conversations
list |
|---|
[
{
"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{\"36675\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-05 09:59:55.000000+00:00\", \"2020-11-23 22:38:10.000000+00:00\"], \"session_ids\": [\"da01c065-e02d-4344-a695-5981c76a7c81\", \"35962cdf-e0cf-4717-9945-20c7d62432b3\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 1.766}, \"1212\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-01-03 14:05:57.000000+00:00\", \"2022-09-12 23:26:14.000000+00:00\"], \"session_ids\": [\"74d37da7-8a91-41ed-9956-0d27c86a8f15\", \"aea070e1-a599-4996-b7ef-4ebd2dc6ea0c\"], \"total_duration\": 235.0, \"total_sessions\": 2, \"mean_week_duration\": 6.528}, \"97781\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-06-21 12:42:46.000000+00:00\", \"2022-01-06 07:04:37.000000+00:00\"], \"session_ids\": [\"1c9b3906-1f76-49b5-9338-9f40120a01ea\", \"e50572f1-dd96-4d9e-8c95-02092c143480\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 3.793}, \"92331\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-08-30 13:15:07.000000+00:00\", \"2019-01-31 11:30:42.000000+00:00\"], \"session_ids\": [\"d79a67a9-0480-4c2d-8cce-69b166912b01\", \"c45b447e-5647-4ee6-a05a-a0d414dddcd3\"], \"total_duration\": 247.0, \"total_sessions\": 2, \"mean_week_duration\": 1.321}, \"28357\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-07 11:59:48.000000+00:00\", \"2019-11-15 21:56:55.000000+00:00\", \"2021-06-04 00:41:36.000000+00:00\"], \"session_ids\": [\"b787fc78-ab81-4bce-b678-29d66c20feb0\", \"d04c30b0-b7b5-41fa-a22f-7b553d4e5987\", \"716816aa-fd65-4c1f-947f-bbbb61f50156\"], \"total_duration\": 313.0, \"total_sessions\": 3, \"mean_week_duration\": 2.129}, \"33164\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-10-06 02:41:30.000000+00:00\", \"2020-04-23 16:20:48.000000+00:00\"], \"session_ids\": [\"3455e7bb-3888-4766-8fe7-fb5889eaf97e\", \"4352dbef-7587-4c1c-b4f3-cb3e8ef59012\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 2.974}, \"77987\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-09-17 23:19:18.000000+00:00\", \"2020-09-30 00:59:35.000000+00:00\"], \"session_ids\": [\"e565eff9-c0da-4172-a9ca-5f158ec11a39\", \"e1b52d20-fb6a-4772-8a68-ac096b5e866e\"], \"total_duration\": 284.0, \"total_sessions\": 2, \"mean_week_duration\": 5.259}, \"51855\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-28 11:44:57.000000+00:00\", \"2022-09-26 05:28:09.000000+00:00\"], \"session_ids\": [\"34a90cf8-b1e2-4912-9f66-be1137aa934b\", \"9db30f8e-5cbe-4d5a-a101-2d33e27d0d11\"], \"total_duration\": 276.0, \"total_sessions\": 2, \"mean_week_duration\": 7.077}, \"51561\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-28 22:58:50.000000+00:00\", \"2020-07-26 08:11:00.000000+00:00\", \"2019-09-10 00:31:48.000000+00:00\", \"2021-08-12 12:51:35.000000+00:00\"], \"session_ids\": [\"8acf60bc-bc2c-4f24-b505-5c7b44ff009b\", \"20b54c55-d7b6-4e29-aa8c-00bacda724bc\", \"96d403c4-4cee-48a2-a8eb-dd4ebedc81b3\", \"4cb8095a-c1ca-438c-9dd9-0130e63e65b1\"], \"total_duration\": 182.0, \"total_sessions\": 4, \"mean_week_duration\": 1.802}, \"5669\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-05-28 19:46:34.000000+00:00\", \"2020-08-12 22:25:19.000000+00:00\", \"2022-02-10 17:16:26.000000+00:00\", \"2019-10-28 05:45:15.000000+00:00\", \"2019-06-07 18:34:45.000000+00:00\", \"2022-06-07 01:16:01.000000+00:00\", \"2022-04-29 02:41:05.000000+00:00\", \"2020-02-28 21:23:24.000000+00:00\", \"2023-03-09 11:15:42.000000+00:00\", \"2023-06-20 10:54:23.000000+00:00\", \"2022-03-13 22:45:52.000000+00:00\"], \"session_ids\": [\"96b1160c-9e16-4b3a-ad1e-00dab5f6c0a6\", \"0f701589-4aa0-4d92-a69e-5990f9c391d0\", \"9175bce5-0a8e-4918-aad8-aaba1d9b2db5\", \"1f4fdf38-9b8e-4178-a94b-6a610b167d46\", \"dfab5ee1-038c-4ae9-977f-68f9e5cded56\", \"b9bfe32a-9b32-43fb-9623-87b7bcda7c1e\", \"f19a6f6c-1bc7-46c3-b2b2-52f60db4d380\", \"1e831462-374a-4d6b-818a-e7d3eb14b1b8\", \"aa122715-96dd-4d9d-9f71-66832295e745\", \"8b13dfa5-ffd7-4291-8283-3b28a8e25434\", \"0f88fcc8-387b-40b7-9ec8-e7ced5d09213\"], \"total_duration\": 9369.0, \"total_sessions\": 11, \"mean_week_duration\": 44.403}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are equal or greater than 14"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[14, 36]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"5669\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-05-28 19:46:34.000000+00:00\", \"2020-08-12 22:25:19.000000+00:00\", \"2022-02-10 17:16:26.000000+00:00\", \"2019-10-28 05:45:15.000000+00:00\", \"2019-06-07 18:34:45.000000+00:00\", \"2022-06-07 01:16:01.000000+00:00\", \"2022-04-29 02:41:05.000000+00:00\", \"2020-02-28 21:23:24.000000+00:00\", \"2023-03-09 11:15:42.000000+00:00\", \"2023-06-20 10:54:23.000000+00:00\", \"2022-03-13 22:45:52.000000+00:00\"], \"session_ids\": [\"96b1160c-9e16-4b3a-ad1e-00dab5f6c0a6\", \"0f701589-4aa0-4d92-a69e-5990f9c391d0\", \"9175bce5-0a8e-4918-aad8-aaba1d9b2db5\", \"1f4fdf38-9b8e-4178-a94b-6a610b167d46\", \"dfab5ee1-038c-4ae9-977f-68f9e5cded56\", \"b9bfe32a-9b32-43fb-9623-87b7bcda7c1e\", \"f19a6f6c-1bc7-46c3-b2b2-52f60db4d380\", \"1e831462-374a-4d6b-818a-e7d3eb14b1b8\", \"aa122715-96dd-4d9d-9f71-66832295e745\", \"8b13dfa5-ffd7-4291-8283-3b28a8e25434\", \"0f88fcc8-387b-40b7-9ec8-e7ced5d09213\"], \"total_duration\": 9369.0, \"total_sessions\": 11, \"mean_week_duration\": 44.403}}\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[{\"5669\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-05-28 19:46:34.000000+00:00\", \"2020-08-12 22:25:19.000000+00:00\", \"2022-02-10 17:16:26.000000+00:00\", \"2019-10-28 05:45:15.000000+00:00\", \"2019-06-07 18:34:45.000000+00:00\", \"2022-06-07 01:16:01.000000+00:00\", \"2022-04-29 02:41:05.000000+00:00\", \"2020-02-28 21:23:24.000000+00:00\", \"2023-03-09 11:15:42.000000+00:00\", \"2023-06-20 10:54:23.000000+00:00\", \"2022-03-13 22:45:52.000000+00:00\"], \"session_ids\": [\"96b1160c-9e16-4b3a-ad1e-00dab5f6c0a6\", \"0f701589-4aa0-4d92-a69e-5990f9c391d0\", \"9175bce5-0a8e-4918-aad8-aaba1d9b2db5\", \"1f4fdf38-9b8e-4178-a94b-6a610b167d46\", \"dfab5ee1-038c-4ae9-977f-68f9e5cded56\", \"b9bfe32a-9b32-43fb-9623-87b7bcda7c1e\", \"f19a6f6c-1bc7-46c3-b2b2-52f60db4d380\", \"1e831462-374a-4d6b-818a-e7d3eb14b1b8\", \"aa122715-96dd-4d9d-9f71-66832295e745\", \"8b13dfa5-ffd7-4291-8283-3b28a8e25434\", \"0f88fcc8-387b-40b7-9ec8-e7ced5d09213\"], \"total_duration\": 9369.0, \"total_sessions\": 11, \"mean_week_duration\": 44.403}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 4 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 4, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"5669\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-05-28 19:46:34.000000+00:00\", \"2020-08-12 22:25:19.000000+00:00\", \"2022-02-10 17:16:26.000000+00:00\", \"2019-10-28 05:45:15.000000+00:00\", \"2019-06-07 18:34:45.000000+00:00\", \"2022-06-07 01:16:01.000000+00:00\", \"2022-04-29 02:41:05.000000+00:00\", \"2020-02-28 21:23:24.000000+00:00\", \"2023-03-09 11:15:42.000000+00:00\", \"2023-06-20 10:54:23.000000+00:00\", \"2022-03-13 22:45:52.000000+00:00\"], \"session_ids\": [\"96b1160c-9e16-4b3a-ad1e-00dab5f6c0a6\", \"0f701589-4aa0-4d92-a69e-5990f9c391d0\", \"9175bce5-0a8e-4918-aad8-aaba1d9b2db5\", \"1f4fdf38-9b8e-4178-a94b-6a610b167d46\", \"dfab5ee1-038c-4ae9-977f-68f9e5cded56\", \"b9bfe32a-9b32-43fb-9623-87b7bcda7c1e\", \"f19a6f6c-1bc7-46c3-b2b2-52f60db4d380\", \"1e831462-374a-4d6b-818a-e7d3eb14b1b8\", \"aa122715-96dd-4d9d-9f71-66832295e745\", \"8b13dfa5-ffd7-4291-8283-3b28a8e25434\", \"0f88fcc8-387b-40b7-9ec8-e7ced5d09213\"], \"total_duration\": 9369.0, \"total_sessions\": 11, \"mean_week_duration\": 44.403}}]\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[{\"5669\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2023-05-28 19:46:34.000000+00:00\", \"2020-08-12 22:25:19.000000+00:00\", \"2022-02-10 17:16:26.000000+00:00\", \"2019-10-28 05:45:15.000000+00:00\", \"2019-06-07 18:34:45.000000+00:00\", \"2022-06-07 01:16:01.000000+00:00\", \"2022-04-29 02:41:05.000000+00:00\", \"2020-02-28 21:23:24.000000+00:00\", \"2023-03-09 11:15:42.000000+00:00\", \"2023-06-20 10:54:23.000000+00:00\", \"2022-03-13 22:45:52.000000+00:00\"], \"session_ids\": [\"96b1160c-9e16-4b3a-ad1e-00dab5f6c0a6\", \"0f701589-4aa0-4d92-a69e-5990f9c391d0\", \"9175bce5-0a8e-4918-aad8-aaba1d9b2db5\", \"1f4fdf38-9b8e-4178-a94b-6a610b167d46\", \"dfab5ee1-038c-4ae9-977f-68f9e5cded56\", \"b9bfe32a-9b32-43fb-9623-87b7bcda7c1e\", \"f19a6f6c-1bc7-46c3-b2b2-52f60db4d380\", \"1e831462-374a-4d6b-818a-e7d3eb14b1b8\", \"aa122715-96dd-4d9d-9f71-66832295e745\", \"8b13dfa5-ffd7-4291-8283-3b28a8e25434\", \"0f88fcc8-387b-40b7-9ec8-e7ced5d09213\"], \"total_duration\": 9369.0, \"total_sessions\": 11, \"mean_week_duration\": 44.403}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on user who lives in cities Amsterdam, Edinburgh, San Salvador, Caracas, Kingston , implement sorting by overall quantity of sessions decliningly."
}
] |
[
{
"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{\"59188\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Athens\", \"datetimes\": [\"2023-03-31 05:47:03.000000+00:00\", \"2022-03-21 17:05:33.000000+00:00\", \"2019-02-15 06:48:35.000000+00:00\", \"2023-04-03 22:03:03.000000+00:00\"], \"session_ids\": [\"310e8b79-04cc-4264-b181-958885f0bae2\", \"51a3760d-2058-41ea-958a-04a1a3218864\", \"c9e34489-29da-4b7d-9501-a13a70346a7a\", \"94bfb094-6e2d-49bf-8090-71205be57634\"], \"total_duration\": 253.0, \"total_sessions\": 4, \"mean_week_duration\": 1.171}, \"62760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-06 12:21:54.000000+00:00\", \"2021-08-23 19:33:43.000000+00:00\"], \"session_ids\": [\"f2377a61-70e0-4860-afbb-30b606350564\", \"4e963a69-2d27-4c45-9358-bb566653c72c\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 2.784}, \"20313\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-12-04 06:58:41.000000+00:00\", \"2023-06-12 11:03:31.000000+00:00\", \"2019-01-08 13:25:01.000000+00:00\"], \"session_ids\": [\"7b0a59d2-61c0-400a-9c7c-f1be0cc146b4\", \"47364c3d-afa5-4f22-9310-29beb87213f4\", \"062a58c1-2759-4327-b885-6ff6825c5946\"], \"total_duration\": 126.0, \"total_sessions\": 3, \"mean_week_duration\": 0.545}, \"26508\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-26 12:34:14.000000+00:00\", \"2021-02-10 15:54:16.000000+00:00\"], \"session_ids\": [\"ed1afe0a-07aa-4b4a-a2b0-e3d339b3b22a\", \"7ac301ed-fd48-4eb2-b8e2-5c5ca9a0cb57\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.868}, \"65881\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-12-08 17:55:31.000000+00:00\", \"2022-07-30 17:29:47.000000+00:00\"], \"session_ids\": [\"66299605-4c00-4a42-9308-66d191db66f6\", \"9e3fdf94-5c88-417e-940c-2307f5be5090\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 13.263}, \"17007\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-04-15 16:35:07.000000+00:00\", \"2020-10-05 11:09:45.000000+00:00\"], \"session_ids\": [\"7de46bd3-5763-480c-9d3e-fc272eac8ed7\", \"0dbd12f5-f325-4a4e-93f9-dd49c01d9724\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 4.95}, \"34182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-11-09 05:42:53.000000+00:00\", \"2021-06-13 14:48:53.000000+00:00\", \"2020-09-13 20:16:35.000000+00:00\", \"2021-02-20 04:34:05.000000+00:00\"], \"session_ids\": [\"6e48ae04-bedf-4225-9ab7-19ae0ec4bece\", \"ba687bb0-2263-4d4d-99bd-67286ff053e5\", \"25faaca4-61fd-46fa-b768-57a36fe111ba\", \"6ccbde97-42c5-482f-afd4-ebd0cc893602\"], \"total_duration\": 968.0, \"total_sessions\": 4, \"mean_week_duration\": 15.869}, \"80191\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-11-12 08:17:27.000000+00:00\", \"2021-01-02 10:13:03.000000+00:00\", \"2021-09-08 09:13:25.000000+00:00\", \"2019-08-24 00:56:02.000000+00:00\"], \"session_ids\": [\"45b277a3-3068-4478-91ff-c28960348154\", \"4becfb5e-3dca-4cbb-ae39-e9dc24bd048a\", \"6ad473fa-28a4-453b-aeff-e41896616230\", \"2ab50e9a-026e-48f9-a891-f3d8df66d073\"], \"total_duration\": 312.0, \"total_sessions\": 4, \"mean_week_duration\": 1.857}, \"8781\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-02-01 14:35:38.000000+00:00\", \"2019-06-10 02:42:59.000000+00:00\", \"2021-02-04 22:40:01.000000+00:00\", \"2022-12-28 03:42:50.000000+00:00\", \"2020-08-27 19:53:26.000000+00:00\"], \"session_ids\": [\"3a09334d-0ba0-4665-84fc-b0c0fab71601\", \"8de28102-f60d-4130-8677-a71bc053c704\", \"54bd8fea-7be0-4af8-aef7-29b6d7dee369\", \"5cfe92d8-182c-4687-b513-0df78cf1afc8\", \"638928f3-962a-4324-967f-cb22bbf99c6f\"], \"total_duration\": 1069.0, \"total_sessions\": 5, \"mean_week_duration\": 5.747}, \"37612\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-09-17 16:23:26.000000+00:00\", \"2019-03-03 09:38:58.000000+00:00\"], \"session_ids\": [\"a7a9b95a-e6fa-44e9-b5d5-43ba880700c4\", \"ede29635-e3d7-4981-9022-f1fd53e5b484\"], \"total_duration\": 302.0, \"total_sessions\": 2, \"mean_week_duration\": 2.271}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are Amsterdam, Edinburgh, San Salvador, Caracas, Kingston"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Amsterdam\", \"Edinburgh\", \"San Salvador\", \"Caracas\", \"Kingston\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"62760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-06 12:21:54.000000+00:00\", \"2021-08-23 19:33:43.000000+00:00\"], \"session_ids\": [\"f2377a61-70e0-4860-afbb-30b606350564\", \"4e963a69-2d27-4c45-9358-bb566653c72c\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 2.784}, \"26508\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-26 12:34:14.000000+00:00\", \"2021-02-10 15:54:16.000000+00:00\"], \"session_ids\": [\"ed1afe0a-07aa-4b4a-a2b0-e3d339b3b22a\", \"7ac301ed-fd48-4eb2-b8e2-5c5ca9a0cb57\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.868}, \"65881\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-12-08 17:55:31.000000+00:00\", \"2022-07-30 17:29:47.000000+00:00\"], \"session_ids\": [\"66299605-4c00-4a42-9308-66d191db66f6\", \"9e3fdf94-5c88-417e-940c-2307f5be5090\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 13.263}, \"80191\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-11-12 08:17:27.000000+00:00\", \"2021-01-02 10:13:03.000000+00:00\", \"2021-09-08 09:13:25.000000+00:00\", \"2019-08-24 00:56:02.000000+00:00\"], \"session_ids\": [\"45b277a3-3068-4478-91ff-c28960348154\", \"4becfb5e-3dca-4cbb-ae39-e9dc24bd048a\", \"6ad473fa-28a4-453b-aeff-e41896616230\", \"2ab50e9a-026e-48f9-a891-f3d8df66d073\"], \"total_duration\": 312.0, \"total_sessions\": 4, \"mean_week_duration\": 1.857}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_sessions attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80191\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-11-12 08:17:27.000000+00:00\", \"2021-01-02 10:13:03.000000+00:00\", \"2021-09-08 09:13:25.000000+00:00\", \"2019-08-24 00:56:02.000000+00:00\"], \"session_ids\": [\"45b277a3-3068-4478-91ff-c28960348154\", \"4becfb5e-3dca-4cbb-ae39-e9dc24bd048a\", \"6ad473fa-28a4-453b-aeff-e41896616230\", \"2ab50e9a-026e-48f9-a891-f3d8df66d073\"], \"total_duration\": 312.0, \"total_sessions\": 4, \"mean_week_duration\": 1.857}}, {\"62760\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-06 12:21:54.000000+00:00\", \"2021-08-23 19:33:43.000000+00:00\"], \"session_ids\": [\"f2377a61-70e0-4860-afbb-30b606350564\", \"4e963a69-2d27-4c45-9358-bb566653c72c\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 2.784}}, {\"26508\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-26 12:34:14.000000+00:00\", \"2021-02-10 15:54:16.000000+00:00\"], \"session_ids\": [\"ed1afe0a-07aa-4b4a-a2b0-e3d339b3b22a\", \"7ac301ed-fd48-4eb2-b8e2-5c5ca9a0cb57\"], \"total_duration\": 33.0, \"total_sessions\": 2, \"mean_week_duration\": 0.868}}, {\"65881\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2022-12-08 17:55:31.000000+00:00\", \"2022-07-30 17:29:47.000000+00:00\"], \"session_ids\": [\"66299605-4c00-4a42-9308-66d191db66f6\", \"9e3fdf94-5c88-417e-940c-2307f5be5090\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 13.263}}]\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[{\"80191\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-11-12 08:17:27.000000+00:00\", \"2021-01-02 10:13:03.000000+00:00\", \"2021-09-08 09:13:25.000000+00:00\", \"2019-08-24 00:56:02.000000+00:00\"], \"session_ids\": [\"45b277a3-3068-4478-91ff-c28960348154\", \"4becfb5e-3dca-4cbb-ae39-e9dc24bd048a\", \"6ad473fa-28a4-453b-aeff-e41896616230\", \"2ab50e9a-026e-48f9-a891-f3d8df66d073\"], \"total_duration\": 312.0, \"total_sessions\": 4, \"mean_week_duration\": 1.857}}]\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[{\"80191\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-11-12 08:17:27.000000+00:00\", \"2021-01-02 10:13:03.000000+00:00\", \"2021-09-08 09:13:25.000000+00:00\", \"2019-08-24 00:56:02.000000+00:00\"], \"session_ids\": [\"45b277a3-3068-4478-91ff-c28960348154\", \"4becfb5e-3dca-4cbb-ae39-e9dc24bd048a\", \"6ad473fa-28a4-453b-aeff-e41896616230\", \"2ab50e9a-026e-48f9-a891-f3d8df66d073\"], \"total_duration\": 312.0, \"total_sessions\": 4, \"mean_week_duration\": 1.857}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 4 users who are living in cities Kingston, Lisbon, Toronto, Stockholm, Sydney additionaly sort by overall total duration asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63880\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-05-03 08:21:53.000000+00:00\", \"2022-05-20 07:18:48.000000+00:00\", \"2020-09-06 13:03:55.000000+00:00\", \"2020-10-26 20:13:51.000000+00:00\"], \"session_ids\": [\"e1819a06-474b-43b8-b7f0-20ee39a7a7b8\", \"7ff30837-5ef7-4c1d-b90e-e5eb0906458a\", \"13f8357d-972d-42e9-a06d-9fc7ddafb40e\", \"2caff13e-1c41-4b65-bffc-d639bb6ab3f8\"], \"total_duration\": 168.0, \"total_sessions\": 4, \"mean_week_duration\": 1.057}, \"3644\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-04-05 09:01:36.000000+00:00\", \"2021-08-23 05:55:06.000000+00:00\"], \"session_ids\": [\"5cce3117-325f-4287-905a-f28d18516440\", \"2ee22e1e-e356-4415-9880-ece050483cf1\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.488}, \"98135\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 4, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-04-03 12:49:53.000000+00:00\", \"2019-05-05 16:04:17.000000+00:00\", \"2023-04-26 19:44:24.000000+00:00\", \"2022-11-06 03:44:19.000000+00:00\", \"2019-04-28 09:02:26.000000+00:00\", \"2022-04-05 13:56:00.000000+00:00\", \"2023-02-08 02:43:33.000000+00:00\", \"2021-05-26 09:31:22.000000+00:00\", \"2021-06-13 12:49:22.000000+00:00\", \"2020-10-04 13:07:03.000000+00:00\", \"2020-11-13 09:12:27.000000+00:00\"], \"session_ids\": [\"02debfc6-d79a-498d-a4cd-8b7a70fba6bc\", \"30158efe-3f99-49b1-bc31-1a188cfb1ac7\", \"60cc6b9b-95e2-4576-b252-b0a81cf3fe73\", \"d6633e8c-354d-4eb1-a6d4-589ca300ba3b\", \"a24738b1-4caa-4fb2-8404-89f5a9671590\", \"a2aa4e0f-904e-4fc8-bb2e-5f3bcae71010\", \"515f65c5-6208-4c3b-9af5-b56d292631bf\", \"72349a43-d9cd-4db3-8aa9-1b8720639454\", \"f376ecb9-4658-4723-a8f4-7f3e9155d9bc\", \"36d68a53-f942-46f7-8c99-c1a9c7bbf202\", \"774f6912-2b35-4a6b-8b8c-fc3b29d1b496\"], \"total_duration\": 10016.0, \"total_sessions\": 11, \"mean_week_duration\": 47.923}, \"10768\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-06-10 10:52:44.000000+00:00\", \"2021-10-07 12:58:20.000000+00:00\", \"2021-05-08 07:50:16.000000+00:00\", \"2020-03-29 20:33:43.000000+00:00\", \"2021-12-24 12:56:50.000000+00:00\"], \"session_ids\": [\"cc975791-5ed7-40c0-b927-396094c34984\", \"5513b828-dd4e-42e0-9ebb-f508b7f973af\", \"6651bce7-50ee-44c0-ac89-97a4dee8ee38\", \"6d58b2a0-5993-4378-900d-d1057d4ffe65\", \"113ec68b-f4f2-4d87-9838-e36d94a6fede\"], \"total_duration\": 1476.0, \"total_sessions\": 5, \"mean_week_duration\": 11.098}, \"81348\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-06-02 23:49:41.000000+00:00\", \"2019-07-17 07:45:36.000000+00:00\"], \"session_ids\": [\"f40e47b3-93be-4eda-a4c0-560f9db0d60b\", \"ad3c21ce-e026-449b-a303-0f3fd2a41fa3\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 56.0}, \"90407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-08-03 13:09:05.000000+00:00\", \"2021-11-04 10:23:01.000000+00:00\"], \"session_ids\": [\"b0c2a99f-f0aa-4346-879a-adeb0861af59\", \"4e1a57c0-fd65-415e-a954-886859d420d8\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.872}, \"55901\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-05 14:01:19.000000+00:00\", \"2022-11-14 16:20:14.000000+00:00\"], \"session_ids\": [\"274a4945-d43c-4106-97bd-bcb90e3a2c68\", \"eae811fc-4de6-46ca-8542-9ab585d24e1a\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 0.46}, \"1611\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 6}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-05-07 18:11:05.000000+00:00\", \"2019-06-03 22:30:32.000000+00:00\"], \"session_ids\": [\"e5bb6687-45f8-4358-ad0a-794713d924d1\", \"e5ccc299-98b0-4784-a688-c59e04e78ea9\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 1.317}, \"91122\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-04-06 13:38:37.000000+00:00\", \"2019-05-26 16:10:45.000000+00:00\"], \"session_ids\": [\"f6cbe5bb-1eff-4f04-b60b-0a143c0dcff7\", \"e8ecf68b-a902-4f1f-a731-0b6c2bf72583\"], \"total_duration\": 310.0, \"total_sessions\": 2, \"mean_week_duration\": 2.067}, \"59042\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-03-31 04:41:56.000000+00:00\", \"2019-06-05 02:41:56.000000+00:00\"], \"session_ids\": [\"6f247240-0786-4f11-b2fd-d6fc0a5193b5\", \"34455142-a9a2-48de-873a-4c19a710c43f\"], \"total_duration\": 147.0, \"total_sessions\": 2, \"mean_week_duration\": 14.7}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Kingston, Larebon, Toronto, Stockholm, Sydney"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Kingston\", \"Lisbon\", \"Toronto\", \"Stockholm\", \"Sydney\"]]}}}\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 finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm interested in learning about user whose mean week duration is smaller than 1 (not including) , moreover sort by sum of duration of sessions per week 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{\"30982\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-05-10 13:22:56.000000+00:00\", \"2019-09-03 18:37:19.000000+00:00\", \"2021-09-13 22:20:10.000000+00:00\", \"2023-02-09 13:02:37.000000+00:00\", \"2022-10-22 00:41:32.000000+00:00\", \"2023-04-23 09:23:37.000000+00:00\"], \"session_ids\": [\"272d1100-9772-4c77-9476-3e5cecd89234\", \"00df2f66-27c8-4053-95ed-a4d382d8a270\", \"41bd6c32-8ebd-4470-af2d-705b01da8b68\", \"96774128-afa2-4dbd-b295-236bf7a026b7\", \"3f2a0667-6a48-4cc9-a608-79e0c6ef07f4\", \"ad967f7f-c61b-4a79-ba47-46b4cda88309\"], \"total_duration\": 76.0, \"total_sessions\": 6, \"mean_week_duration\": 0.4}, \"70473\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-08-27 14:49:23.000000+00:00\", \"2019-03-25 16:57:36.000000+00:00\", \"2019-08-13 10:28:51.000000+00:00\"], \"session_ids\": [\"33bad321-8479-4460-8d7e-5f7eeaf42ac9\", \"3e8366c8-acb1-43bf-a558-6a05f9073832\", \"5f17cb9b-052d-43a8-8c1c-c3ee44ed1909\"], \"total_duration\": 592.0, \"total_sessions\": 3, \"mean_week_duration\": 7.893}, \"57977\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-13 19:54:25.000000+00:00\", \"2021-03-19 06:28:08.000000+00:00\"], \"session_ids\": [\"a875396e-ec98-4a2e-930c-c6d2d238f6ed\", \"f0c5964d-a9a5-4259-a181-f1d00b50c789\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.17}, \"79700\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-08-11 08:09:49.000000+00:00\", \"2023-06-19 17:25:41.000000+00:00\"], \"session_ids\": [\"3f5c3e5a-936e-4b64-87d2-6e8d5bdf335f\", \"1829ba8a-1aa1-46db-abe9-31497ebc266f\"], \"total_duration\": 249.0, \"total_sessions\": 2, \"mean_week_duration\": 1.233}, \"73720\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-05-15 19:26:38.000000+00:00\", \"2022-02-23 20:04:09.000000+00:00\", \"2023-05-02 13:24:18.000000+00:00\", \"2022-08-06 06:11:46.000000+00:00\"], \"session_ids\": [\"f1f14a79-779e-49e3-bf8d-392596d9dc4c\", \"e71e9780-aad4-4dc7-9289-c24411f8d7a6\", \"cf67c050-a729-438c-9c24-459c98cd1c0e\", \"c305c1e3-179a-469f-a384-0e591e5a8c51\"], \"total_duration\": 412.0, \"total_sessions\": 4, \"mean_week_duration\": 6.645}, \"51251\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-24 