conversations
list |
|---|
[
{
"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[{\"83935\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-09-30 06:29:30.000000+00:00\", \"2021-02-21 16:41:11.000000+00:00\", \"2022-05-18 02:44:26.000000+00:00\", \"2022-04-19 19:14:01.000000+00:00\", \"2019-09-29 12:49:30.000000+00:00\", \"2022-04-05 03:11:51.000000+00:00\", \"2019-09-15 21:11:02.000000+00:00\"], \"session_ids\": [\"23e50fd5-03a1-4394-9ca9-6bbcd6510f6f\", \"68597882-46b5-40da-a8e7-fbafe1d6fc09\", \"238c3750-3017-4024-ae37-4238b4f45a35\", \"fc91e2a7-3010-4877-aed0-21336e61722c\", \"af1ec810-c293-4f90-bef0-4505321e4387\", \"841433c6-df2a-4f93-b36e-18d38084506d\", \"9ce09b02-dfa3-43aa-8074-824d1658b80d\"], \"total_duration\": 6127.0, \"total_sessions\": 7, \"mean_week_duration\": 43.764}}, {\"21266\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2019-02-06 07:09:16.000000+00:00\", \"2021-09-27 21:00:27.000000+00:00\", \"2022-05-09 10:42:31.000000+00:00\", \"2020-03-09 16:54:22.000000+00:00\"], \"session_ids\": [\"05066649-31dd-486e-ae2d-1aaf795624b1\", \"199e523b-5c0f-45a1-b9b8-542b496e9f95\", \"586e157e-ed3f-4c97-91ec-f2f5673ebe41\", \"501c5760-ac1a-48ce-a51e-7dd0c32cede5\"], \"total_duration\": 98.0, \"total_sessions\": 4, \"mean_week_duration\": 0.576}}, {\"40749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-07-20 02:42:48.000000+00:00\", \"2021-07-07 07:24:45.000000+00:00\", \"2019-06-24 15:43:41.000000+00:00\", \"2022-12-24 12:25:24.000000+00:00\", \"2023-04-03 18:11:02.000000+00:00\", \"2021-09-15 19:59:02.000000+00:00\", \"2022-02-27 02:27:11.000000+00:00\", \"2021-10-29 02:43:31.000000+00:00\", \"2019-03-11 13:58:58.000000+00:00\", \"2019-10-10 17:13:42.000000+00:00\"], \"session_ids\": [\"735067fb-fe83-4155-86dd-2f14a043a1af\", \"d083cdc3-4b0d-4b69-ac84-c47cb56650a8\", \"dd790077-6a04-428f-b6ab-9a48fa67225a\", \"0e1275ff-61ad-4b50-b2e4-e963c9f17564\", \"bdc2801f-8f4e-4cdc-aff5-116d826cdabc\", \"41524f25-5d0a-4309-bb96-78d2f94534cb\", \"92e9de32-447c-4332-9c6f-e2a5826784bb\", \"4357dc0a-238e-4479-a2e3-43aab4dd92a1\", \"109c54c1-f00b-455c-bf69-e3970e7a0780\", \"09632c93-ab9c-44f5-8826-744f716a18fc\"], \"total_duration\": 39099.0, \"total_sessions\": 10, \"mean_week_duration\": 184.429}}]\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 2 users whose sum of sessions is exactly 3 and implement sorting by overall total duration form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"20202\": {\"keyflows\": {\"Sign In Flow\": 9}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-11 02:06:45.000000+00:00\", \"2020-11-08 07:35:21.000000+00:00\", \"2020-07-27 02:40:31.000000+00:00\", \"2019-02-20 02:06:42.000000+00:00\"], \"session_ids\": [\"77b1918c-97c5-46f9-af08-f4a11161ab8e\", \"ff1411a5-fed7-4ff9-930a-01baa0d10931\", \"c1499be7-a829-462e-8bce-132def0f6b1f\", \"7639fc37-e48d-4522-bc0d-4196e50ddfb0\"], \"total_duration\": 180.0, \"total_sessions\": 4, \"mean_week_duration\": 1.607}, \"34697\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-06 11:02:33.000000+00:00\", \"2020-04-30 19:51:14.000000+00:00\"], \"session_ids\": [\"c1286ab8-b52a-479c-9bfc-c105b871d892\", \"45082ac2-4111-4b4f-b508-c8ddb9606ae6\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 1.053}, \"23852\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-20 23:36:24.000000+00:00\", \"2019-12-24 19:30:46.000000+00:00\"], \"session_ids\": [\"603a0fa7-d08f-4ba7-8d71-569b9b54d910\", \"5d828969-f77b-4898-886f-8ef61143081c\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 2.092}, \"97604\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-07-25 22:50:19.000000+00:00\", \"2022-12-19 07:14:11.000000+00:00\"], \"session_ids\": [\"8b276a37-3b1e-420b-a2d5-fce7668efcd2\", \"00b5435b-5a0c-456d-a8aa-2b8f546b7090\"], \"total_duration\": 468.0, \"total_sessions\": 2, \"mean_week_duration\": 2.629}, \"98552\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-05-31 19:47:33.000000+00:00\", \"2021-12-16 20:51:56.000000+00:00\"], \"session_ids\": [\"8c9380ba-095a-4195-a898-83dd2ebdbabd\", \"656e0de1-d81d-4b5b-a4cc-a5f10cbdc4ff\"], \"total_duration\": 81.0, \"total_sessions\": 2, \"mean_week_duration\": 2.793}, \"63891\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-08-13 11:37:54.000000+00:00\", \"2021-11-06 20:17:32.000000+00:00\", \"2022-06-04 23:53:24.000000+00:00\", \"2020-07-17 11:33:36.000000+00:00\", \"2021-07-29 15:02:23.000000+00:00\", \"2019-06-17 03:31:24.000000+00:00\", \"2020-04-17 10:23:18.000000+00:00\", \"2020-09-08 11:33:57.000000+00:00\"], \"session_ids\": [\"7d7def59-31c3-4928-9fb2-b63ce138c88e\", \"df8c0381-0894-4b95-8706-20e415625034\", \"20eb45b3-1c2d-4911-b34d-4db13de34d89\", \"f7ae8825-e5d1-42a3-93e4-bbbbb7af13e4\", \"7b0de279-6695-4852-8278-36659794ae90\", \"e3df481b-8b19-4d66-9423-4bbd4f67603f\", \"3a79bbb9-f9ae-4e6a-a352-8ee1b4083a79\", \"ce506ada-2ca8-494f-999a-c47f4ab7ebc3\"], \"total_duration\": 12175.0, \"total_sessions\": 8, \"mean_week_duration\": 73.788}, \"55697\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-03-04 07:48:37.000000+00:00\", \"2021-09-03 03:55:20.000000+00:00\"], \"session_ids\": [\"4a765e74-33bd-4d22-bb50-e9a81cc7a95b\", \"5782576a-9081-4ab2-b133-dd50a86889f6\"], \"total_duration\": 40.0, \"total_sessions\": 2, \"mean_week_duration\": 1.538}, \"4386\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-04-09 00:16:49.000000+00:00\", \"2019-01-13 16:32:30.000000+00:00\"], \"session_ids\": [\"46fb0937-8ef2-4ba4-800c-16eee84e2e5e\", \"08c5984b-0b3f-43d0-b43a-0fca16b46a02\"], \"total_duration\": 258.0, \"total_sessions\": 2, \"mean_week_duration\": 2.205}, \"29829\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-03-01 00:19:43.000000+00:00\", \"2019-12-23 17:49:32.000000+00:00\", \"2021-04-14 23:35:36.000000+00:00\", \"2020-09-06 21:02:07.000000+00:00\"], \"session_ids\": [\"61ae0332-140c-47f0-8399-f265d26a4f50\", \"c366422d-d3fc-4fa1-89d0-080b408b55f3\", \"1d95ef5d-5762-45a5-aa60-af144c9c4576\", \"ab1b3390-8dea-4297-aa43-52ae5cf2513e\"], \"total_duration\": 1836.0, \"total_sessions\": 4, \"mean_week_duration\": 26.609}, \"43670\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-02-16 13:46:09.000000+00:00\", \"2021-07-10 17:45:41.000000+00:00\", \"2021-01-03 06:43:38.000000+00:00\", \"2020-09-08 16:26:07.000000+00:00\"], \"session_ids\": [\"902bfd99-1171-435e-a0cf-6f1173795e69\", \"ae799be1-d8d6-464e-ba06-92a30dd9267e\", \"2236841f-4bd5-44a7-82d9-e6fd0f4e9a13\", \"b7a5bfc5-ece9-4d1f-87a6-e8a218ad86fc\"], \"total_duration\": 635.0, \"total_sessions\": 4, \"mean_week_duration\": 8.699}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are 3"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"==\"]]}, \"all_values\": {\"total_sessions\": [[3, 9]]}}}\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": "Display to me user information who isn't folk of the city Edinburgh plus apply sorting by city name form the highest value to the lowest 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{\"12183\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-19 20:05:04.000000+00:00\", \"2020-03-10 02:42:14.000000+00:00\", \"2020-03-24 06:56:21.000000+00:00\", \"2022-12-29 07:44:45.000000+00:00\", \"2019-10-30 07:24:43.000000+00:00\", \"2020-02-09 03:01:34.000000+00:00\", \"2020-07-06 15:14:30.000000+00:00\", \"2019-10-23 18:47:25.000000+00:00\", \"2022-11-08 18:42:43.000000+00:00\", \"2020-09-13 04:15:18.000000+00:00\"], \"session_ids\": [\"c4ceae17-85aa-4566-ba55-2e1f0e3a4f7c\", \"929ba0d3-3234-401f-b4bf-5d2b638a84a0\", \"a916c607-d5cb-434c-b504-50ec75f6790c\", \"f2af0b61-0c8f-4f74-9942-f537c4bbcff3\", \"4b7b000d-8647-46bb-b0d9-d4d1aeab3fca\", \"43203f04-417c-4e41-983c-d9672fbc0037\", \"178ee223-8612-46c4-a12e-54305bd87865\", \"c7982878-4dd4-4e9e-a7f6-5f2d185ccc77\", \"970bf055-4efd-43b9-ad7d-3ff75e0b5c3c\", \"1dc1d1ee-306f-4203-bf61-72b44b4e82b3\"], \"total_duration\": 19513.0, \"total_sessions\": 10, \"mean_week_duration\": 117.548}, \"14771\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-03-04 04:00:51.000000+00:00\", \"2020-12-03 14:10:13.000000+00:00\"], \"session_ids\": [\"58dbec04-12c6-4f55-938f-0224d9d56346\", \"09ffb4fa-90f2-4877-a1e2-120475a5cdee\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"56778\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-06 15:21:17.000000+00:00\", \"2022-09-19 01:17:51.000000+00:00\"], \"session_ids\": [\"5d3c351a-b923-4557-86e4-6c712a54f130\", \"82d49d9d-7476-4646-b715-fd63c3d3f049\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 1.601}, \"3863\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-26 05:09:12.000000+00:00\", \"2023-04-17 06:12:28.000000+00:00\"], \"session_ids\": [\"e7773cd1-499e-40ba-9ee5-0720f8f76825\", \"4a99c9f0-4eee-4f3d-a10d-0c5383a91804\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 5.759}, \"46425\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-21 13:18:35.000000+00:00\", \"2019-12-03 15:57:30.000000+00:00\", \"2021-02-20 22:04:34.000000+00:00\", \"2022-05-18 18:07:44.000000+00:00\"], \"session_ids\": [\"d6b68f04-64b7-40b0-869a-d599b59b4a69\", \"0b1f28f5-a705-4407-bef8-a3e5264192a8\", \"bd7dc5d2-8efe-4ab2-bb0e-7a0be0bdcc7a\", \"78feed39-33de-43cb-a3c0-a65918adb739\"], \"total_duration\": 110.0, \"total_sessions\": 4, \"mean_week_duration\": 0.775}, \"2468\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-22 17:43:28.000000+00:00\", \"2022-04-15 10:11:18.000000+00:00\"], \"session_ids\": [\"3ee627ff-4fd9-4254-96f4-dae35740eb5c\", \"b772d035-08a8-4da9-87e1-9c092ccee1e1\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"25334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-13 04:26:52.000000+00:00\", \"2023-01-03 16:38:10.000000+00:00\", \"2022-05-31 22:55:45.000000+00:00\", \"2020-10-24 06:17:34.000000+00:00\"], \"session_ids\": [\"cbe5707a-130d-49cc-8bcf-1747b716e4ca\", \"38c7cc02-0ae2-4e86-98a5-0bfee2b33364\", \"61b0aa53-fa20-4ec7-ab6e-c7179c1a9e5b\", \"a38d3763-0b17-4860-8105-eccdeae05986\"], \"total_duration\": 352.0, \"total_sessions\": 4, \"mean_week_duration\": 3.061}, \"33971\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-10-13 04:13:02.000000+00:00\", \"2021-09-07 08:57:01.000000+00:00\", \"2021-05-06 04:55:07.000000+00:00\", \"2023-01-10 01:24:32.000000+00:00\"], \"session_ids\": [\"4a6daa62-f724-4930-86df-ecdb626be270\", \"92f444c0-9c14-44e8-a508-716789f650ed\", \"50ccf5a5-b422-40e2-894a-078448c00336\", \"f19ada26-da06-4016-96db-b28a4bd5a119\"], \"total_duration\": 854.0, \"total_sessions\": 4, \"mean_week_duration\": 9.705}, \"63495\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-06-03 12:26:20.000000+00:00\", \"2022-06-03 12:18:15.000000+00:00\"], \"session_ids\": [\"b272ff37-77dd-4bf2-a894-986a30aab0b3\", \"76e5f81f-637b-47ee-8ac1-e4886a5f4b62\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.302}, \"42231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-14 13:33:46.000000+00:00\", \"2019-02-20 21:21:28.000000+00:00\", \"2020-06-13 00:26:23.000000+00:00\"], \"session_ids\": [\"86f5ffcc-6c64-4b5b-8c1e-eeb48697f2c2\", \"c6ed9543-2d84-4992-af20-d517bbd591d0\", \"36ccc79a-4901-4fc1-9048-b5850310b6b9\"], \"total_duration\": 112.0, \"total_sessions\": 3, \"mean_week_duration\": 0.926}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Edinburgh"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Edinburgh\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"12183\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-19 20:05:04.000000+00:00\", \"2020-03-10 02:42:14.000000+00:00\", \"2020-03-24 06:56:21.000000+00:00\", \"2022-12-29 07:44:45.000000+00:00\", \"2019-10-30 07:24:43.000000+00:00\", \"2020-02-09 03:01:34.000000+00:00\", \"2020-07-06 15:14:30.000000+00:00\", \"2019-10-23 18:47:25.000000+00:00\", \"2022-11-08 18:42:43.000000+00:00\", \"2020-09-13 04:15:18.000000+00:00\"], \"session_ids\": [\"c4ceae17-85aa-4566-ba55-2e1f0e3a4f7c\", \"929ba0d3-3234-401f-b4bf-5d2b638a84a0\", \"a916c607-d5cb-434c-b504-50ec75f6790c\", \"f2af0b61-0c8f-4f74-9942-f537c4bbcff3\", \"4b7b000d-8647-46bb-b0d9-d4d1aeab3fca\", \"43203f04-417c-4e41-983c-d9672fbc0037\", \"178ee223-8612-46c4-a12e-54305bd87865\", \"c7982878-4dd4-4e9e-a7f6-5f2d185ccc77\", \"970bf055-4efd-43b9-ad7d-3ff75e0b5c3c\", \"1dc1d1ee-306f-4203-bf61-72b44b4e82b3\"], \"total_duration\": 19513.0, \"total_sessions\": 10, \"mean_week_duration\": 117.548}, \"14771\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-03-04 04:00:51.000000+00:00\", \"2020-12-03 14:10:13.000000+00:00\"], \"session_ids\": [\"58dbec04-12c6-4f55-938f-0224d9d56346\", \"09ffb4fa-90f2-4877-a1e2-120475a5cdee\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}, \"56778\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-06 15:21:17.000000+00:00\", \"2022-09-19 01:17:51.000000+00:00\"], \"session_ids\": [\"5d3c351a-b923-4557-86e4-6c712a54f130\", \"82d49d9d-7476-4646-b715-fd63c3d3f049\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 1.601}, \"3863\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-26 05:09:12.000000+00:00\", \"2023-04-17 06:12:28.000000+00:00\"], \"session_ids\": [\"e7773cd1-499e-40ba-9ee5-0720f8f76825\", \"4a99c9f0-4eee-4f3d-a10d-0c5383a91804\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 5.759}, \"46425\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-21 13:18:35.000000+00:00\", \"2019-12-03 15:57:30.000000+00:00\", \"2021-02-20 22:04:34.000000+00:00\", \"2022-05-18 18:07:44.000000+00:00\"], \"session_ids\": [\"d6b68f04-64b7-40b0-869a-d599b59b4a69\", \"0b1f28f5-a705-4407-bef8-a3e5264192a8\", \"bd7dc5d2-8efe-4ab2-bb0e-7a0be0bdcc7a\", \"78feed39-33de-43cb-a3c0-a65918adb739\"], \"total_duration\": 110.0, \"total_sessions\": 4, \"mean_week_duration\": 0.775}, \"2468\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-22 17:43:28.000000+00:00\", \"2022-04-15 10:11:18.000000+00:00\"], \"session_ids\": [\"3ee627ff-4fd9-4254-96f4-dae35740eb5c\", \"b772d035-08a8-4da9-87e1-9c092ccee1e1\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}, \"25334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-13 04:26:52.000000+00:00\", \"2023-01-03 16:38:10.000000+00:00\", \"2022-05-31 22:55:45.000000+00:00\", \"2020-10-24 06:17:34.000000+00:00\"], \"session_ids\": [\"cbe5707a-130d-49cc-8bcf-1747b716e4ca\", \"38c7cc02-0ae2-4e86-98a5-0bfee2b33364\", \"61b0aa53-fa20-4ec7-ab6e-c7179c1a9e5b\", \"a38d3763-0b17-4860-8105-eccdeae05986\"], \"total_duration\": 352.0, \"total_sessions\": 4, \"mean_week_duration\": 3.061}, \"33971\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-10-13 04:13:02.000000+00:00\", \"2021-09-07 08:57:01.000000+00:00\", \"2021-05-06 04:55:07.000000+00:00\", \"2023-01-10 01:24:32.000000+00:00\"], \"session_ids\": [\"4a6daa62-f724-4930-86df-ecdb626be270\", \"92f444c0-9c14-44e8-a508-716789f650ed\", \"50ccf5a5-b422-40e2-894a-078448c00336\", \"f19ada26-da06-4016-96db-b28a4bd5a119\"], \"total_duration\": 854.0, \"total_sessions\": 4, \"mean_week_duration\": 9.705}, \"63495\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-06-03 12:26:20.000000+00:00\", \"2022-06-03 12:18:15.000000+00:00\"], \"session_ids\": [\"b272ff37-77dd-4bf2-a894-986a30aab0b3\", \"76e5f81f-637b-47ee-8ac1-e4886a5f4b62\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.302}, \"42231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-14 13:33:46.000000+00:00\", \"2019-02-20 21:21:28.000000+00:00\", \"2020-06-13 00:26:23.000000+00:00\"], \"session_ids\": [\"86f5ffcc-6c64-4b5b-8c1e-eeb48697f2c2\", \"c6ed9543-2d84-4992-af20-d517bbd591d0\", \"36ccc79a-4901-4fc1-9048-b5850310b6b9\"], \"total_duration\": 112.0, \"total_sessions\": 3, \"mean_week_duration\": 0.926}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"63495\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-06-03 12:26:20.000000+00:00\", \"2022-06-03 12:18:15.000000+00:00\"], \"session_ids\": [\"b272ff37-77dd-4bf2-a894-986a30aab0b3\", \"76e5f81f-637b-47ee-8ac1-e4886a5f4b62\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.302}}, {\"56778\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-07-06 15:21:17.000000+00:00\", \"2022-09-19 01:17:51.000000+00:00\"], \"session_ids\": [\"5d3c351a-b923-4557-86e4-6c712a54f130\", \"82d49d9d-7476-4646-b715-fd63c3d3f049\"], \"total_duration\": 269.0, \"total_sessions\": 2, \"mean_week_duration\": 1.601}}, {\"12183\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-04-19 20:05:04.000000+00:00\", \"2020-03-10 02:42:14.000000+00:00\", \"2020-03-24 06:56:21.000000+00:00\", \"2022-12-29 07:44:45.000000+00:00\", \"2019-10-30 07:24:43.000000+00:00\", \"2020-02-09 03:01:34.000000+00:00\", \"2020-07-06 15:14:30.000000+00:00\", \"2019-10-23 18:47:25.000000+00:00\", \"2022-11-08 18:42:43.000000+00:00\", \"2020-09-13 04:15:18.000000+00:00\"], \"session_ids\": [\"c4ceae17-85aa-4566-ba55-2e1f0e3a4f7c\", \"929ba0d3-3234-401f-b4bf-5d2b638a84a0\", \"a916c607-d5cb-434c-b504-50ec75f6790c\", \"f2af0b61-0c8f-4f74-9942-f537c4bbcff3\", \"4b7b000d-8647-46bb-b0d9-d4d1aeab3fca\", \"43203f04-417c-4e41-983c-d9672fbc0037\", \"178ee223-8612-46c4-a12e-54305bd87865\", \"c7982878-4dd4-4e9e-a7f6-5f2d185ccc77\", \"970bf055-4efd-43b9-ad7d-3ff75e0b5c3c\", \"1dc1d1ee-306f-4203-bf61-72b44b4e82b3\"], \"total_duration\": 19513.0, \"total_sessions\": 10, \"mean_week_duration\": 117.548}}, {\"33971\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-10-13 04:13:02.000000+00:00\", \"2021-09-07 08:57:01.000000+00:00\", \"2021-05-06 04:55:07.000000+00:00\", \"2023-01-10 01:24:32.000000+00:00\"], \"session_ids\": [\"4a6daa62-f724-4930-86df-ecdb626be270\", \"92f444c0-9c14-44e8-a508-716789f650ed\", \"50ccf5a5-b422-40e2-894a-078448c00336\", \"f19ada26-da06-4016-96db-b28a4bd5a119\"], \"total_duration\": 854.0, \"total_sessions\": 4, \"mean_week_duration\": 9.705}}, {\"2468\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-22 17:43:28.000000+00:00\", \"2022-04-15 10:11:18.000000+00:00\"], \"session_ids\": [\"3ee627ff-4fd9-4254-96f4-dae35740eb5c\", \"b772d035-08a8-4da9-87e1-9c092ccee1e1\"], \"total_duration\": 130.0, \"total_sessions\": 2, \"mean_week_duration\": 1.0}}, {\"14771\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-03-04 04:00:51.000000+00:00\", \"2020-12-03 14:10:13.000000+00:00\"], \"session_ids\": [\"58dbec04-12c6-4f55-938f-0224d9d56346\", \"09ffb4fa-90f2-4877-a1e2-120475a5cdee\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 2.0}}, {\"25334\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-09-13 04:26:52.000000+00:00\", \"2023-01-03 16:38:10.000000+00:00\", \"2022-05-31 22:55:45.000000+00:00\", \"2020-10-24 06:17:34.000000+00:00\"], \"session_ids\": [\"cbe5707a-130d-49cc-8bcf-1747b716e4ca\", \"38c7cc02-0ae2-4e86-98a5-0bfee2b33364\", \"61b0aa53-fa20-4ec7-ab6e-c7179c1a9e5b\", \"a38d3763-0b17-4860-8105-eccdeae05986\"], \"total_duration\": 352.0, \"total_sessions\": 4, \"mean_week_duration\": 3.061}}, {\"3863\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-26 05:09:12.000000+00:00\", \"2023-04-17 06:12:28.000000+00:00\"], \"session_ids\": [\"e7773cd1-499e-40ba-9ee5-0720f8f76825\", \"4a99c9f0-4eee-4f3d-a10d-0c5383a91804\"], \"total_duration\": 167.0, \"total_sessions\": 2, \"mean_week_duration\": 5.759}}, {\"46425\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-08-21 13:18:35.000000+00:00\", \"2019-12-03 15:57:30.000000+00:00\", \"2021-02-20 22:04:34.000000+00:00\", \"2022-05-18 18:07:44.000000+00:00\"], \"session_ids\": [\"d6b68f04-64b7-40b0-869a-d599b59b4a69\", \"0b1f28f5-a705-4407-bef8-a3e5264192a8\", \"bd7dc5d2-8efe-4ab2-bb0e-7a0be0bdcc7a\", \"78feed39-33de-43cb-a3c0-a65918adb739\"], \"total_duration\": 110.0, \"total_sessions\": 4, \"mean_week_duration\": 0.775}}, {\"42231\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-06-14 13:33:46.000000+00:00\", \"2019-02-20 21:21:28.000000+00:00\", \"2020-06-13 00:26:23.000000+00:00\"], \"session_ids\": [\"86f5ffcc-6c64-4b5b-8c1e-eeb48697f2c2\", \"c6ed9543-2d84-4992-af20-d517bbd591d0\", \"36ccc79a-4901-4fc1-9048-b5850310b6b9\"], \"total_duration\": 112.0, \"total_sessions\": 3, \"mean_week_duration\": 0.926}}]\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[{\"63495\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-06-03 12:26:20.000000+00:00\", \"2022-06-03 12:18:15.000000+00:00\"], \"session_ids\": [\"b272ff37-77dd-4bf2-a894-986a30aab0b3\", \"76e5f81f-637b-47ee-8ac1-e4886a5f4b62\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.302}}]\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[{\"63495\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-06-03 12:26:20.000000+00:00\", \"2022-06-03 12:18:15.000000+00:00\"], \"session_ids\": [\"b272ff37-77dd-4bf2-a894-986a30aab0b3\", \"76e5f81f-637b-47ee-8ac1-e4886a5f4b62\"], \"total_duration\": 69.0, \"total_sessions\": 2, \"mean_week_duration\": 1.302}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about 7 users with a quantity of sessions that is above 6 and below 3, exclusive 6 and in addition execute sorting by total sessoins count asc additionaly provide me only with 2 pieces of information."
