conversations
list |
|---|
[
{
"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[{\"29226\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-09-07 23:51:42.000000+00:00\", \"2020-05-30 04:22:09.000000+00:00\", \"2019-05-01 21:09:46.000000+00:00\", \"2020-04-29 03:06:50.000000+00:00\", \"2019-02-16 14:36:23.000000+00:00\", \"2020-12-12 07:40:38.000000+00:00\", \"2020-03-04 19:21:12.000000+00:00\", \"2020-06-01 18:38:56.000000+00:00\"], \"session_ids\": [\"4c289497-e2d8-4c1d-8b39-57f409284f3c\", \"e1b20274-e9a8-494b-ba2b-c73a0e68763b\", \"d2e07587-1b01-4233-ab16-234ad08cd8cb\", \"05c41f78-90c0-414c-8682-cfb3a7f299f1\", \"6869ea8c-4d41-410d-928d-d8b7b4508680\", \"d7579f53-1ca1-4ee7-88f4-9440462e290d\", \"86f5f29a-e489-4eb7-b2f5-167300a9dac3\", \"e8c272b8-6fc7-4f2d-a93f-e48f3d2c0441\"], \"total_duration\": 9212.0, \"total_sessions\": 8, \"mean_week_duration\": 68.746}}, {\"95745\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-03-25 15:45:00.000000+00:00\", \"2021-01-20 19:10:44.000000+00:00\", \"2022-08-24 04:38:04.000000+00:00\", \"2022-11-08 03:47:42.000000+00:00\", \"2021-09-22 12:02:39.000000+00:00\"], \"session_ids\": [\"c241650b-386f-429a-8eba-e75909d5f4d6\", \"482d4717-a052-4bf2-a18e-cd49d8597fe3\", \"10e115e5-ba21-43ec-8ab3-d762cdb36b25\", \"9d444742-1900-4102-915c-12e251f43e51\", \"ea32bac0-692d-4c4c-b72e-64bfb7dca1e3\"], \"total_duration\": 637.0, \"total_sessions\": 5, \"mean_week_duration\": 6.777}}, {\"91935\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-11-21 09:47:10.000000+00:00\", \"2019-02-07 00:16:28.000000+00:00\", \"2022-02-22 00:56:38.000000+00:00\", \"2020-03-08 20:07:52.000000+00:00\"], \"session_ids\": [\"bc8cc08e-9cee-4b02-bfad-956d50cde018\", \"96ed5a4d-85c3-4358-ba3c-ddf277287371\", \"43058501-4860-4187-9698-a2708f9f9ada\", \"c0f1a446-36cd-42c0-894f-b5eda75aa129\"], \"total_duration\": 822.0, \"total_sessions\": 4, \"mean_week_duration\": 5.17}}, {\"42757\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-10-01 19:08:48.000000+00:00\", \"2023-02-13 09:31:34.000000+00:00\"], \"session_ids\": [\"c963fa9a-0a7c-4b1e-810c-a87dec727b03\", \"a419ef32-c1c6-4a53-a463-3eb0b65f7055\"], \"total_duration\": 447.0, \"total_sessions\": 2, \"mean_week_duration\": 2.54}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 5 users who are residing in cities Cape Town, Rio de Janeiro , perform sorting by city_name asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52423\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-04-10 09:36:52.000000+00:00\", \"2020-01-27 09:30:25.000000+00:00\"], \"session_ids\": [\"bbf6dc50-6c2a-41d6-b255-200bb4f7f0d4\", \"b47aa15c-40bf-4e4d-9abe-97feb6dcaebf\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 30.364}, \"55917\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5}, \"city_name\": \"Bogota\", \"datetimes\": [\"2019-08-21 14:48:52.000000+00:00\", \"2022-08-09 13:41:02.000000+00:00\"], \"session_ids\": [\"b849e834-cfa8-40e3-b663-29b433c131c4\", \"185a6fa8-b8d3-4c9b-8e5d-ec671f19b6c7\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 2.529}, \"10664\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-10-04 10:03:56.000000+00:00\", \"2021-11-20 08:21:39.000000+00:00\"], \"session_ids\": [\"df919e97-3b41-41ad-939e-e99f9d8e5e15\", \"1b2b5651-4cf0-4914-858f-a11e730769b7\"], \"total_duration\": 230.0, \"total_sessions\": 2, \"mean_week_duration\": 32.857}, \"51386\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-05-01 06:24:36.000000+00:00\", \"2021-07-26 23:35:29.000000+00:00\"], \"session_ids\": [\"a83df4ef-7a5b-4d14-9002-5f7098a35961\", \"83054529-9f8a-4e97-8d0c-f5e63cac287f\"], \"total_duration\": 132.0, \"total_sessions\": 2, \"mean_week_duration\": 10.154}, \"12437\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2023-03-27 15:00:40.000000+00:00\", \"2019-04-07 11:52:36.000000+00:00\"], \"session_ids\": [\"9a74eeba-223a-43ab-bbb4-f15a1890e02d\", \"5eb4dbd3-f838-43ca-87b1-b2718e51b125\"], \"total_duration\": 246.0, \"total_sessions\": 2, \"mean_week_duration\": 1.183}, \"93668\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-07-01 07:17:02.000000+00:00\", \"2021-05-09 15:49:01.000000+00:00\"], \"session_ids\": [\"9205901f-8605-4ac7-bd80-cfd9bf9cd556\", \"3280e646-7d42-4f57-bfea-c8a09b9851f4\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.689}, \"73792\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-06-28 17:23:18.000000+00:00\", \"2021-03-04 11:48:40.000000+00:00\", \"2022-05-29 06:31:19.000000+00:00\", \"2019-10-06 04:57:55.000000+00:00\", \"2021-02-15 01:41:41.000000+00:00\"], \"session_ids\": [\"e92d13d2-d6b5-4b4c-bec5-1338fb1fdd8d\", \"dedcbe8d-c143-4520-a518-7ac613d2d366\", \"76b71704-d113-4633-9531-f0a439b67a88\", \"3a2cb422-0ce1-4255-88fa-fe7b71341d07\", \"348140b6-4fe1-4c31-b2e8-cde68cb6ba88\"], \"total_duration\": 1856.0, \"total_sessions\": 5, \"mean_week_duration\": 13.449}, \"6766\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2023-03-31 05:56:03.000000+00:00\", \"2020-03-31 17:39:49.000000+00:00\", \"2020-03-27 05:49:52.000000+00:00\"], \"session_ids\": [\"7d60bda0-b9e8-44cd-b731-dcac8547f2a9\", \"1efd7364-3d76-4d78-8f66-0481a0d2fe9a\", \"38e2627f-077c-453a-8ac1-fd2ea4fd3074\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 0.287}, \"37966\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-08-18 13:36:46.000000+00:00\", \"2020-09-30 12:16:23.000000+00:00\", \"2019-08-07 21:18:14.000000+00:00\", \"2020-03-10 17:07:39.000000+00:00\", \"2021-07-29 17:04:57.000000+00:00\"], \"session_ids\": [\"0baf37b7-dcc7-40af-b44d-e84fb96ef173\", \"c4fae6a0-d823-471d-be4f-8aa722dcd446\", \"62ff9bd8-8d3e-4b9f-98b4-a4d6220fba1f\", \"a8e8e7d8-a621-415a-ac22-4493cad576ea\", \"ba181b3e-b2ec-4386-bc8c-a04a5c81f673\"], \"total_duration\": 3510.0, \"total_sessions\": 5, \"mean_week_duration\": 33.113}, \"98099\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-01-31 15:58:58.000000+00:00\", \"2022-11-15 18:56:48.000000+00:00\"], \"session_ids\": [\"c095e72a-93d9-4bda-950d-885057a50965\", \"aa4391f5-f4a9-4fcf-b08b-6418784d238c\"], \"total_duration\": 49.0, \"total_sessions\": 2, \"mean_week_duration\": 0.247}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are Cape Town, Rio de Janeiro"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\", \"==\"]]}, \"all_values\": {\"city_name\": [[\"Cape Town\", \"Rio de Janeiro\"]]}}}\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": "Please offer data on 8 users whose number of sessions is smaller than 4 as well as perform sorting by app usage time in descending order."
}
] |
[
{
"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{\"49737\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-07-31 07:31:26.000000+00:00\", \"2020-01-02 02:48:27.000000+00:00\", \"2019-10-04 17:19:18.000000+00:00\", \"2021-05-24 00:08:31.000000+00:00\", \"2021-05-05 00:01:49.000000+00:00\"], \"session_ids\": [\"afc158b5-ce96-4244-8de0-4ba041e44cdc\", \"c21cd4ec-2d55-459f-9f10-a028e8f86f52\", \"4738a03f-2da8-4f22-90fe-6d35d9822d09\", \"1452d65b-ed54-4cb2-8334-547b0cb9cd73\", \"8f1df9e5-164c-4856-932d-9f3b60637b22\"], \"total_duration\": 3016.0, \"total_sessions\": 5, \"mean_week_duration\": 35.07}, \"97821\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-03-18 00:58:41.000000+00:00\", \"2021-05-21 15:17:44.000000+00:00\", \"2019-08-19 14:37:44.000000+00:00\", \"2022-09-19 02:50:53.000000+00:00\", \"2023-01-17 03:21:49.000000+00:00\", \"2020-06-30 16:41:09.000000+00:00\", \"2022-12-20 14:48:45.000000+00:00\", \"2023-03-05 16:39:09.000000+00:00\", \"2020-10-06 12:23:37.000000+00:00\", \"2021-11-07 18:47:49.000000+00:00\", \"2021-03-10 09:18:31.000000+00:00\"], \"session_ids\": [\"57490459-01ee-464f-a5fb-62692e8ee6d6\", \"33f81afc-b64c-4e01-ba9a-46f3e36bdb1c\", \"f0912a74-6578-4537-8e94-57e2559d4bb3\", \"bab58bc4-290b-4dfd-b57c-0aafc87be7fd\", \"73c28fad-f430-430b-bca6-987e80163903\", \"44164345-2d85-4547-b0c0-93e98df399f2\", \"2645bd5a-6430-4da3-8a75-74d6fccdf65a\", \"68bfe5cc-334f-4735-8035-16839fbfa754\", \"4af08071-f6f4-42a2-98d0-2a2f42704957\", \"8cc46249-e0e1-45dc-b539-8aeabc6043e2\", \"ae420642-b5f6-4aeb-9a55-a16bff7c476b\"], \"total_duration\": 215.0, \"total_sessions\": 11, \"mean_week_duration\": 1.039}, \"42202\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-03-30 14:48:30.000000+00:00\", \"2021-12-18 08:23:44.000000+00:00\"], \"session_ids\": [\"442a098c-62cc-4f64-b8f3-f4b1855f2ce7\", \"3cf33526-5bb7-49f2-b034-05d7069a561c\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.106}, \"5280\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-13 01:57:49.000000+00:00\", \"2019-05-03 18:20:28.000000+00:00\", \"2022-11-23 14:16:31.000000+00:00\"], \"session_ids\": [\"5d7a864d-1552-462f-96c4-2cbce1f21695\", \"2ed810ff-41dc-4925-8769-25eb3f8da2a8\", \"064bf5cc-e51f-4fda-9f32-76f37e496048\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.183}, \"73515\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-24 22:46:34.000000+00:00\", \"2019-10-11 16:23:16.000000+00:00\", \"2021-01-04 23:16:38.000000+00:00\", \"2021-03-06 17:04:45.000000+00:00\"], \"session_ids\": [\"365df5e8-52f1-424c-81b4-7998493fc3b6\", \"65279b29-014c-41c9-85a8-5f3d30c01ab6\", \"a4c47165-2353-4662-ba57-65a8d4777d9f\", \"a94a7d2b-3b6c-489b-bfec-e9c891ba7e59\"], \"total_duration\": 413.0, \"total_sessions\": 4, \"mean_week_duration\": 2.665}, \"24082\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-25 17:37:26.000000+00:00\", \"2022-09-06 04:51:13.000000+00:00\", \"2019-09-07 19:30:31.000000+00:00\", \"2019-06-01 13:18:19.000000+00:00\"], \"session_ids\": [\"39f57963-8e96-4c69-b813-25815adbb229\", \"5c6a73f6-75c2-411a-ad28-6aef1290e119\", \"e7e9ff84-9233-4958-9a45-5852ed41e030\", \"6b27f22f-616a-43a9-8b82-949001618639\"], \"total_duration\": 446.0, \"total_sessions\": 4, \"mean_week_duration\": 2.608}, \"6384\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-03 02:55:21.000000+00:00\", \"2020-03-03 19:43:04.000000+00:00\"], \"session_ids\": [\"4fe4a001-feab-4383-9a35-341598de1f8d\", \"a6179f5c-9d5b-4de5-9fa7-366c44c47fe4\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 46.0}, \"2926\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-28 12:21:29.000000+00:00\", \"2019-06-16 00:56:59.000000+00:00\"], \"session_ids\": [\"7b5c11da-e281-443f-9c8f-cc169214b4ed\", \"3936cd36-a078-4136-b8e8-b4731caa6d05\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 27.0}, \"10536\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-22 11:41:09.000000+00:00\", \"2023-01-10 11:59:52.000000+00:00\", \"2021-04-03 03:45:03.000000+00:00\", \"2023-01-18 07:31:24.000000+00:00\"], \"session_ids\": [\"28dd2068-948a-40bc-bbbe-7d353267b73c\", \"fa2b0107-caef-48f7-a162-f0eb5c95f604\", \"cbc65147-e823-42d8-ba2e-87a870981a93\", \"370fe8e1-60c7-4bf4-b513-a25339b18b6e\"], \"total_duration\": 1198.0, \"total_sessions\": 4, \"mean_week_duration\": 6.112}, \"85405\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-04-27 20:14:31.000000+00:00\", \"2021-12-26 16:07:14.000000+00:00\", \"2022-04-16 14:17:46.000000+00:00\", \"2019-12-17 00:07:20.000000+00:00\", \"2019-05-29 13:31:07.000000+00:00\"], \"session_ids\": [\"cb46754a-784b-42c9-98a7-1ff77e10ced9\", \"cbe95fbe-41f3-4d70-851d-19c3fcdc6465\", \"feda63d2-ae24-4e30-a28f-99179fe3fdae\", \"335176db-704b-4e88-888e-c4dea8ee31a0\", \"f3a87ce6-4399-4b89-8783-fed989a27141\"], \"total_duration\": 1448.0, \"total_sessions\": 5, \"mean_week_duration\": 9.589}}\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{\"42202\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-03-30 14:48:30.000000+00:00\", \"2021-12-18 08:23:44.000000+00:00\"], \"session_ids\": [\"442a098c-62cc-4f64-b8f3-f4b1855f2ce7\", \"3cf33526-5bb7-49f2-b034-05d7069a561c\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.106}, \"5280\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-13 01:57:49.000000+00:00\", \"2019-05-03 18:20:28.000000+00:00\", \"2022-11-23 14:16:31.000000+00:00\"], \"session_ids\": [\"5d7a864d-1552-462f-96c4-2cbce1f21695\", \"2ed810ff-41dc-4925-8769-25eb3f8da2a8\", \"064bf5cc-e51f-4fda-9f32-76f37e496048\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.183}, \"73515\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-24 22:46:34.000000+00:00\", \"2019-10-11 16:23:16.000000+00:00\", \"2021-01-04 23:16:38.000000+00:00\", \"2021-03-06 17:04:45.000000+00:00\"], \"session_ids\": [\"365df5e8-52f1-424c-81b4-7998493fc3b6\", \"65279b29-014c-41c9-85a8-5f3d30c01ab6\", \"a4c47165-2353-4662-ba57-65a8d4777d9f\", \"a94a7d2b-3b6c-489b-bfec-e9c891ba7e59\"], \"total_duration\": 413.0, \"total_sessions\": 4, \"mean_week_duration\": 2.665}, \"24082\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-25 17:37:26.000000+00:00\", \"2022-09-06 04:51:13.000000+00:00\", \"2019-09-07 19:30:31.000000+00:00\", \"2019-06-01 13:18:19.000000+00:00\"], \"session_ids\": [\"39f57963-8e96-4c69-b813-25815adbb229\", \"5c6a73f6-75c2-411a-ad28-6aef1290e119\", \"e7e9ff84-9233-4958-9a45-5852ed41e030\", \"6b27f22f-616a-43a9-8b82-949001618639\"], \"total_duration\": 446.0, \"total_sessions\": 4, \"mean_week_duration\": 2.608}, \"6384\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-03 02:55:21.000000+00:00\", \"2020-03-03 19:43:04.000000+00:00\"], \"session_ids\": [\"4fe4a001-feab-4383-9a35-341598de1f8d\", \"a6179f5c-9d5b-4de5-9fa7-366c44c47fe4\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 46.0}, \"2926\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-28 12:21:29.000000+00:00\", \"2019-06-16 00:56:59.000000+00:00\"], \"session_ids\": [\"7b5c11da-e281-443f-9c8f-cc169214b4ed\", \"3936cd36-a078-4136-b8e8-b4731caa6d05\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 27.0}, \"10536\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-22 11:41:09.000000+00:00\", \"2023-01-10 11:59:52.000000+00:00\", \"2021-04-03 03:45:03.000000+00:00\", \"2023-01-18 07:31:24.000000+00:00\"], \"session_ids\": [\"28dd2068-948a-40bc-bbbe-7d353267b73c\", \"fa2b0107-caef-48f7-a162-f0eb5c95f604\", \"cbc65147-e823-42d8-ba2e-87a870981a93\", \"370fe8e1-60c7-4bf4-b513-a25339b18b6e\"], \"total_duration\": 1198.0, \"total_sessions\": 4, \"mean_week_duration\": 6.112}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by total_duration attribute descendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"10536\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-22 11:41:09.000000+00:00\", \"2023-01-10 11:59:52.000000+00:00\", \"2021-04-03 03:45:03.000000+00:00\", \"2023-01-18 07:31:24.000000+00:00\"], \"session_ids\": [\"28dd2068-948a-40bc-bbbe-7d353267b73c\", \"fa2b0107-caef-48f7-a162-f0eb5c95f604\", \"cbc65147-e823-42d8-ba2e-87a870981a93\", \"370fe8e1-60c7-4bf4-b513-a25339b18b6e\"], \"total_duration\": 1198.0, \"total_sessions\": 4, \"mean_week_duration\": 6.112}}, {\"24082\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-25 17:37:26.000000+00:00\", \"2022-09-06 04:51:13.000000+00:00\", \"2019-09-07 19:30:31.000000+00:00\", \"2019-06-01 13:18:19.000000+00:00\"], \"session_ids\": [\"39f57963-8e96-4c69-b813-25815adbb229\", \"5c6a73f6-75c2-411a-ad28-6aef1290e119\", \"e7e9ff84-9233-4958-9a45-5852ed41e030\", \"6b27f22f-616a-43a9-8b82-949001618639\"], \"total_duration\": 446.0, \"total_sessions\": 4, \"mean_week_duration\": 2.608}}, {\"73515\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-24 22:46:34.000000+00:00\", \"2019-10-11 16:23:16.000000+00:00\", \"2021-01-04 23:16:38.000000+00:00\", \"2021-03-06 17:04:45.000000+00:00\"], \"session_ids\": [\"365df5e8-52f1-424c-81b4-7998493fc3b6\", \"65279b29-014c-41c9-85a8-5f3d30c01ab6\", \"a4c47165-2353-4662-ba57-65a8d4777d9f\", \"a94a7d2b-3b6c-489b-bfec-e9c891ba7e59\"], \"total_duration\": 413.0, \"total_sessions\": 4, \"mean_week_duration\": 2.665}}, {\"2926\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-28 12:21:29.000000+00:00\", \"2019-06-16 00:56:59.000000+00:00\"], \"session_ids\": [\"7b5c11da-e281-443f-9c8f-cc169214b4ed\", \"3936cd36-a078-4136-b8e8-b4731caa6d05\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 27.0}}, {\"6384\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-03 02:55:21.000000+00:00\", \"2020-03-03 19:43:04.000000+00:00\"], \"session_ids\": [\"4fe4a001-feab-4383-9a35-341598de1f8d\", \"a6179f5c-9d5b-4de5-9fa7-366c44c47fe4\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 46.0}}, {\"5280\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-13 01:57:49.000000+00:00\", \"2019-05-03 18:20:28.000000+00:00\", \"2022-11-23 14:16:31.000000+00:00\"], \"session_ids\": [\"5d7a864d-1552-462f-96c4-2cbce1f21695\", \"2ed810ff-41dc-4925-8769-25eb3f8da2a8\", \"064bf5cc-e51f-4fda-9f32-76f37e496048\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.183}}, {\"42202\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-03-30 14:48:30.000000+00:00\", \"2021-12-18 08:23:44.000000+00:00\"], \"session_ids\": [\"442a098c-62cc-4f64-b8f3-f4b1855f2ce7\", \"3cf33526-5bb7-49f2-b034-05d7069a561c\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.106}}]\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[{\"10536\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-22 11:41:09.000000+00:00\", \"2023-01-10 11:59:52.000000+00:00\", \"2021-04-03 03:45:03.000000+00:00\", \"2023-01-18 07:31:24.000000+00:00\"], \"session_ids\": [\"28dd2068-948a-40bc-bbbe-7d353267b73c\", \"fa2b0107-caef-48f7-a162-f0eb5c95f604\", \"cbc65147-e823-42d8-ba2e-87a870981a93\", \"370fe8e1-60c7-4bf4-b513-a25339b18b6e\"], \"total_duration\": 1198.0, \"total_sessions\": 4, \"mean_week_duration\": 6.112}}, {\"24082\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-25 17:37:26.000000+00:00\", \"2022-09-06 04:51:13.000000+00:00\", \"2019-09-07 19:30:31.000000+00:00\", \"2019-06-01 13:18:19.000000+00:00\"], \"session_ids\": [\"39f57963-8e96-4c69-b813-25815adbb229\", \"5c6a73f6-75c2-411a-ad28-6aef1290e119\", \"e7e9ff84-9233-4958-9a45-5852ed41e030\", \"6b27f22f-616a-43a9-8b82-949001618639\"], \"total_duration\": 446.0, \"total_sessions\": 4, \"mean_week_duration\": 2.608}}, {\"73515\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-24 22:46:34.000000+00:00\", \"2019-10-11 16:23:16.000000+00:00\", \"2021-01-04 23:16:38.000000+00:00\", \"2021-03-06 17:04:45.000000+00:00\"], \"session_ids\": [\"365df5e8-52f1-424c-81b4-7998493fc3b6\", \"65279b29-014c-41c9-85a8-5f3d30c01ab6\", \"a4c47165-2353-4662-ba57-65a8d4777d9f\", \"a94a7d2b-3b6c-489b-bfec-e9c891ba7e59\"], \"total_duration\": 413.0, \"total_sessions\": 4, \"mean_week_duration\": 2.665}}, {\"2926\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-28 12:21:29.000000+00:00\", \"2019-06-16 00:56:59.000000+00:00\"], \"session_ids\": [\"7b5c11da-e281-443f-9c8f-cc169214b4ed\", \"3936cd36-a078-4136-b8e8-b4731caa6d05\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 27.0}}, {\"6384\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-03 02:55:21.000000+00:00\", \"2020-03-03 19:43:04.000000+00:00\"], \"session_ids\": [\"4fe4a001-feab-4383-9a35-341598de1f8d\", \"a6179f5c-9d5b-4de5-9fa7-366c44c47fe4\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 46.0}}, {\"5280\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-13 01:57:49.000000+00:00\", \"2019-05-03 18:20:28.000000+00:00\", \"2022-11-23 