {\"70799\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-19 18:17:40.000000+00:00\", \"2019-10-23 19:31:17.000000+00:00\"], \"session_ids\": [\"e11e1ba5-1e53-41c7-a67a-dab631813849\", \"de0cb678-4bc5-4c51-b9d2-2154aad903a6\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 0.201}}, {\"94007\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-04-22 14:54:53.000000+00:00\", \"2020-11-10 02:24:52.000000+00:00\"], \"session_ids\": [\"b6ab0e18-fb99-4495-b643-bd9b851623e3\", \"d88ccc91-4d35-4f91-bac4-78ffd55fdf95\"], \"total_duration\": 156.0, \"total_sessions\": 2, \"mean_week_duration\": 5.379}}, {\"57106\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-12 23:15:33.000000+00:00\", \"2019-03-09 05:09:04.000000+00:00\"], \"session_ids\": [\"ee34c808-e4b6-4ee1-bd2e-9c6a6573bbb5\", \"da3aba02-7610-481a-a94b-f4ddfd65e14a\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.229}}, {\"69896\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-11 04:25:27.000000+00:00\", \"2021-01-27 00:06:14.000000+00:00\", \"2020-12-01 11:51:11.000000+00:00\"], \"session_ids\": [\"5d42dd78-737b-496f-95c1-9f771e9471c6\", \"fa86ad20-574a-4955-a387-a53e13364b9c\", \"f84e7363-04ec-473e-b691-34fb66aa91b1\"], \"total_duration\": 440.0, \"total_sessions\": 3, \"mean_week_duration\": 4.151}}, {\"2712\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-12-25 09:55:12.000000+00:00\", \"2021-09-24 11:11:31.000000+00:00\", \"2019-07-11 00:26:27.000000+00:00\"], \"session_ids\": [\"eb747d8b-e449-4b42-afdf-69f7e9413966\", \"30ec5f11-76b9-4369-883d-0e819ade0a5b\", \"2b82deda-9dab-4b93-a9b8-f33246b70b19\"], \"total_duration\": 155.0, \"total_sessions\": 3, \"mean_week_duration\": 1.202}}, {\"80016\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-08-21 15:20:10.000000+00:00\", \"2023-03-22 02:44:44.000000+00:00\", \"2020-11-29 04:49:58.000000+00:00\", \"2022-07-05 12:37:39.000000+00:00\", \"2020-04-29 06:46:37.000000+00:00\", \"2021-10-17 05:56:36.000000+00:00\"], \"session_ids\": [\"ff7ee979-14c6-41c4-b02c-4a544f76bbdd\", \"ba6f2acb-6af4-40db-bcd6-321c2d1da90b\", \"d19825d2-9083-4b58-80ee-82c54afed8f5\", \"cbdbcdaa-2448-40d8-a857-d25d89779d7b\", \"40759a55-89d0-4234-be70-2b67011f7c8a\", \"3f459f1e-32e7-4cba-bfad-f55f9ce9a2db\"], \"total_duration\": 185.0, \"total_sessions\": 6, \"mean_week_duration\": 1.225}}, {\"41971\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-01-20 10:24:26.000000+00:00\", \"2019-02-24 15:27:07.000000+00:00\", \"2020-05-16 15:56:26.000000+00:00\", \"2020-10-15 19:06:44.000000+00:00\", \"2022-09-23 19:23:24.000000+00:00\", \"2020-01-13 03:54:59.000000+00:00\", \"2019-10-03 19:12:54.000000+00:00\"], \"session_ids\": [\"744222e1-b9fa-4e3d-ab81-37abe1871d21\", \"42a8ccba-16a9-44f9-a2a1-87972dfc9117\", \"38519531-7f5d-4fb2-b571-7f3524ed88a8\", \"82e20d74-6a4c-4809-903b-b95e040d3f0d\", \"4e98dac7-2443-48b1-b245-7afacef6b9fb\", \"cc9334ea-3828-4dab-b489-bfcc29dd5684\", \"fcf510a5-5c91-4793-ae0c-84a758a06012\"], \"total_duration\": 386.0, \"total_sessions\": 7, \"mean_week_duration\": 2.064}}]\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 who are inhabitants of city Rio de Janeiro additionaly do sorting by total time using the app form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13141\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-09 08:19:35.000000+00:00\", \"2021-03-26 19:06:03.000000+00:00\"], \"session_ids\": [\"1559f694-ae87-40ce-98bb-4c7c0c44001a\", \"48d888ee-7a9d-4143-8352-a4b5750485a8\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 47.0}, \"43748\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-06-09 03:29:11.000000+00:00\", \"2020-05-30 00:27:37.000000+00:00\", \"2021-02-02 18:19:14.000000+00:00\", \"2020-12-13 14:27:23.000000+00:00\", \"2020-11-26 05:56:33.000000+00:00\", \"2022-01-25 