}
] |
[
{
"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{\"58396\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-01 01:12:32.000000+00:00\", \"2021-06-07 23:01:10.000000+00:00\", \"2021-08-30 06:24:53.000000+00:00\", \"2019-06-16 16:27:50.000000+00:00\", \"2020-11-24 08:39:59.000000+00:00\", \"2019-01-25 03:07:18.000000+00:00\", \"2019-07-28 03:31:06.000000+00:00\", \"2020-11-25 08:37:33.000000+00:00\", \"2020-10-14 03:34:25.000000+00:00\", \"2022-02-12 17:23:46.000000+00:00\", \"2021-05-25 06:39:16.000000+00:00\"], \"session_ids\": [\"17439b85-b7b2-42db-a90f-38316b99f434\", \"750e2008-abf6-4849-b75b-38a696e6cf7d\", \"db4c60c5-cad1-4114-b6b9-a295d322eae7\", \"03ccb67b-d054-4fcc-9242-dfba90769b72\", \"65678c02-05ff-4a51-8f98-707550692415\", \"b5b2807e-5822-422e-bd00-dc31cbcce068\", \"82e22310-f5d5-4fe8-8b30-3101c5a3162c\", \"767ee2c6-5cb1-4ee8-bf92-094e89b293d7\", \"e54d071c-ad04-4d42-8e9d-b44a5ff733f2\", \"a4a30b86-8dcf-48cb-87a4-680577827818\", \"7671bbeb-8a1b-4b3e-a091-18ac73d9f0f5\"], \"total_duration\": 7088.0, \"total_sessions\": 11, \"mean_week_duration\": 44.3}, \"6685\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-25 05:10:53.000000+00:00\", \"2019-01-04 15:15:51.000000+00:00\"], \"session_ids\": [\"3b1476e6-db14-4d61-ab54-eae1a8363a12\", \"0e1ed279-76e7-4650-9f3a-25f12eb9839d\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 2.425}, \"49931\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-08-14 11:41:34.000000+00:00\", \"2023-03-06 11:46:47.000000+00:00\", \"2019-05-19 01:59:21.000000+00:00\", \"2019-04-03 22:45:50.000000+00:00\", \"2023-04-08 13:54:57.000000+00:00\"], \"session_ids\": [\"89b7aae3-4b94-4fe3-95e7-b86625c2c18e\", \"085a15ff-f632-4f8c-8d12-7d26c20af510\", \"01426c7c-a4f6-4bb6-8a60-fefc1c0b5800\", \"b93ecf9f-3561-48b9-9b41-d6fdb9aff027\", \"e95243a2-5828-422d-90e1-c0b4ee066c24\"], \"total_duration\": 120.0, \"total_sessions\": 5, \"mean_week_duration\": 0.571}, \"61995\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-16 13:22:06.000000+00:00\", \"2019-03-23 16:33:46.000000+00:00\"], \"session_ids\": [\"fa6b7acc-e329-4503-ae02-3ab0f4609d03\", \"070ce225-d0f9-4a9a-8adb-6b99d45d08b8\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.857}, \"34596\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-03-28 23:43:20.000000+00:00\", \"2023-04-23 22:53:32.000000+00:00\", \"2019-07-02 03:30:16.000000+00:00\", \"2019-04-09 13:03:43.000000+00:00\", \"2021-10-22 01:05:02.000000+00:00\", \"2021-12-20 14:11:44.000000+00:00\"], \"session_ids\": [\"6332960c-7532-4845-9404-bfcd33aecfd3\", \"3f528440-0bde-4720-9619-b63a5170ec45\", \"f13f940d-5047-41dc-a17a-b45b1f385870\", \"fd9ffdf8-3cf8-4fac-ad6a-c42c5379af41\", \"1adf9caa-70d0-4694-afc0-7dff3055bd3a\", \"afb53556-bf94-4152-89d0-4b8ccb779700\"], \"total_duration\": 96.0, \"total_sessions\": 6, \"mean_week_duration\": 0.455}, \"57163\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-10-04 01:43:05.000000+00:00\", \"2019-09-16 17:31:37.000000+00:00\", \"2019-07-12 01:59:54.000000+00:00\", \"2020-06-06 05:17:31.000000+00:00\"], \"session_ids\": [\"6ac72ec4-583e-4e59-859a-ade48824bf8c\", \"c3ca6e08-4cd5-4155-940b-c6f6f0286800\", \"a298bf9e-fb82-47b5-a0c1-155dd98b9aff\", \"101cf63d-7953-4241-ad4b-497d8a9310a9\"], \"total_duration\": 476.0, \"total_sessions\": 4, \"mean_week_duration\": 2.817}, \"2881\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-11-09 23:01:12.000000+00:00\", \"2023-05-03 20:03:19.000000+00:00\", \"2019-01-04 04:28:19.000000+00:00\", \"2022-09-01 07:51:58.000000+00:00\"], \"session_ids\": [\"4101c567-ff7e-4005-a9db-25dec28a938b\", \"15734621-3d0e-4e62-8654-698969701b03\", \"1f0247e7-9a39-49be-9a7f-67270fa71f81\", \"ca6be33d-e87f-42df-a3f4-8cebbfa3dc17\"], \"total_duration\": 361.0, \"total_sessions\": 4, \"mean_week_duration\": 1.597}, \"30655\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-03-26 14:31:16.000000+00:00\", \"2020-10-13 05:20:37.000000+00:00\"], \"session_ids\": [\"81823a1f-0796-4fbe-a2d5-1b9aba63d835\", \"a416a9fb-ece6-43d3-b33e-3539cf899316\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 13.586}, \"34699\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-27 04:56:53.000000+00:00\", \"2023-03-08 22:47:49.000000+00:00\", \"2020-04-16 19:13:09.000000+00:00\", \"2022-12-11 10:45:19.000000+00:00\", \"2023-01-05 21:29:01.000000+00:00\", \"2020-05-18 04:33:57.000000+00:00\", \"2022-12-27 16:55:34.000000+00:00\", \"2020-09-23 06:22:26.000000+00:00\", \"2020-08-16 07:26:39.000000+00:00\", \"2020-07-09 05:22:26.000000+00:00\"], \"session_ids\": [\"c033e74e-aa40-459d-bf67-2d40b25b6501\", \"e1a6ff05-2302-4cf4-8278-8776690f4a7b\", \"8abea748-62ab-42d1-9c36-1811768108d7\", \"dcaaf44a-9ead-4558-85ab-a3ea4dfea21d\", \"dffdec9d-5e61-47d4-8388-c7ee47fe14c7\", \"3dd3281e-4747-463b-80a3-c4f86156267d\", \"546b4986-2b22-4ee8-90ce-2a29b7a1c264\", \"79799c54-170f-46d7-9583-f9b2a6ec94ea\", \"da003a52-1308-4f22-a9ae-3c56361f5161\", \"84a8ada5-93ae-4182-8863-b4ebe7f774fd\"], \"total_duration\": 1217.0, \"total_sessions\": 10, \"mean_week_duration\": 8.06}, \"45231\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-03-07 21:40:34.000000+00:00\", \"2021-03-08 21:25:38.000000+00:00\", \"2020-02-22 23:28:12.000000+00:00\", \"2022-03-31 13:47:43.000000+00:00\"], \"session_ids\": [\"ddbc8a4a-d613-4b3e-a683-499fbc3af194\", \"134b0eaf-6dcd-4af5-89c1-18e241c3dbdb\", \"7c4b7628-67b1-4828-a668-579b274d07f3\", \"77eae61c-a8f6-4af2-819e-aae27daeee3c\"], \"total_duration\": 47.0, \"total_sessions\": 4, \"mean_week_duration\": 0.296}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 3 and are greater than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_sessions\": [[3, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6685\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-25 05:10:53.000000+00:00\", \"2019-01-04 15:15:51.000000+00:00\"], \"session_ids\": [\"3b1476e6-db14-4d61-ab54-eae1a8363a12\", \"0e1ed279-76e7-4650-9f3a-25f12eb9839d\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 2.425}, \"61995\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-16 13:22:06.000000+00:00\", \"2019-03-23 16:33:46.000000+00:00\"], \"session_ids\": [\"fa6b7acc-e329-4503-ae02-3ab0f4609d03\", \"070ce225-d0f9-4a9a-8adb-6b99d45d08b8\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.857}, \"30655\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-03-26 14:31:16.000000+00:00\", \"2020-10-13 05:20:37.000000+00:00\"], \"session_ids\": [\"81823a1f-0796-4fbe-a2d5-1b9aba63d835\", \"a416a9fb-ece6-43d3-b33e-3539cf899316\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 13.586}, \"58396\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-01 01:12:32.000000+00:00\", \"2021-06-07 23:01:10.000000+00:00\", \"2021-08-30 06:24:53.000000+00:00\", \"2019-06-16 16:27:50.000000+00:00\", \"2020-11-24 08:39:59.000000+00:00\", \"2019-01-25 03:07:18.000000+00:00\", \"2019-07-28 03:31:06.000000+00:00\", \"2020-11-25 08:37:33.000000+00:00\", \"2020-10-14 03:34:25.000000+00:00\", \"2022-02-12 17:23:46.000000+00:00\", \"2021-05-25 06:39:16.000000+00:00\"], \"session_ids\": [\"17439b85-b7b2-42db-a90f-38316b99f434\", \"750e2008-abf6-4849-b75b-38a696e6cf7d\", \"db4c60c5-cad1-4114-b6b9-a295d322eae7\", \"03ccb67b-d054-4fcc-9242-dfba90769b72\", \"65678c02-05ff-4a51-8f98-707550692415\", \"b5b2807e-5822-422e-bd00-dc31cbcce068\", \"82e22310-f5d5-4fe8-8b30-3101c5a3162c\", \"767ee2c6-5cb1-4ee8-bf92-094e89b293d7\", \"e54d071c-ad04-4d42-8e9d-b44a5ff733f2\", \"a4a30b86-8dcf-48cb-87a4-680577827818\", \"7671bbeb-8a1b-4b3e-a091-18ac73d9f0f5\"], \"total_duration\": 7088.0, \"total_sessions\": 11, \"mean_week_duration\": 44.3}, \"34699\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-27 04:56:53.000000+00:00\", \"2023-03-08 22:47:49.000000+00:00\", \"2020-04-16 19:13:09.000000+00:00\", \"2022-12-11 10:45:19.000000+00:00\", \"2023-01-05 21:29:01.000000+00:00\", \"2020-05-18 04:33:57.000000+00:00\", \"2022-12-27 16:55:34.000000+00:00\", \"2020-09-23 06:22:26.000000+00:00\", \"2020-08-16 07:26:39.000000+00:00\", \"2020-07-09 05:22:26.000000+00:00\"], \"session_ids\": [\"c033e74e-aa40-459d-bf67-2d40b25b6501\", \"e1a6ff05-2302-4cf4-8278-8776690f4a7b\", \"8abea748-62ab-42d1-9c36-1811768108d7\", \"dcaaf44a-9ead-4558-85ab-a3ea4dfea21d\", \"dffdec9d-5e61-47d4-8388-c7ee47fe14c7\", \"3dd3281e-4747-463b-80a3-c4f86156267d\", \"546b4986-2b22-4ee8-90ce-2a29b7a1c264\", \"79799c54-170f-46d7-9583-f9b2a6ec94ea\", \"da003a52-1308-4f22-a9ae-3c56361f5161\", \"84a8ada5-93ae-4182-8863-b4ebe7f774fd\"], \"total_duration\": 1217.0, \"total_sessions\": 10, \"mean_week_duration\": 8.06}}\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[{\"6685\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-25 05:10:53.000000+00:00\", \"2019-01-04 15:15:51.000000+00:00\"], \"session_ids\": [\"3b1476e6-db14-4d61-ab54-eae1a8363a12\", \"0e1ed279-76e7-4650-9f3a-25f12eb9839d\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 2.425}}, {\"61995\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-16 13:22:06.000000+00:00\", \"2019-03-23 16:33:46.000000+00:00\"], \"session_ids\": [\"fa6b7acc-e329-4503-ae02-3ab0f4609d03\", \"070ce225-d0f9-4a9a-8adb-6b99d45d08b8\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.857}}, {\"30655\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-03-26 14:31:16.000000+00:00\", \"2020-10-13 05:20:37.000000+00:00\"], \"session_ids\": [\"81823a1f-0796-4fbe-a2d5-1b9aba63d835\", \"a416a9fb-ece6-43d3-b33e-3539cf899316\"], \"total_duration\": 394.0, \"total_sessions\": 2, \"mean_week_duration\": 13.586}}, {\"34699\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-12-27 04:56:53.000000+00:00\", \"2023-03-08 22:47:49.000000+00:00\", \"2020-04-16 19:13:09.000000+00:00\", \"2022-12-11 10:45:19.000000+00:00\", \"2023-01-05 21:29:01.000000+00:00\", \"2020-05-18 04:33:57.000000+00:00\", \"2022-12-27 16:55:34.000000+00:00\", \"2020-09-23 06:22:26.000000+00:00\", \"2020-08-16 07:26:39.000000+00:00\", \"2020-07-09 05:22:26.000000+00:00\"], \"session_ids\": [\"c033e74e-aa40-459d-bf67-2d40b25b6501\", \"e1a6ff05-2302-4cf4-8278-8776690f4a7b\", \"8abea748-62ab-42d1-9c36-1811768108d7\", \"dcaaf44a-9ead-4558-85ab-a3ea4dfea21d\", \"dffdec9d-5e61-47d4-8388-c7ee47fe14c7\", \"3dd3281e-4747-463b-80a3-c4f86156267d\", \"546b4986-2b22-4ee8-90ce-2a29b7a1c264\", \"79799c54-170f-46d7-9583-f9b2a6ec94ea\", \"da003a52-1308-4f22-a9ae-3c56361f5161\", \"84a8ada5-93ae-4182-8863-b4ebe7f774fd\"], \"total_duration\": 1217.0, \"total_sessions\": 10, \"mean_week_duration\": 8.06}}, {\"58396\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-02-01 01:12:32.000000+00:00\", \"2021-06-07 23:01:10.000000+00:00\", \"2021-08-30 06:24:53.000000+00:00\", \"2019-06-16 16:27:50.000000+00:00\", \"2020-11-24 08:39:59.000000+00:00\", \"2019-01-25 03:07:18.000000+00:00\", \"2019-07-28 03:31:06.000000+00:00\", \"2020-11-25 08:37:33.000000+00:00\", \"2020-10-14 03:34:25.000000+00:00\", \"2022-02-12 17:23:46.000000+00:00\", \"2021-05-25 06:39:16.000000+00:00\"], \"session_ids\": [\"17439b85-b7b2-42db-a90f-38316b99f434\", \"750e2008-abf6-4849-b75b-38a696e6cf7d\", \"db4c60c5-cad1-4114-b6b9-a295d322eae7\", \"03ccb67b-d054-4fcc-9242-dfba90769b72\", \"65678c02-05ff-4a51-8f98-707550692415\", \"b5b2807e-5822-422e-bd00-dc31cbcce068\", \"82e22310-f5d5-4fe8-8b30-3101c5a3162c\", \"767ee2c6-5cb1-4ee8-bf92-094e89b293d7\", \"e54d071c-ad04-4d42-8e9d-b44a5ff733f2\", \"a4a30b86-8dcf-48cb-87a4-680577827818\", \"7671bbeb-8a1b-4b3e-a091-18ac73d9f0f5\"], \"total_duration\": 7088.0, \"total_sessions\": 11, \"mean_week_duration\": 44.3}}]\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[{\"6685\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-25 05:10:53.000000+00:00\", \"2019-01-04 15:15:51.000000+00:00\"], \"session_ids\": [\"3b1476e6-db14-4d61-ab54-eae1a8363a12\", \"0e1ed279-76e7-4650-9f3a-25f12eb9839d\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 2.425}}, {\"61995\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-16 13:22:06.000000+00:00\", \"2019-03-23 16:33:46.000000+00:00\"], \"session_ids\": [\"fa6b7acc-e329-4503-ae02-3ab0f4609d03\", \"070ce225-d0f9-4a9a-8adb-6b99d45d08b8\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.857}}]\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[{\"6685\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-05-25 05:10:53.000000+00:00\", \"2019-01-04 15:15:51.000000+00:00\"], \"session_ids\": [\"3b1476e6-db14-4d61-ab54-eae1a8363a12\", \"0e1ed279-76e7-4650-9f3a-25f12eb9839d\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 2.425}}, {\"61995\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-16 13:22:06.000000+00:00\", \"2019-03-23 16:33:46.000000+00:00\"], \"session_ids\": [\"fa6b7acc-e329-4503-ae02-3ab0f4609d03\", \"070ce225-d0f9-4a9a-8adb-6b99d45d08b8\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.857}}]\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": "I have a curiosity about 5 users with a sum of duration of sessions per week that is higher than 25 and lower than 26, exclusive 26 inclusive 25 and in addition put to use sorting by city name ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"10060\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2023-03-11 12:33:41.000000+00:00\", \"2019-03-31 20:42:19.000000+00:00\", \"2022-07-04 23:31:16.000000+00:00\"], \"session_ids\": [\"f22d6884-7a51-4baf-b298-3e0acb2c21ad\", \"70717775-2d8d-46cb-8b80-70c9c9fb8229\", \"fc7a6a61-77ea-4e2b-99ce-21c9493c469f\"], \"total_duration\": 551.0, \"total_sessions\": 3, \"mean_week_duration\": 2.675}, \"6933\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-04 19:03:51.000000+00:00\", \"2022-09-23 22:52:55.000000+00:00\", \"2022-06-06 18:33:04.000000+00:00\"], \"session_ids\": [\"8f0f9125-f83b-451f-ad60-c87a63a9d22b\", \"8dfa13dd-1134-4ec1-ac01-2101d09d4158\", \"eb4baf5d-6f5b-4483-9578-63ac20fe5e49\"], \"total_duration\": 155.0, \"total_sessions\": 3, \"mean_week_duration\": 5.345}, \"6975\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-06-24 17:44:40.000000+00:00\", \"2023-02-18 01:44:52.000000+00:00\", \"2020-12-08 10:58:33.000000+00:00\", \"2020-12-03 06:05:29.000000+00:00\"], \"session_ids\": [\"6190d18a-1bcd-4eb0-a814-957bbf0f7eb4\", \"5a6566de-89b5-4777-9a63-a33c5b10277c\", \"1058af35-e2a0-4921-9fae-e858b7f5b126\", \"08336d3a-5d0c-43e4-90b2-1472f0bb02c1\"], \"total_duration\": 108.0, \"total_sessions\": 4, \"mean_week_duration\": 0.931}, \"22131\": {\"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\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-04-03 16:43:04.000000+00:00\", \"2019-01-11 14:03:28.000000+00:00\"], \"session_ids\": [\"21384098-2071-429f-a61b-2e456d8e987b\", \"6a22c3e6-4dc2-4693-b05c-822e03bb5149\"], \"total_duration\": 48.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}, \"7781\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-02-09 14:08:20.000000+00:00\", \"2022-05-31 10:53:16.000000+00:00\", \"2021-11-08 13:46:57.000000+00:00\", \"2020-01-15 14:48:43.000000+00:00\", \"2020-04-02 01:59:45.000000+00:00\"], \"session_ids\": [\"45cff96e-7898-4e92-bc49-96b8d3591da5\", \"2c7692a2-38df-44af-add3-7f17995d686e\", \"774f84b7-9e9c-4269-ad7c-ab86347f3a12\", \"d11cef35-a495-4136-839b-cf9f8fcbed80\", \"789a14d3-084f-414d-a8ec-78e5dddf0dba\"], \"total_duration\": 45.0, \"total_sessions\": 5, \"mean_week_duration\": 0.363}, \"39146\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-06-28 18:53:11.000000+00:00\", \"2020-07-11 17:24:20.000000+00:00\", \"2023-02-28 12:52:05.000000+00:00\", \"2020-09-27 05:54:53.000000+00:00\"], \"session_ids\": [\"f8caff50-fd17-42c9-b526-cb49149b1701\", \"c9010d90-0c17-40e7-9065-611c448d20e9\", \"9212de3d-8eb2-4b55-ba3d-61c2ff275edc\", \"77848100-55ce-4468-83d9-4bcf05944907\"], \"total_duration\": 345.0, \"total_sessions\": 4, \"mean_week_duration\": 1.797}, \"42543\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2022-11-21 20:32:14.000000+00:00\", \"2022-04-30 03:26:45.000000+00:00\", \"2019-02-17 16:50:05.000000+00:00\"], \"session_ids\": [\"99ad45e3-ed6d-4d86-aad5-ad353d207099\", \"6ee881b7-c8b4-4e03-a18d-122f6ea52a19\", \"b29f101e-f6e5-4cd3-8085-3b19532eae38\"], \"total_duration\": 970.0, \"total_sessions\": 3, \"mean_week_duration\": 4.924}, \"50871\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-10-05 07:24:00.000000+00:00\", \"2021-04-04 05:46:22.000000+00:00\"], \"session_ids\": [\"97ba5fbb-3013-49f5-be93-b13bc8f034b5\", \"f9fba1d8-c732-4a70-aea3-1b2e5c303f3b\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.923}, \"42568\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-11-17 03:01:36.000000+00:00\", \"2020-12-28 09:11:22.000000+00:00\"], \"session_ids\": [\"df4a881c-a838-4fd5-9a97-e8c9311a0ad0\", \"1a0e1030-e15b-4426-9f59-5da1b8ad5af2\"], \"total_duration\": 50.0, \"total_sessions\": 2, \"mean_week_duration\": 8.333}, \"32307\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-03-16 02:05:58.000000+00:00\", \"2019-09-02 07:33:27.000000+00:00\"], \"session_ids\": [\"b68e4377-6aab-4e3e-ba72-e6c3825864f9\", \"1518fa3b-1504-4561-b3bc-f3e9f15fb067\"], \"total_duration\": 231.0, \"total_sessions\": 2, \"mean_week_duration\": 9.24}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are equal or greater than 25 and are less than 26"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[25, 26]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about users who have total_sessions strictly less than 2 and greater than 6 (not including) in addition carry out sorting by total time using the app in ascending order and in addition save only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"3781\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-10-17 19:56:17.000000+00:00\", \"2019-04-17 01:28:25.000000+00:00\", \"2019-08-26 21:31:09.000000+00:00\"], \"session_ids\": [\"be5f7321-491c-453f-997f-4d2b1f4e0bab\", \"a164375d-2c40-48a6-86ca-36ae46a58044\", \"b192a06c-0e9a-4307-9edb-995e44410f2f\"], \"total_duration\": 70.0, \"total_sessions\": 3, \"mean_week_duration\": 2.593}, \"59947\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-08-21 13:16:59.000000+00:00\", \"2021-07-19 22:36:35.000000+00:00\"], \"session_ids\": [\"20775407-709b-49a5-9aa8-9f786eefa439\", \"8cc2585f-3da8-4db9-b355-14515421ceb2\"], \"total_duration\": 361.0, \"total_sessions\": 2, \"mean_week_duration\": 72.2}, \"27468\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-02 14:10:30.000000+00:00\", \"2021-09-20 13:23:47.000000+00:00\", \"2019-10-07 13:28:03.000000+00:00\", \"2021-10-30 11:30:44.000000+00:00\", \"2019-01-27 12:22:15.000000+00:00\", \"2020-01-31 06:05:48.000000+00:00\", \"2023-02-12 07:14:58.000000+00:00\", \"2020-02-14 07:08:56.000000+00:00\"], \"session_ids\": [\"e613aca8-dfb2-4e8b-97bf-7d5035434e4e\", \"976bfa0b-f5cc-4d88-a1e8-9d6d02084608\", \"1f438878-8e93-4dd4-812a-d65441372328\", \"c0348af3-c757-431b-bf40-e9475bd1e79b\", \"7074133a-4640-4850-9c30-dc11155fc20c\", \"5182cb5c-31f9-49f0-a80a-cdd27f1816a9\", \"d3d128be-ce7b-46c3-9cbd-d57cf8f30f66\", \"472ff5cf-c233-45f1-9cbe-f10296c4f4ff\"], \"total_duration\": 847.0, \"total_sessions\": 8, \"mean_week_duration\": 4.014}, \"80968\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-08-18 22:14:11.000000+00:00\", \"2022-11-19 00:56:07.000000+00:00\"], \"session_ids\": [\"80d6fc3c-cda3-4b08-b54e-9dea1aa4ff87\", \"38536b99-c6b9-48b5-808d-189eca54a0e7\"], \"total_duration\": 94.0, \"total_sessions\": 2, \"mean_week_duration\": 0.797}, \"30040\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2023-04-21 04:21:46.000000+00:00\", \"2019-01-26 14:19:18.000000+00:00\"], \"session_ids\": [\"f58e74f1-7597-41c3-b39f-a121256190ca\", \"81498293-fabc-45cf-94bd-83478071e804\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.308}, \"72182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-31 17:28:16.000000+00:00\", \"2023-01-22 02:30:36.000000+00:00\", \"2022-08-23 22:32:20.000000+00:00\", \"2021-07-17 10:43:16.000000+00:00\", \"2019-10-06 15:38:01.000000+00:00\", \"2019-12-29 08:09:48.000000+00:00\", \"2022-01-08 03:27:36.000000+00:00\", \"2019-12-12 17:55:28.000000+00:00\"], \"session_ids\": [\"4533c601-a530-4c35-b650-2fe0b3898651\", \"1c773c1a-ae7f-4f45-9541-2436df43da41\", \"a04ac0a4-4291-47ff-9df9-0d1d58af0098\", \"9f626dee-f548-4a83-bd86-c89f8b2479f0\", \"5e0b9a02-c964-4926-a9fb-39d09b13fe4e\", \"f5e2e1c7-c3cc-4e60-b676-2742af1e80e9\", \"fdb71178-c4fd-438b-b85b-fc3009498aed\", \"410a3987-4199-4692-a89f-4e2429527115\"], \"total_duration\": 3661.0, \"total_sessions\": 8, \"mean_week_duration\": 21.285}, \"28041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-06 22:38:23.000000+00:00\", \"2023-01-09 21:55:37.000000+00:00\", \"2021-07-03 08:02:48.000000+00:00\", \"2022-05-03 05:25:57.000000+00:00\", \"2022-10-22 01:46:47.000000+00:00\", \"2022-02-24 22:55:35.000000+00:00\", \"2019-10-17 17:42:18.000000+00:00\", \"2019-05-15 00:55:33.000000+00:00\", \"2023-06-07 17:12:53.000000+00:00\"], \"session_ids\": [\"f4b2d17a-bb26-4078-81d8-dd422b966305\", \"753f98a0-77d1-4f19-846c-bcc6fa8f9da0\", \"69cb7963-919c-48bf-b6bf-ed3198e2ffef\", \"ff238de7-f6bc-4dd0-91ff-313624d61aca\", \"fdb3bcec-8eeb-4682-bc3e-b60679253a71\", \"e2d73a97-05ed-470b-a6d2-aba9ef68e0d1\", \"fc33ef9c-e3a3-439f-8466-b98d3a8c1835\", \"73168b1a-756f-4319-8f6a-a06bf390f485\", \"bd12d765-0cc6-472f-a773-8d55bacaceac\"], \"total_duration\": 1014.0, \"total_sessions\": 9, \"mean_week_duration\": 4.783}, \"69210\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-30 04:46:16.000000+00:00\", \"2020-04-21 19:29:51.000000+00:00\"], \"session_ids\": [\"6252a9a9-5c11-4f48-ad87-55a2cdf421ed\", \"5062f01f-3b3e-473d-a9dd-9257e3be2d0e\"], \"total_duration\": 64.0, \"total_sessions\": 2, \"mean_week_duration\": 6.4}, \"73721\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 5, \"Apply Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-10-16 10:01:44.000000+00:00\", \"2020-07-27 00:42:17.000000+00:00\"], \"session_ids\": [\"7e49a3bd-b171-4a78-8d65-fda8c505ec69\", \"6caeb544-c6ac-4ce8-ac0e-c2c2136eead6\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.233}, \"33336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-08-26 13:57:12.000000+00:00\", \"2019-09-14 08:07:03.000000+00:00\"], \"session_ids\": [\"d70be4e0-ae60-41a7-9377-5c346144a6bc\", \"8d40aa08-6e02-45a3-a45d-66303f27e75e\"], \"total_duration\": 66.0, \"total_sessions\": 2, \"mean_week_duration\": 22.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are less than 2 and are greater than 6"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[2, 6]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"27468\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-02 14:10:30.000000+00:00\", \"2021-09-20 13:23:47.000000+00:00\", \"2019-10-07 13:28:03.000000+00:00\", \"2021-10-30 11:30:44.000000+00:00\", \"2019-01-27 12:22:15.000000+00:00\", \"2020-01-31 06:05:48.000000+00:00\", \"2023-02-12 07:14:58.000000+00:00\", \"2020-02-14 07:08:56.000000+00:00\"], \"session_ids\": [\"e613aca8-dfb2-4e8b-97bf-7d5035434e4e\", \"976bfa0b-f5cc-4d88-a1e8-9d6d02084608\", \"1f438878-8e93-4dd4-812a-d65441372328\", \"c0348af3-c757-431b-bf40-e9475bd1e79b\", \"7074133a-4640-4850-9c30-dc11155fc20c\", \"5182cb5c-31f9-49f0-a80a-cdd27f1816a9\", \"d3d128be-ce7b-46c3-9cbd-d57cf8f30f66\", \"472ff5cf-c233-45f1-9cbe-f10296c4f4ff\"], \"total_duration\": 847.0, \"total_sessions\": 8, \"mean_week_duration\": 4.014}, \"72182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-31 17:28:16.000000+00:00\", \"2023-01-22 02:30:36.000000+00:00\", \"2022-08-23 22:32:20.000000+00:00\", \"2021-07-17 10:43:16.000000+00:00\", \"2019-10-06 15:38:01.000000+00:00\", \"2019-12-29 08:09:48.000000+00:00\", \"2022-01-08 03:27:36.000000+00:00\", \"2019-12-12 17:55:28.000000+00:00\"], \"session_ids\": [\"4533c601-a530-4c35-b650-2fe0b3898651\", \"1c773c1a-ae7f-4f45-9541-2436df43da41\", \"a04ac0a4-4291-47ff-9df9-0d1d58af0098\", \"9f626dee-f548-4a83-bd86-c89f8b2479f0\", \"5e0b9a02-c964-4926-a9fb-39d09b13fe4e\", \"f5e2e1c7-c3cc-4e60-b676-2742af1e80e9\", \"fdb71178-c4fd-438b-b85b-fc3009498aed\", \"410a3987-4199-4692-a89f-4e2429527115\"], \"total_duration\": 3661.0, \"total_sessions\": 8, \"mean_week_duration\": 21.285}, \"28041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-06 22:38:23.000000+00:00\", \"2023-01-09 21:55:37.000000+00:00\", \"2021-07-03 08:02:48.000000+00:00\", \"2022-05-03 05:25:57.000000+00:00\", \"2022-10-22 01:46:47.000000+00:00\", \"2022-02-24 22:55:35.000000+00:00\", \"2019-10-17 17:42:18.000000+00:00\", \"2019-05-15 00:55:33.000000+00:00\", \"2023-06-07 17:12:53.000000+00:00\"], \"session_ids\": [\"f4b2d17a-bb26-4078-81d8-dd422b966305\", \"753f98a0-77d1-4f19-846c-bcc6fa8f9da0\", \"69cb7963-919c-48bf-b6bf-ed3198e2ffef\", \"ff238de7-f6bc-4dd0-91ff-313624d61aca\", \"fdb3bcec-8eeb-4682-bc3e-b60679253a71\", \"e2d73a97-05ed-470b-a6d2-aba9ef68e0d1\", \"fc33ef9c-e3a3-439f-8466-b98d3a8c1835\", \"73168b1a-756f-4319-8f6a-a06bf390f485\", \"bd12d765-0cc6-472f-a773-8d55bacaceac\"], \"total_duration\": 1014.0, \"total_sessions\": 9, \"mean_week_duration\": 4.783}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to 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[{\"27468\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-02 14:10:30.000000+00:00\", \"2021-09-20 13:23:47.000000+00:00\", \"2019-10-07 13:28:03.000000+00:00\", \"2021-10-30 11:30:44.000000+00:00\", \"2019-01-27 12:22:15.000000+00:00\", \"2020-01-31 06:05:48.000000+00:00\", \"2023-02-12 07:14:58.000000+00:00\", \"2020-02-14 07:08:56.000000+00:00\"], \"session_ids\": [\"e613aca8-dfb2-4e8b-97bf-7d5035434e4e\", \"976bfa0b-f5cc-4d88-a1e8-9d6d02084608\", \"1f438878-8e93-4dd4-812a-d65441372328\", \"c0348af3-c757-431b-bf40-e9475bd1e79b\", \"7074133a-4640-4850-9c30-dc11155fc20c\", \"5182cb5c-31f9-49f0-a80a-cdd27f1816a9\", \"d3d128be-ce7b-46c3-9cbd-d57cf8f30f66\", \"472ff5cf-c233-45f1-9cbe-f10296c4f4ff\"], \"total_duration\": 847.0, \"total_sessions\": 8, \"mean_week_duration\": 4.014}}, {\"28041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-06 22:38:23.000000+00:00\", \"2023-01-09 21:55:37.000000+00:00\", \"2021-07-03 08:02:48.000000+00:00\", \"2022-05-03 05:25:57.000000+00:00\", \"2022-10-22 01:46:47.000000+00:00\", \"2022-02-24 22:55:35.000000+00:00\", \"2019-10-17 17:42:18.000000+00:00\", \"2019-05-15 00:55:33.000000+00:00\", \"2023-06-07 17:12:53.000000+00:00\"], \"session_ids\": [\"f4b2d17a-bb26-4078-81d8-dd422b966305\", \"753f98a0-77d1-4f19-846c-bcc6fa8f9da0\", \"69cb7963-919c-48bf-b6bf-ed3198e2ffef\", \"ff238de7-f6bc-4dd0-91ff-313624d61aca\", \"fdb3bcec-8eeb-4682-bc3e-b60679253a71\", \"e2d73a97-05ed-470b-a6d2-aba9ef68e0d1\", \"fc33ef9c-e3a3-439f-8466-b98d3a8c1835\", \"73168b1a-756f-4319-8f6a-a06bf390f485\", \"bd12d765-0cc6-472f-a773-8d55bacaceac\"], \"total_duration\": 1014.0, \"total_sessions\": 9, \"mean_week_duration\": 4.783}}, {\"72182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-31 17:28:16.000000+00:00\", \"2023-01-22 02:30:36.000000+00:00\", \"2022-08-23 22:32:20.000000+00:00\", \"2021-07-17 10:43:16.000000+00:00\", \"2019-10-06 15:38:01.000000+00:00\", \"2019-12-29 08:09:48.000000+00:00\", \"2022-01-08 03:27:36.000000+00:00\", \"2019-12-12 17:55:28.000000+00:00\"], \"session_ids\": [\"4533c601-a530-4c35-b650-2fe0b3898651\", \"1c773c1a-ae7f-4f45-9541-2436df43da41\", \"a04ac0a4-4291-47ff-9df9-0d1d58af0098\", \"9f626dee-f548-4a83-bd86-c89f8b2479f0\", \"5e0b9a02-c964-4926-a9fb-39d09b13fe4e\", \"f5e2e1c7-c3cc-4e60-b676-2742af1e80e9\", \"fdb71178-c4fd-438b-b85b-fc3009498aed\", \"410a3987-4199-4692-a89f-4e2429527115\"], \"total_duration\": 3661.0, \"total_sessions\": 8, \"mean_week_duration\": 21.285}}]\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[{\"27468\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-02 14:10:30.000000+00:00\", \"2021-09-20 13:23:47.000000+00:00\", \"2019-10-07 13:28:03.000000+00:00\", \"2021-10-30 11:30:44.000000+00:00\", \"2019-01-27 12:22:15.000000+00:00\", \"2020-01-31 06:05:48.000000+00:00\", \"2023-02-12 07:14:58.000000+00:00\", \"2020-02-14 07:08:56.000000+00:00\"], \"session_ids\": [\"e613aca8-dfb2-4e8b-97bf-7d5035434e4e\", \"976bfa0b-f5cc-4d88-a1e8-9d6d02084608\", \"1f438878-8e93-4dd4-812a-d65441372328\", \"c0348af3-c757-431b-bf40-e9475bd1e79b\", \"7074133a-4640-4850-9c30-dc11155fc20c\", \"5182cb5c-31f9-49f0-a80a-cdd27f1816a9\", \"d3d128be-ce7b-46c3-9cbd-d57cf8f30f66\", \"472ff5cf-c233-45f1-9cbe-f10296c4f4ff\"], \"total_duration\": 847.0, \"total_sessions\": 8, \"mean_week_duration\": 4.014}}, {\"28041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-06 22:38:23.000000+00:00\", \"2023-01-09 21:55:37.000000+00:00\", \"2021-07-03 08:02:48.000000+00:00\", \"2022-05-03 05:25:57.000000+00:00\", \"2022-10-22 01:46:47.000000+00:00\", \"2022-02-24 22:55:35.000000+00:00\", \"2019-10-17 17:42:18.000000+00:00\", \"2019-05-15 00:55:33.000000+00:00\", \"2023-06-07 17:12:53.000000+00:00\"], \"session_ids\": [\"f4b2d17a-bb26-4078-81d8-dd422b966305\", \"753f98a0-77d1-4f19-846c-bcc6fa8f9da0\", \"69cb7963-919c-48bf-b6bf-ed3198e2ffef\", \"ff238de7-f6bc-4dd0-91ff-313624d61aca\", \"fdb3bcec-8eeb-4682-bc3e-b60679253a71\", \"e2d73a97-05ed-470b-a6d2-aba9ef68e0d1\", \"fc33ef9c-e3a3-439f-8466-b98d3a8c1835\", \"73168b1a-756f-4319-8f6a-a06bf390f485\", \"bd12d765-0cc6-472f-a773-8d55bacaceac\"], \"total_duration\": 1014.0, \"total_sessions\": 9, \"mean_week_duration\": 4.783}}, {\"72182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-31 17:28:16.000000+00:00\", \"2023-01-22 02:30:36.000000+00:00\", \"2022-08-23 22:32:20.000000+00:00\", \"2021-07-17 10:43:16.000000+00:00\", \"2019-10-06 15:38:01.000000+00:00\", \"2019-12-29 08:09:48.000000+00:00\", \"2022-01-08 03:27:36.000000+00:00\", \"2019-12-12 17:55:28.000000+00:00\"], \"session_ids\": [\"4533c601-a530-4c35-b650-2fe0b3898651\", \"1c773c1a-ae7f-4f45-9541-2436df43da41\", \"a04ac0a4-4291-47ff-9df9-0d1d58af0098\", \"9f626dee-f548-4a83-bd86-c89f8b2479f0\", \"5e0b9a02-c964-4926-a9fb-39d09b13fe4e\", \"f5e2e1c7-c3cc-4e60-b676-2742af1e80e9\", \"fdb71178-c4fd-438b-b85b-fc3009498aed\", \"410a3987-4199-4692-a89f-4e2429527115\"], \"total_duration\": 3661.0, \"total_sessions\": 8, \"mean_week_duration\": 21.285}}]\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[{\"27468\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-04-02 14:10:30.000000+00:00\", \"2021-09-20 13:23:47.000000+00:00\", \"2019-10-07 13:28:03.000000+00:00\", \"2021-10-30 11:30:44.000000+00:00\", \"2019-01-27 12:22:15.000000+00:00\", \"2020-01-31 06:05:48.000000+00:00\", \"2023-02-12 07:14:58.000000+00:00\", \"2020-02-14 07:08:56.000000+00:00\"], \"session_ids\": [\"e613aca8-dfb2-4e8b-97bf-7d5035434e4e\", \"976bfa0b-f5cc-4d88-a1e8-9d6d02084608\", \"1f438878-8e93-4dd4-812a-d65441372328\", \"c0348af3-c757-431b-bf40-e9475bd1e79b\", \"7074133a-4640-4850-9c30-dc11155fc20c\", \"5182cb5c-31f9-49f0-a80a-cdd27f1816a9\", \"d3d128be-ce7b-46c3-9cbd-d57cf8f30f66\", \"472ff5cf-c233-45f1-9cbe-f10296c4f4ff\"], \"total_duration\": 847.0, \"total_sessions\": 8, \"mean_week_duration\": 4.014}}, {\"28041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-01-06 22:38:23.000000+00:00\", \"2023-01-09 21:55:37.000000+00:00\", \"2021-07-03 08:02:48.000000+00:00\", \"2022-05-03 05:25:57.000000+00:00\", \"2022-10-22 01:46:47.000000+00:00\", \"2022-02-24 22:55:35.000000+00:00\", \"2019-10-17 17:42:18.000000+00:00\", \"2019-05-15 00:55:33.000000+00:00\", \"2023-06-07 17:12:53.000000+00:00\"], \"session_ids\": [\"f4b2d17a-bb26-4078-81d8-dd422b966305\", \"753f98a0-77d1-4f19-846c-bcc6fa8f9da0\", \"69cb7963-919c-48bf-b6bf-ed3198e2ffef\", \"ff238de7-f6bc-4dd0-91ff-313624d61aca\", \"fdb3bcec-8eeb-4682-bc3e-b60679253a71\", \"e2d73a97-05ed-470b-a6d2-aba9ef68e0d1\", \"fc33ef9c-e3a3-439f-8466-b98d3a8c1835\", \"73168b1a-756f-4319-8f6a-a06bf390f485\", \"bd12d765-0cc6-472f-a773-8d55bacaceac\"], \"total_duration\": 1014.0, \"total_sessions\": 9, \"mean_week_duration\": 4.783}}, {\"72182\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 5, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-31 17:28:16.000000+00:00\", \"2023-01-22 02:30:36.000000+00:00\", \"2022-08-23 22:32:20.000000+00:00\", \"2021-07-17 10:43:16.000000+00:00\", \"2019-10-06 15:38:01.000000+00:00\", \"2019-12-29 08:09:48.000000+00:00\", \"2022-01-08 03:27:36.000000+00:00\", \"2019-12-12 17:55:28.000000+00:00\"], \"session_ids\": [\"4533c601-a530-4c35-b650-2fe0b3898651\", \"1c773c1a-ae7f-4f45-9541-2436df43da41\", \"a04ac0a4-4291-47ff-9df9-0d1d58af0098\", \"9f626dee-f548-4a83-bd86-c89f8b2479f0\", \"5e0b9a02-c964-4926-a9fb-39d09b13fe4e\", \"f5e2e1c7-c3cc-4e60-b676-2742af1e80e9\", \"fdb71178-c4fd-438b-b85b-fc3009498aed\", \"410a3987-4199-4692-a89f-4e2429527115\"], \"total_duration\": 3661.0, \"total_sessions\": 8, \"mean_week_duration\": 21.285}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display 3 users pieces of information who aren't inhabitants of cities Berlin, Lisbon, Mexico City, Budapest, San Pedro, Bangkok, Santiago in addition carry out sorting by name of the city form the lowest to the highest."