14:16:31.000000+00:00\"], \"session_ids\": [\"5d7a864d-1552-462f-96c4-2cbce1f21695\", \"2ed810ff-41dc-4925-8769-25eb3f8da2a8\", \"064bf5cc-e51f-4fda-9f32-76f37e496048\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.183}}, {\"42202\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-03-30 14:48:30.000000+00:00\", \"2021-12-18 08:23:44.000000+00:00\"], \"session_ids\": [\"442a098c-62cc-4f64-b8f3-f4b1855f2ce7\", \"3cf33526-5bb7-49f2-b034-05d7069a561c\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.106}}]\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[{\"10536\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-04-22 11:41:09.000000+00:00\", \"2023-01-10 11:59:52.000000+00:00\", \"2021-04-03 03:45:03.000000+00:00\", \"2023-01-18 07:31:24.000000+00:00\"], \"session_ids\": [\"28dd2068-948a-40bc-bbbe-7d353267b73c\", \"fa2b0107-caef-48f7-a162-f0eb5c95f604\", \"cbc65147-e823-42d8-ba2e-87a870981a93\", \"370fe8e1-60c7-4bf4-b513-a25339b18b6e\"], \"total_duration\": 1198.0, \"total_sessions\": 4, \"mean_week_duration\": 6.112}}, {\"24082\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-08-25 17:37:26.000000+00:00\", \"2022-09-06 04:51:13.000000+00:00\", \"2019-09-07 19:30:31.000000+00:00\", \"2019-06-01 13:18:19.000000+00:00\"], \"session_ids\": [\"39f57963-8e96-4c69-b813-25815adbb229\", \"5c6a73f6-75c2-411a-ad28-6aef1290e119\", \"e7e9ff84-9233-4958-9a45-5852ed41e030\", \"6b27f22f-616a-43a9-8b82-949001618639\"], \"total_duration\": 446.0, \"total_sessions\": 4, \"mean_week_duration\": 2.608}}, {\"73515\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-09-24 22:46:34.000000+00:00\", \"2019-10-11 16:23:16.000000+00:00\", \"2021-01-04 23:16:38.000000+00:00\", \"2021-03-06 17:04:45.000000+00:00\"], \"session_ids\": [\"365df5e8-52f1-424c-81b4-7998493fc3b6\", \"65279b29-014c-41c9-85a8-5f3d30c01ab6\", \"a4c47165-2353-4662-ba57-65a8d4777d9f\", \"a94a7d2b-3b6c-489b-bfec-e9c891ba7e59\"], \"total_duration\": 413.0, \"total_sessions\": 4, \"mean_week_duration\": 2.665}}, {\"2926\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-06-28 12:21:29.000000+00:00\", \"2019-06-16 00:56:59.000000+00:00\"], \"session_ids\": [\"7b5c11da-e281-443f-9c8f-cc169214b4ed\", \"3936cd36-a078-4136-b8e8-b4731caa6d05\"], \"total_duration\": 54.0, \"total_sessions\": 2, \"mean_week_duration\": 27.0}}, {\"6384\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-03-03 02:55:21.000000+00:00\", \"2020-03-03 19:43:04.000000+00:00\"], \"session_ids\": [\"4fe4a001-feab-4383-9a35-341598de1f8d\", \"a6179f5c-9d5b-4de5-9fa7-366c44c47fe4\"], \"total_duration\": 46.0, \"total_sessions\": 2, \"mean_week_duration\": 46.0}}, {\"5280\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 4}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-13 01:57:49.000000+00:00\", \"2019-05-03 18:20:28.000000+00:00\", \"2022-11-23 14:16:31.000000+00:00\"], \"session_ids\": [\"5d7a864d-1552-462f-96c4-2cbce1f21695\", \"2ed810ff-41dc-4925-8769-25eb3f8da2a8\", \"064bf5cc-e51f-4fda-9f32-76f37e496048\"], \"total_duration\": 34.0, \"total_sessions\": 3, \"mean_week_duration\": 0.183}}, {\"42202\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-03-30 14:48:30.000000+00:00\", \"2021-12-18 08:23:44.000000+00:00\"], \"session_ids\": [\"442a098c-62cc-4f64-b8f3-f4b1855f2ce7\", \"3cf33526-5bb7-49f2-b034-05d7069a561c\"], \"total_duration\": 15.0, \"total_sessions\": 2, \"mean_week_duration\": 0.106}}]\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 whose quantity of sessions is bigger than 3 and smaller than 8 (not including) , put to use sorting by total time using the app ascendingly and in addition keep only 4 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"27030\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-01-22 06:04:49.000000+00:00\", \"2020-02-08 19:59:50.000000+00:00\", \"2019-02-15 14:27:01.000000+00:00\"], \"session_ids\": [\"6b442970-7316-4818-b8d3-5e3ce93adc5c\", \"1be750c3-627e-4312-b378-321fe42766a6\", \"16f68944-368f-490d-8bf9-9081192c33b0\"], \"total_duration\": 719.0, \"total_sessions\": 3, \"mean_week_duration\": 13.073}, \"36453\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-11-15 05:22:02.000000+00:00\", \"2020-12-02 23:33:34.000000+00:00\", \"2021-07-18 20:12:13.000000+00:00\", \"2022-06-02 11:56:47.000000+00:00\", \"2022-06-24 23:23:37.000000+00:00\"], \"session_ids\": [\"df9e161c-806f-4a1c-8316-d0e0d765a2b6\", \"fc1f988a-286a-4ce0-ad66-dd17ffe81976\", \"cd65191e-8f72-4b6b-a0bd-1878270d4348\", \"eee1475b-b381-4fda-801f-1af45cbcc95d\", \"e5504a21-9410-4f37-854c-f55533eca31c\"], \"total_duration\": 2897.0, \"total_sessions\": 5, \"mean_week_duration\": 34.488}, \"41306\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-07-29 20:29:37.000000+00:00\", \"2022-08-20 02:37:30.000000+00:00\"], \"session_ids\": [\"aab73a9c-9c29-48a5-95c5-f324d50ef298\", \"4ff2515c-ebf2-4a7f-b934-c587c3ea7691\"], \"total_duration\": 451.0, \"total_sessions\": 2, \"mean_week_duration\": 2.819}, \"21451\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-02-17 13:32:39.000000+00:00\", \"2020-05-09 12:10:25.000000+00:00\"], \"session_ids\": [\"5e18bf3f-440e-42e3-b45f-302932d91975\", \"c68b6dd2-e008-46b3-a5da-074c11dc4986\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 0.453}, \"43473\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-07-21 14:40:22.000000+00:00\", \"2021-04-21 13:22:44.000000+00:00\"], \"session_ids\": [\"019b7b65-8aa0-4590-bad1-9f4718ba9148\", \"fef455c0-939e-41f6-94fe-e1ed1aeab101\"], \"total_duration\": 466.0, \"total_sessions\": 2, \"mean_week_duration\": 35.846}, \"55728\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-06-13 15:27:50.000000+00:00\", \"2022-07-12 03:57:29.000000+00:00\"], \"session_ids\": [\"d34610f3-df08-440a-96b7-5c25027eb31f\", \"7785615a-2746-44ce-bf4c-33ec39801c08\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.559}, \"18064\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-10-05 02:18:33.000000+00:00\", \"2020-12-14 07:28:28.000000+00:00\"], \"session_ids\": [\"330b3dd6-e28d-4430-95d8-283a6a1668d9\", \"43a8427f-a87e-4634-a2b7-d8701a8b3e1d\"], \"total_duration\": 88.0, \"total_sessions\": 2, \"mean_week_duration\": 1.397}, \"24280\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-27 23:27:37.000000+00:00\", \"2019-03-21 19:01:27.000000+00:00\", \"2021-02-08 01:24:27.000000+00:00\", \"2023-05-11 17:33:12.000000+00:00\", \"2020-01-15 02:50:43.000000+00:00\"], \"session_ids\": [\"6ca1ccbc-c3c1-47bb-92e4-c5ec87c3e695\", \"2a4c7a6f-0c62-4ba8-9955-18dff03a7d82\", \"98dc0095-339b-4548-a4ac-e589979d131b\", \"006b4240-c83b-4533-922a-3bc1b3b96fba\", \"f4b242e6-7714-4473-8372-32455b065eba\"], \"total_duration\": 596.0, \"total_sessions\": 5, \"mean_week_duration\": 2.759}, \"70618\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-24 11:04:57.000000+00:00\", \"2019-09-20 19:47:54.000000+00:00\", \"2019-08-05 05:32:17.000000+00:00\"], \"session_ids\": [\"ce91e174-c4a0-44f3-9e80-2990042c829f\", \"c7bf1f8a-5614-40a2-88f4-31877851b0ff\", \"6eb6de3e-1bb6-407e-9851-db69729a65fe\"], \"total_duration\": 1034.0, \"total_sessions\": 3, \"mean_week_duration\": 24.619}, \"72755\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-21 22:50:21.000000+00:00\", \"2023-04-11 08:21:36.000000+00:00\", \"2022-01-22 18:42:29.000000+00:00\"], \"session_ids\": [\"aadb2d82-e6b1-4bd4-901f-d337622135ca\", \"9551ffdd-3704-4427-9340-bfc73b517684\", \"b84f061f-419f-41a5-abcf-0a2126fed3ee\"], \"total_duration\": 783.0, \"total_sessions\": 3, \"mean_week_duration\": 6.07}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are equal or greater than 3 and are less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">=\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[3, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"27030\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-01-22 06:04:49.000000+00:00\", \"2020-02-08 19:59:50.000000+00:00\", \"2019-02-15 14:27:01.000000+00:00\"], \"session_ids\": [\"6b442970-7316-4818-b8d3-5e3ce93adc5c\", \"1be750c3-627e-4312-b378-321fe42766a6\", \"16f68944-368f-490d-8bf9-9081192c33b0\"], \"total_duration\": 719.0, \"total_sessions\": 3, \"mean_week_duration\": 13.073}, \"36453\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-11-15 05:22:02.000000+00:00\", \"2020-12-02 23:33:34.000000+00:00\", \"2021-07-18 20:12:13.000000+00:00\", \"2022-06-02 11:56:47.000000+00:00\", \"2022-06-24 23:23:37.000000+00:00\"], \"session_ids\": [\"df9e161c-806f-4a1c-8316-d0e0d765a2b6\", \"fc1f988a-286a-4ce0-ad66-dd17ffe81976\", \"cd65191e-8f72-4b6b-a0bd-1878270d4348\", \"eee1475b-b381-4fda-801f-1af45cbcc95d\", \"e5504a21-9410-4f37-854c-f55533eca31c\"], \"total_duration\": 2897.0, \"total_sessions\": 5, \"mean_week_duration\": 34.488}, \"24280\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-27 23:27:37.000000+00:00\", \"2019-03-21 19:01:27.000000+00:00\", \"2021-02-08 01:24:27.000000+00:00\", \"2023-05-11 17:33:12.000000+00:00\", \"2020-01-15 02:50:43.000000+00:00\"], \"session_ids\": [\"6ca1ccbc-c3c1-47bb-92e4-c5ec87c3e695\", \"2a4c7a6f-0c62-4ba8-9955-18dff03a7d82\", \"98dc0095-339b-4548-a4ac-e589979d131b\", \"006b4240-c83b-4533-922a-3bc1b3b96fba\", \"f4b242e6-7714-4473-8372-32455b065eba\"], \"total_duration\": 596.0, \"total_sessions\": 5, \"mean_week_duration\": 2.759}, \"70618\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-24 11:04:57.000000+00:00\", \"2019-09-20 19:47:54.000000+00:00\", \"2019-08-05 05:32:17.000000+00:00\"], \"session_ids\": [\"ce91e174-c4a0-44f3-9e80-2990042c829f\", \"c7bf1f8a-5614-40a2-88f4-31877851b0ff\", \"6eb6de3e-1bb6-407e-9851-db69729a65fe\"], \"total_duration\": 1034.0, \"total_sessions\": 3, \"mean_week_duration\": 24.619}, \"72755\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-21 22:50:21.000000+00:00\", \"2023-04-11 08:21:36.000000+00:00\", \"2022-01-22 18:42:29.000000+00:00\"], \"session_ids\": [\"aadb2d82-e6b1-4bd4-901f-d337622135ca\", \"9551ffdd-3704-4427-9340-bfc73b517684\", \"b84f061f-419f-41a5-abcf-0a2126fed3ee\"], \"total_duration\": 783.0, \"total_sessions\": 3, \"mean_week_duration\": 6.07}}\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[{\"24280\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-27 23:27:37.000000+00:00\", \"2019-03-21 19:01:27.000000+00:00\", \"2021-02-08 01:24:27.000000+00:00\", \"2023-05-11 17:33:12.000000+00:00\", \"2020-01-15 02:50:43.000000+00:00\"], \"session_ids\": [\"6ca1ccbc-c3c1-47bb-92e4-c5ec87c3e695\", \"2a4c7a6f-0c62-4ba8-9955-18dff03a7d82\", \"98dc0095-339b-4548-a4ac-e589979d131b\", \"006b4240-c83b-4533-922a-3bc1b3b96fba\", \"f4b242e6-7714-4473-8372-32455b065eba\"], \"total_duration\": 596.0, \"total_sessions\": 5, \"mean_week_duration\": 2.759}}, {\"27030\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-01-22 06:04:49.000000+00:00\", \"2020-02-08 19:59:50.000000+00:00\", \"2019-02-15 14:27:01.000000+00:00\"], \"session_ids\": [\"6b442970-7316-4818-b8d3-5e3ce93adc5c\", \"1be750c3-627e-4312-b378-321fe42766a6\", \"16f68944-368f-490d-8bf9-9081192c33b0\"], \"total_duration\": 719.0, \"total_sessions\": 3, \"mean_week_duration\": 13.073}}, {\"72755\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-21 22:50:21.000000+00:00\", \"2023-04-11 08:21:36.000000+00:00\", \"2022-01-22 18:42:29.000000+00:00\"], \"session_ids\": [\"aadb2d82-e6b1-4bd4-901f-d337622135ca\", \"9551ffdd-3704-4427-9340-bfc73b517684\", \"b84f061f-419f-41a5-abcf-0a2126fed3ee\"], \"total_duration\": 783.0, \"total_sessions\": 3, \"mean_week_duration\": 6.07}}, {\"70618\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-24 11:04:57.000000+00:00\", \"2019-09-20 19:47:54.000000+00:00\", \"2019-08-05 05:32:17.000000+00:00\"], \"session_ids\": [\"ce91e174-c4a0-44f3-9e80-2990042c829f\", \"c7bf1f8a-5614-40a2-88f4-31877851b0ff\", \"6eb6de3e-1bb6-407e-9851-db69729a65fe\"], \"total_duration\": 1034.0, \"total_sessions\": 3, \"mean_week_duration\": 24.619}}, {\"36453\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2020-11-15 05:22:02.000000+00:00\", \"2020-12-02 23:33:34.000000+00:00\", \"2021-07-18 20:12:13.000000+00:00\", \"2022-06-02 11:56:47.000000+00:00\", \"2022-06-24 23:23:37.000000+00:00\"], \"session_ids\": [\"df9e161c-806f-4a1c-8316-d0e0d765a2b6\", \"fc1f988a-286a-4ce0-ad66-dd17ffe81976\", \"cd65191e-8f72-4b6b-a0bd-1878270d4348\", \"eee1475b-b381-4fda-801f-1af45cbcc95d\", \"e5504a21-9410-4f37-854c-f55533eca31c\"], \"total_duration\": 2897.0, \"total_sessions\": 5, \"mean_week_duration\": 34.488}}]\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[{\"24280\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-27 23:27:37.000000+00:00\", \"2019-03-21 19:01:27.000000+00:00\", \"2021-02-08 01:24:27.000000+00:00\", \"2023-05-11 17:33:12.000000+00:00\", \"2020-01-15 02:50:43.000000+00:00\"], \"session_ids\": [\"6ca1ccbc-c3c1-47bb-92e4-c5ec87c3e695\", \"2a4c7a6f-0c62-4ba8-9955-18dff03a7d82\", \"98dc0095-339b-4548-a4ac-e589979d131b\", \"006b4240-c83b-4533-922a-3bc1b3b96fba\", \"f4b242e6-7714-4473-8372-32455b065eba\"], \"total_duration\": 596.0, \"total_sessions\": 5, \"mean_week_duration\": 2.759}}, {\"27030\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-01-22 06:04:49.000000+00:00\", \"2020-02-08 19:59:50.000000+00:00\", \"2019-02-15 14:27:01.000000+00:00\"], \"session_ids\": [\"6b442970-7316-4818-b8d3-5e3ce93adc5c\", \"1be750c3-627e-4312-b378-321fe42766a6\", \"16f68944-368f-490d-8bf9-9081192c33b0\"], \"total_duration\": 719.0, \"total_sessions\": 3, \"mean_week_duration\": 13.073}}, {\"72755\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-21 22:50:21.000000+00:00\", \"2023-04-11 08:21:36.000000+00:00\", \"2022-01-22 18:42:29.000000+00:00\"], \"session_ids\": [\"aadb2d82-e6b1-4bd4-901f-d337622135ca\", \"9551ffdd-3704-4427-9340-bfc73b517684\", \"b84f061f-419f-41a5-abcf-0a2126fed3ee\"], \"total_duration\": 783.0, \"total_sessions\": 3, \"mean_week_duration\": 6.07}}, {\"70618\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-24 11:04:57.000000+00:00\", \"2019-09-20 19:47:54.000000+00:00\", \"2019-08-05 05:32:17.000000+00:00\"], \"session_ids\": [\"ce91e174-c4a0-44f3-9e80-2990042c829f\", \"c7bf1f8a-5614-40a2-88f4-31877851b0ff\", \"6eb6de3e-1bb6-407e-9851-db69729a65fe\"], \"total_duration\": 1034.0, \"total_sessions\": 3, \"mean_week_duration\": 24.619}}]\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[{\"24280\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-10-27 23:27:37.000000+00:00\", \"2019-03-21 19:01:27.000000+00:00\", \"2021-02-08 01:24:27.000000+00:00\", \"2023-05-11 17:33:12.000000+00:00\", \"2020-01-15 02:50:43.000000+00:00\"], \"session_ids\": [\"6ca1ccbc-c3c1-47bb-92e4-c5ec87c3e695\", \"2a4c7a6f-0c62-4ba8-9955-18dff03a7d82\", \"98dc0095-339b-4548-a4ac-e589979d131b\", \"006b4240-c83b-4533-922a-3bc1b3b96fba\", \"f4b242e6-7714-4473-8372-32455b065eba\"], \"total_duration\": 596.0, \"total_sessions\": 5, \"mean_week_duration\": 2.759}}, {\"27030\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 4, \"Change Skin Flow\": 1}, \"city_name\": \"Zurich\", \"datetimes\": [\"2019-01-22 06:04:49.000000+00:00\", \"2020-02-08 19:59:50.000000+00:00\", \"2019-02-15 14:27:01.000000+00:00\"], \"session_ids\": [\"6b442970-7316-4818-b8d3-5e3ce93adc5c\", \"1be750c3-627e-4312-b378-321fe42766a6\", \"16f68944-368f-490d-8bf9-9081192c33b0\"], \"total_duration\": 719.0, \"total_sessions\": 3, \"mean_week_duration\": 13.073}}, {\"72755\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-21 22:50:21.000000+00:00\", \"2023-04-11 08:21:36.000000+00:00\", \"2022-01-22 18:42:29.000000+00:00\"], \"session_ids\": [\"aadb2d82-e6b1-4bd4-901f-d337622135ca\", \"9551ffdd-3704-4427-9340-bfc73b517684\", \"b84f061f-419f-41a5-abcf-0a2126fed3ee\"], \"total_duration\": 783.0, \"total_sessions\": 3, \"mean_week_duration\": 6.07}}, {\"70618\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 7, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-05-24 11:04:57.000000+00:00\", \"2019-09-20 19:47:54.000000+00:00\", \"2019-08-05 05:32:17.000000+00:00\"], \"session_ids\": [\"ce91e174-c4a0-44f3-9e80-2990042c829f\", \"c7bf1f8a-5614-40a2-88f4-31877851b0ff\", \"6eb6de3e-1bb6-407e-9851-db69729a65fe\"], \"total_duration\": 1034.0, \"total_sessions\": 3, \"mean_week_duration\": 24.619}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding users who have time spent on the site smaller than 4049 and strictly bigger than 181 in addition implement sorting by total_duration form the lowest value to the highest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"81422\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2020-05-30 16:12:21.000000+00:00\", \"2021-02-02 10:15:03.000000+00:00\", \"2020-01-30 04:34:01.000000+00:00\", \"2021-04-22 23:42:57.000000+00:00\", \"2019-02-14 04:49:59.000000+00:00\", \"2021-10-11 19:15:27.000000+00:00\", \"2019-12-23 13:13:59.000000+00:00\", \"2019-03-13 17:01:24.000000+00:00\", \"2021-11-27 06:24:40.000000+00:00\"], \"session_ids\": [\"015d3644-d36e-4234-8a10-a1186b0b7f18\", \"a6d85b0c-e20c-4743-a97c-a48f7a5df8b1\", \"ad89c8e0-61f8-4e3e-acba-282d106eea5a\", \"4804b542-70a4-44b2-895c-7e919c5bda59\", \"aa6bc1df-6d14-4291-bf4b-67f4db1a403f\", \"508b4da6-e981-4409-abd5-7e99625b8c32\", \"ec927b7d-724d-4ce9-b682-0a73dd71403b\", \"2ccfec8a-cfb9-4a19-9ce5-cc64abe9d9df\", \"47860db5-8e0d-4129-960f-ec0e3e31c399\"], \"total_duration\": 171.0, \"total_sessions\": 9, \"mean_week_duration\": 1.171}, \"74810\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-23 13:52:27.000000+00:00\", \"2023-03-15 03:25:12.000000+00:00\"], \"session_ids\": [\"d8257d3a-c424-49c8-ad15-feaa6c17768b\", \"15c37d40-1fa7-4c5a-9833-578d14944391\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 1.713}, \"41801\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-12 09:31:12.000000+00:00\", \"2023-02-04 02:57:22.000000+00:00\", \"2022-09-06 13:05:30.000000+00:00\", \"2023-01-05 21:13:47.000000+00:00\", \"2019-07-31 07:47:48.000000+00:00\", \"2019-12-06 16:49:08.000000+00:00\"], \"session_ids\": [\"c8a6be0d-7cb4-46fd-bdae-6b7776774b2e\", \"a0a8437c-8f84-4be0-ba7c-6b44afd1e490\", \"039051b3-67fe-4efc-b056-bfcd81466e9a\", \"81875d0a-b0a9-406f-8561-ffcb26633b09\", \"c2f1ef47-d6f6-4dce-b598-60bea4700352\", \"76f22ddd-f720-4e4d-8052-4c80515f5612\"], \"total_duration\": 4783.0, \"total_sessions\": 6, \"mean_week_duration\": 25.307}, \"68086\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2019-05-25 02:55:02.000000+00:00\", \"2021-03-19 00:16:48.000000+00:00\"], \"session_ids\": [\"8c4c9079-a48d-412e-986d-f271a953c8a3\", \"f985990f-f8c7-43ad-ba93-b6dc2b6c0e38\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 1.116}, \"79635\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-05-26 06:39:10.000000+00:00\", \"2019-06-19 22:01:06.000000+00:00\"], \"session_ids\": [\"6fb4cffa-2706-4b21-a3aa-3444855925e7\", \"d9fbd1f3-f666-4c14-98ad-549381895cd1\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.347}, \"61425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-02-01 13:25:57.000000+00:00\", \"2019-09-12 05:13:45.000000+00:00\"], \"session_ids\": [\"8175a150-9d36-46a0-b908-0849efaf1f2c\", \"6642be6e-0414-4714-8192-c53e72925e35\"], \"total_duration\": 330.0, \"total_sessions\": 2, \"mean_week_duration\": 2.64}, \"79029\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-10-22 18:41:32.000000+00:00\", \"2019-02-26 12:47:32.000000+00:00\", \"2021-07-26 