18:35:03.000000+00:00\", \"2020-07-08 15:00:29.000000+00:00\"], \"session_ids\": [\"a5d171f4-e8a6-432b-ba10-a9cdeac02dfa\", \"2448b987-0ea9-4be9-a850-d02f04e672a9\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 3.455}, \"22602\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-12-05 06:33:22.000000+00:00\", \"2022-04-02 05:54:36.000000+00:00\"], \"session_ids\": [\"7dfae2c1-618b-4ab6-88d3-dac67235981d\", \"ea97042b-558a-4cb3-92a0-e722d0d61149\"], \"total_duration\": 165.0, \"total_sessions\": 2, \"mean_week_duration\": 4.583}, \"15404\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-02-04 02:57:43.000000+00:00\", \"2022-10-01 01:57:30.000000+00:00\"], \"session_ids\": [\"c7662a05-e9c9-44e6-82c7-25463d37cc91\", \"4b3d6fc7-db36-48f6-a971-b01f029f4e98\"], \"total_duration\": 483.0, \"total_sessions\": 2, \"mean_week_duration\": 5.552}, \"55407\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-07-06 11:00:57.000000+00:00\", \"2021-03-11 15:49:22.000000+00:00\"], \"session_ids\": [\"d9c8dedc-6bc5-4944-b21e-152df7584eb2\", \"e1a500bf-11fa-4fc0-a13d-7ef7ae7d8ed3\"], \"total_duration\": 358.0, \"total_sessions\": 2, \"mean_week_duration\": 4.068}, \"88232\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2023-04-27 12:23:02.000000+00:00\", \"2020-11-16 09:40:11.000000+00:00\", \"2021-08-14 00:02:56.000000+00:00\"], \"session_ids\": [\"d4c6e5f9-a9ad-4619-83d6-c7bfcdd6f277\", \"1aed8f08-16e7-4fd3-8949-f92b6a346b73\", \"4ea14e66-7968-46c2-9573-44f838c40580\"], \"total_duration\": 151.0, \"total_sessions\": 3, \"mean_week_duration\": 1.18}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are less than 1"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[1, 49]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30982\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-05-10 13:22:56.000000+00:00\", \"2019-09-03 18:37:19.000000+00:00\", \"2021-09-13 22:20:10.000000+00:00\", \"2023-02-09 13:02:37.000000+00:00\", \"2022-10-22 00:41:32.000000+00:00\", \"2023-04-23 09:23:37.000000+00:00\"], \"session_ids\": [\"272d1100-9772-4c77-9476-3e5cecd89234\", \"00df2f66-27c8-4053-95ed-a4d382d8a270\", \"41bd6c32-8ebd-4470-af2d-705b01da8b68\", \"96774128-afa2-4dbd-b295-236bf7a026b7\", \"3f2a0667-6a48-4cc9-a608-79e0c6ef07f4\", \"ad967f7f-c61b-4a79-ba47-46b4cda88309\"], \"total_duration\": 76.0, \"total_sessions\": 6, \"mean_week_duration\": 0.4}, \"57977\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-13 19:54:25.000000+00:00\", \"2021-03-19 06:28:08.000000+00:00\"], \"session_ids\": [\"a875396e-ec98-4a2e-930c-c6d2d238f6ed\", \"f0c5964d-a9a5-4259-a181-f1d00b50c789\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.17}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to mean_week_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30982\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-05-10 13:22:56.000000+00:00\", \"2019-09-03 18:37:19.000000+00:00\", \"2021-09-13 22:20:10.000000+00:00\", \"2023-02-09 13:02:37.000000+00:00\", \"2022-10-22 00:41:32.000000+00:00\", \"2023-04-23 09:23:37.000000+00:00\"], \"session_ids\": [\"272d1100-9772-4c77-9476-3e5cecd89234\", \"00df2f66-27c8-4053-95ed-a4d382d8a270\", \"41bd6c32-8ebd-4470-af2d-705b01da8b68\", \"96774128-afa2-4dbd-b295-236bf7a026b7\", \"3f2a0667-6a48-4cc9-a608-79e0c6ef07f4\", \"ad967f7f-c61b-4a79-ba47-46b4cda88309\"], \"total_duration\": 76.0, \"total_sessions\": 6, \"mean_week_duration\": 0.4}}, {\"57977\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-13 19:54:25.000000+00:00\", \"2021-03-19 06:28:08.000000+00:00\"], \"session_ids\": [\"a875396e-ec98-4a2e-930c-c6d2d238f6ed\", \"f0c5964d-a9a5-4259-a181-f1d00b50c789\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.17}}]\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[{\"30982\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-05-10 13:22:56.000000+00:00\", \"2019-09-03 18:37:19.000000+00:00\", \"2021-09-13 22:20:10.000000+00:00\", \"2023-02-09 13:02:37.000000+00:00\", \"2022-10-22 00:41:32.000000+00:00\", \"2023-04-23 09:23:37.000000+00:00\"], \"session_ids\": [\"272d1100-9772-4c77-9476-3e5cecd89234\", \"00df2f66-27c8-4053-95ed-a4d382d8a270\", \"41bd6c32-8ebd-4470-af2d-705b01da8b68\", \"96774128-afa2-4dbd-b295-236bf7a026b7\", \"3f2a0667-6a48-4cc9-a608-79e0c6ef07f4\", \"ad967f7f-c61b-4a79-ba47-46b4cda88309\"], \"total_duration\": 76.0, \"total_sessions\": 6, \"mean_week_duration\": 0.4}}]\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[{\"30982\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-05-10 13:22:56.000000+00:00\", \"2019-09-03 18:37:19.000000+00:00\", \"2021-09-13 22:20:10.000000+00:00\", \"2023-02-09 13:02:37.000000+00:00\", \"2022-10-22 00:41:32.000000+00:00\", \"2023-04-23 09:23:37.000000+00:00\"], \"session_ids\": [\"272d1100-9772-4c77-9476-3e5cecd89234\", \"00df2f66-27c8-4053-95ed-a4d382d8a270\", \"41bd6c32-8ebd-4470-af2d-705b01da8b68\", \"96774128-afa2-4dbd-b295-236bf7a026b7\", \"3f2a0667-6a48-4cc9-a608-79e0c6ef07f4\", \"ad967f7f-c61b-4a79-ba47-46b4cda88309\"], \"total_duration\": 76.0, \"total_sessions\": 6, \"mean_week_duration\": 0.4}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding users who have site usage time strictly smaller than 1128 and bigger than 2556 , moreover apply sorting by town title 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{\"8633\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-04-18 06:01:36.000000+00:00\", \"2020-10-27 04:19:53.000000+00:00\", \"2022-10-05 06:15:32.000000+00:00\", \"2022-08-08 08:30:14.000000+00:00\"], \"session_ids\": [\"c992786f-0bac-430a-bdfe-cbd701239ee3\", \"b0340a13-95d1-4139-9e10-27d7195e94d2\", \"8d98481c-3d33-4a75-a102-dde53ef0c6b2\", \"bb0c9e0e-3a47-4483-9bf1-369e93d40c7b\"], \"total_duration\": 52.0, \"total_sessions\": 4, \"mean_week_duration\": 0.51}, \"17431\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-24 12:54:24.000000+00:00\", \"2019-04-07 06:31:38.000000+00:00\", \"2021-01-28 01:34:04.000000+00:00\"], \"session_ids\": [\"8d1326b1-2b49-4d67-8290-afad20c121e1\", \"ffd7c914-674d-4b7e-9ffe-ccaa8ead0fea\", \"c454fb17-1552-4f3b-91b5-831bce030696\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.293}, \"41699\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-12-22 14:22:03.000000+00:00\", \"2021-05-05 12:46:03.000000+00:00\"], \"session_ids\": [\"a7d51e78-548a-425e-a193-4106a627d6c0\", \"e89ed580-2032-4c63-8821-ba5af442b075\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 2.212}, \"4120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-04-25 11:20:25.000000+00:00\", \"2019-10-17 22:08:29.000000+00:00\"], \"session_ids\": [\"c03226de-6a7d-4d1d-8585-ae936861e966\", \"edeea66f-5ab4-49d4-aefd-4fa22ee766f9\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 5.438}, \"13738\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-08-28 04:13:08.000000+00:00\", \"2022-01-23 21:59:29.000000+00:00\"], \"session_ids\": [\"017982e9-b388-4098-a0f1-18f6cc27b1fd\", \"cafdb573-9a03-4e03-aae1-6f76146804b1\"], \"total_duration\": 412.0, \"total_sessions\": 2, \"mean_week_duration\": 18.727}, \"37080\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-26 01:29:03.000000+00:00\", \"2022-08-08 09:33:35.000000+00:00\", \"2019-02-21 15:04:48.000000+00:00\"], \"session_ids\": [\"0da5bfd8-34f9-4f98-8746-0cf23a86e91c\", \"9895e65d-d5b7-4645-b75e-0ca9c3d1f3ad\", \"7d117a50-f52d-4bca-b747-f04736940ed6\"], \"total_duration\": 857.0, \"total_sessions\": 3, \"mean_week_duration\": 4.081}, \"38654\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-18 20:51:36.000000+00:00\", \"2021-08-13 10:19:56.000000+00:00\", \"2020-04-14 16:49:54.000000+00:00\", \"2019-06-20 05:45:54.000000+00:00\", \"2021-01-04 09:44:29.000000+00:00\", \"2021-11-25 03:32:22.000000+00:00\", \"2021-06-15 13:07:06.000000+00:00\", \"2019-07-10 17:21:24.000000+00:00\", \"2020-05-20 07:06:22.000000+00:00\", \"2023-06-14 21:15:55.000000+00:00\"], \"session_ids\": [\"0c948526-94ee-472a-9a2e-2fbcc98229ed\", \"76b8f26e-b7fb-4bea-be08-cf22b0c19dfb\", \"8254b537-5f65-4c09-9c29-784a43116f42\", \"cf5e7f95-dab3-4d8c-8663-402e1c6dec16\", \"c6bd1e4a-1d74-4a28-a1ef-88e20ecaba56\", \"5ba78a75-98f5-4718-be7b-27380a4ff9ae\", \"ba75e9b7-c8e5-423f-92ea-fa31cc19e23b\", \"19560fb6-4957-4792-a3af-fce2ff9a1f7a\", \"14f4ad77-f0a8-480c-9b94-ea04617f5cc3\", \"4d5397a5-8423-408a-befa-94b463d4b464\"], \"total_duration\": 38442.0, \"total_sessions\": 10, \"mean_week_duration\": 184.817}, \"20556\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-26 16:52:01.000000+00:00\", \"2019-07-23 11:51:34.000000+00:00\", \"2023-05-19 18:36:35.000000+00:00\"], \"session_ids\": [\"5e864725-3f3f-4cb6-895e-360e3a59de14\", \"9336a3c6-2a7f-41a5-ac2f-1aa6e97d2a03\", \"def0161a-febe-4734-a27b-0547f4cdd1ff\"], \"total_duration\": 775.0, \"total_sessions\": 3, \"mean_week_duration\": 3.875}, \"82270\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-12 16:45:30.000000+00:00\", \"2020-05-13 11:04:55.000000+00:00\"], \"session_ids\": [\"360e3c86-c8f3-47fe-a8dd-4b975b0ec954\", \"5905db94-02f5-4a20-a708-d86cd625783c\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 1.124}, \"89622\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-09-02 13:58:41.000000+00:00\", \"2019-07-09 08:19:25.000000+00:00\"], \"session_ids\": [\"652b408f-b604-44e0-8610-914d48167152\", \"0d19f054-6127-4257-a98a-334bdf2eac40\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 4.721}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 1128 and are equal or greater than 2556"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_duration\": [[1128, 2556]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"8633\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-04-18 06:01:36.000000+00:00\", \"2020-10-27 04:19:53.000000+00:00\", \"2022-10-05 06:15:32.000000+00:00\", \"2022-08-08 08:30:14.000000+00:00\"], \"session_ids\": [\"c992786f-0bac-430a-bdfe-cbd701239ee3\", \"b0340a13-95d1-4139-9e10-27d7195e94d2\", \"8d98481c-3d33-4a75-a102-dde53ef0c6b2\", \"bb0c9e0e-3a47-4483-9bf1-369e93d40c7b\"], \"total_duration\": 52.0, \"total_sessions\": 4, \"mean_week_duration\": 0.51}, \"17431\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-24 12:54:24.000000+00:00\", \"2019-04-07 06:31:38.000000+00:00\", \"2021-01-28 01:34:04.000000+00:00\"], \"session_ids\": [\"8d1326b1-2b49-4d67-8290-afad20c121e1\", \"ffd7c914-674d-4b7e-9ffe-ccaa8ead0fea\", \"c454fb17-1552-4f3b-91b5-831bce030696\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.293}, \"41699\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-12-22 14:22:03.000000+00:00\", \"2021-05-05 12:46:03.000000+00:00\"], \"session_ids\": [\"a7d51e78-548a-425e-a193-4106a627d6c0\", \"e89ed580-2032-4c63-8821-ba5af442b075\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 2.212}, \"4120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-04-25 11:20:25.000000+00:00\", \"2019-10-17 22:08:29.000000+00:00\"], \"session_ids\": [\"c03226de-6a7d-4d1d-8585-ae936861e966\", \"edeea66f-5ab4-49d4-aefd-4fa22ee766f9\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 5.438}, \"13738\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-08-28 04:13:08.000000+00:00\", \"2022-01-23 21:59:29.000000+00:00\"], \"session_ids\": [\"017982e9-b388-4098-a0f1-18f6cc27b1fd\", \"cafdb573-9a03-4e03-aae1-6f76146804b1\"], \"total_duration\": 412.0, \"total_sessions\": 2, \"mean_week_duration\": 18.727}, \"37080\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-26 01:29:03.000000+00:00\", \"2022-08-08 09:33:35.000000+00:00\", \"2019-02-21 15:04:48.000000+00:00\"], \"session_ids\": [\"0da5bfd8-34f9-4f98-8746-0cf23a86e91c\", \"9895e65d-d5b7-4645-b75e-0ca9c3d1f3ad\", \"7d117a50-f52d-4bca-b747-f04736940ed6\"], \"total_duration\": 857.0, \"total_sessions\": 3, \"mean_week_duration\": 4.081}, \"20556\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-26 16:52:01.000000+00:00\", \"2019-07-23 11:51:34.000000+00:00\", \"2023-05-19 18:36:35.000000+00:00\"], \"session_ids\": [\"5e864725-3f3f-4cb6-895e-360e3a59de14\", \"9336a3c6-2a7f-41a5-ac2f-1aa6e97d2a03\", \"def0161a-febe-4734-a27b-0547f4cdd1ff\"], \"total_duration\": 775.0, \"total_sessions\": 3, \"mean_week_duration\": 3.875}, \"82270\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-12 16:45:30.000000+00:00\", \"2020-05-13 11:04:55.000000+00:00\"], \"session_ids\": [\"360e3c86-c8f3-47fe-a8dd-4b975b0ec954\", \"5905db94-02f5-4a20-a708-d86cd625783c\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 1.124}, \"89622\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-09-02 13:58:41.000000+00:00\", \"2019-07-09 08:19:25.000000+00:00\"], \"session_ids\": [\"652b408f-b604-44e0-8610-914d48167152\", \"0d19f054-6127-4257-a98a-334bdf2eac40\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 4.721}, \"38654\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-18 20:51:36.000000+00:00\", \"2021-08-13 10:19:56.000000+00:00\", \"2020-04-14 16:49:54.000000+00:00\", \"2019-06-20 05:45:54.000000+00:00\", \"2021-01-04 09:44:29.000000+00:00\", \"2021-11-25 03:32:22.000000+00:00\", \"2021-06-15 13:07:06.000000+00:00\", \"2019-07-10 17:21:24.000000+00:00\", \"2020-05-20 07:06:22.000000+00:00\", \"2023-06-14 21:15:55.000000+00:00\"], \"session_ids\": [\"0c948526-94ee-472a-9a2e-2fbcc98229ed\", \"76b8f26e-b7fb-4bea-be08-cf22b0c19dfb\", \"8254b537-5f65-4c09-9c29-784a43116f42\", \"cf5e7f95-dab3-4d8c-8663-402e1c6dec16\", \"c6bd1e4a-1d74-4a28-a1ef-88e20ecaba56\", \"5ba78a75-98f5-4718-be7b-27380a4ff9ae\", \"ba75e9b7-c8e5-423f-92ea-fa31cc19e23b\", \"19560fb6-4957-4792-a3af-fce2ff9a1f7a\", \"14f4ad77-f0a8-480c-9b94-ea04617f5cc3\", \"4d5397a5-8423-408a-befa-94b463d4b464\"], \"total_duration\": 38442.0, \"total_sessions\": 10, \"mean_week_duration\": 184.817}}\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[{\"17431\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-24 12:54:24.000000+00:00\", \"2019-04-07 06:31:38.000000+00:00\", \"2021-01-28 01:34:04.000000+00:00\"], \"session_ids\": [\"8d1326b1-2b49-4d67-8290-afad20c121e1\", \"ffd7c914-674d-4b7e-9ffe-ccaa8ead0fea\", \"c454fb17-1552-4f3b-91b5-831bce030696\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.293}}, {\"89622\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-09-02 13:58:41.000000+00:00\", \"2019-07-09 08:19:25.000000+00:00\"], \"session_ids\": [\"652b408f-b604-44e0-8610-914d48167152\", \"0d19f054-6127-4257-a98a-334bdf2eac40\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 4.721}}, {\"37080\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-26 01:29:03.000000+00:00\", \"2022-08-08 09:33:35.000000+00:00\", \"2019-02-21 15:04:48.000000+00:00\"], \"session_ids\": [\"0da5bfd8-34f9-4f98-8746-0cf23a86e91c\", \"9895e65d-d5b7-4645-b75e-0ca9c3d1f3ad\", \"7d117a50-f52d-4bca-b747-f04736940ed6\"], \"total_duration\": 857.0, \"total_sessions\": 3, \"mean_week_duration\": 4.081}}, {\"38654\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-18 20:51:36.000000+00:00\", \"2021-08-13 10:19:56.000000+00:00\", \"2020-04-14 16:49:54.000000+00:00\", \"2019-06-20 05:45:54.000000+00:00\", \"2021-01-04 09:44:29.000000+00:00\", \"2021-11-25 03:32:22.000000+00:00\", \"2021-06-15 13:07:06.000000+00:00\", \"2019-07-10 17:21:24.000000+00:00\", \"2020-05-20 07:06:22.000000+00:00\", \"2023-06-14 21:15:55.000000+00:00\"], \"session_ids\": [\"0c948526-94ee-472a-9a2e-2fbcc98229ed\", \"76b8f26e-b7fb-4bea-be08-cf22b0c19dfb\", \"8254b537-5f65-4c09-9c29-784a43116f42\", \"cf5e7f95-dab3-4d8c-8663-402e1c6dec16\", \"c6bd1e4a-1d74-4a28-a1ef-88e20ecaba56\", \"5ba78a75-98f5-4718-be7b-27380a4ff9ae\", \"ba75e9b7-c8e5-423f-92ea-fa31cc19e23b\", \"19560fb6-4957-4792-a3af-fce2ff9a1f7a\", \"14f4ad77-f0a8-480c-9b94-ea04617f5cc3\", \"4d5397a5-8423-408a-befa-94b463d4b464\"], \"total_duration\": 38442.0, \"total_sessions\": 10, \"mean_week_duration\": 184.817}}, {\"8633\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-04-18 06:01:36.000000+00:00\", \"2020-10-27 04:19:53.000000+00:00\", \"2022-10-05 06:15:32.000000+00:00\", \"2022-08-08 08:30:14.000000+00:00\"], \"session_ids\": [\"c992786f-0bac-430a-bdfe-cbd701239ee3\", \"b0340a13-95d1-4139-9e10-27d7195e94d2\", \"8d98481c-3d33-4a75-a102-dde53ef0c6b2\", \"bb0c9e0e-3a47-4483-9bf1-369e93d40c7b\"], \"total_duration\": 52.0, \"total_sessions\": 4, \"mean_week_duration\": 0.51}}, {\"13738\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-08-28 04:13:08.000000+00:00\", \"2022-01-23 21:59:29.000000+00:00\"], \"session_ids\": [\"017982e9-b388-4098-a0f1-18f6cc27b1fd\", \"cafdb573-9a03-4e03-aae1-6f76146804b1\"], \"total_duration\": 412.0, \"total_sessions\": 2, \"mean_week_duration\": 18.727}}, {\"20556\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-26 16:52:01.000000+00:00\", \"2019-07-23 11:51:34.000000+00:00\", \"2023-05-19 18:36:35.000000+00:00\"], \"session_ids\": [\"5e864725-3f3f-4cb6-895e-360e3a59de14\", \"9336a3c6-2a7f-41a5-ac2f-1aa6e97d2a03\", \"def0161a-febe-4734-a27b-0547f4cdd1ff\"], \"total_duration\": 775.0, \"total_sessions\": 3, \"mean_week_duration\": 3.875}}, {\"82270\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-12 16:45:30.000000+00:00\", \"2020-05-13 11:04:55.000000+00:00\"], \"session_ids\": [\"360e3c86-c8f3-47fe-a8dd-4b975b0ec954\", \"5905db94-02f5-4a20-a708-d86cd625783c\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 1.124}}, {\"4120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-04-25 11:20:25.000000+00:00\", \"2019-10-17 22:08:29.000000+00:00\"], \"session_ids\": [\"c03226de-6a7d-4d1d-8585-ae936861e966\", \"edeea66f-5ab4-49d4-aefd-4fa22ee766f9\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 5.438}}, {\"41699\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-12-22 14:22:03.000000+00:00\", \"2021-05-05 12:46:03.000000+00:00\"], \"session_ids\": [\"a7d51e78-548a-425e-a193-4106a627d6c0\", \"e89ed580-2032-4c63-8821-ba5af442b075\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 2.212}}]\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[{\"17431\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-10-24 12:54:24.000000+00:00\", \"2019-04-07 06:31:38.000000+00:00\", \"2021-01-28 01:34:04.000000+00:00\"], \"session_ids\": [\"8d1326b1-2b49-4d67-8290-afad20c121e1\", \"ffd7c914-674d-4b7e-9ffe-ccaa8ead0fea\", \"c454fb17-1552-4f3b-91b5-831bce030696\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.293}}, {\"89622\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-09-02 13:58:41.000000+00:00\", \"2019-07-09 08:19:25.000000+00:00\"], \"session_ids\": [\"652b408f-b604-44e0-8610-914d48167152\", \"0d19f054-6127-4257-a98a-334bdf2eac40\"], \"total_duration\": 288.0, \"total_sessions\": 2, \"mean_week_duration\": 4.721}}, {\"37080\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-02-26 01:29:03.000000+00:00\", \"2022-08-08 09:33:35.000000+00:00\", \"2019-02-21 15:04:48.000000+00:00\"], \"session_ids\": [\"0da5bfd8-34f9-4f98-8746-0cf23a86e91c\", \"9895e65d-d5b7-4645-b75e-0ca9c3d1f3ad\", \"7d117a50-f52d-4bca-b747-f04736940ed6\"], \"total_duration\": 857.0, \"total_sessions\": 3, \"mean_week_duration\": 4.081}}, {\"38654\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-03-18 20:51:36.000000+00:00\", \"2021-08-13 10:19:56.000000+00:00\", \"2020-04-14 16:49:54.000000+00:00\", \"2019-06-20 05:45:54.000000+00:00\", \"2021-01-04 09:44:29.000000+00:00\", \"2021-11-25 03:32:22.000000+00:00\", \"2021-06-15 13:07:06.000000+00:00\", \"2019-07-10 17:21:24.000000+00:00\", \"2020-05-20 07:06:22.000000+00:00\", \"2023-06-14 21:15:55.000000+00:00\"], \"session_ids\": [\"0c948526-94ee-472a-9a2e-2fbcc98229ed\", \"76b8f26e-b7fb-4bea-be08-cf22b0c19dfb\", \"8254b537-5f65-4c09-9c29-784a43116f42\", \"cf5e7f95-dab3-4d8c-8663-402e1c6dec16\", \"c6bd1e4a-1d74-4a28-a1ef-88e20ecaba56\", \"5ba78a75-98f5-4718-be7b-27380a4ff9ae\", \"ba75e9b7-c8e5-423f-92ea-fa31cc19e23b\", \"19560fb6-4957-4792-a3af-fce2ff9a1f7a\", \"14f4ad77-f0a8-480c-9b94-ea04617f5cc3\", \"4d5397a5-8423-408a-befa-94b463d4b464\"], \"total_duration\": 38442.0, \"total_sessions\": 10, \"mean_week_duration\": 184.817}}, {\"8633\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-04-18 06:01:36.000000+00:00\", \"2020-10-27 04:19:53.000000+00:00\", \"2022-10-05 06:15:32.000000+00:00\", \"2022-08-08 08:30:14.000000+00:00\"], \"session_ids\": [\"c992786f-0bac-430a-bdfe-cbd701239ee3\", \"b0340a13-95d1-4139-9e10-27d7195e94d2\", \"8d98481c-3d33-4a75-a102-dde53ef0c6b2\", \"bb0c9e0e-3a47-4483-9bf1-369e93d40c7b\"], \"total_duration\": 52.0, \"total_sessions\": 4, \"mean_week_duration\": 0.51}}, {\"13738\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-08-28 04:13:08.000000+00:00\", \"2022-01-23 21:59:29.000000+00:00\"], \"session_ids\": [\"017982e9-b388-4098-a0f1-18f6cc27b1fd\", \"cafdb573-9a03-4e03-aae1-6f76146804b1\"], \"total_duration\": 412.0, \"total_sessions\": 2, \"mean_week_duration\": 18.727}}, {\"20556\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-03-26 16:52:01.000000+00:00\", \"2019-07-23 11:51:34.000000+00:00\", \"2023-05-19 18:36:35.000000+00:00\"], \"session_ids\": [\"5e864725-3f3f-4cb6-895e-360e3a59de14\", \"9336a3c6-2a7f-41a5-ac2f-1aa6e97d2a03\", \"def0161a-febe-4734-a27b-0547f4cdd1ff\"], \"total_duration\": 775.0, \"total_sessions\": 3, \"mean_week_duration\": 3.875}}, {\"82270\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-05-12 16:45:30.000000+00:00\", \"2020-05-13 11:04:55.000000+00:00\"], \"session_ids\": [\"360e3c86-c8f3-47fe-a8dd-4b975b0ec954\", \"5905db94-02f5-4a20-a708-d86cd625783c\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 1.124}}, {\"4120\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-04-25 11:20:25.000000+00:00\", \"2019-10-17 22:08:29.000000+00:00\"], \"session_ids\": [\"c03226de-6a7d-4d1d-8585-ae936861e966\", \"edeea66f-5ab4-49d4-aefd-4fa22ee766f9\"], \"total_duration\": 435.0, \"total_sessions\": 2, \"mean_week_duration\": 5.438}}, {\"41699\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-12-22 14:22:03.000000+00:00\", \"2021-05-05 12:46:03.000000+00:00\"], \"session_ids\": [\"a7d51e78-548a-425e-a193-4106a627d6c0\", \"e89ed580-2032-4c63-8821-ba5af442b075\"], \"total_duration\": 73.0, \"total_sessions\": 2, \"mean_week_duration\": 2.212}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about users who have quantity of sessions <= than 5 as well as put to use sorting by total duration descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80842\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-30 01:54:01.000000+00:00\", \"2021-06-27 12:31:45.000000+00:00\", \"2021-01-17 23:31:34.000000+00:00\", \"2019-12-17 05:58:57.000000+00:00\", \"2023-06-13 19:46:46.000000+00:00\"], \"session_ids\": [\"39509169-487a-4353-9c9d-7386a4b42edc\", \"3aae4959-ac4b-4cee-9e78-4f5ee06e8075\", \"bfe8f509-1c7c-410c-826d-11c78009d9ac\", \"1d47d0e4-dcbf-41aa-a2ba-e7e7a0a4019a\", \"7fde4110-65b9-4451-9c12-8be903a4ad93\"], \"total_duration\": 400.0, \"total_sessions\": 5, \"mean_week_duration\": 2.062}, \"67109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-10-21 18:48:20.000000+00:00\", \"2021-04-13 07:04:47.000000+00:00\"], \"session_ids\": [\"68d2ebe9-fb1c-46bc-967e-30675e949295\", \"b0f14dec-0b91-4fe4-95d7-9cb662b0fe7d\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 2.143}, \"66532\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-13 17:21:41.000000+00:00\", \"2023-02-15 05:34:41.000000+00:00\"], \"session_ids\": [\"f74fd032-6a7c-497e-9919-e640b468fa1a\", \"1510350c-a49e-4205-af58-9042f6a22018\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 42.667}, \"86006\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-20 18:47:17.000000+00:00\", \"2021-08-22 03:49:14.000000+00:00\", \"2022-02-08 00:07:27.000000+00:00\", \"2019-01-13 21:55:36.000000+00:00\", \"2020-12-15 11:05:17.000000+00:00\"], \"session_ids\": [\"9fb40581-e552-40bb-a166-813e07471d96\", \"243d1a72-f7f7-49d4-967a-5eb8ef03193d\", \"0e6bb22d-8c21-4f1c-8a60-7de0e6f3f3c7\", \"f308976c-924a-42f7-a914-20f33e993d0d\", \"d7b286d6-57cf-4a48-b3d7-d50e1dea3608\"], \"total_duration\": 1504.0, \"total_sessions\": 5, \"mean_week_duration\": 9.342}, \"39973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-17 20:29:04.000000+00:00\", \"2021-10-31 03:30:19.000000+00:00\", \"2022-06-02 02:18:53.000000+00:00\"], \"session_ids\": [\"e8982196-d8bc-43ee-a246-8528d680367c\", \"8ce745ed-c31a-4049-9903-7c3afb176931\", \"aa669511-4b8b-4a37-af1f-4790a8e45a43\"], \"total_duration\": 361.0, \"total_sessions\": 