}
] |
[
{
"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{\"35276\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-22 13:14:34.000000+00:00\", \"2019-12-15 13:24:06.000000+00:00\", \"2021-04-19 18:46:57.000000+00:00\", \"2022-05-31 08:24:47.000000+00:00\", \"2021-01-05 02:57:57.000000+00:00\"], \"session_ids\": [\"e5f693de-827d-42b7-8478-1181fb0176d7\", \"ec3ca3d9-8091-4aef-8bf7-34c0ed3dd4b0\", \"a92b77ae-b883-4bda-b3d1-699795c97b77\", \"18238e72-6266-4f0c-962e-24d8d4182f1f\", \"f5c53e96-04bc-4128-a48c-a0d3865f8d6f\"], \"total_duration\": 128.0, \"total_sessions\": 5, \"mean_week_duration\": 0.992}, \"59181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-10 15:39:48.000000+00:00\", \"2022-10-15 06:48:20.000000+00:00\", \"2022-02-08 05:42:23.000000+00:00\"], \"session_ids\": [\"9ab9d606-547f-42c9-a164-a8decf1b1b5c\", \"450d1176-92eb-4880-a3a8-bc7cefab1bc1\", \"03ab88e9-66a1-458b-a4a3-6a385012c64e\"], \"total_duration\": 59.0, \"total_sessions\": 3, \"mean_week_duration\": 0.421}, \"21389\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-07-13 09:31:19.000000+00:00\", \"2020-01-17 23:17:28.000000+00:00\", \"2019-05-17 01:58:43.000000+00:00\"], \"session_ids\": [\"74a0cf66-66e4-4be2-91a9-35b35a588826\", \"f1b1bd2f-78aa-41d8-99c7-64f6d8df2132\", \"3edca19b-0b11-42c3-bb0d-c56d067225bd\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 1.229}, \"80387\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-23 03:58:52.000000+00:00\", \"2021-08-26 21:34:33.000000+00:00\"], \"session_ids\": [\"1931c33f-6f7a-479c-9b76-f9c3808b5678\", \"502b1868-5d5d-483b-b589-9197297c01cf\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 7.415}, \"68132\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-02 10:08:59.000000+00:00\", \"2021-07-06 16:25:14.000000+00:00\"], \"session_ids\": [\"4831fb90-7703-48ef-81df-e2075f38ed4d\", \"d92bbd51-60fb-45bd-997b-8684b245f75c\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 1.182}, \"62965\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-02 22:42:04.000000+00:00\", \"2023-06-21 23:38:38.000000+00:00\", \"2019-05-13 19:55:27.000000+00:00\", \"2022-11-16 14:05:27.000000+00:00\"], \"session_ids\": [\"601dbf3a-87a5-4a3b-8bd4-8bc2c6e8a6a4\", \"8668a221-61a5-47d8-97e4-ab7866c5c61f\", \"fe3b15a9-bc72-42d7-9e62-b3458df33816\", \"778d3858-d331-400c-8d3b-f4f6ccb0da78\"], \"total_duration\": 1939.0, \"total_sessions\": 4, \"mean_week_duration\": 9.019}, \"22206\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-24 04:19:23.000000+00:00\", \"2021-04-12 14:07:14.000000+00:00\", \"2021-02-01 20:36:54.000000+00:00\", \"2021-07-06 18:52:46.000000+00:00\", \"2020-01-13 16:46:12.000000+00:00\", \"2022-05-21 17:54:45.000000+00:00\", \"2020-01-25 02:46:06.000000+00:00\", \"2020-08-18 07:18:06.000000+00:00\", \"2022-01-26 13:06:19.000000+00:00\"], \"session_ids\": [\"b43fd8b2-718b-4252-b9bc-740700697dfb\", \"d19db19b-b35b-432f-a419-2a6be2b074ea\", \"1904beb2-eaba-4d21-abcf-e2f6777cd8e1\", \"2f541cdb-6a33-4d9e-8a29-f8337b1237b8\", \"56fb2720-6636-4cb0-8354-ae4d4dcaa174\", \"fcf50c26-af1e-4ff8-8197-bf7e723d2950\", \"e00e8b4c-1528-4688-a36d-4958d2f4148b\", \"8d944f59-658e-47a8-a141-77316a2a6005\", \"1ac9178f-29b7-4a33-b7ab-7dbdbed23fa6\"], \"total_duration\": 836.0, \"total_sessions\": 9, \"mean_week_duration\": 5.573}, \"68017\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-01-24 20:41:52.000000+00:00\", \"2021-01-05 22:28:41.000000+00:00\"], \"session_ids\": [\"489f7160-629c-45d4-ba16-a622dc64d8df\", \"e3d24ed9-bfbf-4f8e-8647-e7ffd8ec86a6\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.461}, \"1587\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-26 09:26:25.000000+00:00\", \"2022-02-12 16:13:08.000000+00:00\", \"2022-08-23 12:03:53.000000+00:00\", \"2020-07-28 07:01:38.000000+00:00\", \"2019-10-04 12:37:08.000000+00:00\"], \"session_ids\": [\"f27651c6-1ad8-4110-88f1-df1d3d24ad40\", \"c8122450-e607-483d-8543-76c41f42f07a\", \"cc33b2ab-6819-492b-9c1f-6cbf7e61238e\", \"0e22ca99-d028-4873-b61d-ee95ec748940\", \"8b062ed6-b6b7-4d1b-9532-34d11b6b64be\"], \"total_duration\": 46.0, \"total_sessions\": 5, \"mean_week_duration\": 0.305}, \"70765\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-24 11:36:23.000000+00:00\", \"2020-07-06 20:41:58.000000+00:00\", \"2020-11-18 20:12:07.000000+00:00\", \"2019-11-13 06:24:25.000000+00:00\", \"2021-10-02 00:06:16.000000+00:00\", \"2022-12-24 07:06:55.000000+00:00\"], \"session_ids\": [\"eb72f338-a7ef-467c-8438-b4f60ce078b2\", \"377bddec-aaa8-4449-bc5e-8a216bc296fa\", \"cdb1df22-588a-42f5-8880-20c14c360cc2\", \"4fe7499e-23ec-4b32-afb2-b325357cf05d\", \"5082bd0e-e7ab-48ab-b971-05b275ffd901\", \"b07d0146-9f3c-434c-98bb-1c402c220ce7\"], \"total_duration\": 2693.0, \"total_sessions\": 6, \"mean_week_duration\": 16.521}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name are not Berlin, Larebon, Mexico City, Budapest, San Pedro, Bangkok, Santiago"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Berlin\", \"Lisbon\", \"Mexico City\", \"Budapest\", \"San Pedro\", \"Bangkok\", \"Santiago\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"35276\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-22 13:14:34.000000+00:00\", \"2019-12-15 13:24:06.000000+00:00\", \"2021-04-19 18:46:57.000000+00:00\", \"2022-05-31 08:24:47.000000+00:00\", \"2021-01-05 02:57:57.000000+00:00\"], \"session_ids\": [\"e5f693de-827d-42b7-8478-1181fb0176d7\", \"ec3ca3d9-8091-4aef-8bf7-34c0ed3dd4b0\", \"a92b77ae-b883-4bda-b3d1-699795c97b77\", \"18238e72-6266-4f0c-962e-24d8d4182f1f\", \"f5c53e96-04bc-4128-a48c-a0d3865f8d6f\"], \"total_duration\": 128.0, \"total_sessions\": 5, \"mean_week_duration\": 0.992}, \"59181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-10 15:39:48.000000+00:00\", \"2022-10-15 06:48:20.000000+00:00\", \"2022-02-08 05:42:23.000000+00:00\"], \"session_ids\": [\"9ab9d606-547f-42c9-a164-a8decf1b1b5c\", \"450d1176-92eb-4880-a3a8-bc7cefab1bc1\", \"03ab88e9-66a1-458b-a4a3-6a385012c64e\"], \"total_duration\": 59.0, \"total_sessions\": 3, \"mean_week_duration\": 0.421}, \"21389\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-07-13 09:31:19.000000+00:00\", \"2020-01-17 23:17:28.000000+00:00\", \"2019-05-17 01:58:43.000000+00:00\"], \"session_ids\": [\"74a0cf66-66e4-4be2-91a9-35b35a588826\", \"f1b1bd2f-78aa-41d8-99c7-64f6d8df2132\", \"3edca19b-0b11-42c3-bb0d-c56d067225bd\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 1.229}, \"80387\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-23 03:58:52.000000+00:00\", \"2021-08-26 21:34:33.000000+00:00\"], \"session_ids\": [\"1931c33f-6f7a-479c-9b76-f9c3808b5678\", \"502b1868-5d5d-483b-b589-9197297c01cf\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 7.415}, \"68132\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-02 10:08:59.000000+00:00\", \"2021-07-06 16:25:14.000000+00:00\"], \"session_ids\": [\"4831fb90-7703-48ef-81df-e2075f38ed4d\", \"d92bbd51-60fb-45bd-997b-8684b245f75c\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 1.182}, \"62965\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-02 22:42:04.000000+00:00\", \"2023-06-21 23:38:38.000000+00:00\", \"2019-05-13 19:55:27.000000+00:00\", \"2022-11-16 14:05:27.000000+00:00\"], \"session_ids\": [\"601dbf3a-87a5-4a3b-8bd4-8bc2c6e8a6a4\", \"8668a221-61a5-47d8-97e4-ab7866c5c61f\", \"fe3b15a9-bc72-42d7-9e62-b3458df33816\", \"778d3858-d331-400c-8d3b-f4f6ccb0da78\"], \"total_duration\": 1939.0, \"total_sessions\": 4, \"mean_week_duration\": 9.019}, \"22206\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-24 04:19:23.000000+00:00\", \"2021-04-12 14:07:14.000000+00:00\", \"2021-02-01 20:36:54.000000+00:00\", \"2021-07-06 18:52:46.000000+00:00\", \"2020-01-13 16:46:12.000000+00:00\", \"2022-05-21 17:54:45.000000+00:00\", \"2020-01-25 02:46:06.000000+00:00\", \"2020-08-18 07:18:06.000000+00:00\", \"2022-01-26 13:06:19.000000+00:00\"], \"session_ids\": [\"b43fd8b2-718b-4252-b9bc-740700697dfb\", \"d19db19b-b35b-432f-a419-2a6be2b074ea\", \"1904beb2-eaba-4d21-abcf-e2f6777cd8e1\", \"2f541cdb-6a33-4d9e-8a29-f8337b1237b8\", \"56fb2720-6636-4cb0-8354-ae4d4dcaa174\", \"fcf50c26-af1e-4ff8-8197-bf7e723d2950\", \"e00e8b4c-1528-4688-a36d-4958d2f4148b\", \"8d944f59-658e-47a8-a141-77316a2a6005\", \"1ac9178f-29b7-4a33-b7ab-7dbdbed23fa6\"], \"total_duration\": 836.0, \"total_sessions\": 9, \"mean_week_duration\": 5.573}, \"68017\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-01-24 20:41:52.000000+00:00\", \"2021-01-05 22:28:41.000000+00:00\"], \"session_ids\": [\"489f7160-629c-45d4-ba16-a622dc64d8df\", \"e3d24ed9-bfbf-4f8e-8647-e7ffd8ec86a6\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.461}, \"1587\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-26 09:26:25.000000+00:00\", \"2022-02-12 16:13:08.000000+00:00\", \"2022-08-23 12:03:53.000000+00:00\", \"2020-07-28 07:01:38.000000+00:00\", \"2019-10-04 12:37:08.000000+00:00\"], \"session_ids\": [\"f27651c6-1ad8-4110-88f1-df1d3d24ad40\", \"c8122450-e607-483d-8543-76c41f42f07a\", \"cc33b2ab-6819-492b-9c1f-6cbf7e61238e\", \"0e22ca99-d028-4873-b61d-ee95ec748940\", \"8b062ed6-b6b7-4d1b-9532-34d11b6b64be\"], \"total_duration\": 46.0, \"total_sessions\": 5, \"mean_week_duration\": 0.305}, \"70765\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-24 11:36:23.000000+00:00\", \"2020-07-06 20:41:58.000000+00:00\", \"2020-11-18 20:12:07.000000+00:00\", \"2019-11-13 06:24:25.000000+00:00\", \"2021-10-02 00:06:16.000000+00:00\", \"2022-12-24 07:06:55.000000+00:00\"], \"session_ids\": [\"eb72f338-a7ef-467c-8438-b4f60ce078b2\", \"377bddec-aaa8-4449-bc5e-8a216bc296fa\", \"cdb1df22-588a-42f5-8880-20c14c360cc2\", \"4fe7499e-23ec-4b32-afb2-b325357cf05d\", \"5082bd0e-e7ab-48ab-b971-05b275ffd901\", \"b07d0146-9f3c-434c-98bb-1c402c220ce7\"], \"total_duration\": 2693.0, \"total_sessions\": 6, \"mean_week_duration\": 16.521}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-10 15:39:48.000000+00:00\", \"2022-10-15 06:48:20.000000+00:00\", \"2022-02-08 05:42:23.000000+00:00\"], \"session_ids\": [\"9ab9d606-547f-42c9-a164-a8decf1b1b5c\", \"450d1176-92eb-4880-a3a8-bc7cefab1bc1\", \"03ab88e9-66a1-458b-a4a3-6a385012c64e\"], \"total_duration\": 59.0, \"total_sessions\": 3, \"mean_week_duration\": 0.421}}, {\"68132\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-02 10:08:59.000000+00:00\", \"2021-07-06 16:25:14.000000+00:00\"], \"session_ids\": [\"4831fb90-7703-48ef-81df-e2075f38ed4d\", \"d92bbd51-60fb-45bd-997b-8684b245f75c\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 1.182}}, {\"35276\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-22 13:14:34.000000+00:00\", \"2019-12-15 13:24:06.000000+00:00\", \"2021-04-19 18:46:57.000000+00:00\", \"2022-05-31 08:24:47.000000+00:00\", \"2021-01-05 02:57:57.000000+00:00\"], \"session_ids\": [\"e5f693de-827d-42b7-8478-1181fb0176d7\", \"ec3ca3d9-8091-4aef-8bf7-34c0ed3dd4b0\", \"a92b77ae-b883-4bda-b3d1-699795c97b77\", \"18238e72-6266-4f0c-962e-24d8d4182f1f\", \"f5c53e96-04bc-4128-a48c-a0d3865f8d6f\"], \"total_duration\": 128.0, \"total_sessions\": 5, \"mean_week_duration\": 0.992}}, {\"80387\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-23 03:58:52.000000+00:00\", \"2021-08-26 21:34:33.000000+00:00\"], \"session_ids\": [\"1931c33f-6f7a-479c-9b76-f9c3808b5678\", \"502b1868-5d5d-483b-b589-9197297c01cf\"], \"total_duration\": 482.0, \"total_sessions\": 2, \"mean_week_duration\": 7.415}}, {\"22206\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-11-24 04:19:23.000000+00:00\", \"2021-04-12 14:07:14.000000+00:00\", \"2021-02-01 20:36:54.000000+00:00\", \"2021-07-06 18:52:46.000000+00:00\", \"2020-01-13 16:46:12.000000+00:00\", \"2022-05-21 17:54:45.000000+00:00\", \"2020-01-25 02:46:06.000000+00:00\", \"2020-08-18 07:18:06.000000+00:00\", \"2022-01-26 13:06:19.000000+00:00\"], \"session_ids\": [\"b43fd8b2-718b-4252-b9bc-740700697dfb\", \"d19db19b-b35b-432f-a419-2a6be2b074ea\", \"1904beb2-eaba-4d21-abcf-e2f6777cd8e1\", \"2f541cdb-6a33-4d9e-8a29-f8337b1237b8\", \"56fb2720-6636-4cb0-8354-ae4d4dcaa174\", \"fcf50c26-af1e-4ff8-8197-bf7e723d2950\", \"e00e8b4c-1528-4688-a36d-4958d2f4148b\", \"8d944f59-658e-47a8-a141-77316a2a6005\", \"1ac9178f-29b7-4a33-b7ab-7dbdbed23fa6\"], \"total_duration\": 836.0, \"total_sessions\": 9, \"mean_week_duration\": 5.573}}, {\"62965\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-05-02 22:42:04.000000+00:00\", \"2023-06-21 23:38:38.000000+00:00\", \"2019-05-13 19:55:27.000000+00:00\", \"2022-11-16 14:05:27.000000+00:00\"], \"session_ids\": [\"601dbf3a-87a5-4a3b-8bd4-8bc2c6e8a6a4\", \"8668a221-61a5-47d8-97e4-ab7866c5c61f\", \"fe3b15a9-bc72-42d7-9e62-b3458df33816\", \"778d3858-d331-400c-8d3b-f4f6ccb0da78\"], \"total_duration\": 1939.0, \"total_sessions\": 4, \"mean_week_duration\": 9.019}}, {\"70765\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-24 11:36:23.000000+00:00\", \"2020-07-06 20:41:58.000000+00:00\", \"2020-11-18 20:12:07.000000+00:00\", \"2019-11-13 06:24:25.000000+00:00\", \"2021-10-02 00:06:16.000000+00:00\", \"2022-12-24 07:06:55.000000+00:00\"], \"session_ids\": [\"eb72f338-a7ef-467c-8438-b4f60ce078b2\", \"377bddec-aaa8-4449-bc5e-8a216bc296fa\", \"cdb1df22-588a-42f5-8880-20c14c360cc2\", \"4fe7499e-23ec-4b32-afb2-b325357cf05d\", \"5082bd0e-e7ab-48ab-b971-05b275ffd901\", \"b07d0146-9f3c-434c-98bb-1c402c220ce7\"], \"total_duration\": 2693.0, \"total_sessions\": 6, \"mean_week_duration\": 16.521}}, {\"1587\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-10-26 09:26:25.000000+00:00\", \"2022-02-12 16:13:08.000000+00:00\", \"2022-08-23 12:03:53.000000+00:00\", \"2020-07-28 07:01:38.000000+00:00\", \"2019-10-04 12:37:08.000000+00:00\"], \"session_ids\": [\"f27651c6-1ad8-4110-88f1-df1d3d24ad40\", \"c8122450-e607-483d-8543-76c41f42f07a\", \"cc33b2ab-6819-492b-9c1f-6cbf7e61238e\", \"0e22ca99-d028-4873-b61d-ee95ec748940\", \"8b062ed6-b6b7-4d1b-9532-34d11b6b64be\"], \"total_duration\": 46.0, \"total_sessions\": 5, \"mean_week_duration\": 0.305}}, {\"21389\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-07-13 09:31:19.000000+00:00\", \"2020-01-17 23:17:28.000000+00:00\", \"2019-05-17 01:58:43.000000+00:00\"], \"session_ids\": [\"74a0cf66-66e4-4be2-91a9-35b35a588826\", \"f1b1bd2f-78aa-41d8-99c7-64f6d8df2132\", \"3edca19b-0b11-42c3-bb0d-c56d067225bd\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 1.229}}, {\"68017\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-01-24 20:41:52.000000+00:00\", \"2021-01-05 22:28:41.000000+00:00\"], \"session_ids\": [\"489f7160-629c-45d4-ba16-a622dc64d8df\", \"e3d24ed9-bfbf-4f8e-8647-e7ffd8ec86a6\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.461}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"59181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-10 15:39:48.000000+00:00\", \"2022-10-15 06:48:20.000000+00:00\", \"2022-02-08 05:42:23.000000+00:00\"], \"session_ids\": [\"9ab9d606-547f-42c9-a164-a8decf1b1b5c\", \"450d1176-92eb-4880-a3a8-bc7cefab1bc1\", \"03ab88e9-66a1-458b-a4a3-6a385012c64e\"], \"total_duration\": 59.0, \"total_sessions\": 3, \"mean_week_duration\": 0.421}}, {\"68132\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-02 10:08:59.000000+00:00\", \"2021-07-06 16:25:14.000000+00:00\"], \"session_ids\": [\"4831fb90-7703-48ef-81df-e2075f38ed4d\", \"d92bbd51-60fb-45bd-997b-8684b245f75c\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 1.182}}, {\"35276\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-22 13:14:34.000000+00:00\", \"2019-12-15 13:24:06.000000+00:00\", \"2021-04-19 18:46:57.000000+00:00\", \"2022-05-31 08:24:47.000000+00:00\", \"2021-01-05 02:57:57.000000+00:00\"], \"session_ids\": [\"e5f693de-827d-42b7-8478-1181fb0176d7\", \"ec3ca3d9-8091-4aef-8bf7-34c0ed3dd4b0\", \"a92b77ae-b883-4bda-b3d1-699795c97b77\", \"18238e72-6266-4f0c-962e-24d8d4182f1f\", \"f5c53e96-04bc-4128-a48c-a0d3865f8d6f\"], \"total_duration\": 128.0, \"total_sessions\": 5, \"mean_week_duration\": 0.992}}]\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[{\"59181\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-10 15:39:48.000000+00:00\", \"2022-10-15 06:48:20.000000+00:00\", \"2022-02-08 05:42:23.000000+00:00\"], \"session_ids\": [\"9ab9d606-547f-42c9-a164-a8decf1b1b5c\", \"450d1176-92eb-4880-a3a8-bc7cefab1bc1\", \"03ab88e9-66a1-458b-a4a3-6a385012c64e\"], \"total_duration\": 59.0, \"total_sessions\": 3, \"mean_week_duration\": 0.421}}, {\"68132\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-02 10:08:59.000000+00:00\", \"2021-07-06 16:25:14.000000+00:00\"], \"session_ids\": [\"4831fb90-7703-48ef-81df-e2075f38ed4d\", \"d92bbd51-60fb-45bd-997b-8684b245f75c\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 1.182}}, {\"35276\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-22 13:14:34.000000+00:00\", \"2019-12-15 13:24:06.000000+00:00\", \"2021-04-19 18:46:57.000000+00:00\", \"2022-05-31 08:24:47.000000+00:00\", \"2021-01-05 02:57:57.000000+00:00\"], \"session_ids\": [\"e5f693de-827d-42b7-8478-1181fb0176d7\", \"ec3ca3d9-8091-4aef-8bf7-34c0ed3dd4b0\", \"a92b77ae-b883-4bda-b3d1-699795c97b77\", \"18238e72-6266-4f0c-962e-24d8d4182f1f\", \"f5c53e96-04bc-4128-a48c-a0d3865f8d6f\"], \"total_duration\": 128.0, \"total_sessions\": 5, \"mean_week_duration\": 0.992}}]\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 users to me with a app usage time per week that is above 5, exclusive 5 additionaly carry out sorting by town title in descending , and display only 2 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{\"93361\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-10 03:39:23.000000+00:00\", \"2019-03-27 19:52:43.000000+00:00\", \"2022-10-09 22:05:51.000000+00:00\", \"2023-03-03 08:23:53.000000+00:00\", \"2022-06-29 11:10:14.000000+00:00\", \"2023-06-16 13:57:44.000000+00:00\", \"2021-06-01 07:58:06.000000+00:00\", \"2020-12-31 05:41:25.000000+00:00\"], \"session_ids\": [\"306542e5-3a9c-44d0-bd82-16be83386dcf\", \"96e2dbd4-2f93-42b7-9a18-01d9251d0a49\", \"ae1bf4b2-111c-4550-a39f-5d4b35d0acba\", \"49405d83-05a6-4db0-abc1-139dc3febb26\", \"4c9c4815-35d8-4a95-aee3-cfa365ba5d76\", \"b7de3a72-a264-46b4-b82b-1746ac94a745\", \"3a53eb43-7e0f-445c-aa9e-8d962536ba35\", \"53aef2e1-1e79-4b05-9b60-eeaac9f6bdd4\"], \"total_duration\": 2895.0, \"total_sessions\": 8, \"mean_week_duration\": 13.1}, \"33457\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-07-30 04:57:57.000000+00:00\", \"2020-05-23 05:14:39.000000+00:00\", \"2022-06-18 12:56:50.000000+00:00\", \"2019-08-04 06:14:41.000000+00:00\", \"2019-12-30 15:34:11.000000+00:00\", \"2020-08-18 19:59:14.000000+00:00\"], \"session_ids\": [\"0f9faa80-90ed-4a57-b7bc-1ec22fabdde2\", \"e83a0233-5566-4f89-959b-ea68b0ed1311\", \"dfdc1a8b-9243-40f6-9691-6b07dcd3b401\", \"d40fe72e-4cd9-41de-bfc2-d3d6932ef6bb\", \"5e014845-0320-4970-bffd-67873c5b8f2f\", \"52501afe-b56f-48ab-9aab-71630da70024\"], \"total_duration\": 1463.0, \"total_sessions\": 6, \"mean_week_duration\": 9.753}, \"15105\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-05 06:35:22.000000+00:00\", \"2022-07-01 18:38:07.000000+00:00\", \"2021-12-10 22:47:24.000000+00:00\"], \"session_ids\": [\"be0172f0-f1ee-4d0d-83e5-8ed065ac13b3\", \"f7864230-c4f9-4477-af57-6e9779909308\", \"bc9b69e9-3ca4-4aa7-81c0-5b62b72170cd\"], \"total_duration\": 59.0, \"total_sessions\": 3, \"mean_week_duration\": 1.054}, \"9587\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-11-14 23:59:13.000000+00:00\", \"2022-01-23 01:58:08.000000+00:00\", \"2019-10-23 10:33:44.000000+00:00\", \"2023-01-26 19:52:12.000000+00:00\"], \"session_ids\": [\"b6cbf9a8-6790-482a-9ba9-9439c2b6cc8a\", \"fd478182-2cbb-4102-96b1-419e5ff35db1\", \"1386823c-f30b-43f1-908a-2e7cee291824\", \"dbb669a1-d297-4947-a297-0144f028614d\"], \"total_duration\": 533.0, \"total_sessions\": 4, \"mean_week_duration\": 3.117}, \"81252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-05-17 05:11:41.000000+00:00\", \"2020-11-09 22:03:08.000000+00:00\", \"2022-02-11 10:45:22.000000+00:00\"], \"session_ids\": [\"5cc20d4b-fac6-437d-a9fb-7ae7dc94b4f2\", \"7d81e287-a712-4414-b784-8132b73e7d24\", \"93ca87c6-655b-4bc1-88fe-f57790b6c451\"], \"total_duration\": 840.0, \"total_sessions\": 3, \"mean_week_duration\": 6.364}, \"73162\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-07-06 13:03:12.000000+00:00\", \"2023-04-19 14:59:32.000000+00:00\", \"2019-06-12 09:33:02.000000+00:00\"], \"session_ids\": [\"9dcac6a6-140d-4ca3-9cab-4d9dd82efb4c\", \"121e0bd2-cc2a-411a-a6a6-c71edbf8dfe7\", \"6b57a9dd-12ad-4af6-b1d1-f1a61e9ce8a0\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.109}, \"40144\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-06-20 08:16:54.000000+00:00\", \"2019-12-20 08:07:24.000000+00:00\", \"2023-03-16 02:28:55.000000+00:00\", \"2020-05-09 01:19:19.000000+00:00\"], \"session_ids\": [\"449cc233-6bab-4fb9-895b-30849d2f5594\", \"3e2750b0-8f7c-490c-ac18-5a856ec14537\", \"5a673ffa-493c-41b2-92ef-d7f868db2ef7\", \"1068cd65-18b6-452e-9933-5a1b09e602c5\"], \"total_duration\": 474.0, \"total_sessions\": 4, \"mean_week_duration\": 2.805}, \"74610\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-11-20 03:26:18.000000+00:00\", \"2019-02-18 22:50:50.000000+00:00\", \"2019-04-01 11:10:33.000000+00:00\", \"2022-04-01 08:45:23.000000+00:00\", \"2021-06-06 23:49:11.000000+00:00\", \"2019-04-04 02:15:09.000000+00:00\", \"2019-07-21 14:34:54.000000+00:00\"], \"session_ids\": [\"a0e0a940-bd05-4152-adaa-2fa370800c2a\", \"8c9a5df1-c24e-4b49-b687-35e0010e47cb\", \"ae346725-2b38-4c93-a333-326ee85eb716\", \"eea3b88c-75b2-46c2-a954-a853d19abf34\", \"6926bfde-2254-445b-80b0-bb828fd01d53\", \"58f2e168-3713-46f3-a94f-686ea2150c90\", \"ee8b2890-7b9f-4fc0-9af1-794de6926a65\"], \"total_duration\": 147.0, \"total_sessions\": 7, \"mean_week_duration\": 0.75}, \"45995\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-31 01:54:26.000000+00:00\", \"2022-08-06 21:02:18.000000+00:00\"], \"session_ids\": [\"a94efedd-91d8-4820-92ee-332070e85350\", \"c73c6299-9d8c-4af5-a2ef-be35d709567c\"], \"total_duration\": 100.0, \"total_sessions\": 2, \"mean_week_duration\": 3.125}, \"10646\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-11-21 18:34:49.000000+00:00\", \"2022-08-20 11:21:56.000000+00:00\", \"2019-04-09 18:15:20.000000+00:00\", \"2021-02-02 02:36:37.000000+00:00\", \"2019-12-28 15:39:52.000000+00:00\"], \"session_ids\": [\"3b3f403b-a6ac-4cbe-bcef-c81ebe14d041\", \"a25e33d7-f192-4d9e-92ee-62d583bd3fd4\", \"afee47d7-e82e-4220-ba89-cb8516f8b9cf\", \"be42a0f2-eb3e-47f8-b3c5-02bf19caa9bd\", \"b5dc1414-5940-4042-a844-1092a37ec438\"], \"total_duration\": 2962.0, \"total_sessions\": 5, \"mean_week_duration\": 16.83}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[5, 33]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"93361\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-10 03:39:23.000000+00:00\", \"2019-03-27 19:52:43.000000+00:00\", \"2022-10-09 22:05:51.000000+00:00\", \"2023-03-03 08:23:53.000000+00:00\", \"2022-06-29 11:10:14.000000+00:00\", \"2023-06-16 13:57:44.000000+00:00\", \"2021-06-01 07:58:06.000000+00:00\", \"2020-12-31 05:41:25.000000+00:00\"], \"session_ids\": [\"306542e5-3a9c-44d0-bd82-16be83386dcf\", \"96e2dbd4-2f93-42b7-9a18-01d9251d0a49\", \"ae1bf4b2-111c-4550-a39f-5d4b35d0acba\", \"49405d83-05a6-4db0-abc1-139dc3febb26\", \"4c9c4815-35d8-4a95-aee3-cfa365ba5d76\", \"b7de3a72-a264-46b4-b82b-1746ac94a745\", \"3a53eb43-7e0f-445c-aa9e-8d962536ba35\", \"53aef2e1-1e79-4b05-9b60-eeaac9f6bdd4\"], \"total_duration\": 2895.0, \"total_sessions\": 8, \"mean_week_duration\": 13.1}, \"33457\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-07-30 04:57:57.000000+00:00\", \"2020-05-23 05:14:39.000000+00:00\", \"2022-06-18 12:56:50.000000+00:00\", \"2019-08-04 06:14:41.000000+00:00\", \"2019-12-30 15:34:11.000000+00:00\", \"2020-08-18 19:59:14.000000+00:00\"], \"session_ids\": [\"0f9faa80-90ed-4a57-b7bc-1ec22fabdde2\", \"e83a0233-5566-4f89-959b-ea68b0ed1311\", \"dfdc1a8b-9243-40f6-9691-6b07dcd3b401\", \"d40fe72e-4cd9-41de-bfc2-d3d6932ef6bb\", \"5e014845-0320-4970-bffd-67873c5b8f2f\", \"52501afe-b56f-48ab-9aab-71630da70024\"], \"total_duration\": 1463.0, \"total_sessions\": 6, \"mean_week_duration\": 9.753}, \"81252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-05-17 05:11:41.000000+00:00\", \"2020-11-09 22:03:08.000000+00:00\", \"2022-02-11 10:45:22.000000+00:00\"], \"session_ids\": [\"5cc20d4b-fac6-437d-a9fb-7ae7dc94b4f2\", \"7d81e287-a712-4414-b784-8132b73e7d24\", \"93ca87c6-655b-4bc1-88fe-f57790b6c451\"], \"total_duration\": 840.0, \"total_sessions\": 3, \"mean_week_duration\": 6.364}, \"10646\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-11-21 18:34:49.000000+00:00\", \"2022-08-20 11:21:56.000000+00:00\", \"2019-04-09 18:15:20.000000+00:00\", \"2021-02-02 02:36:37.000000+00:00\", \"2019-12-28 15:39:52.000000+00:00\"], \"session_ids\": [\"3b3f403b-a6ac-4cbe-bcef-c81ebe14d041\", \"a25e33d7-f192-4d9e-92ee-62d583bd3fd4\", \"afee47d7-e82e-4220-ba89-cb8516f8b9cf\", \"be42a0f2-eb3e-47f8-b3c5-02bf19caa9bd\", \"b5dc1414-5940-4042-a844-1092a37ec438\"], \"total_duration\": 2962.0, \"total_sessions\": 5, \"mean_week_duration\": 16.83}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to city_name attribute descendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10646\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-11-21 18:34:49.000000+00:00\", \"2022-08-20 11:21:56.000000+00:00\", \"2019-04-09 18:15:20.000000+00:00\", \"2021-02-02 02:36:37.000000+00:00\", \"2019-12-28 15:39:52.000000+00:00\"], \"session_ids\": [\"3b3f403b-a6ac-4cbe-bcef-c81ebe14d041\", \"a25e33d7-f192-4d9e-92ee-62d583bd3fd4\", \"afee47d7-e82e-4220-ba89-cb8516f8b9cf\", \"be42a0f2-eb3e-47f8-b3c5-02bf19caa9bd\", \"b5dc1414-5940-4042-a844-1092a37ec438\"], \"total_duration\": 2962.0, \"total_sessions\": 5, \"mean_week_duration\": 16.83}}, {\"93361\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-10 03:39:23.000000+00:00\", \"2019-03-27 19:52:43.000000+00:00\", \"2022-10-09 22:05:51.000000+00:00\", \"2023-03-03 08:23:53.000000+00:00\", \"2022-06-29 11:10:14.000000+00:00\", \"2023-06-16 13:57:44.000000+00:00\", \"2021-06-01 07:58:06.000000+00:00\", \"2020-12-31 05:41:25.000000+00:00\"], \"session_ids\": [\"306542e5-3a9c-44d0-bd82-16be83386dcf\", \"96e2dbd4-2f93-42b7-9a18-01d9251d0a49\", \"ae1bf4b2-111c-4550-a39f-5d4b35d0acba\", \"49405d83-05a6-4db0-abc1-139dc3febb26\", \"4c9c4815-35d8-4a95-aee3-cfa365ba5d76\", \"b7de3a72-a264-46b4-b82b-1746ac94a745\", \"3a53eb43-7e0f-445c-aa9e-8d962536ba35\", \"53aef2e1-1e79-4b05-9b60-eeaac9f6bdd4\"], \"total_duration\": 2895.0, \"total_sessions\": 8, \"mean_week_duration\": 13.1}}, {\"33457\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-07-30 04:57:57.000000+00:00\", \"2020-05-23 05:14:39.000000+00:00\", \"2022-06-18 12:56:50.000000+00:00\", \"2019-08-04 06:14:41.000000+00:00\", \"2019-12-30 15:34:11.000000+00:00\", \"2020-08-18 19:59:14.000000+00:00\"], \"session_ids\": [\"0f9faa80-90ed-4a57-b7bc-1ec22fabdde2\", \"e83a0233-5566-4f89-959b-ea68b0ed1311\", \"dfdc1a8b-9243-40f6-9691-6b07dcd3b401\", \"d40fe72e-4cd9-41de-bfc2-d3d6932ef6bb\", \"5e014845-0320-4970-bffd-67873c5b8f2f\", \"52501afe-b56f-48ab-9aab-71630da70024\"], \"total_duration\": 1463.0, \"total_sessions\": 6, \"mean_week_duration\": 9.753}}, {\"81252\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-05-17 05:11:41.000000+00:00\", \"2020-11-09 22:03:08.000000+00:00\", \"2022-02-11 10:45:22.000000+00:00\"], \"session_ids\": [\"5cc20d4b-fac6-437d-a9fb-7ae7dc94b4f2\", \"7d81e287-a712-4414-b784-8132b73e7d24\", \"93ca87c6-655b-4bc1-88fe-f57790b6c451\"], \"total_duration\": 840.0, \"total_sessions\": 3, \"mean_week_duration\": 6.364}}]\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[{\"10646\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-11-21 18:34:49.000000+00:00\", \"2022-08-20 11:21:56.000000+00:00\", \"2019-04-09 18:15:20.000000+00:00\", \"2021-02-02 02:36:37.000000+00:00\", \"2019-12-28 15:39:52.000000+00:00\"], \"session_ids\": [\"3b3f403b-a6ac-4cbe-bcef-c81ebe14d041\", \"a25e33d7-f192-4d9e-92ee-62d583bd3fd4\", \"afee47d7-e82e-4220-ba89-cb8516f8b9cf\", \"be42a0f2-eb3e-47f8-b3c5-02bf19caa9bd\", \"b5dc1414-5940-4042-a844-1092a37ec438\"], \"total_duration\": 2962.0, \"total_sessions\": 5, \"mean_week_duration\": 16.83}}, {\"93361\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-10 03:39:23.000000+00:00\", \"2019-03-27 19:52:43.000000+00:00\", \"2022-10-09 22:05:51.000000+00:00\", \"2023-03-03 08:23:53.000000+00:00\", \"2022-06-29 11:10:14.000000+00:00\", \"2023-06-16 13:57:44.000000+00:00\", \"2021-06-01 07:58:06.000000+00:00\", \"2020-12-31 05:41:25.000000+00:00\"], \"session_ids\": [\"306542e5-3a9c-44d0-bd82-16be83386dcf\", \"96e2dbd4-2f93-42b7-9a18-01d9251d0a49\", \"ae1bf4b2-111c-4550-a39f-5d4b35d0acba\", \"49405d83-05a6-4db0-abc1-139dc3febb26\", \"4c9c4815-35d8-4a95-aee3-cfa365ba5d76\", \"b7de3a72-a264-46b4-b82b-1746ac94a745\", \"3a53eb43-7e0f-445c-aa9e-8d962536ba35\", \"53aef2e1-1e79-4b05-9b60-eeaac9f6bdd4\"], \"total_duration\": 2895.0, \"total_sessions\": 8, \"mean_week_duration\": 13.1}}]\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[{\"10646\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2019-11-21 18:34:49.000000+00:00\", \"2022-08-20 11:21:56.000000+00:00\", \"2019-04-09 18:15:20.000000+00:00\", \"2021-02-02 02:36:37.000000+00:00\", \"2019-12-28 15:39:52.000000+00:00\"], \"session_ids\": [\"3b3f403b-a6ac-4cbe-bcef-c81ebe14d041\", \"a25e33d7-f192-4d9e-92ee-62d583bd3fd4\", \"afee47d7-e82e-4220-ba89-cb8516f8b9cf\", \"be42a0f2-eb3e-47f8-b3c5-02bf19caa9bd\", \"b5dc1414-5940-4042-a844-1092a37ec438\"], \"total_duration\": 