16:18:49.000000+00:00\"], \"session_ids\": [\"095971ab-3b05-4635-a947-5734da99ed73\", \"0d3b82cf-e12b-4f3d-a6e8-5b79571cd5d9\", \"a60b97e9-4044-4e55-b53b-d24a7fd17778\"], \"total_duration\": 656.0, \"total_sessions\": 3, \"mean_week_duration\": 5.206}, \"47753\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 8, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-05 12:58:35.000000+00:00\", \"2019-03-03 17:49:11.000000+00:00\", \"2022-07-17 18:09:39.000000+00:00\"], \"session_ids\": [\"2905bc90-f8c1-47ed-a4c8-ea75f5ba987b\", \"cdd0a40b-51be-48ba-a50c-e58adb792618\", \"2fbb0624-6560-4de2-a521-00e3e370018c\"], \"total_duration\": 90.0, \"total_sessions\": 3, \"mean_week_duration\": 0.511}, \"43441\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-04-30 10:52:02.000000+00:00\", \"2019-06-02 21:24:18.000000+00:00\", \"2019-06-28 20:44:20.000000+00:00\", \"2019-07-02 13:51:57.000000+00:00\"], \"session_ids\": [\"6ce680b8-fca9-4a72-ae63-d4edf2e7b30a\", \"6c7a40fa-9452-447b-bb26-0b0beff589ca\", \"85ece7cf-9727-4b14-87eb-63bb71f07914\", \"6305ce98-a4ad-4693-a989-2cafde70a6a6\"], \"total_duration\": 1065.0, \"total_sessions\": 4, \"mean_week_duration\": 10.65}, \"9751\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-06-22 02:53:58.000000+00:00\", \"2021-01-12 08:59:37.000000+00:00\", \"2022-01-07 19:21:05.000000+00:00\", \"2022-01-01 03:56:12.000000+00:00\", \"2020-06-07 18:33:19.000000+00:00\", \"2020-09-04 18:31:07.000000+00:00\", \"2019-05-28 07:43:48.000000+00:00\", \"2021-11-16 05:23:18.000000+00:00\", \"2021-12-06 21:28:51.000000+00:00\", \"2020-07-30 03:03:08.000000+00:00\"], \"session_ids\": [\"e098bcfe-6175-4d80-bd37-4903f639d0e0\", \"3fa60feb-6066-4463-9893-d363bb110dc2\", \"8a720cba-4420-41fe-a097-5a163027e6fd\", \"d06ce0c0-b7c8-4f7c-bc1b-ed6a78c1b6ff\", \"6365b613-461b-4a88-a6ca-50f993c315ca\", \"c33c9231-fa13-48fd-9b58-e3ca273f89ac\", \"5ea6f1f1-2358-4220-b9e4-aad8ef3ecc9c\", \"6bdbf467-3009-4f37-8c27-9e4de17fc703\", \"7e81abeb-4eb9-491e-a7b3-af4da814e3c7\", \"914a4e85-f755-453d-9448-b4e795485afa\"], \"total_duration\": 5114.0, \"total_sessions\": 10, \"mean_week_duration\": 37.328}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are greater than 181 and are equal or less than 4049"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[181, 4049]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74810\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-23 13:52:27.000000+00:00\", \"2023-03-15 03:25:12.000000+00:00\"], \"session_ids\": [\"d8257d3a-c424-49c8-ad15-feaa6c17768b\", \"15c37d40-1fa7-4c5a-9833-578d14944391\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 1.713}, \"61425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-02-01 13:25:57.000000+00:00\", \"2019-09-12 05:13:45.000000+00:00\"], \"session_ids\": [\"8175a150-9d36-46a0-b908-0849efaf1f2c\", \"6642be6e-0414-4714-8192-c53e72925e35\"], \"total_duration\": 330.0, \"total_sessions\": 2, \"mean_week_duration\": 2.64}, \"79029\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-10-22 18:41:32.000000+00:00\", \"2019-02-26 12:47:32.000000+00:00\", \"2021-07-26 16:18:49.000000+00:00\"], \"session_ids\": [\"095971ab-3b05-4635-a947-5734da99ed73\", \"0d3b82cf-e12b-4f3d-a6e8-5b79571cd5d9\", \"a60b97e9-4044-4e55-b53b-d24a7fd17778\"], \"total_duration\": 656.0, \"total_sessions\": 3, \"mean_week_duration\": 5.206}, \"43441\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-04-30 10:52:02.000000+00:00\", \"2019-06-02 21:24:18.000000+00:00\", \"2019-06-28 20:44:20.000000+00:00\", \"2019-07-02 13:51:57.000000+00:00\"], \"session_ids\": [\"6ce680b8-fca9-4a72-ae63-d4edf2e7b30a\", \"6c7a40fa-9452-447b-bb26-0b0beff589ca\", \"85ece7cf-9727-4b14-87eb-63bb71f07914\", \"6305ce98-a4ad-4693-a989-2cafde70a6a6\"], \"total_duration\": 1065.0, \"total_sessions\": 4, \"mean_week_duration\": 10.65}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"61425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-02-01 13:25:57.000000+00:00\", \"2019-09-12 05:13:45.000000+00:00\"], \"session_ids\": [\"8175a150-9d36-46a0-b908-0849efaf1f2c\", \"6642be6e-0414-4714-8192-c53e72925e35\"], \"total_duration\": 330.0, \"total_sessions\": 2, \"mean_week_duration\": 2.64}}, {\"74810\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-23 13:52:27.000000+00:00\", \"2023-03-15 03:25:12.000000+00:00\"], \"session_ids\": [\"d8257d3a-c424-49c8-ad15-feaa6c17768b\", \"15c37d40-1fa7-4c5a-9833-578d14944391\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 1.713}}, {\"79029\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-10-22 18:41:32.000000+00:00\", \"2019-02-26 12:47:32.000000+00:00\", \"2021-07-26 16:18:49.000000+00:00\"], \"session_ids\": [\"095971ab-3b05-4635-a947-5734da99ed73\", \"0d3b82cf-e12b-4f3d-a6e8-5b79571cd5d9\", \"a60b97e9-4044-4e55-b53b-d24a7fd17778\"], \"total_duration\": 656.0, \"total_sessions\": 3, \"mean_week_duration\": 5.206}}, {\"43441\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-04-30 10:52:02.000000+00:00\", \"2019-06-02 21:24:18.000000+00:00\", \"2019-06-28 20:44:20.000000+00:00\", \"2019-07-02 13:51:57.000000+00:00\"], \"session_ids\": [\"6ce680b8-fca9-4a72-ae63-d4edf2e7b30a\", \"6c7a40fa-9452-447b-bb26-0b0beff589ca\", \"85ece7cf-9727-4b14-87eb-63bb71f07914\", \"6305ce98-a4ad-4693-a989-2cafde70a6a6\"], \"total_duration\": 1065.0, \"total_sessions\": 4, \"mean_week_duration\": 10.65}}]\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[{\"61425\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2022-02-01 13:25:57.000000+00:00\", \"2019-09-12 05:13:45.000000+00:00\"], \"session_ids\": [\"8175a150-9d36-46a0-b908-0849efaf1f2c\", \"6642be6e-0414-4714-8192-c53e72925e35\"], \"total_duration\": 330.0, \"total_sessions\": 2, \"mean_week_duration\": 2.64}}, {\"74810\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2019-01-23 13:52:27.000000+00:00\", \"2023-03-15 03:25:12.000000+00:00\"], \"session_ids\": [\"d8257d3a-c424-49c8-ad15-feaa6c17768b\", \"15c37d40-1fa7-4c5a-9833-578d14944391\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 1.713}}, {\"79029\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2019-10-22 18:41:32.000000+00:00\", \"2019-02-26 12:47:32.000000+00:00\", \"2021-07-26 16:18:49.000000+00:00\"], \"session_ids\": [\"095971ab-3b05-4635-a947-5734da99ed73\", \"0d3b82cf-e12b-4f3d-a6e8-5b79571cd5d9\", \"a60b97e9-4044-4e55-b53b-d24a7fd17778\"], \"total_duration\": 656.0, \"total_sessions\": 3, \"mean_week_duration\": 5.206}}, {\"43441\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-04-30 10:52:02.000000+00:00\", \"2019-06-02 21:24:18.000000+00:00\", \"2019-06-28 20:44:20.000000+00:00\", \"2019-07-02 13:51:57.000000+00:00\"], \"session_ids\": [\"6ce680b8-fca9-4a72-ae63-d4edf2e7b30a\", \"6c7a40fa-9452-447b-bb26-0b0beff589ca\", \"85ece7cf-9727-4b14-87eb-63bb71f07914\", \"6305ce98-a4ad-4693-a989-2cafde70a6a6\"], \"total_duration\": 1065.0, \"total_sessions\": 4, \"mean_week_duration\": 10.65}}]\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 7 users who don't belong to cities Kingston, Jakarta, Amsterdam, Lisbon, Paris, Santiago, Belize City also perform sorting by time spent on the site per week in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"11336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-06-25 07:59:40.000000+00:00\", \"2020-03-22 19:36:20.000000+00:00\"], \"session_ids\": [\"15c6715a-4899-482d-ba92-78ab540ab5c3\", \"64ce3381-575a-4376-b6af-164e3a7970e1\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 2.415}, \"54022\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-22 09:34:16.000000+00:00\", \"2020-11-02 06:39:11.000000+00:00\", \"2020-07-06 02:51:07.000000+00:00\"], \"session_ids\": [\"c9bb13f3-8299-44b6-98e6-4fc7ad7ffbdf\", \"3ea64d5f-d005-4aaa-a2d1-946ef26ee6e2\", \"663e1756-a126-4dc9-9cc0-a398a9dd2419\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 3.73}, \"1091\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-26 16:28:19.000000+00:00\", \"2022-07-13 08:43:43.000000+00:00\", \"2019-10-21 09:11:03.000000+00:00\", \"2022-06-15 10:18:38.000000+00:00\"], \"session_ids\": [\"e92ab54f-cbb2-4f37-8da6-06f615e44cb1\", \"fdcf6561-76b8-4a48-9ebb-df1315528fb0\", \"dd6a7c2e-de00-47b1-9f3d-664515c448c9\", \"934ab051-3b9c-4cce-91e4-1e3d8f0564c1\"], \"total_duration\": 2193.0, \"total_sessions\": 4, \"mean_week_duration\": 14.523}, \"16460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-01 12:28:20.000000+00:00\", \"2022-02-15 21:50:05.000000+00:00\"], \"session_ids\": [\"b0712bf0-6817-4417-9bc6-355ae2de4526\", \"facf0cc7-bc90-4685-988e-20410c7d47fb\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 17.182}, \"46747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-20 20:23:27.000000+00:00\", \"2022-09-13 04:45:04.000000+00:00\"], \"session_ids\": [\"df4533de-a808-458a-b982-29ef952c7f36\", \"7e8eb7d4-d126-4790-b60d-a71c46b393c9\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.828}, \"41461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-03-12 08:29:37.000000+00:00\", \"2022-05-23 20:00:29.000000+00:00\", \"2022-06-26 22:26:41.000000+00:00\"], \"session_ids\": [\"a0cbcd3c-c8ff-4a9d-8af4-f1a950b82c31\", \"77ce56aa-ae73-4905-9563-433e453e8e8d\", \"edc10aa2-4bcd-4af7-9298-b535f70eb7bc\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.738}, \"60230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-30 16:57:05.000000+00:00\", \"2019-01-19 13:57:35.000000+00:00\"], \"session_ids\": [\"62d29c14-cbdb-4d6a-a697-9abf00a845cb\", \"2de093eb-31d0-4f98-abd4-5a07d9e082e2\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.439}, \"6391\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-04 09:31:43.000000+00:00\", \"2020-01-11 14:15:14.000000+00:00\"], \"session_ids\": [\"c022d587-63de-4002-b886-51ff60b4b9af\", \"e583bf67-1820-4843-9f26-5cc1d9668ec1\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 5.676}, \"81067\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-11-03 06:02:00.000000+00:00\", \"2019-05-13 02:55:55.000000+00:00\"], \"session_ids\": [\"d57ba9ee-38cd-4302-8221-f1618582f25b\", \"335278bc-708a-4d65-ab36-d47084817b15\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.031}, \"20185\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-26 19:08:08.000000+00:00\", \"2020-11-29 19:52:21.000000+00:00\"], \"session_ids\": [\"ef220cb3-5ca9-447e-8ad2-6f0e7b61f429\", \"e3590cc4-9c91-4711-8f63-234e2727c055\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.352}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name are not Kingston, Jakarta, Amsterdam, Larebon, Parare, Santiago, Belize City"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Kingston\", \"Jakarta\", \"Amsterdam\", \"Lisbon\", \"Paris\", \"Santiago\", \"Belize City\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"11336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-06-25 07:59:40.000000+00:00\", \"2020-03-22 19:36:20.000000+00:00\"], \"session_ids\": [\"15c6715a-4899-482d-ba92-78ab540ab5c3\", \"64ce3381-575a-4376-b6af-164e3a7970e1\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 2.415}, \"54022\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-22 09:34:16.000000+00:00\", \"2020-11-02 06:39:11.000000+00:00\", \"2020-07-06 02:51:07.000000+00:00\"], \"session_ids\": [\"c9bb13f3-8299-44b6-98e6-4fc7ad7ffbdf\", \"3ea64d5f-d005-4aaa-a2d1-946ef26ee6e2\", \"663e1756-a126-4dc9-9cc0-a398a9dd2419\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 3.73}, \"1091\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-26 16:28:19.000000+00:00\", \"2022-07-13 08:43:43.000000+00:00\", \"2019-10-21 09:11:03.000000+00:00\", \"2022-06-15 10:18:38.000000+00:00\"], \"session_ids\": [\"e92ab54f-cbb2-4f37-8da6-06f615e44cb1\", \"fdcf6561-76b8-4a48-9ebb-df1315528fb0\", \"dd6a7c2e-de00-47b1-9f3d-664515c448c9\", \"934ab051-3b9c-4cce-91e4-1e3d8f0564c1\"], \"total_duration\": 2193.0, \"total_sessions\": 4, \"mean_week_duration\": 14.523}, \"16460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-01 12:28:20.000000+00:00\", \"2022-02-15 21:50:05.000000+00:00\"], \"session_ids\": [\"b0712bf0-6817-4417-9bc6-355ae2de4526\", \"facf0cc7-bc90-4685-988e-20410c7d47fb\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 17.182}, \"46747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-20 20:23:27.000000+00:00\", \"2022-09-13 04:45:04.000000+00:00\"], \"session_ids\": [\"df4533de-a808-458a-b982-29ef952c7f36\", \"7e8eb7d4-d126-4790-b60d-a71c46b393c9\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.828}, \"41461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-03-12 08:29:37.000000+00:00\", \"2022-05-23 20:00:29.000000+00:00\", \"2022-06-26 22:26:41.000000+00:00\"], \"session_ids\": [\"a0cbcd3c-c8ff-4a9d-8af4-f1a950b82c31\", \"77ce56aa-ae73-4905-9563-433e453e8e8d\", \"edc10aa2-4bcd-4af7-9298-b535f70eb7bc\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.738}, \"60230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-30 16:57:05.000000+00:00\", \"2019-01-19 13:57:35.000000+00:00\"], \"session_ids\": [\"62d29c14-cbdb-4d6a-a697-9abf00a845cb\", \"2de093eb-31d0-4f98-abd4-5a07d9e082e2\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.439}, \"6391\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-04 09:31:43.000000+00:00\", \"2020-01-11 14:15:14.000000+00:00\"], \"session_ids\": [\"c022d587-63de-4002-b886-51ff60b4b9af\", \"e583bf67-1820-4843-9f26-5cc1d9668ec1\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 5.676}, \"81067\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-11-03 06:02:00.000000+00:00\", \"2019-05-13 02:55:55.000000+00:00\"], \"session_ids\": [\"d57ba9ee-38cd-4302-8221-f1618582f25b\", \"335278bc-708a-4d65-ab36-d47084817b15\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.031}, \"20185\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-26 19:08:08.000000+00:00\", \"2020-11-29 19:52:21.000000+00:00\"], \"session_ids\": [\"ef220cb3-5ca9-447e-8ad2-6f0e7b61f429\", \"e3590cc4-9c91-4711-8f63-234e2727c055\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.352}}\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[{\"20185\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-26 19:08:08.000000+00:00\", \"2020-11-29 19:52:21.000000+00:00\"], \"session_ids\": [\"ef220cb3-5ca9-447e-8ad2-6f0e7b61f429\", \"e3590cc4-9c91-4711-8f63-234e2727c055\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.352}}, {\"60230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-30 16:57:05.000000+00:00\", \"2019-01-19 13:57:35.000000+00:00\"], \"session_ids\": [\"62d29c14-cbdb-4d6a-a697-9abf00a845cb\", \"2de093eb-31d0-4f98-abd4-5a07d9e082e2\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.439}}, {\"41461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-03-12 08:29:37.000000+00:00\", \"2022-05-23 20:00:29.000000+00:00\", \"2022-06-26 22:26:41.000000+00:00\"], \"session_ids\": [\"a0cbcd3c-c8ff-4a9d-8af4-f1a950b82c31\", \"77ce56aa-ae73-4905-9563-433e453e8e8d\", \"edc10aa2-4bcd-4af7-9298-b535f70eb7bc\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.738}}, {\"81067\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-11-03 06:02:00.000000+00:00\", \"2019-05-13 02:55:55.000000+00:00\"], \"session_ids\": [\"d57ba9ee-38cd-4302-8221-f1618582f25b\", \"335278bc-708a-4d65-ab36-d47084817b15\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.031}}, {\"46747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-20 20:23:27.000000+00:00\", \"2022-09-13 04:45:04.000000+00:00\"], \"session_ids\": [\"df4533de-a808-458a-b982-29ef952c7f36\", \"7e8eb7d4-d126-4790-b60d-a71c46b393c9\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.828}}, {\"11336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-06-25 07:59:40.000000+00:00\", \"2020-03-22 19:36:20.000000+00:00\"], \"session_ids\": [\"15c6715a-4899-482d-ba92-78ab540ab5c3\", \"64ce3381-575a-4376-b6af-164e3a7970e1\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 2.415}}, {\"54022\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-22 09:34:16.000000+00:00\", \"2020-11-02 06:39:11.000000+00:00\", \"2020-07-06 02:51:07.000000+00:00\"], \"session_ids\": [\"c9bb13f3-8299-44b6-98e6-4fc7ad7ffbdf\", \"3ea64d5f-d005-4aaa-a2d1-946ef26ee6e2\", \"663e1756-a126-4dc9-9cc0-a398a9dd2419\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 3.73}}, {\"6391\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-09-04 09:31:43.000000+00:00\", \"2020-01-11 14:15:14.000000+00:00\"], \"session_ids\": [\"c022d587-63de-4002-b886-51ff60b4b9af\", \"e583bf67-1820-4843-9f26-5cc1d9668ec1\"], \"total_duration\": 193.0, \"total_sessions\": 2, \"mean_week_duration\": 5.676}}, {\"1091\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-08-26 16:28:19.000000+00:00\", \"2022-07-13 08:43:43.000000+00:00\", \"2019-10-21 09:11:03.000000+00:00\", \"2022-06-15 10:18:38.000000+00:00\"], \"session_ids\": [\"e92ab54f-cbb2-4f37-8da6-06f615e44cb1\", \"fdcf6561-76b8-4a48-9ebb-df1315528fb0\", \"dd6a7c2e-de00-47b1-9f3d-664515c448c9\", \"934ab051-3b9c-4cce-91e4-1e3d8f0564c1\"], \"total_duration\": 2193.0, \"total_sessions\": 4, \"mean_week_duration\": 14.523}}, {\"16460\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-12-01 12:28:20.000000+00:00\", \"2022-02-15 21:50:05.000000+00:00\"], \"session_ids\": [\"b0712bf0-6817-4417-9bc6-355ae2de4526\", \"facf0cc7-bc90-4685-988e-20410c7d47fb\"], \"total_duration\": 189.0, \"total_sessions\": 2, \"mean_week_duration\": 17.182}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 7 entries and exclude 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[{\"20185\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-26 19:08:08.000000+00:00\", \"2020-11-29 19:52:21.000000+00:00\"], \"session_ids\": [\"ef220cb3-5ca9-447e-8ad2-6f0e7b61f429\", \"e3590cc4-9c91-4711-8f63-234e2727c055\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.352}}, {\"60230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-30 16:57:05.000000+00:00\", \"2019-01-19 13:57:35.000000+00:00\"], \"session_ids\": [\"62d29c14-cbdb-4d6a-a697-9abf00a845cb\", \"2de093eb-31d0-4f98-abd4-5a07d9e082e2\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.439}}, {\"41461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-03-12 08:29:37.000000+00:00\", \"2022-05-23 20:00:29.000000+00:00\", \"2022-06-26 22:26:41.000000+00:00\"], \"session_ids\": [\"a0cbcd3c-c8ff-4a9d-8af4-f1a950b82c31\", \"77ce56aa-ae73-4905-9563-433e453e8e8d\", \"edc10aa2-4bcd-4af7-9298-b535f70eb7bc\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.738}}, {\"81067\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-11-03 06:02:00.000000+00:00\", \"2019-05-13 02:55:55.000000+00:00\"], \"session_ids\": [\"d57ba9ee-38cd-4302-8221-f1618582f25b\", \"335278bc-708a-4d65-ab36-d47084817b15\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.031}}, {\"46747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-20 20:23:27.000000+00:00\", \"2022-09-13 04:45:04.000000+00:00\"], \"session_ids\": [\"df4533de-a808-458a-b982-29ef952c7f36\", \"7e8eb7d4-d126-4790-b60d-a71c46b393c9\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.828}}, {\"11336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-06-25 07:59:40.000000+00:00\", \"2020-03-22 19:36:20.000000+00:00\"], \"session_ids\": [\"15c6715a-4899-482d-ba92-78ab540ab5c3\", \"64ce3381-575a-4376-b6af-164e3a7970e1\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 