3, \"mean_week_duration\": 2.714}, \"43877\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-18 08:25:29.000000+00:00\", \"2020-08-15 14:52:41.000000+00:00\", \"2019-01-30 05:30:30.000000+00:00\", \"2020-03-24 10:20:19.000000+00:00\"], \"session_ids\": [\"34607e90-3981-4418-8ae7-a0a2d7360465\", \"c3439de1-26e4-4b50-be9c-a38dd310c3d4\", \"9c2adaad-4b51-4473-9cd0-3af69e4596cc\", \"036e1084-d099-4a19-b91a-3dced61428c2\"], \"total_duration\": 41.0, \"total_sessions\": 4, \"mean_week_duration\": 0.414}, \"1582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-13 05:24:22.000000+00:00\", \"2023-03-23 12:55:00.000000+00:00\"], \"session_ids\": [\"48320f2b-fcc2-43bd-83a7-e52e87af34db\", \"c8f77700-77e8-4ada-9b29-8cdca8e999cf\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.228}, \"51573\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-29 22:33:15.000000+00:00\", \"2023-06-04 23:00:23.000000+00:00\"], \"session_ids\": [\"b2e5d743-d8da-47f1-9101-8a946e099d05\", \"b2576317-490a-4373-aa3b-fddf2117e15a\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 2.071}, \"76638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-22 08:02:51.000000+00:00\", \"2022-11-11 19:58:46.000000+00:00\", \"2020-02-04 04:11:44.000000+00:00\"], \"session_ids\": [\"911a7031-33de-4546-a618-d536d5b15bca\", \"c65f3e5b-1fee-4f2b-9306-8f9c239b18dd\", \"93e99dc2-7f24-4633-8945-d203aea80ac3\"], \"total_duration\": 810.0, \"total_sessions\": 3, \"mean_week_duration\": 5.586}, \"43157\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-29 12:35:15.000000+00:00\", \"2020-08-29 20:17:35.000000+00:00\", \"2022-07-27 17:11:55.000000+00:00\", \"2019-12-26 02:51:21.000000+00:00\", \"2022-01-05 05:32:01.000000+00:00\"], \"session_ids\": [\"9c3e7f0b-4f38-4077-876f-7e7e7af9b53f\", \"28c76a39-8d80-49b5-bc27-c610510f2c8b\", \"dc0d5257-7374-4b47-96f3-2166f66519b8\", \"83bd5c62-4e97-4494-b8d3-62af0c14d14b\", \"a8e20dff-4a53-45c8-8bf9-a3a7eeac5190\"], \"total_duration\": 209.0, \"total_sessions\": 5, \"mean_week_duration\": 1.142}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 5]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80842\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-30 01:54:01.000000+00:00\", \"2021-06-27 12:31:45.000000+00:00\", \"2021-01-17 23:31:34.000000+00:00\", \"2019-12-17 05:58:57.000000+00:00\", \"2023-06-13 19:46:46.000000+00:00\"], \"session_ids\": [\"39509169-487a-4353-9c9d-7386a4b42edc\", \"3aae4959-ac4b-4cee-9e78-4f5ee06e8075\", \"bfe8f509-1c7c-410c-826d-11c78009d9ac\", \"1d47d0e4-dcbf-41aa-a2ba-e7e7a0a4019a\", \"7fde4110-65b9-4451-9c12-8be903a4ad93\"], \"total_duration\": 400.0, \"total_sessions\": 5, \"mean_week_duration\": 2.062}, \"67109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-10-21 18:48:20.000000+00:00\", \"2021-04-13 07:04:47.000000+00:00\"], \"session_ids\": [\"68d2ebe9-fb1c-46bc-967e-30675e949295\", \"b0f14dec-0b91-4fe4-95d7-9cb662b0fe7d\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 2.143}, \"66532\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-13 17:21:41.000000+00:00\", \"2023-02-15 05:34:41.000000+00:00\"], \"session_ids\": [\"f74fd032-6a7c-497e-9919-e640b468fa1a\", \"1510350c-a49e-4205-af58-9042f6a22018\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 42.667}, \"86006\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-20 18:47:17.000000+00:00\", \"2021-08-22 03:49:14.000000+00:00\", \"2022-02-08 00:07:27.000000+00:00\", \"2019-01-13 21:55:36.000000+00:00\", \"2020-12-15 11:05:17.000000+00:00\"], \"session_ids\": [\"9fb40581-e552-40bb-a166-813e07471d96\", \"243d1a72-f7f7-49d4-967a-5eb8ef03193d\", \"0e6bb22d-8c21-4f1c-8a60-7de0e6f3f3c7\", \"f308976c-924a-42f7-a914-20f33e993d0d\", \"d7b286d6-57cf-4a48-b3d7-d50e1dea3608\"], \"total_duration\": 1504.0, \"total_sessions\": 5, \"mean_week_duration\": 9.342}, \"39973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-17 20:29:04.000000+00:00\", \"2021-10-31 03:30:19.000000+00:00\", \"2022-06-02 02:18:53.000000+00:00\"], \"session_ids\": [\"e8982196-d8bc-43ee-a246-8528d680367c\", \"8ce745ed-c31a-4049-9903-7c3afb176931\", \"aa669511-4b8b-4a37-af1f-4790a8e45a43\"], \"total_duration\": 361.0, \"total_sessions\": 3, \"mean_week_duration\": 2.714}, \"43877\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-18 08:25:29.000000+00:00\", \"2020-08-15 14:52:41.000000+00:00\", \"2019-01-30 05:30:30.000000+00:00\", \"2020-03-24 10:20:19.000000+00:00\"], \"session_ids\": [\"34607e90-3981-4418-8ae7-a0a2d7360465\", \"c3439de1-26e4-4b50-be9c-a38dd310c3d4\", \"9c2adaad-4b51-4473-9cd0-3af69e4596cc\", \"036e1084-d099-4a19-b91a-3dced61428c2\"], \"total_duration\": 41.0, \"total_sessions\": 4, \"mean_week_duration\": 0.414}, \"1582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-13 05:24:22.000000+00:00\", \"2023-03-23 12:55:00.000000+00:00\"], \"session_ids\": [\"48320f2b-fcc2-43bd-83a7-e52e87af34db\", \"c8f77700-77e8-4ada-9b29-8cdca8e999cf\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.228}, \"51573\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-29 22:33:15.000000+00:00\", \"2023-06-04 23:00:23.000000+00:00\"], \"session_ids\": [\"b2e5d743-d8da-47f1-9101-8a946e099d05\", \"b2576317-490a-4373-aa3b-fddf2117e15a\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 2.071}, \"76638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-22 08:02:51.000000+00:00\", \"2022-11-11 19:58:46.000000+00:00\", \"2020-02-04 04:11:44.000000+00:00\"], \"session_ids\": [\"911a7031-33de-4546-a618-d536d5b15bca\", \"c65f3e5b-1fee-4f2b-9306-8f9c239b18dd\", \"93e99dc2-7f24-4633-8945-d203aea80ac3\"], \"total_duration\": 810.0, \"total_sessions\": 3, \"mean_week_duration\": 5.586}, \"43157\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-29 12:35:15.000000+00:00\", \"2020-08-29 20:17:35.000000+00:00\", \"2022-07-27 17:11:55.000000+00:00\", \"2019-12-26 02:51:21.000000+00:00\", \"2022-01-05 05:32:01.000000+00:00\"], \"session_ids\": [\"9c3e7f0b-4f38-4077-876f-7e7e7af9b53f\", \"28c76a39-8d80-49b5-bc27-c610510f2c8b\", \"dc0d5257-7374-4b47-96f3-2166f66519b8\", \"83bd5c62-4e97-4494-b8d3-62af0c14d14b\", \"a8e20dff-4a53-45c8-8bf9-a3a7eeac5190\"], \"total_duration\": 209.0, \"total_sessions\": 5, \"mean_week_duration\": 1.142}}\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[{\"86006\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-20 18:47:17.000000+00:00\", \"2021-08-22 03:49:14.000000+00:00\", \"2022-02-08 00:07:27.000000+00:00\", \"2019-01-13 21:55:36.000000+00:00\", \"2020-12-15 11:05:17.000000+00:00\"], \"session_ids\": [\"9fb40581-e552-40bb-a166-813e07471d96\", \"243d1a72-f7f7-49d4-967a-5eb8ef03193d\", \"0e6bb22d-8c21-4f1c-8a60-7de0e6f3f3c7\", \"f308976c-924a-42f7-a914-20f33e993d0d\", \"d7b286d6-57cf-4a48-b3d7-d50e1dea3608\"], \"total_duration\": 1504.0, \"total_sessions\": 5, \"mean_week_duration\": 9.342}}, {\"76638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-22 08:02:51.000000+00:00\", \"2022-11-11 19:58:46.000000+00:00\", \"2020-02-04 04:11:44.000000+00:00\"], \"session_ids\": [\"911a7031-33de-4546-a618-d536d5b15bca\", \"c65f3e5b-1fee-4f2b-9306-8f9c239b18dd\", \"93e99dc2-7f24-4633-8945-d203aea80ac3\"], \"total_duration\": 810.0, \"total_sessions\": 3, \"mean_week_duration\": 5.586}}, {\"80842\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-30 01:54:01.000000+00:00\", \"2021-06-27 12:31:45.000000+00:00\", \"2021-01-17 23:31:34.000000+00:00\", \"2019-12-17 05:58:57.000000+00:00\", \"2023-06-13 19:46:46.000000+00:00\"], \"session_ids\": [\"39509169-487a-4353-9c9d-7386a4b42edc\", \"3aae4959-ac4b-4cee-9e78-4f5ee06e8075\", \"bfe8f509-1c7c-410c-826d-11c78009d9ac\", \"1d47d0e4-dcbf-41aa-a2ba-e7e7a0a4019a\", \"7fde4110-65b9-4451-9c12-8be903a4ad93\"], \"total_duration\": 400.0, \"total_sessions\": 5, \"mean_week_duration\": 2.062}}, {\"66532\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-13 17:21:41.000000+00:00\", \"2023-02-15 05:34:41.000000+00:00\"], \"session_ids\": [\"f74fd032-6a7c-497e-9919-e640b468fa1a\", \"1510350c-a49e-4205-af58-9042f6a22018\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 42.667}}, {\"39973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-17 20:29:04.000000+00:00\", \"2021-10-31 03:30:19.000000+00:00\", \"2022-06-02 02:18:53.000000+00:00\"], \"session_ids\": [\"e8982196-d8bc-43ee-a246-8528d680367c\", \"8ce745ed-c31a-4049-9903-7c3afb176931\", \"aa669511-4b8b-4a37-af1f-4790a8e45a43\"], \"total_duration\": 361.0, \"total_sessions\": 3, \"mean_week_duration\": 2.714}}, {\"51573\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-29 22:33:15.000000+00:00\", \"2023-06-04 23:00:23.000000+00:00\"], \"session_ids\": [\"b2e5d743-d8da-47f1-9101-8a946e099d05\", \"b2576317-490a-4373-aa3b-fddf2117e15a\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 2.071}}, {\"43157\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-29 12:35:15.000000+00:00\", \"2020-08-29 20:17:35.000000+00:00\", \"2022-07-27 17:11:55.000000+00:00\", \"2019-12-26 02:51:21.000000+00:00\", \"2022-01-05 05:32:01.000000+00:00\"], \"session_ids\": [\"9c3e7f0b-4f38-4077-876f-7e7e7af9b53f\", \"28c76a39-8d80-49b5-bc27-c610510f2c8b\", \"dc0d5257-7374-4b47-96f3-2166f66519b8\", \"83bd5c62-4e97-4494-b8d3-62af0c14d14b\", \"a8e20dff-4a53-45c8-8bf9-a3a7eeac5190\"], \"total_duration\": 209.0, \"total_sessions\": 5, \"mean_week_duration\": 1.142}}, {\"67109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-10-21 18:48:20.000000+00:00\", \"2021-04-13 07:04:47.000000+00:00\"], \"session_ids\": [\"68d2ebe9-fb1c-46bc-967e-30675e949295\", \"b0f14dec-0b91-4fe4-95d7-9cb662b0fe7d\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 2.143}}, {\"43877\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-18 08:25:29.000000+00:00\", \"2020-08-15 14:52:41.000000+00:00\", \"2019-01-30 05:30:30.000000+00:00\", \"2020-03-24 10:20:19.000000+00:00\"], \"session_ids\": [\"34607e90-3981-4418-8ae7-a0a2d7360465\", \"c3439de1-26e4-4b50-be9c-a38dd310c3d4\", \"9c2adaad-4b51-4473-9cd0-3af69e4596cc\", \"036e1084-d099-4a19-b91a-3dced61428c2\"], \"total_duration\": 41.0, \"total_sessions\": 4, \"mean_week_duration\": 0.414}}, {\"1582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-13 05:24:22.000000+00:00\", \"2023-03-23 12:55:00.000000+00:00\"], \"session_ids\": [\"48320f2b-fcc2-43bd-83a7-e52e87af34db\", \"c8f77700-77e8-4ada-9b29-8cdca8e999cf\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.228}}]\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[{\"86006\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-05-20 18:47:17.000000+00:00\", \"2021-08-22 03:49:14.000000+00:00\", \"2022-02-08 00:07:27.000000+00:00\", \"2019-01-13 21:55:36.000000+00:00\", \"2020-12-15 11:05:17.000000+00:00\"], \"session_ids\": [\"9fb40581-e552-40bb-a166-813e07471d96\", \"243d1a72-f7f7-49d4-967a-5eb8ef03193d\", \"0e6bb22d-8c21-4f1c-8a60-7de0e6f3f3c7\", \"f308976c-924a-42f7-a914-20f33e993d0d\", \"d7b286d6-57cf-4a48-b3d7-d50e1dea3608\"], \"total_duration\": 1504.0, \"total_sessions\": 5, \"mean_week_duration\": 9.342}}, {\"76638\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-22 08:02:51.000000+00:00\", \"2022-11-11 19:58:46.000000+00:00\", \"2020-02-04 04:11:44.000000+00:00\"], \"session_ids\": [\"911a7031-33de-4546-a618-d536d5b15bca\", \"c65f3e5b-1fee-4f2b-9306-8f9c239b18dd\", \"93e99dc2-7f24-4633-8945-d203aea80ac3\"], \"total_duration\": 810.0, \"total_sessions\": 3, \"mean_week_duration\": 5.586}}, {\"80842\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-09-30 01:54:01.000000+00:00\", \"2021-06-27 12:31:45.000000+00:00\", \"2021-01-17 23:31:34.000000+00:00\", \"2019-12-17 05:58:57.000000+00:00\", \"2023-06-13 19:46:46.000000+00:00\"], \"session_ids\": [\"39509169-487a-4353-9c9d-7386a4b42edc\", \"3aae4959-ac4b-4cee-9e78-4f5ee06e8075\", \"bfe8f509-1c7c-410c-826d-11c78009d9ac\", \"1d47d0e4-dcbf-41aa-a2ba-e7e7a0a4019a\", \"7fde4110-65b9-4451-9c12-8be903a4ad93\"], \"total_duration\": 400.0, \"total_sessions\": 5, \"mean_week_duration\": 2.062}}, {\"66532\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-12-13 17:21:41.000000+00:00\", \"2023-02-15 05:34:41.000000+00:00\"], \"session_ids\": [\"f74fd032-6a7c-497e-9919-e640b468fa1a\", \"1510350c-a49e-4205-af58-9042f6a22018\"], \"total_duration\": 384.0, \"total_sessions\": 2, \"mean_week_duration\": 42.667}}, {\"39973\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-17 20:29:04.000000+00:00\", \"2021-10-31 03:30:19.000000+00:00\", \"2022-06-02 02:18:53.000000+00:00\"], \"session_ids\": [\"e8982196-d8bc-43ee-a246-8528d680367c\", \"8ce745ed-c31a-4049-9903-7c3afb176931\", \"aa669511-4b8b-4a37-af1f-4790a8e45a43\"], \"total_duration\": 361.0, \"total_sessions\": 3, \"mean_week_duration\": 2.714}}, {\"51573\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-29 22:33:15.000000+00:00\", \"2023-06-04 23:00:23.000000+00:00\"], \"session_ids\": [\"b2e5d743-d8da-47f1-9101-8a946e099d05\", \"b2576317-490a-4373-aa3b-fddf2117e15a\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 2.071}}, {\"43157\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-06-29 12:35:15.000000+00:00\", \"2020-08-29 20:17:35.000000+00:00\", \"2022-07-27 17:11:55.000000+00:00\", \"2019-12-26 02:51:21.000000+00:00\", \"2022-01-05 05:32:01.000000+00:00\"], \"session_ids\": [\"9c3e7f0b-4f38-4077-876f-7e7e7af9b53f\", \"28c76a39-8d80-49b5-bc27-c610510f2c8b\", \"dc0d5257-7374-4b47-96f3-2166f66519b8\", \"83bd5c62-4e97-4494-b8d3-62af0c14d14b\", \"a8e20dff-4a53-45c8-8bf9-a3a7eeac5190\"], \"total_duration\": 209.0, \"total_sessions\": 5, \"mean_week_duration\": 1.142}}, {\"67109\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-10-21 18:48:20.000000+00:00\", \"2021-04-13 07:04:47.000000+00:00\"], \"session_ids\": [\"68d2ebe9-fb1c-46bc-967e-30675e949295\", \"b0f14dec-0b91-4fe4-95d7-9cb662b0fe7d\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 2.143}}, {\"43877\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-12-18 08:25:29.000000+00:00\", \"2020-08-15 14:52:41.000000+00:00\", \"2019-01-30 05:30:30.000000+00:00\", \"2020-03-24 10:20:19.000000+00:00\"], \"session_ids\": [\"34607e90-3981-4418-8ae7-a0a2d7360465\", \"c3439de1-26e4-4b50-be9c-a38dd310c3d4\", \"9c2adaad-4b51-4473-9cd0-3af69e4596cc\", \"036e1084-d099-4a19-b91a-3dced61428c2\"], \"total_duration\": 41.0, \"total_sessions\": 4, \"mean_week_duration\": 0.414}}, {\"1582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-11-13 05:24:22.000000+00:00\", \"2023-03-23 12:55:00.000000+00:00\"], \"session_ids\": [\"48320f2b-fcc2-43bd-83a7-e52e87af34db\", \"c8f77700-77e8-4ada-9b29-8cdca8e999cf\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 0.228}}]\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 8 users to me with a time in app that is higher than 734 and lower than 4555, exclusive 734 + execute sorting by total amount of duration in descending order plus show me only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15620\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-10-13 18:59:39.000000+00:00\", \"2021-07-15 21:19:22.000000+00:00\", \"2021-07-28 13:12:58.000000+00:00\", \"2019-12-07 13:26:33.000000+00:00\", \"2020-10-01 10:44:00.000000+00:00\", \"2021-04-07 04:01:08.000000+00:00\"], \"session_ids\": [\"8c440f8f-4189-4776-9734-fdf1a643400c\", \"8be427d9-d1bc-4e9f-8160-b58713b80811\", \"a14fe048-3176-4072-9a54-96167314b66a\", \"7f1c3bae-a7a3-4e2b-94ad-418c7ce39b42\", \"8bf9ed94-01bc-427c-8406-5e31a297f4c4\", \"f1029182-f6e3-4123-a7c0-eef89143f481\"], \"total_duration\": 229.0, \"total_sessions\": 6, \"mean_week_duration\": 1.537}, \"8604\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-09-09 05:25:17.000000+00:00\", \"2022-07-21 00:44:04.000000+00:00\", \"2020-07-25 23:04:52.000000+00:00\", \"2022-02-03 01:30:08.000000+00:00\", \"2023-05-04 11:48:04.000000+00:00\", \"2020-10-14 07:41:01.000000+00:00\", \"2020-10-09 00:55:41.000000+00:00\", \"2021-02-14 00:56:40.000000+00:00\", \"2019-05-24 02:42:29.000000+00:00\", \"2022-01-14 10:36:14.000000+00:00\"], \"session_ids\": [\"a195881a-c9dd-40c4-9d82-3f9552e1ce25\", \"9c3f1e31-b4dd-4158-a6f6-eca9b17d8f28\", \"5c042906-0331-4c74-922b-a15a43dba68d\", \"4ba9195d-81a8-4055-b9f3-c6accd0f24f6\", \"868da6fc-4096-4529-935c-3582d4304670\", \"5875f256-ab37-46a9-9bf4-d85c796e97fd\", \"ff938d8f-133e-4f57-afa0-9daf9dc7884c\", \"747d1b3d-1491-412b-ad33-97b40b432242\", \"16788b4e-6411-42fc-b8dc-01d73b79e71b\", \"95f8fe38-de96-4aa4-b49b-c22d29f172d0\"], \"total_duration\": 6890.0, \"total_sessions\": 10, \"mean_week_duration\": 33.447}, \"2437\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-08 01:56:02.000000+00:00\", \"2019-11-29 17:08:47.000000+00:00\"], \"session_ids\": [\"bf2c34a2-77b2-4c50-9df4-d8f3876433d6\", \"706a7b79-0da5-4d57-aca8-678dcd6779bb\"], \"total_duration\": 175.0, \"total_sessions\": 2, \"mean_week_duration\": 4.268}, \"15693\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2023-04-27 12:35:33.000000+00:00\", \"2019-10-13 02:27:10.000000+00:00\", \"2019-07-25 15:20:59.000000+00:00\", \"2019-09-20 06:55:45.000000+00:00\", \"2020-09-21 23:59:45.000000+00:00\", \"2019-04-16 20:46:46.000000+00:00\"], \"session_ids\": [\"774d873d-9254-4e7d-a0b7-02c7fd2b2068\", \"acc98a52-9c83-4a48-807f-5765457305de\", \"2b1196f4-d4ba-4bfa-8d4f-486e9c9b5a86\", \"50856365-3ccb-425a-9788-6bde613de8ce\", \"96e44bd9-e18d-4901-bfc7-20287ff62ef5\", \"353412c1-e922-43bc-a421-00ec57c5f677\"], \"total_duration\": 503.0, \"total_sessions\": 6, \"mean_week_duration\": 2.384}, \"92444\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 7}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-01-21 06:38:06.000000+00:00\", \"2020-09-21 12:31:03.000000+00:00\", \"2021-01-28 19:49:56.000000+00:00\", \"2021-04-19 17:14:29.000000+00:00\", \"2020-03-18 12:56:25.000000+00:00\", \"2022-06-20 18:08:15.000000+00:00\"], \"session_ids\": [\"921880b2-ec6c-4987-a22c-e5e262215e81\", \"ca7f7650-5f36-4d51-bede-2bbbc7ef20d4\", \"4a8bcc37-4ad2-41aa-9a21-178fbfc14836\", \"85e0c6f7-12c0-4fe0-bb48-b0cc1047c64c\", \"13861f27-1548-471f-b2b9-e099c92b3aa8\", \"a1c82222-bf7a-40ac-b868-c6225b74e995\"], \"total_duration\": 96.0, \"total_sessions\": 6, \"mean_week_duration\": 0.762}, \"16645\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-07-13 08:58:22.000000+00:00\", \"2022-05-20 05:01:41.000000+00:00\", \"2021-09-28 16:53:23.000000+00:00\", \"2023-06-13 00:52:39.000000+00:00\", \"2021-01-08 22:21:38.000000+00:00\", \"2020-12-16 23:23:16.000000+00:00\"], \"session_ids\": [\"683cf063-3fe6-4eff-9d06-4d4a298c91e7\", \"b48475ef-8aa4-4fad-9ed2-3b39c39f1804\", \"7cd0ef61-1d99-498b-9447-280590f0d023\", \"f237f20c-5095-4383-9a25-cffe38e47f63\", \"a8cbd6c2-c227-496f-82f4-5ebad7b81fd9\", \"817bb624-3fcb-4d58-bdd7-43de7737b47f\"], \"total_duration\": 413.0, \"total_sessions\": 6, \"mean_week_duration\": 2.717}, \"49713\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-01-31 10:15:22.000000+00:00\", \"2021-03-25 16:57:52.000000+00:00\"], \"session_ids\": [\"6f1193da-17fd-47da-8185-90d51f47682b\", \"29dc5d85-900d-4b2c-b5cf-ef3144394bc8\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 42.5}, \"45354\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-03-07 08:02:35.000000+00:00\", \"2019-08-28 06:49:42.000000+00:00\"], \"session_ids\": [\"6b43c3fe-fd0c-4494-9931-c9edb7c111e7\", \"8c85e137-4047-41df-875b-91ebe5b73f44\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 0.609}, \"78059\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-12-21 22:43:22.000000+00:00\", \"2020-03-19 21:34:16.000000+00:00\", \"2021-12-01 07:06:31.000000+00:00\", \"2019-04-05 19:07:56.000000+00:00\", \"2020-05-30 18:48:43.000000+00:00\", \"2021-04-09 13:50:47.000000+00:00\", \"2022-08-05 19:25:36.000000+00:00\", \"2023-02-25 04:40:13.000000+00:00\"], \"session_ids\": [\"37423cdb-f4fe-4ee0-8ec3-07aff2510ad5\", \"a662d0e4-f13a-4c00-bd63-c4b2f486415c\", \"f9610a9b-4621-4c6e-b776-19450e72047c\", \"a97144f2-f919-4a81-a159-1e065ef54fa2\", \"6d8921d0-ffcf-4a00-a7ca-f8650dfccee3\", \"9841bee2-ee74-4cd5-82c4-ea64f7954654\", \"447a4869-71f1-4b6c-8e7c-ad69335bb1c7\", \"3afcde12-3457-47f8-9dee-7c32e54f3fd9\"], \"total_duration\": 3065.0, \"total_sessions\": 8, \"mean_week_duration\": 15.099}, \"8232\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-07-01 14:08:55.000000+00:00\", \"2019-10-06 12:50:06.000000+00:00\", \"2021-03-11 13:41:10.000000+00:00\"], \"session_ids\": [\"9ee1f3d8-41e7-4a47-ad9e-1c9c38da67d4\", \"9e3ed16c-74d8-4cab-8c54-0144f918ca99\", \"e882e0d1-090a-4f5e-a032-24422ff58b48\"], \"total_duration\": 806.0, \"total_sessions\": 3, \"mean_week_duration\": 5.636}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 734 and are equal or less than 4555"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[734, 4555]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"78059\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-12-21 22:43:22.000000+00:00\", \"2020-03-19 21:34:16.000000+00:00\", \"2021-12-01 07:06:31.000000+00:00\", \"2019-04-05 19:07:56.000000+00:00\", \"2020-05-30 18:48:43.000000+00:00\", \"2021-04-09 13:50:47.000000+00:00\", \"2022-08-05 19:25:36.000000+00:00\", \"2023-02-25 04:40:13.000000+00:00\"], \"session_ids\": [\"37423cdb-f4fe-4ee0-8ec3-07aff2510ad5\", \"a662d0e4-f13a-4c00-bd63-c4b2f486415c\", \"f9610a9b-4621-4c6e-b776-19450e72047c\", \"a97144f2-f919-4a81-a159-1e065ef54fa2\", \"6d8921d0-ffcf-4a00-a7ca-f8650dfccee3\", \"9841bee2-ee74-4cd5-82c4-ea64f7954654\", \"447a4869-71f1-4b6c-8e7c-ad69335bb1c7\", \"3afcde12-3457-47f8-9dee-7c32e54f3fd9\"], \"total_duration\": 3065.0, \"total_sessions\": 8, \"mean_week_duration\": 15.099}, \"8232\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-07-01 14:08:55.000000+00:00\", \"2019-10-06 12:50:06.000000+00:00\", \"2021-03-11 13:41:10.000000+00:00\"], \"session_ids\": [\"9ee1f3d8-41e7-4a47-ad9e-1c9c38da67d4\", \"9e3ed16c-74d8-4cab-8c54-0144f918ca99\", \"e882e0d1-090a-4f5e-a032-24422ff58b48\"], \"total_duration\": 806.0, \"total_sessions\": 3, \"mean_week_duration\": 5.636}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_duration attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"78059\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-12-21 22:43:22.000000+00:00\", \"2020-03-19 21:34:16.000000+00:00\", \"2021-12-01 07:06:31.000000+00:00\", \"2019-04-05 19:07:56.000000+00:00\", \"2020-05-30 18:48:43.000000+00:00\", \"2021-04-09 13:50:47.000000+00:00\", \"2022-08-05 19:25:36.000000+00:00\", \"2023-02-25 04:40:13.000000+00:00\"], \"session_ids\": [\"37423cdb-f4fe-4ee0-8ec3-07aff2510ad5\", \"a662d0e4-f13a-4c00-bd63-c4b2f486415c\", \"f9610a9b-4621-4c6e-b776-19450e72047c\", \"a97144f2-f919-4a81-a159-1e065ef54fa2\", \"6d8921d0-ffcf-4a00-a7ca-f8650dfccee3\", \"9841bee2-ee74-4cd5-82c4-ea64f7954654\", \"447a4869-71f1-4b6c-8e7c-ad69335bb1c7\", \"3afcde12-3457-47f8-9dee-7c32e54f3fd9\"], \"total_duration\": 3065.0, \"total_sessions\": 8, \"mean_week_duration\": 15.099}}, {\"8232\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-07-01 14:08:55.000000+00:00\", \"2019-10-06 12:50:06.000000+00:00\", \"2021-03-11 13:41:10.000000+00:00\"], \"session_ids\": [\"9ee1f3d8-41e7-4a47-ad9e-1c9c38da67d4\", \"9e3ed16c-74d8-4cab-8c54-0144f918ca99\", \"e882e0d1-090a-4f5e-a032-24422ff58b48\"], \"total_duration\": 806.0, \"total_sessions\": 3, \"mean_week_duration\": 5.636}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"78059\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-12-21 22:43:22.000000+00:00\", \"2020-03-19 21:34:16.000000+00:00\", \"2021-12-01 07:06:31.000000+00:00\", \"2019-04-05 19:07:56.000000+00:00\", \"2020-05-30 18:48:43.000000+00:00\", \"2021-04-09 13:50:47.000000+00:00\", \"2022-08-05 19:25:36.000000+00:00\", \"2023-02-25 04:40:13.000000+00:00\"], \"session_ids\": [\"37423cdb-f4fe-4ee0-8ec3-07aff2510ad5\", \"a662d0e4-f13a-4c00-bd63-c4b2f486415c\", \"f9610a9b-4621-4c6e-b776-19450e72047c\", \"a97144f2-f919-4a81-a159-1e065ef54fa2\", \"6d8921d0-ffcf-4a00-a7ca-f8650dfccee3\", \"9841bee2-ee74-4cd5-82c4-ea64f7954654\", \"447a4869-71f1-4b6c-8e7c-ad69335bb1c7\", \"3afcde12-3457-47f8-9dee-7c32e54f3fd9\"], \"total_duration\": 3065.0, \"total_sessions\": 8, \"mean_week_duration\": 15.099}}, {\"8232\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-07-01 14:08:55.000000+00:00\", \"2019-10-06 12:50:06.000000+00:00\", \"2021-03-11 13:41:10.000000+00:00\"], \"session_ids\": [\"9ee1f3d8-41e7-4a47-ad9e-1c9c38da67d4\", \"9e3ed16c-74d8-4cab-8c54-0144f918ca99\", \"e882e0d1-090a-4f5e-a032-24422ff58b48\"], \"total_duration\": 