2962.0, \"total_sessions\": 5, \"mean_week_duration\": 16.83}}, {\"93361\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-03-10 03:39:23.000000+00:00\", \"2019-03-27 19:52:43.000000+00:00\", \"2022-10-09 22:05:51.000000+00:00\", \"2023-03-03 08:23:53.000000+00:00\", \"2022-06-29 11:10:14.000000+00:00\", \"2023-06-16 13:57:44.000000+00:00\", \"2021-06-01 07:58:06.000000+00:00\", \"2020-12-31 05:41:25.000000+00:00\"], \"session_ids\": [\"306542e5-3a9c-44d0-bd82-16be83386dcf\", \"96e2dbd4-2f93-42b7-9a18-01d9251d0a49\", \"ae1bf4b2-111c-4550-a39f-5d4b35d0acba\", \"49405d83-05a6-4db0-abc1-139dc3febb26\", \"4c9c4815-35d8-4a95-aee3-cfa365ba5d76\", \"b7de3a72-a264-46b4-b82b-1746ac94a745\", \"3a53eb43-7e0f-445c-aa9e-8d962536ba35\", \"53aef2e1-1e79-4b05-9b60-eeaac9f6bdd4\"], \"total_duration\": 2895.0, \"total_sessions\": 8, \"mean_week_duration\": 13.1}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about 7 users who have duration summation of sessions per week strictly bigger than 31 and strictly smaller than 18 , apply sorting by urban center name in asc 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{\"92820\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-27 06:36:23.000000+00:00\", \"2021-03-02 14:46:44.000000+00:00\"], \"session_ids\": [\"8f228345-a182-49ff-bcd9-14f53300fa3c\", \"e396154b-802a-46e5-8c23-87634c838ce5\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 16.8}, \"60094\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-12-30 05:41:53.000000+00:00\", \"2020-09-10 16:39:39.000000+00:00\"], \"session_ids\": [\"9e03bb3d-8dec-4e60-bb6d-a1a7d199b8a3\", \"0c4356a7-4578-49a8-9508-f9b64e582c66\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 1.75}, \"31156\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-06 12:15:34.000000+00:00\", \"2019-11-24 13:06:34.000000+00:00\"], \"session_ids\": [\"589bd50e-039b-4d74-abe2-74b0ca43afaa\", \"68aab508-0476-4558-b5ce-8ce7d56ea90f\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.423}, \"10534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-02 21:42:25.000000+00:00\", \"2022-09-23 05:28:34.000000+00:00\", \"2021-08-23 06:48:56.000000+00:00\"], \"session_ids\": [\"e7e3047b-5d4f-4734-b4ae-0493b6c0840d\", \"1af5d152-aa98-4000-a751-8c6b359903a7\", \"453e24dc-bb12-4ee0-a3e9-b59c359fd7c1\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 4.38}, \"19582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-08 00:19:46.000000+00:00\", \"2020-06-03 20:15:59.000000+00:00\"], \"session_ids\": [\"ec0d8d21-d8b7-48a4-94ed-dec9fabfb664\", \"c66ed6ed-92b9-4e8e-9fa6-4cfcb6a380e9\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.409}, \"16232\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-28 04:15:58.000000+00:00\", \"2019-12-16 02:34:44.000000+00:00\", \"2019-09-02 17:24:13.000000+00:00\"], \"session_ids\": [\"a181cd76-0053-4cd9-9a18-0cf601858ebd\", \"c2969837-d31f-4285-898a-fe1a17a27e8e\", \"1ec0ff9e-8192-4cf1-8df9-23e05ac5b530\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 4.6}, \"43666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-09 06:07:20.000000+00:00\", \"2020-04-22 15:43:01.000000+00:00\"], \"session_ids\": [\"a65448df-810e-48ce-82f7-9d95ebb35d39\", \"81e9ec19-8486-45c4-a77d-14759f03ecd1\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.816}, \"11883\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-08 03:04:43.000000+00:00\", \"2022-10-05 20:00:24.000000+00:00\"], \"session_ids\": [\"494187c0-0c21-4475-b5dc-d2240a3da43b\", \"0faedcaa-5591-4701-8bd8-0b88427dbb56\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 2.562}, \"9702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-12-17 11:30:26.000000+00:00\", \"2023-04-11 03:46:11.000000+00:00\"], \"session_ids\": [\"4a33bd88-b7a0-4a98-837b-78f68823acbf\", \"d2bddc13-41d7-4508-8cf9-08891c59c0f8\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.661}, \"40197\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 3}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-07-01 06:11:42.000000+00:00\", \"2020-04-03 21:14:43.000000+00:00\"], \"session_ids\": [\"387d9893-3c3a-4509-b66e-c28065e8923a\", \"9c8c12d3-89c1-43f6-9a9a-c483970fd134\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 30.462}}\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 18 and are greater than 31"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[18, 31]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"92820\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-27 06:36:23.000000+00:00\", \"2021-03-02 14:46:44.000000+00:00\"], \"session_ids\": [\"8f228345-a182-49ff-bcd9-14f53300fa3c\", \"e396154b-802a-46e5-8c23-87634c838ce5\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 16.8}, \"60094\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-12-30 05:41:53.000000+00:00\", \"2020-09-10 16:39:39.000000+00:00\"], \"session_ids\": [\"9e03bb3d-8dec-4e60-bb6d-a1a7d199b8a3\", \"0c4356a7-4578-49a8-9508-f9b64e582c66\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 1.75}, \"31156\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-06 12:15:34.000000+00:00\", \"2019-11-24 13:06:34.000000+00:00\"], \"session_ids\": [\"589bd50e-039b-4d74-abe2-74b0ca43afaa\", \"68aab508-0476-4558-b5ce-8ce7d56ea90f\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.423}, \"10534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-02 21:42:25.000000+00:00\", \"2022-09-23 05:28:34.000000+00:00\", \"2021-08-23 06:48:56.000000+00:00\"], \"session_ids\": [\"e7e3047b-5d4f-4734-b4ae-0493b6c0840d\", \"1af5d152-aa98-4000-a751-8c6b359903a7\", \"453e24dc-bb12-4ee0-a3e9-b59c359fd7c1\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 4.38}, \"19582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-08 00:19:46.000000+00:00\", \"2020-06-03 20:15:59.000000+00:00\"], \"session_ids\": [\"ec0d8d21-d8b7-48a4-94ed-dec9fabfb664\", \"c66ed6ed-92b9-4e8e-9fa6-4cfcb6a380e9\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.409}, \"16232\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-28 04:15:58.000000+00:00\", \"2019-12-16 02:34:44.000000+00:00\", \"2019-09-02 17:24:13.000000+00:00\"], \"session_ids\": [\"a181cd76-0053-4cd9-9a18-0cf601858ebd\", \"c2969837-d31f-4285-898a-fe1a17a27e8e\", \"1ec0ff9e-8192-4cf1-8df9-23e05ac5b530\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 4.6}, \"43666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-09 06:07:20.000000+00:00\", \"2020-04-22 15:43:01.000000+00:00\"], \"session_ids\": [\"a65448df-810e-48ce-82f7-9d95ebb35d39\", \"81e9ec19-8486-45c4-a77d-14759f03ecd1\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.816}, \"11883\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-08 03:04:43.000000+00:00\", \"2022-10-05 20:00:24.000000+00:00\"], \"session_ids\": [\"494187c0-0c21-4475-b5dc-d2240a3da43b\", \"0faedcaa-5591-4701-8bd8-0b88427dbb56\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 2.562}, \"9702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-12-17 11:30:26.000000+00:00\", \"2023-04-11 03:46:11.000000+00:00\"], \"session_ids\": [\"4a33bd88-b7a0-4a98-837b-78f68823acbf\", \"d2bddc13-41d7-4508-8cf9-08891c59c0f8\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.661}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by city_name"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-12-17 11:30:26.000000+00:00\", \"2023-04-11 03:46:11.000000+00:00\"], \"session_ids\": [\"4a33bd88-b7a0-4a98-837b-78f68823acbf\", \"d2bddc13-41d7-4508-8cf9-08891c59c0f8\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.661}}, {\"16232\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-28 04:15:58.000000+00:00\", \"2019-12-16 02:34:44.000000+00:00\", \"2019-09-02 17:24:13.000000+00:00\"], \"session_ids\": [\"a181cd76-0053-4cd9-9a18-0cf601858ebd\", \"c2969837-d31f-4285-898a-fe1a17a27e8e\", \"1ec0ff9e-8192-4cf1-8df9-23e05ac5b530\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 4.6}}, {\"92820\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-27 06:36:23.000000+00:00\", \"2021-03-02 14:46:44.000000+00:00\"], \"session_ids\": [\"8f228345-a182-49ff-bcd9-14f53300fa3c\", \"e396154b-802a-46e5-8c23-87634c838ce5\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 16.8}}, {\"11883\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-08 03:04:43.000000+00:00\", \"2022-10-05 20:00:24.000000+00:00\"], \"session_ids\": [\"494187c0-0c21-4475-b5dc-d2240a3da43b\", \"0faedcaa-5591-4701-8bd8-0b88427dbb56\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 2.562}}, {\"10534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-02 21:42:25.000000+00:00\", \"2022-09-23 05:28:34.000000+00:00\", \"2021-08-23 06:48:56.000000+00:00\"], \"session_ids\": [\"e7e3047b-5d4f-4734-b4ae-0493b6c0840d\", \"1af5d152-aa98-4000-a751-8c6b359903a7\", \"453e24dc-bb12-4ee0-a3e9-b59c359fd7c1\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 4.38}}, {\"31156\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-06 12:15:34.000000+00:00\", \"2019-11-24 13:06:34.000000+00:00\"], \"session_ids\": [\"589bd50e-039b-4d74-abe2-74b0ca43afaa\", \"68aab508-0476-4558-b5ce-8ce7d56ea90f\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.423}}, {\"43666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-09 06:07:20.000000+00:00\", \"2020-04-22 15:43:01.000000+00:00\"], \"session_ids\": [\"a65448df-810e-48ce-82f7-9d95ebb35d39\", \"81e9ec19-8486-45c4-a77d-14759f03ecd1\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.816}}, {\"19582\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2023-04-08 00:19:46.000000+00:00\", \"2020-06-03 20:15:59.000000+00:00\"], \"session_ids\": [\"ec0d8d21-d8b7-48a4-94ed-dec9fabfb664\", \"c66ed6ed-92b9-4e8e-9fa6-4cfcb6a380e9\"], \"total_duration\": 61.0, \"total_sessions\": 2, \"mean_week_duration\": 0.409}}, {\"60094\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-12-30 05:41:53.000000+00:00\", \"2020-09-10 16:39:39.000000+00:00\"], \"session_ids\": [\"9e03bb3d-8dec-4e60-bb6d-a1a7d199b8a3\", \"0c4356a7-4578-49a8-9508-f9b64e582c66\"], \"total_duration\": 119.0, \"total_sessions\": 2, \"mean_week_duration\": 1.75}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-12-17 11:30:26.000000+00:00\", \"2023-04-11 03:46:11.000000+00:00\"], \"session_ids\": [\"4a33bd88-b7a0-4a98-837b-78f68823acbf\", \"d2bddc13-41d7-4508-8cf9-08891c59c0f8\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.661}}, {\"16232\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-28 04:15:58.000000+00:00\", \"2019-12-16 02:34:44.000000+00:00\", \"2019-09-02 17:24:13.000000+00:00\"], \"session_ids\": [\"a181cd76-0053-4cd9-9a18-0cf601858ebd\", \"c2969837-d31f-4285-898a-fe1a17a27e8e\", \"1ec0ff9e-8192-4cf1-8df9-23e05ac5b530\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 4.6}}, {\"92820\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-27 06:36:23.000000+00:00\", \"2021-03-02 14:46:44.000000+00:00\"], \"session_ids\": [\"8f228345-a182-49ff-bcd9-14f53300fa3c\", \"e396154b-802a-46e5-8c23-87634c838ce5\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 16.8}}, {\"11883\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-08 03:04:43.000000+00:00\", \"2022-10-05 20:00:24.000000+00:00\"], \"session_ids\": [\"494187c0-0c21-4475-b5dc-d2240a3da43b\", \"0faedcaa-5591-4701-8bd8-0b88427dbb56\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 2.562}}, {\"10534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-02 21:42:25.000000+00:00\", \"2022-09-23 05:28:34.000000+00:00\", \"2021-08-23 06:48:56.000000+00:00\"], \"session_ids\": [\"e7e3047b-5d4f-4734-b4ae-0493b6c0840d\", \"1af5d152-aa98-4000-a751-8c6b359903a7\", \"453e24dc-bb12-4ee0-a3e9-b59c359fd7c1\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 4.38}}, {\"31156\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-06 12:15:34.000000+00:00\", \"2019-11-24 13:06:34.000000+00:00\"], \"session_ids\": [\"589bd50e-039b-4d74-abe2-74b0ca43afaa\", \"68aab508-0476-4558-b5ce-8ce7d56ea90f\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.423}}, {\"43666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-09 06:07:20.000000+00:00\", \"2020-04-22 15:43:01.000000+00:00\"], \"session_ids\": [\"a65448df-810e-48ce-82f7-9d95ebb35d39\", \"81e9ec19-8486-45c4-a77d-14759f03ecd1\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.816}}]\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[{\"9702\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-12-17 11:30:26.000000+00:00\", \"2023-04-11 03:46:11.000000+00:00\"], \"session_ids\": [\"4a33bd88-b7a0-4a98-837b-78f68823acbf\", \"d2bddc13-41d7-4508-8cf9-08891c59c0f8\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 0.661}}, {\"16232\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-03-28 04:15:58.000000+00:00\", \"2019-12-16 02:34:44.000000+00:00\", \"2019-09-02 17:24:13.000000+00:00\"], \"session_ids\": [\"a181cd76-0053-4cd9-9a18-0cf601858ebd\", \"c2969837-d31f-4285-898a-fe1a17a27e8e\", \"1ec0ff9e-8192-4cf1-8df9-23e05ac5b530\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 4.6}}, {\"92820\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-12-27 06:36:23.000000+00:00\", \"2021-03-02 14:46:44.000000+00:00\"], \"session_ids\": [\"8f228345-a182-49ff-bcd9-14f53300fa3c\", \"e396154b-802a-46e5-8c23-87634c838ce5\"], \"total_duration\": 168.0, \"total_sessions\": 2, \"mean_week_duration\": 16.8}}, {\"11883\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-08 03:04:43.000000+00:00\", \"2022-10-05 20:00:24.000000+00:00\"], \"session_ids\": [\"494187c0-0c21-4475-b5dc-d2240a3da43b\", \"0faedcaa-5591-4701-8bd8-0b88427dbb56\"], \"total_duration\": 333.0, \"total_sessions\": 2, \"mean_week_duration\": 2.562}}, {\"10534\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-06-02 21:42:25.000000+00:00\", \"2022-09-23 05:28:34.000000+00:00\", \"2021-08-23 06:48:56.000000+00:00\"], \"session_ids\": [\"e7e3047b-5d4f-4734-b4ae-0493b6c0840d\", \"1af5d152-aa98-4000-a751-8c6b359903a7\", \"453e24dc-bb12-4ee0-a3e9-b59c359fd7c1\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 4.38}}, {\"31156\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-06 12:15:34.000000+00:00\", \"2019-11-24 13:06:34.000000+00:00\"], \"session_ids\": [\"589bd50e-039b-4d74-abe2-74b0ca43afaa\", \"68aab508-0476-4558-b5ce-8ce7d56ea90f\"], \"total_duration\": 195.0, \"total_sessions\": 2, \"mean_week_duration\": 1.423}}, {\"43666\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-09 06:07:20.000000+00:00\", \"2020-04-22 15:43:01.000000+00:00\"], \"session_ids\": [\"a65448df-810e-48ce-82f7-9d95ebb35d39\", \"81e9ec19-8486-45c4-a77d-14759f03ecd1\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.816}}]\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 7 users whose app usage time per week is strictly less than 38 and strictly greater than 12 and carry out sorting by mean week duration in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"13477\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 9, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-11-20 13:03:10.000000+00:00\", \"2020-06-05 22:56:01.000000+00:00\", \"2019-01-19 17:23:55.000000+00:00\"], \"session_ids\": [\"930a0f81-2bb6-4d1e-8cab-4da6f9342aa5\", \"f57e8679-89f7-4ba5-ab14-4b758eb64c49\", \"b06ea012-b7c0-4738-aba6-f7fcbe1c318e\"], \"total_duration\": 668.0, \"total_sessions\": 3, \"mean_week_duration\": 9.278}, \"15526\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-10-23 20:38:28.000000+00:00\", \"2021-03-03 23:14:45.000000+00:00\", \"2019-06-06 11:53:28.000000+00:00\"], \"session_ids\": [\"32b4bc6e-7155-47b4-87a7-65271c9a3e65\", \"dfe827bc-a039-43f4-989b-c064b7ebc977\", \"55793312-4493-41ec-b1f1-ec7999fb8546\"], \"total_duration\": 671.0, \"total_sessions\": 3, \"mean_week_duration\": 3.791}, \"93808\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-08-30 03:36:07.000000+00:00\", \"2023-01-08 01:40:49.000000+00:00\", \"2019-10-22 10:04:57.000000+00:00\", \"2020-05-01 14:52:59.000000+00:00\", \"2022-04-13 16:44:15.000000+00:00\", \"2022-02-07 03:53:48.000000+00:00\", \"2021-08-16 02:36:35.000000+00:00\", \"2022-03-04 08:01:01.000000+00:00\"], \"session_ids\": [\"f42fd26b-e4d8-4b90-a8cc-ab39c0ae137b\", \"8b32ecde-e3e0-4e0b-9359-bed368a5d522\", \"e34e8cc2-6bf7-4325-8109-1a39863e7caa\", \"f23f5072-bbd0-4a02-b866-fdb6ef426d64\", \"049b48f8-31e8-45fe-8f26-dbb5333af1de\", \"9750cc02-77ac-4187-ba2a-547725a899d9\", \"6b3b3c4c-454e-4e32-9427-c29b4603264d\", \"6d753f87-85da-4ef1-9287-eeef7dbf8e83\"], \"total_duration\": 9869.0, \"total_sessions\": 8, \"mean_week_duration\": 56.074}, \"89251\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-20 12:40:15.000000+00:00\", \"2023-03-05 19:37:26.000000+00:00\"], \"session_ids\": [\"4f0f8e2d-0be9-4284-9476-2f2abab344f9\", \"7988991a-2053-4503-90f2-34a6fe9609c2\"], \"total_duration\": 176.0, \"total_sessions\": 2, \"mean_week_duration\": 0.867}, \"5530\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-10-12 12:13:20.000000+00:00\", \"2021-12-30 14:20:04.000000+00:00\", \"2019-07-23 04:25:05.000000+00:00\", \"2021-07-07 16:53:08.000000+00:00\", \"2021-05-26 09:57:14.000000+00:00\", \"2023-01-15 16:01:43.000000+00:00\", \"2019-08-11 12:58:06.000000+00:00\", \"2020-02-20 02:02:02.000000+00:00\"], \"session_ids\": [\"460e1451-b8a0-4963-b9f8-ce0e63ee07d7\", \"29dbc5c9-f2fa-4b85-bd34-7cc84c92eb9d\", \"e50308cf-57ef-4638-bdce-3acc2d69148e\", \"3c043455-c034-437e-9673-2cc79309a086\", \"e1b7757a-994e-4c47-b649-dde1fa70b4db\", \"0053a806-1422-407c-b650-5629a5a642e2\", \"74d1f690-acbf-45a4-bae6-e439d0125712\", \"573c50e8-3995-4c81-86c5-27cbfaff60b9\"], \"total_duration\": 2083.0, \"total_sessions\": 8, \"mean_week_duration\": 11.445}, \"37687\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-16 13:07:39.000000+00:00\", \"2019-09-11 19:21:48.000000+00:00\", \"2020-07-03 05:35:18.000000+00:00\", \"2020-10-24 15:41:47.000000+00:00\", \"2019-07-11 04:58:59.000000+00:00\", \"2020-06-09 22:35:12.000000+00:00\"], \"session_ids\": [\"b5f2bb05-a65c-47d4-834b-a1bbca948f58\", \"ba90cd5a-4ee0-4b46-880f-3ccf1b5a019b\", \"1b68d53d-32ba-49df-af79-e4fd125f4684\", \"8b5a623c-43ec-463c-9110-41ec7032bc6e\", \"9e8108ce-1560-4271-93b2-462f9085b64a\", \"2909625e-dfb8-47d3-9110-a23ef34f340f\"], \"total_duration\": 2138.0, \"total_sessions\": 6, \"mean_week_duration\": 25.452}, \"15622\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-10-08 10:50:07.000000+00:00\", \"2019-11-05 05:29:19.000000+00:00\", \"2021-11-09 01:07:58.000000+00:00\", \"2020-06-01 18:02:21.000000+00:00\", \"2022-01-25 14:56:17.000000+00:00\", \"2019-02-08 21:37:39.000000+00:00\"], \"session_ids\": [\"4f912ed5-f4d7-498f-9ca1-ede41d63f456\", \"be8fc8fc-39eb-47b0-8e76-1392344f6ba4\", \"ea7ebf68-5b50-4ccc-953e-1be72edbddf8\", \"f33ebd97-05b3-4885-b551-35a88ed71955\", \"0849e06e-4326-48a7-ae63-9f1e06a144f6\", \"3398b743-f368-45f7-bf95-6ca9be6767d8\"], \"total_duration\": 2950.0, \"total_sessions\": 6, \"mean_week_duration\": 19.032}, \"23309\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-09-29 03:03:00.000000+00:00\", \"2023-02-01 18:16:57.000000+00:00\"], \"session_ids\": [\"05175128-79fb-4973-9dd9-c96a266357b1\", \"af3b453f-73f9-4651-97d3-b26e285bb23b\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 0.439}, \"86241\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-09-02 11:49:33.000000+00:00\", \"2021-11-01 10:10:44.000000+00:00\", \"2023-02-24 01:46:02.000000+00:00\"], \"session_ids\": [\"63a85187-61a8-4106-8950-5c33203ffef6\", \"5a1ec160-72c5-4577-a109-9026a6252873\", \"1667ac97-631e-43f0-91a8-99fad64509c3\"], \"total_duration\": 95.0, \"total_sessions\": 3, \"mean_week_duration\": 1.377}, \"77975\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-06 23:57:16.000000+00:00\", \"2022-05-24 09:28:35.000000+00:00\", \"2023-02-21 23:25:50.000000+00:00\", \"2020-04-11 17:14:08.000000+00:00\", \"2020-07-28 13:04:06.000000+00:00\", \"2021-04-14 08:00:43.000000+00:00\", \"2020-07-18 02:17:06.000000+00:00\", \"2019-10-18 04:36:49.000000+00:00\", \"2023-06-06 20:13:38.000000+00:00\", \"2022-11-04 18:34:53.000000+00:00\"], \"session_ids\": [\"53f89ae5-4675-4670-8b9d-9e69284f885a\", \"866b6e6f-4094-42b9-a4eb-44f74f533815\", \"fc23d8f3-5384-4ac6-b04a-8026d976ae52\", \"6f375cf2-160f-4f0e-a1ba-572cfd3c5900\", \"1f3f048b-1ebb-47d4-b5c7-de40fdd213a2\", \"e98e10cc-e5e8-4059-8712-7532bb61f797\", \"6b022300-7b15-4b70-bbc2-d378a1e0e21a\", \"abbdde4b-a21d-4950-87c0-870bb079863d\", \"a22890da-31d9-4413-b193-f620fce2aef4\", \"f104720c-c3c6-4cf7-8121-2b4d82782522\"], \"total_duration\": 4551.0, \"total_sessions\": 10, \"mean_week_duration\": 23.953}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are greater than 12 and are less than 38"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[12, 38]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37687\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-16 13:07:39.000000+00:00\", \"2019-09-11 19:21:48.000000+00:00\", \"2020-07-03 05:35:18.000000+00:00\", \"2020-10-24 15:41:47.000000+00:00\", \"2019-07-11 04:58:59.000000+00:00\", \"2020-06-09 22:35:12.000000+00:00\"], \"session_ids\": [\"b5f2bb05-a65c-47d4-834b-a1bbca948f58\", \"ba90cd5a-4ee0-4b46-880f-3ccf1b5a019b\", \"1b68d53d-32ba-49df-af79-e4fd125f4684\", \"8b5a623c-43ec-463c-9110-41ec7032bc6e\", \"9e8108ce-1560-4271-93b2-462f9085b64a\", \"2909625e-dfb8-47d3-9110-a23ef34f340f\"], \"total_duration\": 2138.0, \"total_sessions\": 6, \"mean_week_duration\": 25.452}, \"15622\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-10-08 10:50:07.000000+00:00\", \"2019-11-05 05:29:19.000000+00:00\", \"2021-11-09 01:07:58.000000+00:00\", \"2020-06-01 18:02:21.000000+00:00\", \"2022-01-25 14:56:17.000000+00:00\", \"2019-02-08 21:37:39.000000+00:00\"], \"session_ids\": [\"4f912ed5-f4d7-498f-9ca1-ede41d63f456\", \"be8fc8fc-39eb-47b0-8e76-1392344f6ba4\", \"ea7ebf68-5b50-4ccc-953e-1be72edbddf8\", \"f33ebd97-05b3-4885-b551-35a88ed71955\", \"0849e06e-4326-48a7-ae63-9f1e06a144f6\", \"3398b743-f368-45f7-bf95-6ca9be6767d8\"], \"total_duration\": 2950.0, \"total_sessions\": 6, \"mean_week_duration\": 19.032}, \"77975\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-06 23:57:16.000000+00:00\", \"2022-05-24 09:28:35.000000+00:00\", \"2023-02-21 23:25:50.000000+00:00\", \"2020-04-11 17:14:08.000000+00:00\", \"2020-07-28 13:04:06.000000+00:00\", \"2021-04-14 08:00:43.000000+00:00\", \"2020-07-18 02:17:06.000000+00:00\", \"2019-10-18 04:36:49.000000+00:00\", \"2023-06-06 20:13:38.000000+00:00\", \"2022-11-04 18:34:53.000000+00:00\"], \"session_ids\": [\"53f89ae5-4675-4670-8b9d-9e69284f885a\", \"866b6e6f-4094-42b9-a4eb-44f74f533815\", \"fc23d8f3-5384-4ac6-b04a-8026d976ae52\", \"6f375cf2-160f-4f0e-a1ba-572cfd3c5900\", \"1f3f048b-1ebb-47d4-b5c7-de40fdd213a2\", \"e98e10cc-e5e8-4059-8712-7532bb61f797\", \"6b022300-7b15-4b70-bbc2-d378a1e0e21a\", \"abbdde4b-a21d-4950-87c0-870bb079863d\", \"a22890da-31d9-4413-b193-f620fce2aef4\", \"f104720c-c3c6-4cf7-8121-2b4d82782522\"], \"total_duration\": 4551.0, \"total_sessions\": 10, \"mean_week_duration\": 23.953}}\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[{\"15622\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-10-08 10:50:07.000000+00:00\", \"2019-11-05 05:29:19.000000+00:00\", \"2021-11-09 01:07:58.000000+00:00\", \"2020-06-01 18:02:21.000000+00:00\", \"2022-01-25 14:56:17.000000+00:00\", \"2019-02-08 21:37:39.000000+00:00\"], \"session_ids\": [\"4f912ed5-f4d7-498f-9ca1-ede41d63f456\", \"be8fc8fc-39eb-47b0-8e76-1392344f6ba4\", \"ea7ebf68-5b50-4ccc-953e-1be72edbddf8\", \"f33ebd97-05b3-4885-b551-35a88ed71955\", \"0849e06e-4326-48a7-ae63-9f1e06a144f6\", \"3398b743-f368-45f7-bf95-6ca9be6767d8\"], \"total_duration\": 2950.0, \"total_sessions\": 6, \"mean_week_duration\": 19.032}}, {\"77975\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-06 23:57:16.000000+00:00\", \"2022-05-24 09:28:35.000000+00:00\", \"2023-02-21 23:25:50.000000+00:00\", \"2020-04-11 17:14:08.000000+00:00\", \"2020-07-28 13:04:06.000000+00:00\", \"2021-04-14 08:00:43.000000+00:00\", \"2020-07-18 02:17:06.000000+00:00\", \"2019-10-18 04:36:49.000000+00:00\", \"2023-06-06 20:13:38.000000+00:00\", \"2022-11-04 18:34:53.000000+00:00\"], \"session_ids\": [\"53f89ae5-4675-4670-8b9d-9e69284f885a\", \"866b6e6f-4094-42b9-a4eb-44f74f533815\", \"fc23d8f3-5384-4ac6-b04a-8026d976ae52\", \"6f375cf2-160f-4f0e-a1ba-572cfd3c5900\", \"1f3f048b-1ebb-47d4-b5c7-de40fdd213a2\", \"e98e10cc-e5e8-4059-8712-7532bb61f797\", \"6b022300-7b15-4b70-bbc2-d378a1e0e21a\", \"abbdde4b-a21d-4950-87c0-870bb079863d\", \"a22890da-31d9-4413-b193-f620fce2aef4\", \"f104720c-c3c6-4cf7-8121-2b4d82782522\"], \"total_duration\": 4551.0, \"total_sessions\": 10, \"mean_week_duration\": 23.953}}, {\"37687\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-16 13:07:39.000000+00:00\", \"2019-09-11 19:21:48.000000+00:00\", \"2020-07-03 05:35:18.000000+00:00\", \"2020-10-24 15:41:47.000000+00:00\", \"2019-07-11 04:58:59.000000+00:00\", \"2020-06-09 22:35:12.000000+00:00\"], \"session_ids\": [\"b5f2bb05-a65c-47d4-834b-a1bbca948f58\", \"ba90cd5a-4ee0-4b46-880f-3ccf1b5a019b\", \"1b68d53d-32ba-49df-af79-e4fd125f4684\", \"8b5a623c-43ec-463c-9110-41ec7032bc6e\", \"9e8108ce-1560-4271-93b2-462f9085b64a\", \"2909625e-dfb8-47d3-9110-a23ef34f340f\"], \"total_duration\": 2138.0, \"total_sessions\": 6, \"mean_week_duration\": 25.452}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 7 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"15622\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-10-08 10:50:07.000000+00:00\", \"2019-11-05 05:29:19.000000+00:00\", \"2021-11-09 01:07:58.000000+00:00\", \"2020-06-01 18:02:21.000000+00:00\", \"2022-01-25 14:56:17.000000+00:00\", \"2019-02-08 21:37:39.000000+00:00\"], \"session_ids\": [\"4f912ed5-f4d7-498f-9ca1-ede41d63f456\", \"be8fc8fc-39eb-47b0-8e76-1392344f6ba4\", \"ea7ebf68-5b50-4ccc-953e-1be72edbddf8\", \"f33ebd97-05b3-4885-b551-35a88ed71955\", \"0849e06e-4326-48a7-ae63-9f1e06a144f6\", \"3398b743-f368-45f7-bf95-6ca9be6767d8\"], \"total_duration\": 2950.0, \"total_sessions\": 6, \"mean_week_duration\": 19.032}}, {\"77975\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-06 23:57:16.000000+00:00\", \"2022-05-24 09:28:35.000000+00:00\", \"2023-02-21 23:25:50.000000+00:00\", \"2020-04-11 17:14:08.000000+00:00\", \"2020-07-28 13:04:06.000000+00:00\", \"2021-04-14 08:00:43.000000+00:00\", \"2020-07-18 02:17:06.000000+00:00\", \"2019-10-18 04:36:49.000000+00:00\", \"2023-06-06 20:13:38.000000+00:00\", \"2022-11-04 18:34:53.000000+00:00\"], \"session_ids\": [\"53f89ae5-4675-4670-8b9d-9e69284f885a\", \"866b6e6f-4094-42b9-a4eb-44f74f533815\", \"fc23d8f3-5384-4ac6-b04a-8026d976ae52\", \"6f375cf2-160f-4f0e-a1ba-572cfd3c5900\", \"1f3f048b-1ebb-47d4-b5c7-de40fdd213a2\", \"e98e10cc-e5e8-4059-8712-7532bb61f797\", \"6b022300-7b15-4b70-bbc2-d378a1e0e21a\", \"abbdde4b-a21d-4950-87c0-870bb079863d\", \"a22890da-31d9-4413-b193-f620fce2aef4\", \"f104720c-c3c6-4cf7-8121-2b4d82782522\"], \"total_duration\": 4551.0, \"total_sessions\": 10, \"mean_week_duration\": 23.953}}, {\"37687\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-16 13:07:39.000000+00:00\", \"2019-09-11 19:21:48.000000+00:00\", \"2020-07-03 05:35:18.000000+00:00\", \"2020-10-24 15:41:47.000000+00:00\", \"2019-07-11 04:58:59.000000+00:00\", \"2020-06-09 22:35:12.000000+00:00\"], \"session_ids\": [\"b5f2bb05-a65c-47d4-834b-a1bbca948f58\", \"ba90cd5a-4ee0-4b46-880f-3ccf1b5a019b\", \"1b68d53d-32ba-49df-af79-e4fd125f4684\", \"8b5a623c-43ec-463c-9110-41ec7032bc6e\", \"9e8108ce-1560-4271-93b2-462f9085b64a\", \"2909625e-dfb8-47d3-9110-a23ef34f340f\"], \"total_duration\": 2138.0, \"total_sessions\": 6, \"mean_week_duration\": 25.452}}]\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[{\"15622\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-10-08 10:50:07.000000+00:00\", \"2019-11-05 05:29:19.000000+00:00\", \"2021-11-09 01:07:58.000000+00:00\", \"2020-06-01 18:02:21.000000+00:00\", \"2022-01-25 14:56:17.000000+00:00\", \"2019-02-08 21:37:39.000000+00:00\"], \"session_ids\": [\"4f912ed5-f4d7-498f-9ca1-ede41d63f456\", \"be8fc8fc-39eb-47b0-8e76-1392344f6ba4\", \"ea7ebf68-5b50-4ccc-953e-1be72edbddf8\", \"f33ebd97-05b3-4885-b551-35a88ed71955\", \"0849e06e-4326-48a7-ae63-9f1e06a144f6\", \"3398b743-f368-45f7-bf95-6ca9be6767d8\"], \"total_duration\": 2950.0, \"total_sessions\": 6, \"mean_week_duration\": 19.032}}, {\"77975\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2022-12-06 23:57:16.000000+00:00\", \"2022-05-24 09:28:35.000000+00:00\", \"2023-02-21 23:25:50.000000+00:00\", \"2020-04-11 17:14:08.000000+00:00\", \"2020-07-28 13:04:06.000000+00:00\", \"2021-04-14 08:00:43.000000+00:00\", \"2020-07-18 02:17:06.000000+00:00\", \"2019-10-18 04:36:49.000000+00:00\", \"2023-06-06 20:13:38.000000+00:00\", \"2022-11-04 18:34:53.000000+00:00\"], \"session_ids\": [\"53f89ae5-4675-4670-8b9d-9e69284f885a\", \"866b6e6f-4094-42b9-a4eb-44f74f533815\", \"fc23d8f3-5384-4ac6-b04a-8026d976ae52\", \"6f375cf2-160f-4f0e-a1ba-572cfd3c5900\", \"1f3f048b-1ebb-47d4-b5c7-de40fdd213a2\", \"e98e10cc-e5e8-4059-8712-7532bb61f797\", \"6b022300-7b15-4b70-bbc2-d378a1e0e21a\", \"abbdde4b-a21d-4950-87c0-870bb079863d\", \"a22890da-31d9-4413-b193-f620fce2aef4\", \"f104720c-c3c6-4cf7-8121-2b4d82782522\"], \"total_duration\": 4551.0, \"total_sessions\": 10, \"mean_week_duration\": 23.953}}, {\"37687\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-02-16 13:07:39.000000+00:00\", \"2019-09-11 19:21:48.000000+00:00\", \"2020-07-03 05:35:18.000000+00:00\", \"2020-10-24 15:41:47.000000+00:00\", \"2019-07-11 04:58:59.000000+00:00\", \"2020-06-09 