2.415}}, {\"54022\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-22 09:34:16.000000+00:00\", \"2020-11-02 06:39:11.000000+00:00\", \"2020-07-06 02:51:07.000000+00:00\"], \"session_ids\": [\"c9bb13f3-8299-44b6-98e6-4fc7ad7ffbdf\", \"3ea64d5f-d005-4aaa-a2d1-946ef26ee6e2\", \"663e1756-a126-4dc9-9cc0-a398a9dd2419\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 3.73}}]\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[{\"20185\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-03-26 19:08:08.000000+00:00\", \"2020-11-29 19:52:21.000000+00:00\"], \"session_ids\": [\"ef220cb3-5ca9-447e-8ad2-6f0e7b61f429\", \"e3590cc4-9c91-4711-8f63-234e2727c055\"], \"total_duration\": 31.0, \"total_sessions\": 2, \"mean_week_duration\": 0.352}}, {\"60230\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-30 16:57:05.000000+00:00\", \"2019-01-19 13:57:35.000000+00:00\"], \"session_ids\": [\"62d29c14-cbdb-4d6a-a697-9abf00a845cb\", \"2de093eb-31d0-4f98-abd4-5a07d9e082e2\"], \"total_duration\": 75.0, \"total_sessions\": 2, \"mean_week_duration\": 0.439}}, {\"41461\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2023-03-12 08:29:37.000000+00:00\", \"2022-05-23 20:00:29.000000+00:00\", \"2022-06-26 22:26:41.000000+00:00\"], \"session_ids\": [\"a0cbcd3c-c8ff-4a9d-8af4-f1a950b82c31\", \"77ce56aa-ae73-4905-9563-433e453e8e8d\", \"edc10aa2-4bcd-4af7-9298-b535f70eb7bc\"], \"total_duration\": 31.0, \"total_sessions\": 3, \"mean_week_duration\": 0.738}}, {\"81067\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2021-11-03 06:02:00.000000+00:00\", \"2019-05-13 02:55:55.000000+00:00\"], \"session_ids\": [\"d57ba9ee-38cd-4302-8221-f1618582f25b\", \"335278bc-708a-4d65-ab36-d47084817b15\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.031}}, {\"46747\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-02-20 20:23:27.000000+00:00\", \"2022-09-13 04:45:04.000000+00:00\"], \"session_ids\": [\"df4533de-a808-458a-b982-29ef952c7f36\", \"7e8eb7d4-d126-4790-b60d-a71c46b393c9\"], \"total_duration\": 245.0, \"total_sessions\": 2, \"mean_week_duration\": 1.828}}, {\"11336\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Oslo\", \"datetimes\": [\"2022-06-25 07:59:40.000000+00:00\", \"2020-03-22 19:36:20.000000+00:00\"], \"session_ids\": [\"15c6715a-4899-482d-ba92-78ab540ab5c3\", \"64ce3381-575a-4376-b6af-164e3a7970e1\"], \"total_duration\": 285.0, \"total_sessions\": 2, \"mean_week_duration\": 2.415}}, {\"54022\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-02-22 09:34:16.000000+00:00\", \"2020-11-02 06:39:11.000000+00:00\", \"2020-07-06 02:51:07.000000+00:00\"], \"session_ids\": [\"c9bb13f3-8299-44b6-98e6-4fc7ad7ffbdf\", \"3ea64d5f-d005-4aaa-a2d1-946ef26ee6e2\", \"663e1756-a126-4dc9-9cc0-a398a9dd2419\"], \"total_duration\": 138.0, \"total_sessions\": 3, \"mean_week_duration\": 3.73}}]\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 7 users whose count of sessions is less than 4 (not including) and strictly greater than 10 , moreover apply sorting by total sessions in desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75539\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-09-15 02:42:03.000000+00:00\", \"2020-12-18 03:08:21.000000+00:00\"], \"session_ids\": [\"efeef21b-0455-440f-82cf-597c39becd3f\", \"097aae21-1458-446b-bf77-b67ed3b4ec95\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 2.967}, \"65634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-18 20:14:46.000000+00:00\", \"2021-11-28 14:17:52.000000+00:00\"], \"session_ids\": [\"cddfa2c8-b112-4a57-ac8e-55b8077dd6c2\", \"85650c11-8bad-4702-a169-d26cbc613fd0\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 7.821}, \"1821\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-15 00:46:16.000000+00:00\", \"2021-12-14 16:38:57.000000+00:00\"], \"session_ids\": [\"e8bcd11e-2e1a-42b2-b2a7-71167717ccba\", \"4fb103c4-eef1-4c65-a89e-e06b5dc4b16d\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.609}, \"47871\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2019-03-15 11:28:56.000000+00:00\", \"2022-12-23 10:11:12.000000+00:00\", \"2020-05-03 10:44:07.000000+00:00\", \"2019-09-12 12:22:15.000000+00:00\", \"2021-04-09 23:07:23.000000+00:00\"], \"session_ids\": [\"1f3270b9-4f3b-48be-a63e-5888183521ae\", \"dc3d8a30-826c-4403-8ebd-f7ad2f154c36\", \"e71ed152-a0cc-46fd-a427-6a568425987d\", \"890188f6-62af-41e6-a265-580c5af6886a\", \"2b8d5909-5965-4b9b-a6dc-1be3a42cba82\"], \"total_duration\": 135.0, \"total_sessions\": 5, \"mean_week_duration\": 0.685}, \"1607\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 5, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-02-06 14:21:58.000000+00:00\", \"2021-05-09 13:21:15.000000+00:00\", \"2021-01-19 13:02:50.000000+00:00\", \"2019-02-26 04:58:40.000000+00:00\", \"2022-03-23 22:17:10.000000+00:00\"], \"session_ids\": [\"30c22f0a-cd43-433c-9362-4bcb812c4304\", \"f55f1f12-5570-4084-a921-3c2e387e5b9e\", \"896a4fbc-00da-4283-9859-f72b1acbe694\", \"971d4505-9d63-4566-ad5b-ec2bcf093080\", \"68caabca-d8ef-418b-a0ec-549396b64501\"], \"total_duration\": 705.0, \"total_sessions\": 5, \"mean_week_duration\": 4.325}, \"51026\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Havana\", \"datetimes\": [\"2023-02-11 06:44:49.000000+00:00\", \"2021-03-29 11:57:06.000000+00:00\", \"2022-09-24 11:52:18.000000+00:00\", \"2020-09-12 01:13:59.000000+00:00\"], \"session_ids\": [\"3afcce0f-41a0-4520-a74c-c0b943dc46e2\", \"1ee1ec5b-0afe-4c73-acda-a2fbbf2e2e1d\", \"de9fc16a-afcd-43bf-9673-c36a846f012c\", \"e63526cf-b1b6-49aa-8bc1-a47016f38bba\"], \"total_duration\": 143.0, \"total_sessions\": 4, \"mean_week_duration\": 1.135}, \"36776\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-09-14 16:42:01.000000+00:00\", \"2020-10-12 15:15:13.000000+00:00\", \"2023-01-17 04:50:49.000000+00:00\", \"2022-07-28 14:15:43.000000+00:00\"], \"session_ids\": [\"95611d4d-00f7-40ac-92bf-a4c56d2f8463\", \"039196b6-9d7b-4f08-8d67-c9693d29314e\", \"d99dedf6-4818-47bb-b97b-9487ad4918a6\", \"6c4f37a1-842e-40c3-bfc7-c09afa08b07b\"], \"total_duration\": 152.0, \"total_sessions\": 4, \"mean_week_duration\": 1.246}, \"86542\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2023-05-31 02:25:08.000000+00:00\", \"2019-08-23 10:02:13.000000+00:00\", \"2022-11-22 19:55:33.000000+00:00\", \"2022-08-07 11:10:25.000000+00:00\", \"2020-05-15 04:31:15.000000+00:00\", \"2019-03-24 02:04:33.000000+00:00\", \"2022-08-28 14:14:12.000000+00:00\"], \"session_ids\": [\"88536028-d6e7-4f99-b10f-ddd82b3a423d\", \"34f351a0-aa2c-4a59-94f0-298a77c5c551\", \"f313e4ad-bbe5-451f-abb4-3811c163a5c5\", \"cfa85873-e4f9-4c10-80e9-860cccb7de73\", \"b2fce891-7545-43e1-a2c1-66efbee5f758\", \"d3ad203e-8d18-414f-9d0a-09ec2a8591ca\", \"236c1f80-7b47-4e33-a385-ad69686ff967\"], \"total_duration\": 11328.0, \"total_sessions\": 7, \"mean_week_duration\": 51.726}, \"69021\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-12-12 17:39:33.000000+00:00\", \"2020-10-17 06:21:41.000000+00:00\"], \"session_ids\": [\"c64951e2-b58c-4d1d-bea6-2f1c76bdce88\", \"9e40107e-d294-46d7-8f4e-fc9c4fca850e\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 8.222}, \"15362\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-11 06:14:43.000000+00:00\", \"2022-05-03 18:15:20.000000+00:00\"], \"session_ids\": [\"ca5ea363-0bed-463a-8c51-2f487260b4e7\", \"2fcc905b-ec52-40dc-8070-96bfcdc061b2\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 2.184}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are less than 4 and are greater than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">\"]]}, \"all_values\": {\"total_sessions\": [[4, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"75539\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-09-15 02:42:03.000000+00:00\", \"2020-12-18 03:08:21.000000+00:00\"], \"session_ids\": [\"efeef21b-0455-440f-82cf-597c39becd3f\", \"097aae21-1458-446b-bf77-b67ed3b4ec95\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 2.967}, \"65634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-18 20:14:46.000000+00:00\", \"2021-11-28 14:17:52.000000+00:00\"], \"session_ids\": [\"cddfa2c8-b112-4a57-ac8e-55b8077dd6c2\", \"85650c11-8bad-4702-a169-d26cbc613fd0\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 7.821}, \"1821\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-15 00:46:16.000000+00:00\", \"2021-12-14 16:38:57.000000+00:00\"], \"session_ids\": [\"e8bcd11e-2e1a-42b2-b2a7-71167717ccba\", \"4fb103c4-eef1-4c65-a89e-e06b5dc4b16d\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.609}, \"69021\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-12-12 17:39:33.000000+00:00\", \"2020-10-17 06:21:41.000000+00:00\"], \"session_ids\": [\"c64951e2-b58c-4d1d-bea6-2f1c76bdce88\", \"9e40107e-d294-46d7-8f4e-fc9c4fca850e\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 8.222}, \"15362\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-11 06:14:43.000000+00:00\", \"2022-05-03 18:15:20.000000+00:00\"], \"session_ids\": [\"ca5ea363-0bed-463a-8c51-2f487260b4e7\", \"2fcc905b-ec52-40dc-8070-96bfcdc061b2\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 2.184}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_sessions"
},
{
"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[{\"75539\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-09-15 02:42:03.000000+00:00\", \"2020-12-18 03:08:21.000000+00:00\"], \"session_ids\": [\"efeef21b-0455-440f-82cf-597c39becd3f\", \"097aae21-1458-446b-bf77-b67ed3b4ec95\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 2.967}}, {\"65634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-18 20:14:46.000000+00:00\", \"2021-11-28 14:17:52.000000+00:00\"], \"session_ids\": [\"cddfa2c8-b112-4a57-ac8e-55b8077dd6c2\", \"85650c11-8bad-4702-a169-d26cbc613fd0\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 7.821}}, {\"1821\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-15 00:46:16.000000+00:00\", \"2021-12-14 16:38:57.000000+00:00\"], \"session_ids\": [\"e8bcd11e-2e1a-42b2-b2a7-71167717ccba\", \"4fb103c4-eef1-4c65-a89e-e06b5dc4b16d\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.609}}, {\"69021\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-12-12 17:39:33.000000+00:00\", \"2020-10-17 06:21:41.000000+00:00\"], \"session_ids\": [\"c64951e2-b58c-4d1d-bea6-2f1c76bdce88\", \"9e40107e-d294-46d7-8f4e-fc9c4fca850e\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 8.222}}, {\"15362\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-11 06:14:43.000000+00:00\", \"2022-05-03 18:15:20.000000+00:00\"], \"session_ids\": [\"ca5ea363-0bed-463a-8c51-2f487260b4e7\", \"2fcc905b-ec52-40dc-8070-96bfcdc061b2\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 2.184}}]\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[{\"75539\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-09-15 02:42:03.000000+00:00\", \"2020-12-18 03:08:21.000000+00:00\"], \"session_ids\": [\"efeef21b-0455-440f-82cf-597c39becd3f\", \"097aae21-1458-446b-bf77-b67ed3b4ec95\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 2.967}}, {\"65634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-18 20:14:46.000000+00:00\", \"2021-11-28 14:17:52.000000+00:00\"], \"session_ids\": [\"cddfa2c8-b112-4a57-ac8e-55b8077dd6c2\", \"85650c11-8bad-4702-a169-d26cbc613fd0\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 7.821}}, {\"1821\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-15 00:46:16.000000+00:00\", \"2021-12-14 16:38:57.000000+00:00\"], \"session_ids\": [\"e8bcd11e-2e1a-42b2-b2a7-71167717ccba\", \"4fb103c4-eef1-4c65-a89e-e06b5dc4b16d\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.609}}, {\"69021\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-12-12 17:39:33.000000+00:00\", \"2020-10-17 06:21:41.000000+00:00\"], \"session_ids\": [\"c64951e2-b58c-4d1d-bea6-2f1c76bdce88\", \"9e40107e-d294-46d7-8f4e-fc9c4fca850e\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 8.222}}, {\"15362\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-11 06:14:43.000000+00:00\", \"2022-05-03 18:15:20.000000+00:00\"], \"session_ids\": [\"ca5ea363-0bed-463a-8c51-2f487260b4e7\", \"2fcc905b-ec52-40dc-8070-96bfcdc061b2\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 2.184}}]\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[{\"75539\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Bangkok\", \"datetimes\": [\"2022-09-15 02:42:03.000000+00:00\", \"2020-12-18 03:08:21.000000+00:00\"], \"session_ids\": [\"efeef21b-0455-440f-82cf-597c39becd3f\", \"097aae21-1458-446b-bf77-b67ed3b4ec95\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 2.967}}, {\"65634\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-05-18 20:14:46.000000+00:00\", \"2021-11-28 14:17:52.000000+00:00\"], \"session_ids\": [\"cddfa2c8-b112-4a57-ac8e-55b8077dd6c2\", \"85650c11-8bad-4702-a169-d26cbc613fd0\"], \"total_duration\": 219.0, \"total_sessions\": 2, \"mean_week_duration\": 7.821}}, {\"1821\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-04-15 00:46:16.000000+00:00\", \"2021-12-14 16:38:57.000000+00:00\"], \"session_ids\": [\"e8bcd11e-2e1a-42b2-b2a7-71167717ccba\", \"4fb103c4-eef1-4c65-a89e-e06b5dc4b16d\"], \"total_duration\": 53.0, \"total_sessions\": 2, \"mean_week_duration\": 0.609}}, {\"69021\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-12-12 17:39:33.000000+00:00\", \"2020-10-17 06:21:41.000000+00:00\"], \"session_ids\": [\"c64951e2-b58c-4d1d-bea6-2f1c76bdce88\", \"9e40107e-d294-46d7-8f4e-fc9c4fca850e\"], \"total_duration\": 370.0, \"total_sessions\": 2, \"mean_week_duration\": 8.222}}, {\"15362\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-08-11 06:14:43.000000+00:00\", \"2022-05-03 18:15:20.000000+00:00\"], \"session_ids\": [\"ca5ea363-0bed-463a-8c51-2f487260b4e7\", \"2fcc905b-ec52-40dc-8070-96bfcdc061b2\"], \"total_duration\": 83.0, \"total_sessions\": 2, \"mean_week_duration\": 2.184}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 8 users who belong to city Amsterdam plus execute sorting by median of duration of sessions per week risingly as well as get rid of all records, except 2."
}
] |
[
{
"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{\"92332\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-07-28 05:40:33.000000+00:00\", \"2022-09-02 11:25:24.000000+00:00\"], \"session_ids\": [\"e7e3e9d5-cc23-46ff-aaf1-67b329940c0e\", \"4bcabf39-c8a3-402d-aaa7-7be71da521b0\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 4.0}, \"59384\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-25 08:13:05.000000+00:00\", \"2022-02-22 09:47:36.000000+00:00\", \"2019-06-11 06:28:16.000000+00:00\", \"2021-09-20 13:48:22.000000+00:00\", \"2022-12-11 23:39:17.000000+00:00\"], \"session_ids\": [\"68f4cb61-dd57-4649-9f88-037744886ae5\", \"600fff68-db66-4326-812f-001b97512434\", \"855ce99b-186e-417f-aeca-eba29989789e\", \"c113441e-8e66-45d7-88f6-d285d152f618\", \"9e6de25b-eeaa-47e0-b87d-a48aa311eed2\"], \"total_duration\": 1380.0, \"total_sessions\": 5, \"mean_week_duration\": 7.541}, \"15264\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-25 06:38:00.000000+00:00\", \"2020-01-16 02:38:51.000000+00:00\"], \"session_ids\": [\"a4d70913-1f5d-42ff-8d47-d743c09e00c2\", \"0e07005d-d372-4914-8541-d81e01baee24\"], \"total_duration\": 396.0, \"total_sessions\": 2, \"mean_week_duration\": 18.857}, \"79565\": {\"keyflows\": {\"Sign In Flow\": 6}, \"city_name\": \"Beijing\", \"datetimes\": [\"2019-04-26 19:11:17.000000+00:00\", \"2022-03-25 01:56:55.000000+00:00\", \"2020-08-21 22:46:12.000000+00:00\"], \"session_ids\": [\"f5dfd11c-b618-4ea9-b57f-2ecbeaae43bd\", \"82be378b-23f4-4280-b3bc-c85ed8ec523a\", \"d0cdfb8e-d30d-4215-9ec7-e6c155fe3fd3\"], \"total_duration\": 777.0, \"total_sessions\": 3, \"mean_week_duration\": 5.112}, \"79473\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Seoul\", \"datetimes\": [\"2021-08-18 08:58:20.000000+00:00\", \"2022-05-10 02:41:23.000000+00:00\", \"2021-07-05 22:14:54.000000+00:00\", \"2021-02-05 08:42:52.000000+00:00\", \"2021-05-02 02:23:15.000000+00:00\", \"2021-03-21 11:51:04.000000+00:00\", \"2021-03-29 07:40:25.000000+00:00\", \"2019-06-05 03:57:56.000000+00:00\", \"2022-01-22 18:43:04.000000+00:00\"], \"session_ids\": [\"2106754e-acc4-403d-a304-ca77d36129fe\", \"9de7c1f2-180d-4ec6-9007-75a4185460a6\", \"29e9d860-3e08-4a74-ba25-822e4ff740ed\", \"e032e967-5581-4377-9ab7-559816dc971b\", \"95306f58-facc-4099-9b08-c5304ee8a6bd\", \"7420ab20-1cff-482a-a77d-f91ba4b8082a\", \"dc652d8d-4fc1-499f-b8b7-dcf9d5152c8f\", \"e2da5e5d-4fbf-49fd-a7c9-3ca439adc0a9\", \"2e318f61-64c9-4a04-a097-fada0d71f30e\"], \"total_duration\": 3677.0, \"total_sessions\": 9, \"mean_week_duration\": 24.033}, \"24311\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-11-26 04:56:25.000000+00:00\", \"2023-04-19 12:43:31.000000+00:00\"], \"session_ids\": [\"a41eb0bd-21bf-4b12-be3d-7015c2092030\", \"dfc907a7-d37b-40b5-ad17-8bee7d77953f\"], \"total_duration\": 184.0, \"total_sessions\": 2, \"mean_week_duration\": 8.762}, \"55300\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-12-02 21:34:11.000000+00:00\", \"2022-08-20 20:17:47.000000+00:00\", \"2021-01-02 14:29:25.000000+00:00\", \"2020-05-19 08:46:20.000000+00:00\", \"2023-05-17 10:41:29.000000+00:00\"], \"session_ids\": [\"93231f4f-dfeb-4edb-8a36-2786ea77a716\", \"202b1e6f-7d45-4e1b-a373-cf14a1477214\", \"f07e2522-dd34-4fd1-a690-2b63ecb3d959\", \"42c05e18-04a9-4e2b-9f0b-d326d2f561c0\", \"0a21f4c3-075d-49a5-8999-3e10762a398f\"], \"total_duration\": 160.0, \"total_sessions\": 5, \"mean_week_duration\": 1.019}, \"6000\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-05-10 21:21:47.000000+00:00\", \"2020-12-01 20:26:46.000000+00:00\", \"2021-05-18 12:40:53.000000+00:00\", \"2021-01-14 13:43:02.000000+00:00\", \"2022-10-30 03:54:13.000000+00:00\"], \"session_ids\": [\"b5dbda80-8283-42ab-8c17-8f7bcf999e1e\", \"cf83916a-630b-4e6d-ae32-b8d79c8d7f03\", \"dc9767a7-778c-4289-96fa-0728c18f4dd7\", \"c49c69e7-4351-4669-9471-bc5f92283072\", \"71e2e04a-1d81-4802-b264-14dcd2bfc513\"], \"total_duration\": 1386.0, \"total_sessions\": 5, \"mean_week_duration\": 10.744}, \"26936\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-06-21 19:40:42.000000+00:00\", \"2021-08-01 00:44:15.000000+00:00\"], \"session_ids\": [\"c3e9f5c1-e786-4764-bae3-6ffa8eed6071\", \"bd4e3c73-1436-4a66-a588-8e82ada33ab0\"], \"total_duration\": 334.0, \"total_sessions\": 2, \"mean_week_duration\": 3.009}, \"30948\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-08-05 22:29:55.000000+00:00\", \"2022-05-08 14:33:33.000000+00:00\", \"2020-12-22 22:34:59.000000+00:00\"], \"session_ids\": [\"d0b85d02-e9ee-4203-8322-64d600fd057c\", \"6904661f-6f02-42ac-9dcf-1299ef744e89\", \"1ae20d43-6630-4a59-b1d9-0b7e5d8e089f\"], \"total_duration\": 92.0, \"total_sessions\": 3, \"mean_week_duration\": 1.082}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Amsterdam"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Amsterdam\"]]}}}\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": "I'd like to be informed about 2 users who belong to city Lima , perform sorting by time spent on the site 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{\"18878\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2019-05-05 02:47:18.000000+00:00\", \"2019-07-03 10:46:44.000000+00:00\", \"2022-08-19 12:08:08.000000+00:00\", \"2022-06-11 