806.0, \"total_sessions\": 3, \"mean_week_duration\": 5.636}}]\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[{\"78059\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-12-21 22:43:22.000000+00:00\", \"2020-03-19 21:34:16.000000+00:00\", \"2021-12-01 07:06:31.000000+00:00\", \"2019-04-05 19:07:56.000000+00:00\", \"2020-05-30 18:48:43.000000+00:00\", \"2021-04-09 13:50:47.000000+00:00\", \"2022-08-05 19:25:36.000000+00:00\", \"2023-02-25 04:40:13.000000+00:00\"], \"session_ids\": [\"37423cdb-f4fe-4ee0-8ec3-07aff2510ad5\", \"a662d0e4-f13a-4c00-bd63-c4b2f486415c\", \"f9610a9b-4621-4c6e-b776-19450e72047c\", \"a97144f2-f919-4a81-a159-1e065ef54fa2\", \"6d8921d0-ffcf-4a00-a7ca-f8650dfccee3\", \"9841bee2-ee74-4cd5-82c4-ea64f7954654\", \"447a4869-71f1-4b6c-8e7c-ad69335bb1c7\", \"3afcde12-3457-47f8-9dee-7c32e54f3fd9\"], \"total_duration\": 3065.0, \"total_sessions\": 8, \"mean_week_duration\": 15.099}}, {\"8232\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2022-07-01 14:08:55.000000+00:00\", \"2019-10-06 12:50:06.000000+00:00\", \"2021-03-11 13:41:10.000000+00:00\"], \"session_ids\": [\"9ee1f3d8-41e7-4a47-ad9e-1c9c38da67d4\", \"9e3ed16c-74d8-4cab-8c54-0144f918ca99\", \"e882e0d1-090a-4f5e-a032-24422ff58b48\"], \"total_duration\": 806.0, \"total_sessions\": 3, \"mean_week_duration\": 5.636}}]\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": "Tell me about user whose overall quantity of sessions is smaller than 8 (not including) and bigger than 5 + put to use sorting by total sessoins count from the smallest value to the largest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"22206\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-01-23 23:31:27.000000+00:00\", \"2023-01-26 18:41:18.000000+00:00\"], \"session_ids\": [\"636765ec-cb9f-437a-bffc-8ee73b9c5bba\", \"56ccad0b-ed92-4341-8cab-661d5fd1ff55\"], \"total_duration\": 121.0, \"total_sessions\": 2, \"mean_week_duration\": 0.579}, \"28945\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-24 23:35:55.000000+00:00\", \"2019-07-13 15:47:02.000000+00:00\"], \"session_ids\": [\"565dd01d-42db-44a7-9de9-fb8025a3361c\", \"2a315516-5c3e-4afc-abda-e6bef3588deb\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 1.55}, \"66733\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-04-03 23:44:59.000000+00:00\", \"2022-07-15 03:39:07.000000+00:00\"], \"session_ids\": [\"75bbb12c-9e1f-4656-96e6-4398d2f2e788\", \"566c64ee-460e-4fe2-a5e6-6ddb1848da47\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 4.553}, \"76582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-12-21 05:26:14.000000+00:00\", \"2022-06-17 15:43:33.000000+00:00\"], \"session_ids\": [\"7b6fbc6a-038b-48e9-a96d-d9651b0f7d5e\", \"1b2074c9-3e56-45c4-b5bd-56e1a80f85c8\"], \"total_duration\": 298.0, \"total_sessions\": 2, \"mean_week_duration\": 2.292}, \"28653\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-01-03 06:36:20.000000+00:00\", \"2021-09-22 19:43:23.000000+00:00\"], \"session_ids\": [\"ed8e4ae1-79a4-4263-a991-14b9ba2256d3\", \"8c1c29ac-bace-4731-af6a-26fa223b11f9\"], \"total_duration\": 367.0, \"total_sessions\": 2, \"mean_week_duration\": 24.467}, \"48513\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-16 15:13:50.000000+00:00\", \"2022-12-13 14:51:31.000000+00:00\"], \"session_ids\": [\"1d1fa511-bbab-49af-a46e-b20022c12b85\", \"9aa80f99-e095-4517-915a-2f27e1c36388\"], \"total_duration\": 430.0, \"total_sessions\": 2, \"mean_week_duration\": 2.35}, \"59191\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-08-15 07:55:11.000000+00:00\", \"2019-08-09 17:50:03.000000+00:00\", \"2021-04-21 15:57:34.000000+00:00\"], \"session_ids\": [\"6bfcc92a-3f86-41b8-82fb-ee1af2f9ee1a\", \"533b58b6-98f5-4ed3-8f46-eb7e56ab2e07\", \"d89ef103-9889-40a9-812a-5f8949620e30\"], \"total_duration\": 62.0, \"total_sessions\": 3, \"mean_week_duration\": 0.697}, \"70489\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-12-03 12:50:53.000000+00:00\", \"2023-01-31 05:13:28.000000+00:00\", \"2019-02-20 07:53:21.000000+00:00\"], \"session_ids\": [\"e51ccc24-de82-41d7-bc57-6810802ed68d\", \"e47b2133-4745-4639-b475-0fe8ef6c8cfd\", \"52f200d9-11d8-4cf9-9fa7-6ed67c594424\"], \"total_duration\": 778.0, \"total_sessions\": 3, \"mean_week_duration\": 3.777}, \"90261\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-06-23 02:46:46.000000+00:00\", \"2019-09-22 12:54:55.000000+00:00\"], \"session_ids\": [\"4fa36cb6-4413-4289-8376-a55b2de17d97\", \"c3002be3-2c79-4239-9fd7-fe4ff6b69498\"], \"total_duration\": 337.0, \"total_sessions\": 2, \"mean_week_duration\": 8.425}, \"87507\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-05-17 03:12:44.000000+00:00\", \"2023-01-28 19:14:05.000000+00:00\", \"2022-11-10 07:36:15.000000+00:00\", \"2022-09-17 21:02:18.000000+00:00\", \"2020-11-13 09:48:49.000000+00:00\", \"2019-06-08 19:02:49.000000+00:00\"], \"session_ids\": [\"5dbd940f-fbe2-43a5-920b-16bc771e6d6b\", \"c6473f7d-1373-47e0-874f-b243e60c0aef\", \"c4ba754e-893b-48f5-bae2-9a7012549749\", \"aad9791c-88d8-4c4c-9aae-097f5b06c5d1\", \"54cfb1b8-48f9-46de-b375-576278917671\", \"2d8de033-0242-4d12-8857-831d43f8404d\"], \"total_duration\": 369.0, \"total_sessions\": 6, \"mean_week_duration\": 1.942}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or greater than 5 and are less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[5, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"87507\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-05-17 03:12:44.000000+00:00\", \"2023-01-28 19:14:05.000000+00:00\", \"2022-11-10 07:36:15.000000+00:00\", \"2022-09-17 21:02:18.000000+00:00\", \"2020-11-13 09:48:49.000000+00:00\", \"2019-06-08 19:02:49.000000+00:00\"], \"session_ids\": [\"5dbd940f-fbe2-43a5-920b-16bc771e6d6b\", \"c6473f7d-1373-47e0-874f-b243e60c0aef\", \"c4ba754e-893b-48f5-bae2-9a7012549749\", \"aad9791c-88d8-4c4c-9aae-097f5b06c5d1\", \"54cfb1b8-48f9-46de-b375-576278917671\", \"2d8de033-0242-4d12-8857-831d43f8404d\"], \"total_duration\": 369.0, \"total_sessions\": 6, \"mean_week_duration\": 1.942}}\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[{\"87507\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-05-17 03:12:44.000000+00:00\", \"2023-01-28 19:14:05.000000+00:00\", \"2022-11-10 07:36:15.000000+00:00\", \"2022-09-17 21:02:18.000000+00:00\", \"2020-11-13 09:48:49.000000+00:00\", \"2019-06-08 19:02:49.000000+00:00\"], \"session_ids\": [\"5dbd940f-fbe2-43a5-920b-16bc771e6d6b\", \"c6473f7d-1373-47e0-874f-b243e60c0aef\", \"c4ba754e-893b-48f5-bae2-9a7012549749\", \"aad9791c-88d8-4c4c-9aae-097f5b06c5d1\", \"54cfb1b8-48f9-46de-b375-576278917671\", \"2d8de033-0242-4d12-8857-831d43f8404d\"], \"total_duration\": 369.0, \"total_sessions\": 6, \"mean_week_duration\": 1.942}}]\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[{\"87507\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-05-17 03:12:44.000000+00:00\", \"2023-01-28 19:14:05.000000+00:00\", \"2022-11-10 07:36:15.000000+00:00\", \"2022-09-17 21:02:18.000000+00:00\", \"2020-11-13 09:48:49.000000+00:00\", \"2019-06-08 19:02:49.000000+00:00\"], \"session_ids\": [\"5dbd940f-fbe2-43a5-920b-16bc771e6d6b\", \"c6473f7d-1373-47e0-874f-b243e60c0aef\", \"c4ba754e-893b-48f5-bae2-9a7012549749\", \"aad9791c-88d8-4c4c-9aae-097f5b06c5d1\", \"54cfb1b8-48f9-46de-b375-576278917671\", \"2d8de033-0242-4d12-8857-831d43f8404d\"], \"total_duration\": 369.0, \"total_sessions\": 6, \"mean_week_duration\": 1.942}}]\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[{\"87507\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-05-17 03:12:44.000000+00:00\", \"2023-01-28 19:14:05.000000+00:00\", \"2022-11-10 07:36:15.000000+00:00\", \"2022-09-17 21:02:18.000000+00:00\", \"2020-11-13 09:48:49.000000+00:00\", \"2019-06-08 19:02:49.000000+00:00\"], \"session_ids\": [\"5dbd940f-fbe2-43a5-920b-16bc771e6d6b\", \"c6473f7d-1373-47e0-874f-b243e60c0aef\", \"c4ba754e-893b-48f5-bae2-9a7012549749\", \"aad9791c-88d8-4c4c-9aae-097f5b06c5d1\", \"54cfb1b8-48f9-46de-b375-576278917671\", \"2d8de033-0242-4d12-8857-831d43f8404d\"], \"total_duration\": 369.0, \"total_sessions\": 6, \"mean_week_duration\": 1.942}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display to me 3 users pieces of information whose mean week duration is less than 23 (not including) and strictly greater than 33 , and sort by time spent on the site per week asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"22392\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-13 07:58:29.000000+00:00\", \"2020-09-18 23:48:44.000000+00:00\", \"2020-01-03 11:21:23.000000+00:00\", \"2020-07-21 11:05:49.000000+00:00\"], \"session_ids\": [\"dda9945c-eba7-44f3-bab9-b578b6070519\", \"8a501538-98b8-4eef-a753-acf2bdce57b9\", \"4eb19c75-0361-49ae-ad07-a3bba486acb4\", \"e78b3a71-4fd4-4a50-b71c-694a2bc66b51\"], \"total_duration\": 1061.0, \"total_sessions\": 4, \"mean_week_duration\": 8.289}, \"94647\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-26 15:33:32.000000+00:00\", \"2019-11-30 04:35:42.000000+00:00\", \"2021-03-02 05:52:56.000000+00:00\", \"2023-04-10 10:04:31.000000+00:00\", \"2019-10-03 20:31:24.000000+00:00\"], \"session_ids\": [\"1898a845-4287-482f-9381-e76c8f4240e6\", \"c924845f-2cd0-48e8-a7c1-2d68744be2b2\", \"d6705664-b297-4173-b6d9-8fd070c945ea\", \"a8db1b3a-36b6-4258-8910-a34abb99cad2\", \"7fcba47b-3536-4d97-9f13-96c6b4fef993\"], \"total_duration\": 57.0, \"total_sessions\": 5, \"mean_week_duration\": 0.31}, \"18327\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-22 01:16:05.000000+00:00\", \"2021-12-05 04:51:32.000000+00:00\"], \"session_ids\": [\"9952656c-4eba-4bbd-9b26-233d442bd46b\", \"e9f5d70a-8c4e-4f88-bf69-90c847e9220c\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.621}, \"82594\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-26 03:57:47.000000+00:00\", \"2019-03-03 00:56:34.000000+00:00\", \"2020-09-29 04:29:12.000000+00:00\", \"2020-08-17 02:24:57.000000+00:00\", \"2022-08-12 09:32:57.000000+00:00\", \"2019-11-30 01:00:20.000000+00:00\", \"2023-06-06 08:08:38.000000+00:00\"], \"session_ids\": [\"65ad3a2b-a3ae-431e-b3af-5523f802efd8\", \"ac14e3f0-b8c5-4cc0-9ccb-9d2add495ae7\", \"24f3d505-4d10-46df-85a3-98713f24134b\", \"ace40bb0-bcb2-43b2-be2f-8a8856ba0848\", \"5c1b7736-50bd-48d1-93b4-0323b008df54\", \"3855c303-384a-4f46-be7d-3564f5027f2e\", \"0721234c-49e5-4e41-af3e-aba830da0758\"], \"total_duration\": 3249.0, \"total_sessions\": 7, \"mean_week_duration\": 14.57}, \"16536\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-22 04:53:53.000000+00:00\", \"2022-06-05 19:37:35.000000+00:00\"], \"session_ids\": [\"35eee7cf-3572-4739-88ef-03649eb303d5\", \"292794a8-d5c3-45fe-a632-fb2e1b157160\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 1.428}, \"30514\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-27 23:14:08.000000+00:00\", \"2019-10-24 19:53:30.000000+00:00\", \"2022-04-28 08:10:01.000000+00:00\", \"2020-10-14 09:33:52.000000+00:00\"], \"session_ids\": [\"48f80f71-081c-4c5b-b604-b060192df43e\", \"eb9eab7f-6c93-4738-91f0-c57fab9a9c5c\", \"65a0250a-12e9-4837-859e-0b20a15ae51d\", \"27064832-22fb-476d-bb18-fe606c7bbeea\"], \"total_duration\": 1657.0, \"total_sessions\": 4, \"mean_week_duration\": 9.257}, \"84764\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-10 11:01:13.000000+00:00\", \"2021-05-24 01:57:32.000000+00:00\", \"2022-03-23 13:12:00.000000+00:00\", \"2021-06-02 20:42:30.000000+00:00\", \"2023-04-01 19:32:57.000000+00:00\", \"2020-09-08 23:17:16.000000+00:00\"], \"session_ids\": [\"a7c76bf2-5da5-420b-83f5-c9a820bf4bf3\", \"8e32083d-ec95-4e16-bdf2-adc99c200374\", \"3d54a121-3f5c-4628-9d63-cc00683c6917\", \"d49573e3-b6b2-45ff-bbcc-e5ff31e22697\", \"9da75cc2-6ebb-4328-a23a-5c7f22008cb9\", \"c02b3650-b365-470e-8cde-d41fba743ab7\"], \"total_duration\": 428.0, \"total_sessions\": 6, \"mean_week_duration\": 3.194}, \"63524\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-02 23:04:18.000000+00:00\", \"2019-08-14 04:28:51.000000+00:00\"], \"session_ids\": [\"a00f637c-706b-49a8-b5f7-24b396fd1c60\", \"34be0fc2-6e29-418c-896a-bc6987d7fb49\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.329}, \"96317\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-15 09:54:50.000000+00:00\", \"2021-09-21 04:21:07.000000+00:00\"], \"session_ids\": [\"ff8ccf1b-bd7b-4c24-a8cb-8161f3c58066\", \"db5f0b37-1af6-4252-aa68-679346103d70\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 11.875}, \"22993\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-18 22:13:08.000000+00:00\", \"2022-10-23 13:35:22.000000+00:00\"], \"session_ids\": [\"368a6b67-8529-46e0-893f-054a842323da\", \"fa9c3911-85f4-4157-b211-cf5e12632bac\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 1.28}}\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 23 and are greater than 33"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[23, 33]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"22392\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-13 07:58:29.000000+00:00\", \"2020-09-18 23:48:44.000000+00:00\", \"2020-01-03 11:21:23.000000+00:00\", \"2020-07-21 11:05:49.000000+00:00\"], \"session_ids\": [\"dda9945c-eba7-44f3-bab9-b578b6070519\", \"8a501538-98b8-4eef-a753-acf2bdce57b9\", \"4eb19c75-0361-49ae-ad07-a3bba486acb4\", \"e78b3a71-4fd4-4a50-b71c-694a2bc66b51\"], \"total_duration\": 1061.0, \"total_sessions\": 4, \"mean_week_duration\": 8.289}, \"94647\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-26 15:33:32.000000+00:00\", \"2019-11-30 04:35:42.000000+00:00\", \"2021-03-02 05:52:56.000000+00:00\", \"2023-04-10 10:04:31.000000+00:00\", \"2019-10-03 20:31:24.000000+00:00\"], \"session_ids\": [\"1898a845-4287-482f-9381-e76c8f4240e6\", \"c924845f-2cd0-48e8-a7c1-2d68744be2b2\", \"d6705664-b297-4173-b6d9-8fd070c945ea\", \"a8db1b3a-36b6-4258-8910-a34abb99cad2\", \"7fcba47b-3536-4d97-9f13-96c6b4fef993\"], \"total_duration\": 57.0, \"total_sessions\": 5, \"mean_week_duration\": 0.31}, \"18327\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-22 01:16:05.000000+00:00\", \"2021-12-05 04:51:32.000000+00:00\"], \"session_ids\": [\"9952656c-4eba-4bbd-9b26-233d442bd46b\", \"e9f5d70a-8c4e-4f88-bf69-90c847e9220c\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.621}, \"82594\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-26 03:57:47.000000+00:00\", \"2019-03-03 00:56:34.000000+00:00\", \"2020-09-29 04:29:12.000000+00:00\", \"2020-08-17 02:24:57.000000+00:00\", \"2022-08-12 09:32:57.000000+00:00\", \"2019-11-30 01:00:20.000000+00:00\", \"2023-06-06 08:08:38.000000+00:00\"], \"session_ids\": [\"65ad3a2b-a3ae-431e-b3af-5523f802efd8\", \"ac14e3f0-b8c5-4cc0-9ccb-9d2add495ae7\", \"24f3d505-4d10-46df-85a3-98713f24134b\", \"ace40bb0-bcb2-43b2-be2f-8a8856ba0848\", \"5c1b7736-50bd-48d1-93b4-0323b008df54\", \"3855c303-384a-4f46-be7d-3564f5027f2e\", \"0721234c-49e5-4e41-af3e-aba830da0758\"], \"total_duration\": 3249.0, \"total_sessions\": 7, \"mean_week_duration\": 14.57}, \"16536\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-22 04:53:53.000000+00:00\", \"2022-06-05 19:37:35.000000+00:00\"], \"session_ids\": [\"35eee7cf-3572-4739-88ef-03649eb303d5\", \"292794a8-d5c3-45fe-a632-fb2e1b157160\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 1.428}, \"30514\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-27 23:14:08.000000+00:00\", \"2019-10-24 19:53:30.000000+00:00\", \"2022-04-28 08:10:01.000000+00:00\", \"2020-10-14 09:33:52.000000+00:00\"], \"session_ids\": [\"48f80f71-081c-4c5b-b604-b060192df43e\", \"eb9eab7f-6c93-4738-91f0-c57fab9a9c5c\", \"65a0250a-12e9-4837-859e-0b20a15ae51d\", \"27064832-22fb-476d-bb18-fe606c7bbeea\"], \"total_duration\": 1657.0, \"total_sessions\": 4, \"mean_week_duration\": 9.257}, \"84764\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-10 11:01:13.000000+00:00\", \"2021-05-24 01:57:32.000000+00:00\", \"2022-03-23 13:12:00.000000+00:00\", \"2021-06-02 20:42:30.000000+00:00\", \"2023-04-01 19:32:57.000000+00:00\", \"2020-09-08 23:17:16.000000+00:00\"], \"session_ids\": [\"a7c76bf2-5da5-420b-83f5-c9a820bf4bf3\", \"8e32083d-ec95-4e16-bdf2-adc99c200374\", \"3d54a121-3f5c-4628-9d63-cc00683c6917\", \"d49573e3-b6b2-45ff-bbcc-e5ff31e22697\", \"9da75cc2-6ebb-4328-a23a-5c7f22008cb9\", \"c02b3650-b365-470e-8cde-d41fba743ab7\"], \"total_duration\": 428.0, \"total_sessions\": 6, \"mean_week_duration\": 3.194}, \"63524\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-02 23:04:18.000000+00:00\", \"2019-08-14 04:28:51.000000+00:00\"], \"session_ids\": [\"a00f637c-706b-49a8-b5f7-24b396fd1c60\", \"34be0fc2-6e29-418c-896a-bc6987d7fb49\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.329}, \"96317\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-15 09:54:50.000000+00:00\", \"2021-09-21 04:21:07.000000+00:00\"], \"session_ids\": [\"ff8ccf1b-bd7b-4c24-a8cb-8161f3c58066\", \"db5f0b37-1af6-4252-aa68-679346103d70\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 11.875}, \"22993\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-18 22:13:08.000000+00:00\", \"2022-10-23 13:35:22.000000+00:00\"], \"session_ids\": [\"368a6b67-8529-46e0-893f-054a842323da\", \"fa9c3911-85f4-4157-b211-cf5e12632bac\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 1.28}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94647\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-26 15:33:32.000000+00:00\", \"2019-11-30 04:35:42.000000+00:00\", \"2021-03-02 05:52:56.000000+00:00\", \"2023-04-10 10:04:31.000000+00:00\", \"2019-10-03 20:31:24.000000+00:00\"], \"session_ids\": [\"1898a845-4287-482f-9381-e76c8f4240e6\", \"c924845f-2cd0-48e8-a7c1-2d68744be2b2\", \"d6705664-b297-4173-b6d9-8fd070c945ea\", \"a8db1b3a-36b6-4258-8910-a34abb99cad2\", \"7fcba47b-3536-4d97-9f13-96c6b4fef993\"], \"total_duration\": 57.0, \"total_sessions\": 5, \"mean_week_duration\": 0.31}}, {\"63524\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-02 23:04:18.000000+00:00\", \"2019-08-14 04:28:51.000000+00:00\"], \"session_ids\": [\"a00f637c-706b-49a8-b5f7-24b396fd1c60\", \"34be0fc2-6e29-418c-896a-bc6987d7fb49\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.329}}, {\"18327\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-22 01:16:05.000000+00:00\", \"2021-12-05 04:51:32.000000+00:00\"], \"session_ids\": [\"9952656c-4eba-4bbd-9b26-233d442bd46b\", \"e9f5d70a-8c4e-4f88-bf69-90c847e9220c\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.621}}, {\"22993\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-18 22:13:08.000000+00:00\", \"2022-10-23 13:35:22.000000+00:00\"], \"session_ids\": [\"368a6b67-8529-46e0-893f-054a842323da\", \"fa9c3911-85f4-4157-b211-cf5e12632bac\"], \"total_duration\": 151.0, \"total_sessions\": 2, \"mean_week_duration\": 1.28}}, {\"16536\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-22 04:53:53.000000+00:00\", \"2022-06-05 19:37:35.000000+00:00\"], \"session_ids\": [\"35eee7cf-3572-4739-88ef-03649eb303d5\", \"292794a8-d5c3-45fe-a632-fb2e1b157160\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 1.428}}, {\"84764\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-10 11:01:13.000000+00:00\", \"2021-05-24 01:57:32.000000+00:00\", \"2022-03-23 13:12:00.000000+00:00\", \"2021-06-02 20:42:30.000000+00:00\", \"2023-04-01 19:32:57.000000+00:00\", \"2020-09-08 23:17:16.000000+00:00\"], \"session_ids\": [\"a7c76bf2-5da5-420b-83f5-c9a820bf4bf3\", \"8e32083d-ec95-4e16-bdf2-adc99c200374\", \"3d54a121-3f5c-4628-9d63-cc00683c6917\", \"d49573e3-b6b2-45ff-bbcc-e5ff31e22697\", \"9da75cc2-6ebb-4328-a23a-5c7f22008cb9\", \"c02b3650-b365-470e-8cde-d41fba743ab7\"], \"total_duration\": 428.0, \"total_sessions\": 6, \"mean_week_duration\": 3.194}}, {\"22392\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-06-13 07:58:29.000000+00:00\", \"2020-09-18 23:48:44.000000+00:00\", \"2020-01-03 11:21:23.000000+00:00\", \"2020-07-21 11:05:49.000000+00:00\"], \"session_ids\": [\"dda9945c-eba7-44f3-bab9-b578b6070519\", \"8a501538-98b8-4eef-a753-acf2bdce57b9\", \"4eb19c75-0361-49ae-ad07-a3bba486acb4\", \"e78b3a71-4fd4-4a50-b71c-694a2bc66b51\"], \"total_duration\": 1061.0, \"total_sessions\": 4, \"mean_week_duration\": 8.289}}, {\"30514\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-27 23:14:08.000000+00:00\", \"2019-10-24 19:53:30.000000+00:00\", \"2022-04-28 08:10:01.000000+00:00\", \"2020-10-14 09:33:52.000000+00:00\"], \"session_ids\": [\"48f80f71-081c-4c5b-b604-b060192df43e\", \"eb9eab7f-6c93-4738-91f0-c57fab9a9c5c\", \"65a0250a-12e9-4837-859e-0b20a15ae51d\", \"27064832-22fb-476d-bb18-fe606c7bbeea\"], \"total_duration\": 1657.0, \"total_sessions\": 4, \"mean_week_duration\": 9.257}}, {\"96317\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-12-15 09:54:50.000000+00:00\", \"2021-09-21 04:21:07.000000+00:00\"], \"session_ids\": [\"ff8ccf1b-bd7b-4c24-a8cb-8161f3c58066\", \"db5f0b37-1af6-4252-aa68-679346103d70\"], \"total_duration\": 475.0, \"total_sessions\": 2, \"mean_week_duration\": 11.875}}, {\"82594\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-05-26 03:57:47.000000+00:00\", \"2019-03-03 00:56:34.000000+00:00\", \"2020-09-29 04:29:12.000000+00:00\", \"2020-08-17 02:24:57.000000+00:00\", \"2022-08-12 09:32:57.000000+00:00\", \"2019-11-30 01:00:20.000000+00:00\", \"2023-06-06 08:08:38.000000+00:00\"], \"session_ids\": [\"65ad3a2b-a3ae-431e-b3af-5523f802efd8\", \"ac14e3f0-b8c5-4cc0-9ccb-9d2add495ae7\", \"24f3d505-4d10-46df-85a3-98713f24134b\", \"ace40bb0-bcb2-43b2-be2f-8a8856ba0848\", \"5c1b7736-50bd-48d1-93b4-0323b008df54\", \"3855c303-384a-4f46-be7d-3564f5027f2e\", \"0721234c-49e5-4e41-af3e-aba830da0758\"], \"total_duration\": 3249.0, \"total_sessions\": 7, \"mean_week_duration\": 14.57}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"94647\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-26 15:33:32.000000+00:00\", \"2019-11-30 04:35:42.000000+00:00\", \"2021-03-02 05:52:56.000000+00:00\", \"2023-04-10 10:04:31.000000+00:00\", \"2019-10-03 20:31:24.000000+00:00\"], \"session_ids\": [\"1898a845-4287-482f-9381-e76c8f4240e6\", \"c924845f-2cd0-48e8-a7c1-2d68744be2b2\", \"d6705664-b297-4173-b6d9-8fd070c945ea\", \"a8db1b3a-36b6-4258-8910-a34abb99cad2\", \"7fcba47b-3536-4d97-9f13-96c6b4fef993\"], \"total_duration\": 57.0, \"total_sessions\": 5, \"mean_week_duration\": 0.31}}, {\"63524\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-02 23:04:18.000000+00:00\", \"2019-08-14 04:28:51.000000+00:00\"], \"session_ids\": [\"a00f637c-706b-49a8-b5f7-24b396fd1c60\", \"34be0fc2-6e29-418c-896a-bc6987d7fb49\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.329}}, {\"18327\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-22 01:16:05.000000+00:00\", \"2021-12-05 04:51:32.000000+00:00\"], \"session_ids\": [\"9952656c-4eba-4bbd-9b26-233d442bd46b\", \"e9f5d70a-8c4e-4f88-bf69-90c847e9220c\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.621}}]\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[{\"94647\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-09-26 15:33:32.000000+00:00\", \"2019-11-30 04:35:42.000000+00:00\", \"2021-03-02 05:52:56.000000+00:00\", \"2023-04-10 10:04:31.000000+00:00\", \"2019-10-03 20:31:24.000000+00:00\"], \"session_ids\": [\"1898a845-4287-482f-9381-e76c8f4240e6\", \"c924845f-2cd0-48e8-a7c1-2d68744be2b2\", \"d6705664-b297-4173-b6d9-8fd070c945ea\", \"a8db1b3a-36b6-4258-8910-a34abb99cad2\", \"7fcba47b-3536-4d97-9f13-96c6b4fef993\"], \"total_duration\": 57.0, \"total_sessions\": 5, \"mean_week_duration\": 0.31}}, {\"63524\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-02 23:04:18.000000+00:00\", \"2019-08-14 04:28:51.000000+00:00\"], \"session_ids\": [\"a00f637c-706b-49a8-b5f7-24b396fd1c60\", \"34be0fc2-6e29-418c-896a-bc6987d7fb49\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.329}}, {\"18327\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-05-22 01:16:05.000000+00:00\", \"2021-12-05 04:51:32.000000+00:00\"], \"session_ids\": [\"9952656c-4eba-4bbd-9b26-233d442bd46b\", \"e9f5d70a-8c4e-4f88-bf69-90c847e9220c\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.621}}]\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 user who is top-tier based on value of site usage time , moreover do sorting by duration summation of sessions per week form the highest to the lowest , moreover provide me only with 4 pieces of information."