22:35:12.000000+00:00\"], \"session_ids\": [\"b5f2bb05-a65c-47d4-834b-a1bbca948f58\", \"ba90cd5a-4ee0-4b46-880f-3ccf1b5a019b\", \"1b68d53d-32ba-49df-af79-e4fd125f4684\", \"8b5a623c-43ec-463c-9110-41ec7032bc6e\", \"9e8108ce-1560-4271-93b2-462f9085b64a\", \"2909625e-dfb8-47d3-9110-a23ef34f340f\"], \"total_duration\": 2138.0, \"total_sessions\": 6, \"mean_week_duration\": 25.452}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 8 users who are currently living in cities Manila, Dubai, San Juan, Nassau, Cape Town, New York City, Hanoi, Santo Domingo as well as put to use sorting by town name 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{\"23909\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2020-05-12 17:43:42.000000+00:00\", \"2020-06-20 13:56:40.000000+00:00\"], \"session_ids\": [\"65deea3f-36b1-48c0-8a0d-fe78958d527c\", \"757dba6b-933d-4aba-9e90-f05ee1017ef8\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 9.0}, \"91597\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-18 03:06:22.000000+00:00\", \"2020-04-06 00:08:35.000000+00:00\"], \"session_ids\": [\"266ca6e7-ba7e-4d42-bfb1-48a275c0039e\", \"67d225e8-1fc0-47f5-9f01-ef1493d4f13d\"], \"total_duration\": 433.0, \"total_sessions\": 2, \"mean_week_duration\": 7.339}, \"88278\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-09-18 16:53:40.000000+00:00\", \"2020-05-07 03:49:42.000000+00:00\"], \"session_ids\": [\"b1f66c4c-2294-4510-8518-be9c064b9111\", \"d17f2102-67a1-4347-a8ae-257ce8eefc7f\"], \"total_duration\": 35.0, \"total_sessions\": 2, \"mean_week_duration\": 1.061}, \"63161\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-05-29 17:04:49.000000+00:00\", \"2020-09-15 13:25:24.000000+00:00\", \"2019-11-09 02:55:06.000000+00:00\", \"2020-07-16 06:56:24.000000+00:00\", \"2019-11-01 00:37:41.000000+00:00\", \"2020-10-27 18:25:45.000000+00:00\", \"2021-06-11 20:30:30.000000+00:00\", \"2019-03-02 03:41:27.000000+00:00\", \"2021-10-10 02:45:06.000000+00:00\"], \"session_ids\": [\"b0adf1ab-fe0a-43c1-9379-e9cc43b5d5ce\", \"494f7d2d-812d-482f-b59c-e0fa0b7d3c52\", \"b1e7f357-1cb8-472e-8db6-274ab79eaddf\", \"809856ce-e3a7-4770-898d-3c323a23908b\", \"c3e7eec5-f60d-45a0-9cd6-e39591c0b01f\", \"cc007a96-0899-4c71-b71e-dcba36ab84a5\", \"616f9263-359a-4431-a69d-3598a4bf384f\", \"d111b711-1bfb-43ca-a6a6-d54d048f66c6\", \"06fa1f07-5a95-4422-a4f1-e43f712ff3dc\"], \"total_duration\": 22095.0, \"total_sessions\": 9, \"mean_week_duration\": 162.463}, \"2174\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2019-03-16 03:45:06.000000+00:00\", \"2019-07-05 02:53:53.000000+00:00\", \"2021-11-20 05:54:37.000000+00:00\", \"2019-07-05 08:04:39.000000+00:00\", \"2020-08-03 22:09:17.000000+00:00\", \"2019-08-16 06:16:59.000000+00:00\"], \"session_ids\": [\"bede388f-e6f3-4c6d-9a1e-a3eded42ca27\", \"6dc115cb-f6bc-4882-acb5-5da1c32ae36f\", \"ea9ca611-8b95-4629-9602-613e9b040ec4\", \"e4fdee3d-25ea-4f7a-ba21-7d31b205f0a3\", \"1eda3f3f-190e-45ee-8d12-81989e8b2c21\", \"70e97dd8-6e0f-4f80-9c63-a407b263a369\"], \"total_duration\": 2967.0, \"total_sessions\": 6, \"mean_week_duration\": 21.193}, \"44559\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-02 15:35:35.000000+00:00\", \"2020-01-05 07:43:20.000000+00:00\", \"2020-12-08 22:00:45.000000+00:00\", \"2019-08-05 18:19:58.000000+00:00\"], \"session_ids\": [\"7c6c3f18-cec3-4802-9a48-e7fd9aaccb34\", \"78d801fe-aa01-4c5a-9638-60667162d903\", \"5a68167c-a1a5-45b9-90a2-32e98d178ecb\", \"3af97399-bbbd-479d-86e4-7d170dca8765\"], \"total_duration\": 608.0, \"total_sessions\": 4, \"mean_week_duration\": 4.0}, \"84159\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 7, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-03-24 21:05:07.000000+00:00\", \"2020-04-30 14:53:31.000000+00:00\"], \"session_ids\": [\"540b5760-c10c-4ab4-acf0-21ade80458f5\", \"fc908143-ddb5-46c9-9db6-1444858b8eda\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 5.362}, \"56306\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-30 00:22:23.000000+00:00\", \"2022-08-01 00:07:01.000000+00:00\"], \"session_ids\": [\"5f5add5a-9ac3-417a-8274-9d17e268eaa6\", \"513248cb-0c7d-483f-8d59-afae68f51138\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}, \"91629\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-21 07:40:22.000000+00:00\", \"2023-06-04 15:52:04.000000+00:00\", \"2023-05-26 10:44:35.000000+00:00\", \"2021-01-08 02:22:24.000000+00:00\"], \"session_ids\": [\"4b5f62c7-cf24-4800-838a-8cf93a3df359\", \"2e148f31-f1f3-419d-81e0-0aabe596bda5\", \"5a368d9a-0239-4a85-b612-330014d26f4a\", \"00e1cb4e-44dc-4ee5-8898-864e5de66f44\"], \"total_duration\": 1074.0, \"total_sessions\": 4, \"mean_week_duration\": 8.524}, \"16577\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-04-13 02:09:42.000000+00:00\", \"2021-07-31 03:44:39.000000+00:00\", \"2022-06-09 01:49:00.000000+00:00\", \"2020-12-27 13:27:14.000000+00:00\", \"2022-12-11 09:36:00.000000+00:00\", \"2020-04-23 10:53:49.000000+00:00\"], \"session_ids\": [\"f8b84e18-52b7-4c21-90f9-c5f3a2e47c57\", \"01882d6d-2e45-46df-a254-bdd0a333a3a2\", \"6944be4c-6f21-489e-8282-0cbef3a045e3\", \"3e4f54b6-8817-4914-b1bd-09a2c33744a6\", \"eb427dba-c3cd-441d-ba08-4d2427da273b\", \"127ee0c2-4d58-4820-8735-099681e0a4be\"], \"total_duration\": 751.0, \"total_sessions\": 6, \"mean_week_duration\": 5.403}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Manila, Dubai, San Juan, Nassau, Cape Town, New York City, Hanoi, Santo Domingo"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Manila\", \"Dubai\", \"San Juan\", \"Nassau\", \"Cape Town\", \"New York City\", \"Hanoi\", \"Santo Domingo\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44559\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-02 15:35:35.000000+00:00\", \"2020-01-05 07:43:20.000000+00:00\", \"2020-12-08 22:00:45.000000+00:00\", \"2019-08-05 18:19:58.000000+00:00\"], \"session_ids\": [\"7c6c3f18-cec3-4802-9a48-e7fd9aaccb34\", \"78d801fe-aa01-4c5a-9638-60667162d903\", \"5a68167c-a1a5-45b9-90a2-32e98d178ecb\", \"3af97399-bbbd-479d-86e4-7d170dca8765\"], \"total_duration\": 608.0, \"total_sessions\": 4, \"mean_week_duration\": 4.0}, \"56306\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-30 00:22:23.000000+00:00\", \"2022-08-01 00:07:01.000000+00:00\"], \"session_ids\": [\"5f5add5a-9ac3-417a-8274-9d17e268eaa6\", \"513248cb-0c7d-483f-8d59-afae68f51138\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"44559\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-02 15:35:35.000000+00:00\", \"2020-01-05 07:43:20.000000+00:00\", \"2020-12-08 22:00:45.000000+00:00\", \"2019-08-05 18:19:58.000000+00:00\"], \"session_ids\": [\"7c6c3f18-cec3-4802-9a48-e7fd9aaccb34\", \"78d801fe-aa01-4c5a-9638-60667162d903\", \"5a68167c-a1a5-45b9-90a2-32e98d178ecb\", \"3af97399-bbbd-479d-86e4-7d170dca8765\"], \"total_duration\": 608.0, \"total_sessions\": 4, \"mean_week_duration\": 4.0}}, {\"56306\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-30 00:22:23.000000+00:00\", \"2022-08-01 00:07:01.000000+00:00\"], \"session_ids\": [\"5f5add5a-9ac3-417a-8274-9d17e268eaa6\", \"513248cb-0c7d-483f-8d59-afae68f51138\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"44559\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-02 15:35:35.000000+00:00\", \"2020-01-05 07:43:20.000000+00:00\", \"2020-12-08 22:00:45.000000+00:00\", \"2019-08-05 18:19:58.000000+00:00\"], \"session_ids\": [\"7c6c3f18-cec3-4802-9a48-e7fd9aaccb34\", \"78d801fe-aa01-4c5a-9638-60667162d903\", \"5a68167c-a1a5-45b9-90a2-32e98d178ecb\", \"3af97399-bbbd-479d-86e4-7d170dca8765\"], \"total_duration\": 608.0, \"total_sessions\": 4, \"mean_week_duration\": 4.0}}, {\"56306\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-30 00:22:23.000000+00:00\", \"2022-08-01 00:07:01.000000+00:00\"], \"session_ids\": [\"5f5add5a-9ac3-417a-8274-9d17e268eaa6\", \"513248cb-0c7d-483f-8d59-afae68f51138\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"44559\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-07-02 15:35:35.000000+00:00\", \"2020-01-05 07:43:20.000000+00:00\", \"2020-12-08 22:00:45.000000+00:00\", \"2019-08-05 18:19:58.000000+00:00\"], \"session_ids\": [\"7c6c3f18-cec3-4802-9a48-e7fd9aaccb34\", \"78d801fe-aa01-4c5a-9638-60667162d903\", \"5a68167c-a1a5-45b9-90a2-32e98d178ecb\", \"3af97399-bbbd-479d-86e4-7d170dca8765\"], \"total_duration\": 608.0, \"total_sessions\": 4, \"mean_week_duration\": 4.0}}, {\"56306\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-30 00:22:23.000000+00:00\", \"2022-08-01 00:07:01.000000+00:00\"], \"session_ids\": [\"5f5add5a-9ac3-417a-8274-9d17e268eaa6\", \"513248cb-0c7d-483f-8d59-afae68f51138\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 2.25}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please provide insights on user who is topmost user based on site usage time + execute sorting by overall total sessions form the highest to the lowest , and remain only 3 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{\"85279\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-26 11:12:00.000000+00:00\", \"2019-05-10 09:14:51.000000+00:00\"], \"session_ids\": [\"383555a1-0993-4327-83d4-3d036fd0131f\", \"73a14485-d13a-4dbe-9466-fd088349467d\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.8}, \"45722\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-28 17:57:53.000000+00:00\", \"2019-05-06 02:50:49.000000+00:00\", \"2020-04-30 05:45:49.000000+00:00\", \"2022-02-04 18:01:00.000000+00:00\"], \"session_ids\": [\"c1d3b98c-05bb-4921-8fb1-2e4a2a8c7886\", \"92def2f5-13c3-473e-a097-7bac91daab4e\", \"637543dc-5385-4ca7-85ff-8c537bfa6bdc\", \"3f3e47c2-dbca-48ef-bf18-6f808a9307f6\"], \"total_duration\": 177.0, \"total_sessions\": 4, \"mean_week_duration\": 1.172}, \"3427\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-12-13 04:21:45.000000+00:00\", \"2023-06-08 03:07:14.000000+00:00\", \"2021-11-14 11:34:34.000000+00:00\"], \"session_ids\": [\"4cdc3150-8e8f-45d7-b93f-c969632dff41\", \"7936ff14-2af2-4b40-a90f-65c1098d81a1\", \"682c2874-73de-4691-9d6a-9ab6c6713563\"], \"total_duration\": 193.0, \"total_sessions\": 3, \"mean_week_duration\": 2.354}, \"47756\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-05-30 20:23:11.000000+00:00\", \"2020-01-20 00:21:57.000000+00:00\"], \"session_ids\": [\"d783e4d8-6540-420e-9bfd-f905814774b1\", \"9861f8df-a0e0-4981-9ec8-bb612a4af8eb\"], \"total_duration\": 260.0, \"total_sessions\": 2, \"mean_week_duration\": 13.684}, \"72184\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-09-14 22:49:39.000000+00:00\", \"2022-04-09 08:35:02.000000+00:00\"], \"session_ids\": [\"66104f76-4750-4bf4-9e7a-e7d13a22f905\", \"5f9cc22d-768b-449e-b45c-654ca8bb423f\"], \"total_duration\": 44.0, \"total_sessions\": 2, \"mean_week_duration\": 1.467}, \"23854\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-16 10:56:57.000000+00:00\", \"2022-09-12 10:08:01.000000+00:00\", \"2022-12-03 11:59:04.000000+00:00\", \"2022-01-25 08:28:36.000000+00:00\", \"2020-02-01 05:49:41.000000+00:00\", \"2023-06-11 16:26:29.000000+00:00\", \"2022-06-21 01:05:15.000000+00:00\"], \"session_ids\": [\"6d564a78-f85a-4604-8767-3218feda43f2\", \"db009cc6-b083-4bd6-86c7-8465f45dcf04\", \"999ce704-d04e-4f9b-8034-3e6068fb5a13\", \"29bf3df5-478c-4644-9f68-0be4ad012a15\", \"57edabf5-74b8-4ac4-8fc9-84bd29d6062d\", \"ab7ff528-410c-4f18-b6bf-6107cf138968\", \"973213e0-eb9c-4831-ac6b-4a193cde0554\"], \"total_duration\": 5259.0, \"total_sessions\": 7, \"mean_week_duration\": 23.27}, \"18157\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-23 01:16:37.000000+00:00\", \"2022-06-26 17:36:39.000000+00:00\"], \"session_ids\": [\"c4e63d2b-0397-4f44-bc11-f993c3802a1b\", \"f5c50c24-2134-499a-9864-de9798c1dab3\"], \"total_duration\": 116.0, \"total_sessions\": 2, \"mean_week_duration\": 2.636}, \"47445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-01 20:47:45.000000+00:00\", \"2020-12-10 09:40:36.000000+00:00\", \"2020-03-31 03:43:43.000000+00:00\", \"2019-01-13 00:11:02.000000+00:00\", \"2019-08-10 09:01:24.000000+00:00\", \"2019-04-12 21:40:21.000000+00:00\", \"2019-10-06 13:17:11.000000+00:00\", \"2023-05-20 12:33:40.000000+00:00\"], \"session_ids\": [\"d1a5638a-39ae-4a87-ac2c-5e80ddafdd9f\", \"bde61d43-9d5d-4116-8492-da8a02c061ba\", \"129b02a1-d64d-4d96-ae22-fc9922ee8a10\", \"fc686a1d-a9d5-4ed5-8194-961c14e9966b\", \"0d4d00ed-dd84-464d-85b5-de0367812c9a\", \"01a37b69-e3d6-4adf-88d1-2172ea4fca39\", \"2a8267fb-c803-4fa1-9cd5-380bd96482c8\", \"e697cc61-6326-4162-81f7-1a564505bd53\"], \"total_duration\": 1724.0, \"total_sessions\": 8, \"mean_week_duration\": 7.595}, \"84024\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-12 22:41:48.000000+00:00\", \"2019-02-21 08:53:57.000000+00:00\", \"2022-05-06 17:30:43.000000+00:00\", \"2020-02-10 01:07:09.000000+00:00\", \"2019-01-11 04:47:18.000000+00:00\", \"2022-06-24 20:19:59.000000+00:00\", \"2020-12-20 02:34:04.000000+00:00\", \"2019-09-29 02:05:05.000000+00:00\", \"2021-02-16 03:04:47.000000+00:00\", \"2021-03-28 07:46:07.000000+00:00\"], \"session_ids\": [\"c094aa4d-3662-4e1a-b3a8-127490b73d55\", \"728f4163-380e-4cc3-90c1-166157c3dcc6\", \"6bbcc781-5fb5-49f4-a5d1-e24038815f5f\", \"f8d8461d-cfa4-4242-a333-010b3edbf2bf\", \"12218f7f-1029-4971-be80-0ce60f88d644\", \"0cec9326-35b0-4959-a3b4-1ba75adc1758\", \"b12252fb-cfbf-4835-b18e-10938007e98f\", \"6193640a-2ca4-4e8b-af85-13e072ad8a27\", \"e9afcd16-f9f2-419d-a7ea-bf05f71f3b38\", \"0104ea44-5f41-49b5-a8dd-c4383f0b2bf4\"], \"total_duration\": 24044.0, \"total_sessions\": 10, \"mean_week_duration\": 133.578}, \"81324\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-07-28 00:01:10.000000+00:00\", \"2023-02-13 20:32:19.000000+00:00\", \"2019-01-24 20:17:33.000000+00:00\", \"2019-06-20 22:40:26.000000+00:00\"], \"session_ids\": [\"39c224ef-4f79-4719-879d-98ae3d31d2f0\", \"ead1c081-a084-44e4-88f5-a9a1bcdff581\", \"3e9d4dd0-bf21-4446-a786-c748e2d4e026\", \"a96cd1c3-5cef-4a71-b490-eebc7a1cbefc\"], \"total_duration\": 668.0, \"total_sessions\": 4, \"mean_week_duration\": 3.151}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get an 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[{\"84024\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-12 22:41:48.000000+00:00\", \"2019-02-21 08:53:57.000000+00:00\", \"2022-05-06 17:30:43.000000+00:00\", \"2020-02-10 01:07:09.000000+00:00\", \"2019-01-11 04:47:18.000000+00:00\", \"2022-06-24 20:19:59.000000+00:00\", \"2020-12-20 02:34:04.000000+00:00\", \"2019-09-29 02:05:05.000000+00:00\", \"2021-02-16 03:04:47.000000+00:00\", \"2021-03-28 07:46:07.000000+00:00\"], \"session_ids\": [\"c094aa4d-3662-4e1a-b3a8-127490b73d55\", \"728f4163-380e-4cc3-90c1-166157c3dcc6\", \"6bbcc781-5fb5-49f4-a5d1-e24038815f5f\", \"f8d8461d-cfa4-4242-a333-010b3edbf2bf\", \"12218f7f-1029-4971-be80-0ce60f88d644\", \"0cec9326-35b0-4959-a3b4-1ba75adc1758\", \"b12252fb-cfbf-4835-b18e-10938007e98f\", \"6193640a-2ca4-4e8b-af85-13e072ad8a27\", \"e9afcd16-f9f2-419d-a7ea-bf05f71f3b38\", \"0104ea44-5f41-49b5-a8dd-c4383f0b2bf4\"], \"total_duration\": 24044.0, \"total_sessions\": 10, \"mean_week_duration\": 133.578}}, {\"23854\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-16 10:56:57.000000+00:00\", \"2022-09-12 10:08:01.000000+00:00\", \"2022-12-03 11:59:04.000000+00:00\", \"2022-01-25 08:28:36.000000+00:00\", \"2020-02-01 05:49:41.000000+00:00\", \"2023-06-11 16:26:29.000000+00:00\", \"2022-06-21 01:05:15.000000+00:00\"], \"session_ids\": [\"6d564a78-f85a-4604-8767-3218feda43f2\", \"db009cc6-b083-4bd6-86c7-8465f45dcf04\", \"999ce704-d04e-4f9b-8034-3e6068fb5a13\", \"29bf3df5-478c-4644-9f68-0be4ad012a15\", \"57edabf5-74b8-4ac4-8fc9-84bd29d6062d\", \"ab7ff528-410c-4f18-b6bf-6107cf138968\", \"973213e0-eb9c-4831-ac6b-4a193cde0554\"], \"total_duration\": 5259.0, \"total_sessions\": 7, \"mean_week_duration\": 23.27}}, {\"47445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-01 20:47:45.000000+00:00\", \"2020-12-10 09:40:36.000000+00:00\", \"2020-03-31 03:43:43.000000+00:00\", \"2019-01-13 00:11:02.000000+00:00\", \"2019-08-10 09:01:24.000000+00:00\", \"2019-04-12 21:40:21.000000+00:00\", \"2019-10-06 13:17:11.000000+00:00\", \"2023-05-20 12:33:40.000000+00:00\"], \"session_ids\": [\"d1a5638a-39ae-4a87-ac2c-5e80ddafdd9f\", \"bde61d43-9d5d-4116-8492-da8a02c061ba\", \"129b02a1-d64d-4d96-ae22-fc9922ee8a10\", \"fc686a1d-a9d5-4ed5-8194-961c14e9966b\", \"0d4d00ed-dd84-464d-85b5-de0367812c9a\", \"01a37b69-e3d6-4adf-88d1-2172ea4fca39\", \"2a8267fb-c803-4fa1-9cd5-380bd96482c8\", \"e697cc61-6326-4162-81f7-1a564505bd53\"], \"total_duration\": 1724.0, \"total_sessions\": 8, \"mean_week_duration\": 7.595}}]\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[{\"84024\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-12 22:41:48.000000+00:00\", \"2019-02-21 08:53:57.000000+00:00\", \"2022-05-06 17:30:43.000000+00:00\", \"2020-02-10 01:07:09.000000+00:00\", \"2019-01-11 04:47:18.000000+00:00\", \"2022-06-24 20:19:59.000000+00:00\", \"2020-12-20 02:34:04.000000+00:00\", \"2019-09-29 02:05:05.000000+00:00\", \"2021-02-16 03:04:47.000000+00:00\", \"2021-03-28 07:46:07.000000+00:00\"], \"session_ids\": [\"c094aa4d-3662-4e1a-b3a8-127490b73d55\", \"728f4163-380e-4cc3-90c1-166157c3dcc6\", \"6bbcc781-5fb5-49f4-a5d1-e24038815f5f\", \"f8d8461d-cfa4-4242-a333-010b3edbf2bf\", \"12218f7f-1029-4971-be80-0ce60f88d644\", \"0cec9326-35b0-4959-a3b4-1ba75adc1758\", \"b12252fb-cfbf-4835-b18e-10938007e98f\", \"6193640a-2ca4-4e8b-af85-13e072ad8a27\", \"e9afcd16-f9f2-419d-a7ea-bf05f71f3b38\", \"0104ea44-5f41-49b5-a8dd-c4383f0b2bf4\"], \"total_duration\": 24044.0, \"total_sessions\": 10, \"mean_week_duration\": 133.578}}, {\"47445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-01 20:47:45.000000+00:00\", \"2020-12-10 09:40:36.000000+00:00\", \"2020-03-31 03:43:43.000000+00:00\", \"2019-01-13 00:11:02.000000+00:00\", \"2019-08-10 09:01:24.000000+00:00\", \"2019-04-12 21:40:21.000000+00:00\", \"2019-10-06 13:17:11.000000+00:00\", \"2023-05-20 12:33:40.000000+00:00\"], \"session_ids\": [\"d1a5638a-39ae-4a87-ac2c-5e80ddafdd9f\", \"bde61d43-9d5d-4116-8492-da8a02c061ba\", \"129b02a1-d64d-4d96-ae22-fc9922ee8a10\", \"fc686a1d-a9d5-4ed5-8194-961c14e9966b\", \"0d4d00ed-dd84-464d-85b5-de0367812c9a\", \"01a37b69-e3d6-4adf-88d1-2172ea4fca39\", \"2a8267fb-c803-4fa1-9cd5-380bd96482c8\", \"e697cc61-6326-4162-81f7-1a564505bd53\"], \"total_duration\": 1724.0, \"total_sessions\": 8, \"mean_week_duration\": 7.595}}, {\"23854\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-16 10:56:57.000000+00:00\", \"2022-09-12 10:08:01.000000+00:00\", \"2022-12-03 11:59:04.000000+00:00\", \"2022-01-25 08:28:36.000000+00:00\", \"2020-02-01 05:49:41.000000+00:00\", \"2023-06-11 16:26:29.000000+00:00\", \"2022-06-21 01:05:15.000000+00:00\"], \"session_ids\": [\"6d564a78-f85a-4604-8767-3218feda43f2\", \"db009cc6-b083-4bd6-86c7-8465f45dcf04\", \"999ce704-d04e-4f9b-8034-3e6068fb5a13\", \"29bf3df5-478c-4644-9f68-0be4ad012a15\", \"57edabf5-74b8-4ac4-8fc9-84bd29d6062d\", \"ab7ff528-410c-4f18-b6bf-6107cf138968\", \"973213e0-eb9c-4831-ac6b-4a193cde0554\"], \"total_duration\": 5259.0, \"total_sessions\": 7, \"mean_week_duration\": 23.27}}]\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[{\"84024\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-12 22:41:48.000000+00:00\", \"2019-02-21 08:53:57.000000+00:00\", \"2022-05-06 17:30:43.000000+00:00\", \"2020-02-10 01:07:09.000000+00:00\", \"2019-01-11 04:47:18.000000+00:00\", \"2022-06-24 20:19:59.000000+00:00\", \"2020-12-20 02:34:04.000000+00:00\", \"2019-09-29 02:05:05.000000+00:00\", \"2021-02-16 03:04:47.000000+00:00\", \"2021-03-28 07:46:07.000000+00:00\"], \"session_ids\": [\"c094aa4d-3662-4e1a-b3a8-127490b73d55\", \"728f4163-380e-4cc3-90c1-166157c3dcc6\", \"6bbcc781-5fb5-49f4-a5d1-e24038815f5f\", \"f8d8461d-cfa4-4242-a333-010b3edbf2bf\", \"12218f7f-1029-4971-be80-0ce60f88d644\", \"0cec9326-35b0-4959-a3b4-1ba75adc1758\", \"b12252fb-cfbf-4835-b18e-10938007e98f\", \"6193640a-2ca4-4e8b-af85-13e072ad8a27\", \"e9afcd16-f9f2-419d-a7ea-bf05f71f3b38\", \"0104ea44-5f41-49b5-a8dd-c4383f0b2bf4\"], \"total_duration\": 24044.0, \"total_sessions\": 10, \"mean_week_duration\": 133.578}}, {\"47445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-01 20:47:45.000000+00:00\", \"2020-12-10 09:40:36.000000+00:00\", \"2020-03-31 03:43:43.000000+00:00\", \"2019-01-13 00:11:02.000000+00:00\", \"2019-08-10 09:01:24.000000+00:00\", \"2019-04-12 21:40:21.000000+00:00\", \"2019-10-06 13:17:11.000000+00:00\", \"2023-05-20 12:33:40.000000+00:00\"], \"session_ids\": [\"d1a5638a-39ae-4a87-ac2c-5e80ddafdd9f\", \"bde61d43-9d5d-4116-8492-da8a02c061ba\", \"129b02a1-d64d-4d96-ae22-fc9922ee8a10\", \"fc686a1d-a9d5-4ed5-8194-961c14e9966b\", \"0d4d00ed-dd84-464d-85b5-de0367812c9a\", \"01a37b69-e3d6-4adf-88d1-2172ea4fca39\", \"2a8267fb-c803-4fa1-9cd5-380bd96482c8\", \"e697cc61-6326-4162-81f7-1a564505bd53\"], \"total_duration\": 1724.0, \"total_sessions\": 8, \"mean_week_duration\": 7.595}}, {\"23854\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-16 10:56:57.000000+00:00\", \"2022-09-12 10:08:01.000000+00:00\", \"2022-12-03 11:59:04.000000+00:00\", \"2022-01-25 08:28:36.000000+00:00\", \"2020-02-01 05:49:41.000000+00:00\", \"2023-06-11 16:26:29.000000+00:00\", \"2022-06-21 01:05:15.000000+00:00\"], \"session_ids\": [\"6d564a78-f85a-4604-8767-3218feda43f2\", \"db009cc6-b083-4bd6-86c7-8465f45dcf04\", \"999ce704-d04e-4f9b-8034-3e6068fb5a13\", \"29bf3df5-478c-4644-9f68-0be4ad012a15\", \"57edabf5-74b8-4ac4-8fc9-84bd29d6062d\", \"ab7ff528-410c-4f18-b6bf-6107cf138968\", \"973213e0-eb9c-4831-ac6b-4a193cde0554\"], \"total_duration\": 5259.0, \"total_sessions\": 7, \"mean_week_duration\": 23.27}}]\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[{\"84024\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-01-12 22:41:48.000000+00:00\", \"2019-02-21 08:53:57.000000+00:00\", \"2022-05-06 17:30:43.000000+00:00\", \"2020-02-10 01:07:09.000000+00:00\", \"2019-01-11 04:47:18.000000+00:00\", \"2022-06-24 20:19:59.000000+00:00\", \"2020-12-20 02:34:04.000000+00:00\", \"2019-09-29 02:05:05.000000+00:00\", \"2021-02-16 03:04:47.000000+00:00\", \"2021-03-28 07:46:07.000000+00:00\"], \"session_ids\": [\"c094aa4d-3662-4e1a-b3a8-127490b73d55\", \"728f4163-380e-4cc3-90c1-166157c3dcc6\", \"6bbcc781-5fb5-49f4-a5d1-e24038815f5f\", \"f8d8461d-cfa4-4242-a333-010b3edbf2bf\", \"12218f7f-1029-4971-be80-0ce60f88d644\", \"0cec9326-35b0-4959-a3b4-1ba75adc1758\", \"b12252fb-cfbf-4835-b18e-10938007e98f\", \"6193640a-2ca4-4e8b-af85-13e072ad8a27\", \"e9afcd16-f9f2-419d-a7ea-bf05f71f3b38\", \"0104ea44-5f41-49b5-a8dd-c4383f0b2bf4\"], \"total_duration\": 24044.0, \"total_sessions\": 10, \"mean_week_duration\": 133.578}}, {\"47445\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-12-01 20:47:45.000000+00:00\", \"2020-12-10 09:40:36.000000+00:00\", \"2020-03-31 03:43:43.000000+00:00\", \"2019-01-13 00:11:02.000000+00:00\", \"2019-08-10 09:01:24.000000+00:00\", \"2019-04-12 21:40:21.000000+00:00\", \"2019-10-06 13:17:11.000000+00:00\", \"2023-05-20 12:33:40.000000+00:00\"], \"session_ids\": [\"d1a5638a-39ae-4a87-ac2c-5e80ddafdd9f\", \"bde61d43-9d5d-4116-8492-da8a02c061ba\", \"129b02a1-d64d-4d96-ae22-fc9922ee8a10\", \"fc686a1d-a9d5-4ed5-8194-961c14e9966b\", \"0d4d00ed-dd84-464d-85b5-de0367812c9a\", \"01a37b69-e3d6-4adf-88d1-2172ea4fca39\", \"2a8267fb-c803-4fa1-9cd5-380bd96482c8\", \"e697cc61-6326-4162-81f7-1a564505bd53\"], \"total_duration\": 1724.0, \"total_sessions\": 8, \"mean_week_duration\": 7.595}}, {\"23854\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-02-16 10:56:57.000000+00:00\", \"2022-09-12 10:08:01.000000+00:00\", \"2022-12-03 11:59:04.000000+00:00\", \"2022-01-25 08:28:36.000000+00:00\", \"2020-02-01 05:49:41.000000+00:00\", \"2023-06-11 16:26:29.000000+00:00\", \"2022-06-21 01:05:15.000000+00:00\"], \"session_ids\": [\"6d564a78-f85a-4604-8767-3218feda43f2\", \"db009cc6-b083-4bd6-86c7-8465f45dcf04\", \"999ce704-d04e-4f9b-8034-3e6068fb5a13\", \"29bf3df5-478c-4644-9f68-0be4ad012a15\", \"57edabf5-74b8-4ac4-8fc9-84bd29d6062d\", \"ab7ff528-410c-4f18-b6bf-6107cf138968\", \"973213e0-eb9c-4831-ac6b-4a193cde0554\"], \"total_duration\": 5259.0, \"total_sessions\": 7, \"mean_week_duration\": 23.27}}]\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 8 users who have average_week_duration less than 4 ( not including) , moreover execute sorting by site usage time form the lowest to the highest additionaly show me only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"53955\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 1}, \"city_name\": \"Berlin\", \"datetimes\": [\"2020-10-23 06:00:48.000000+00:00\", \"2020-10-11 07:07:20.000000+00:00\"], \"session_ids\": [\"4c28531a-b066-418f-ae80-2ed24aef1cf7\", \"ae7d463d-fe23-455f-8bb7-c48cb6318dc3\"], \"total_duration\": 55.0, \"total_sessions\": 2, \"mean_week_duration\": 27.5}, \"10153\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-05-28 05:52:14.000000+00:00\", \"2019-07-16 11:27:53.000000+00:00\", \"2023-02-24 07:54:25.000000+00:00\"], \"session_ids\": [\"8be8cca9-282d-437f-ae78-971f30ae21ca\", \"4bd5be4c-2579-4735-8a16-55c0d51f21e7\", \"f208240a-9a0b-4c0e-a7f6-88636b3e775f\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 0.276}, \"98782\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-02 07:23:49.000000+00:00\", \"2022-07-29 18:22:04.000000+00:00\", \"2019-04-23 01:31:06.000000+00:00\", \"2020-05-14 10:22:21.000000+00:00\"], \"session_ids\": [\"8ab820af-a1fe-46c1-8a54-b667a2391e89\", \"6a33130b-9342-4c86-b11c-79e172b8f9bd\", \"eb7c2419-9ffb-44c7-a2f3-361d6865228c\", \"d953f286-5db7-411b-bafc-7b43daa1058e\"], \"total_duration\": 186.0, \"total_sessions\": 4, \"mean_week_duration\": 1.088}, \"50007\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-10-18 08:35:37.000000+00:00\", \"2022-08-26 10:48:36.000000+00:00\", \"2022-09-07 10:57:03.000000+00:00\"], \"session_ids\": [\"eb5b2f80-4a00-49f9-aca9-e7f1d5cb3b11\", \"0da9f697-3d4b-4e1c-adb6-38a231692d3f\", \"6c9536e7-d5a5-4c21-b0a8-957de8db5204\"], \"total_duration\": 246.0, \"total_sessions\": 3, \"mean_week_duration\": 1.629}, \"19508\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-13 00:16:46.000000+00:00\", \"2019-03-28 11:25:31.000000+00:00\"], \"session_ids\": [\"b3fba19f-b27e-4eff-9774-bf31a05cfead\", \"ec3dbcde-1d0d-49c1-a0b5-4e6bd9784185\"], \"total_duration\": 297.0, \"total_sessions\": 2, \"mean_week_duration\": 14.85}, \"91827\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-08-30 16:07:48.000000+00:00\", \"2022-05-05 09:44:39.000000+00:00\", \"2021-11-19 07:51:38.000000+00:00\"], \"session_ids\": [\"c9b9d5f0-7637-44f2-8e1a-31d85158b2cf\", \"40d2a322-8b16-4325-aa9a-d41bc990dcd7\", \"cf0e8edd-01a2-401b-900e-d38a7ed4ce0e\"], \"total_duration\": 98.0, \"total_sessions\": 3, \"mean_week_duration\": 2.722}, \"36407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-11 16:23:05.000000+00:00\", \"2021-03-12 10:02:58.000000+00:00\", \"2019-07-04 13:47:36.000000+00:00\", \"2019-09-12 03:29:44.000000+00:00\"], \"session_ids\": [\"3ea08471-0628-41d5-b983-e0b43a9d8b2a\", \"a101c3a0-f348-49ee-984f-513f8f3784f3\", \"eedb81bc-32da-493b-b15a-f3d9ab3ef50d\", \"b20da2bf-f228-4866-a5b8-578c8e43781f\"], \"total_duration\": 371.0, \"total_sessions\": 4, \"mean_week_duration\": 2.49}, \"48888\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-20 08:18:03.000000+00:00\", \"2022-10-17 10:14:55.000000+00:00\"], \"session_ids\": [\"902abdb0-4d13-4c58-8990-115d247acba3\", \"0cf9a1a0-4074-4257-8ee1-8dddda7e0196\"], \"total_duration\": 293.0, \"total_sessions\": 2, \"mean_week_duration\": 7.513}, \"15341\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-06 06:30:24.000000+00:00\", \"2019-12-06 13:39:40.000000+00:00\", \"2021-01-06 04:21:45.000000+00:00\", \"2022-10-15 14:31:36.000000+00:00\", \"2019-06-10 20:12:22.000000+00:00\", \"2019-06-13 18:53:01.000000+00:00\", \"2022-11-24 10:05:40.000000+00:00\", \"2019-11-14 07:44:03.000000+00:00\", \"2022-01-28 17:34:10.000000+00:00\", \"2022-11-18 15:19:17.000000+00:00\"], \"session_ids\": [\"a499d29e-5c64-411c-abad-ba8d99bd7ed4\", \"181eb613-1cd1-4222-b497-44f05881b67b\", \"14e45d61-55fe-447b-b0b1-6bed5354ebd8\", \"fa2834a1-55bd-4c73-93f0-13c7d884221f\", \"5522a5d9-b04b-4da4-964c-998e144073c6\", \"c4b5550d-d949-430f-aaea-7be15e1a5a53\", \"afe603d4-599c-426d-a566-f794b6df1ab7\", \"b79d0839-5ed1-4c1e-8533-11298b1e0901\", \"05045ce9-1d14-4e1e-adac-921a58faffd4\", \"db430f0a-146f-4402-8eac-306e64df707d\"], \"total_duration\": 1934.0, \"total_sessions\": 10, \"mean_week_duration\": 10.685}, \"83293\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-05 17:45:25.000000+00:00\", \"2021-08-27 03:11:00.000000+00:00\", \"2023-06-23 13:31:49.000000+00:00\", \"2019-05-25 18:38:29.000000+00:00\", \"2021-09-27 07:33:14.000000+00:00\", \"2019-07-26 06:06:10.000000+00:00\", \"2022-03-10 04:37:43.000000+00:00\", \"2020-05-23 12:37:31.000000+00:00\", \"2020-12-08 14:22:43.000000+00:00\", \"2021-01-12 10:59:16.000000+00:00\"], \"session_ids\": [\"65f8c4a8-4d23-4ece-a40f-b12f37a65729\", \"105aa774-7bad-4170-b975-31e77315ad31\", \"47aeea79-7c44-41bd-af6a-361c330d9e59\", \"269207bc-1680-4708-8319-d7d29c099cf6\", \"dbbb07b5-ae6b-4ea0-8341-719a2107ed09\", \"c1dd1491-6499-426b-8473-e03fe10f930e\", \"01c7c448-77bb-4135-9a71-6eec390b5991\", \"f8c6e910-a013-41ac-b4f0-11afe10630f7\", \"4ef55e2c-c3f6-4c58-979a-374f1bc46c5a\", \"eaf099ce-166e-4846-8973-1975d99a9bf0\"], \"total_duration\": 697.0, \"total_sessions\": 10, \"mean_week_duration\": 3.272}}\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 