14:31:01.000000+00:00\", \"2022-10-28 21:31:40.000000+00:00\", \"2021-12-19 14:42:28.000000+00:00\", \"2019-04-30 15:17:40.000000+00:00\"], \"session_ids\": [\"04636a3a-d5f4-4e10-9d1e-1eb6d662019c\", \"18189227-ee31-4512-ae0b-c22d118e8df0\", \"ab14418e-b54a-44aa-8272-fe4bf6922461\", \"d89dd28f-0e63-443a-94a3-6beed68f5031\", \"acd80f38-8772-40c2-9041-69ea24d320a2\", \"6fa3f255-9f21-41c4-bfb9-efd4e937d552\", \"06334c3b-dc6e-4d6d-88ae-cd2c5deeae62\"], \"total_duration\": 3022.0, \"total_sessions\": 7, \"mean_week_duration\": 16.514}, \"18869\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Sydney\", \"datetimes\": [\"2021-09-22 11:01:16.000000+00:00\", \"2021-08-06 00:03:38.000000+00:00\"], \"session_ids\": [\"0d90adae-29fb-4e54-9573-47eb02303b4f\", \"ac881214-719d-4005-99e3-85df045422af\"], \"total_duration\": 314.0, \"total_sessions\": 2, \"mean_week_duration\": 44.857}, \"52726\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 4, \"Settings Flow\": 5}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-05-04 06:31:38.000000+00:00\", \"2022-07-10 03:42:20.000000+00:00\"], \"session_ids\": [\"37b758ce-0e2c-450e-926e-9109f206a0f5\", \"58ade28e-2450-4a61-b91e-cc3b79d423f4\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.175}, \"29581\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-29 17:48:34.000000+00:00\", \"2022-12-24 13:56:25.000000+00:00\"], \"session_ids\": [\"3de3ec95-497e-42b2-b26c-696ed10132ac\", \"5b823120-b284-462a-b299-b7413a7b2405\"], \"total_duration\": 238.0, \"total_sessions\": 2, \"mean_week_duration\": 3.051}, \"7375\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-09-04 20:37:26.000000+00:00\", \"2020-02-15 20:13:13.000000+00:00\"], \"session_ids\": [\"91f1c021-d30d-4870-a716-c50d6026d0df\", \"62bf144b-b014-46df-a7e1-13f84c61fd8c\"], \"total_duration\": 164.0, \"total_sessions\": 2, \"mean_week_duration\": 2.025}, \"25874\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-11-21 09:26:05.000000+00:00\", \"2020-12-16 01:55:22.000000+00:00\"], \"session_ids\": [\"dcf68dd2-e15c-4c04-9bac-006b760cda12\", \"c403d403-b54d-4297-83a0-9e6ebd98268a\"], \"total_duration\": 191.0, \"total_sessions\": 2, \"mean_week_duration\": 1.891}, \"3575\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-04-29 19:14:52.000000+00:00\", \"2019-02-14 22:20:31.000000+00:00\"], \"session_ids\": [\"8643c3b2-c8a3-4085-9234-4b85dcfa88b2\", \"2ac981f0-6294-4194-920c-d87542eed769\"], \"total_duration\": 131.0, \"total_sessions\": 2, \"mean_week_duration\": 11.909}, \"89848\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-08-27 20:11:48.000000+00:00\", \"2023-06-14 03:33:50.000000+00:00\", \"2020-07-09 16:09:35.000000+00:00\", \"2022-06-13 20:04:52.000000+00:00\"], \"session_ids\": [\"ca13fd8d-481f-4986-90c3-a7ca2d47ec93\", \"dc3e88ee-b301-4c77-8cb9-bc15273d1da5\", \"b9c8747a-4df5-4f34-a6c6-0d3195b5334c\", \"95bc27a5-3e55-4b81-a429-1c36b8dd71fd\"], \"total_duration\": 257.0, \"total_sessions\": 4, \"mean_week_duration\": 1.298}, \"3550\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2021-07-15 07:38:32.000000+00:00\", \"2019-02-18 14:28:36.000000+00:00\"], \"session_ids\": [\"98402d56-e940-47cd-a848-2127cd05879a\", \"7b5139de-7901-4d05-879a-0d88b7eced19\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 1.968}, \"44387\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-04-02 21:25:19.000000+00:00\", \"2021-04-14 07:32:36.000000+00:00\"], \"session_ids\": [\"dac296fb-6c5e-4426-bd57-d55f32d20ae5\", \"82a44d9e-0796-4578-8b47-f5998bff8a9d\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 7.784}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Lima"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Lima\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Could you tell me about user who has average of total time spent in the app per week exactly 2 as well as execute sorting by town naming 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{\"79761\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-08-02 02:32:31.000000+00:00\", \"2023-02-18 04:55:17.000000+00:00\"], \"session_ids\": [\"472635af-bc5f-43cd-9e6c-da8afe39d32d\", \"8b08315b-6b19-48f8-b52f-6aae8b997a45\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.097}, \"79904\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Dublin\", \"datetimes\": [\"2020-11-08 11:54:53.000000+00:00\", \"2019-08-12 17:33:57.000000+00:00\"], \"session_ids\": [\"32b539de-b1d6-4724-931c-6e5e26e80d51\", \"e622a216-5fbe-430d-aa2b-e23514aa9334\"], \"total_duration\": 367.0, \"total_sessions\": 2, \"mean_week_duration\": 5.646}, \"13828\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-09-19 21:48:49.000000+00:00\", \"2022-04-06 03:50:52.000000+00:00\", \"2021-09-12 00:22:21.000000+00:00\", \"2023-01-23 22:42:37.000000+00:00\", \"2023-06-12 13:02:17.000000+00:00\", \"2022-11-18 10:51:50.000000+00:00\", \"2020-01-09 11:01:43.000000+00:00\", \"2021-08-15 22:26:18.000000+00:00\", \"2019-07-25 01:03:25.000000+00:00\", \"2020-06-18 23:14:18.000000+00:00\", \"2022-12-08 14:02:27.000000+00:00\"], \"session_ids\": [\"a0d0f9a2-fae2-47b5-89c8-5d5b0702feb8\", \"6f02d255-aa1e-461c-9a84-511d80e89db4\", \"4e346317-9839-490e-b5de-b7a6f21b6392\", \"a90f3d5a-7a90-4549-ab09-36650849fc02\", \"3497f0b1-c67b-470a-81c2-9b051a065bec\", \"d78270ed-fcf6-4346-af39-fed93d46bc04\", \"ffa6e055-b1db-4978-9bed-e83eb4093b61\", \"bc6a3912-2d6f-40ec-a56e-774fa3d825aa\", \"b9002c86-859b-4e70-9211-65014dd430db\", \"7583117d-c6b1-41b4-9a68-2c92ba1fc837\", \"9b1914f8-b42e-4f95-a2de-63894764a2fc\"], \"total_duration\": 2968.0, \"total_sessions\": 11, \"mean_week_duration\": 14.621}, \"53327\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-07-22 10:40:56.000000+00:00\", \"2021-05-05 14:42:00.000000+00:00\", \"2019-08-14 07:49:13.000000+00:00\", \"2021-01-14 14:35:02.000000+00:00\"], \"session_ids\": [\"8dff3170-ba8a-4abb-ac13-7632ffc00f0e\", \"b9d7dd04-67e6-4741-b2e2-0e896d6d482d\", \"d5dc0020-4913-40c0-b960-29058bffaa42\", \"622df655-42f2-4ff4-b225-aa395b24ddb9\"], \"total_duration\": 665.0, \"total_sessions\": 4, \"mean_week_duration\": 7.074}, \"17407\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2022-07-30 17:36:36.000000+00:00\", \"2023-06-25 16:55:33.000000+00:00\"], \"session_ids\": [\"04492ed9-d5c5-4411-810e-deb79794df07\", \"c8fcee4c-b9c8-47a4-a92e-15b35235b40f\"], \"total_duration\": 264.0, \"total_sessions\": 2, \"mean_week_duration\": 5.617}, \"20151\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-11-27 19:06:46.000000+00:00\", \"2019-11-04 00:04:40.000000+00:00\", \"2020-08-05 11:35:30.000000+00:00\"], \"session_ids\": [\"bf0eb414-af8f-4fe0-b263-01ac15ed5303\", \"af73fc9c-6f78-42fe-99f4-df5f50f11e84\", \"b3a003c3-2fcc-4bdc-8115-3e6312de1cd2\"], \"total_duration\": 701.0, \"total_sessions\": 3, \"mean_week_duration\": 4.381}, \"62390\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2022-03-30 13:51:10.000000+00:00\", \"2020-11-09 12:30:48.000000+00:00\"], \"session_ids\": [\"8f483034-bb27-40eb-b4ae-e06d7750a82f\", \"37d336be-9ea6-48d0-8df5-9fdcc06452ed\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 0.274}, \"96916\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2019-08-16 02:04:34.000000+00:00\", \"2019-03-22 04:54:47.000000+00:00\"], \"session_ids\": [\"ae1c2dc6-8179-4906-afbd-e3881f3eb3a9\", \"d8e8a920-2cc8-463b-98fd-41333d2d0ef8\"], \"total_duration\": 281.0, \"total_sessions\": 2, \"mean_week_duration\": 13.381}, \"33888\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-06-18 22:57:05.000000+00:00\", \"2021-07-17 08:22:14.000000+00:00\", \"2022-01-19 06:45:00.000000+00:00\", \"2020-01-10 15:56:55.000000+00:00\", \"2022-01-12 07:37:02.000000+00:00\", \"2021-12-12 17:33:14.000000+00:00\", \"2022-10-28 03:14:31.000000+00:00\", \"2021-02-17 22:55:49.000000+00:00\", \"2019-07-05 00:44:25.000000+00:00\", \"2023-04-14 15:14:53.000000+00:00\", \"2019-11-29 00:26:41.000000+00:00\"], \"session_ids\": [\"baa04c56-efa0-4a8f-ac03-a246ddedda38\", \"7796a890-7c10-49d4-b8f6-ed0dd9bd4414\", \"362cdf44-0838-4e82-8dc3-0a7e30b89958\", \"669ebc20-4188-4a36-9b41-8a35fb2a35ff\", \"957b004a-2825-4a62-acba-cb1129918cfe\", \"594d7cc3-4425-4d1f-afcf-7f964ae912bd\", \"45b06591-fd1a-476f-a9c1-4813c753c4b8\", \"58711956-ec32-45f3-9438-ab526df109ed\", \"eaa579ec-4d20-47fa-9ec4-128db9adadf1\", \"5abeb24b-9c8f-4cc0-8241-0a601592357f\", \"a4af54f0-ee3c-4c92-8dfc-b67e1eef44aa\"], \"total_duration\": 33616.0, \"total_sessions\": 11, \"mean_week_duration\": 170.64}, \"3727\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-05-07 21:30:40.000000+00:00\", \"2022-01-13 09:10:59.000000+00:00\", \"2021-07-16 08:47:27.000000+00:00\"], \"session_ids\": [\"d29bbd7f-0885-4a38-86d0-08ab509ed9b6\", \"9ff2c23a-95be-4549-bcad-912d1a0ea9e2\", \"82d46df2-8d76-42f7-9db7-6cf78285495e\"], \"total_duration\": 834.0, \"total_sessions\": 3, \"mean_week_duration\": 23.167}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are 2"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[2, 43]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to 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": "Give me details on users who have overall total duration larger than 1608 inclusive , moreover implement sorting by site usage time ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"40035\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-10-06 22:31:22.000000+00:00\", \"2021-10-09 04:26:10.000000+00:00\"], \"session_ids\": [\"6a61c7b2-dc06-44fb-ac8f-1508a6bec699\", \"30a0ecaf-d2f5-40c5-b034-cfae165bcc50\"], \"total_duration\": 21.0, \"total_sessions\": 2, \"mean_week_duration\": 0.396}, \"69605\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-10-17 08:56:04.000000+00:00\", \"2022-07-07 14:10:37.000000+00:00\", \"2021-11-22 09:25:59.000000+00:00\", \"2022-04-13 08:19:35.000000+00:00\"], \"session_ids\": [\"cff5d395-5c53-4549-8d6a-998a75f6c82d\", \"c4c26309-5346-4c1c-80cc-34245e6ae635\", \"aae02449-99ce-4a09-8b91-d84cef48689b\", \"861604f8-47ba-4820-8c86-7cea34154ed5\"], \"total_duration\": 74.0, \"total_sessions\": 4, \"mean_week_duration\": 1.947}, \"7191\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-06-25 17:26:28.000000+00:00\", \"2022-02-13 05:54:52.000000+00:00\"], \"session_ids\": [\"cbe65073-b4ff-46d5-80cb-66da34dbbd01\", \"46b11a21-65c7-4e08-98c7-53a18262d6e3\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 10.059}, \"9783\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-01-13 12:57:17.000000+00:00\", \"2019-07-27 11:32:43.000000+00:00\"], \"session_ids\": [\"c57f95c9-44d1-4f31-b6e3-8bb3326792e9\", \"eb85699c-9b91-42d7-8c03-dc80d2f0b791\"], \"total_duration\": 121.0, \"total_sessions\": 2, \"mean_week_duration\": 1.571}, \"54309\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2022-06-20 15:10:01.000000+00:00\", \"2020-06-28 08:24:02.000000+00:00\", \"2021-03-31 19:51:20.000000+00:00\"], \"session_ids\": [\"14320f98-9d7c-414c-9ddf-7cec62edd378\", \"b73af54c-a72c-4451-a515-d69d4f4531f2\", \"5f1ae750-8f88-49e1-87c6-e6f323059df5\"], \"total_duration\": 544.0, \"total_sessions\": 3, \"mean_week_duration\": 5.231}, \"21814\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-01 07:00:13.000000+00:00\", \"2023-01-31 01:48:54.000000+00:00\", \"2023-04-23 22:42:49.000000+00:00\", \"2019-12-06 14:02:14.000000+00:00\", \"2021-06-07 00:50:01.000000+00:00\"], \"session_ids\": [\"0108dd3e-42d8-490c-bfde-5558406fdb82\", \"17849daf-2f8d-4655-8872-57f5bd3b261a\", \"500af2e6-f2ad-476a-9ded-1e77bd08f88a\", \"0dc18d6b-97aa-4dfe-864d-5b2cc4965008\", \"1d85edbf-afbb-4432-8787-2a8e5ff26e16\"], \"total_duration\": 1742.0, \"total_sessions\": 5, \"mean_week_duration\": 9.842}, \"76531\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-26 13:12:59.000000+00:00\", \"2020-05-01 16:56:24.000000+00:00\"], \"session_ids\": [\"00dd3141-3a09-41e9-80a6-3ecdc3478f72\", \"49b80e96-3968-48cd-b6a6-8dfa67545dd3\"], \"total_duration\": 96.0, \"total_sessions\": 2, \"mean_week_duration\": 0.762}, \"38693\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2022-02-17 14:52:32.000000+00:00\", \"2021-04-13 10:14:00.000000+00:00\"], \"session_ids\": [\"baf9c7f7-e903-45de-a412-b2efa0c99868\", \"d719962f-30d0-4c37-b892-e42065bdcb20\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 1.911}, \"2865\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-05-24 16:32:42.000000+00:00\", \"2019-09-22 01:07:11.000000+00:00\"], \"session_ids\": [\"793b1ba7-9ad1-44a3-a310-ad62ee03085a\", \"252999fa-28f8-4d81-a521-8467d0ce5ded\"], \"total_duration\": 359.0, \"total_sessions\": 2, \"mean_week_duration\": 1.87}, \"43050\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2019-12-12 07:06:45.000000+00:00\", \"2022-01-05 18:38:33.000000+00:00\", \"2019-10-18 18:34:41.000000+00:00\", \"2021-12-03 02:28:01.000000+00:00\", \"2019-08-07 10:20:55.000000+00:00\"], \"session_ids\": [\"9ad9e45e-72ef-4ee8-a6fd-8340f3be3244\", \"dbaf75cd-b823-4de1-926e-4bd4617f98fe\", \"cbb4e7cf-89e1-44a4-bcdf-1bec67649ae0\", \"4618dc33-54fd-4a2c-8395-3d4aeb4feb54\", \"9131324e-4f53-4f2d-8461-2cf72dce8eff\"], \"total_duration\": 1276.0, \"total_sessions\": 5, \"mean_week_duration\": 10.127}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are equal or greater than 1608"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">=\"]]}, \"all_values\": {\"total_duration\": [[1608, 3349]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"21814\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-01 07:00:13.000000+00:00\", \"2023-01-31 01:48:54.000000+00:00\", \"2023-04-23 22:42:49.000000+00:00\", \"2019-12-06 14:02:14.000000+00:00\", \"2021-06-07 00:50:01.000000+00:00\"], \"session_ids\": [\"0108dd3e-42d8-490c-bfde-5558406fdb82\", \"17849daf-2f8d-4655-8872-57f5bd3b261a\", \"500af2e6-f2ad-476a-9ded-1e77bd08f88a\", \"0dc18d6b-97aa-4dfe-864d-5b2cc4965008\", \"1d85edbf-afbb-4432-8787-2a8e5ff26e16\"], \"total_duration\": 1742.0, \"total_sessions\": 5, \"mean_week_duration\": 9.842}}\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[{\"21814\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-01 07:00:13.000000+00:00\", \"2023-01-31 01:48:54.000000+00:00\", \"2023-04-23 22:42:49.000000+00:00\", \"2019-12-06 14:02:14.000000+00:00\", \"2021-06-07 00:50:01.000000+00:00\"], \"session_ids\": [\"0108dd3e-42d8-490c-bfde-5558406fdb82\", \"17849daf-2f8d-4655-8872-57f5bd3b261a\", \"500af2e6-f2ad-476a-9ded-1e77bd08f88a\", \"0dc18d6b-97aa-4dfe-864d-5b2cc4965008\", \"1d85edbf-afbb-4432-8787-2a8e5ff26e16\"], \"total_duration\": 1742.0, \"total_sessions\": 5, \"mean_week_duration\": 9.842}}]\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[{\"21814\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-01-01 07:00:13.000000+00:00\", \"2023-01-31 01:48:54.000000+00:00\", \"2023-04-23 22:42:49.000000+00:00\", \"2019-12-06 14:02:14.000000+00:00\", \"2021-06-07 00:50:01.000000+00:00\"], \"session_ids\": [\"0108dd3e-42d8-490c-bfde-5558406fdb82\", \"17849daf-2f8d-4655-8872-57f5bd3b261a\", \"500af2e6-f2ad-476a-9ded-1e77bd08f88a\", \"0dc18d6b-97aa-4dfe-864d-5b2cc4965008\", \"1d85edbf-afbb-4432-8787-2a8e5ff26e16\"], \"total_duration\": 1742.0, \"total_sessions\": 5, \"mean_week_duration\": 9.842}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 7 users with a site usage time per week of sessions that is below 8, inclusive num 8 additionaly put to use sorting by mean week duration form the lowest to the highest , moreover show me only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84515\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-01-27 16:42:17.000000+00:00\", \"2022-06-14 11:50:25.000000+00:00\"], \"session_ids\": [\"849fbfb5-8b3b-4940-9978-8b2865aa45ae\", \"d118cd48-3879-4b97-b568-19d53911befc\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 2.972}, \"40800\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-02-14 04:40:09.000000+00:00\", \"2019-09-19 17:53:02.000000+00:00\"], \"session_ids\": [\"29612d7d-d444-4d99-9002-ae5b7a7fae6b\", \"d27cd293-a5e9-4461-9a4e-7bea5bf61f23\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}, \"7165\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-12-08 22:29:06.000000+00:00\", \"2021-09-01 14:01:11.000000+00:00\"], \"session_ids\": [\"48377610-be6e-45d7-acbb-b3a7f2f88e45\", \"684b9ce8-3231-4d73-a620-f88607108390\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 7.632}, \"55818\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-04-09 16:16:43.000000+00:00\", \"2021-07-01 21:26:36.000000+00:00\", \"2023-06-04 23:50:56.000000+00:00\", \"2019-12-05 01:27:33.000000+00:00\", \"2020-01-11 20:12:06.000000+00:00\"], \"session_ids\": [\"9af5ecaf-fed2-4d46-a87e-eb75b06deb10\", \"e2615b33-ec24-4c29-8cd3-f4b3a9eb33a5\", \"85100f78-391f-4820-ac60-d21993ab6527\", \"782ef7f6-fa2f-472b-b8b1-4f0c5ecc85e6\", \"c23a1684-7355-4842-b0b3-16c3112b32a7\"], \"total_duration\": 464.0, \"total_sessions\": 5, \"mean_week_duration\": 2.138}, \"17934\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-05 19:39:47.000000+00:00\", \"2023-06-15 06:52:42.000000+00:00\"], \"session_ids\": [\"23b64ba6-0e9f-4b3e-96fe-eb1829108937\", \"860717d3-3970-4eee-bc0e-497c137d3f02\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.161}, \"2926\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-26 23:03:51.000000+00:00\", \"2021-06-12 04:17:08.000000+00:00\"], \"session_ids\": [\"2220cd8b-3291-43f6-b534-ecd46ffdf52b\", \"675edc40-0df6-4e9b-b248-51496ba7bc67\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.456}, \"25533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-02-05 22:24:41.000000+00:00\", \"2022-07-22 09:05:31.000000+00:00\", \"2021-03-23 23:05:43.000000+00:00\", \"2019-02-22 04:08:42.000000+00:00\"], \"session_ids\": [\"5a850283-90f3-46ca-88a5-d9f74a9feb91\", \"d7f36610-4444-4100-a706-9c7fc3a4fc96\", \"eb989aca-dae3-4a8f-b382-74001b2a5eb8\", \"66ed389a-8245-4477-ae98-e7a3fdd134c3\"], \"total_duration\": 521.0, \"total_sessions\": 4, \"mean_week_duration\": 2.927}, \"55944\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2019-11-13 20:25:47.000000+00:00\", \"2020-09-19 06:53:03.000000+00:00\"], \"session_ids\": [\"923bd4c7-4705-49dc-b276-c6e85ee79a7c\", \"e74f0cac-a433-478e-a795-c710dc75bd34\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 3.867}, \"34374\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 11, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-10 12:11:35.000000+00:00\", \"2023-04-20 12:29:50.000000+00:00\", \"2020-08-09 02:51:44.000000+00:00\"], \"session_ids\": [\"715e944e-bf2d-4491-a261-c90ec074e32d\", \"dc3cc579-7e23-4f3e-ba46-7bf3bb5cdae3\", \"e737dc35-2373-4741-a016-d8a48f9a1e6b\"], \"total_duration\": 216.0, \"total_sessions\": 3, \"mean_week_duration\": 1.143}, \"96270\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-28 10:29:47.000000+00:00\", \"2021-08-26 15:10:30.000000+00:00\", \"2023-01-26 20:17:52.000000+00:00\"], \"session_ids\": [\"edaed0d0-86a3-4a0f-9deb-979d37899799\", \"fe9bd42f-fab2-4a3f-be60-5b0711186dcc\", \"17607202-aa14-4874-8d7a-92b38679d256\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.581}}\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 less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\"]]}, \"all_values\": {\"mean_week_duration\": [[8, 