}
] |
[
{
"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{\"22229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-29 11:33:45.000000+00:00\", \"2020-11-02 10:53:53.000000+00:00\", \"2022-12-29 02:23:12.000000+00:00\", \"2019-01-15 07:19:11.000000+00:00\", \"2019-01-13 05:17:17.000000+00:00\", \"2019-11-18 23:46:52.000000+00:00\", \"2019-06-07 23:54:07.000000+00:00\", \"2019-11-13 01:37:15.000000+00:00\", \"2021-11-13 06:36:44.000000+00:00\", \"2019-06-03 12:20:09.000000+00:00\", \"2021-01-03 10:51:21.000000+00:00\"], \"session_ids\": [\"13fbec6a-d638-436b-bfe9-6b4a9b170512\", \"ecf9417c-8e6f-42ea-b510-5737e7545daf\", \"cbf6fc74-1332-442a-af4b-b1dc6b37bfce\", \"19250e24-e640-45c1-8358-d823c44fb0f2\", \"f77f5f2d-309b-4a2b-a8c2-2c3143c6c2ef\", \"5fbee9e6-d2e9-43fd-843a-875c5bdd753e\", \"55ebf406-3aef-4b7f-88fd-59fdfb35ea15\", \"f0730748-dcee-42d6-b559-38259ddca8e6\", \"525e8458-414c-430d-8ee1-c0a08ee9db13\", \"c6e4a8fa-9d10-4a2b-82bb-c6e6d2a31843\", \"5438140d-3536-44cb-9232-c4792e6272ec\"], \"total_duration\": 14562.0, \"total_sessions\": 11, \"mean_week_duration\": 70.348}, \"91632\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-20 04:57:27.000000+00:00\", \"2021-10-03 06:15:41.000000+00:00\"], \"session_ids\": [\"3b9ba2e1-d0ff-4be3-980f-510fa8a6b788\", \"8a133a77-2c1a-4fd9-bc1e-0dba5affac9b\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 2.85}, \"45346\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-06 18:29:57.000000+00:00\", \"2023-02-02 06:27:33.000000+00:00\", \"2021-01-08 23:28:41.000000+00:00\", \"2020-07-05 11:09:17.000000+00:00\", \"2019-12-21 18:55:59.000000+00:00\", \"2022-10-14 11:18:56.000000+00:00\"], \"session_ids\": [\"4dd2ae31-db3b-4cf9-9eac-a5c9d4328b7a\", \"5ac80d28-ac8e-4815-be53-992f23705821\", \"8a290bff-5aad-4679-b933-a6b800c23bf5\", \"ae76cfa9-9fe6-48d9-a621-01e1bf1a0089\", \"82f4923f-2afb-45d1-9e90-505b94166542\", \"5bcc36e2-1667-43c1-8b0a-903e0b2cde4b\"], \"total_duration\": 6892.0, \"total_sessions\": 6, \"mean_week_duration\": 41.024}, \"22472\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-03-02 19:58:43.000000+00:00\", \"2020-08-14 09:27:33.000000+00:00\", \"2019-08-22 20:20:42.000000+00:00\", \"2019-04-02 13:32:14.000000+00:00\"], \"session_ids\": [\"bf4ea48c-b53d-411f-9d43-c3ca234752f1\", \"b7df5667-1e1b-4664-a2d1-436a1e322f1d\", \"9ee473e9-cdbb-4e0a-8f20-0c35a13a1178\", \"a0280d20-b09a-4bde-89a0-c10fcdc928f1\"], \"total_duration\": 131.0, \"total_sessions\": 4, \"mean_week_duration\": 0.856}, \"52049\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-08-07 11:52:22.000000+00:00\", \"2019-12-15 13:57:27.000000+00:00\"], \"session_ids\": [\"81cc7a89-593c-4eb4-999c-c733aadeea44\", \"9eb6291e-36c1-47e8-b869-7aeaf016244d\"], \"total_duration\": 82.0, \"total_sessions\": 2, \"mean_week_duration\": 0.953}, \"86392\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-04-13 09:52:38.000000+00:00\", \"2021-01-21 05:54:36.000000+00:00\"], \"session_ids\": [\"02fa9b37-e172-4310-9341-227f28715752\", \"46aac821-c078-4ab0-ac48-c37c235697a2\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 1.097}, \"79430\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-06-16 02:40:06.000000+00:00\", \"2021-11-20 20:03:52.000000+00:00\"], \"session_ids\": [\"b4f68258-61c3-4251-91f0-a73d6604e936\", \"39cd4392-7557-4c76-9c64-35cc2706341b\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 0.524}, \"38485\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-03-23 11:05:17.000000+00:00\", \"2021-09-23 22:32:04.000000+00:00\"], \"session_ids\": [\"b5c33e47-a105-48a8-92a5-413db182afaf\", \"c192309b-c54d-484c-a423-08d33235b419\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 2.185}, \"32687\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-07-02 04:45:45.000000+00:00\", \"2020-02-05 21:14:22.000000+00:00\", \"2019-07-15 18:15:53.000000+00:00\"], \"session_ids\": [\"8aee9804-9266-4453-86a6-1cce3febd409\", \"8ebd228a-a8cc-4671-bbf3-69dd50802cbe\", \"24d49147-35d0-4bc8-97f3-8eb882d7e5db\"], \"total_duration\": 239.0, \"total_sessions\": 3, \"mean_week_duration\": 4.686}, \"68505\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-03 02:58:42.000000+00:00\", \"2019-09-01 00:10:02.000000+00:00\", \"2019-10-29 22:05:35.000000+00:00\", \"2021-05-20 06:28:43.000000+00:00\", \"2019-11-19 16:12:51.000000+00:00\", \"2023-01-19 21:10:57.000000+00:00\", \"2022-02-07 23:10:07.000000+00:00\", \"2020-03-08 04:13:02.000000+00:00\", \"2019-09-24 01:53:20.000000+00:00\"], \"session_ids\": [\"cfcbc433-51c9-4e21-b626-e47282030beb\", \"5bd85b41-340a-42a6-9916-42ddc6f136d5\", \"c976b4d6-6446-4427-b927-47ef1579e79b\", \"c48a33bb-6d15-484f-a11e-a221b7d68e46\", \"5c399d64-03fe-47e3-8600-5b31634f90ae\", \"6987e853-04fa-49e3-b6e6-6599767c68c0\", \"07a03b04-136b-4528-970b-d369bfac6afc\", \"20c5789f-a053-4a72-8579-ce653755eccc\", \"b12bc7bd-e98e-4f39-b403-2dda597ba21c\"], \"total_duration\": 10812.0, \"total_sessions\": 9, \"mean_week_duration\": 61.085}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the highest 1 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": 1}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"22229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-29 11:33:45.000000+00:00\", \"2020-11-02 10:53:53.000000+00:00\", \"2022-12-29 02:23:12.000000+00:00\", \"2019-01-15 07:19:11.000000+00:00\", \"2019-01-13 05:17:17.000000+00:00\", \"2019-11-18 23:46:52.000000+00:00\", \"2019-06-07 23:54:07.000000+00:00\", \"2019-11-13 01:37:15.000000+00:00\", \"2021-11-13 06:36:44.000000+00:00\", \"2019-06-03 12:20:09.000000+00:00\", \"2021-01-03 10:51:21.000000+00:00\"], \"session_ids\": [\"13fbec6a-d638-436b-bfe9-6b4a9b170512\", \"ecf9417c-8e6f-42ea-b510-5737e7545daf\", \"cbf6fc74-1332-442a-af4b-b1dc6b37bfce\", \"19250e24-e640-45c1-8358-d823c44fb0f2\", \"f77f5f2d-309b-4a2b-a8c2-2c3143c6c2ef\", \"5fbee9e6-d2e9-43fd-843a-875c5bdd753e\", \"55ebf406-3aef-4b7f-88fd-59fdfb35ea15\", \"f0730748-dcee-42d6-b559-38259ddca8e6\", \"525e8458-414c-430d-8ee1-c0a08ee9db13\", \"c6e4a8fa-9d10-4a2b-82bb-c6e6d2a31843\", \"5438140d-3536-44cb-9232-c4792e6272ec\"], \"total_duration\": 14562.0, \"total_sessions\": 11, \"mean_week_duration\": 70.348}}, {\"68505\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-03 02:58:42.000000+00:00\", \"2019-09-01 00:10:02.000000+00:00\", \"2019-10-29 22:05:35.000000+00:00\", \"2021-05-20 06:28:43.000000+00:00\", \"2019-11-19 16:12:51.000000+00:00\", \"2023-01-19 21:10:57.000000+00:00\", \"2022-02-07 23:10:07.000000+00:00\", \"2020-03-08 04:13:02.000000+00:00\", \"2019-09-24 01:53:20.000000+00:00\"], \"session_ids\": [\"cfcbc433-51c9-4e21-b626-e47282030beb\", \"5bd85b41-340a-42a6-9916-42ddc6f136d5\", \"c976b4d6-6446-4427-b927-47ef1579e79b\", \"c48a33bb-6d15-484f-a11e-a221b7d68e46\", \"5c399d64-03fe-47e3-8600-5b31634f90ae\", \"6987e853-04fa-49e3-b6e6-6599767c68c0\", \"07a03b04-136b-4528-970b-d369bfac6afc\", \"20c5789f-a053-4a72-8579-ce653755eccc\", \"b12bc7bd-e98e-4f39-b403-2dda597ba21c\"], \"total_duration\": 10812.0, \"total_sessions\": 9, \"mean_week_duration\": 61.085}}, {\"45346\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-06 18:29:57.000000+00:00\", \"2023-02-02 06:27:33.000000+00:00\", \"2021-01-08 23:28:41.000000+00:00\", \"2020-07-05 11:09:17.000000+00:00\", \"2019-12-21 18:55:59.000000+00:00\", \"2022-10-14 11:18:56.000000+00:00\"], \"session_ids\": [\"4dd2ae31-db3b-4cf9-9eac-a5c9d4328b7a\", \"5ac80d28-ac8e-4815-be53-992f23705821\", \"8a290bff-5aad-4679-b933-a6b800c23bf5\", \"ae76cfa9-9fe6-48d9-a621-01e1bf1a0089\", \"82f4923f-2afb-45d1-9e90-505b94166542\", \"5bcc36e2-1667-43c1-8b0a-903e0b2cde4b\"], \"total_duration\": 6892.0, \"total_sessions\": 6, \"mean_week_duration\": 41.024}}]\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[{\"22229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-29 11:33:45.000000+00:00\", \"2020-11-02 10:53:53.000000+00:00\", \"2022-12-29 02:23:12.000000+00:00\", \"2019-01-15 07:19:11.000000+00:00\", \"2019-01-13 05:17:17.000000+00:00\", \"2019-11-18 23:46:52.000000+00:00\", \"2019-06-07 23:54:07.000000+00:00\", \"2019-11-13 01:37:15.000000+00:00\", \"2021-11-13 06:36:44.000000+00:00\", \"2019-06-03 12:20:09.000000+00:00\", \"2021-01-03 10:51:21.000000+00:00\"], \"session_ids\": [\"13fbec6a-d638-436b-bfe9-6b4a9b170512\", \"ecf9417c-8e6f-42ea-b510-5737e7545daf\", \"cbf6fc74-1332-442a-af4b-b1dc6b37bfce\", \"19250e24-e640-45c1-8358-d823c44fb0f2\", \"f77f5f2d-309b-4a2b-a8c2-2c3143c6c2ef\", \"5fbee9e6-d2e9-43fd-843a-875c5bdd753e\", \"55ebf406-3aef-4b7f-88fd-59fdfb35ea15\", \"f0730748-dcee-42d6-b559-38259ddca8e6\", \"525e8458-414c-430d-8ee1-c0a08ee9db13\", \"c6e4a8fa-9d10-4a2b-82bb-c6e6d2a31843\", \"5438140d-3536-44cb-9232-c4792e6272ec\"], \"total_duration\": 14562.0, \"total_sessions\": 11, \"mean_week_duration\": 70.348}}, {\"68505\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-03 02:58:42.000000+00:00\", \"2019-09-01 00:10:02.000000+00:00\", \"2019-10-29 22:05:35.000000+00:00\", \"2021-05-20 06:28:43.000000+00:00\", \"2019-11-19 16:12:51.000000+00:00\", \"2023-01-19 21:10:57.000000+00:00\", \"2022-02-07 23:10:07.000000+00:00\", \"2020-03-08 04:13:02.000000+00:00\", \"2019-09-24 01:53:20.000000+00:00\"], \"session_ids\": [\"cfcbc433-51c9-4e21-b626-e47282030beb\", \"5bd85b41-340a-42a6-9916-42ddc6f136d5\", \"c976b4d6-6446-4427-b927-47ef1579e79b\", \"c48a33bb-6d15-484f-a11e-a221b7d68e46\", \"5c399d64-03fe-47e3-8600-5b31634f90ae\", \"6987e853-04fa-49e3-b6e6-6599767c68c0\", \"07a03b04-136b-4528-970b-d369bfac6afc\", \"20c5789f-a053-4a72-8579-ce653755eccc\", \"b12bc7bd-e98e-4f39-b403-2dda597ba21c\"], \"total_duration\": 10812.0, \"total_sessions\": 9, \"mean_week_duration\": 61.085}}, {\"45346\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-06 18:29:57.000000+00:00\", \"2023-02-02 06:27:33.000000+00:00\", \"2021-01-08 23:28:41.000000+00:00\", \"2020-07-05 11:09:17.000000+00:00\", \"2019-12-21 18:55:59.000000+00:00\", \"2022-10-14 11:18:56.000000+00:00\"], \"session_ids\": [\"4dd2ae31-db3b-4cf9-9eac-a5c9d4328b7a\", \"5ac80d28-ac8e-4815-be53-992f23705821\", \"8a290bff-5aad-4679-b933-a6b800c23bf5\", \"ae76cfa9-9fe6-48d9-a621-01e1bf1a0089\", \"82f4923f-2afb-45d1-9e90-505b94166542\", \"5bcc36e2-1667-43c1-8b0a-903e0b2cde4b\"], \"total_duration\": 6892.0, \"total_sessions\": 6, \"mean_week_duration\": 41.024}}]\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[{\"22229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-29 11:33:45.000000+00:00\", \"2020-11-02 10:53:53.000000+00:00\", \"2022-12-29 02:23:12.000000+00:00\", \"2019-01-15 07:19:11.000000+00:00\", \"2019-01-13 05:17:17.000000+00:00\", \"2019-11-18 23:46:52.000000+00:00\", \"2019-06-07 23:54:07.000000+00:00\", \"2019-11-13 01:37:15.000000+00:00\", \"2021-11-13 06:36:44.000000+00:00\", \"2019-06-03 12:20:09.000000+00:00\", \"2021-01-03 10:51:21.000000+00:00\"], \"session_ids\": [\"13fbec6a-d638-436b-bfe9-6b4a9b170512\", \"ecf9417c-8e6f-42ea-b510-5737e7545daf\", \"cbf6fc74-1332-442a-af4b-b1dc6b37bfce\", \"19250e24-e640-45c1-8358-d823c44fb0f2\", \"f77f5f2d-309b-4a2b-a8c2-2c3143c6c2ef\", \"5fbee9e6-d2e9-43fd-843a-875c5bdd753e\", \"55ebf406-3aef-4b7f-88fd-59fdfb35ea15\", \"f0730748-dcee-42d6-b559-38259ddca8e6\", \"525e8458-414c-430d-8ee1-c0a08ee9db13\", \"c6e4a8fa-9d10-4a2b-82bb-c6e6d2a31843\", \"5438140d-3536-44cb-9232-c4792e6272ec\"], \"total_duration\": 14562.0, \"total_sessions\": 11, \"mean_week_duration\": 70.348}}, {\"68505\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-03 02:58:42.000000+00:00\", \"2019-09-01 00:10:02.000000+00:00\", \"2019-10-29 22:05:35.000000+00:00\", \"2021-05-20 06:28:43.000000+00:00\", \"2019-11-19 16:12:51.000000+00:00\", \"2023-01-19 21:10:57.000000+00:00\", \"2022-02-07 23:10:07.000000+00:00\", \"2020-03-08 04:13:02.000000+00:00\", \"2019-09-24 01:53:20.000000+00:00\"], \"session_ids\": [\"cfcbc433-51c9-4e21-b626-e47282030beb\", \"5bd85b41-340a-42a6-9916-42ddc6f136d5\", \"c976b4d6-6446-4427-b927-47ef1579e79b\", \"c48a33bb-6d15-484f-a11e-a221b7d68e46\", \"5c399d64-03fe-47e3-8600-5b31634f90ae\", \"6987e853-04fa-49e3-b6e6-6599767c68c0\", \"07a03b04-136b-4528-970b-d369bfac6afc\", \"20c5789f-a053-4a72-8579-ce653755eccc\", \"b12bc7bd-e98e-4f39-b403-2dda597ba21c\"], \"total_duration\": 10812.0, \"total_sessions\": 9, \"mean_week_duration\": 61.085}}, {\"45346\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-06 18:29:57.000000+00:00\", \"2023-02-02 06:27:33.000000+00:00\", \"2021-01-08 23:28:41.000000+00:00\", \"2020-07-05 11:09:17.000000+00:00\", \"2019-12-21 18:55:59.000000+00:00\", \"2022-10-14 11:18:56.000000+00:00\"], \"session_ids\": [\"4dd2ae31-db3b-4cf9-9eac-a5c9d4328b7a\", \"5ac80d28-ac8e-4815-be53-992f23705821\", \"8a290bff-5aad-4679-b933-a6b800c23bf5\", \"ae76cfa9-9fe6-48d9-a621-01e1bf1a0089\", \"82f4923f-2afb-45d1-9e90-505b94166542\", \"5bcc36e2-1667-43c1-8b0a-903e0b2cde4b\"], \"total_duration\": 6892.0, \"total_sessions\": 6, \"mean_week_duration\": 41.024}}]\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[{\"22229\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-05-29 11:33:45.000000+00:00\", \"2020-11-02 10:53:53.000000+00:00\", \"2022-12-29 02:23:12.000000+00:00\", \"2019-01-15 07:19:11.000000+00:00\", \"2019-01-13 05:17:17.000000+00:00\", \"2019-11-18 23:46:52.000000+00:00\", \"2019-06-07 23:54:07.000000+00:00\", \"2019-11-13 01:37:15.000000+00:00\", \"2021-11-13 06:36:44.000000+00:00\", \"2019-06-03 12:20:09.000000+00:00\", \"2021-01-03 10:51:21.000000+00:00\"], \"session_ids\": [\"13fbec6a-d638-436b-bfe9-6b4a9b170512\", \"ecf9417c-8e6f-42ea-b510-5737e7545daf\", \"cbf6fc74-1332-442a-af4b-b1dc6b37bfce\", \"19250e24-e640-45c1-8358-d823c44fb0f2\", \"f77f5f2d-309b-4a2b-a8c2-2c3143c6c2ef\", \"5fbee9e6-d2e9-43fd-843a-875c5bdd753e\", \"55ebf406-3aef-4b7f-88fd-59fdfb35ea15\", \"f0730748-dcee-42d6-b559-38259ddca8e6\", \"525e8458-414c-430d-8ee1-c0a08ee9db13\", \"c6e4a8fa-9d10-4a2b-82bb-c6e6d2a31843\", \"5438140d-3536-44cb-9232-c4792e6272ec\"], \"total_duration\": 14562.0, \"total_sessions\": 11, \"mean_week_duration\": 70.348}}, {\"68505\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-04-03 02:58:42.000000+00:00\", \"2019-09-01 00:10:02.000000+00:00\", \"2019-10-29 22:05:35.000000+00:00\", \"2021-05-20 06:28:43.000000+00:00\", \"2019-11-19 16:12:51.000000+00:00\", \"2023-01-19 21:10:57.000000+00:00\", \"2022-02-07 23:10:07.000000+00:00\", \"2020-03-08 04:13:02.000000+00:00\", \"2019-09-24 01:53:20.000000+00:00\"], \"session_ids\": [\"cfcbc433-51c9-4e21-b626-e47282030beb\", \"5bd85b41-340a-42a6-9916-42ddc6f136d5\", \"c976b4d6-6446-4427-b927-47ef1579e79b\", \"c48a33bb-6d15-484f-a11e-a221b7d68e46\", \"5c399d64-03fe-47e3-8600-5b31634f90ae\", \"6987e853-04fa-49e3-b6e6-6599767c68c0\", \"07a03b04-136b-4528-970b-d369bfac6afc\", \"20c5789f-a053-4a72-8579-ce653755eccc\", \"b12bc7bd-e98e-4f39-b403-2dda597ba21c\"], \"total_duration\": 10812.0, \"total_sessions\": 9, \"mean_week_duration\": 61.085}}, {\"45346\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2023-03-06 18:29:57.000000+00:00\", \"2023-02-02 06:27:33.000000+00:00\", \"2021-01-08 23:28:41.000000+00:00\", \"2020-07-05 11:09:17.000000+00:00\", \"2019-12-21 18:55:59.000000+00:00\", \"2022-10-14 11:18:56.000000+00:00\"], \"session_ids\": [\"4dd2ae31-db3b-4cf9-9eac-a5c9d4328b7a\", \"5ac80d28-ac8e-4815-be53-992f23705821\", \"8a290bff-5aad-4679-b933-a6b800c23bf5\", \"ae76cfa9-9fe6-48d9-a621-01e1bf1a0089\", \"82f4923f-2afb-45d1-9e90-505b94166542\", \"5bcc36e2-1667-43c1-8b0a-903e0b2cde4b\"], \"total_duration\": 6892.0, \"total_sessions\": 6, \"mean_week_duration\": 41.024}}]\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 4 users who have duration summation smaller than 1889 and bigger than 3500 (not including) , and implement sorting by total_sessions from the smallest to the largest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88187\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-11-08 18:40:17.000000+00:00\", \"2019-09-03 00:45:40.000000+00:00\", \"2019-09-18 15:02:23.000000+00:00\"], \"session_ids\": [\"ad3eb76a-b868-4d1a-bd64-c08697e3dd95\", \"7cbd7b8c-d588-420a-913f-fcc6099b2d2a\", \"958a5fa5-5807-4540-85f0-fbed1fa23394\"], \"total_duration\": 180.0, \"total_sessions\": 3, \"mean_week_duration\": 1.084}, \"2946\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-24 14:45:51.000000+00:00\", \"2023-05-17 14:35:17.000000+00:00\", \"2020-07-27 16:48:24.000000+00:00\", \"2020-06-17 20:18:38.000000+00:00\", \"2019-02-26 05:53:19.000000+00:00\", \"2022-12-20 03:22:10.000000+00:00\", \"2021-11-23 17:45:52.000000+00:00\", \"2023-05-22 01:27:26.000000+00:00\"], \"session_ids\": [\"f6c1835c-ac13-4d25-9abc-9c64e892886a\", \"c5f170d5-f808-493c-8b7f-0a3a336bb0b9\", \"6217f179-2529-40e4-8d46-835155613956\", \"2f4a9678-24a7-4880-a5c4-8ca5eebf2816\", \"0b56a1d8-e0a2-428a-b0f5-c24496cb79fa\", \"7c04ab37-b24e-4408-a9f0-4e5d8a6fe716\", \"b56b047e-d110-423a-8c77-aefabf7b41fc\", \"57ae5b4e-4439-4625-94db-5b88b502e63a\"], \"total_duration\": 15462.0, \"total_sessions\": 8, \"mean_week_duration\": 69.964}, \"23311\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-01-22 17:28:37.000000+00:00\", \"2021-05-27 18:32:14.000000+00:00\"], \"session_ids\": [\"22a28da9-628d-4b26-8147-19dd3692e5a8\", \"5a5f3096-0077-47be-a67c-d964653fb71c\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 5.873}, \"18035\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-06 00:13:59.000000+00:00\", \"2021-05-23 12:09:11.000000+00:00\", \"2021-02-16 03:23:27.000000+00:00\", \"2019-06-15 16:57:09.000000+00:00\"], \"session_ids\": [\"95a20796-773b-4bf9-9ff4-1f8842658283\", \"ba56f823-d3d3-47d0-8cfd-89916536fb09\", \"4beb125f-6dab-4782-b94d-721005b88e78\", \"5e9b800f-07d2-4083-b8b4-f4d0ab5f7374\"], \"total_duration\": 759.0, \"total_sessions\": 4, \"mean_week_duration\": 7.515}, \"64612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-19 10:46:15.000000+00:00\", \"2020-08-06 05:14:19.000000+00:00\"], \"session_ids\": [\"802a6c64-a8fa-4d61-91aa-4a2b17b72e49\", \"695ef521-91c8-44fb-8150-a87510587225\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 7.152}, \"36063\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-08 23:58:02.000000+00:00\", \"2020-07-10 11:18:30.000000+00:00\"], \"session_ids\": [\"95ee0d03-c0a7-441e-80ba-dd952db0ddfa\", \"1d8ef839-481b-43d3-9170-aceb2ff22b52\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 7.731}, \"63900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-14 13:26:32.000000+00:00\", \"2023-01-23 01:08:28.000000+00:00\"], \"session_ids\": [\"0f56dfa6-20a1-440f-9f58-b060c02cf45d\", \"54f61e68-ac0d-4221-8052-c5a82fcef4e9\"], \"total_duration\": 355.0, \"total_sessions\": 2, \"mean_week_duration\": 2.126}, \"76341\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-07-16 01:43:41.000000+00:00\", \"2022-11-12 17:59:23.000000+00:00\", \"2020-06-19 03:44:34.000000+00:00\", \"2020-07-22 20:49:49.000000+00:00\", \"2020-04-10 16:09:39.000000+00:00\", \"2020-03-04 00:41:09.000000+00:00\", \"2021-08-27 21:11:20.000000+00:00\", \"2023-04-27 03:59:39.000000+00:00\", \"2021-02-28 19:21:02.000000+00:00\"], \"session_ids\": [\"362c6c47-9e04-4279-901c-165cf2d185fd\", \"99857806-73a8-4e39-bf4d-ffa3240eb2a8\", \"aa1d3472-c925-4b71-becb-1f46c445dbf6\", \"9ed6d61a-cc9b-4a33-9dda-1930fe181167\", \"c24bc279-96b8-434f-8e82-1aa867c4fa98\", \"f6055fb7-a58d-4b16-862c-c08a7645f881\", \"c8d53ca6-28f0-4a71-a944-9093b8939aa7\", \"84c6805f-09fe-429c-9e42-21f5a2d49460\", \"6b7c8d2f-bf62-4845-9e9d-7a56a8e6c330\"], \"total_duration\": 1272.0, \"total_sessions\": 9, \"mean_week_duration\": 7.709}, \"82914\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-07-21 10:10:59.000000+00:00\", \"2020-03-29 18:49:26.000000+00:00\"], \"session_ids\": [\"92cd4adc-ae88-4169-b77b-e0cc48acfb92\", \"94238c62-4343-486f-a093-2954f9aa6a44\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 1.556}, \"73965\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-09-15 13:15:08.000000+00:00\", \"2022-08-15 02:04:45.000000+00:00\", \"2022-11-13 05:41:48.000000+00:00\"], \"session_ids\": [\"f78cde8a-5a6b-47ea-9bb6-5ed453a1243c\", \"a85fe177-d1b9-4d8d-9191-d375ff3a54b7\", \"4b4c8a92-d464-4619-9629-aae0c9ab3325\"], \"total_duration\": 131.0, \"total_sessions\": 3, \"mean_week_duration\": 2.148}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 1889 and are greater than 3500"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[1889, 3500]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"88187\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-11-08 18:40:17.000000+00:00\", \"2019-09-03 00:45:40.000000+00:00\", \"2019-09-18 15:02:23.000000+00:00\"], \"session_ids\": [\"ad3eb76a-b868-4d1a-bd64-c08697e3dd95\", \"7cbd7b8c-d588-420a-913f-fcc6099b2d2a\", \"958a5fa5-5807-4540-85f0-fbed1fa23394\"], \"total_duration\": 180.0, \"total_sessions\": 3, \"mean_week_duration\": 1.084}, \"23311\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-01-22 17:28:37.000000+00:00\", \"2021-05-27 18:32:14.000000+00:00\"], \"session_ids\": [\"22a28da9-628d-4b26-8147-19dd3692e5a8\", \"5a5f3096-0077-47be-a67c-d964653fb71c\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 5.873}, \"18035\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-06 00:13:59.000000+00:00\", \"2021-05-23 12:09:11.000000+00:00\", \"2021-02-16 03:23:27.000000+00:00\", \"2019-06-15 16:57:09.000000+00:00\"], \"session_ids\": [\"95a20796-773b-4bf9-9ff4-1f8842658283\", \"ba56f823-d3d3-47d0-8cfd-89916536fb09\", \"4beb125f-6dab-4782-b94d-721005b88e78\", \"5e9b800f-07d2-4083-b8b4-f4d0ab5f7374\"], \"total_duration\": 759.0, \"total_sessions\": 4, \"mean_week_duration\": 7.515}, \"64612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-19 10:46:15.000000+00:00\", \"2020-08-06 05:14:19.000000+00:00\"], \"session_ids\": [\"802a6c64-a8fa-4d61-91aa-4a2b17b72e49\", \"695ef521-91c8-44fb-8150-a87510587225\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 7.152}, \"36063\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-08 23:58:02.000000+00:00\", \"2020-07-10 11:18:30.000000+00:00\"], \"session_ids\": [\"95ee0d03-c0a7-441e-80ba-dd952db0ddfa\", \"1d8ef839-481b-43d3-9170-aceb2ff22b52\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 7.731}, \"63900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-14 13:26:32.000000+00:00\", \"2023-01-23 01:08:28.000000+00:00\"], \"session_ids\": [\"0f56dfa6-20a1-440f-9f58-b060c02cf45d\", \"54f61e68-ac0d-4221-8052-c5a82fcef4e9\"], \"total_duration\": 355.0, \"total_sessions\": 2, \"mean_week_duration\": 2.126}, \"76341\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-07-16 01:43:41.000000+00:00\", \"2022-11-12 17:59:23.000000+00:00\", \"2020-06-19 03:44:34.000000+00:00\", \"2020-07-22 20:49:49.000000+00:00\", \"2020-04-10 16:09:39.000000+00:00\", \"2020-03-04 00:41:09.000000+00:00\", \"2021-08-27 21:11:20.000000+00:00\", \"2023-04-27 03:59:39.000000+00:00\", \"2021-02-28 19:21:02.000000+00:00\"], \"session_ids\": [\"362c6c47-9e04-4279-901c-165cf2d185fd\", \"99857806-73a8-4e39-bf4d-ffa3240eb2a8\", \"aa1d3472-c925-4b71-becb-1f46c445dbf6\", \"9ed6d61a-cc9b-4a33-9dda-1930fe181167\", \"c24bc279-96b8-434f-8e82-1aa867c4fa98\", \"f6055fb7-a58d-4b16-862c-c08a7645f881\", \"c8d53ca6-28f0-4a71-a944-9093b8939aa7\", \"84c6805f-09fe-429c-9e42-21f5a2d49460\", \"6b7c8d2f-bf62-4845-9e9d-7a56a8e6c330\"], \"total_duration\": 1272.0, \"total_sessions\": 9, \"mean_week_duration\": 7.709}, \"82914\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-07-21 10:10:59.000000+00:00\", \"2020-03-29 18:49:26.000000+00:00\"], \"session_ids\": [\"92cd4adc-ae88-4169-b77b-e0cc48acfb92\", \"94238c62-4343-486f-a093-2954f9aa6a44\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 1.556}, \"73965\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-09-15 13:15:08.000000+00:00\", \"2022-08-15 02:04:45.000000+00:00\", \"2022-11-13 05:41:48.000000+00:00\"], \"session_ids\": [\"f78cde8a-5a6b-47ea-9bb6-5ed453a1243c\", \"a85fe177-d1b9-4d8d-9191-d375ff3a54b7\", \"4b4c8a92-d464-4619-9629-aae0c9ab3325\"], \"total_duration\": 131.0, \"total_sessions\": 3, \"mean_week_duration\": 2.148}, \"2946\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-24 14:45:51.000000+00:00\", \"2023-05-17 14:35:17.000000+00:00\", \"2020-07-27 16:48:24.000000+00:00\", \"2020-06-17 20:18:38.000000+00:00\", \"2019-02-26 05:53:19.000000+00:00\", \"2022-12-20 03:22:10.000000+00:00\", \"2021-11-23 17:45:52.000000+00:00\", \"2023-05-22 01:27:26.000000+00:00\"], \"session_ids\": [\"f6c1835c-ac13-4d25-9abc-9c64e892886a\", \"c5f170d5-f808-493c-8b7f-0a3a336bb0b9\", \"6217f179-2529-40e4-8d46-835155613956\", \"2f4a9678-24a7-4880-a5c4-8ca5eebf2816\", \"0b56a1d8-e0a2-428a-b0f5-c24496cb79fa\", \"7c04ab37-b24e-4408-a9f0-4e5d8a6fe716\", \"b56b047e-d110-423a-8c77-aefabf7b41fc\", \"57ae5b4e-4439-4625-94db-5b88b502e63a\"], \"total_duration\": 15462.0, \"total_sessions\": 8, \"mean_week_duration\": 69.964}}\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[{\"23311\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-01-22 17:28:37.000000+00:00\", \"2021-05-27 18:32:14.000000+00:00\"], \"session_ids\": [\"22a28da9-628d-4b26-8147-19dd3692e5a8\", \"5a5f3096-0077-47be-a67c-d964653fb71c\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 