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\"]]}, \"all_values\": {\"mean_week_duration\": [[4, 46]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"10153\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-05-28 05:52:14.000000+00:00\", \"2019-07-16 11:27:53.000000+00:00\", \"2023-02-24 07:54:25.000000+00:00\"], \"session_ids\": [\"8be8cca9-282d-437f-ae78-971f30ae21ca\", \"4bd5be4c-2579-4735-8a16-55c0d51f21e7\", \"f208240a-9a0b-4c0e-a7f6-88636b3e775f\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 0.276}, \"98782\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-02 07:23:49.000000+00:00\", \"2022-07-29 18:22:04.000000+00:00\", \"2019-04-23 01:31:06.000000+00:00\", \"2020-05-14 10:22:21.000000+00:00\"], \"session_ids\": [\"8ab820af-a1fe-46c1-8a54-b667a2391e89\", \"6a33130b-9342-4c86-b11c-79e172b8f9bd\", \"eb7c2419-9ffb-44c7-a2f3-361d6865228c\", \"d953f286-5db7-411b-bafc-7b43daa1058e\"], \"total_duration\": 186.0, \"total_sessions\": 4, \"mean_week_duration\": 1.088}, \"50007\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-10-18 08:35:37.000000+00:00\", \"2022-08-26 10:48:36.000000+00:00\", \"2022-09-07 10:57:03.000000+00:00\"], \"session_ids\": [\"eb5b2f80-4a00-49f9-aca9-e7f1d5cb3b11\", \"0da9f697-3d4b-4e1c-adb6-38a231692d3f\", \"6c9536e7-d5a5-4c21-b0a8-957de8db5204\"], \"total_duration\": 246.0, \"total_sessions\": 3, \"mean_week_duration\": 1.629}, \"91827\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-08-30 16:07:48.000000+00:00\", \"2022-05-05 09:44:39.000000+00:00\", \"2021-11-19 07:51:38.000000+00:00\"], \"session_ids\": [\"c9b9d5f0-7637-44f2-8e1a-31d85158b2cf\", \"40d2a322-8b16-4325-aa9a-d41bc990dcd7\", \"cf0e8edd-01a2-401b-900e-d38a7ed4ce0e\"], \"total_duration\": 98.0, \"total_sessions\": 3, \"mean_week_duration\": 2.722}, \"36407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-11 16:23:05.000000+00:00\", \"2021-03-12 10:02:58.000000+00:00\", \"2019-07-04 13:47:36.000000+00:00\", \"2019-09-12 03:29:44.000000+00:00\"], \"session_ids\": [\"3ea08471-0628-41d5-b983-e0b43a9d8b2a\", \"a101c3a0-f348-49ee-984f-513f8f3784f3\", \"eedb81bc-32da-493b-b15a-f3d9ab3ef50d\", \"b20da2bf-f228-4866-a5b8-578c8e43781f\"], \"total_duration\": 371.0, \"total_sessions\": 4, \"mean_week_duration\": 2.49}, \"83293\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-05 17:45:25.000000+00:00\", \"2021-08-27 03:11:00.000000+00:00\", \"2023-06-23 13:31:49.000000+00:00\", \"2019-05-25 18:38:29.000000+00:00\", \"2021-09-27 07:33:14.000000+00:00\", \"2019-07-26 06:06:10.000000+00:00\", \"2022-03-10 04:37:43.000000+00:00\", \"2020-05-23 12:37:31.000000+00:00\", \"2020-12-08 14:22:43.000000+00:00\", \"2021-01-12 10:59:16.000000+00:00\"], \"session_ids\": [\"65f8c4a8-4d23-4ece-a40f-b12f37a65729\", \"105aa774-7bad-4170-b975-31e77315ad31\", \"47aeea79-7c44-41bd-af6a-361c330d9e59\", \"269207bc-1680-4708-8319-d7d29c099cf6\", \"dbbb07b5-ae6b-4ea0-8341-719a2107ed09\", \"c1dd1491-6499-426b-8473-e03fe10f930e\", \"01c7c448-77bb-4135-9a71-6eec390b5991\", \"f8c6e910-a013-41ac-b4f0-11afe10630f7\", \"4ef55e2c-c3f6-4c58-979a-374f1bc46c5a\", \"eaf099ce-166e-4846-8973-1975d99a9bf0\"], \"total_duration\": 697.0, \"total_sessions\": 10, \"mean_week_duration\": 3.272}}\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[{\"10153\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-05-28 05:52:14.000000+00:00\", \"2019-07-16 11:27:53.000000+00:00\", \"2023-02-24 07:54:25.000000+00:00\"], \"session_ids\": [\"8be8cca9-282d-437f-ae78-971f30ae21ca\", \"4bd5be4c-2579-4735-8a16-55c0d51f21e7\", \"f208240a-9a0b-4c0e-a7f6-88636b3e775f\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 0.276}}, {\"91827\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-08-30 16:07:48.000000+00:00\", \"2022-05-05 09:44:39.000000+00:00\", \"2021-11-19 07:51:38.000000+00:00\"], \"session_ids\": [\"c9b9d5f0-7637-44f2-8e1a-31d85158b2cf\", \"40d2a322-8b16-4325-aa9a-d41bc990dcd7\", \"cf0e8edd-01a2-401b-900e-d38a7ed4ce0e\"], \"total_duration\": 98.0, \"total_sessions\": 3, \"mean_week_duration\": 2.722}}, {\"98782\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-02 07:23:49.000000+00:00\", \"2022-07-29 18:22:04.000000+00:00\", \"2019-04-23 01:31:06.000000+00:00\", \"2020-05-14 10:22:21.000000+00:00\"], \"session_ids\": [\"8ab820af-a1fe-46c1-8a54-b667a2391e89\", \"6a33130b-9342-4c86-b11c-79e172b8f9bd\", \"eb7c2419-9ffb-44c7-a2f3-361d6865228c\", \"d953f286-5db7-411b-bafc-7b43daa1058e\"], \"total_duration\": 186.0, \"total_sessions\": 4, \"mean_week_duration\": 1.088}}, {\"50007\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-10-18 08:35:37.000000+00:00\", \"2022-08-26 10:48:36.000000+00:00\", \"2022-09-07 10:57:03.000000+00:00\"], \"session_ids\": [\"eb5b2f80-4a00-49f9-aca9-e7f1d5cb3b11\", \"0da9f697-3d4b-4e1c-adb6-38a231692d3f\", \"6c9536e7-d5a5-4c21-b0a8-957de8db5204\"], \"total_duration\": 246.0, \"total_sessions\": 3, \"mean_week_duration\": 1.629}}, {\"36407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-05-11 16:23:05.000000+00:00\", \"2021-03-12 10:02:58.000000+00:00\", \"2019-07-04 13:47:36.000000+00:00\", \"2019-09-12 03:29:44.000000+00:00\"], \"session_ids\": [\"3ea08471-0628-41d5-b983-e0b43a9d8b2a\", \"a101c3a0-f348-49ee-984f-513f8f3784f3\", \"eedb81bc-32da-493b-b15a-f3d9ab3ef50d\", \"b20da2bf-f228-4866-a5b8-578c8e43781f\"], \"total_duration\": 371.0, \"total_sessions\": 4, \"mean_week_duration\": 2.49}}, {\"83293\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-11-05 17:45:25.000000+00:00\", \"2021-08-27 03:11:00.000000+00:00\", \"2023-06-23 13:31:49.000000+00:00\", \"2019-05-25 18:38:29.000000+00:00\", \"2021-09-27 07:33:14.000000+00:00\", \"2019-07-26 06:06:10.000000+00:00\", \"2022-03-10 04:37:43.000000+00:00\", \"2020-05-23 12:37:31.000000+00:00\", \"2020-12-08 14:22:43.000000+00:00\", \"2021-01-12 10:59:16.000000+00:00\"], \"session_ids\": [\"65f8c4a8-4d23-4ece-a40f-b12f37a65729\", \"105aa774-7bad-4170-b975-31e77315ad31\", \"47aeea79-7c44-41bd-af6a-361c330d9e59\", \"269207bc-1680-4708-8319-d7d29c099cf6\", \"dbbb07b5-ae6b-4ea0-8341-719a2107ed09\", \"c1dd1491-6499-426b-8473-e03fe10f930e\", \"01c7c448-77bb-4135-9a71-6eec390b5991\", \"f8c6e910-a013-41ac-b4f0-11afe10630f7\", \"4ef55e2c-c3f6-4c58-979a-374f1bc46c5a\", \"eaf099ce-166e-4846-8973-1975d99a9bf0\"], \"total_duration\": 697.0, \"total_sessions\": 10, \"mean_week_duration\": 3.272}}]\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[{\"10153\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-05-28 05:52:14.000000+00:00\", \"2019-07-16 11:27:53.000000+00:00\", \"2023-02-24 07:54:25.000000+00:00\"], \"session_ids\": [\"8be8cca9-282d-437f-ae78-971f30ae21ca\", \"4bd5be4c-2579-4735-8a16-55c0d51f21e7\", \"f208240a-9a0b-4c0e-a7f6-88636b3e775f\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 0.276}}, {\"91827\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-08-30 16:07:48.000000+00:00\", \"2022-05-05 09:44:39.000000+00:00\", \"2021-11-19 07:51:38.000000+00:00\"], \"session_ids\": [\"c9b9d5f0-7637-44f2-8e1a-31d85158b2cf\", \"40d2a322-8b16-4325-aa9a-d41bc990dcd7\", \"cf0e8edd-01a2-401b-900e-d38a7ed4ce0e\"], \"total_duration\": 98.0, \"total_sessions\": 3, \"mean_week_duration\": 2.722}}, {\"98782\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-02 07:23:49.000000+00:00\", \"2022-07-29 18:22:04.000000+00:00\", \"2019-04-23 01:31:06.000000+00:00\", \"2020-05-14 10:22:21.000000+00:00\"], \"session_ids\": [\"8ab820af-a1fe-46c1-8a54-b667a2391e89\", \"6a33130b-9342-4c86-b11c-79e172b8f9bd\", \"eb7c2419-9ffb-44c7-a2f3-361d6865228c\", \"d953f286-5db7-411b-bafc-7b43daa1058e\"], \"total_duration\": 186.0, \"total_sessions\": 4, \"mean_week_duration\": 1.088}}]\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[{\"10153\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 7, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-05-28 05:52:14.000000+00:00\", \"2019-07-16 11:27:53.000000+00:00\", \"2023-02-24 07:54:25.000000+00:00\"], \"session_ids\": [\"8be8cca9-282d-437f-ae78-971f30ae21ca\", \"4bd5be4c-2579-4735-8a16-55c0d51f21e7\", \"f208240a-9a0b-4c0e-a7f6-88636b3e775f\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 0.276}}, {\"91827\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-08-30 16:07:48.000000+00:00\", \"2022-05-05 09:44:39.000000+00:00\", \"2021-11-19 07:51:38.000000+00:00\"], \"session_ids\": [\"c9b9d5f0-7637-44f2-8e1a-31d85158b2cf\", \"40d2a322-8b16-4325-aa9a-d41bc990dcd7\", \"cf0e8edd-01a2-401b-900e-d38a7ed4ce0e\"], \"total_duration\": 98.0, \"total_sessions\": 3, \"mean_week_duration\": 2.722}}, {\"98782\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-02 07:23:49.000000+00:00\", \"2022-07-29 18:22:04.000000+00:00\", \"2019-04-23 01:31:06.000000+00:00\", \"2020-05-14 10:22:21.000000+00:00\"], \"session_ids\": [\"8ab820af-a1fe-46c1-8a54-b667a2391e89\", \"6a33130b-9342-4c86-b11c-79e172b8f9bd\", \"eb7c2419-9ffb-44c7-a2f3-361d6865228c\", \"d953f286-5db7-411b-bafc-7b43daa1058e\"], \"total_duration\": 186.0, \"total_sessions\": 4, \"mean_week_duration\": 1.088}}]\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 2 users who are the primary users in terms of sessions total and in addition sort by time in app per week form the highest to the lowest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9624\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-06-26 12:52:11.000000+00:00\", \"2020-04-22 21:24:27.000000+00:00\", \"2022-11-23 12:50:51.000000+00:00\"], \"session_ids\": [\"51637617-ee60-402f-b27d-1ff2c3596668\", \"e72ba651-7d74-416f-a37f-0180e3c0e47e\", \"96f066da-2abe-4a79-989e-321468c4a7f9\"], \"total_duration\": 1058.0, \"total_sessions\": 3, \"mean_week_duration\": 7.837}, \"8886\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-07 02:55:31.000000+00:00\", \"2022-07-27 05:50:52.000000+00:00\", \"2020-02-15 05:28:08.000000+00:00\", \"2021-10-30 15:53:58.000000+00:00\", \"2020-05-24 05:44:12.000000+00:00\", \"2021-05-15 07:49:34.000000+00:00\"], \"session_ids\": [\"0e6c5dca-2039-4aec-804d-24d699d8644f\", \"e0c63697-7ae8-4e24-927d-609ceafacc6f\", \"14927891-7c6f-4df3-b367-4a74b7cd67e4\", \"0c43841b-e6fb-4fc6-b7b5-0cfc65245b6a\", \"de125628-b276-4c2a-97ef-8db9629e6877\", \"5b5c7c0e-c77a-4631-a708-ba8c683ed7cd\"], \"total_duration\": 3868.0, \"total_sessions\": 6, \"mean_week_duration\": 28.029}, \"15730\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-30 04:23:42.000000+00:00\", \"2021-04-29 09:35:15.000000+00:00\", \"2021-12-04 08:43:57.000000+00:00\", \"2021-01-23 08:04:45.000000+00:00\", \"2021-08-27 01:19:08.000000+00:00\"], \"session_ids\": [\"2506acdb-c1a9-4e7f-9171-c1ec942ec9c2\", \"16297a44-093d-4b8e-b36d-dbd6794214ba\", \"72f5abbf-06b8-42a7-8fc8-869b4d6166aa\", \"49600fc2-d01e-495f-b1c6-dcb1f0912704\", \"8e400dc6-d791-4e15-9111-ea75d22bdf60\"], \"total_duration\": 1653.0, \"total_sessions\": 5, \"mean_week_duration\": 36.733}, \"11815\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-10-04 22:39:55.000000+00:00\", \"2019-09-03 19:55:38.000000+00:00\", \"2023-03-20 17:56:21.000000+00:00\", \"2022-09-19 23:34:37.000000+00:00\", \"2022-10-14 11:01:25.000000+00:00\", \"2022-06-26 09:29:11.000000+00:00\"], \"session_ids\": [\"55962b66-fb93-4e2c-8c16-22c4de0c9781\", \"ebec268f-f313-4290-b766-3063b4b3a129\", \"66ea2a87-a559-4d0f-816e-9524358cac6d\", \"7c9ac0d6-5413-4b6c-b77e-9db909c2e84c\", \"c2be42e5-b21f-4cdc-9770-a76a7d29990b\", \"c375ea31-0818-4c0a-b062-ebc17d5db2d0\"], \"total_duration\": 4808.0, \"total_sessions\": 6, \"mean_week_duration\": 25.989}, \"22218\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-12-04 00:38:17.000000+00:00\", \"2020-01-04 21:14:31.000000+00:00\", \"2021-01-11 07:01:02.000000+00:00\", \"2023-04-27 13:38:33.000000+00:00\"], \"session_ids\": [\"126bb94e-fec4-49a3-8fde-3c6d7b665eed\", \"0843c5a4-2057-424e-9c43-12f0a2df9fb5\", \"8515781f-de69-4ebf-ba61-e987d2fb225f\", \"bc35ca07-5c9e-41f8-8cd7-7b5b931933b5\"], \"total_duration\": 105.0, \"total_sessions\": 4, \"mean_week_duration\": 0.607}, \"78677\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-01 10:53:45.000000+00:00\", \"2023-04-04 15:30:06.000000+00:00\"], \"session_ids\": [\"4e6d8a12-52ae-472c-bbce-4e28d90e752a\", \"3733e6c4-5038-4ce4-b5d1-ec8c5363dc89\"], \"total_duration\": 241.0, \"total_sessions\": 2, \"mean_week_duration\": 3.213}, \"60123\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-07-27 21:39:09.000000+00:00\", \"2019-05-04 12:18:09.000000+00:00\"], \"session_ids\": [\"1fbb5fc4-07b2-4c13-9261-6ee228939ef0\", \"d57aa91a-8b5b-4411-ac65-954eee7e46f0\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 1.095}, \"43418\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-07-28 03:22:24.000000+00:00\", \"2019-12-08 04:07:00.000000+00:00\", \"2021-12-05 16:04:08.000000+00:00\"], \"session_ids\": [\"40d18739-ee08-4093-8710-3c5169471e02\", \"5644db90-4092-4003-95f1-5032d2cf99af\", \"c36f1779-3589-4131-9931-d9c806cffcfe\"], \"total_duration\": 483.0, \"total_sessions\": 3, \"mean_week_duration\": 4.644}, \"60482\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-08-24 04:53:18.000000+00:00\", \"2020-07-20 13:32:01.000000+00:00\", \"2019-11-01 04:36:02.000000+00:00\", \"2022-10-17 02:18:05.000000+00:00\", \"2020-02-23 09:12:06.000000+00:00\", \"2019-06-09 07:12:53.000000+00:00\", \"2021-10-01 11:27:36.000000+00:00\", \"2019-07-18 11:02:56.000000+00:00\", \"2021-01-05 17:10:14.000000+00:00\", \"2019-12-30 11:00:49.000000+00:00\"], \"session_ids\": [\"4bc3e8d6-5b4d-43e6-a154-ced6ca9bb41a\", \"1efdd0ff-b178-4ca0-b5ef-893d85f7ad94\", \"42025bac-d041-424e-83bc-943b9fc27bd7\", \"35bb4e31-622d-4e10-88cf-e43023df41a0\", \"b4d1e246-3bb7-41e2-af90-e09a84fa0618\", \"e8b5814d-9096-44a3-8926-025361d966d4\", \"34d7d831-dc3c-48ca-ab56-89051d7aa650\", \"aa1b4fc7-ed94-4b5b-80a4-83b2ff3d18e0\", \"2dca634e-8e27-46a8-8170-509c5871364e\", \"0f011314-840c-4d3a-a6f7-80f6f2ed3951\"], \"total_duration\": 4664.0, \"total_sessions\": 10, \"mean_week_duration\": 26.651}, \"35015\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-08-05 14:56:46.000000+00:00\", \"2021-11-30 14:01:20.000000+00:00\"], \"session_ids\": [\"be08c65a-91a8-47bd-8ba9-a476bfa597f1\", \"92f62928-25c2-4060-9c79-ca814be192cc\"], \"total_duration\": 375.0, \"total_sessions\": 2, \"mean_week_duration\": 10.417}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get entries with the highest 2 total_sessions values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_sessions\", \"top\": true, \"quant_to_remain\": 2}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"60482\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-08-24 04:53:18.000000+00:00\", \"2020-07-20 13:32:01.000000+00:00\", \"2019-11-01 04:36:02.000000+00:00\", \"2022-10-17 02:18:05.000000+00:00\", \"2020-02-23 09:12:06.000000+00:00\", \"2019-06-09 07:12:53.000000+00:00\", \"2021-10-01 11:27:36.000000+00:00\", \"2019-07-18 11:02:56.000000+00:00\", \"2021-01-05 17:10:14.000000+00:00\", \"2019-12-30 11:00:49.000000+00:00\"], \"session_ids\": [\"4bc3e8d6-5b4d-43e6-a154-ced6ca9bb41a\", \"1efdd0ff-b178-4ca0-b5ef-893d85f7ad94\", \"42025bac-d041-424e-83bc-943b9fc27bd7\", \"35bb4e31-622d-4e10-88cf-e43023df41a0\", \"b4d1e246-3bb7-41e2-af90-e09a84fa0618\", \"e8b5814d-9096-44a3-8926-025361d966d4\", \"34d7d831-dc3c-48ca-ab56-89051d7aa650\", \"aa1b4fc7-ed94-4b5b-80a4-83b2ff3d18e0\", \"2dca634e-8e27-46a8-8170-509c5871364e\", \"0f011314-840c-4d3a-a6f7-80f6f2ed3951\"], \"total_duration\": 4664.0, \"total_sessions\": 10, \"mean_week_duration\": 26.651}}, {\"8886\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-07 02:55:31.000000+00:00\", \"2022-07-27 05:50:52.000000+00:00\", \"2020-02-15 05:28:08.000000+00:00\", \"2021-10-30 15:53:58.000000+00:00\", \"2020-05-24 05:44:12.000000+00:00\", \"2021-05-15 07:49:34.000000+00:00\"], \"session_ids\": [\"0e6c5dca-2039-4aec-804d-24d699d8644f\", \"e0c63697-7ae8-4e24-927d-609ceafacc6f\", \"14927891-7c6f-4df3-b367-4a74b7cd67e4\", \"0c43841b-e6fb-4fc6-b7b5-0cfc65245b6a\", \"de125628-b276-4c2a-97ef-8db9629e6877\", \"5b5c7c0e-c77a-4631-a708-ba8c683ed7cd\"], \"total_duration\": 3868.0, \"total_sessions\": 6, \"mean_week_duration\": 28.029}}, {\"11815\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-10-04 22:39:55.000000+00:00\", \"2019-09-03 19:55:38.000000+00:00\", \"2023-03-20 17:56:21.000000+00:00\", \"2022-09-19 23:34:37.000000+00:00\", \"2022-10-14 11:01:25.000000+00:00\", \"2022-06-26 09:29:11.000000+00:00\"], \"session_ids\": [\"55962b66-fb93-4e2c-8c16-22c4de0c9781\", \"ebec268f-f313-4290-b766-3063b4b3a129\", \"66ea2a87-a559-4d0f-816e-9524358cac6d\", \"7c9ac0d6-5413-4b6c-b77e-9db909c2e84c\", \"c2be42e5-b21f-4cdc-9770-a76a7d29990b\", \"c375ea31-0818-4c0a-b062-ebc17d5db2d0\"], \"total_duration\": 4808.0, \"total_sessions\": 6, \"mean_week_duration\": 25.989}}]\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[{\"8886\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-07 02:55:31.000000+00:00\", \"2022-07-27 05:50:52.000000+00:00\", \"2020-02-15 05:28:08.000000+00:00\", \"2021-10-30 15:53:58.000000+00:00\", \"2020-05-24 05:44:12.000000+00:00\", \"2021-05-15 07:49:34.000000+00:00\"], \"session_ids\": [\"0e6c5dca-2039-4aec-804d-24d699d8644f\", \"e0c63697-7ae8-4e24-927d-609ceafacc6f\", \"14927891-7c6f-4df3-b367-4a74b7cd67e4\", \"0c43841b-e6fb-4fc6-b7b5-0cfc65245b6a\", \"de125628-b276-4c2a-97ef-8db9629e6877\", \"5b5c7c0e-c77a-4631-a708-ba8c683ed7cd\"], \"total_duration\": 3868.0, \"total_sessions\": 6, \"mean_week_duration\": 28.029}}, {\"60482\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-08-24 04:53:18.000000+00:00\", \"2020-07-20 13:32:01.000000+00:00\", \"2019-11-01 04:36:02.000000+00:00\", \"2022-10-17 02:18:05.000000+00:00\", \"2020-02-23 09:12:06.000000+00:00\", \"2019-06-09 07:12:53.000000+00:00\", \"2021-10-01 11:27:36.000000+00:00\", \"2019-07-18 11:02:56.000000+00:00\", \"2021-01-05 17:10:14.000000+00:00\", \"2019-12-30 11:00:49.000000+00:00\"], \"session_ids\": [\"4bc3e8d6-5b4d-43e6-a154-ced6ca9bb41a\", \"1efdd0ff-b178-4ca0-b5ef-893d85f7ad94\", \"42025bac-d041-424e-83bc-943b9fc27bd7\", \"35bb4e31-622d-4e10-88cf-e43023df41a0\", \"b4d1e246-3bb7-41e2-af90-e09a84fa0618\", \"e8b5814d-9096-44a3-8926-025361d966d4\", \"34d7d831-dc3c-48ca-ab56-89051d7aa650\", \"aa1b4fc7-ed94-4b5b-80a4-83b2ff3d18e0\", \"2dca634e-8e27-46a8-8170-509c5871364e\", \"0f011314-840c-4d3a-a6f7-80f6f2ed3951\"], \"total_duration\": 4664.0, \"total_sessions\": 10, \"mean_week_duration\": 26.651}}, {\"11815\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-10-04 22:39:55.000000+00:00\", \"2019-09-03 19:55:38.000000+00:00\", \"2023-03-20 17:56:21.000000+00:00\", \"2022-09-19 23:34:37.000000+00:00\", \"2022-10-14 11:01:25.000000+00:00\", \"2022-06-26 09:29:11.000000+00:00\"], \"session_ids\": [\"55962b66-fb93-4e2c-8c16-22c4de0c9781\", \"ebec268f-f313-4290-b766-3063b4b3a129\", \"66ea2a87-a559-4d0f-816e-9524358cac6d\", \"7c9ac0d6-5413-4b6c-b77e-9db909c2e84c\", \"c2be42e5-b21f-4cdc-9770-a76a7d29990b\", \"c375ea31-0818-4c0a-b062-ebc17d5db2d0\"], \"total_duration\": 4808.0, \"total_sessions\": 6, \"mean_week_duration\": 25.989}}]\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[{\"8886\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-07 02:55:31.000000+00:00\", \"2022-07-27 05:50:52.000000+00:00\", \"2020-02-15 05:28:08.000000+00:00\", \"2021-10-30 15:53:58.000000+00:00\", \"2020-05-24 05:44:12.000000+00:00\", \"2021-05-15 07:49:34.000000+00:00\"], \"session_ids\": [\"0e6c5dca-2039-4aec-804d-24d699d8644f\", \"e0c63697-7ae8-4e24-927d-609ceafacc6f\", \"14927891-7c6f-4df3-b367-4a74b7cd67e4\", \"0c43841b-e6fb-4fc6-b7b5-0cfc65245b6a\", \"de125628-b276-4c2a-97ef-8db9629e6877\", \"5b5c7c0e-c77a-4631-a708-ba8c683ed7cd\"], \"total_duration\": 3868.0, \"total_sessions\": 6, \"mean_week_duration\": 28.029}}, {\"60482\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-08-24 04:53:18.000000+00:00\", \"2020-07-20 13:32:01.000000+00:00\", \"2019-11-01 04:36:02.000000+00:00\", \"2022-10-17 02:18:05.000000+00:00\", \"2020-02-23 09:12:06.000000+00:00\", \"2019-06-09 07:12:53.000000+00:00\", \"2021-10-01 11:27:36.000000+00:00\", \"2019-07-18 11:02:56.000000+00:00\", \"2021-01-05 17:10:14.000000+00:00\", \"2019-12-30 11:00:49.000000+00:00\"], \"session_ids\": [\"4bc3e8d6-5b4d-43e6-a154-ced6ca9bb41a\", \"1efdd0ff-b178-4ca0-b5ef-893d85f7ad94\", \"42025bac-d041-424e-83bc-943b9fc27bd7\", \"35bb4e31-622d-4e10-88cf-e43023df41a0\", \"b4d1e246-3bb7-41e2-af90-e09a84fa0618\", \"e8b5814d-9096-44a3-8926-025361d966d4\", \"34d7d831-dc3c-48ca-ab56-89051d7aa650\", \"aa1b4fc7-ed94-4b5b-80a4-83b2ff3d18e0\", \"2dca634e-8e27-46a8-8170-509c5871364e\", \"0f011314-840c-4d3a-a6f7-80f6f2ed3951\"], \"total_duration\": 4664.0, \"total_sessions\": 10, \"mean_week_duration\": 26.651}}]\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[{\"8886\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-12-07 02:55:31.000000+00:00\", \"2022-07-27 05:50:52.000000+00:00\", \"2020-02-15 05:28:08.000000+00:00\", \"2021-10-30 15:53:58.000000+00:00\", \"2020-05-24 05:44:12.000000+00:00\", \"2021-05-15 07:49:34.000000+00:00\"], \"session_ids\": [\"0e6c5dca-2039-4aec-804d-24d699d8644f\", \"e0c63697-7ae8-4e24-927d-609ceafacc6f\", \"14927891-7c6f-4df3-b367-4a74b7cd67e4\", \"0c43841b-e6fb-4fc6-b7b5-0cfc65245b6a\", \"de125628-b276-4c2a-97ef-8db9629e6877\", \"5b5c7c0e-c77a-4631-a708-ba8c683ed7cd\"], \"total_duration\": 3868.0, \"total_sessions\": 6, \"mean_week_duration\": 28.029}}, {\"60482\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2019-08-24 04:53:18.000000+00:00\", \"2020-07-20 13:32:01.000000+00:00\", \"2019-11-01 04:36:02.000000+00:00\", \"2022-10-17 02:18:05.000000+00:00\", \"2020-02-23 09:12:06.000000+00:00\", \"2019-06-09 07:12:53.000000+00:00\", \"2021-10-01 11:27:36.000000+00:00\", \"2019-07-18 11:02:56.000000+00:00\", \"2021-01-05 17:10:14.000000+00:00\", \"2019-12-30 11:00:49.000000+00:00\"], \"session_ids\": [\"4bc3e8d6-5b4d-43e6-a154-ced6ca9bb41a\", \"1efdd0ff-b178-4ca0-b5ef-893d85f7ad94\", \"42025bac-d041-424e-83bc-943b9fc27bd7\", \"35bb4e31-622d-4e10-88cf-e43023df41a0\", \"b4d1e246-3bb7-41e2-af90-e09a84fa0618\", \"e8b5814d-9096-44a3-8926-025361d966d4\", \"34d7d831-dc3c-48ca-ab56-89051d7aa650\", \"aa1b4fc7-ed94-4b5b-80a4-83b2ff3d18e0\", \"2dca634e-8e27-46a8-8170-509c5871364e\", \"0f011314-840c-4d3a-a6f7-80f6f2ed3951\"], \"total_duration\": 4664.0, \"total_sessions\": 10, \"mean_week_duration\": 26.651}}]\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 users whose sessions total is smaller than 4 plus apply sorting by sessions summation descending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29268\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-11 13:39:31.000000+00:00\", \"2023-03-30 21:39:46.000000+00:00\"], \"session_ids\": [\"7c23f5fc-fc5f-4b39-80a2-30dff04ec2db\", \"90274bd3-1a40-40ff-853e-d00ea077ea44\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 1.821}, \"36738\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-12-07 13:02:41.000000+00:00\", \"2023-02-08 13:03:19.000000+00:00\", \"2021-07-18 09:33:01.000000+00:00\", \"2022-06-04 06:30:06.000000+00:00\", \"2022-06-11 16:59:01.000000+00:00\", \"2020-10-06 18:18:46.000000+00:00\", \"2019-04-18 22:36:05.000000+00:00\", \"2022-01-04 23:24:42.000000+00:00\"], \"session_ids\": [\"843f5ec7-f1e6-466c-9fc3-31036880a4d6\", \"fada293b-69e0-49f3-9390-4335ad0fcb2a\", \"88d70093-6bd2-4434-9f8f-ac21339ec45d\", \"31289e8b-3814-4ef8-84ef-88e5e64675be\", \"99aca11b-a774-4f3b-8a74-05a9dd4bf698\", \"61bdaac7-6482-4318-944d-a938c0cf321e\", \"896c83e1-40a3-42f0-be39-50fd81a901af\", \"43e65344-71d7-4753-b0f2-cd2b44a8bb5d\"], \"total_duration\": 6601.0, \"total_sessions\": 8, \"mean_week_duration\": 33.171}, \"86213\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-04-24 21:48:35.000000+00:00\", \"2019-05-29 20:53:38.000000+00:00\"], \"session_ids\": [\"c4ddfefd-d131-4105-8702-fafb37a5388a\", \"ca893370-f32a-44de-aec6-c390d710390c\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 1.73}, \"51176\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-06 02:48:12.000000+00:00\", \"2022-09-06 15:05:23.000000+00:00\", \"2019-04-06 19:35:43.000000+00:00\"], \"session_ids\": [\"7891908f-a04d-4ee0-a7e7-c7f58f3d824b\", \"e5c2fc67-d6dd-4da7-8287-525bd01ded9d\", \"abc5249a-cfb9-43ce-86b7-66fa09e6bf44\"], \"total_duration\": 443.0, \"total_sessions\": 3, \"mean_week_duration\": 2.475}, \"13705\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-15 11:40:15.000000+00:00\", \"2019-03-13 20:42:19.000000+00:00\", \"2021-03-01 21:02:33.000000+00:00\", \"2022-03-04 00:45:51.000000+00:00\"], \"session_ids\": [\"2cab7eff-9fda-452a-b6e2-9a119913d52b\", \"4389b813-0aa6-498b-83d7-a007c6d7a5a1\", \"1f07b3ef-bd4d-4ce8-81bf-58c85edcd650\", \"7e46713b-45e0-4b51-8a69-e75700c370b8\"], \"total_duration\": 513.0, \"total_sessions\": 4, \"mean_week_duration\": 3.288}, \"62091\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-17 06:26:35.000000+00:00\", \"2020-06-11 11:12:11.000000+00:00\"], \"session_ids\": [\"c36b8c27-df46-44ff-b209-d98da1915510\", \"caa1fd85-e7d6-4b98-b71d-616dc51f0038\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.264}, \"39779\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-06 22:01:54.000000+00:00\", \"2019-12-07 22:24:32.000000+00:00\", \"2019-01-04 02:11:53.000000+00:00\"], \"session_ids\": [\"7bb548c3-41ad-4403-9fb6-bb55e9fd95f6\", \"d44b478f-1324-49b4-842f-4581d66426bc\", \"1af33dc2-69da-4b19-9f88-66dc46d7b73f\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.299}, \"32045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-04-27 01:24:49.000000+00:00\", \"2020-12-31 22:49:23.000000+00:00\", \"2019-02-18 03:57:23.000000+00:00\"], \"session_ids\": [\"1a8fa0e9-fccc-48a5-8414-db653d895b1e\", \"38979421-1b1f-48ce-908d-c8c2e2fd13b3\", \"f978f51f-fff3-46b9-a531-e01bc60f5cc2\"], \"total_duration\": 520.0, \"total_sessions\": 3, \"mean_week_duration\": 5.306}, \"22285\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-06-23 22:21:08.000000+00:00\", \"2020-01-06 16:11:16.000000+00:00\", \"2020-04-26 01:32:42.000000+00:00\"], \"session_ids\": [\"2fc5f2f1-dffd-4b9f-abde-8b70063602b7\", \"89470df5-019b-4375-9532-9293c522c6ee\", \"f06a0def-87b7-45d9-b4b9-60110adce77a\"], \"total_duration\": 74.0, \"total_sessions\": 3, \"mean_week_duration\": 0.409}, \"40523\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-02-12 05:04:27.000000+00:00\", \"2022-09-19 00:25:57.000000+00:00\", \"2020-02-29 17:37:39.000000+00:00\", \"2022-03-16 11:27:39.000000+00:00\"], \"session_ids\": [\"07dce968-0b41-49ef-831d-d2b0f11000d5\", \"8e1f8525-77c2-42a6-a1a5-a1cc89e25f89\", \"91d39cfe-6dc0-485d-8128-95995375f7ba\", \"f5b40dbc-40ed-4b49-ada5-a34d3f5bed2b\"], \"total_duration\": 421.0, \"total_sessions\": 4, \"mean_week_duration\": 3.142}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[4, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"29268\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-11 13:39:31.000000+00:00\", \"2023-03-30 21:39:46.000000+00:00\"], \"session_ids\": [\"7c23f5fc-fc5f-4b39-80a2-30dff04ec2db\", \"90274bd3-1a40-40ff-853e-d00ea077ea44\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 1.821}, \"86213\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-04-24 21:48:35.000000+00:00\", \"2019-05-29 20:53:38.000000+00:00\"], \"session_ids\": [\"c4ddfefd-d131-4105-8702-fafb37a5388a\", \"ca893370-f32a-44de-aec6-c390d710390c\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 1.73}, \"51176\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-06 02:48:12.000000+00:00\", \"2022-09-06 15:05:23.000000+00:00\", \"2019-04-06 19:35:43.000000+00:00\"], \"session_ids\": [\"7891908f-a04d-4ee0-a7e7-c7f58f3d824b\", \"e5c2fc67-d6dd-4da7-8287-525bd01ded9d\", \"abc5249a-cfb9-43ce-86b7-66fa09e6bf44\"], \"total_duration\": 443.0, \"total_sessions\": 3, \"mean_week_duration\": 2.475}, \"13705\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-15 11:40:15.000000+00:00\", \"2019-03-13 20:42:19.000000+00:00\", \"2021-03-01 21:02:33.000000+00:00\", \"2022-03-04 00:45:51.000000+00:00\"], \"session_ids\": [\"2cab7eff-9fda-452a-b6e2-9a119913d52b\", \"4389b813-0aa6-498b-83d7-a007c6d7a5a1\", \"1f07b3ef-bd4d-4ce8-81bf-58c85edcd650\", \"7e46713b-45e0-4b51-8a69-e75700c370b8\"], \"total_duration\": 513.0, \"total_sessions\": 4, \"mean_week_duration\": 3.288}, \"62091\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-17 06:26:35.000000+00:00\", \"2020-06-11 11:12:11.000000+00:00\"], \"session_ids\": [\"c36b8c27-df46-44ff-b209-d98da1915510\", \"caa1fd85-e7d6-4b98-b71d-616dc51f0038\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.264}, \"39779\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-06 22:01:54.000000+00:00\", \"2019-12-07 22:24:32.000000+00:00\", \"2019-01-04 02:11:53.000000+00:00\"], \"session_ids\": [\"7bb548c3-41ad-4403-9fb6-bb55e9fd95f6\", \"d44b478f-1324-49b4-842f-4581d66426bc\", \"1af33dc2-69da-4b19-9f88-66dc46d7b73f\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.299}, \"32045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-04-27 01:24:49.000000+00:00\", \"2020-12-31 22:49:23.000000+00:00\", \"2019-02-18 03:57:23.000000+00:00\"], \"session_ids\": [\"1a8fa0e9-fccc-48a5-8414-db653d895b1e\", \"38979421-1b1f-48ce-908d-c8c2e2fd13b3\", \"f978f51f-fff3-46b9-a531-e01bc60f5cc2\"], \"total_duration\": 520.0, \"total_sessions\": 3, \"mean_week_duration\": 5.306}, \"22285\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-06-23 22:21:08.000000+00:00\", \"2020-01-06 16:11:16.000000+00:00\", \"2020-04-26 