34]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84515\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-01-27 16:42:17.000000+00:00\", \"2022-06-14 11:50:25.000000+00:00\"], \"session_ids\": [\"849fbfb5-8b3b-4940-9978-8b2865aa45ae\", \"d118cd48-3879-4b97-b568-19d53911befc\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 2.972}, \"40800\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-02-14 04:40:09.000000+00:00\", \"2019-09-19 17:53:02.000000+00:00\"], \"session_ids\": [\"29612d7d-d444-4d99-9002-ae5b7a7fae6b\", \"d27cd293-a5e9-4461-9a4e-7bea5bf61f23\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}, \"7165\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-12-08 22:29:06.000000+00:00\", \"2021-09-01 14:01:11.000000+00:00\"], \"session_ids\": [\"48377610-be6e-45d7-acbb-b3a7f2f88e45\", \"684b9ce8-3231-4d73-a620-f88607108390\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 7.632}, \"55818\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-04-09 16:16:43.000000+00:00\", \"2021-07-01 21:26:36.000000+00:00\", \"2023-06-04 23:50:56.000000+00:00\", \"2019-12-05 01:27:33.000000+00:00\", \"2020-01-11 20:12:06.000000+00:00\"], \"session_ids\": [\"9af5ecaf-fed2-4d46-a87e-eb75b06deb10\", \"e2615b33-ec24-4c29-8cd3-f4b3a9eb33a5\", \"85100f78-391f-4820-ac60-d21993ab6527\", \"782ef7f6-fa2f-472b-b8b1-4f0c5ecc85e6\", \"c23a1684-7355-4842-b0b3-16c3112b32a7\"], \"total_duration\": 464.0, \"total_sessions\": 5, \"mean_week_duration\": 2.138}, \"17934\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-05 19:39:47.000000+00:00\", \"2023-06-15 06:52:42.000000+00:00\"], \"session_ids\": [\"23b64ba6-0e9f-4b3e-96fe-eb1829108937\", \"860717d3-3970-4eee-bc0e-497c137d3f02\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.161}, \"2926\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-26 23:03:51.000000+00:00\", \"2021-06-12 04:17:08.000000+00:00\"], \"session_ids\": [\"2220cd8b-3291-43f6-b534-ecd46ffdf52b\", \"675edc40-0df6-4e9b-b248-51496ba7bc67\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.456}, \"25533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-02-05 22:24:41.000000+00:00\", \"2022-07-22 09:05:31.000000+00:00\", \"2021-03-23 23:05:43.000000+00:00\", \"2019-02-22 04:08:42.000000+00:00\"], \"session_ids\": [\"5a850283-90f3-46ca-88a5-d9f74a9feb91\", \"d7f36610-4444-4100-a706-9c7fc3a4fc96\", \"eb989aca-dae3-4a8f-b382-74001b2a5eb8\", \"66ed389a-8245-4477-ae98-e7a3fdd134c3\"], \"total_duration\": 521.0, \"total_sessions\": 4, \"mean_week_duration\": 2.927}, \"55944\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2019-11-13 20:25:47.000000+00:00\", \"2020-09-19 06:53:03.000000+00:00\"], \"session_ids\": [\"923bd4c7-4705-49dc-b276-c6e85ee79a7c\", \"e74f0cac-a433-478e-a795-c710dc75bd34\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 3.867}, \"34374\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 11, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-10 12:11:35.000000+00:00\", \"2023-04-20 12:29:50.000000+00:00\", \"2020-08-09 02:51:44.000000+00:00\"], \"session_ids\": [\"715e944e-bf2d-4491-a261-c90ec074e32d\", \"dc3cc579-7e23-4f3e-ba46-7bf3bb5cdae3\", \"e737dc35-2373-4741-a016-d8a48f9a1e6b\"], \"total_duration\": 216.0, \"total_sessions\": 3, \"mean_week_duration\": 1.143}, \"96270\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-28 10:29:47.000000+00:00\", \"2021-08-26 15:10:30.000000+00:00\", \"2023-01-26 20:17:52.000000+00:00\"], \"session_ids\": [\"edaed0d0-86a3-4a0f-9deb-979d37899799\", \"fe9bd42f-fab2-4a3f-be60-5b0711186dcc\", \"17607202-aa14-4874-8d7a-92b38679d256\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.581}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"17934\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-05 19:39:47.000000+00:00\", \"2023-06-15 06:52:42.000000+00:00\"], \"session_ids\": [\"23b64ba6-0e9f-4b3e-96fe-eb1829108937\", \"860717d3-3970-4eee-bc0e-497c137d3f02\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.161}}, {\"2926\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-26 23:03:51.000000+00:00\", \"2021-06-12 04:17:08.000000+00:00\"], \"session_ids\": [\"2220cd8b-3291-43f6-b534-ecd46ffdf52b\", \"675edc40-0df6-4e9b-b248-51496ba7bc67\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.456}}, {\"96270\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-28 10:29:47.000000+00:00\", \"2021-08-26 15:10:30.000000+00:00\", \"2023-01-26 20:17:52.000000+00:00\"], \"session_ids\": [\"edaed0d0-86a3-4a0f-9deb-979d37899799\", \"fe9bd42f-fab2-4a3f-be60-5b0711186dcc\", \"17607202-aa14-4874-8d7a-92b38679d256\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.581}}, {\"34374\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 11, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-09-10 12:11:35.000000+00:00\", \"2023-04-20 12:29:50.000000+00:00\", \"2020-08-09 02:51:44.000000+00:00\"], \"session_ids\": [\"715e944e-bf2d-4491-a261-c90ec074e32d\", \"dc3cc579-7e23-4f3e-ba46-7bf3bb5cdae3\", \"e737dc35-2373-4741-a016-d8a48f9a1e6b\"], \"total_duration\": 216.0, \"total_sessions\": 3, \"mean_week_duration\": 1.143}}, {\"55818\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Amsterdam\", \"datetimes\": [\"2019-04-09 16:16:43.000000+00:00\", \"2021-07-01 21:26:36.000000+00:00\", \"2023-06-04 23:50:56.000000+00:00\", \"2019-12-05 01:27:33.000000+00:00\", \"2020-01-11 20:12:06.000000+00:00\"], \"session_ids\": [\"9af5ecaf-fed2-4d46-a87e-eb75b06deb10\", \"e2615b33-ec24-4c29-8cd3-f4b3a9eb33a5\", \"85100f78-391f-4820-ac60-d21993ab6527\", \"782ef7f6-fa2f-472b-b8b1-4f0c5ecc85e6\", \"c23a1684-7355-4842-b0b3-16c3112b32a7\"], \"total_duration\": 464.0, \"total_sessions\": 5, \"mean_week_duration\": 2.138}}, {\"40800\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Paris\", \"datetimes\": [\"2022-02-14 04:40:09.000000+00:00\", \"2019-09-19 17:53:02.000000+00:00\"], \"session_ids\": [\"29612d7d-d444-4d99-9002-ae5b7a7fae6b\", \"d27cd293-a5e9-4461-9a4e-7bea5bf61f23\"], \"total_duration\": 315.0, \"total_sessions\": 2, \"mean_week_duration\": 2.5}}, {\"25533\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-02-05 22:24:41.000000+00:00\", \"2022-07-22 09:05:31.000000+00:00\", \"2021-03-23 23:05:43.000000+00:00\", \"2019-02-22 04:08:42.000000+00:00\"], \"session_ids\": [\"5a850283-90f3-46ca-88a5-d9f74a9feb91\", \"d7f36610-4444-4100-a706-9c7fc3a4fc96\", \"eb989aca-dae3-4a8f-b382-74001b2a5eb8\", \"66ed389a-8245-4477-ae98-e7a3fdd134c3\"], \"total_duration\": 521.0, \"total_sessions\": 4, \"mean_week_duration\": 2.927}}, {\"84515\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Bogota\", \"datetimes\": [\"2021-01-27 16:42:17.000000+00:00\", \"2022-06-14 11:50:25.000000+00:00\"], \"session_ids\": [\"849fbfb5-8b3b-4940-9978-8b2865aa45ae\", \"d118cd48-3879-4b97-b568-19d53911befc\"], \"total_duration\": 214.0, \"total_sessions\": 2, \"mean_week_duration\": 2.972}}, {\"55944\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Tokyo\", \"datetimes\": [\"2019-11-13 20:25:47.000000+00:00\", \"2020-09-19 06:53:03.000000+00:00\"], \"session_ids\": [\"923bd4c7-4705-49dc-b276-c6e85ee79a7c\", \"e74f0cac-a433-478e-a795-c710dc75bd34\"], \"total_duration\": 174.0, \"total_sessions\": 2, \"mean_week_duration\": 3.867}}, {\"7165\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-12-08 22:29:06.000000+00:00\", \"2021-09-01 14:01:11.000000+00:00\"], \"session_ids\": [\"48377610-be6e-45d7-acbb-b3a7f2f88e45\", \"684b9ce8-3231-4d73-a620-f88607108390\"], \"total_duration\": 290.0, \"total_sessions\": 2, \"mean_week_duration\": 7.632}}]\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[{\"17934\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-05 19:39:47.000000+00:00\", \"2023-06-15 06:52:42.000000+00:00\"], \"session_ids\": [\"23b64ba6-0e9f-4b3e-96fe-eb1829108937\", \"860717d3-3970-4eee-bc0e-497c137d3f02\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.161}}, {\"2926\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-26 23:03:51.000000+00:00\", \"2021-06-12 04:17:08.000000+00:00\"], \"session_ids\": [\"2220cd8b-3291-43f6-b534-ecd46ffdf52b\", \"675edc40-0df6-4e9b-b248-51496ba7bc67\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.456}}, {\"96270\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-28 10:29:47.000000+00:00\", \"2021-08-26 15:10:30.000000+00:00\", \"2023-01-26 20:17:52.000000+00:00\"], \"session_ids\": [\"edaed0d0-86a3-4a0f-9deb-979d37899799\", \"fe9bd42f-fab2-4a3f-be60-5b0711186dcc\", \"17607202-aa14-4874-8d7a-92b38679d256\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.581}}]\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[{\"17934\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-08-05 19:39:47.000000+00:00\", \"2023-06-15 06:52:42.000000+00:00\"], \"session_ids\": [\"23b64ba6-0e9f-4b3e-96fe-eb1829108937\", \"860717d3-3970-4eee-bc0e-497c137d3f02\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.161}}, {\"2926\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 5}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-09-26 23:03:51.000000+00:00\", \"2021-06-12 04:17:08.000000+00:00\"], \"session_ids\": [\"2220cd8b-3291-43f6-b534-ecd46ffdf52b\", \"675edc40-0df6-4e9b-b248-51496ba7bc67\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 0.456}}, {\"96270\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-11-28 10:29:47.000000+00:00\", \"2021-08-26 15:10:30.000000+00:00\", \"2023-01-26 20:17:52.000000+00:00\"], \"session_ids\": [\"edaed0d0-86a3-4a0f-9deb-979d37899799\", \"fe9bd42f-fab2-4a3f-be60-5b0711186dcc\", \"17607202-aa14-4874-8d7a-92b38679d256\"], \"total_duration\": 43.0, \"total_sessions\": 3, \"mean_week_duration\": 0.581}}]\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 user who isn't living in city Zurich also execute sorting by all sessions quantity risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-17 10:53:56.000000+00:00\", \"2022-04-23 20:45:52.000000+00:00\"], \"session_ids\": [\"48d8c680-10ac-4e88-a456-37e010ac4c72\", \"84da6aba-2c82-4f2f-9248-9f64908ffdf2\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 5.105}, \"43917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-08 18:28:55.000000+00:00\", \"2020-05-24 08:13:00.000000+00:00\", \"2023-04-17 14:31:15.000000+00:00\", \"2020-11-21 22:51:32.000000+00:00\", \"2020-12-28 19:12:46.000000+00:00\"], \"session_ids\": [\"49dd4d09-e5ef-4967-b16e-6067d3420431\", \"78be961a-1db8-46cc-90c2-329e117a75b9\", \"261a106e-0163-41c4-9ab4-7b8394cbdb1e\", \"af307632-392b-4041-bea1-11830e6e06ed\", \"2f4f17a2-3fde-4f8e-b056-0a1eb33037ff\"], \"total_duration\": 568.0, \"total_sessions\": 5, \"mean_week_duration\": 3.737}, \"32532\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-19 08:16:14.000000+00:00\", \"2022-06-21 13:11:10.000000+00:00\"], \"session_ids\": [\"ffdb81c8-31ea-4848-b6f8-fef9eac8c06a\", \"0d9b0c51-9462-41b9-9e98-8e5110613d91\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 1.674}, \"13735\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-11-28 11:05:15.000000+00:00\", \"2020-06-02 16:33:18.000000+00:00\"], \"session_ids\": [\"d416e617-0253-4977-921a-8a65649e7344\", \"f6727c4c-1fc7-4f54-9860-7de7b734c6df\"], \"total_duration\": 473.0, \"total_sessions\": 2, \"mean_week_duration\": 17.519}, \"57078\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-02 00:40:03.000000+00:00\", \"2023-05-23 10:28:09.000000+00:00\", \"2022-04-26 22:58:48.000000+00:00\"], \"session_ids\": [\"771192cd-d1ea-427f-9d43-a3f5bc5c8ab3\", \"e3b906fc-1593-43dc-ba78-8d9fa641ffaf\", \"c0db4894-6cf1-4edd-957e-7557526a5aeb\"], \"total_duration\": 122.0, \"total_sessions\": 3, \"mean_week_duration\": 2.179}, \"55521\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-24 22:12:31.000000+00:00\", \"2021-01-16 14:46:17.000000+00:00\", \"2023-06-22 14:36:39.000000+00:00\"], \"session_ids\": [\"5a230bed-a47a-44df-94ec-ad1e3bc1b179\", \"610f4ed2-b51b-4b82-ba35-c37c300565a5\", \"314bef3a-42a3-4b15-a3a3-768f3636afcd\"], \"total_duration\": 195.0, \"total_sessions\": 3, \"mean_week_duration\": 1.535}, \"48621\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-10-01 00:27:51.000000+00:00\", \"2022-03-28 01:43:19.000000+00:00\"], \"session_ids\": [\"752a569f-e0c3-4c62-8fba-8e94e8fb5a2b\", \"84513467-57d9-4395-b69f-13b5e0d6f8b3\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 1.407}, \"23283\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-11-12 19:48:32.000000+00:00\", \"2021-06-17 23:33:05.000000+00:00\"], \"session_ids\": [\"6aa34d4c-d2dd-457b-9f68-bcdfb76e8ba5\", \"c43a8ae2-347d-44bd-bca0-02bfa3583289\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 5.129}, \"49512\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-21 07:59:00.000000+00:00\", \"2019-05-01 03:52:36.000000+00:00\", \"2020-09-28 18:43:28.000000+00:00\", \"2022-02-16 20:19:56.000000+00:00\", \"2022-12-07 00:11:36.000000+00:00\", \"2020-08-05 13:26:48.000000+00:00\", \"2022-11-21 06:43:54.000000+00:00\", \"2020-09-15 02:32:40.000000+00:00\", \"2022-02-24 15:54:58.000000+00:00\"], \"session_ids\": [\"906650f9-31dc-425b-b6e7-aa2ba7e40aa9\", \"f8d7f430-bb83-43cc-b620-8e5a1945b637\", \"be7be640-8aeb-41b0-8bef-c01a96432cc3\", \"01c6e5da-63e5-4f68-b8e5-efd1fbcdeaad\", \"2c03f27d-cef1-46ce-8f36-05b532c8fd51\", \"292934f1-f504-4669-8bc4-c7a8a1410b1e\", \"35264c5a-c3de-4555-8338-261503591d98\", \"ef4d3755-0f2d-4eeb-a658-b58b4788fffa\", \"f56f7eed-ee1e-4213-8ba7-27e7bcb5824d\"], \"total_duration\": 27621.0, \"total_sessions\": 9, \"mean_week_duration\": 146.92}, \"76741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-08 15:04:00.000000+00:00\", \"2019-09-30 19:52:15.000000+00:00\", \"2021-07-17 17:36:03.000000+00:00\", \"2023-03-02 13:04:46.000000+00:00\", \"2020-03-04 03:47:14.000000+00:00\", \"2020-08-07 02:07:56.000000+00:00\", \"2022-11-07 10:42:34.000000+00:00\"], \"session_ids\": [\"dcd802a9-2a50-44fe-bf55-538438013078\", \"cac38d57-07f0-4301-b4b9-2174ac1a6965\", \"92cbb38a-64ab-4e89-92a4-a4664cdd1a7b\", \"93b165f0-1946-46af-9115-6d4f1540a15b\", \"95ea373d-11e4-44b2-a04f-afc8a37a19cc\", \"c232bd8a-c078-4e15-aafd-8f1b4e1e9f4a\", \"581e465e-0358-4400-b5ed-08ce0b545f59\"], \"total_duration\": 83.0, \"total_sessions\": 7, \"mean_week_duration\": 0.464}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on city_name attribute where city_name is not Zurich"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Zurich\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"44740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-17 10:53:56.000000+00:00\", \"2022-04-23 20:45:52.000000+00:00\"], \"session_ids\": [\"48d8c680-10ac-4e88-a456-37e010ac4c72\", \"84da6aba-2c82-4f2f-9248-9f64908ffdf2\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 5.105}, \"43917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-08 18:28:55.000000+00:00\", \"2020-05-24 08:13:00.000000+00:00\", \"2023-04-17 14:31:15.000000+00:00\", \"2020-11-21 22:51:32.000000+00:00\", \"2020-12-28 19:12:46.000000+00:00\"], \"session_ids\": [\"49dd4d09-e5ef-4967-b16e-6067d3420431\", \"78be961a-1db8-46cc-90c2-329e117a75b9\", \"261a106e-0163-41c4-9ab4-7b8394cbdb1e\", \"af307632-392b-4041-bea1-11830e6e06ed\", \"2f4f17a2-3fde-4f8e-b056-0a1eb33037ff\"], \"total_duration\": 568.0, \"total_sessions\": 5, \"mean_week_duration\": 3.737}, \"32532\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-19 08:16:14.000000+00:00\", \"2022-06-21 13:11:10.000000+00:00\"], \"session_ids\": [\"ffdb81c8-31ea-4848-b6f8-fef9eac8c06a\", \"0d9b0c51-9462-41b9-9e98-8e5110613d91\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 1.674}, \"13735\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-11-28 11:05:15.000000+00:00\", \"2020-06-02 16:33:18.000000+00:00\"], \"session_ids\": [\"d416e617-0253-4977-921a-8a65649e7344\", \"f6727c4c-1fc7-4f54-9860-7de7b734c6df\"], \"total_duration\": 473.0, \"total_sessions\": 2, \"mean_week_duration\": 17.519}, \"57078\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-02 00:40:03.000000+00:00\", \"2023-05-23 10:28:09.000000+00:00\", \"2022-04-26 22:58:48.000000+00:00\"], \"session_ids\": [\"771192cd-d1ea-427f-9d43-a3f5bc5c8ab3\", \"e3b906fc-1593-43dc-ba78-8d9fa641ffaf\", \"c0db4894-6cf1-4edd-957e-7557526a5aeb\"], \"total_duration\": 122.0, \"total_sessions\": 3, \"mean_week_duration\": 2.179}, \"55521\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-24 22:12:31.000000+00:00\", \"2021-01-16 14:46:17.000000+00:00\", \"2023-06-22 14:36:39.000000+00:00\"], \"session_ids\": [\"5a230bed-a47a-44df-94ec-ad1e3bc1b179\", \"610f4ed2-b51b-4b82-ba35-c37c300565a5\", \"314bef3a-42a3-4b15-a3a3-768f3636afcd\"], \"total_duration\": 195.0, \"total_sessions\": 3, \"mean_week_duration\": 1.535}, \"48621\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-10-01 00:27:51.000000+00:00\", \"2022-03-28 01:43:19.000000+00:00\"], \"session_ids\": [\"752a569f-e0c3-4c62-8fba-8e94e8fb5a2b\", \"84513467-57d9-4395-b69f-13b5e0d6f8b3\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 1.407}, \"23283\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-11-12 19:48:32.000000+00:00\", \"2021-06-17 23:33:05.000000+00:00\"], \"session_ids\": [\"6aa34d4c-d2dd-457b-9f68-bcdfb76e8ba5\", \"c43a8ae2-347d-44bd-bca0-02bfa3583289\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 5.129}, \"49512\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-21 07:59:00.000000+00:00\", \"2019-05-01 03:52:36.000000+00:00\", \"2020-09-28 18:43:28.000000+00:00\", \"2022-02-16 20:19:56.000000+00:00\", \"2022-12-07 00:11:36.000000+00:00\", \"2020-08-05 13:26:48.000000+00:00\", \"2022-11-21 06:43:54.000000+00:00\", \"2020-09-15 02:32:40.000000+00:00\", \"2022-02-24 15:54:58.000000+00:00\"], \"session_ids\": [\"906650f9-31dc-425b-b6e7-aa2ba7e40aa9\", \"f8d7f430-bb83-43cc-b620-8e5a1945b637\", \"be7be640-8aeb-41b0-8bef-c01a96432cc3\", \"01c6e5da-63e5-4f68-b8e5-efd1fbcdeaad\", \"2c03f27d-cef1-46ce-8f36-05b532c8fd51\", \"292934f1-f504-4669-8bc4-c7a8a1410b1e\", \"35264c5a-c3de-4555-8338-261503591d98\", \"ef4d3755-0f2d-4eeb-a658-b58b4788fffa\", \"f56f7eed-ee1e-4213-8ba7-27e7bcb5824d\"], \"total_duration\": 27621.0, \"total_sessions\": 9, \"mean_week_duration\": 146.92}, \"76741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-08 15:04:00.000000+00:00\", \"2019-09-30 19:52:15.000000+00:00\", \"2021-07-17 17:36:03.000000+00:00\", \"2023-03-02 13:04:46.000000+00:00\", \"2020-03-04 03:47:14.000000+00:00\", \"2020-08-07 02:07:56.000000+00:00\", \"2022-11-07 10:42:34.000000+00:00\"], \"session_ids\": [\"dcd802a9-2a50-44fe-bf55-538438013078\", \"cac38d57-07f0-4301-b4b9-2174ac1a6965\", \"92cbb38a-64ab-4e89-92a4-a4664cdd1a7b\", \"93b165f0-1946-46af-9115-6d4f1540a15b\", \"95ea373d-11e4-44b2-a04f-afc8a37a19cc\", \"c232bd8a-c078-4e15-aafd-8f1b4e1e9f4a\", \"581e465e-0358-4400-b5ed-08ce0b545f59\"], \"total_duration\": 83.0, \"total_sessions\": 7, \"mean_week_duration\": 0.464}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to total_sessions attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"44740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-17 10:53:56.000000+00:00\", \"2022-04-23 20:45:52.000000+00:00\"], \"session_ids\": [\"48d8c680-10ac-4e88-a456-37e010ac4c72\", \"84da6aba-2c82-4f2f-9248-9f64908ffdf2\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 5.105}}, {\"32532\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2020-09-19 08:16:14.000000+00:00\", \"2022-06-21 