5.873}}, {\"64612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-19 10:46:15.000000+00:00\", \"2020-08-06 05:14:19.000000+00:00\"], \"session_ids\": [\"802a6c64-a8fa-4d61-91aa-4a2b17b72e49\", \"695ef521-91c8-44fb-8150-a87510587225\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 7.152}}, {\"36063\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-08 23:58:02.000000+00:00\", \"2020-07-10 11:18:30.000000+00:00\"], \"session_ids\": [\"95ee0d03-c0a7-441e-80ba-dd952db0ddfa\", \"1d8ef839-481b-43d3-9170-aceb2ff22b52\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 7.731}}, {\"63900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-14 13:26:32.000000+00:00\", \"2023-01-23 01:08:28.000000+00:00\"], \"session_ids\": [\"0f56dfa6-20a1-440f-9f58-b060c02cf45d\", \"54f61e68-ac0d-4221-8052-c5a82fcef4e9\"], \"total_duration\": 355.0, \"total_sessions\": 2, \"mean_week_duration\": 2.126}}, {\"82914\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-07-21 10:10:59.000000+00:00\", \"2020-03-29 18:49:26.000000+00:00\"], \"session_ids\": [\"92cd4adc-ae88-4169-b77b-e0cc48acfb92\", \"94238c62-4343-486f-a093-2954f9aa6a44\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 1.556}}, {\"88187\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2022-11-08 18:40:17.000000+00:00\", \"2019-09-03 00:45:40.000000+00:00\", \"2019-09-18 15:02:23.000000+00:00\"], \"session_ids\": [\"ad3eb76a-b868-4d1a-bd64-c08697e3dd95\", \"7cbd7b8c-d588-420a-913f-fcc6099b2d2a\", \"958a5fa5-5807-4540-85f0-fbed1fa23394\"], \"total_duration\": 180.0, \"total_sessions\": 3, \"mean_week_duration\": 1.084}}, {\"73965\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-09-15 13:15:08.000000+00:00\", \"2022-08-15 02:04:45.000000+00:00\", \"2022-11-13 05:41:48.000000+00:00\"], \"session_ids\": [\"f78cde8a-5a6b-47ea-9bb6-5ed453a1243c\", \"a85fe177-d1b9-4d8d-9191-d375ff3a54b7\", \"4b4c8a92-d464-4619-9629-aae0c9ab3325\"], \"total_duration\": 131.0, \"total_sessions\": 3, \"mean_week_duration\": 2.148}}, {\"18035\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-02-06 00:13:59.000000+00:00\", \"2021-05-23 12:09:11.000000+00:00\", \"2021-02-16 03:23:27.000000+00:00\", \"2019-06-15 16:57:09.000000+00:00\"], \"session_ids\": [\"95a20796-773b-4bf9-9ff4-1f8842658283\", \"ba56f823-d3d3-47d0-8cfd-89916536fb09\", \"4beb125f-6dab-4782-b94d-721005b88e78\", \"5e9b800f-07d2-4083-b8b4-f4d0ab5f7374\"], \"total_duration\": 759.0, \"total_sessions\": 4, \"mean_week_duration\": 7.515}}, {\"2946\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-03-24 14:45:51.000000+00:00\", \"2023-05-17 14:35:17.000000+00:00\", \"2020-07-27 16:48:24.000000+00:00\", \"2020-06-17 20:18:38.000000+00:00\", \"2019-02-26 05:53:19.000000+00:00\", \"2022-12-20 03:22:10.000000+00:00\", \"2021-11-23 17:45:52.000000+00:00\", \"2023-05-22 01:27:26.000000+00:00\"], \"session_ids\": [\"f6c1835c-ac13-4d25-9abc-9c64e892886a\", \"c5f170d5-f808-493c-8b7f-0a3a336bb0b9\", \"6217f179-2529-40e4-8d46-835155613956\", \"2f4a9678-24a7-4880-a5c4-8ca5eebf2816\", \"0b56a1d8-e0a2-428a-b0f5-c24496cb79fa\", \"7c04ab37-b24e-4408-a9f0-4e5d8a6fe716\", \"b56b047e-d110-423a-8c77-aefabf7b41fc\", \"57ae5b4e-4439-4625-94db-5b88b502e63a\"], \"total_duration\": 15462.0, \"total_sessions\": 8, \"mean_week_duration\": 69.964}}, {\"76341\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-07-16 01:43:41.000000+00:00\", \"2022-11-12 17:59:23.000000+00:00\", \"2020-06-19 03:44:34.000000+00:00\", \"2020-07-22 20:49:49.000000+00:00\", \"2020-04-10 16:09:39.000000+00:00\", \"2020-03-04 00:41:09.000000+00:00\", \"2021-08-27 21:11:20.000000+00:00\", \"2023-04-27 03:59:39.000000+00:00\", \"2021-02-28 19:21:02.000000+00:00\"], \"session_ids\": [\"362c6c47-9e04-4279-901c-165cf2d185fd\", \"99857806-73a8-4e39-bf4d-ffa3240eb2a8\", \"aa1d3472-c925-4b71-becb-1f46c445dbf6\", \"9ed6d61a-cc9b-4a33-9dda-1930fe181167\", \"c24bc279-96b8-434f-8e82-1aa867c4fa98\", \"f6055fb7-a58d-4b16-862c-c08a7645f881\", \"c8d53ca6-28f0-4a71-a944-9093b8939aa7\", \"84c6805f-09fe-429c-9e42-21f5a2d49460\", \"6b7c8d2f-bf62-4845-9e9d-7a56a8e6c330\"], \"total_duration\": 1272.0, \"total_sessions\": 9, \"mean_week_duration\": 7.709}}]\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[{\"23311\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-01-22 17:28:37.000000+00:00\", \"2021-05-27 18:32:14.000000+00:00\"], \"session_ids\": [\"22a28da9-628d-4b26-8147-19dd3692e5a8\", \"5a5f3096-0077-47be-a67c-d964653fb71c\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 5.873}}, {\"64612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-19 10:46:15.000000+00:00\", \"2020-08-06 05:14:19.000000+00:00\"], \"session_ids\": [\"802a6c64-a8fa-4d61-91aa-4a2b17b72e49\", \"695ef521-91c8-44fb-8150-a87510587225\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 7.152}}, {\"36063\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-08 23:58:02.000000+00:00\", \"2020-07-10 11:18:30.000000+00:00\"], \"session_ids\": [\"95ee0d03-c0a7-441e-80ba-dd952db0ddfa\", \"1d8ef839-481b-43d3-9170-aceb2ff22b52\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 7.731}}, {\"63900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-14 13:26:32.000000+00:00\", \"2023-01-23 01:08:28.000000+00:00\"], \"session_ids\": [\"0f56dfa6-20a1-440f-9f58-b060c02cf45d\", \"54f61e68-ac0d-4221-8052-c5a82fcef4e9\"], \"total_duration\": 355.0, \"total_sessions\": 2, \"mean_week_duration\": 2.126}}]\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[{\"23311\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-01-22 17:28:37.000000+00:00\", \"2021-05-27 18:32:14.000000+00:00\"], \"session_ids\": [\"22a28da9-628d-4b26-8147-19dd3692e5a8\", \"5a5f3096-0077-47be-a67c-d964653fb71c\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 5.873}}, {\"64612\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-19 10:46:15.000000+00:00\", \"2020-08-06 05:14:19.000000+00:00\"], \"session_ids\": [\"802a6c64-a8fa-4d61-91aa-4a2b17b72e49\", \"695ef521-91c8-44fb-8150-a87510587225\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 7.152}}, {\"36063\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-01-08 23:58:02.000000+00:00\", \"2020-07-10 11:18:30.000000+00:00\"], \"session_ids\": [\"95ee0d03-c0a7-441e-80ba-dd952db0ddfa\", \"1d8ef839-481b-43d3-9170-aceb2ff22b52\"], \"total_duration\": 201.0, \"total_sessions\": 2, \"mean_week_duration\": 7.731}}, {\"63900\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-14 13:26:32.000000+00:00\", \"2023-01-23 01:08:28.000000+00:00\"], \"session_ids\": [\"0f56dfa6-20a1-440f-9f58-b060c02cf45d\", \"54f61e68-ac0d-4221-8052-c5a82fcef4e9\"], \"total_duration\": 355.0, \"total_sessions\": 2, \"mean_week_duration\": 2.126}}]\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 6 users pieces of information who currently live in cities Budapest, Berlin and carry out sorting by duration total from the largest to the smallest and 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{\"46087\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-12-13 14:41:54.000000+00:00\", \"2021-10-08 04:39:02.000000+00:00\", \"2019-06-27 14:49:15.000000+00:00\"], \"session_ids\": [\"6bd2b4c1-5106-4098-86c1-2ca1d49148f6\", \"5f4e0269-47e6-40fe-939f-2e025f3187de\", \"55f289b8-1a01-46d6-9b60-fed33baebae7\"], \"total_duration\": 249.0, \"total_sessions\": 3, \"mean_week_duration\": 1.376}, \"25173\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Zurich\", \"datetimes\": [\"2020-01-28 04:43:54.000000+00:00\", \"2020-10-06 04:35:01.000000+00:00\", \"2022-01-02 02:47:00.000000+00:00\", \"2022-06-28 06:17:21.000000+00:00\", \"2019-12-08 09:29:07.000000+00:00\"], \"session_ids\": [\"d348a984-5384-48cf-8163-ff5096f86bd5\", \"feef1cb7-54be-40e4-a7b4-2ccb4c31e4d1\", \"a2833d6b-2cba-4fa9-b8a0-4796c68cd588\", \"7a67d66b-357b-471b-8cf8-88fc7e89f681\", \"6070b2e3-2891-4ca1-a2fa-51df634f978a\"], \"total_duration\": 2206.0, \"total_sessions\": 5, \"mean_week_duration\": 16.463}, \"7246\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-28 04:48:13.000000+00:00\", \"2019-02-26 19:13:31.000000+00:00\", \"2022-08-24 10:17:56.000000+00:00\", \"2022-02-13 03:16:03.000000+00:00\"], \"session_ids\": [\"873f51d6-4b71-44ab-813b-a03076005941\", \"a11ae818-8224-4695-abf5-f11da559c7b3\", \"97f9ea55-7430-4f5b-a3f8-7c1aa585c953\", \"7e3cd09c-e9c0-4a92-a60f-fa8ed3d58853\"], \"total_duration\": 1802.0, \"total_sessions\": 4, \"mean_week_duration\": 9.901}, \"82322\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-07-14 08:03:25.000000+00:00\", \"2022-03-21 03:09:36.000000+00:00\", \"2021-11-16 17:23:17.000000+00:00\", \"2023-05-09 22:42:54.000000+00:00\", \"2020-01-17 18:58:25.000000+00:00\", \"2021-05-26 12:55:40.000000+00:00\", \"2021-11-04 13:22:38.000000+00:00\", \"2023-04-02 22:05:54.000000+00:00\", \"2021-12-04 17:07:34.000000+00:00\", \"2020-07-28 13:23:24.000000+00:00\"], \"session_ids\": [\"7bf5d2b8-53a0-49bb-8202-f6c6799ce77b\", \"fc10046b-461f-4404-930f-665b649ad8ce\", \"1cd7c657-35b7-485b-8cb9-b2fec0a60470\", \"775a6e9b-4fbc-49fc-9bd5-4b171c158b96\", \"b914870e-a217-429c-89d9-25066385941a\", \"452775f3-2a1b-46c4-8c44-fc92c382fb2a\", \"8a94d3ce-d368-4508-b41b-e6c06569efec\", \"c630ebcf-f584-447f-a541-c008747dc871\", \"7be9d991-bd4b-4da6-ba17-4619cbe69f78\", \"d025de91-bc61-4dbd-ba2b-121a333d7777\"], \"total_duration\": 13193.0, \"total_sessions\": 10, \"mean_week_duration\": 76.26}, \"39598\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2022-07-05 17:48:29.000000+00:00\", \"2023-02-20 21:05:50.000000+00:00\"], \"session_ids\": [\"d6160d86-aa78-458e-b889-d984476bad52\", \"4f501575-190f-4994-9903-9f8b8d1faa9d\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 3.424}, \"21199\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-01 03:27:52.000000+00:00\", \"2021-03-13 09:28:58.000000+00:00\", \"2020-05-06 13:48:32.000000+00:00\", \"2022-04-24 14:37:00.000000+00:00\", \"2020-01-08 21:01:27.000000+00:00\", \"2021-11-07 18:15:54.000000+00:00\", \"2020-03-19 08:45:21.000000+00:00\", \"2023-06-24 19:29:00.000000+00:00\", \"2023-04-15 06:47:07.000000+00:00\"], \"session_ids\": [\"86d4acc0-1624-4207-9aad-716a4448f059\", \"d7ae591a-5193-49da-8439-0d3bfef952a5\", \"f0c8586b-81b5-4dec-a28c-efd1d633e35c\", \"4365498b-d4cb-4af2-988a-0aa01b1018af\", \"921ca70f-e1ff-404e-a804-e5801f70d284\", \"94778a40-1c68-4454-8f54-f44b8d658b3c\", \"f7911567-717c-4e27-89c8-f19bee200cd5\", \"2f9016e3-51c4-44b4-82d1-6f752297a510\", \"e6d68e3b-ac75-416f-b914-2eaba664ff5b\"], \"total_duration\": 1213.0, \"total_sessions\": 9, \"mean_week_duration\": 6.702}, \"89825\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Athens\", \"datetimes\": [\"2019-07-23 08:42:34.000000+00:00\", \"2021-05-06 15:07:00.000000+00:00\"], \"session_ids\": [\"fc04ad03-136f-40b5-8743-836ad284f891\", \"7fd95ae4-21ee-437a-9741-ff1d98ce068e\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.277}, \"81173\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-10-26 03:41:32.000000+00:00\", \"2020-09-09 20:43:54.000000+00:00\"], \"session_ids\": [\"30b87559-d5f5-4edd-92fc-03618969a98f\", \"32e6041e-2dc8-423e-a489-ea1c57255304\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 9.143}, \"53613\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-02-03 11:33:29.000000+00:00\", \"2020-09-23 07:54:41.000000+00:00\"], \"session_ids\": [\"9365c5f5-50c5-4f81-b32c-f6b59733619e\", \"ca014bef-191b-4ff9-8d6a-5baf63e76a39\"], \"total_duration\": 112.0, \"total_sessions\": 2, \"mean_week_duration\": 5.895}, \"49157\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-06-27 02:39:49.000000+00:00\", \"2022-07-17 14:41:02.000000+00:00\", \"2019-08-31 07:21:38.000000+00:00\"], \"session_ids\": [\"9abe6849-a860-4188-af7f-cfab1ca98e74\", \"510aac13-51b1-4289-80e5-2661b91e9b06\", \"3a23a317-77f8-4202-bde3-9df8a4f3b5b1\"], \"total_duration\": 179.0, \"total_sessions\": 3, \"mean_week_duration\": 1.185}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Budapest, Berlin"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Budapest\", \"Berlin\"]]}}}\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 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": "Give me details on 3 users whose duration summation is same as 452 + apply sorting by overall duration of sessions per week ascending plus provide me only with 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"2218\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-10-03 16:56:03.000000+00:00\", \"2019-12-28 02:30:58.000000+00:00\"], \"session_ids\": [\"f7485fed-0ec7-41c1-bb9a-8254e3569f01\", \"9925aa0f-ca63-4250-8153-275ab71afc80\"], \"total_duration\": 143.0, \"total_sessions\": 2, \"mean_week_duration\": 1.538}, \"33618\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-21 20:55:51.000000+00:00\", \"2021-02-09 04:08:36.000000+00:00\", \"2019-01-01 05:23:13.000000+00:00\", \"2020-08-13 16:34:41.000000+00:00\", \"2020-03-06 00:54:57.000000+00:00\"], \"session_ids\": [\"f43a5da5-84a9-4f88-9b29-43cbc93da716\", \"6165deba-9c02-4cbc-a454-a5fa259d9717\", \"00f5bf68-7e87-46a2-8087-fe2336ca27fb\", \"e06f258b-c898-46a3-9ae2-c2c32b24585c\", \"44655b22-76c3-414f-9766-af05ee7fc2fc\"], \"total_duration\": 56.0, \"total_sessions\": 5, \"mean_week_duration\": 0.448}, \"72674\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-07-22 03:44:43.000000+00:00\", \"2019-10-13 01:20:10.000000+00:00\"], \"session_ids\": [\"c01d8f00-2c39-4db1-96d2-a9d167770a0b\", \"0d68a8b4-f854-4018-b4d9-598b725a7dfe\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 17.917}, \"99434\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-07-09 10:37:17.000000+00:00\", \"2019-07-29 16:09:03.000000+00:00\", \"2020-08-10 02:38:36.000000+00:00\", \"2019-01-05 12:00:19.000000+00:00\", \"2022-04-02 03:34:37.000000+00:00\", \"2023-01-17 07:51:27.000000+00:00\", \"2023-05-29 03:05:07.000000+00:00\", \"2019-03-13 03:37:50.000000+00:00\", \"2020-03-18 09:23:59.000000+00:00\"], \"session_ids\": [\"f5e1b0ed-2ee4-4392-a5ad-ae8698c9f4be\", \"77bec7f0-755e-4b03-a717-0ad7103ebdb1\", \"87ec9794-3ae6-4d3d-b146-c2ffb5ff40aa\", \"5160ee9c-5a7e-4e93-8ecf-5a55b711ed6e\", \"6ea55f0d-ffa0-4ccb-80f0-a61b00d544df\", \"b6cf8c47-4e89-4571-af79-57bf50eeb679\", \"198abc76-8f37-4ef5-8e2b-cb9d81a7c80c\", \"5a30cf32-00a7-4bf8-9fef-ca868dc53018\", \"0f09279e-545b-4973-a5c0-1d960149619f\"], \"total_duration\": 225.0, \"total_sessions\": 9, \"mean_week_duration\": 0.978}, \"4236\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-05-11 09:23:02.000000+00:00\", \"2022-06-08 04:49:37.000000+00:00\"], \"session_ids\": [\"4cbdf9c2-a315-41db-9daf-eeb9fad664f7\", \"70531624-446c-4305-915b-541f14e9bc75\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 4.02}, \"56594\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-12-29 19:10:40.000000+00:00\", \"2019-04-26 01:06:36.000000+00:00\", \"2023-03-24 01:28:06.000000+00:00\", \"2022-03-17 09:45:48.000000+00:00\", \"2023-02-19 18:04:29.000000+00:00\"], \"session_ids\": [\"bd20c657-52db-4754-bab6-7a1e01aecb38\", \"10498a88-a49a-4120-a7c3-b2e7c8e75dc6\", \"a7589c38-b962-421c-bced-79b2a561f4cc\", \"982e9a2d-6d79-4c6d-916e-b63b286fd531\", \"f36f1fcd-70c3-46b1-8f10-137d949577da\"], \"total_duration\": 1305.0, \"total_sessions\": 5, \"mean_week_duration\": 6.397}, \"51257\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-07-05 10:27:53.000000+00:00\", \"2019-10-29 16:37:26.000000+00:00\", \"2019-11-07 07:36:49.000000+00:00\"], \"session_ids\": [\"df8a3767-e897-40ab-8ee6-f725f72e5a2b\", \"8a4df3a4-0489-491e-b331-a930ebe0b39f\", \"51270962-926b-4292-b9ca-52d256a5de2f\"], \"total_duration\": 30.0, \"total_sessions\": 3, \"mean_week_duration\": 0.833}, \"47989\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-03-19 09:07:40.000000+00:00\", \"2023-04-29 22:33:25.000000+00:00\", \"2019-02-21 19:24:11.000000+00:00\", \"2023-06-17 07:53:15.000000+00:00\"], \"session_ids\": [\"4e733a6c-3cfc-47d0-b336-fde1a77b71d9\", \"c8da937e-b2df-4f3f-91a8-91abcc4e6115\", \"3fdb785f-2b22-4ea0-a407-c52951f349f6\", \"46b82786-fabf-4f3e-b5ae-085899d7442f\"], \"total_duration\": 221.0, \"total_sessions\": 4, \"mean_week_duration\": 0.978}, \"29981\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2020-10-19 14:58:18.000000+00:00\", \"2021-05-06 02:04:53.000000+00:00\", \"2019-08-04 06:01:28.000000+00:00\"], \"session_ids\": [\"20ee9cc5-965f-47cb-b7eb-668312562fdc\", \"99472a0a-be92-42b7-8be9-18859c7d2594\", \"2f384e34-33cb-4c83-becc-cd674a4583a7\"], \"total_duration\": 722.0, \"total_sessions\": 3, \"mean_week_duration\": 7.848}, \"41387\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-25 20:09:23.000000+00:00\", \"2019-02-24 17:36:15.000000+00:00\"], \"session_ids\": [\"157b5a09-c9ab-4adf-ad4c-a1de3e51e825\", \"1bf34282-5ed4-484e-83b1-a85aa2c6c6c6\"], \"total_duration\": 343.0, \"total_sessions\": 2, \"mean_week_duration\": 4.635}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are 452"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"==\"]]}, \"all_values\": {\"total_duration\": [[452, 3626]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about users who are currently living in cities Toronto, Belize City, Caracas, Vienna and in addition apply sorting by overall total sessions form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"42549\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-11-21 20:58:09.000000+00:00\", \"2020-03-21 15:16:27.000000+00:00\"], \"session_ids\": [\"4f4275f3-cebe-4983-a644-e07c24987e35\", \"aba8aaf1-988c-49ec-9f3c-f0c44bdaba0b\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.239}, \"24541\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2022-06-25 03:54:11.000000+00:00\", \"2021-03-11 04:28:47.000000+00:00\"], \"session_ids\": [\"e84c5549-9ed5-4841-a782-6935db8ccd62\", \"af512209-2985-4ac6-a180-324beb456a37\"], \"total_duration\": 409.0, \"total_sessions\": 2, \"mean_week_duration\": 6.015}, \"42711\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 10}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-04-03 05:29:49.000000+00:00\", \"2019-06-13 00:45:35.000000+00:00\", \"2021-07-09 19:38:01.000000+00:00\", \"2022-08-29 08:25:09.000000+00:00\", \"2022-07-31 15:13:27.000000+00:00\", \"2019-04-07 08:23:05.000000+00:00\", \"2021-01-22 17:03:03.000000+00:00\", \"2023-03-12 12:51:51.000000+00:00\"], \"session_ids\": [\"7bb7f4d7-9de0-4d14-85a0-e04d8213f095\", \"5419fd9e-ad42-4616-9ea1-e9b895ac730c\", \"8164e147-28cc-4b71-b8f1-4416bb6f725a\", \"ff90cfab-ac6f-4411-be43-3d60152cfb94\", \"71ddc52b-fff4-42c9-9029-c583f8ecfd22\", \"1194744d-2007-4bcf-86b3-6b62d1626478\", \"4582805f-1627-4950-a4ab-2cc75874ed8e\", \"93d06c55-2d25-427b-81d2-71c1e4c6500e\"], \"total_duration\": 1077.0, \"total_sessions\": 8, \"mean_week_duration\": 5.254}, \"80423\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-01-28 18:16:52.000000+00:00\", \"2019-04-26 21:35:56.000000+00:00\"], \"session_ids\": [\"7e101472-f8f1-4b44-8d59-e42e5984fb59\", \"f25b33f7-b878-4b96-9078-3527c126bde4\"], \"total_duration\": 115.0, \"total_sessions\": 2, \"mean_week_duration\": 0.799}, \"42277\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-08-20 10:26:58.000000+00:00\", \"2020-02-22 06:17:56.000000+00:00\", \"2019-04-25 07:28:18.000000+00:00\", \"2021-05-28 20:58:56.000000+00:00\", \"2021-05-09 08:20:54.000000+00:00\", \"2020-08-17 18:25:21.000000+00:00\", \"2020-10-31 02:30:06.000000+00:00\", \"2020-11-11 09:57:25.000000+00:00\", \"2020-08-23 13:58:33.000000+00:00\", \"2021-10-20 01:25:10.000000+00:00\"], \"session_ids\": [\"e9d789d0-eaea-4940-bf4e-f09aeafc62d1\", \"a71a5d71-cfc6-4b32-b62d-3cc3df2b5c87\", \"cabfbc3e-cc31-4caf-9bf2-43e69ab35937\", \"5b76aa16-8227-46cb-b3dc-59eae04e7677\", \"02126f80-c2e9-4d3f-a13f-fd1d4ecd0edf\", \"2a9271ad-b79c-4eb4-bd84-ff883945a125\", \"cf3c9fa3-f2a1-4c65-a65d-0cab21af45c9\", \"01b75c1b-016b-461c-8d5b-f42c05b59dde\", \"2b87c305-249e-48e9-9599-4e6f6345a8b7\", \"4f3b1af3-c76e-4ad1-bf91-06a1ededb88c\"], \"total_duration\": 121.0, \"total_sessions\": 10, \"mean_week_duration\": 0.931}, \"66809\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-04-24 10:15:25.000000+00:00\", \"2021-10-06 01:21:03.000000+00:00\", \"2020-11-23 04:07:44.000000+00:00\"], \"session_ids\": [\"6c8690fe-735e-44bd-a72b-f31dbf8e271f\", \"72f2d6f3-dfa3-43e4-a72f-a8d57e1b5bc2\", \"86b59111-2a93-49c4-a1c9-1a155db5ddb6\"], \"total_duration\": 751.0, \"total_sessions\": 3, \"mean_week_duration\": 5.96}, \"44936\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-23 04:13:05.000000+00:00\", \"2020-07-28 03:10:19.000000+00:00\", \"2022-07-16 19:32:24.000000+00:00\"], \"session_ids\": [\"bb336443-3ec1-4b84-a9ec-e2df5468eb91\", \"886dd2a0-7c96-4e78-9e2b-b651d09d569d\", \"c6227059-4e50-4042-8d01-31de86c70a07\"], \"total_duration\": 142.0, \"total_sessions\": 3, \"mean_week_duration\": 0.887}, \"30455\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-28 05:38:01.000000+00:00\", \"2023-04-11 12:38:47.000000+00:00\"], \"session_ids\": [\"52807ed4-5143-423b-83a2-020deac7ed83\", \"e911237f-5c0e-4bc9-8927-378b75cf900f\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 0.935}, \"15195\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-08-28 21:55:01.000000+00:00\", \"2021-12-16 04:50:33.000000+00:00\", \"2022-05-23 01:47:41.000000+00:00\", \"2023-04-16 07:17:54.000000+00:00\"], \"session_ids\": [\"b39795e7-cc5a-4078-80b6-c4e99ad8b694\", \"6e49ec5b-83d5-4801-a719-31fcd88bb67b\", \"771b7f85-159a-46cf-b2ca-358455487852\", \"947855bf-a6da-4ea8-9e37-054e48a69aae\"], \"total_duration\": 142.0, \"total_sessions\": 4, \"mean_week_duration\": 1.029}, \"59069\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-11-16 05:23:41.000000+00:00\", \"2020-12-23 22:35:26.000000+00:00\", \"2021-08-03 06:00:59.000000+00:00\", \"2021-01-02 04:37:04.000000+00:00\", \"2020-11-28 09:02:12.000000+00:00\", \"2021-02-25 03:56:35.000000+00:00\"], \"session_ids\": [\"3db6e381-4ab3-417c-ab95-3d49764b0c0e\", \"84a62fd4-513a-4075-bb37-ba723241587d\", \"67ba15b0-7cf3-4506-a146-662deae701dd\", \"d1c8627e-ea2d-4a19-a31b-d07c531f1599\", \"cb72e42d-7734-4995-b495-544695868c34\", \"a83f9bbb-ae83-4186-be07-7bc872f20b8a\"], \"total_duration\": 234.0, \"total_sessions\": 6, \"mean_week_duration\": 2.272}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are Toronto, Belize City, Caracas, Vienna"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Toronto\", \"Belize City\", \"Caracas\", \"Vienna\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"30455\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-28 05:38:01.000000+00:00\", \"2023-04-11 12:38:47.000000+00:00\"], \"session_ids\": [\"52807ed4-5143-423b-83a2-020deac7ed83\", \"e911237f-5c0e-4bc9-8927-378b75cf900f\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 0.935}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30455\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-28 05:38:01.000000+00:00\", \"2023-04-11 12:38:47.000000+00:00\"], \"session_ids\": [\"52807ed4-5143-423b-83a2-020deac7ed83\", \"e911237f-5c0e-4bc9-8927-378b75cf900f\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 0.935}}]\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[{\"30455\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-04-28 05:38:01.000000+00:00\", \"2023-04-11 12:38:47.000000+00:00\"], \"session_ids\": [\"52807ed4-5143-423b-83a2-020deac7ed83\", \"e911237f-5c0e-4bc9-8927-378b75cf900f\"], \"total_duration\": 144.0, \"total_sessions\": 2, \"mean_week_duration\": 0.935}}]\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 who have app usage time per week greater than 24 as well as put to use sorting by overall duration of sessions per week in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63650\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-09 18:35:49.000000+00:00\", \"2020-07-31 22:53:06.000000+00:00\", \"2019-07-29 20:37:27.000000+00:00\", \"2022-12-20 05:58:52.000000+00:00\", \"2021-10-23 14:10:38.000000+00:00\", \"2022-02-06 06:35:22.000000+00:00\", \"2019-04-21 19:31:16.000000+00:00\", \"2020-07-13 00:02:24.000000+00:00\", \"2023-04-19 00:32:07.000000+00:00\", \"2021-12-31 11:33:11.000000+00:00\", \"2019-08-21 19:48:17.000000+00:00\"], \"session_ids\": [\"cb2229bf-2cfd-4500-9372-51e0ae14e95b\", \"235ff71f-b408-4eb1-a2dd-559b521df5c7\", \"60f697a8-644e-473f-aba0-3fe3cc9d4382\", \"4f1cb626-dcbe-4baa-a34e-2af17c3c9dad\", \"0dcdb688-3002-462c-9a3c-11fd091a8ad9\", \"b0eba572-aa13-450f-90ee-b852088b7645\", \"03c8c411-c57e-4b23-a0ba-cda2ca8e993d\", \"42880b61-0f0d-4f4e-8fbe-901e392ec6f4\", \"b85ebfe1-8113-44fb-94f2-106441109e49\", \"606175bb-9a78-4a19-bcd8-0d598506b1a3\", \"97eb9b98-350f-46b1-b51b-be314fb6095d\"], \"total_duration\": 14476.0, \"total_sessions\": 11, \"mean_week_duration\": 69.263}, \"84532\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2021-11-23 02:53:14.000000+00:00\", \"2023-03-25 07:05:52.000000+00:00\", \"2019-08-06 19:25:18.000000+00:00\", \"2023-06-30 15:37:07.000000+00:00\", \"2020-09-24 05:39:07.000000+00:00\"], \"session_ids\": [\"5aa61352-82da-4136-aaff-24c3e4f063db\", \"811cb469-f0b9-4726-90ef-f11f6e71962e\", \"f93ad7ec-dda9-4af4-b6a0-0db6e3ebe9be\", \"09636d74-10fc-45c0-9f50-f7e417be87fe\", \"5f8caf98-0ae3-4502-8492-c04710db52d7\"], \"total_duration\": 3658.0, \"total_sessions\": 5, \"mean_week_duration\": 17.931}, \"71933\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-01 21:19:27.000000+00:00\", \"2020-05-21 16:09:44.000000+00:00\"], \"session_ids\": [\"b444caa5-e989-4ad8-b006-82c3f57cb202\", \"681a70ff-c17d-4cdc-a446-a118ccde34d5\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 1.625}, \"82420\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 9, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-04-05 14:29:07.000000+00:00\", \"2022-03-12 10:44:59.000000+00:00\"], \"session_ids\": [\"adbf7c76-5c2a-48a7-a807-820372734f53\", \"c27dc7d0-cba5-4d7a-a77f-e94fb722fce6\"], \"total_duration\": 36.