01:32:42.000000+00:00\"], \"session_ids\": [\"2fc5f2f1-dffd-4b9f-abde-8b70063602b7\", \"89470df5-019b-4375-9532-9293c522c6ee\", \"f06a0def-87b7-45d9-b4b9-60110adce77a\"], \"total_duration\": 74.0, \"total_sessions\": 3, \"mean_week_duration\": 0.409}, \"40523\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-02-12 05:04:27.000000+00:00\", \"2022-09-19 00:25:57.000000+00:00\", \"2020-02-29 17:37:39.000000+00:00\", \"2022-03-16 11:27:39.000000+00:00\"], \"session_ids\": [\"07dce968-0b41-49ef-831d-d2b0f11000d5\", \"8e1f8525-77c2-42a6-a1a5-a1cc89e25f89\", \"91d39cfe-6dc0-485d-8128-95995375f7ba\", \"f5b40dbc-40ed-4b49-ada5-a34d3f5bed2b\"], \"total_duration\": 421.0, \"total_sessions\": 4, \"mean_week_duration\": 3.142}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"13705\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-15 11:40:15.000000+00:00\", \"2019-03-13 20:42:19.000000+00:00\", \"2021-03-01 21:02:33.000000+00:00\", \"2022-03-04 00:45:51.000000+00:00\"], \"session_ids\": [\"2cab7eff-9fda-452a-b6e2-9a119913d52b\", \"4389b813-0aa6-498b-83d7-a007c6d7a5a1\", \"1f07b3ef-bd4d-4ce8-81bf-58c85edcd650\", \"7e46713b-45e0-4b51-8a69-e75700c370b8\"], \"total_duration\": 513.0, \"total_sessions\": 4, \"mean_week_duration\": 3.288}}, {\"40523\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-02-12 05:04:27.000000+00:00\", \"2022-09-19 00:25:57.000000+00:00\", \"2020-02-29 17:37:39.000000+00:00\", \"2022-03-16 11:27:39.000000+00:00\"], \"session_ids\": [\"07dce968-0b41-49ef-831d-d2b0f11000d5\", \"8e1f8525-77c2-42a6-a1a5-a1cc89e25f89\", \"91d39cfe-6dc0-485d-8128-95995375f7ba\", \"f5b40dbc-40ed-4b49-ada5-a34d3f5bed2b\"], \"total_duration\": 421.0, \"total_sessions\": 4, \"mean_week_duration\": 3.142}}, {\"51176\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-06 02:48:12.000000+00:00\", \"2022-09-06 15:05:23.000000+00:00\", \"2019-04-06 19:35:43.000000+00:00\"], \"session_ids\": [\"7891908f-a04d-4ee0-a7e7-c7f58f3d824b\", \"e5c2fc67-d6dd-4da7-8287-525bd01ded9d\", \"abc5249a-cfb9-43ce-86b7-66fa09e6bf44\"], \"total_duration\": 443.0, \"total_sessions\": 3, \"mean_week_duration\": 2.475}}, {\"39779\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-06 22:01:54.000000+00:00\", \"2019-12-07 22:24:32.000000+00:00\", \"2019-01-04 02:11:53.000000+00:00\"], \"session_ids\": [\"7bb548c3-41ad-4403-9fb6-bb55e9fd95f6\", \"d44b478f-1324-49b4-842f-4581d66426bc\", \"1af33dc2-69da-4b19-9f88-66dc46d7b73f\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.299}}, {\"32045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-04-27 01:24:49.000000+00:00\", \"2020-12-31 22:49:23.000000+00:00\", \"2019-02-18 03:57:23.000000+00:00\"], \"session_ids\": [\"1a8fa0e9-fccc-48a5-8414-db653d895b1e\", \"38979421-1b1f-48ce-908d-c8c2e2fd13b3\", \"f978f51f-fff3-46b9-a531-e01bc60f5cc2\"], \"total_duration\": 520.0, \"total_sessions\": 3, \"mean_week_duration\": 5.306}}, {\"22285\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-06-23 22:21:08.000000+00:00\", \"2020-01-06 16:11:16.000000+00:00\", \"2020-04-26 01:32:42.000000+00:00\"], \"session_ids\": [\"2fc5f2f1-dffd-4b9f-abde-8b70063602b7\", \"89470df5-019b-4375-9532-9293c522c6ee\", \"f06a0def-87b7-45d9-b4b9-60110adce77a\"], \"total_duration\": 74.0, \"total_sessions\": 3, \"mean_week_duration\": 0.409}}, {\"29268\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-11 13:39:31.000000+00:00\", \"2023-03-30 21:39:46.000000+00:00\"], \"session_ids\": [\"7c23f5fc-fc5f-4b39-80a2-30dff04ec2db\", \"90274bd3-1a40-40ff-853e-d00ea077ea44\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 1.821}}, {\"86213\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-04-24 21:48:35.000000+00:00\", \"2019-05-29 20:53:38.000000+00:00\"], \"session_ids\": [\"c4ddfefd-d131-4105-8702-fafb37a5388a\", \"ca893370-f32a-44de-aec6-c390d710390c\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 1.73}}, {\"62091\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-17 06:26:35.000000+00:00\", \"2020-06-11 11:12:11.000000+00:00\"], \"session_ids\": [\"c36b8c27-df46-44ff-b209-d98da1915510\", \"caa1fd85-e7d6-4b98-b71d-616dc51f0038\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.264}}]\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[{\"13705\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-15 11:40:15.000000+00:00\", \"2019-03-13 20:42:19.000000+00:00\", \"2021-03-01 21:02:33.000000+00:00\", \"2022-03-04 00:45:51.000000+00:00\"], \"session_ids\": [\"2cab7eff-9fda-452a-b6e2-9a119913d52b\", \"4389b813-0aa6-498b-83d7-a007c6d7a5a1\", \"1f07b3ef-bd4d-4ce8-81bf-58c85edcd650\", \"7e46713b-45e0-4b51-8a69-e75700c370b8\"], \"total_duration\": 513.0, \"total_sessions\": 4, \"mean_week_duration\": 3.288}}, {\"40523\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-02-12 05:04:27.000000+00:00\", \"2022-09-19 00:25:57.000000+00:00\", \"2020-02-29 17:37:39.000000+00:00\", \"2022-03-16 11:27:39.000000+00:00\"], \"session_ids\": [\"07dce968-0b41-49ef-831d-d2b0f11000d5\", \"8e1f8525-77c2-42a6-a1a5-a1cc89e25f89\", \"91d39cfe-6dc0-485d-8128-95995375f7ba\", \"f5b40dbc-40ed-4b49-ada5-a34d3f5bed2b\"], \"total_duration\": 421.0, \"total_sessions\": 4, \"mean_week_duration\": 3.142}}, {\"51176\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-08-06 02:48:12.000000+00:00\", \"2022-09-06 15:05:23.000000+00:00\", \"2019-04-06 19:35:43.000000+00:00\"], \"session_ids\": [\"7891908f-a04d-4ee0-a7e7-c7f58f3d824b\", \"e5c2fc67-d6dd-4da7-8287-525bd01ded9d\", \"abc5249a-cfb9-43ce-86b7-66fa09e6bf44\"], \"total_duration\": 443.0, \"total_sessions\": 3, \"mean_week_duration\": 2.475}}, {\"39779\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2022-11-06 22:01:54.000000+00:00\", \"2019-12-07 22:24:32.000000+00:00\", \"2019-01-04 02:11:53.000000+00:00\"], \"session_ids\": [\"7bb548c3-41ad-4403-9fb6-bb55e9fd95f6\", \"d44b478f-1324-49b4-842f-4581d66426bc\", \"1af33dc2-69da-4b19-9f88-66dc46d7b73f\"], \"total_duration\": 60.0, \"total_sessions\": 3, \"mean_week_duration\": 0.299}}, {\"32045\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2020-04-27 01:24:49.000000+00:00\", \"2020-12-31 22:49:23.000000+00:00\", \"2019-02-18 03:57:23.000000+00:00\"], \"session_ids\": [\"1a8fa0e9-fccc-48a5-8414-db653d895b1e\", \"38979421-1b1f-48ce-908d-c8c2e2fd13b3\", \"f978f51f-fff3-46b9-a531-e01bc60f5cc2\"], \"total_duration\": 520.0, \"total_sessions\": 3, \"mean_week_duration\": 5.306}}, {\"22285\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2023-06-23 22:21:08.000000+00:00\", \"2020-01-06 16:11:16.000000+00:00\", \"2020-04-26 01:32:42.000000+00:00\"], \"session_ids\": [\"2fc5f2f1-dffd-4b9f-abde-8b70063602b7\", \"89470df5-019b-4375-9532-9293c522c6ee\", \"f06a0def-87b7-45d9-b4b9-60110adce77a\"], \"total_duration\": 74.0, \"total_sessions\": 3, \"mean_week_duration\": 0.409}}, {\"29268\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-01-11 13:39:31.000000+00:00\", \"2023-03-30 21:39:46.000000+00:00\"], \"session_ids\": [\"7c23f5fc-fc5f-4b39-80a2-30dff04ec2db\", \"90274bd3-1a40-40ff-853e-d00ea077ea44\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 1.821}}, {\"86213\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-04-24 21:48:35.000000+00:00\", \"2019-05-29 20:53:38.000000+00:00\"], \"session_ids\": [\"c4ddfefd-d131-4105-8702-fafb37a5388a\", \"ca893370-f32a-44de-aec6-c390d710390c\"], \"total_duration\": 173.0, \"total_sessions\": 2, \"mean_week_duration\": 1.73}}, {\"62091\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-17 06:26:35.000000+00:00\", \"2020-06-11 11:12:11.000000+00:00\"], \"session_ids\": [\"c36b8c27-df46-44ff-b209-d98da1915510\", \"caa1fd85-e7d6-4b98-b71d-616dc51f0038\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 0.264}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you enlighten me about 8 users who have sessions count less than 5 also apply sorting by urban center name 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{\"68648\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-28 22:46:36.000000+00:00\", \"2020-12-06 04:46:46.000000+00:00\"], \"session_ids\": [\"4943480d-73bd-409c-af62-25bfab55b5bf\", \"ba50ef18-1222-4fb1-9c7c-8a47e2eebcbf\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 1.081}, \"28867\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-14 06:25:12.000000+00:00\", \"2020-08-10 16:46:00.000000+00:00\", \"2021-11-14 13:05:21.000000+00:00\"], \"session_ids\": [\"4d048120-f8ca-456e-8afa-c9a345598932\", \"b1e7865c-9d38-4b27-983e-3c2c9535ea7d\", \"0b846271-e4e3-49f3-a67c-f935ef822c36\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.898}, \"41160\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-09-08 18:46:57.000000+00:00\", \"2020-12-12 01:49:02.000000+00:00\", \"2021-04-19 16:06:21.000000+00:00\", \"2019-11-09 06:22:22.000000+00:00\", \"2022-05-20 09:00:30.000000+00:00\"], \"session_ids\": [\"7eb68953-816f-44f3-a707-d706aba069fe\", \"099efb60-08ee-44f6-8c0d-b501ebb72dc6\", \"2a4a4148-0a29-40b6-8a58-1a079997affc\", \"7ea22dc5-7de7-47af-935c-a11b36c0d73a\", \"79316dc6-857b-44c3-a735-8d400ab3b454\"], \"total_duration\": 3252.0, \"total_sessions\": 5, \"mean_week_duration\": 23.064}, \"83912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Dubai\", \"datetimes\": [\"2021-10-16 03:16:48.000000+00:00\", \"2021-01-05 21:41:25.000000+00:00\", \"2023-03-10 10:29:18.000000+00:00\", \"2019-10-29 01:54:17.000000+00:00\", \"2020-06-03 14:25:05.000000+00:00\", \"2023-01-29 02:24:52.000000+00:00\", \"2020-03-17 15:26:19.000000+00:00\", \"2022-03-28 01:25:31.000000+00:00\"], \"session_ids\": [\"e0f69513-848b-4698-8542-eb3781bc0cc6\", \"7b5cf30d-76e5-4ed7-85f7-7408a4d6d850\", \"e593e908-6664-4979-838f-961f109df29b\", \"46aff491-d3d3-4c67-80b5-c24ca6c2b6b9\", \"98392bf2-74e1-45d4-9f76-c52c0de493a8\", \"41fb4666-3b7e-4ff1-b06e-6c0d9f7b13c7\", \"e18d71a9-cde8-4846-a661-791dc75fc1ec\", \"d1a2b5b1-dfe0-425a-b4ea-06da6c464e07\"], \"total_duration\": 14695.0, \"total_sessions\": 8, \"mean_week_duration\": 83.494}, \"79621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-06-28 11:36:34.000000+00:00\", \"2021-07-20 04:22:40.000000+00:00\", \"2022-12-14 11:59:50.000000+00:00\"], \"session_ids\": [\"d1e44985-c8cd-46ce-bb25-3fe44db9fc7a\", \"83425584-c9b8-468c-a9b6-6cdbced3de27\", \"28d3a011-f8d6-4161-9333-1cce00101f23\"], \"total_duration\": 84.0, \"total_sessions\": 3, \"mean_week_duration\": 0.651}, \"68266\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-29 08:28:06.000000+00:00\", \"2020-06-30 16:29:29.000000+00:00\"], \"session_ids\": [\"366d6f25-a9fe-476c-9a0e-0a5645d2e283\", \"1744494c-1bdf-46f0-a216-9e38afb80998\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 2.81}, \"35593\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-03-05 13:13:17.000000+00:00\", \"2021-05-28 21:57:52.000000+00:00\", \"2021-03-01 11:23:35.000000+00:00\", \"2021-07-22 08:06:15.000000+00:00\", \"2019-08-30 11:16:33.000000+00:00\", \"2022-10-10 07:00:20.000000+00:00\", \"2023-05-31 13:45:40.000000+00:00\", \"2019-02-27 11:55:00.000000+00:00\"], \"session_ids\": [\"cee80efc-f288-4e22-a5fe-033c55300947\", \"9304c5b8-824b-4a5a-80a5-c1307ada25a2\", \"954bdcef-fa8a-4d7e-993e-d91727546436\", \"a326bdd6-21d8-4ec3-8516-0381f3849be6\", \"7ef470be-4702-4bff-b77c-06a83a188c82\", \"0476a67b-1908-44e7-9e2d-f1110ce251c0\", \"40cfdb83-8544-4ed7-b65a-035c708edb68\", \"3baadd9e-b976-42ef-922b-965b774f5d0f\"], \"total_duration\": 618.0, \"total_sessions\": 8, \"mean_week_duration\": 2.784}, \"65942\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-19 19:25:40.000000+00:00\", \"2021-09-04 10:09:41.000000+00:00\"], \"session_ids\": [\"608cc436-7495-4428-bba3-6adfa23d7f08\", \"503210b2-94f4-4c67-9832-0446dcd736d7\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}, \"55267\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-04-06 10:53:21.000000+00:00\", \"2019-04-01 02:03:01.000000+00:00\"], \"session_ids\": [\"fdf4f477-613e-4346-abd9-b8ce328f56bd\", \"f96a94cc-b7b5-44ac-9212-d23fadcf2057\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 1.848}, \"69407\": {\"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\": \"Kingston\", \"datetimes\": [\"2023-03-04 09:27:59.000000+00:00\", \"2021-05-09 05:30:21.000000+00:00\", \"2021-03-27 05:45:26.000000+00:00\"], \"session_ids\": [\"84e989db-ac10-449f-a9d1-fc54e3e21a8b\", \"00100039-37b7-490d-a486-a5bdf7d1f5b2\", \"16cf9021-6915-471c-a11d-f1f24250e52b\"], \"total_duration\": 556.0, \"total_sessions\": 3, \"mean_week_duration\": 5.505}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are equal or less than 5"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"68648\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-28 22:46:36.000000+00:00\", \"2020-12-06 04:46:46.000000+00:00\"], \"session_ids\": [\"4943480d-73bd-409c-af62-25bfab55b5bf\", \"ba50ef18-1222-4fb1-9c7c-8a47e2eebcbf\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 1.081}, \"28867\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-14 06:25:12.000000+00:00\", \"2020-08-10 16:46:00.000000+00:00\", \"2021-11-14 13:05:21.000000+00:00\"], \"session_ids\": [\"4d048120-f8ca-456e-8afa-c9a345598932\", \"b1e7865c-9d38-4b27-983e-3c2c9535ea7d\", \"0b846271-e4e3-49f3-a67c-f935ef822c36\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.898}, \"41160\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-09-08 18:46:57.000000+00:00\", \"2020-12-12 01:49:02.000000+00:00\", \"2021-04-19 16:06:21.000000+00:00\", \"2019-11-09 06:22:22.000000+00:00\", \"2022-05-20 09:00:30.000000+00:00\"], \"session_ids\": [\"7eb68953-816f-44f3-a707-d706aba069fe\", \"099efb60-08ee-44f6-8c0d-b501ebb72dc6\", \"2a4a4148-0a29-40b6-8a58-1a079997affc\", \"7ea22dc5-7de7-47af-935c-a11b36c0d73a\", \"79316dc6-857b-44c3-a735-8d400ab3b454\"], \"total_duration\": 3252.0, \"total_sessions\": 5, \"mean_week_duration\": 23.064}, \"79621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-06-28 11:36:34.000000+00:00\", \"2021-07-20 04:22:40.000000+00:00\", \"2022-12-14 11:59:50.000000+00:00\"], \"session_ids\": [\"d1e44985-c8cd-46ce-bb25-3fe44db9fc7a\", \"83425584-c9b8-468c-a9b6-6cdbced3de27\", \"28d3a011-f8d6-4161-9333-1cce00101f23\"], \"total_duration\": 84.0, \"total_sessions\": 3, \"mean_week_duration\": 0.651}, \"68266\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-29 08:28:06.000000+00:00\", \"2020-06-30 16:29:29.000000+00:00\"], \"session_ids\": [\"366d6f25-a9fe-476c-9a0e-0a5645d2e283\", \"1744494c-1bdf-46f0-a216-9e38afb80998\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 2.81}, \"65942\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-19 19:25:40.000000+00:00\", \"2021-09-04 10:09:41.000000+00:00\"], \"session_ids\": [\"608cc436-7495-4428-bba3-6adfa23d7f08\", \"503210b2-94f4-4c67-9832-0446dcd736d7\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}, \"55267\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-04-06 10:53:21.000000+00:00\", \"2019-04-01 02:03:01.000000+00:00\"], \"session_ids\": [\"fdf4f477-613e-4346-abd9-b8ce328f56bd\", \"f96a94cc-b7b5-44ac-9212-d23fadcf2057\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 1.848}, \"69407\": {\"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\": \"Kingston\", \"datetimes\": [\"2023-03-04 09:27:59.000000+00:00\", \"2021-05-09 05:30:21.000000+00:00\", \"2021-03-27 05:45:26.000000+00:00\"], \"session_ids\": [\"84e989db-ac10-449f-a9d1-fc54e3e21a8b\", \"00100039-37b7-490d-a486-a5bdf7d1f5b2\", \"16cf9021-6915-471c-a11d-f1f24250e52b\"], \"total_duration\": 556.0, \"total_sessions\": 3, \"mean_week_duration\": 5.505}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"65942\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-19 19:25:40.000000+00:00\", \"2021-09-04 10:09:41.000000+00:00\"], \"session_ids\": [\"608cc436-7495-4428-bba3-6adfa23d7f08\", \"503210b2-94f4-4c67-9832-0446dcd736d7\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}}, {\"41160\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-09-08 18:46:57.000000+00:00\", \"2020-12-12 01:49:02.000000+00:00\", \"2021-04-19 16:06:21.000000+00:00\", \"2019-11-09 06:22:22.000000+00:00\", \"2022-05-20 09:00:30.000000+00:00\"], \"session_ids\": [\"7eb68953-816f-44f3-a707-d706aba069fe\", \"099efb60-08ee-44f6-8c0d-b501ebb72dc6\", \"2a4a4148-0a29-40b6-8a58-1a079997affc\", \"7ea22dc5-7de7-47af-935c-a11b36c0d73a\", \"79316dc6-857b-44c3-a735-8d400ab3b454\"], \"total_duration\": 3252.0, \"total_sessions\": 5, \"mean_week_duration\": 23.064}}, {\"68266\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-29 08:28:06.000000+00:00\", \"2020-06-30 16:29:29.000000+00:00\"], \"session_ids\": [\"366d6f25-a9fe-476c-9a0e-0a5645d2e283\", \"1744494c-1bdf-46f0-a216-9e38afb80998\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 2.81}}, {\"69407\": {\"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\": \"Kingston\", \"datetimes\": [\"2023-03-04 09:27:59.000000+00:00\", \"2021-05-09 05:30:21.000000+00:00\", \"2021-03-27 05:45:26.000000+00:00\"], \"session_ids\": [\"84e989db-ac10-449f-a9d1-fc54e3e21a8b\", \"00100039-37b7-490d-a486-a5bdf7d1f5b2\", \"16cf9021-6915-471c-a11d-f1f24250e52b\"], \"total_duration\": 556.0, \"total_sessions\": 3, \"mean_week_duration\": 5.505}}, {\"68648\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-28 22:46:36.000000+00:00\", \"2020-12-06 04:46:46.000000+00:00\"], \"session_ids\": [\"4943480d-73bd-409c-af62-25bfab55b5bf\", \"ba50ef18-1222-4fb1-9c7c-8a47e2eebcbf\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 1.081}}, {\"79621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-06-28 11:36:34.000000+00:00\", \"2021-07-20 04:22:40.000000+00:00\", \"2022-12-14 11:59:50.000000+00:00\"], \"session_ids\": [\"d1e44985-c8cd-46ce-bb25-3fe44db9fc7a\", \"83425584-c9b8-468c-a9b6-6cdbced3de27\", \"28d3a011-f8d6-4161-9333-1cce00101f23\"], \"total_duration\": 84.0, \"total_sessions\": 3, \"mean_week_duration\": 0.651}}, {\"28867\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-14 06:25:12.000000+00:00\", \"2020-08-10 16:46:00.000000+00:00\", \"2021-11-14 13:05:21.000000+00:00\"], \"session_ids\": [\"4d048120-f8ca-456e-8afa-c9a345598932\", \"b1e7865c-9d38-4b27-983e-3c2c9535ea7d\", \"0b846271-e4e3-49f3-a67c-f935ef822c36\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.898}}, {\"55267\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-04-06 10:53:21.000000+00:00\", \"2019-04-01 02:03:01.000000+00:00\"], \"session_ids\": [\"fdf4f477-613e-4346-abd9-b8ce328f56bd\", \"f96a94cc-b7b5-44ac-9212-d23fadcf2057\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 1.848}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"65942\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-19 19:25:40.000000+00:00\", \"2021-09-04 10:09:41.000000+00:00\"], \"session_ids\": [\"608cc436-7495-4428-bba3-6adfa23d7f08\", \"503210b2-94f4-4c67-9832-0446dcd736d7\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}}, {\"41160\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-09-08 18:46:57.000000+00:00\", \"2020-12-12 01:49:02.000000+00:00\", \"2021-04-19 16:06:21.000000+00:00\", \"2019-11-09 06:22:22.000000+00:00\", \"2022-05-20 09:00:30.000000+00:00\"], \"session_ids\": [\"7eb68953-816f-44f3-a707-d706aba069fe\", \"099efb60-08ee-44f6-8c0d-b501ebb72dc6\", \"2a4a4148-0a29-40b6-8a58-1a079997affc\", \"7ea22dc5-7de7-47af-935c-a11b36c0d73a\", \"79316dc6-857b-44c3-a735-8d400ab3b454\"], \"total_duration\": 3252.0, \"total_sessions\": 5, \"mean_week_duration\": 23.064}}, {\"68266\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-29 08:28:06.000000+00:00\", \"2020-06-30 16:29:29.000000+00:00\"], \"session_ids\": [\"366d6f25-a9fe-476c-9a0e-0a5645d2e283\", \"1744494c-1bdf-46f0-a216-9e38afb80998\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 2.81}}, {\"69407\": {\"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\": \"Kingston\", \"datetimes\": [\"2023-03-04 09:27:59.000000+00:00\", \"2021-05-09 05:30:21.000000+00:00\", \"2021-03-27 05:45:26.000000+00:00\"], \"session_ids\": [\"84e989db-ac10-449f-a9d1-fc54e3e21a8b\", \"00100039-37b7-490d-a486-a5bdf7d1f5b2\", \"16cf9021-6915-471c-a11d-f1f24250e52b\"], \"total_duration\": 556.0, \"total_sessions\": 3, \"mean_week_duration\": 5.505}}, {\"68648\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-28 22:46:36.000000+00:00\", \"2020-12-06 04:46:46.000000+00:00\"], \"session_ids\": [\"4943480d-73bd-409c-af62-25bfab55b5bf\", \"ba50ef18-1222-4fb1-9c7c-8a47e2eebcbf\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 1.081}}, {\"79621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-06-28 11:36:34.000000+00:00\", \"2021-07-20 04:22:40.000000+00:00\", \"2022-12-14 11:59:50.000000+00:00\"], \"session_ids\": [\"d1e44985-c8cd-46ce-bb25-3fe44db9fc7a\", \"83425584-c9b8-468c-a9b6-6cdbced3de27\", \"28d3a011-f8d6-4161-9333-1cce00101f23\"], \"total_duration\": 84.0, \"total_sessions\": 3, \"mean_week_duration\": 0.651}}, {\"28867\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-14 06:25:12.000000+00:00\", \"2020-08-10 16:46:00.000000+00:00\", \"2021-11-14 13:05:21.000000+00:00\"], \"session_ids\": [\"4d048120-f8ca-456e-8afa-c9a345598932\", \"b1e7865c-9d38-4b27-983e-3c2c9535ea7d\", \"0b846271-e4e3-49f3-a67c-f935ef822c36\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.898}}, {\"55267\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-04-06 10:53:21.000000+00:00\", \"2019-04-01 02:03:01.000000+00:00\"], \"session_ids\": [\"fdf4f477-613e-4346-abd9-b8ce328f56bd\", \"f96a94cc-b7b5-44ac-9212-d23fadcf2057\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 1.848}}]\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[{\"65942\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-19 19:25:40.000000+00:00\", \"2021-09-04 10:09:41.000000+00:00\"], \"session_ids\": [\"608cc436-7495-4428-bba3-6adfa23d7f08\", \"503210b2-94f4-4c67-9832-0446dcd736d7\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 1.222}}, {\"41160\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-09-08 18:46:57.000000+00:00\", \"2020-12-12 01:49:02.000000+00:00\", \"2021-04-19 16:06:21.000000+00:00\", \"2019-11-09 06:22:22.000000+00:00\", \"2022-05-20 09:00:30.000000+00:00\"], \"session_ids\": [\"7eb68953-816f-44f3-a707-d706aba069fe\", \"099efb60-08ee-44f6-8c0d-b501ebb72dc6\", \"2a4a4148-0a29-40b6-8a58-1a079997affc\", \"7ea22dc5-7de7-47af-935c-a11b36c0d73a\", \"79316dc6-857b-44c3-a735-8d400ab3b454\"], \"total_duration\": 3252.0, \"total_sessions\": 5, \"mean_week_duration\": 23.064}}, {\"68266\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-05-29 08:28:06.000000+00:00\", \"2020-06-30 16:29:29.000000+00:00\"], \"session_ids\": [\"366d6f25-a9fe-476c-9a0e-0a5645d2e283\", \"1744494c-1bdf-46f0-a216-9e38afb80998\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 2.81}}, {\"69407\": {\"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\": \"Kingston\", \"datetimes\": [\"2023-03-04 09:27:59.000000+00:00\", \"2021-05-09 05:30:21.000000+00:00\", \"2021-03-27 05:45:26.000000+00:00\"], \"session_ids\": [\"84e989db-ac10-449f-a9d1-fc54e3e21a8b\", \"00100039-37b7-490d-a486-a5bdf7d1f5b2\", \"16cf9021-6915-471c-a11d-f1f24250e52b\"], \"total_duration\": 556.0, \"total_sessions\": 3, \"mean_week_duration\": 5.505}}, {\"68648\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-28 22:46:36.000000+00:00\", \"2020-12-06 04:46:46.000000+00:00\"], \"session_ids\": [\"4943480d-73bd-409c-af62-25bfab55b5bf\", \"ba50ef18-1222-4fb1-9c7c-8a47e2eebcbf\"], \"total_duration\": 67.0, \"total_sessions\": 2, \"mean_week_duration\": 1.081}}, {\"79621\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2020-06-28 11:36:34.000000+00:00\", \"2021-07-20 04:22:40.000000+00:00\", \"2022-12-14 11:59:50.000000+00:00\"], \"session_ids\": [\"d1e44985-c8cd-46ce-bb25-3fe44db9fc7a\", \"83425584-c9b8-468c-a9b6-6cdbced3de27\", \"28d3a011-f8d6-4161-9333-1cce00101f23\"], \"total_duration\": 84.0, \"total_sessions\": 3, \"mean_week_duration\": 0.651}}, {\"28867\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-14 06:25:12.000000+00:00\", \"2020-08-10 16:46:00.000000+00:00\", \"2021-11-14 13:05:21.000000+00:00\"], \"session_ids\": [\"4d048120-f8ca-456e-8afa-c9a345598932\", \"b1e7865c-9d38-4b27-983e-3c2c9535ea7d\", \"0b846271-e4e3-49f3-a67c-f935ef822c36\"], \"total_duration\": 79.0, \"total_sessions\": 3, \"mean_week_duration\": 0.898}}, {\"55267\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Toronto\", \"datetimes\": [\"2022-04-06 10:53:21.000000+00:00\", \"2019-04-01 02:03:01.000000+00:00\"], \"session_ids\": [\"fdf4f477-613e-4346-abd9-b8ce328f56bd\", \"f96a94cc-b7b5-44ac-9212-d23fadcf2057\"], \"total_duration\": 292.0, \"total_sessions\": 2, \"mean_week_duration\": 1.848}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm curious about 3 users whose cities are not Guatemala City, Amsterdam, New Delhi, Istanbul, New York City and in addition implement sorting by town naming in desc also 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{\"38882\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-30 04:47:39.000000+00:00\", \"2022-04-07 01:14:30.000000+00:00\"], \"session_ids\": [\"b621bf2f-7f97-4eb6-8efb-aa0d03160952\", \"40472b0d-e03a-4a02-8a26-92f2bd8ab4b9\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.463}, \"23339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-23 20:24:27.000000+00:00\", \"2020-03-26 17:36:24.000000+00:00\"], \"session_ids\": [\"e9218aa1-5113-41bb-88ca-e37f8800996d\", \"65d5a795-97e1-4fcb-9975-4a1d2c53efe0\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.128}, \"8121\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"New York City\", \"datetimes\": [\"2021-02-16 18:41:27.000000+00:00\", \"2023-06-25 10:38:49.000000+00:00\", \"2020-09-16 19:09:05.000000+00:00\", \"2022-05-08 05:30:31.000000+00:00\", \"2019-04-22 06:31:44.000000+00:00\", \"2022-05-29 12:12:26.000000+00:00\", \"2021-05-09 23:50:38.000000+00:00\", \"2021-05-14 23:21:22.000000+00:00\", \"2023-03-27 11:30:14.000000+00:00\", \"2019-12-30 12:06:50.000000+00:00\"], \"session_ids\": [\"cf1338ea-9852-47b0-bc1c-aad2631c77f5\", \"e690dcb7-2f60-4b50-8d0e-0adb9d1a2993\", \"d6691dab-f4bb-4e4c-9999-3cbb831e8d4d\", \"97c728a4-6319-44de-8cd3-ba55ef91ad11\", \"9821ea85-3ffc-441e-89a2-d89bc83d89cc\", \"556764c9-b67c-4046-b237-245c7fd0d8b2\", \"50a347bd-e6ff-42b5-8ed8-746ce7f5ab71\", \"448d9bf3-5b2d-401d-94ec-19cc121bc9bf\", \"5f19a841-03cb-41db-8468-b2fd669a65b4\", \"4a2cc475-e45c-466c-849c-af028cbacd49\"], \"total_duration\": 351.0, \"total_sessions\": 10, \"mean_week_duration\": 1.61}, \"62048\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-12-07 03:15:17.000000+00:00\", \"2020-04-16 13:52:44.000000+00:00\"], \"session_ids\": [\"e742d7ed-3fea-4fc6-8845-d24b5d2e1a43\", \"15d832f5-7492-4ae2-9369-73a0b7baeb90\"], \"total_duration\": 84.0, \"total_sessions\": 2, \"mean_week_duration\": 2.471}, \"70473\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-09-01 14:26:21.000000+00:00\", \"2019-09-18 11:06:06.000000+00:00\", \"2023-05-30 22:50:15.000000+00:00\"], \"session_ids\": [\"cec7f493-2ea1-46ae-a4d8-b633873df2db\", \"6ddb0640-97a8-401d-b470-0364a07fedd8\", \"298dd81d-58b5-4972-aec0-702eccb49631\"], \"total_duration\": 784.0, \"total_sessions\": 3, \"mean_week_duration\": 4.062}, \"10738\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-01-26 11:56:25.000000+00:00\", \"2019-04-07 02:08:36.000000+00:00\"], \"session_ids\": [\"ef0354e1-834e-4cb8-ba9f-10afb5782fcc\", \"3e6addc5-b569-42a9-a5c7-7f9e02381b77\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.151}, \"78413\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-02 06:24:56.000000+00:00\", \"2021-01-03 16:52:15.000000+00:00\", \"2019-05-25 16:24:07.000000+00:00\", \"2021-02-19 18:54:15.000000+00:00\", \"2022-08-24 03:55:41.000000+00:00\", \"2021-11-17 03:25:05.000000+00:00\", \"2021-07-02 04:49:08.000000+00:00\", \"2019-07-28 02:37:35.000000+00:00\", \"2019-01-22 02:50:58.000000+00:00\"], \"session_ids\": [\"83a11d41-ce98-48d8-84f1-7817949e3f7b\", \"7ffeaaa4-9911-43b6-b396-17a59e2b612d\", \"c94a2391-329c-4903-982f-840ac5fab711\", \"fd052ae6-e97a-48c2-aa25-bef1918dacbf\", \"9d2ed3ea-1dbb-44eb-befd-612222a4bfb7\", \"27114ab6-fdec-49bc-9087-2aefb3e09cd4\", \"47aef761-eee8-4799-8a47-884a37753157\", \"4030febe-fc9e-487d-a0cb-0c51f8909835\", \"6d769b8e-aca4-46b7-8d73-0d94a655e9c9\"], \"total_duration\": 88.0, \"total_sessions\": 9, \"mean_week_duration\": 0.402}, \"83382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-05-08 07:52:10.000000+00:00\", \"2019-01-06 00:07:25.000000+00:00\", \"2020-09-20 19:20:52.000000+00:00\", \"2022-07-16 05:14:37.000000+00:00\", \"2019-05-11 05:35:03.000000+00:00\", \"2022-04-15 15:22:47.000000+00:00\", \"2021-10-28 04:30:20.000000+00:00\", \"2023-03-23 01:18:28.000000+00:00\", \"2022-01-28 18:19:47.000000+00:00\", \"2020-10-14 17:15:37.000000+00:00\"], \"session_ids\": [\"7dbaf48b-4ca7-4a30-8a3f-fbbb0f409832\", \"270e07c7-322b-4987-b2d9-9a89f034bd2b\", \"8e8f4a79-f5a2-4f07-8623-65c618159594\", \"ab3b8534-2ed7-4524-a72d-4be36acee87f\", \"a69b91e2-bf4e-4227-a884-71f0df56c231\", \"95f19be8-48c8-4c9a-8fc7-7b3fa1372bc3\", \"0bdf17df-db45-4073-bbcb-821468883809\", \"78ffe134-e8ea-4d93-b755-40d22f6335ea\", \"ba3717fe-2d83-4b2d-b10c-f82274f0e801\", \"04fbf7a7-ade3-40e3-ba19-f1dcaccfe1b7\"], \"total_duration\": 100.0, \"total_sessions\": 10, \"mean_week_duration\": 0.455}, \"77812\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-10-29 21:50:39.000000+00:00\", \"2021-12-29 04:16:41.000000+00:00\"], \"session_ids\": [\"a1b6d025-f4ac-4f57-b54b-da90f312b4c2\", \"b57b8a56-35e7-4735-9a44-65cffb15bdee\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 0.805}, \"11652\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-11 08:52:38.000000+00:00\", \"2021-07-15 