13:11:10.000000+00:00\"], \"session_ids\": [\"ffdb81c8-31ea-4848-b6f8-fef9eac8c06a\", \"0d9b0c51-9462-41b9-9e98-8e5110613d91\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 1.674}}, {\"13735\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2019-11-28 11:05:15.000000+00:00\", \"2020-06-02 16:33:18.000000+00:00\"], \"session_ids\": [\"d416e617-0253-4977-921a-8a65649e7344\", \"f6727c4c-1fc7-4f54-9860-7de7b734c6df\"], \"total_duration\": 473.0, \"total_sessions\": 2, \"mean_week_duration\": 17.519}}, {\"48621\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-10-01 00:27:51.000000+00:00\", \"2022-03-28 01:43:19.000000+00:00\"], \"session_ids\": [\"752a569f-e0c3-4c62-8fba-8e94e8fb5a2b\", \"84513467-57d9-4395-b69f-13b5e0d6f8b3\"], \"total_duration\": 38.0, \"total_sessions\": 2, \"mean_week_duration\": 1.407}}, {\"23283\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2020-11-12 19:48:32.000000+00:00\", \"2021-06-17 23:33:05.000000+00:00\"], \"session_ids\": [\"6aa34d4c-d2dd-457b-9f68-bcdfb76e8ba5\", \"c43a8ae2-347d-44bd-bca0-02bfa3583289\"], \"total_duration\": 159.0, \"total_sessions\": 2, \"mean_week_duration\": 5.129}}, {\"57078\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-02 00:40:03.000000+00:00\", \"2023-05-23 10:28:09.000000+00:00\", \"2022-04-26 22:58:48.000000+00:00\"], \"session_ids\": [\"771192cd-d1ea-427f-9d43-a3f5bc5c8ab3\", \"e3b906fc-1593-43dc-ba78-8d9fa641ffaf\", \"c0db4894-6cf1-4edd-957e-7557526a5aeb\"], \"total_duration\": 122.0, \"total_sessions\": 3, \"mean_week_duration\": 2.179}}, {\"55521\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-03-24 22:12:31.000000+00:00\", \"2021-01-16 14:46:17.000000+00:00\", \"2023-06-22 14:36:39.000000+00:00\"], \"session_ids\": [\"5a230bed-a47a-44df-94ec-ad1e3bc1b179\", \"610f4ed2-b51b-4b82-ba35-c37c300565a5\", \"314bef3a-42a3-4b15-a3a3-768f3636afcd\"], \"total_duration\": 195.0, \"total_sessions\": 3, \"mean_week_duration\": 1.535}}, {\"43917\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-03-08 18:28:55.000000+00:00\", \"2020-05-24 08:13:00.000000+00:00\", \"2023-04-17 14:31:15.000000+00:00\", \"2020-11-21 22:51:32.000000+00:00\", \"2020-12-28 19:12:46.000000+00:00\"], \"session_ids\": [\"49dd4d09-e5ef-4967-b16e-6067d3420431\", \"78be961a-1db8-46cc-90c2-329e117a75b9\", \"261a106e-0163-41c4-9ab4-7b8394cbdb1e\", \"af307632-392b-4041-bea1-11830e6e06ed\", \"2f4f17a2-3fde-4f8e-b056-0a1eb33037ff\"], \"total_duration\": 568.0, \"total_sessions\": 5, \"mean_week_duration\": 3.737}}, {\"76741\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-10-08 15:04:00.000000+00:00\", \"2019-09-30 19:52:15.000000+00:00\", \"2021-07-17 17:36:03.000000+00:00\", \"2023-03-02 13:04:46.000000+00:00\", \"2020-03-04 03:47:14.000000+00:00\", \"2020-08-07 02:07:56.000000+00:00\", \"2022-11-07 10:42:34.000000+00:00\"], \"session_ids\": [\"dcd802a9-2a50-44fe-bf55-538438013078\", \"cac38d57-07f0-4301-b4b9-2174ac1a6965\", \"92cbb38a-64ab-4e89-92a4-a4664cdd1a7b\", \"93b165f0-1946-46af-9115-6d4f1540a15b\", \"95ea373d-11e4-44b2-a04f-afc8a37a19cc\", \"c232bd8a-c078-4e15-aafd-8f1b4e1e9f4a\", \"581e465e-0358-4400-b5ed-08ce0b545f59\"], \"total_duration\": 83.0, \"total_sessions\": 7, \"mean_week_duration\": 0.464}}, {\"49512\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-21 07:59:00.000000+00:00\", \"2019-05-01 03:52:36.000000+00:00\", \"2020-09-28 18:43:28.000000+00:00\", \"2022-02-16 20:19:56.000000+00:00\", \"2022-12-07 00:11:36.000000+00:00\", \"2020-08-05 13:26:48.000000+00:00\", \"2022-11-21 06:43:54.000000+00:00\", \"2020-09-15 02:32:40.000000+00:00\", \"2022-02-24 15:54:58.000000+00:00\"], \"session_ids\": [\"906650f9-31dc-425b-b6e7-aa2ba7e40aa9\", \"f8d7f430-bb83-43cc-b620-8e5a1945b637\", \"be7be640-8aeb-41b0-8bef-c01a96432cc3\", \"01c6e5da-63e5-4f68-b8e5-efd1fbcdeaad\", \"2c03f27d-cef1-46ce-8f36-05b532c8fd51\", \"292934f1-f504-4669-8bc4-c7a8a1410b1e\", \"35264c5a-c3de-4555-8338-261503591d98\", \"ef4d3755-0f2d-4eeb-a658-b58b4788fffa\", \"f56f7eed-ee1e-4213-8ba7-27e7bcb5824d\"], \"total_duration\": 27621.0, \"total_sessions\": 9, \"mean_week_duration\": 146.92}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 1 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"44740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-17 10:53:56.000000+00:00\", \"2022-04-23 20:45:52.000000+00:00\"], \"session_ids\": [\"48d8c680-10ac-4e88-a456-37e010ac4c72\", \"84da6aba-2c82-4f2f-9248-9f64908ffdf2\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 5.105}}]\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[{\"44740\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-12-17 10:53:56.000000+00:00\", \"2022-04-23 20:45:52.000000+00:00\"], \"session_ids\": [\"48d8c680-10ac-4e88-a456-37e010ac4c72\", \"84da6aba-2c82-4f2f-9248-9f64908ffdf2\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 5.105}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 6 users I can't find living in cities Tegucigalpa, Prague, Dubai in addition implement sorting by median of duration of sessions per week asc in addition keep only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52365\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-22 01:46:46.000000+00:00\", \"2020-01-23 12:32:27.000000+00:00\"], \"session_ids\": [\"eb595970-9db0-4558-baf2-3a96b44a8699\", \"7b0f1724-e209-48b1-8aa4-bfa1f883c756\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.2}, \"20808\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-09-10 21:04:23.000000+00:00\", \"2022-05-12 11:42:23.000000+00:00\"], \"session_ids\": [\"b9764dcc-67d8-4077-9519-28950968f02b\", \"9242c2d6-6bde-43cb-8bdc-a15842cda620\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 1.536}, \"88065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-05 18:47:23.000000+00:00\", \"2022-03-03 10:44:53.000000+00:00\", \"2020-03-01 07:56:13.000000+00:00\", \"2020-09-20 13:57:25.000000+00:00\", \"2019-01-20 10:27:27.000000+00:00\", \"2023-04-04 01:30:06.000000+00:00\"], \"session_ids\": [\"f2d89277-3567-4b93-8203-ca30a7aa5e1b\", \"1721cf38-4f4d-4b65-8c13-64af3d2afc82\", \"fe36e990-8311-4118-8714-a711d70b14fa\", \"5ec9de55-0be7-45de-9306-9f398b10f183\", \"6315671e-7989-4313-acff-d1f2e3e52397\", \"242407d9-e105-4116-a014-327e04d49ab5\"], \"total_duration\": 3475.0, \"total_sessions\": 6, \"mean_week_duration\": 15.795}, \"36036\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-21 11:39:42.000000+00:00\", \"2019-11-27 12:48:25.000000+00:00\", \"2023-04-06 04:14:25.000000+00:00\"], \"session_ids\": [\"20fb5011-209b-46a7-bdc2-28d9c54cd0d4\", \"2bda6cc2-f2b6-42b4-a325-da594f543fa1\", \"77ce6342-fe0e-4a8f-a491-e176dd1fbec0\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 0.257}, \"99839\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-06-04 02:37:00.000000+00:00\", \"2020-09-29 01:43:53.000000+00:00\"], \"session_ids\": [\"136630ef-9d16-460a-abe9-236191fefdc6\", \"221d9899-1002-45a0-970b-abe2ec15aa6c\"], \"total_duration\": 92.0, \"total_sessions\": 2, \"mean_week_duration\": 0.657}, \"57729\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-23 02:00:33.000000+00:00\", \"2019-06-10 09:14:14.000000+00:00\"], \"session_ids\": [\"2bb852bd-4e06-4af5-ac9c-f19d00c9d047\", \"9be7afe7-8e1d-435e-8eaf-816cb29c9bfe\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 30.091}, \"11207\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-27 10:21:33.000000+00:00\", \"2021-05-18 15:52:55.000000+00:00\", \"2019-10-17 02:19:43.000000+00:00\", \"2022-07-19 17:18:57.000000+00:00\", \"2021-06-26 03:19:30.000000+00:00\", \"2021-11-20 18:12:39.000000+00:00\", \"2019-11-18 05:13:07.000000+00:00\", \"2021-08-31 23:42:45.000000+00:00\", \"2021-06-21 03:29:38.000000+00:00\"], \"session_ids\": [\"fbb91b22-7205-451d-a8cc-8bd15337be83\", \"f0c521f8-897f-4679-b072-c24aef5c580e\", \"bc058cd2-4a68-4efc-90a2-10a388a2fded\", \"5df0f99c-d5a3-4485-a55f-75e1574abfd3\", \"125c5c1c-cd7c-4cf7-a841-c092663357f6\", \"a43cff67-1091-40da-ae6c-60abf9765a78\", \"cca8db81-0226-44f5-8bd1-9ae9642b5b98\", \"299c4d17-ac53-4520-99a8-faec5ee12f3b\", \"cee36527-d862-4940-8d11-795c00be5140\"], \"total_duration\": 8304.0, \"total_sessions\": 9, \"mean_week_duration\": 43.937}, \"2812\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-06-16 15:24:24.000000+00:00\", \"2023-02-01 21:20:32.000000+00:00\", \"2021-07-21 12:03:04.000000+00:00\"], \"session_ids\": [\"3adf4bd1-3c06-48f0-8e27-ebfcf5e8ecdf\", \"45fe1f3f-20b8-4e1c-b55e-07e122e07ce3\", \"56762b30-c285-4f82-81d3-230433bbc5f4\"], \"total_duration\": 726.0, \"total_sessions\": 3, \"mean_week_duration\": 8.541}, \"67470\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-04 06:15:36.000000+00:00\", \"2023-04-15 08:38:12.000000+00:00\", \"2021-03-07 19:11:27.000000+00:00\", \"2019-08-29 13:21:46.000000+00:00\", \"2022-08-19 18:44:38.000000+00:00\", \"2023-05-13 05:52:23.000000+00:00\", \"2022-04-03 17:34:01.000000+00:00\", \"2021-08-08 01:09:07.000000+00:00\", \"2020-02-26 21:10:38.000000+00:00\", \"2019-08-20 14:38:19.000000+00:00\"], \"session_ids\": [\"fa54d00e-ad5c-4043-86f8-df825f3a6d97\", \"e66745c7-888c-4fd9-ba02-0d12da5a2f0e\", \"76052e5d-9c43-419b-8825-de0f7166bb2a\", \"f283d859-2c01-4084-a651-422477999f94\", \"89b12257-fcb1-4bfc-8cc5-6a4f5a1a3602\", \"bf1e3d22-0fde-4e42-9e65-b7310983e1d4\", \"2358ebf4-e70d-43d1-9026-dd7654a633f5\", \"7f3e198b-68a7-41e7-9ae6-19738f6784af\", \"4978d23d-12c6-4278-9566-5b2d52a1014b\", \"d70a3d63-b7fe-4eba-bfdb-28104cd819e7\"], \"total_duration\": 12459.0, \"total_sessions\": 10, \"mean_week_duration\": 56.89}, \"1334\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-01 02:06:40.000000+00:00\", \"2021-08-24 20:58:06.000000+00:00\", \"2021-12-03 14:42:48.000000+00:00\", \"2023-02-01 02:45:02.000000+00:00\", \"2021-02-14 06:41:44.000000+00:00\", \"2021-06-03 03:48:47.000000+00:00\", \"2020-04-22 23:21:47.000000+00:00\"], \"session_ids\": [\"46f42337-dfce-4e25-a8b8-45beac2a6887\", \"efc5460e-6b60-47b1-bc27-b13d1a279355\", \"ffa88229-edb0-4781-95b1-319f41478f57\", \"69ceacb9-a1a7-4c97-aac8-5794d62381db\", \"ee0e526d-ddca-4640-a94c-66fce6e98a49\", \"476f17be-20e6-4972-852d-4c807cbb7db6\", \"b0507b07-876f-4f87-9daf-4e3a9709ca0a\"], \"total_duration\": 5488.0, \"total_sessions\": 7, \"mean_week_duration\": 35.636}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Tegucigalpa, Prague, Dubai"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Tegucigalpa\", \"Prague\", \"Dubai\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"52365\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-22 01:46:46.000000+00:00\", \"2020-01-23 12:32:27.000000+00:00\"], \"session_ids\": [\"eb595970-9db0-4558-baf2-3a96b44a8699\", \"7b0f1724-e209-48b1-8aa4-bfa1f883c756\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.2}, \"20808\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-09-10 21:04:23.000000+00:00\", \"2022-05-12 11:42:23.000000+00:00\"], \"session_ids\": [\"b9764dcc-67d8-4077-9519-28950968f02b\", \"9242c2d6-6bde-43cb-8bdc-a15842cda620\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 1.536}, \"88065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-05 18:47:23.000000+00:00\", \"2022-03-03 10:44:53.000000+00:00\", \"2020-03-01 07:56:13.000000+00:00\", \"2020-09-20 13:57:25.000000+00:00\", \"2019-01-20 10:27:27.000000+00:00\", \"2023-04-04 01:30:06.000000+00:00\"], \"session_ids\": [\"f2d89277-3567-4b93-8203-ca30a7aa5e1b\", \"1721cf38-4f4d-4b65-8c13-64af3d2afc82\", \"fe36e990-8311-4118-8714-a711d70b14fa\", \"5ec9de55-0be7-45de-9306-9f398b10f183\", \"6315671e-7989-4313-acff-d1f2e3e52397\", \"242407d9-e105-4116-a014-327e04d49ab5\"], \"total_duration\": 3475.0, \"total_sessions\": 6, \"mean_week_duration\": 15.795}, \"36036\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-21 11:39:42.000000+00:00\", \"2019-11-27 12:48:25.000000+00:00\", \"2023-04-06 04:14:25.000000+00:00\"], \"session_ids\": [\"20fb5011-209b-46a7-bdc2-28d9c54cd0d4\", \"2bda6cc2-f2b6-42b4-a325-da594f543fa1\", \"77ce6342-fe0e-4a8f-a491-e176dd1fbec0\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 0.257}, \"57729\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-23 02:00:33.000000+00:00\", \"2019-06-10 09:14:14.000000+00:00\"], \"session_ids\": [\"2bb852bd-4e06-4af5-ac9c-f19d00c9d047\", \"9be7afe7-8e1d-435e-8eaf-816cb29c9bfe\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 30.091}, \"11207\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-27 10:21:33.000000+00:00\", \"2021-05-18 15:52:55.000000+00:00\", \"2019-10-17 02:19:43.000000+00:00\", \"2022-07-19 17:18:57.000000+00:00\", \"2021-06-26 03:19:30.000000+00:00\", \"2021-11-20 18:12:39.000000+00:00\", \"2019-11-18 05:13:07.000000+00:00\", \"2021-08-31 23:42:45.000000+00:00\", \"2021-06-21 03:29:38.000000+00:00\"], \"session_ids\": [\"fbb91b22-7205-451d-a8cc-8bd15337be83\", \"f0c521f8-897f-4679-b072-c24aef5c580e\", \"bc058cd2-4a68-4efc-90a2-10a388a2fded\", \"5df0f99c-d5a3-4485-a55f-75e1574abfd3\", \"125c5c1c-cd7c-4cf7-a841-c092663357f6\", \"a43cff67-1091-40da-ae6c-60abf9765a78\", \"cca8db81-0226-44f5-8bd1-9ae9642b5b98\", \"299c4d17-ac53-4520-99a8-faec5ee12f3b\", \"cee36527-d862-4940-8d11-795c00be5140\"], \"total_duration\": 8304.0, \"total_sessions\": 9, \"mean_week_duration\": 43.937}, \"2812\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-06-16 15:24:24.000000+00:00\", \"2023-02-01 21:20:32.000000+00:00\", \"2021-07-21 12:03:04.000000+00:00\"], \"session_ids\": [\"3adf4bd1-3c06-48f0-8e27-ebfcf5e8ecdf\", \"45fe1f3f-20b8-4e1c-b55e-07e122e07ce3\", \"56762b30-c285-4f82-81d3-230433bbc5f4\"], \"total_duration\": 726.0, \"total_sessions\": 3, \"mean_week_duration\": 8.541}, \"67470\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-04 06:15:36.000000+00:00\", \"2023-04-15 08:38:12.000000+00:00\", \"2021-03-07 19:11:27.000000+00:00\", \"2019-08-29 13:21:46.000000+00:00\", \"2022-08-19 18:44:38.000000+00:00\", \"2023-05-13 05:52:23.000000+00:00\", \"2022-04-03 17:34:01.000000+00:00\", \"2021-08-08 01:09:07.000000+00:00\", \"2020-02-26 21:10:38.000000+00:00\", \"2019-08-20 14:38:19.000000+00:00\"], \"session_ids\": [\"fa54d00e-ad5c-4043-86f8-df825f3a6d97\", \"e66745c7-888c-4fd9-ba02-0d12da5a2f0e\", \"76052e5d-9c43-419b-8825-de0f7166bb2a\", \"f283d859-2c01-4084-a651-422477999f94\", \"89b12257-fcb1-4bfc-8cc5-6a4f5a1a3602\", \"bf1e3d22-0fde-4e42-9e65-b7310983e1d4\", \"2358ebf4-e70d-43d1-9026-dd7654a633f5\", \"7f3e198b-68a7-41e7-9ae6-19738f6784af\", \"4978d23d-12c6-4278-9566-5b2d52a1014b\", \"d70a3d63-b7fe-4eba-bfdb-28104cd819e7\"], \"total_duration\": 12459.0, \"total_sessions\": 10, \"mean_week_duration\": 56.89}, \"1334\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-01 02:06:40.000000+00:00\", \"2021-08-24 20:58:06.000000+00:00\", \"2021-12-03 14:42:48.000000+00:00\", \"2023-02-01 02:45:02.000000+00:00\", \"2021-02-14 06:41:44.000000+00:00\", \"2021-06-03 03:48:47.000000+00:00\", \"2020-04-22 23:21:47.000000+00:00\"], \"session_ids\": [\"46f42337-dfce-4e25-a8b8-45beac2a6887\", \"efc5460e-6b60-47b1-bc27-b13d1a279355\", \"ffa88229-edb0-4781-95b1-319f41478f57\", \"69ceacb9-a1a7-4c97-aac8-5794d62381db\", \"ee0e526d-ddca-4640-a94c-66fce6e98a49\", \"476f17be-20e6-4972-852d-4c807cbb7db6\", \"b0507b07-876f-4f87-9daf-4e3a9709ca0a\"], \"total_duration\": 5488.0, \"total_sessions\": 7, \"mean_week_duration\": 35.636}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data according to mean_week_duration attribute ascendingly."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"52365\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-22 01:46:46.000000+00:00\", \"2020-01-23 12:32:27.000000+00:00\"], \"session_ids\": [\"eb595970-9db0-4558-baf2-3a96b44a8699\", \"7b0f1724-e209-48b1-8aa4-bfa1f883c756\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.2}}, {\"36036\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-21 11:39:42.000000+00:00\", \"2019-11-27 12:48:25.000000+00:00\", \"2023-04-06 04:14:25.000000+00:00\"], \"session_ids\": [\"20fb5011-209b-46a7-bdc2-28d9c54cd0d4\", \"2bda6cc2-f2b6-42b4-a325-da594f543fa1\", \"77ce6342-fe0e-4a8f-a491-e176dd1fbec0\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 0.257}}, {\"20808\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-09-10 21:04:23.000000+00:00\", \"2022-05-12 11:42:23.000000+00:00\"], \"session_ids\": [\"b9764dcc-67d8-4077-9519-28950968f02b\", \"9242c2d6-6bde-43cb-8bdc-a15842cda620\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 1.536}}, {\"2812\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-06-16 15:24:24.000000+00:00\", \"2023-02-01 21:20:32.000000+00:00\", \"2021-07-21 12:03:04.000000+00:00\"], \"session_ids\": [\"3adf4bd1-3c06-48f0-8e27-ebfcf5e8ecdf\", \"45fe1f3f-20b8-4e1c-b55e-07e122e07ce3\", \"56762b30-c285-4f82-81d3-230433bbc5f4\"], \"total_duration\": 726.0, \"total_sessions\": 3, \"mean_week_duration\": 8.541}}, {\"88065\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Belize City\", \"datetimes\": [\"2022-06-05 18:47:23.000000+00:00\", \"2022-03-03 10:44:53.000000+00:00\", \"2020-03-01 07:56:13.000000+00:00\", \"2020-09-20 13:57:25.000000+00:00\", \"2019-01-20 10:27:27.000000+00:00\", \"2023-04-04 01:30:06.000000+00:00\"], \"session_ids\": [\"f2d89277-3567-4b93-8203-ca30a7aa5e1b\", \"1721cf38-4f4d-4b65-8c13-64af3d2afc82\", \"fe36e990-8311-4118-8714-a711d70b14fa\", \"5ec9de55-0be7-45de-9306-9f398b10f183\", \"6315671e-7989-4313-acff-d1f2e3e52397\", \"242407d9-e105-4116-a014-327e04d49ab5\"], \"total_duration\": 3475.0, \"total_sessions\": 6, \"mean_week_duration\": 15.795}}, {\"57729\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-08-23 02:00:33.000000+00:00\", \"2019-06-10 09:14:14.000000+00:00\"], \"session_ids\": [\"2bb852bd-4e06-4af5-ac9c-f19d00c9d047\", \"9be7afe7-8e1d-435e-8eaf-816cb29c9bfe\"], \"total_duration\": 331.0, \"total_sessions\": 2, \"mean_week_duration\": 30.091}}, {\"1334\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-04-01 02:06:40.000000+00:00\", \"2021-08-24 20:58:06.000000+00:00\", \"2021-12-03 14:42:48.000000+00:00\", \"2023-02-01 02:45:02.000000+00:00\", \"2021-02-14 06:41:44.000000+00:00\", \"2021-06-03 03:48:47.000000+00:00\", \"2020-04-22 23:21:47.000000+00:00\"], \"session_ids\": [\"46f42337-dfce-4e25-a8b8-45beac2a6887\", \"efc5460e-6b60-47b1-bc27-b13d1a279355\", \"ffa88229-edb0-4781-95b1-319f41478f57\", \"69ceacb9-a1a7-4c97-aac8-5794d62381db\", \"ee0e526d-ddca-4640-a94c-66fce6e98a49\", \"476f17be-20e6-4972-852d-4c807cbb7db6\", \"b0507b07-876f-4f87-9daf-4e3a9709ca0a\"], \"total_duration\": 5488.0, \"total_sessions\": 7, \"mean_week_duration\": 35.636}}, {\"11207\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-27 10:21:33.000000+00:00\", \"2021-05-18 15:52:55.000000+00:00\", \"2019-10-17 02:19:43.000000+00:00\", \"2022-07-19 17:18:57.000000+00:00\", \"2021-06-26 03:19:30.000000+00:00\", \"2021-11-20 18:12:39.000000+00:00\", \"2019-11-18 05:13:07.000000+00:00\", \"2021-08-31 23:42:45.000000+00:00\", \"2021-06-21 03:29:38.000000+00:00\"], \"session_ids\": [\"fbb91b22-7205-451d-a8cc-8bd15337be83\", \"f0c521f8-897f-4679-b072-c24aef5c580e\", \"bc058cd2-4a68-4efc-90a2-10a388a2fded\", \"5df0f99c-d5a3-4485-a55f-75e1574abfd3\", \"125c5c1c-cd7c-4cf7-a841-c092663357f6\", \"a43cff67-1091-40da-ae6c-60abf9765a78\", \"cca8db81-0226-44f5-8bd1-9ae9642b5b98\", \"299c4d17-ac53-4520-99a8-faec5ee12f3b\", \"cee36527-d862-4940-8d11-795c00be5140\"], \"total_duration\": 