07:51:25.000000+00:00\"], \"session_ids\": [\"69272017-12b5-4d70-9838-b2479a988c66\", \"9a7a27fb-4be9-4470-a876-842d0173e21e\", \"21fcfd55-9eb3-4347-be69-dd9019b4f016\", \"f6e18039-3994-4140-aa1e-f50bb74d4b16\", \"578698f2-a187-4ad6-b37b-09a9b9e589af\", \"faebac40-cf79-4170-a33f-970d15662730\"], \"total_duration\": 110.0, \"total_sessions\": 6, \"mean_week_duration\": 1.264}, \"1549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-30 16:11:49.000000+00:00\", \"2022-11-04 21:19:20.000000+00:00\", \"2020-10-28 00:51:17.000000+00:00\"], \"session_ids\": [\"5040a70f-dbe8-4da1-80a5-bfebd8c51b95\", \"01cd8f66-22ba-4536-96c2-e7940aeda98c\", \"5dde1039-88aa-4578-9e54-c886057400d1\"], \"total_duration\": 570.0, \"total_sessions\": 3, \"mean_week_duration\": 5.377}, \"29076\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-02-06 16:23:13.000000+00:00\", \"2019-07-16 16:31:36.000000+00:00\"], \"session_ids\": [\"2bdfa328-6967-4298-96ad-5192c55c0993\", \"950cc95b-46a0-409c-8a30-8fd2f4c2ff8b\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.231}, \"46480\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-04-24 10:09:56.000000+00:00\", \"2023-02-26 14:04:26.000000+00:00\"], \"session_ids\": [\"ec3c1ea1-1a65-44ab-b4f7-ca218d891ab6\", \"5f437b72-775e-497e-9046-99edc265998f\"], \"total_duration\": 373.0, \"total_sessions\": 2, \"mean_week_duration\": 1.856}, \"67738\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3, \"Settings Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-16 09:43:16.000000+00:00\", \"2023-06-17 17:58:07.000000+00:00\"], \"session_ids\": [\"f0dc0ac0-d465-4a01-80ae-a934109f49d3\", \"f36a0834-8206-4917-b8f7-7bb929be8524\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 2.328}, \"82264\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-03 17:30:19.000000+00:00\", \"2023-05-20 18:17:56.000000+00:00\", \"2020-03-24 11:20:30.000000+00:00\"], \"session_ids\": [\"93c31c0f-8c77-4f6a-9238-0cf78d2e9eb6\", \"4a18db05-93dc-48c3-9dac-da9e2b6a9b83\", \"b70a68cc-d79b-483c-8cf3-a61d9f0356cc\"], \"total_duration\": 873.0, \"total_sessions\": 3, \"mean_week_duration\": 5.291}, \"6597\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-02-02 03:27:35.000000+00:00\", \"2022-01-18 14:25:59.000000+00:00\", \"2021-01-01 13:55:36.000000+00:00\", \"2023-04-12 04:10:37.000000+00:00\", \"2020-05-21 20:08:19.000000+00:00\"], \"session_ids\": [\"2429aca9-c3c7-4793-8076-4f70c380e177\", \"e73b1ef5-442d-47bb-b3a2-71eab4584c87\", \"5d430d93-475c-4e4b-b0b4-12c86733b0f2\", \"63b54bee-6807-4c16-82e2-fcc782507e2e\", \"9d881148-435a-45fa-9418-17a30f7f54bc\"], \"total_duration\": 82.0, \"total_sessions\": 5, \"mean_week_duration\": 0.543}, \"96728\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-12-20 18:53:08.000000+00:00\", \"2022-05-25 17:11:16.000000+00:00\"], \"session_ids\": [\"658d5aba-1aaf-45a3-bf51-688019e34b92\", \"fdb32006-d29b-47a5-a4ce-2ddc2999941e\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.76}, \"12260\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-18 10:18:49.000000+00:00\", \"2022-11-13 14:48:07.000000+00:00\", \"2022-11-27 06:12:52.000000+00:00\", \"2019-11-25 08:13:03.000000+00:00\", \"2019-05-18 12:29:22.000000+00:00\"], \"session_ids\": [\"b6a72cf0-2786-4cfa-97c9-a796b5f9ab8b\", \"b07609e4-46e5-4263-9c29-3275be76e61d\", \"fc28e6a9-e334-4be5-9786-c2c9cd5b3259\", \"f9aae579-002e-43cc-9615-d308b6c309cf\", \"a123fbdb-d889-4056-b816-315a0b0fcb02\"], \"total_duration\": 2437.0, \"total_sessions\": 5, \"mean_week_duration\": 13.245}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is Rio de Janeiro"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Rio de Janeiro\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 7 users who have site usage time <= than 1746 and do sorting by overall quantity of sessions in asc order."
}
] |
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