14:22:58.000000+00:00\"], \"session_ids\": [\"5dc9bec8-47f8-47b8-b6b1-36b3298c124c\", \"bc1fb314-cc22-415b-9efa-8c6304424906\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.529}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Guatemala City, Amsterdam, New Delhi, Istanbul, New York City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Guatemala City\", \"Amsterdam\", \"New Delhi\", \"Istanbul\", \"New York City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"38882\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-30 04:47:39.000000+00:00\", \"2022-04-07 01:14:30.000000+00:00\"], \"session_ids\": [\"b621bf2f-7f97-4eb6-8efb-aa0d03160952\", \"40472b0d-e03a-4a02-8a26-92f2bd8ab4b9\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.463}, \"23339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-23 20:24:27.000000+00:00\", \"2020-03-26 17:36:24.000000+00:00\"], \"session_ids\": [\"e9218aa1-5113-41bb-88ca-e37f8800996d\", \"65d5a795-97e1-4fcb-9975-4a1d2c53efe0\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.128}, \"70473\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-09-01 14:26:21.000000+00:00\", \"2019-09-18 11:06:06.000000+00:00\", \"2023-05-30 22:50:15.000000+00:00\"], \"session_ids\": [\"cec7f493-2ea1-46ae-a4d8-b633873df2db\", \"6ddb0640-97a8-401d-b470-0364a07fedd8\", \"298dd81d-58b5-4972-aec0-702eccb49631\"], \"total_duration\": 784.0, \"total_sessions\": 3, \"mean_week_duration\": 4.062}, \"10738\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-01-26 11:56:25.000000+00:00\", \"2019-04-07 02:08:36.000000+00:00\"], \"session_ids\": [\"ef0354e1-834e-4cb8-ba9f-10afb5782fcc\", \"3e6addc5-b569-42a9-a5c7-7f9e02381b77\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.151}, \"78413\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-02 06:24:56.000000+00:00\", \"2021-01-03 16:52:15.000000+00:00\", \"2019-05-25 16:24:07.000000+00:00\", \"2021-02-19 18:54:15.000000+00:00\", \"2022-08-24 03:55:41.000000+00:00\", \"2021-11-17 03:25:05.000000+00:00\", \"2021-07-02 04:49:08.000000+00:00\", \"2019-07-28 02:37:35.000000+00:00\", \"2019-01-22 02:50:58.000000+00:00\"], \"session_ids\": [\"83a11d41-ce98-48d8-84f1-7817949e3f7b\", \"7ffeaaa4-9911-43b6-b396-17a59e2b612d\", \"c94a2391-329c-4903-982f-840ac5fab711\", \"fd052ae6-e97a-48c2-aa25-bef1918dacbf\", \"9d2ed3ea-1dbb-44eb-befd-612222a4bfb7\", \"27114ab6-fdec-49bc-9087-2aefb3e09cd4\", \"47aef761-eee8-4799-8a47-884a37753157\", \"4030febe-fc9e-487d-a0cb-0c51f8909835\", \"6d769b8e-aca4-46b7-8d73-0d94a655e9c9\"], \"total_duration\": 88.0, \"total_sessions\": 9, \"mean_week_duration\": 0.402}, \"83382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-05-08 07:52:10.000000+00:00\", \"2019-01-06 00:07:25.000000+00:00\", \"2020-09-20 19:20:52.000000+00:00\", \"2022-07-16 05:14:37.000000+00:00\", \"2019-05-11 05:35:03.000000+00:00\", \"2022-04-15 15:22:47.000000+00:00\", \"2021-10-28 04:30:20.000000+00:00\", \"2023-03-23 01:18:28.000000+00:00\", \"2022-01-28 18:19:47.000000+00:00\", \"2020-10-14 17:15:37.000000+00:00\"], \"session_ids\": [\"7dbaf48b-4ca7-4a30-8a3f-fbbb0f409832\", \"270e07c7-322b-4987-b2d9-9a89f034bd2b\", \"8e8f4a79-f5a2-4f07-8623-65c618159594\", \"ab3b8534-2ed7-4524-a72d-4be36acee87f\", \"a69b91e2-bf4e-4227-a884-71f0df56c231\", \"95f19be8-48c8-4c9a-8fc7-7b3fa1372bc3\", \"0bdf17df-db45-4073-bbcb-821468883809\", \"78ffe134-e8ea-4d93-b755-40d22f6335ea\", \"ba3717fe-2d83-4b2d-b10c-f82274f0e801\", \"04fbf7a7-ade3-40e3-ba19-f1dcaccfe1b7\"], \"total_duration\": 100.0, \"total_sessions\": 10, \"mean_week_duration\": 0.455}, \"11652\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-11 08:52:38.000000+00:00\", \"2021-07-15 14:22:58.000000+00:00\"], \"session_ids\": [\"5dc9bec8-47f8-47b8-b6b1-36b3298c124c\", \"bc1fb314-cc22-415b-9efa-8c6304424906\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.529}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10738\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-01-26 11:56:25.000000+00:00\", \"2019-04-07 02:08:36.000000+00:00\"], \"session_ids\": [\"ef0354e1-834e-4cb8-ba9f-10afb5782fcc\", \"3e6addc5-b569-42a9-a5c7-7f9e02381b77\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.151}}, {\"23339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-23 20:24:27.000000+00:00\", \"2020-03-26 17:36:24.000000+00:00\"], \"session_ids\": [\"e9218aa1-5113-41bb-88ca-e37f8800996d\", \"65d5a795-97e1-4fcb-9975-4a1d2c53efe0\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.128}}, {\"78413\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-02 06:24:56.000000+00:00\", \"2021-01-03 16:52:15.000000+00:00\", \"2019-05-25 16:24:07.000000+00:00\", \"2021-02-19 18:54:15.000000+00:00\", \"2022-08-24 03:55:41.000000+00:00\", \"2021-11-17 03:25:05.000000+00:00\", \"2021-07-02 04:49:08.000000+00:00\", \"2019-07-28 02:37:35.000000+00:00\", \"2019-01-22 02:50:58.000000+00:00\"], \"session_ids\": [\"83a11d41-ce98-48d8-84f1-7817949e3f7b\", \"7ffeaaa4-9911-43b6-b396-17a59e2b612d\", \"c94a2391-329c-4903-982f-840ac5fab711\", \"fd052ae6-e97a-48c2-aa25-bef1918dacbf\", \"9d2ed3ea-1dbb-44eb-befd-612222a4bfb7\", \"27114ab6-fdec-49bc-9087-2aefb3e09cd4\", \"47aef761-eee8-4799-8a47-884a37753157\", \"4030febe-fc9e-487d-a0cb-0c51f8909835\", \"6d769b8e-aca4-46b7-8d73-0d94a655e9c9\"], \"total_duration\": 88.0, \"total_sessions\": 9, \"mean_week_duration\": 0.402}}, {\"83382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-05-08 07:52:10.000000+00:00\", \"2019-01-06 00:07:25.000000+00:00\", \"2020-09-20 19:20:52.000000+00:00\", \"2022-07-16 05:14:37.000000+00:00\", \"2019-05-11 05:35:03.000000+00:00\", \"2022-04-15 15:22:47.000000+00:00\", \"2021-10-28 04:30:20.000000+00:00\", \"2023-03-23 01:18:28.000000+00:00\", \"2022-01-28 18:19:47.000000+00:00\", \"2020-10-14 17:15:37.000000+00:00\"], \"session_ids\": [\"7dbaf48b-4ca7-4a30-8a3f-fbbb0f409832\", \"270e07c7-322b-4987-b2d9-9a89f034bd2b\", \"8e8f4a79-f5a2-4f07-8623-65c618159594\", \"ab3b8534-2ed7-4524-a72d-4be36acee87f\", \"a69b91e2-bf4e-4227-a884-71f0df56c231\", \"95f19be8-48c8-4c9a-8fc7-7b3fa1372bc3\", \"0bdf17df-db45-4073-bbcb-821468883809\", \"78ffe134-e8ea-4d93-b755-40d22f6335ea\", \"ba3717fe-2d83-4b2d-b10c-f82274f0e801\", \"04fbf7a7-ade3-40e3-ba19-f1dcaccfe1b7\"], \"total_duration\": 100.0, \"total_sessions\": 10, \"mean_week_duration\": 0.455}}, {\"70473\": {\"keyflows\": {\"Sign In Flow\": 4}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-09-01 14:26:21.000000+00:00\", \"2019-09-18 11:06:06.000000+00:00\", \"2023-05-30 22:50:15.000000+00:00\"], \"session_ids\": [\"cec7f493-2ea1-46ae-a4d8-b633873df2db\", \"6ddb0640-97a8-401d-b470-0364a07fedd8\", \"298dd81d-58b5-4972-aec0-702eccb49631\"], \"total_duration\": 784.0, \"total_sessions\": 3, \"mean_week_duration\": 4.062}}, {\"38882\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-08-30 04:47:39.000000+00:00\", \"2022-04-07 01:14:30.000000+00:00\"], \"session_ids\": [\"b621bf2f-7f97-4eb6-8efb-aa0d03160952\", \"40472b0d-e03a-4a02-8a26-92f2bd8ab4b9\"], \"total_duration\": 63.0, \"total_sessions\": 2, \"mean_week_duration\": 0.463}}, {\"11652\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-11 08:52:38.000000+00:00\", \"2021-07-15 14:22:58.000000+00:00\"], \"session_ids\": [\"5dc9bec8-47f8-47b8-b6b1-36b3298c124c\", \"bc1fb314-cc22-415b-9efa-8c6304424906\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 0.529}}]\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[{\"10738\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-01-26 11:56:25.000000+00:00\", \"2019-04-07 02:08:36.000000+00:00\"], \"session_ids\": [\"ef0354e1-834e-4cb8-ba9f-10afb5782fcc\", \"3e6addc5-b569-42a9-a5c7-7f9e02381b77\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.151}}, {\"23339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-23 20:24:27.000000+00:00\", \"2020-03-26 17:36:24.000000+00:00\"], \"session_ids\": [\"e9218aa1-5113-41bb-88ca-e37f8800996d\", \"65d5a795-97e1-4fcb-9975-4a1d2c53efe0\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.128}}, {\"78413\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-02 06:24:56.000000+00:00\", \"2021-01-03 16:52:15.000000+00:00\", \"2019-05-25 16:24:07.000000+00:00\", \"2021-02-19 18:54:15.000000+00:00\", \"2022-08-24 03:55:41.000000+00:00\", \"2021-11-17 03:25:05.000000+00:00\", \"2021-07-02 04:49:08.000000+00:00\", \"2019-07-28 02:37:35.000000+00:00\", \"2019-01-22 02:50:58.000000+00:00\"], \"session_ids\": [\"83a11d41-ce98-48d8-84f1-7817949e3f7b\", \"7ffeaaa4-9911-43b6-b396-17a59e2b612d\", \"c94a2391-329c-4903-982f-840ac5fab711\", \"fd052ae6-e97a-48c2-aa25-bef1918dacbf\", \"9d2ed3ea-1dbb-44eb-befd-612222a4bfb7\", \"27114ab6-fdec-49bc-9087-2aefb3e09cd4\", \"47aef761-eee8-4799-8a47-884a37753157\", \"4030febe-fc9e-487d-a0cb-0c51f8909835\", \"6d769b8e-aca4-46b7-8d73-0d94a655e9c9\"], \"total_duration\": 88.0, \"total_sessions\": 9, \"mean_week_duration\": 0.402}}, {\"83382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-05-08 07:52:10.000000+00:00\", \"2019-01-06 00:07:25.000000+00:00\", \"2020-09-20 19:20:52.000000+00:00\", \"2022-07-16 05:14:37.000000+00:00\", \"2019-05-11 05:35:03.000000+00:00\", \"2022-04-15 15:22:47.000000+00:00\", \"2021-10-28 04:30:20.000000+00:00\", \"2023-03-23 01:18:28.000000+00:00\", \"2022-01-28 18:19:47.000000+00:00\", \"2020-10-14 17:15:37.000000+00:00\"], \"session_ids\": [\"7dbaf48b-4ca7-4a30-8a3f-fbbb0f409832\", \"270e07c7-322b-4987-b2d9-9a89f034bd2b\", \"8e8f4a79-f5a2-4f07-8623-65c618159594\", \"ab3b8534-2ed7-4524-a72d-4be36acee87f\", \"a69b91e2-bf4e-4227-a884-71f0df56c231\", \"95f19be8-48c8-4c9a-8fc7-7b3fa1372bc3\", \"0bdf17df-db45-4073-bbcb-821468883809\", \"78ffe134-e8ea-4d93-b755-40d22f6335ea\", \"ba3717fe-2d83-4b2d-b10c-f82274f0e801\", \"04fbf7a7-ade3-40e3-ba19-f1dcaccfe1b7\"], \"total_duration\": 100.0, \"total_sessions\": 10, \"mean_week_duration\": 0.455}}]\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[{\"10738\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-01-26 11:56:25.000000+00:00\", \"2019-04-07 02:08:36.000000+00:00\"], \"session_ids\": [\"ef0354e1-834e-4cb8-ba9f-10afb5782fcc\", \"3e6addc5-b569-42a9-a5c7-7f9e02381b77\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.151}}, {\"23339\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-23 20:24:27.000000+00:00\", \"2020-03-26 17:36:24.000000+00:00\"], \"session_ids\": [\"e9218aa1-5113-41bb-88ca-e37f8800996d\", \"65d5a795-97e1-4fcb-9975-4a1d2c53efe0\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.128}}, {\"78413\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2023-04-02 06:24:56.000000+00:00\", \"2021-01-03 16:52:15.000000+00:00\", \"2019-05-25 16:24:07.000000+00:00\", \"2021-02-19 18:54:15.000000+00:00\", \"2022-08-24 03:55:41.000000+00:00\", \"2021-11-17 03:25:05.000000+00:00\", \"2021-07-02 04:49:08.000000+00:00\", \"2019-07-28 02:37:35.000000+00:00\", \"2019-01-22 02:50:58.000000+00:00\"], \"session_ids\": [\"83a11d41-ce98-48d8-84f1-7817949e3f7b\", \"7ffeaaa4-9911-43b6-b396-17a59e2b612d\", \"c94a2391-329c-4903-982f-840ac5fab711\", \"fd052ae6-e97a-48c2-aa25-bef1918dacbf\", \"9d2ed3ea-1dbb-44eb-befd-612222a4bfb7\", \"27114ab6-fdec-49bc-9087-2aefb3e09cd4\", \"47aef761-eee8-4799-8a47-884a37753157\", \"4030febe-fc9e-487d-a0cb-0c51f8909835\", \"6d769b8e-aca4-46b7-8d73-0d94a655e9c9\"], \"total_duration\": 88.0, \"total_sessions\": 9, \"mean_week_duration\": 0.402}}, {\"83382\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-05-08 07:52:10.000000+00:00\", \"2019-01-06 00:07:25.000000+00:00\", \"2020-09-20 19:20:52.000000+00:00\", \"2022-07-16 05:14:37.000000+00:00\", \"2019-05-11 05:35:03.000000+00:00\", \"2022-04-15 15:22:47.000000+00:00\", \"2021-10-28 04:30:20.000000+00:00\", \"2023-03-23 01:18:28.000000+00:00\", \"2022-01-28 18:19:47.000000+00:00\", \"2020-10-14 17:15:37.000000+00:00\"], \"session_ids\": [\"7dbaf48b-4ca7-4a30-8a3f-fbbb0f409832\", \"270e07c7-322b-4987-b2d9-9a89f034bd2b\", \"8e8f4a79-f5a2-4f07-8623-65c618159594\", \"ab3b8534-2ed7-4524-a72d-4be36acee87f\", \"a69b91e2-bf4e-4227-a884-71f0df56c231\", \"95f19be8-48c8-4c9a-8fc7-7b3fa1372bc3\", \"0bdf17df-db45-4073-bbcb-821468883809\", \"78ffe134-e8ea-4d93-b755-40d22f6335ea\", \"ba3717fe-2d83-4b2d-b10c-f82274f0e801\", \"04fbf7a7-ade3-40e3-ba19-f1dcaccfe1b7\"], \"total_duration\": 100.0, \"total_sessions\": 10, \"mean_week_duration\": 0.455}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me about the 3 users whose average_week_duration exceeds 37 while staying below 13, exclusively 13 and 37 , moreover execute sorting by urban title desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"85837\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-01-15 18:11:23.000000+00:00\", \"2020-06-08 06:12:37.000000+00:00\"], \"session_ids\": [\"a358f2b6-af5d-4e18-8435-f49a60ada8e5\", \"cf57eeb1-6f1d-4d78-bb26-0265d42e2943\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 3.464}, \"88435\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-08 10:14:04.000000+00:00\", \"2019-07-03 00:24:50.000000+00:00\"], \"session_ids\": [\"e734c205-8dd9-4bf4-bc66-819eab68dcf3\", \"d868887d-535f-41bf-9df2-ca0237d9f4b9\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.558}, \"86872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-14 08:17:28.000000+00:00\", \"2021-09-26 06:03:57.000000+00:00\"], \"session_ids\": [\"c9c4fbbe-3b17-4e21-abc2-e9304e02ccc5\", \"b6877511-ac3d-49e6-910d-4243a0e86296\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.569}, \"27614\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-01 15:51:48.000000+00:00\", \"2019-12-11 14:30:08.000000+00:00\", \"2022-03-30 21:07:17.000000+00:00\"], \"session_ids\": [\"491203e5-617f-47d7-a70a-3e738eec7146\", \"adf8111f-4c3e-4018-9b7d-c68ab0d7db02\", \"b2c984b7-cb51-417b-b180-53d99609ad21\"], \"total_duration\": 433.0, \"total_sessions\": 3, \"mean_week_duration\": 3.608}, \"86944\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-24 20:25:25.000000+00:00\", \"2019-08-31 14:55:22.000000+00:00\", \"2021-10-30 20:50:57.000000+00:00\", \"2019-11-16 01:04:16.000000+00:00\", \"2022-06-27 13:25:50.000000+00:00\"], \"session_ids\": [\"d92e7da8-bb28-40af-8cba-62b7e40c0891\", \"b761edc0-62f5-47fb-986e-8e792ae4a976\", \"4707df49-cf5e-4d8c-9d22-e978e53b398f\", \"8da790b0-93f6-46ed-a3aa-5826b9507982\", \"141a6516-3656-444a-ae5f-5f9589952678\"], \"total_duration\": 620.0, \"total_sessions\": 5, \"mean_week_duration\": 4.189}, \"7100\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-29 01:23:01.000000+00:00\", \"2023-02-18 19:34:48.000000+00:00\"], \"session_ids\": [\"6f530034-bf7f-4a38-804f-dce3a3df73ee\", \"bbb7551d-8042-4f0b-9b89-f3043e161c50\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.673}, \"74688\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-20 07:51:57.000000+00:00\", \"2020-03-25 22:40:38.000000+00:00\"], \"session_ids\": [\"7e86f0ac-56d6-4ce8-84fd-a5cde8c3e78a\", \"b199c031-bb4e-4b18-9c9c-3645d5287307\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.305}, \"92980\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-02 15:26:26.000000+00:00\", \"2020-05-25 04:10:03.000000+00:00\"], \"session_ids\": [\"df0578e8-6f62-4c7b-a5ee-e3ee61da0596\", \"fc22de42-b8f3-4442-86d4-36c8f582d099\"], \"total_duration\": 302.0, \"total_sessions\": 2, \"mean_week_duration\": 151.0}, \"81878\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-30 06:31:22.000000+00:00\", \"2022-08-27 15:43:30.000000+00:00\", \"2022-09-18 01:18:53.000000+00:00\"], \"session_ids\": [\"15b7f6c3-41e7-4f74-82dd-d836b2d0a15e\", \"00cce568-c876-4795-8742-2fe8eafc0428\", \"ef482507-5abb-47e8-98ca-8ab92e95ad96\"], \"total_duration\": 124.0, \"total_sessions\": 3, \"mean_week_duration\": 3.758}, \"67503\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2021-11-16 14:56:55.000000+00:00\", \"2022-04-08 09:53:18.000000+00:00\", \"2020-12-30 19:17:36.000000+00:00\", \"2020-12-02 05:16:42.000000+00:00\"], \"session_ids\": [\"52a3acb5-aa4a-456d-bdc5-5f55c13d32c8\", \"ebf760ea-0a1a-4d6e-bb7e-b41f52ae36a7\", \"4b6cae35-cbb0-4fe7-b5e8-3b3a8f84784a\", \"f8f78b81-70ef-4aea-b4d2-fdf4ac37ab7d\"], \"total_duration\": 2065.0, \"total_sessions\": 4, \"mean_week_duration\": 29.085}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are less than 13 and are greater than 37"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[13, 37]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"85837\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-01-15 18:11:23.000000+00:00\", \"2020-06-08 06:12:37.000000+00:00\"], \"session_ids\": [\"a358f2b6-af5d-4e18-8435-f49a60ada8e5\", \"cf57eeb1-6f1d-4d78-bb26-0265d42e2943\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 3.464}, \"88435\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-08 10:14:04.000000+00:00\", \"2019-07-03 00:24:50.000000+00:00\"], \"session_ids\": [\"e734c205-8dd9-4bf4-bc66-819eab68dcf3\", \"d868887d-535f-41bf-9df2-ca0237d9f4b9\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.558}, \"86872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-14 08:17:28.000000+00:00\", \"2021-09-26 06:03:57.000000+00:00\"], \"session_ids\": [\"c9c4fbbe-3b17-4e21-abc2-e9304e02ccc5\", \"b6877511-ac3d-49e6-910d-4243a0e86296\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.569}, \"27614\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-01 15:51:48.000000+00:00\", \"2019-12-11 14:30:08.000000+00:00\", \"2022-03-30 21:07:17.000000+00:00\"], \"session_ids\": [\"491203e5-617f-47d7-a70a-3e738eec7146\", \"adf8111f-4c3e-4018-9b7d-c68ab0d7db02\", \"b2c984b7-cb51-417b-b180-53d99609ad21\"], \"total_duration\": 433.0, \"total_sessions\": 3, \"mean_week_duration\": 3.608}, \"86944\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-24 20:25:25.000000+00:00\", \"2019-08-31 14:55:22.000000+00:00\", \"2021-10-30 20:50:57.000000+00:00\", \"2019-11-16 01:04:16.000000+00:00\", \"2022-06-27 13:25:50.000000+00:00\"], \"session_ids\": [\"d92e7da8-bb28-40af-8cba-62b7e40c0891\", \"b761edc0-62f5-47fb-986e-8e792ae4a976\", \"4707df49-cf5e-4d8c-9d22-e978e53b398f\", \"8da790b0-93f6-46ed-a3aa-5826b9507982\", \"141a6516-3656-444a-ae5f-5f9589952678\"], \"total_duration\": 620.0, \"total_sessions\": 5, \"mean_week_duration\": 4.189}, \"7100\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-29 01:23:01.000000+00:00\", \"2023-02-18 19:34:48.000000+00:00\"], \"session_ids\": [\"6f530034-bf7f-4a38-804f-dce3a3df73ee\", \"bbb7551d-8042-4f0b-9b89-f3043e161c50\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.673}, \"74688\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-20 07:51:57.000000+00:00\", \"2020-03-25 22:40:38.000000+00:00\"], \"session_ids\": [\"7e86f0ac-56d6-4ce8-84fd-a5cde8c3e78a\", \"b199c031-bb4e-4b18-9c9c-3645d5287307\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.305}, \"81878\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-30 06:31:22.000000+00:00\", \"2022-08-27 15:43:30.000000+00:00\", \"2022-09-18 01:18:53.000000+00:00\"], \"session_ids\": [\"15b7f6c3-41e7-4f74-82dd-d836b2d0a15e\", \"00cce568-c876-4795-8742-2fe8eafc0428\", \"ef482507-5abb-47e8-98ca-8ab92e95ad96\"], \"total_duration\": 124.0, \"total_sessions\": 3, \"mean_week_duration\": 3.758}, \"92980\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-02 15:26:26.000000+00:00\", \"2020-05-25 04:10:03.000000+00:00\"], \"session_ids\": [\"df0578e8-6f62-4c7b-a5ee-e3ee61da0596\", \"fc22de42-b8f3-4442-86d4-36c8f582d099\"], \"total_duration\": 302.0, \"total_sessions\": 2, \"mean_week_duration\": 151.0}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data descendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88435\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-08 10:14:04.000000+00:00\", \"2019-07-03 00:24:50.000000+00:00\"], \"session_ids\": [\"e734c205-8dd9-4bf4-bc66-819eab68dcf3\", \"d868887d-535f-41bf-9df2-ca0237d9f4b9\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.558}}, {\"27614\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-01 15:51:48.000000+00:00\", \"2019-12-11 14:30:08.000000+00:00\", \"2022-03-30 21:07:17.000000+00:00\"], \"session_ids\": [\"491203e5-617f-47d7-a70a-3e738eec7146\", \"adf8111f-4c3e-4018-9b7d-c68ab0d7db02\", \"b2c984b7-cb51-417b-b180-53d99609ad21\"], \"total_duration\": 433.0, \"total_sessions\": 3, \"mean_week_duration\": 3.608}}, {\"86872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-14 08:17:28.000000+00:00\", \"2021-09-26 06:03:57.000000+00:00\"], \"session_ids\": [\"c9c4fbbe-3b17-4e21-abc2-e9304e02ccc5\", \"b6877511-ac3d-49e6-910d-4243a0e86296\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.569}}, {\"86944\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-02-24 20:25:25.000000+00:00\", \"2019-08-31 14:55:22.000000+00:00\", \"2021-10-30 20:50:57.000000+00:00\", \"2019-11-16 01:04:16.000000+00:00\", \"2022-06-27 13:25:50.000000+00:00\"], \"session_ids\": [\"d92e7da8-bb28-40af-8cba-62b7e40c0891\", \"b761edc0-62f5-47fb-986e-8e792ae4a976\", \"4707df49-cf5e-4d8c-9d22-e978e53b398f\", \"8da790b0-93f6-46ed-a3aa-5826b9507982\", \"141a6516-3656-444a-ae5f-5f9589952678\"], \"total_duration\": 620.0, \"total_sessions\": 5, \"mean_week_duration\": 4.189}}, {\"81878\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-01-30 06:31:22.000000+00:00\", \"2022-08-27 15:43:30.000000+00:00\", \"2022-09-18 01:18:53.000000+00:00\"], \"session_ids\": [\"15b7f6c3-41e7-4f74-82dd-d836b2d0a15e\", \"00cce568-c876-4795-8742-2fe8eafc0428\", \"ef482507-5abb-47e8-98ca-8ab92e95ad96\"], \"total_duration\": 124.0, \"total_sessions\": 3, \"mean_week_duration\": 3.758}}, {\"85837\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 8, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-01-15 18:11:23.000000+00:00\", \"2020-06-08 06:12:37.000000+00:00\"], \"session_ids\": [\"a358f2b6-af5d-4e18-8435-f49a60ada8e5\", \"cf57eeb1-6f1d-4d78-bb26-0265d42e2943\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 3.464}}, {\"74688\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-10-20 07:51:57.000000+00:00\", \"2020-03-25 22:40:38.000000+00:00\"], \"session_ids\": [\"7e86f0ac-56d6-4ce8-84fd-a5cde8c3e78a\", \"b199c031-bb4e-4b18-9c9c-3645d5287307\"], \"total_duration\": 25.0, \"total_sessions\": 2, \"mean_week_duration\": 0.305}}, {\"92980\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-06-02 15:26:26.000000+00:00\", \"2020-05-25 04:10:03.000000+00:00\"], \"session_ids\": [\"df0578e8-6f62-4c7b-a5ee-e3ee61da0596\", \"fc22de42-b8f3-4442-86d4-36c8f582d099\"], \"total_duration\": 302.0, \"total_sessions\": 2, \"mean_week_duration\": 151.0}}, {\"7100\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-01-29 01:23:01.000000+00:00\", \"2023-02-18 19:34:48.000000+00:00\"], \"session_ids\": [\"6f530034-bf7f-4a38-804f-dce3a3df73ee\", \"bbb7551d-8042-4f0b-9b89-f3043e161c50\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 1.673}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"88435\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-08 10:14:04.000000+00:00\", \"2019-07-03 00:24:50.000000+00:00\"], \"session_ids\": [\"e734c205-8dd9-4bf4-bc66-819eab68dcf3\", \"d868887d-535f-41bf-9df2-ca0237d9f4b9\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.558}}, {\"27614\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-01 15:51:48.000000+00:00\", \"2019-12-11 14:30:08.000000+00:00\", \"2022-03-30 21:07:17.000000+00:00\"], \"session_ids\": [\"491203e5-617f-47d7-a70a-3e738eec7146\", \"adf8111f-4c3e-4018-9b7d-c68ab0d7db02\", \"b2c984b7-cb51-417b-b180-53d99609ad21\"], \"total_duration\": 433.0, \"total_sessions\": 3, \"mean_week_duration\": 3.608}}, {\"86872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-14 08:17:28.000000+00:00\", \"2021-09-26 06:03:57.000000+00:00\"], \"session_ids\": [\"c9c4fbbe-3b17-4e21-abc2-e9304e02ccc5\", \"b6877511-ac3d-49e6-910d-4243a0e86296\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.569}}]\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[{\"88435\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-08 10:14:04.000000+00:00\", \"2019-07-03 00:24:50.000000+00:00\"], \"session_ids\": [\"e734c205-8dd9-4bf4-bc66-819eab68dcf3\", \"d868887d-535f-41bf-9df2-ca0237d9f4b9\"], \"total_duration\": 110.0, \"total_sessions\": 2, \"mean_week_duration\": 0.558}}, {\"27614\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-01 15:51:48.000000+00:00\", \"2019-12-11 14:30:08.000000+00:00\", \"2022-03-30 21:07:17.000000+00:00\"], \"session_ids\": [\"491203e5-617f-47d7-a70a-3e738eec7146\", \"adf8111f-4c3e-4018-9b7d-c68ab0d7db02\", \"b2c984b7-cb51-417b-b180-53d99609ad21\"], \"total_duration\": 433.0, \"total_sessions\": 3, \"mean_week_duration\": 3.608}}, {\"86872\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-09-14 08:17:28.000000+00:00\", \"2021-09-26 06:03:57.000000+00:00\"], \"session_ids\": [\"c9c4fbbe-3b17-4e21-abc2-e9304e02ccc5\", \"b6877511-ac3d-49e6-910d-4243a0e86296\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 2.569}}]\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 6 users who are users with smallest value of time in app per week also execute sorting by average_week_duration form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"58363\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-09-06 03:23:03.000000+00:00\", \"2021-12-31 19:42:39.000000+00:00\", \"2023-03-29 13:59:40.000000+00:00\", \"2022-01-15 09:10:38.000000+00:00\", \"2021-05-14 17:24:22.000000+00:00\", \"2021-12-23 04:38:29.000000+00:00\", \"2019-07-29 02:18:24.000000+00:00\", \"2023-06-13 14:35:15.000000+00:00\", \"2021-04-26 21:44:45.000000+00:00\"], \"session_ids\": [\"2ddef816-4052-414d-8a45-3af0ea871ab7\", \"7d648f96-e309-4bed-b312-2765e5ec74ca\", \"f3b6f49c-47bf-40ae-ab00-2ff801c0c460\", \"7e721dab-d40c-4f11-acf0-618ffc6c33e3\", \"2b301a10-3546-446a-9fd5-068d8378461b\", \"9a309545-0984-4d0d-ae5d-ad882ecfdaaf\", \"dad9530a-7d09-40db-922a-013a146d0856\", \"6b1416b8-5cbc-40ef-acbd-ae496a87d656\", \"c892d59d-4188-4e8e-bcc5-8f99f8502f1b\"], \"total_duration\": 1879.0, \"total_sessions\": 9, \"mean_week_duration\": 9.256}, \"47165\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-09-03 20:37:34.000000+00:00\", \"2019-09-20 10:38:55.000000+00:00\"], \"session_ids\": [\"fd4465ac-a014-4f57-84af-b68755e8c554\", \"3cddef9b-39ad-469d-92ca-3d46f5fdcec7\"], \"total_duration\": 150.0, \"total_sessions\": 2, \"mean_week_duration\": 3.0}, \"66607\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-09-03 12:00:27.000000+00:00\", \"2020-11-03 23:16:40.000000+00:00\"], \"session_ids\": [\"c0636126-8309-423f-91c2-85b6e8ecfa94\", \"75e9f728-2150-4238-9cf7-9ee241d71a46\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 2.615}, \"97110\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-12-31 16:54:52.000000+00:00\", \"2022-01-15 08:25:17.000000+00:00\"], \"session_ids\": [\"df8c7b7d-762e-411e-9a15-d359e467a08b\", \"b5213c70-e159-4dc3-a863-3372c9d24631\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 2.982}, \"66137\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-10-31 21:26:56.000000+00:00\", \"2019-02-01 04:13:56.000000+00:00\", \"2021-04-07 09:23:49.000000+00:00\", \"2019-11-22 05:05:41.000000+00:00\"], \"session_ids\": [\"90af3bad-50b0-4e2a-a412-a0891cf1faec\", \"901c366e-8858-4cb2-a045-74a9480ed4ee\", \"eaf6231e-aa8e-4c64-a5e2-833e9398b6c8\", \"f647bbab-0ee2-47fe-9b48-ed7e0f5fcda7\"], \"total_duration\": 1398.0, \"total_sessions\": 4, \"mean_week_duration\": 12.263}, \"31299\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-04-07 10:22:00.000000+00:00\", \"2020-03-24 01:38:21.000000+00:00\", \"2021-06-24 06:39:12.000000+00:00\", \"2019-02-23 14:06:12.000000+00:00\", \"2020-01-03 17:42:44.000000+00:00\", \"2022-11-25 19:41:48.000000+00:00\"], \"session_ids\": [\"c6eeb614-e1cc-4777-961c-8d11a0c82165\", \"012a1ccf-c501-4517-aebf-ba8d6f457351\", \"070a55e4-4abe-482f-82b6-82887a6fdfff\", \"1d16838b-ea29-4aed-8c30-1c373ccb254a\", \"60cd3127-9e11-49f2-9a66-e886dcd7405d\", \"50b6ed67-b9df-41cc-9048-94bd8f1fe480\"], \"total_duration\": 3288.0, \"total_sessions\": 6, \"mean_week_duration\": 15.293}, \"8466\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-06-24 17:11:46.000000+00:00\", \"2023-03-03 05:55:05.000000+00:00\"], \"session_ids\": [\"dfda80a1-10b7-42dc-a256-161f4fa3bf6a\", \"e794ea82-08c8-46c5-bf97-1bb64b89acda\"], \"total_duration\": 335.0, \"total_sessions\": 2, \"mean_week_duration\": 9.306}, \"6815\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 8, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-02-02 04:08:45.000000+00:00\", \"2019-12-14 12:50:59.000000+00:00\"], \"session_ids\": [\"20537301-a759-484e-a8ce-0dd63011b0ef\", \"6e0bf37a-9b57-46ec-9f9e-8898fe7a8396\"], \"total_duration\": 80.0, \"total_sessions\": 2, \"mean_week_duration\": 1.333}, \"97766\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-25 23:59:28.000000+00:00\", \"2020-07-24 23:29:46.000000+00:00\", \"2019-09-08 07:13:50.000000+00:00\"], \"session_ids\": [\"636e0113-db88-421b-9c32-349d250650f1\", \"f079925e-1979-4e28-a087-91eec41e5a7c\", \"f2a4f4fd-1480-4535-8ff4-b48e3f011327\"], \"total_duration\": 89.0, \"total_sessions\": 3, \"mean_week_duration\": 1.618}, \"43564\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-11-04 02:43:47.000000+00:00\", \"2023-03-04 23:45:16.000000+00:00\", \"2021-04-10 19:55:16.000000+00:00\"], \"session_ids\": [\"0bde176e-e5df-4650-9dcf-831718397128\", \"1da10644-2fa7-48a7-98cc-6cb556547815\", \"de48a839-65cf-445c-b6b5-f8f0fa72d7b9\"], \"total_duration\": 463.0, \"total_sessions\": 3, \"mean_week_duration\": 3.795}}\n```\n"
}
] |
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