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}, \"42193\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-06-25 20:03:34.000000+00:00\", \"2021-06-25 00:13:00.000000+00:00\"], \"session_ids\": [\"34d53b1a-125b-4676-bf1b-3b855e8c31f5\", \"e8cb4635-682e-4bd3-9966-c244befd4616\"], \"total_duration\": 410.0, \"total_sessions\": 2, \"mean_week_duration\": 3.905}, \"64851\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-24 12:09:58.000000+00:00\", \"2021-08-06 16:57:10.000000+00:00\"], \"session_ids\": [\"0ffa04f8-4be3-4e82-8394-2024c28be0d2\", \"45b8ce57-06ce-4dad-bac4-47b512f525dc\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 2.316}, \"36880\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-11-09 10:04:02.000000+00:00\", \"2021-08-15 13:49:05.000000+00:00\"], \"session_ids\": [\"113eccb2-a14e-4153-8992-e7e062353659\", \"0ff2cb19-d1f3-4e05-8250-2855f1934dbf\"], \"total_duration\": 123.0, \"total_sessions\": 2, \"mean_week_duration\": 9.462}, \"40990\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-12-02 22:34:21.000000+00:00\", \"2022-02-15 09:58:00.000000+00:00\"], \"session_ids\": [\"b628e132-be51-4a98-96a8-3eab696db53b\", \"dfdc79ed-4f7b-4c5f-a284-276915d300e1\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 6.545}, \"36279\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-06 22:34:46.000000+00:00\", \"2020-08-26 11:21:16.000000+00:00\", \"2020-08-12 18:56:56.000000+00:00\", \"2020-11-28 12:42:23.000000+00:00\"], \"session_ids\": [\"067bca39-23ff-4186-959e-65b56e03e052\", \"2b613f4b-4789-4c6c-86f6-d4bc55d12903\", \"f67651a9-5caa-4620-8bd1-0908f9394714\", \"845dd4f0-e9b0-4e87-81a4-cb5441e0b186\"], \"total_duration\": 679.0, \"total_sessions\": 4, \"mean_week_duration\": 32.333}, \"29794\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-11-23 21:03:27.000000+00:00\", \"2023-01-13 10:43:33.000000+00:00\", \"2022-05-29 10:55:10.000000+00:00\"], \"session_ids\": [\"f68d2413-85d4-41cc-9f80-f7cd422f8b7c\", \"46551dca-5d33-4fb8-b04d-8ec97c92ff3c\", \"dde0778b-30f2-454a-94c4-f85c2392b1a5\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.207}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 24"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[24, 40]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63650\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-09 18:35:49.000000+00:00\", \"2020-07-31 22:53:06.000000+00:00\", \"2019-07-29 20:37:27.000000+00:00\", \"2022-12-20 05:58:52.000000+00:00\", \"2021-10-23 14:10:38.000000+00:00\", \"2022-02-06 06:35:22.000000+00:00\", \"2019-04-21 19:31:16.000000+00:00\", \"2020-07-13 00:02:24.000000+00:00\", \"2023-04-19 00:32:07.000000+00:00\", \"2021-12-31 11:33:11.000000+00:00\", \"2019-08-21 19:48:17.000000+00:00\"], \"session_ids\": [\"cb2229bf-2cfd-4500-9372-51e0ae14e95b\", \"235ff71f-b408-4eb1-a2dd-559b521df5c7\", \"60f697a8-644e-473f-aba0-3fe3cc9d4382\", \"4f1cb626-dcbe-4baa-a34e-2af17c3c9dad\", \"0dcdb688-3002-462c-9a3c-11fd091a8ad9\", \"b0eba572-aa13-450f-90ee-b852088b7645\", \"03c8c411-c57e-4b23-a0ba-cda2ca8e993d\", \"42880b61-0f0d-4f4e-8fbe-901e392ec6f4\", \"b85ebfe1-8113-44fb-94f2-106441109e49\", \"606175bb-9a78-4a19-bcd8-0d598506b1a3\", \"97eb9b98-350f-46b1-b51b-be314fb6095d\"], \"total_duration\": 14476.0, \"total_sessions\": 11, \"mean_week_duration\": 69.263}, \"36279\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-06 22:34:46.000000+00:00\", \"2020-08-26 11:21:16.000000+00:00\", \"2020-08-12 18:56:56.000000+00:00\", \"2020-11-28 12:42:23.000000+00:00\"], \"session_ids\": [\"067bca39-23ff-4186-959e-65b56e03e052\", \"2b613f4b-4789-4c6c-86f6-d4bc55d12903\", \"f67651a9-5caa-4620-8bd1-0908f9394714\", \"845dd4f0-e9b0-4e87-81a4-cb5441e0b186\"], \"total_duration\": 679.0, \"total_sessions\": 4, \"mean_week_duration\": 32.333}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"36279\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-06 22:34:46.000000+00:00\", \"2020-08-26 11:21:16.000000+00:00\", \"2020-08-12 18:56:56.000000+00:00\", \"2020-11-28 12:42:23.000000+00:00\"], \"session_ids\": [\"067bca39-23ff-4186-959e-65b56e03e052\", \"2b613f4b-4789-4c6c-86f6-d4bc55d12903\", \"f67651a9-5caa-4620-8bd1-0908f9394714\", \"845dd4f0-e9b0-4e87-81a4-cb5441e0b186\"], \"total_duration\": 679.0, \"total_sessions\": 4, \"mean_week_duration\": 32.333}}, {\"63650\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-09 18:35:49.000000+00:00\", \"2020-07-31 22:53:06.000000+00:00\", \"2019-07-29 20:37:27.000000+00:00\", \"2022-12-20 05:58:52.000000+00:00\", \"2021-10-23 14:10:38.000000+00:00\", \"2022-02-06 06:35:22.000000+00:00\", \"2019-04-21 19:31:16.000000+00:00\", \"2020-07-13 00:02:24.000000+00:00\", \"2023-04-19 00:32:07.000000+00:00\", \"2021-12-31 11:33:11.000000+00:00\", \"2019-08-21 19:48:17.000000+00:00\"], \"session_ids\": [\"cb2229bf-2cfd-4500-9372-51e0ae14e95b\", \"235ff71f-b408-4eb1-a2dd-559b521df5c7\", \"60f697a8-644e-473f-aba0-3fe3cc9d4382\", \"4f1cb626-dcbe-4baa-a34e-2af17c3c9dad\", \"0dcdb688-3002-462c-9a3c-11fd091a8ad9\", \"b0eba572-aa13-450f-90ee-b852088b7645\", \"03c8c411-c57e-4b23-a0ba-cda2ca8e993d\", \"42880b61-0f0d-4f4e-8fbe-901e392ec6f4\", \"b85ebfe1-8113-44fb-94f2-106441109e49\", \"606175bb-9a78-4a19-bcd8-0d598506b1a3\", \"97eb9b98-350f-46b1-b51b-be314fb6095d\"], \"total_duration\": 14476.0, \"total_sessions\": 11, \"mean_week_duration\": 69.263}}]\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[{\"36279\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-06 22:34:46.000000+00:00\", \"2020-08-26 11:21:16.000000+00:00\", \"2020-08-12 18:56:56.000000+00:00\", \"2020-11-28 12:42:23.000000+00:00\"], \"session_ids\": [\"067bca39-23ff-4186-959e-65b56e03e052\", \"2b613f4b-4789-4c6c-86f6-d4bc55d12903\", \"f67651a9-5caa-4620-8bd1-0908f9394714\", \"845dd4f0-e9b0-4e87-81a4-cb5441e0b186\"], \"total_duration\": 679.0, \"total_sessions\": 4, \"mean_week_duration\": 32.333}}, {\"63650\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-10-09 18:35:49.000000+00:00\", \"2020-07-31 22:53:06.000000+00:00\", \"2019-07-29 20:37:27.000000+00:00\", \"2022-12-20 05:58:52.000000+00:00\", \"2021-10-23 14:10:38.000000+00:00\", \"2022-02-06 06:35:22.000000+00:00\", \"2019-04-21 19:31:16.000000+00:00\", \"2020-07-13 00:02:24.000000+00:00\", \"2023-04-19 00:32:07.000000+00:00\", \"2021-12-31 11:33:11.000000+00:00\", \"2019-08-21 19:48:17.000000+00:00\"], \"session_ids\": [\"cb2229bf-2cfd-4500-9372-51e0ae14e95b\", \"235ff71f-b408-4eb1-a2dd-559b521df5c7\", \"60f697a8-644e-473f-aba0-3fe3cc9d4382\", \"4f1cb626-dcbe-4baa-a34e-2af17c3c9dad\", \"0dcdb688-3002-462c-9a3c-11fd091a8ad9\", \"b0eba572-aa13-450f-90ee-b852088b7645\", \"03c8c411-c57e-4b23-a0ba-cda2ca8e993d\", \"42880b61-0f0d-4f4e-8fbe-901e392ec6f4\", \"b85ebfe1-8113-44fb-94f2-106441109e49\", \"606175bb-9a78-4a19-bcd8-0d598506b1a3\", \"97eb9b98-350f-46b1-b51b-be314fb6095d\"], \"total_duration\": 14476.0, \"total_sessions\": 11, \"mean_week_duration\": 69.263}}]\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 user to me who has total sessions less than 5 as well as do sorting by sessions total form the highest value to the lowest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-24 14:27:50.000000+00:00\", \"2020-01-17 04:47:51.000000+00:00\"], \"session_ids\": [\"a1cbd67f-171a-4ec8-9343-6a10317e1d02\", \"148824d1-acf5-46ec-97ee-914cff7e70c1\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 7.531}, \"30678\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-09-21 07:27:18.000000+00:00\", \"2021-12-14 12:45:31.000000+00:00\"], \"session_ids\": [\"b6cf298a-e1bc-4d42-a96d-66f3eba1290a\", \"c6aa55c5-9596-421c-bfb5-65a95a6bc1df\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 39.333}, \"11615\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Moscow\", \"datetimes\": [\"2021-06-29 18:01:41.000000+00:00\", \"2020-04-11 13:15:31.000000+00:00\", \"2019-11-21 18:26:42.000000+00:00\", \"2022-12-12 19:36:56.000000+00:00\", \"2023-01-19 06:48:47.000000+00:00\", \"2022-07-22 23:59:03.000000+00:00\", \"2020-03-18 05:25:08.000000+00:00\", \"2023-05-22 20:41:51.000000+00:00\"], \"session_ids\": [\"88b571e7-6e92-4be8-95fc-6bbd8327e401\", \"6016df9f-5c79-46ba-9968-2d681a080beb\", \"5174fd85-4227-4832-9d0e-25ef731c55cc\", \"99755b62-3aef-4844-b2cb-866069bb3091\", \"37331885-084d-4fbd-a306-e0b94552ddae\", \"5b549ccc-dd95-4e95-a114-945af051eb6f\", \"852b9a89-2209-42f2-a09b-a0857e884bdd\", \"ec832109-f5e0-4610-88ec-a0e3f1520b71\"], \"total_duration\": 10444.0, \"total_sessions\": 8, \"mean_week_duration\": 57.071}, \"50091\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-02-14 17:22:33.000000+00:00\", \"2022-03-11 16:03:11.000000+00:00\"], \"session_ids\": [\"ca4f9a80-a9b7-46ae-92e2-14c2b9dcd671\", \"946a9175-2ca7-4aa5-9e2c-628f10919b1e\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.607}, \"47449\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-10 14:21:16.000000+00:00\", \"2021-03-23 13:25:37.000000+00:00\", \"2019-02-04 04:31:14.000000+00:00\", \"2021-06-14 14:31:12.000000+00:00\"], \"session_ids\": [\"9cec53fa-a3b9-4965-af97-d9cc230d1698\", \"99d64234-9c8a-496d-ac35-495ce76e9f1b\", \"ccb9328d-6b85-4339-9430-2817e2bbe95b\", \"28b2ca39-84bb-4bba-96e7-a445caa4619b\"], \"total_duration\": 1921.0, \"total_sessions\": 4, \"mean_week_duration\": 10.218}, \"10345\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-27 05:20:30.000000+00:00\", \"2022-08-19 07:00:31.000000+00:00\"], \"session_ids\": [\"8e5ba647-6d03-4aa4-82c6-a6936b690360\", \"6b970482-515a-4479-9add-9af36255ace7\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 1.625}, \"48462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-06-09 01:00:04.000000+00:00\", \"2020-06-05 03:14:05.000000+00:00\", \"2022-09-07 04:35:37.000000+00:00\"], \"session_ids\": [\"32f7b37e-bf6b-42e1-a7e2-f2c347bfbfd1\", \"3fd89610-ca8d-4074-a64f-da893ee78a12\", \"8c48e388-1136-48c2-b76b-2241fd2238fc\"], \"total_duration\": 849.0, \"total_sessions\": 3, \"mean_week_duration\": 7.195}, \"6774\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-11-12 23:02:41.000000+00:00\", \"2019-03-09 15:24:23.000000+00:00\"], \"session_ids\": [\"9843497e-0509-4db9-9a76-5d1de3de9a9f\", \"bc2f45e2-d99f-4451-ac6d-7fa210d3d78f\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 1.214}, \"62567\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-17 23:00:39.000000+00:00\", \"2022-03-27 09:32:19.000000+00:00\", \"2023-06-29 05:42:33.000000+00:00\", \"2020-12-11 07:17:00.000000+00:00\", \"2019-10-16 13:17:13.000000+00:00\"], \"session_ids\": [\"71092689-6830-4103-b10c-c34aa6ce0a27\", \"e050519b-d7f5-44d3-a6ef-5f32cbbb2305\", \"e33eca08-d271-4d0a-959c-263806d18743\", \"08980995-412d-47fd-bc3b-36aa679393d0\", \"aa5dfdb2-0460-46e7-98b6-6191447d2910\"], \"total_duration\": 1167.0, \"total_sessions\": 5, \"mean_week_duration\": 6.047}, \"72864\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-04-30 21:38:55.000000+00:00\", \"2022-08-22 04:49:29.000000+00:00\", \"2021-09-03 12:30:27.000000+00:00\", \"2019-07-06 14:51:09.000000+00:00\", \"2021-08-07 15:21:16.000000+00:00\", \"2022-01-22 13:01:23.000000+00:00\", \"2020-03-11 17:11:09.000000+00:00\", \"2023-05-02 12:37:06.000000+00:00\", \"2020-12-23 17:59:31.000000+00:00\", \"2023-02-10 03:24:40.000000+00:00\"], \"session_ids\": [\"bfaea52d-ffa1-44d8-8e35-39b2511d90a4\", \"747b2609-5e85-409f-8321-73348e694f5a\", \"f8dfaec9-3169-41df-acee-82adab950221\", \"6df87084-a4ad-48c1-b1f5-af60233aed39\", \"047ec098-f6d9-478e-8741-36977417761c\", \"d9f23eeb-e12c-4726-b65e-7c717a9f9aa5\", \"4e2249aa-1489-41cf-9a0f-a463019150fd\", \"42aee4c7-38ce-4d5c-a577-d1b38f0caebf\", \"1d1298f8-74cf-4b96-9482-ffbc0baa507f\", \"f2c3b0df-74fe-411a-85e4-d9f1be1c322a\"], \"total_duration\": 4907.0, \"total_sessions\": 10, \"mean_week_duration\": 23.478}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-24 14:27:50.000000+00:00\", \"2020-01-17 04:47:51.000000+00:00\"], \"session_ids\": [\"a1cbd67f-171a-4ec8-9343-6a10317e1d02\", \"148824d1-acf5-46ec-97ee-914cff7e70c1\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 7.531}, \"30678\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-09-21 07:27:18.000000+00:00\", \"2021-12-14 12:45:31.000000+00:00\"], \"session_ids\": [\"b6cf298a-e1bc-4d42-a96d-66f3eba1290a\", \"c6aa55c5-9596-421c-bfb5-65a95a6bc1df\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 39.333}, \"50091\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-02-14 17:22:33.000000+00:00\", \"2022-03-11 16:03:11.000000+00:00\"], \"session_ids\": [\"ca4f9a80-a9b7-46ae-92e2-14c2b9dcd671\", \"946a9175-2ca7-4aa5-9e2c-628f10919b1e\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.607}, \"47449\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-10 14:21:16.000000+00:00\", \"2021-03-23 13:25:37.000000+00:00\", \"2019-02-04 04:31:14.000000+00:00\", \"2021-06-14 14:31:12.000000+00:00\"], \"session_ids\": [\"9cec53fa-a3b9-4965-af97-d9cc230d1698\", \"99d64234-9c8a-496d-ac35-495ce76e9f1b\", \"ccb9328d-6b85-4339-9430-2817e2bbe95b\", \"28b2ca39-84bb-4bba-96e7-a445caa4619b\"], \"total_duration\": 1921.0, \"total_sessions\": 4, \"mean_week_duration\": 10.218}, \"10345\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-27 05:20:30.000000+00:00\", \"2022-08-19 07:00:31.000000+00:00\"], \"session_ids\": [\"8e5ba647-6d03-4aa4-82c6-a6936b690360\", \"6b970482-515a-4479-9add-9af36255ace7\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 1.625}, \"48462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-06-09 01:00:04.000000+00:00\", \"2020-06-05 03:14:05.000000+00:00\", \"2022-09-07 04:35:37.000000+00:00\"], \"session_ids\": [\"32f7b37e-bf6b-42e1-a7e2-f2c347bfbfd1\", \"3fd89610-ca8d-4074-a64f-da893ee78a12\", \"8c48e388-1136-48c2-b76b-2241fd2238fc\"], \"total_duration\": 849.0, \"total_sessions\": 3, \"mean_week_duration\": 7.195}, \"6774\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-11-12 23:02:41.000000+00:00\", \"2019-03-09 15:24:23.000000+00:00\"], \"session_ids\": [\"9843497e-0509-4db9-9a76-5d1de3de9a9f\", \"bc2f45e2-d99f-4451-ac6d-7fa210d3d78f\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 1.214}, \"62567\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-17 23:00:39.000000+00:00\", \"2022-03-27 09:32:19.000000+00:00\", \"2023-06-29 05:42:33.000000+00:00\", \"2020-12-11 07:17:00.000000+00:00\", \"2019-10-16 13:17:13.000000+00:00\"], \"session_ids\": [\"71092689-6830-4103-b10c-c34aa6ce0a27\", \"e050519b-d7f5-44d3-a6ef-5f32cbbb2305\", \"e33eca08-d271-4d0a-959c-263806d18743\", \"08980995-412d-47fd-bc3b-36aa679393d0\", \"aa5dfdb2-0460-46e7-98b6-6191447d2910\"], \"total_duration\": 1167.0, \"total_sessions\": 5, \"mean_week_duration\": 6.047}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"62567\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-17 23:00:39.000000+00:00\", \"2022-03-27 09:32:19.000000+00:00\", \"2023-06-29 05:42:33.000000+00:00\", \"2020-12-11 07:17:00.000000+00:00\", \"2019-10-16 13:17:13.000000+00:00\"], \"session_ids\": [\"71092689-6830-4103-b10c-c34aa6ce0a27\", \"e050519b-d7f5-44d3-a6ef-5f32cbbb2305\", \"e33eca08-d271-4d0a-959c-263806d18743\", \"08980995-412d-47fd-bc3b-36aa679393d0\", \"aa5dfdb2-0460-46e7-98b6-6191447d2910\"], \"total_duration\": 1167.0, \"total_sessions\": 5, \"mean_week_duration\": 6.047}}, {\"47449\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-09-10 14:21:16.000000+00:00\", \"2021-03-23 13:25:37.000000+00:00\", \"2019-02-04 04:31:14.000000+00:00\", \"2021-06-14 14:31:12.000000+00:00\"], \"session_ids\": [\"9cec53fa-a3b9-4965-af97-d9cc230d1698\", \"99d64234-9c8a-496d-ac35-495ce76e9f1b\", \"ccb9328d-6b85-4339-9430-2817e2bbe95b\", \"28b2ca39-84bb-4bba-96e7-a445caa4619b\"], \"total_duration\": 1921.0, \"total_sessions\": 4, \"mean_week_duration\": 10.218}}, {\"48462\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2021-06-09 01:00:04.000000+00:00\", \"2020-06-05 03:14:05.000000+00:00\", \"2022-09-07 04:35:37.000000+00:00\"], \"session_ids\": [\"32f7b37e-bf6b-42e1-a7e2-f2c347bfbfd1\", \"3fd89610-ca8d-4074-a64f-da893ee78a12\", \"8c48e388-1136-48c2-b76b-2241fd2238fc\"], \"total_duration\": 849.0, \"total_sessions\": 3, \"mean_week_duration\": 7.195}}, {\"20028\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-24 14:27:50.000000+00:00\", \"2020-01-17 04:47:51.000000+00:00\"], \"session_ids\": [\"a1cbd67f-171a-4ec8-9343-6a10317e1d02\", \"148824d1-acf5-46ec-97ee-914cff7e70c1\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 7.531}}, {\"30678\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2021-09-21 07:27:18.000000+00:00\", \"2021-12-14 12:45:31.000000+00:00\"], \"session_ids\": [\"b6cf298a-e1bc-4d42-a96d-66f3eba1290a\", \"c6aa55c5-9596-421c-bfb5-65a95a6bc1df\"], \"total_duration\": 472.0, \"total_sessions\": 2, \"mean_week_duration\": 39.333}}, {\"50091\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-02-14 17:22:33.000000+00:00\", \"2022-03-11 16:03:11.000000+00:00\"], \"session_ids\": [\"ca4f9a80-a9b7-46ae-92e2-14c2b9dcd671\", \"946a9175-2ca7-4aa5-9e2c-628f10919b1e\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.607}}, {\"10345\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-27 05:20:30.000000+00:00\", \"2022-08-19 07:00:31.000000+00:00\"], \"session_ids\": [\"8e5ba647-6d03-4aa4-82c6-a6936b690360\", \"6b970482-515a-4479-9add-9af36255ace7\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 1.625}}, {\"6774\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2021-11-12 23:02:41.000000+00:00\", \"2019-03-09 15:24:23.000000+00:00\"], \"session_ids\": [\"9843497e-0509-4db9-9a76-5d1de3de9a9f\", \"bc2f45e2-d99f-4451-ac6d-7fa210d3d78f\"], \"total_duration\": 170.0, \"total_sessions\": 2, \"mean_week_duration\": 1.214}}]\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[{\"62567\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-17 23:00:39.000000+00:00\", \"2022-03-27 09:32:19.000000+00:00\", \"2023-06-29 05:42:33.000000+00:00\", \"2020-12-11 07:17:00.000000+00:00\", \"2019-10-16 13:17:13.000000+00:00\"], \"session_ids\": [\"71092689-6830-4103-b10c-c34aa6ce0a27\", \"e050519b-d7f5-44d3-a6ef-5f32cbbb2305\", \"e33eca08-d271-4d0a-959c-263806d18743\", \"08980995-412d-47fd-bc3b-36aa679393d0\", \"aa5dfdb2-0460-46e7-98b6-6191447d2910\"], \"total_duration\": 1167.0, \"total_sessions\": 5, \"mean_week_duration\": 6.047}}]\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[{\"62567\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2020-07-17 23:00:39.000000+00:00\", \"2022-03-27 09:32:19.000000+00:00\", \"2023-06-29 05:42:33.000000+00:00\", \"2020-12-11 07:17:00.000000+00:00\", \"2019-10-16 13:17:13.000000+00:00\"], \"session_ids\": [\"71092689-6830-4103-b10c-c34aa6ce0a27\", \"e050519b-d7f5-44d3-a6ef-5f32cbbb2305\", \"e33eca08-d271-4d0a-959c-263806d18743\", \"08980995-412d-47fd-bc3b-36aa679393d0\", \"aa5dfdb2-0460-46e7-98b6-6191447d2910\"], \"total_duration\": 1167.0, \"total_sessions\": 5, \"mean_week_duration\": 6.047}}]\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 user to me who has duration total greater than 206 and less than 2513 as well as execute sorting by total amount of duration form the lowest value to the highest value , and save only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97685\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 7, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-12-17 02:24:49.000000+00:00\", \"2019-08-28 14:34:39.000000+00:00\"], \"session_ids\": [\"eae2c950-efd1-428b-a8ea-39669d93b63e\", \"63aabd8a-338e-40e5-a1c3-5109c71eda84\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 1.603}, \"53752\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-14 08:11:16.000000+00:00\", \"2019-02-27 14:22:17.000000+00:00\"], \"session_ids\": [\"8f56a3d7-0733-481d-b9e8-369e4b8fb2bf\", \"1c2484fe-4994-4d13-a5e3-2e4dc324019f\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.581}, \"48628\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-12-03 15:14:13.000000+00:00\", \"2020-05-08 06:27:26.000000+00:00\"], \"session_ids\": [\"1faf4410-3b05-4387-b51b-e808aa50896a\", \"441693b8-0606-43f0-9519-1ac8b392669a\"], \"total_duration\": 199.0, \"total_sessions\": 2, \"mean_week_duration\": 6.633}, \"3428\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-06 09:26:06.000000+00:00\", \"2020-12-12 21:15:10.000000+00:00\"], \"session_ids\": [\"f8152cd0-5182-45bb-8327-6f70590b739a\", \"9cccf0d1-ba62-4fd8-bb6b-d87ba1921e77\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 18.44}, \"54417\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-05-16 22:25:44.000000+00:00\", \"2022-10-29 10:23:32.000000+00:00\"], \"session_ids\": [\"d9160887-ed98-42f3-9a5f-a86e61b1dfc4\", \"a47f5a80-2d86-4f8d-afb0-f9ff9877ea26\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 6.25}, \"10706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-07-12 14:18:24.000000+00:00\", \"2021-10-02 06:54:58.000000+00:00\", \"2020-10-09 19:58:37.000000+00:00\", \"2020-09-22 16:52:37.000000+00:00\"], \"session_ids\": [\"65340913-4f2c-40a7-801c-19d7502b0c8f\", \"f50b1194-b65a-4d9f-ab63-b74c55ed1d20\", \"4eb4c96d-f1d6-457a-9553-0abd446a08d3\", \"07b2aaa3-67b4-475f-ae47-0b04fd385291\"], \"total_duration\": 268.0, \"total_sessions\": 4, \"mean_week_duration\": 4.963}, \"43305\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-07 13:43:40.000000+00:00\", \"2020-08-22 01:44:06.000000+00:00\", \"2022-05-11 00:31:32.000000+00:00\", \"2020-11-28 11:38:42.000000+00:00\", \"2022-01-21 00:14:26.000000+00:00\", \"2021-02-15 08:51:22.000000+00:00\", \"2021-02-11 06:09:40.000000+00:00\", \"2019-05-03 10:08:20.000000+00:00\", \"2022-10-27 11:06:53.000000+00:00\", \"2021-03-13 20:50:37.000000+00:00\", \"2020-01-01 06:36:35.000000+00:00\"], \"session_ids\": [\"b1929220-2ccc-412a-9718-6bf1e529d8d2\", \"a7243717-5edc-4ef7-bf06-dd8a581ee674\", \"2c5fe973-7339-453b-8944-adfa92bb83b3\", \"a4969615-1fc2-45be-8f7d-6757f805c9d1\", \"db1aafe0-5abd-4a84-855f-3dd1abaa1581\", \"db937fac-384f-401a-82e3-7ae07f55f9eb\", \"e34b628c-b749-479b-9619-428dbe79e5c6\", \"d0ffec9c-1d30-454f-a7ec-ba808e581406\", \"65cc3ae8-80ec-46f6-96d3-0ab3a216072c\", \"ba680236-faad-42dd-a50b-e5d54bfa28f6\", \"37665076-4bda-4a58-9add-9db5d93a43c7\"], \"total_duration\": 1214.0, \"total_sessions\": 11, \"mean_week_duration\": 6.67}, \"39766\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-10-17 05:36:29.000000+00:00\", \"2019-05-22 05:15:37.000000+00:00\", \"2021-04-06 05:47:19.000000+00:00\", \"2021-05-04 13:01:48.000000+00:00\", \"2022-12-27 00:25:33.000000+00:00\"], \"session_ids\": [\"fce334ee-abc2-48e5-944a-696ff826f825\", \"a35aef43-ffa8-4b96-bff0-30f614a6b0ad\", \"4cd44cae-822a-4753-bfa5-a612b7ec2c89\", \"1c66d500-b73f-4334-9247-1157ec89ac1e\", \"7e23d0fa-8b3c-4440-a93a-d5edcd82ac94\"], \"total_duration\": 136.0, \"total_sessions\": 5, \"mean_week_duration\": 0.723}, \"2234\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-08-20 05:24:51.000000+00:00\", \"2019-01-04 01:59:17.000000+00:00\"], \"session_ids\": [\"99aeeeb8-358c-4f87-91de-7910f3da7403\", \"3433247d-722b-498f-bc9a-e45022037ca0\"], \"total_duration\": 141.0, \"total_sessions\": 2, \"mean_week_duration\": 1.659}, \"92093\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-08-22 20:11:59.000000+00:00\", \"2020-01-07 11:43:48.000000+00:00\", \"2022-06-15 18:42:42.000000+00:00\"], \"session_ids\": [\"ae0e266a-d4f4-4807-8ac6-0f0af0a2151d\", \"19dd5ec6-48fd-46c4-809e-bd67ecfa217f\", \"05966f9d-cabd-4ecf-a748-be78c6380a4b\"], \"total_duration\": 1034.0, \"total_sessions\": 3, \"mean_week_duration\": 7.034}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or greater than 206 and are equal or less than 2513"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[206, 2513]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53752\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-14 08:11:16.000000+00:00\", \"2019-02-27 14:22:17.000000+00:00\"], \"session_ids\": [\"8f56a3d7-0733-481d-b9e8-369e4b8fb2bf\", \"1c2484fe-4994-4d13-a5e3-2e4dc324019f\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.581}, \"3428\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-06 09:26:06.000000+00:00\", \"2020-12-12 21:15:10.000000+00:00\"], \"session_ids\": [\"f8152cd0-5182-45bb-8327-6f70590b739a\", \"9cccf0d1-ba62-4fd8-bb6b-d87ba1921e77\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 18.44}, \"10706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-07-12 14:18:24.000000+00:00\", \"2021-10-02 06:54:58.000000+00:00\", \"2020-10-09 19:58:37.000000+00:00\", \"2020-09-22 16:52:37.000000+00:00\"], \"session_ids\": [\"65340913-4f2c-40a7-801c-19d7502b0c8f\", \"f50b1194-b65a-4d9f-ab63-b74c55ed1d20\", \"4eb4c96d-f1d6-457a-9553-0abd446a08d3\", \"07b2aaa3-67b4-475f-ae47-0b04fd385291\"], \"total_duration\": 268.0, \"total_sessions\": 4, \"mean_week_duration\": 4.963}, \"43305\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-07 13:43:40.000000+00:00\", \"2020-08-22 01:44:06.000000+00:00\", \"2022-05-11 00:31:32.000000+00:00\", \"2020-11-28 11:38:42.000000+00:00\", \"2022-01-21 00:14:26.000000+00:00\", \"2021-02-15 08:51:22.000000+00:00\", \"2021-02-11 06:09:40.000000+00:00\", \"2019-05-03 10:08:20.000000+00:00\", \"2022-10-27 11:06:53.000000+00:00\", \"2021-03-13 20:50:37.000000+00:00\", \"2020-01-01 06:36:35.000000+00:00\"], \"session_ids\": [\"b1929220-2ccc-412a-9718-6bf1e529d8d2\", \"a7243717-5edc-4ef7-bf06-dd8a581ee674\", \"2c5fe973-7339-453b-8944-adfa92bb83b3\", \"a4969615-1fc2-45be-8f7d-6757f805c9d1\", \"db1aafe0-5abd-4a84-855f-3dd1abaa1581\", \"db937fac-384f-401a-82e3-7ae07f55f9eb\", \"e34b628c-b749-479b-9619-428dbe79e5c6\", \"d0ffec9c-1d30-454f-a7ec-ba808e581406\", \"65cc3ae8-80ec-46f6-96d3-0ab3a216072c\", \"ba680236-faad-42dd-a50b-e5d54bfa28f6\", \"37665076-4bda-4a58-9add-9db5d93a43c7\"], \"total_duration\": 1214.0, \"total_sessions\": 11, \"mean_week_duration\": 6.67}, \"92093\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-08-22 20:11:59.000000+00:00\", \"2020-01-07 11:43:48.000000+00:00\", \"2022-06-15 18:42:42.000000+00:00\"], \"session_ids\": [\"ae0e266a-d4f4-4807-8ac6-0f0af0a2151d\", \"19dd5ec6-48fd-46c4-809e-bd67ecfa217f\", \"05966f9d-cabd-4ecf-a748-be78c6380a4b\"], \"total_duration\": 1034.0, \"total_sessions\": 3, \"mean_week_duration\": 7.034}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"53752\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-14 08:11:16.000000+00:00\", \"2019-02-27 14:22:17.000000+00:00\"], \"session_ids\": [\"8f56a3d7-0733-481d-b9e8-369e4b8fb2bf\", \"1c2484fe-4994-4d13-a5e3-2e4dc324019f\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.581}}, {\"10706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-07-12 14:18:24.000000+00:00\", \"2021-10-02 06:54:58.000000+00:00\", \"2020-10-09 19:58:37.000000+00:00\", \"2020-09-22 16:52:37.000000+00:00\"], \"session_ids\": [\"65340913-4f2c-40a7-801c-19d7502b0c8f\", \"f50b1194-b65a-4d9f-ab63-b74c55ed1d20\", \"4eb4c96d-f1d6-457a-9553-0abd446a08d3\", \"07b2aaa3-67b4-475f-ae47-0b04fd385291\"], \"total_duration\": 268.0, \"total_sessions\": 4, \"mean_week_duration\": 4.963}}, {\"3428\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-06-06 09:26:06.000000+00:00\", \"2020-12-12 21:15:10.000000+00:00\"], \"session_ids\": [\"f8152cd0-5182-45bb-8327-6f70590b739a\", \"9cccf0d1-ba62-4fd8-bb6b-d87ba1921e77\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 18.44}}, {\"92093\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2019-08-22 20:11:59.000000+00:00\", \"2020-01-07 11:43:48.000000+00:00\", \"2022-06-15 18:42:42.000000+00:00\"], \"session_ids\": [\"ae0e266a-d4f4-4807-8ac6-0f0af0a2151d\", \"19dd5ec6-48fd-46c4-809e-bd67ecfa217f\", \"05966f9d-cabd-4ecf-a748-be78c6380a4b\"], \"total_duration\": 1034.0, \"total_sessions\": 3, \"mean_week_duration\": 7.034}}, {\"43305\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-05-07 13:43:40.000000+00:00\", \"2020-08-22 01:44:06.000000+00:00\", \"2022-05-11 00:31:32.000000+00:00\", \"2020-11-28 11:38:42.000000+00:00\", \"2022-01-21 00:14:26.000000+00:00\", \"2021-02-15 08:51:22.000000+00:00\", \"2021-02-11 06:09:40.000000+00:00\", \"2019-05-03 10:08:20.000000+00:00\", \"2022-10-27 11:06:53.000000+00:00\", \"2021-03-13 20:50:37.000000+00:00\", \"2020-01-01 06:36:35.000000+00:00\"], \"session_ids\": [\"b1929220-2ccc-412a-9718-6bf1e529d8d2\", \"a7243717-5edc-4ef7-bf06-dd8a581ee674\", \"2c5fe973-7339-453b-8944-adfa92bb83b3\", \"a4969615-1fc2-45be-8f7d-6757f805c9d1\", \"db1aafe0-5abd-4a84-855f-3dd1abaa1581\", \"db937fac-384f-401a-82e3-7ae07f55f9eb\", \"e34b628c-b749-479b-9619-428dbe79e5c6\", \"d0ffec9c-1d30-454f-a7ec-ba808e581406\", \"65cc3ae8-80ec-46f6-96d3-0ab3a216072c\", \"ba680236-faad-42dd-a50b-e5d54bfa28f6\", \"37665076-4bda-4a58-9add-9db5d93a43c7\"], \"total_duration\": 1214.0, \"total_sessions\": 11, \"mean_week_duration\": 6.67}}]\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[{\"53752\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-14 08:11:16.000000+00:00\", \"2019-02-27 14:22:17.000000+00:00\"], \"session_ids\": [\"8f56a3d7-0733-481d-b9e8-369e4b8fb2bf\", \"1c2484fe-4994-4d13-a5e3-2e4dc324019f\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.581}}, {\"10706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-07-12 14:18:24.000000+00:00\", \"2021-10-02 06:54:58.000000+00:00\", \"2020-10-09 19:58:37.000000+00:00\", \"2020-09-22 16:52:37.000000+00:00\"], \"session_ids\": [\"65340913-4f2c-40a7-801c-19d7502b0c8f\", \"f50b1194-b65a-4d9f-ab63-b74c55ed1d20\", \"4eb4c96d-f1d6-457a-9553-0abd446a08d3\", \"07b2aaa3-67b4-475f-ae47-0b04fd385291\"], \"total_duration\": 268.0, \"total_sessions\": 4, \"mean_week_duration\": 4.963}}]\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[{\"53752\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-02-14 08:11:16.000000+00:00\", \"2019-02-27 14:22:17.000000+00:00\"], \"session_ids\": [\"8f56a3d7-0733-481d-b9e8-369e4b8fb2bf\", \"1c2484fe-4994-4d13-a5e3-2e4dc324019f\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.581}}, {\"10706\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-07-12 14:18:24.000000+00:00\", \"2021-10-02 06:54:58.000000+00:00\", \"2020-10-09 19:58:37.000000+00:00\", \"2020-09-22 16:52:37.000000+00:00\"], \"session_ids\": [\"65340913-4f2c-40a7-801c-19d7502b0c8f\", \"f50b1194-b65a-4d9f-ab63-b74c55ed1d20\", \"4eb4c96d-f1d6-457a-9553-0abd446a08d3\", \"07b2aaa3-67b4-475f-ae47-0b04fd385291\"], \"total_duration\": 268.0, \"total_sessions\": 4, \"mean_week_duration\": 4.963}}]\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 2 users whose site usage time per week less than 24 and greater than 25 additionaly carry out sorting by duration of sessions per week 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{\"11670\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-14 02:15:48.000000+00:00\", \"2022-10-03 14:58:50.000000+00:00\"], \"session_ids\": [\"f6cf9796-0025-47b5-b0c1-7fa271f41485\", \"7d9cf073-00a1-4030-8863-fa91df9dec02\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 2.699}, \"40143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-01 00:51:41.000000+00:00\", \"2019-11-28 00:23:07.000000+00:00\", \"2022-01-12 11:47:58.000000+00:00\", \"2019-07-02 04:06:52.000000+00:00\"], \"session_ids\": [\"1f4fde21-60b8-4dce-a170-6553ef840ddf\", \"181198fc-f931-41f9-9ea4-0b3626fa0a2e\", \"17c57491-dfd3-49b0-a566-afd3830279c5\", \"bb1075b0-c846-40f1-a2ab-e5c18fd79634\"], \"total_duration\": 1080.0, \"total_sessions\": 4, \"mean_week_duration\": 8.12}, \"50296\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-10-17 16:37:47.000000+00:00\", \"2019-04-22 15:32:18.000000+00:00\", \"2019-09-15 16:16:05.000000+00:00\", \"2022-06-23 03:49:06.000000+00:00\", \"2021-08-18 18:53:10.000000+00:00\"], \"session_ids\": [\"2c581e55-426e-45da-889c-158203ef5724\", \"061f217b-ae9b-4874-8713-0c210c1dd962\", \"724f9587-bf29-43a2-8403-2954acdc0077\", \"5afcaa81-d9c9-4f55-a3fb-91c30fef5a51\", \"082a10c6-4271-4d55-a5fc-bbb86f8afeaa\"], \"total_duration\": 2452.0, \"total_sessions\": 5, \"mean_week_duration\": 14.771}, \"82439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-12 05:58:10.000000+00:00\", \"2022-08-21 05:09:02.000000+00:00\"], \"session_ids\": [\"8eb78ba4-1665-470e-b399-c31578b8bf27\", \"4019a876-6370-41e2-bec5-a1496e2717e9\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.13}, \"5053\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-12-29 18:37:22.000000+00:00\", \"2020-11-22 15:41:53.000000+00:00\", \"2020-11-10 11:19:01.000000+00:00\", \"2019-02-16 22:33:45.000000+00:00\"], \"session_ids\": [\"412919b3-4b83-42ea-875a-9e2505386970\", \"e5fcae1b-895c-4055-a34e-7d8a3ab237ac\", \"37c6b4e3-7c7f-44e9-ab10-3c233ffbb4df\", \"55c8b34a-82dd-4f2a-9c12-a222b3ccdea8\"], \"total_duration\": 688.0, \"total_sessions\": 4, \"mean_week_duration\": 7.478}, \"51828\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-10-17 03:36:18.000000+00:00\", \"2021-10-01 07:32:29.000000+00:00\", \"2021-02-07 01:13:41.000000+00:00\"], \"session_ids\": [\"6c8e5b42-8956-4d1b-ba1e-86470656ea90\", \"9f94645d-f101-4817-9edb-82e5f75a8df5\", \"f1a523d0-3fc4-4f17-a325-e4f3e9ffc941\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 2.96}, \"38351\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-25 04:50:31.000000+00:00\", \"2020-05-16 11:14:55.000000+00:00\", \"2022-07-11 11:34:20.000000+00:00\"], \"session_ids\": [\"a69671ed-0514-45d6-8207-e5a2a5c43fea\", \"c61f068e-07de-43bd-964a-82e28d1262c6\", \"26a9d4d9-d30e-4344-9619-6391e5b1beb7\"], \"total_duration\": 549.0, \"total_sessions\": 3, \"mean_week_duration\": 4.159}, \"87674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-10-13 14:38:54.000000+00:00\", \"2022-03-27 23:58:42.000000+00:00\"], \"session_ids\": [\"416eed10-3873-48ee-a7ea-7d855fa9fc16\", \"6c434832-e63c-4351-8f86-f00c689401bd\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 19.833}, \"26899\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-22 14:17:40.000000+00:00\", \"2021-10-25 07:57:56.000000+00:00\"], \"session_ids\": [\"6d7462a4-7d3d-4d30-86c8-26e89f68d262\", \"b8b64ed1-2c6f-4eef-ac44-c33e33204eda\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.97}, \"30856\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-02-13 07:39:51.000000+00:00\", \"2021-07-29 01:15:40.000000+00:00\"], \"session_ids\": [\"1a104a30-3d93-4914-a982-dd7093ef9591\", \"bc984350-fec0-4093-ae14-0285b2198d02\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 4.447}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 24 and are equal or greater than 25"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">=\"]]}, \"all_values\": {\"mean_week_duration\": [[24, 25]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"11670\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-14 02:15:48.000000+00:00\", \"2022-10-03 14:58:50.000000+00:00\"], \"session_ids\": [\"f6cf9796-0025-47b5-b0c1-7fa271f41485\", \"7d9cf073-00a1-4030-8863-fa91df9dec02\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 2.699}, \"40143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-01 00:51:41.000000+00:00\", \"2019-11-28 00:23:07.000000+00:00\", \"2022-01-12 11:47:58.000000+00:00\", \"2019-07-02 04:06:52.000000+00:00\"], \"session_ids\": [\"1f4fde21-60b8-4dce-a170-6553ef840ddf\", \"181198fc-f931-41f9-9ea4-0b3626fa0a2e\", \"17c57491-dfd3-49b0-a566-afd3830279c5\", \"bb1075b0-c846-40f1-a2ab-e5c18fd79634\"], \"total_duration\": 1080.0, \"total_sessions\": 4, \"mean_week_duration\": 8.12}, \"50296\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-10-17 16:37:47.000000+00:00\", \"2019-04-22 15:32:18.000000+00:00\", \"2019-09-15 16:16:05.000000+00:00\", \"2022-06-23 03:49:06.000000+00:00\", \"2021-08-18 18:53:10.000000+00:00\"], \"session_ids\": [\"2c581e55-426e-45da-889c-158203ef5724\", \"061f217b-ae9b-4874-8713-0c210c1dd962\", \"724f9587-bf29-43a2-8403-2954acdc0077\", \"5afcaa81-d9c9-4f55-a3fb-91c30fef5a51\", \"082a10c6-4271-4d55-a5fc-bbb86f8afeaa\"], \"total_duration\": 2452.0, \"total_sessions\": 5, \"mean_week_duration\": 14.771}, \"82439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-12 05:58:10.000000+00:00\", \"2022-08-21 05:09:02.000000+00:00\"], \"session_ids\": [\"8eb78ba4-1665-470e-b399-c31578b8bf27\", \"4019a876-6370-41e2-bec5-a1496e2717e9\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.13}, \"5053\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-12-29 18:37:22.000000+00:00\", \"2020-11-22 15:41:53.000000+00:00\", \"2020-11-10 11:19:01.000000+00:00\", \"2019-02-16 22:33:45.000000+00:00\"], \"session_ids\": [\"412919b3-4b83-42ea-875a-9e2505386970\", \"e5fcae1b-895c-4055-a34e-7d8a3ab237ac\", \"37c6b4e3-7c7f-44e9-ab10-3c233ffbb4df\", \"55c8b34a-82dd-4f2a-9c12-a222b3ccdea8\"], \"total_duration\": 688.0, \"total_sessions\": 4, \"mean_week_duration\": 7.478}, \"51828\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-10-17 03:36:18.000000+00:00\", \"2021-10-01 07:32:29.000000+00:00\", \"2021-02-07 01:13:41.000000+00:00\"], \"session_ids\": [\"6c8e5b42-8956-4d1b-ba1e-86470656ea90\", \"9f94645d-f101-4817-9edb-82e5f75a8df5\", \"f1a523d0-3fc4-4f17-a325-e4f3e9ffc941\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 2.96}, \"38351\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-25 04:50:31.000000+00:00\", \"2020-05-16 11:14:55.000000+00:00\", \"2022-07-11 11:34:20.000000+00:00\"], \"session_ids\": [\"a69671ed-0514-45d6-8207-e5a2a5c43fea\", \"c61f068e-07de-43bd-964a-82e28d1262c6\", \"26a9d4d9-d30e-4344-9619-6391e5b1beb7\"], \"total_duration\": 549.0, \"total_sessions\": 3, \"mean_week_duration\": 4.159}, \"87674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-10-13 14:38:54.000000+00:00\", \"2022-03-27 23:58:42.000000+00:00\"], \"session_ids\": [\"416eed10-3873-48ee-a7ea-7d855fa9fc16\", \"6c434832-e63c-4351-8f86-f00c689401bd\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 19.833}, \"26899\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-22 14:17:40.000000+00:00\", \"2021-10-25 07:57:56.000000+00:00\"], \"session_ids\": [\"6d7462a4-7d3d-4d30-86c8-26e89f68d262\", \"b8b64ed1-2c6f-4eef-ac44-c33e33204eda\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.97}, \"30856\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-02-13 07:39:51.000000+00:00\", \"2021-07-29 01:15:40.000000+00:00\"], \"session_ids\": [\"1a104a30-3d93-4914-a982-dd7093ef9591\", \"bc984350-fec0-4093-ae14-0285b2198d02\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 4.447}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"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[{\"87674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-10-13 14:38:54.000000+00:00\", \"2022-03-27 23:58:42.000000+00:00\"], \"session_ids\": [\"416eed10-3873-48ee-a7ea-7d855fa9fc16\", \"6c434832-e63c-4351-8f86-f00c689401bd\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 19.833}}, {\"50296\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-10-17 16:37:47.000000+00:00\", \"2019-04-22 15:32:18.000000+00:00\", \"2019-09-15 16:16:05.000000+00:00\", \"2022-06-23 03:49:06.000000+00:00\", \"2021-08-18 18:53:10.000000+00:00\"], \"session_ids\": [\"2c581e55-426e-45da-889c-158203ef5724\", \"061f217b-ae9b-4874-8713-0c210c1dd962\", \"724f9587-bf29-43a2-8403-2954acdc0077\", \"5afcaa81-d9c9-4f55-a3fb-91c30fef5a51\", \"082a10c6-4271-4d55-a5fc-bbb86f8afeaa\"], \"total_duration\": 2452.0, \"total_sessions\": 5, \"mean_week_duration\": 14.771}}, {\"40143\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-07-01 00:51:41.000000+00:00\", \"2019-11-28 00:23:07.000000+00:00\", \"2022-01-12 11:47:58.000000+00:00\", \"2019-07-02 04:06:52.000000+00:00\"], \"session_ids\": [\"1f4fde21-60b8-4dce-a170-6553ef840ddf\", \"181198fc-f931-41f9-9ea4-0b3626fa0a2e\", \"17c57491-dfd3-49b0-a566-afd3830279c5\", \"bb1075b0-c846-40f1-a2ab-e5c18fd79634\"], \"total_duration\": 1080.0, \"total_sessions\": 4, \"mean_week_duration\": 8.12}}, {\"5053\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Mumbai\", \"datetimes\": [\"2019-12-29 18:37:22.000000+00:00\", \"2020-11-22 15:41:53.000000+00:00\", \"2020-11-10 11:19:01.000000+00:00\", \"2019-02-16 22:33:45.000000+00:00\"], \"session_ids\": [\"412919b3-4b83-42ea-875a-9e2505386970\", \"e5fcae1b-895c-4055-a34e-7d8a3ab237ac\", \"37c6b4e3-7c7f-44e9-ab10-3c233ffbb4df\", \"55c8b34a-82dd-4f2a-9c12-a222b3ccdea8\"], \"total_duration\": 688.0, \"total_sessions\": 4, \"mean_week_duration\": 7.478}}, {\"30856\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-02-13 07:39:51.000000+00:00\", \"2021-07-29 01:15:40.000000+00:00\"], \"session_ids\": [\"1a104a30-3d93-4914-a982-dd7093ef9591\", \"bc984350-fec0-4093-ae14-0285b2198d02\"], \"total_duration\": 338.0, \"total_sessions\": 2, \"mean_week_duration\": 4.447}}, {\"38351\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-11-25 04:50:31.000000+00:00\", \"2020-05-16 11:14:55.000000+00:00\", \"2022-07-11 11:34:20.000000+00:00\"], \"session_ids\": [\"a69671ed-0514-45d6-8207-e5a2a5c43fea\", \"c61f068e-07de-43bd-964a-82e28d1262c6\", \"26a9d4d9-d30e-4344-9619-6391e5b1beb7\"], \"total_duration\": 549.0, \"total_sessions\": 3, \"mean_week_duration\": 4.159}}, {\"51828\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-10-17 03:36:18.000000+00:00\", \"2021-10-01 07:32:29.000000+00:00\", \"2021-02-07 01:13:41.000000+00:00\"], \"session_ids\": [\"6c8e5b42-8956-4d1b-ba1e-86470656ea90\", \"9f94645d-f101-4817-9edb-82e5f75a8df5\", \"f1a523d0-3fc4-4f17-a325-e4f3e9ffc941\"], \"total_duration\": 148.0, \"total_sessions\": 3, \"mean_week_duration\": 2.96}}, {\"11670\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-14 02:15:48.000000+00:00\", \"2022-10-03 14:58:50.000000+00:00\"], \"session_ids\": [\"f6cf9796-0025-47b5-b0c1-7fa271f41485\", \"7d9cf073-00a1-4030-8863-fa91df9dec02\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 2.699}}, {\"82439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 6, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-12 05:58:10.000000+00:00\", \"2022-08-21 05:09:02.000000+00:00\"], \"session_ids\": [\"8eb78ba4-1665-470e-b399-c31578b8bf27\", \"4019a876-6370-41e2-bec5-a1496e2717e9\"], \"total_duration\": 139.0, \"total_sessions\": 2, \"mean_week_duration\": 1.13}}, {\"26899\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-22 14:17:40.000000+00:00\", \"2021-10-25 07:57:56.000000+00:00\"], \"session_ids\": [\"6d7462a4-7d3d-4d30-86c8-26e89f68d262\", \"b8b64ed1-2c6f-4eef-ac44-c33e33204eda\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 0.97}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-10-13 14:38:54.000000+00:00\", \"2022-03-27 23:58:42.000000+00:00\"], \"session_ids\": [\"416eed10-3873-48ee-a7ea-7d855fa9fc16\", \"6c434832-e63c-4351-8f86-f00c689401bd\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 19.833}}, {\"50296\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-10-17 16:37:47.000000+00:00\", \"2019-04-22 15:32:18.000000+00:00\", \"2019-09-15 16:16:05.000000+00:00\", \"2022-06-23 03:49:06.000000+00:00\", \"2021-08-18 18:53:10.000000+00:00\"], \"session_ids\": [\"2c581e55-426e-45da-889c-158203ef5724\", \"061f217b-ae9b-4874-8713-0c210c1dd962\", \"724f9587-bf29-43a2-8403-2954acdc0077\", \"5afcaa81-d9c9-4f55-a3fb-91c30fef5a51\", \"082a10c6-4271-4d55-a5fc-bbb86f8afeaa\"], \"total_duration\": 2452.0, \"total_sessions\": 5, \"mean_week_duration\": 14.771}}]\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[{\"87674\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-10-13 14:38:54.000000+00:00\", \"2022-03-27 23:58:42.000000+00:00\"], \"session_ids\": [\"416eed10-3873-48ee-a7ea-7d855fa9fc16\", \"6c434832-e63c-4351-8f86-f00c689401bd\"], \"total_duration\": 476.0, \"total_sessions\": 2, \"mean_week_duration\": 19.833}}, {\"50296\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-10-17 16:37:47.000000+00:00\", \"2019-04-22 15:32:18.000000+00:00\", \"2019-09-15 16:16:05.000000+00:00\", \"2022-06-23 03:49:06.000000+00:00\", \"2021-08-18 18:53:10.000000+00:00\"], \"session_ids\": [\"2c581e55-426e-45da-889c-158203ef5724\", \"061f217b-ae9b-4874-8713-0c210c1dd962\", \"724f9587-bf29-43a2-8403-2954acdc0077\", \"5afcaa81-d9c9-4f55-a3fb-91c30fef5a51\", \"082a10c6-4271-4d55-a5fc-bbb86f8afeaa\"], \"total_duration\": 2452.0, \"total_sessions\": 5, \"mean_week_duration\": 14.771}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 6 users whose site usage time is strictly greater than 1127 + apply sorting by urban title descendingly in addition save only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12688\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2023-05-23 19:21:44.000000+00:00\", \"2020-02-25 04:21:28.000000+00:00\"], \"session_ids\": [\"623499cb-e837-489d-8d78-7dfac906eacf\", \"fd6a3533-d75a-43dd-98e7-627c49c6b7d6\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.16}, \"81384\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 7, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2022-05-23 03:57:48.000000+00:00\", \"2021-05-10 02:17:40.000000+00:00\", \"2022-02-16 04:27:46.000000+00:00\"], \"session_ids\": [\"6c5d2f84-9c01-4a36-9f94-2daf9476202e\", \"235c724b-8ea1-44aa-b216-f66c2a853fca\", \"a842d3c2-3e4b-49fb-b2aa-690af62db7d6\"], \"total_duration\": 286.0, \"total_sessions\": 3, \"mean_week_duration\": 5.296}, \"77052\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-04-18 01:16:32.000000+00:00\", \"2021-05-15 14:30:55.000000+00:00\"], \"session_ids\": [\"55c3ea9e-e42c-49c8-bdcf-5c20393b169a\", \"c5daef60-bb8b-46a8-80c1-894c4f085b3c\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 3.037}, \"37075\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-12-09 20:54:07.000000+00:00\", \"2022-03-07 04:21:17.000000+00:00\"], \"session_ids\": [\"7a01eff7-37f2-40f8-afd4-65e9630413e7\", \"c52fb3d6-515e-4b50-b6bc-3aca03b0fc64\"], \"total_duration\": 28.0, \"total_sessions\": 2, \"mean_week_duration\": 2.154}, \"41471\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-07-10 22:42:26.000000+00:00\", \"2023-02-27 06:06:39.000000+00:00\"], \"session_ids\": [\"7ca5da5a-4e30-4749-9f18-6e81f0c7c9c1\", \"0cecdf09-c8b3-4526-8a7e-a47aff021c21\"], \"total_duration\": 89.0, \"total_sessions\": 2, \"mean_week_duration\": 1.035}, \"80192\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2023-06-08 18:15:53.000000+00:00\", \"2021-12-26 09:14:58.000000+00:00\", \"2022-09-12 19:10:02.000000+00:00\", \"2020-06-06 03:49:18.000000+00:00\", \"2022-07-02 15:54:02.000000+00:00\", \"2020-03-31 11:12:57.000000+00:00\"], \"session_ids\": [\"6de62adc-ba0b-4d0e-a648-5fd85f529e0e\", \"b8b34198-4539-4e6a-b204-bd5f78a684c8\", \"a5e3401b-2c09-47d1-9e03-c26e2aad7014\", \"661f4cda-c9dc-4619-9776-f49212ca1c9f\", \"e4780d51-3ba5-4b9a-9458-2ebb3a69ff59\", \"b8f459fe-f061-452f-8636-d6a2653ec20c\"], \"total_duration\": 157.0, \"total_sessions\": 6, \"mean_week_duration\": 0.94}, \"62326\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-12-18 19:51:41.000000+00:00\", \"2021-08-14 13:15:28.000000+00:00\"], \"session_ids\": [\"e47cea6d-6dfd-4f2c-b02e-03a6f4e4889b\", \"aaafbe03-8403-44c6-8cff-4028eb33759d\"], \"total_duration\": 484.0, \"total_sessions\": 2, \"mean_week_duration\": 26.889}, \"26370\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-12-06 02:05:24.000000+00:00\", \"2023-05-15 09:52:49.000000+00:00\"], \"session_ids\": [\"78100657-abfd-464c-aea3-5c74f0c0c61e\", \"3994e92d-ffff-4a2b-b25e-475578e5efcc\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 4.304}, \"92038\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-13 23:48:16.000000+00:00\", \"2022-09-23 16:53:28.000000+00:00\", \"2019-01-14 18:31:03.000000+00:00\", \"2021-11-18 12:32:18.000000+00:00\", \"2022-04-29 17:46:57.000000+00:00\", \"2023-05-24 07:17:51.000000+00:00\", \"2019-06-20 10:58:30.000000+00:00\", \"2021-12-13 17:03:48.000000+00:00\", \"2020-12-23 11:02:59.000000+00:00\"], \"session_ids\": [\"2409ff7e-eef9-4b38-b98a-8f2097f1886e\", \"ce13f9ea-2915-4f0d-a3a7-0cd48453f2ae\", \"32e60560-111e-4aab-ae0e-b7bc073698d5\", \"b3eab6e8-902c-4b7b-9113-cf95b0ac5360\", \"e08e7d11-d51f-47f1-aa27-ac2585c40acb\", \"54e6bd76-c7a1-4b55-815a-baf1d5074b7d\", \"9ad718c2-b645-4c8b-8a8d-e7a6d3c18c36\", \"65c78fc8-7671-4c43-8b25-20040e57d951\", \"d027da26-b37e-489a-9ab4-67d5a55a7661\"], \"total_duration\": 23157.0, \"total_sessions\": 9, \"mean_week_duration\": 101.566}, \"15549\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-11-24 22:05:03.000000+00:00\", \"2022-08-25 13:06:35.000000+00:00\"], \"session_ids\": [\"a6aee720-d0be-40c2-8002-32c69df6a23c\", \"28861413-d237-4fae-9f39-956a14bef42a\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.208}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 1127"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\"]]}, \"all_values\": {\"total_duration\": [[1127, 3072]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92038\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-13 23:48:16.000000+00:00\", \"2022-09-23 16:53:28.000000+00:00\", \"2019-01-14 18:31:03.000000+00:00\", \"2021-11-18 12:32:18.000000+00:00\", \"2022-04-29 17:46:57.000000+00:00\", \"2023-05-24 07:17:51.000000+00:00\", \"2019-06-20 10:58:30.000000+00:00\", \"2021-12-13 17:03:48.000000+00:00\", \"2020-12-23 11:02:59.000000+00:00\"], \"session_ids\": [\"2409ff7e-eef9-4b38-b98a-8f2097f1886e\", \"ce13f9ea-2915-4f0d-a3a7-0cd48453f2ae\", \"32e60560-111e-4aab-ae0e-b7bc073698d5\", \"b3eab6e8-902c-4b7b-9113-cf95b0ac5360\", \"e08e7d11-d51f-47f1-aa27-ac2585c40acb\", \"54e6bd76-c7a1-4b55-815a-baf1d5074b7d\", \"9ad718c2-b645-4c8b-8a8d-e7a6d3c18c36\", \"65c78fc8-7671-4c43-8b25-20040e57d951\", \"d027da26-b37e-489a-9ab4-67d5a55a7661\"], \"total_duration\": 23157.0, \"total_sessions\": 9, \"mean_week_duration\": 101.566}}\n```\n"
}
] |
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