8304.0, \"total_sessions\": 9, \"mean_week_duration\": 43.937}}, {\"67470\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-03-04 06:15:36.000000+00:00\", \"2023-04-15 08:38:12.000000+00:00\", \"2021-03-07 19:11:27.000000+00:00\", \"2019-08-29 13:21:46.000000+00:00\", \"2022-08-19 18:44:38.000000+00:00\", \"2023-05-13 05:52:23.000000+00:00\", \"2022-04-03 17:34:01.000000+00:00\", \"2021-08-08 01:09:07.000000+00:00\", \"2020-02-26 21:10:38.000000+00:00\", \"2019-08-20 14:38:19.000000+00:00\"], \"session_ids\": [\"fa54d00e-ad5c-4043-86f8-df825f3a6d97\", \"e66745c7-888c-4fd9-ba02-0d12da5a2f0e\", \"76052e5d-9c43-419b-8825-de0f7166bb2a\", \"f283d859-2c01-4084-a651-422477999f94\", \"89b12257-fcb1-4bfc-8cc5-6a4f5a1a3602\", \"bf1e3d22-0fde-4e42-9e65-b7310983e1d4\", \"2358ebf4-e70d-43d1-9026-dd7654a633f5\", \"7f3e198b-68a7-41e7-9ae6-19738f6784af\", \"4978d23d-12c6-4278-9566-5b2d52a1014b\", \"d70a3d63-b7fe-4eba-bfdb-28104cd819e7\"], \"total_duration\": 12459.0, \"total_sessions\": 10, \"mean_week_duration\": 56.89}}]\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[{\"52365\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-22 01:46:46.000000+00:00\", \"2020-01-23 12:32:27.000000+00:00\"], \"session_ids\": [\"eb595970-9db0-4558-baf2-3a96b44a8699\", \"7b0f1724-e209-48b1-8aa4-bfa1f883c756\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.2}}, {\"36036\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-21 11:39:42.000000+00:00\", \"2019-11-27 12:48:25.000000+00:00\", \"2023-04-06 04:14:25.000000+00:00\"], \"session_ids\": [\"20fb5011-209b-46a7-bdc2-28d9c54cd0d4\", \"2bda6cc2-f2b6-42b4-a325-da594f543fa1\", \"77ce6342-fe0e-4a8f-a491-e176dd1fbec0\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 0.257}}, {\"20808\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-09-10 21:04:23.000000+00:00\", \"2022-05-12 11:42:23.000000+00:00\"], \"session_ids\": [\"b9764dcc-67d8-4077-9519-28950968f02b\", \"9242c2d6-6bde-43cb-8bdc-a15842cda620\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 1.536}}]\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[{\"52365\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-04-22 01:46:46.000000+00:00\", \"2020-01-23 12:32:27.000000+00:00\"], \"session_ids\": [\"eb595970-9db0-4558-baf2-3a96b44a8699\", \"7b0f1724-e209-48b1-8aa4-bfa1f883c756\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.2}}, {\"36036\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-10-21 11:39:42.000000+00:00\", \"2019-11-27 12:48:25.000000+00:00\", \"2023-04-06 04:14:25.000000+00:00\"], \"session_ids\": [\"20fb5011-209b-46a7-bdc2-28d9c54cd0d4\", \"2bda6cc2-f2b6-42b4-a325-da594f543fa1\", \"77ce6342-fe0e-4a8f-a491-e176dd1fbec0\"], \"total_duration\": 45.0, \"total_sessions\": 3, \"mean_week_duration\": 0.257}}, {\"20808\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Oslo\", \"datetimes\": [\"2019-09-10 21:04:23.000000+00:00\", \"2022-05-12 11:42:23.000000+00:00\"], \"session_ids\": [\"b9764dcc-67d8-4077-9519-28950968f02b\", \"9242c2d6-6bde-43cb-8bdc-a15842cda620\"], \"total_duration\": 215.0, \"total_sessions\": 2, \"mean_week_duration\": 1.536}}]\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 6 users with a total time using the app that is lower than 824, exclusive 824 in addition put to use sorting by median of duration of sessions per week in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50002\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-01-06 05:45:15.000000+00:00\", \"2021-05-29 03:11:35.000000+00:00\", \"2021-04-18 15:23:46.000000+00:00\", \"2022-12-18 19:58:25.000000+00:00\", \"2022-02-03 18:55:27.000000+00:00\"], \"session_ids\": [\"1e0ea73f-cea4-421e-8b65-ddfb2aa48894\", \"02dbd07c-c5ae-4b59-bd22-7b9a877c834d\", \"05c8d6cd-4652-400d-a5a7-e9cc9125d12c\", \"e35c5f33-91f7-40cf-875d-7b4f2c0f2739\", \"890d3c59-9a91-4eec-9866-3435b6a43960\"], \"total_duration\": 315.0, \"total_sessions\": 5, \"mean_week_duration\": 3.088}, \"15774\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-24 14:51:22.000000+00:00\", \"2023-02-28 18:59:43.000000+00:00\"], \"session_ids\": [\"0dc0ce74-f4db-47ed-a901-964f644e2835\", \"a1868cbb-faa0-44b9-9374-a69a888bb7dc\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 8.052}, \"14207\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 9, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-13 01:12:22.000000+00:00\", \"2020-09-05 02:57:58.000000+00:00\"], \"session_ids\": [\"ff45b9bb-4da4-40ee-98c8-12a00f1d1c19\", \"b1e4b603-5b13-4525-a200-ec79098efbe6\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.612}, \"28439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-20 08:01:28.000000+00:00\", \"2022-08-03 18:02:55.000000+00:00\"], \"session_ids\": [\"faefc328-635e-4402-be48-d3b748fca96f\", \"c4b86eb2-698a-4179-810b-03774c8c74a7\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.387}, \"76409\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-18 01:57:23.000000+00:00\", \"2021-06-15 02:37:11.000000+00:00\"], \"session_ids\": [\"e7be9d42-9aed-4d28-9614-66c2b40247b5\", \"bbf5c3fa-a424-40ad-a868-1725251ea84a\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 7.9}, \"9014\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-26 01:51:27.000000+00:00\", \"2022-09-05 16:22:59.000000+00:00\"], \"session_ids\": [\"6eaced7f-2542-476e-9330-9183512471ec\", \"bf330e34-1352-463d-95d9-866dd6aa8550\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 7.034}, \"98234\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-01-08 02:48:29.000000+00:00\", \"2019-05-06 13:59:22.000000+00:00\"], \"session_ids\": [\"6b180d6c-43bd-40d8-845e-5df8cab9d439\", \"e6d7ec7d-93a6-48fd-9f1f-592df6de0076\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.114}, \"92138\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-25 09:26:20.000000+00:00\", \"2022-03-01 01:17:09.000000+00:00\"], \"session_ids\": [\"ad49e4b9-52ea-43fe-9c8a-d8c0f1de716e\", \"0616dcde-eea7-4149-addf-c37ab332a551\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 3.478}, \"96591\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-02-23 00:07:19.000000+00:00\", \"2021-07-29 16:29:27.000000+00:00\", \"2019-09-30 00:29:55.000000+00:00\"], \"session_ids\": [\"bce0b6f6-e6c4-4a07-92ed-2bfd769cd920\", \"a6692277-9264-4b7d-89f1-8405e2bad700\", \"66befdd3-a3f7-45a9-8ee7-0e1665f259cd\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 1.197}, \"51577\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-08-23 08:55:55.000000+00:00\", \"2021-06-24 18:28:47.000000+00:00\", \"2021-06-27 11:58:23.000000+00:00\", \"2021-09-28 16:17:06.000000+00:00\", \"2019-11-01 03:54:39.000000+00:00\", \"2022-10-05 03:54:34.000000+00:00\", \"2021-12-07 22:58:35.000000+00:00\", \"2019-06-15 15:08:50.000000+00:00\"], \"session_ids\": [\"11cf6339-3232-4f5a-902f-d78e60734ebe\", \"c6ce38f9-06c3-41ba-8591-eea27dbedd15\", \"c811ca24-6dcb-4353-aedf-8300b5b450e5\", \"22a1ae19-1615-44ae-ae3e-a2efcd35b500\", \"7d7eab03-4e16-446f-beb1-b029cf28ceba\", \"c80c3d54-ff38-480d-8721-147f5ab1eae4\", \"d8ceb3bf-2ab9-45b5-875a-ea0a81f0af4a\", \"597c7eae-7f13-495f-b2b5-43a576387c4f\"], \"total_duration\": 81.0, \"total_sessions\": 8, \"mean_week_duration\": 0.468}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are less than 824"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[824, 2877]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50002\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-01-06 05:45:15.000000+00:00\", \"2021-05-29 03:11:35.000000+00:00\", \"2021-04-18 15:23:46.000000+00:00\", \"2022-12-18 19:58:25.000000+00:00\", \"2022-02-03 18:55:27.000000+00:00\"], \"session_ids\": [\"1e0ea73f-cea4-421e-8b65-ddfb2aa48894\", \"02dbd07c-c5ae-4b59-bd22-7b9a877c834d\", \"05c8d6cd-4652-400d-a5a7-e9cc9125d12c\", \"e35c5f33-91f7-40cf-875d-7b4f2c0f2739\", \"890d3c59-9a91-4eec-9866-3435b6a43960\"], \"total_duration\": 315.0, \"total_sessions\": 5, \"mean_week_duration\": 3.088}, \"15774\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-24 14:51:22.000000+00:00\", \"2023-02-28 18:59:43.000000+00:00\"], \"session_ids\": [\"0dc0ce74-f4db-47ed-a901-964f644e2835\", \"a1868cbb-faa0-44b9-9374-a69a888bb7dc\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 8.052}, \"14207\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 9, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-13 01:12:22.000000+00:00\", \"2020-09-05 02:57:58.000000+00:00\"], \"session_ids\": [\"ff45b9bb-4da4-40ee-98c8-12a00f1d1c19\", \"b1e4b603-5b13-4525-a200-ec79098efbe6\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.612}, \"28439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-20 08:01:28.000000+00:00\", \"2022-08-03 18:02:55.000000+00:00\"], \"session_ids\": [\"faefc328-635e-4402-be48-d3b748fca96f\", \"c4b86eb2-698a-4179-810b-03774c8c74a7\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.387}, \"76409\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-18 01:57:23.000000+00:00\", \"2021-06-15 02:37:11.000000+00:00\"], \"session_ids\": [\"e7be9d42-9aed-4d28-9614-66c2b40247b5\", \"bbf5c3fa-a424-40ad-a868-1725251ea84a\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 7.9}, \"9014\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-26 01:51:27.000000+00:00\", \"2022-09-05 16:22:59.000000+00:00\"], \"session_ids\": [\"6eaced7f-2542-476e-9330-9183512471ec\", \"bf330e34-1352-463d-95d9-866dd6aa8550\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 7.034}, \"98234\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-01-08 02:48:29.000000+00:00\", \"2019-05-06 13:59:22.000000+00:00\"], \"session_ids\": [\"6b180d6c-43bd-40d8-845e-5df8cab9d439\", \"e6d7ec7d-93a6-48fd-9f1f-592df6de0076\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.114}, \"92138\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-25 09:26:20.000000+00:00\", \"2022-03-01 01:17:09.000000+00:00\"], \"session_ids\": [\"ad49e4b9-52ea-43fe-9c8a-d8c0f1de716e\", \"0616dcde-eea7-4149-addf-c37ab332a551\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 3.478}, \"96591\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-02-23 00:07:19.000000+00:00\", \"2021-07-29 16:29:27.000000+00:00\", \"2019-09-30 00:29:55.000000+00:00\"], \"session_ids\": [\"bce0b6f6-e6c4-4a07-92ed-2bfd769cd920\", \"a6692277-9264-4b7d-89f1-8405e2bad700\", \"66befdd3-a3f7-45a9-8ee7-0e1665f259cd\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 1.197}, \"51577\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-08-23 08:55:55.000000+00:00\", \"2021-06-24 18:28:47.000000+00:00\", \"2021-06-27 11:58:23.000000+00:00\", \"2021-09-28 16:17:06.000000+00:00\", \"2019-11-01 03:54:39.000000+00:00\", \"2022-10-05 03:54:34.000000+00:00\", \"2021-12-07 22:58:35.000000+00:00\", \"2019-06-15 15:08:50.000000+00:00\"], \"session_ids\": [\"11cf6339-3232-4f5a-902f-d78e60734ebe\", \"c6ce38f9-06c3-41ba-8591-eea27dbedd15\", \"c811ca24-6dcb-4353-aedf-8300b5b450e5\", \"22a1ae19-1615-44ae-ae3e-a2efcd35b500\", \"7d7eab03-4e16-446f-beb1-b029cf28ceba\", \"c80c3d54-ff38-480d-8721-147f5ab1eae4\", \"d8ceb3bf-2ab9-45b5-875a-ea0a81f0af4a\", \"597c7eae-7f13-495f-b2b5-43a576387c4f\"], \"total_duration\": 81.0, \"total_sessions\": 8, \"mean_week_duration\": 0.468}}\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[{\"98234\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-01-08 02:48:29.000000+00:00\", \"2019-05-06 13:59:22.000000+00:00\"], \"session_ids\": [\"6b180d6c-43bd-40d8-845e-5df8cab9d439\", \"e6d7ec7d-93a6-48fd-9f1f-592df6de0076\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.114}}, {\"28439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-20 08:01:28.000000+00:00\", \"2022-08-03 18:02:55.000000+00:00\"], \"session_ids\": [\"faefc328-635e-4402-be48-d3b748fca96f\", \"c4b86eb2-698a-4179-810b-03774c8c74a7\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.387}}, {\"51577\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-08-23 08:55:55.000000+00:00\", \"2021-06-24 18:28:47.000000+00:00\", \"2021-06-27 11:58:23.000000+00:00\", \"2021-09-28 16:17:06.000000+00:00\", \"2019-11-01 03:54:39.000000+00:00\", \"2022-10-05 03:54:34.000000+00:00\", \"2021-12-07 22:58:35.000000+00:00\", \"2019-06-15 15:08:50.000000+00:00\"], \"session_ids\": [\"11cf6339-3232-4f5a-902f-d78e60734ebe\", \"c6ce38f9-06c3-41ba-8591-eea27dbedd15\", \"c811ca24-6dcb-4353-aedf-8300b5b450e5\", \"22a1ae19-1615-44ae-ae3e-a2efcd35b500\", \"7d7eab03-4e16-446f-beb1-b029cf28ceba\", \"c80c3d54-ff38-480d-8721-147f5ab1eae4\", \"d8ceb3bf-2ab9-45b5-875a-ea0a81f0af4a\", \"597c7eae-7f13-495f-b2b5-43a576387c4f\"], \"total_duration\": 81.0, \"total_sessions\": 8, \"mean_week_duration\": 0.468}}, {\"14207\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 9, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-13 01:12:22.000000+00:00\", \"2020-09-05 02:57:58.000000+00:00\"], \"session_ids\": [\"ff45b9bb-4da4-40ee-98c8-12a00f1d1c19\", \"b1e4b603-5b13-4525-a200-ec79098efbe6\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.612}}, {\"96591\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-02-23 00:07:19.000000+00:00\", \"2021-07-29 16:29:27.000000+00:00\", \"2019-09-30 00:29:55.000000+00:00\"], \"session_ids\": [\"bce0b6f6-e6c4-4a07-92ed-2bfd769cd920\", \"a6692277-9264-4b7d-89f1-8405e2bad700\", \"66befdd3-a3f7-45a9-8ee7-0e1665f259cd\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 1.197}}, {\"50002\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-01-06 05:45:15.000000+00:00\", \"2021-05-29 03:11:35.000000+00:00\", \"2021-04-18 15:23:46.000000+00:00\", \"2022-12-18 19:58:25.000000+00:00\", \"2022-02-03 18:55:27.000000+00:00\"], \"session_ids\": [\"1e0ea73f-cea4-421e-8b65-ddfb2aa48894\", \"02dbd07c-c5ae-4b59-bd22-7b9a877c834d\", \"05c8d6cd-4652-400d-a5a7-e9cc9125d12c\", \"e35c5f33-91f7-40cf-875d-7b4f2c0f2739\", \"890d3c59-9a91-4eec-9866-3435b6a43960\"], \"total_duration\": 315.0, \"total_sessions\": 5, \"mean_week_duration\": 3.088}}, {\"92138\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2020-05-25 09:26:20.000000+00:00\", \"2022-03-01 01:17:09.000000+00:00\"], \"session_ids\": [\"ad49e4b9-52ea-43fe-9c8a-d8c0f1de716e\", \"0616dcde-eea7-4149-addf-c37ab332a551\"], \"total_duration\": 320.0, \"total_sessions\": 2, \"mean_week_duration\": 3.478}}, {\"9014\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2023-03-26 01:51:27.000000+00:00\", \"2022-09-05 16:22:59.000000+00:00\"], \"session_ids\": [\"6eaced7f-2542-476e-9330-9183512471ec\", \"bf330e34-1352-463d-95d9-866dd6aa8550\"], \"total_duration\": 204.0, \"total_sessions\": 2, \"mean_week_duration\": 7.034}}, {\"76409\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-03-18 01:57:23.000000+00:00\", \"2021-06-15 02:37:11.000000+00:00\"], \"session_ids\": [\"e7be9d42-9aed-4d28-9614-66c2b40247b5\", \"bbf5c3fa-a424-40ad-a868-1725251ea84a\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 7.9}}, {\"15774\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-01-24 14:51:22.000000+00:00\", \"2023-02-28 18:59:43.000000+00:00\"], \"session_ids\": [\"0dc0ce74-f4db-47ed-a901-964f644e2835\", \"a1868cbb-faa0-44b9-9374-a69a888bb7dc\"], \"total_duration\": 467.0, \"total_sessions\": 2, \"mean_week_duration\": 8.052}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"98234\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-01-08 02:48:29.000000+00:00\", \"2019-05-06 13:59:22.000000+00:00\"], \"session_ids\": [\"6b180d6c-43bd-40d8-845e-5df8cab9d439\", \"e6d7ec7d-93a6-48fd-9f1f-592df6de0076\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.114}}, {\"28439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-20 08:01:28.000000+00:00\", \"2022-08-03 18:02:55.000000+00:00\"], \"session_ids\": [\"faefc328-635e-4402-be48-d3b748fca96f\", \"c4b86eb2-698a-4179-810b-03774c8c74a7\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.387}}, {\"51577\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-08-23 08:55:55.000000+00:00\", \"2021-06-24 18:28:47.000000+00:00\", \"2021-06-27 11:58:23.000000+00:00\", \"2021-09-28 16:17:06.000000+00:00\", \"2019-11-01 03:54:39.000000+00:00\", \"2022-10-05 03:54:34.000000+00:00\", \"2021-12-07 22:58:35.000000+00:00\", \"2019-06-15 15:08:50.000000+00:00\"], \"session_ids\": [\"11cf6339-3232-4f5a-902f-d78e60734ebe\", \"c6ce38f9-06c3-41ba-8591-eea27dbedd15\", \"c811ca24-6dcb-4353-aedf-8300b5b450e5\", \"22a1ae19-1615-44ae-ae3e-a2efcd35b500\", \"7d7eab03-4e16-446f-beb1-b029cf28ceba\", \"c80c3d54-ff38-480d-8721-147f5ab1eae4\", \"d8ceb3bf-2ab9-45b5-875a-ea0a81f0af4a\", \"597c7eae-7f13-495f-b2b5-43a576387c4f\"], \"total_duration\": 81.0, \"total_sessions\": 8, \"mean_week_duration\": 0.468}}, {\"14207\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 9, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-13 01:12:22.000000+00:00\", \"2020-09-05 02:57:58.000000+00:00\"], \"session_ids\": [\"ff45b9bb-4da4-40ee-98c8-12a00f1d1c19\", \"b1e4b603-5b13-4525-a200-ec79098efbe6\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.612}}, {\"96591\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-02-23 00:07:19.000000+00:00\", \"2021-07-29 16:29:27.000000+00:00\", \"2019-09-30 00:29:55.000000+00:00\"], \"session_ids\": [\"bce0b6f6-e6c4-4a07-92ed-2bfd769cd920\", \"a6692277-9264-4b7d-89f1-8405e2bad700\", \"66befdd3-a3f7-45a9-8ee7-0e1665f259cd\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 1.197}}, {\"50002\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-01-06 05:45:15.000000+00:00\", \"2021-05-29 03:11:35.000000+00:00\", \"2021-04-18 15:23:46.000000+00:00\", \"2022-12-18 19:58:25.000000+00:00\", \"2022-02-03 18:55:27.000000+00:00\"], \"session_ids\": [\"1e0ea73f-cea4-421e-8b65-ddfb2aa48894\", \"02dbd07c-c5ae-4b59-bd22-7b9a877c834d\", \"05c8d6cd-4652-400d-a5a7-e9cc9125d12c\", \"e35c5f33-91f7-40cf-875d-7b4f2c0f2739\", \"890d3c59-9a91-4eec-9866-3435b6a43960\"], \"total_duration\": 315.0, \"total_sessions\": 5, \"mean_week_duration\": 3.088}}]\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[{\"98234\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2022-01-08 02:48:29.000000+00:00\", \"2019-05-06 13:59:22.000000+00:00\"], \"session_ids\": [\"6b180d6c-43bd-40d8-845e-5df8cab9d439\", \"e6d7ec7d-93a6-48fd-9f1f-592df6de0076\"], \"total_duration\": 16.0, \"total_sessions\": 2, \"mean_week_duration\": 0.114}}, {\"28439\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-20 08:01:28.000000+00:00\", \"2022-08-03 18:02:55.000000+00:00\"], \"session_ids\": [\"faefc328-635e-4402-be48-d3b748fca96f\", \"c4b86eb2-698a-4179-810b-03774c8c74a7\"], \"total_duration\": 60.0, \"total_sessions\": 2, \"mean_week_duration\": 0.387}}, {\"51577\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Edinburgh\", \"datetimes\": [\"2020-08-23 08:55:55.000000+00:00\", \"2021-06-24 18:28:47.000000+00:00\", \"2021-06-27 11:58:23.000000+00:00\", \"2021-09-28 16:17:06.000000+00:00\", \"2019-11-01 03:54:39.000000+00:00\", \"2022-10-05 03:54:34.000000+00:00\", \"2021-12-07 22:58:35.000000+00:00\", \"2019-06-15 15:08:50.000000+00:00\"], \"session_ids\": [\"11cf6339-3232-4f5a-902f-d78e60734ebe\", \"c6ce38f9-06c3-41ba-8591-eea27dbedd15\", \"c811ca24-6dcb-4353-aedf-8300b5b450e5\", \"22a1ae19-1615-44ae-ae3e-a2efcd35b500\", \"7d7eab03-4e16-446f-beb1-b029cf28ceba\", \"c80c3d54-ff38-480d-8721-147f5ab1eae4\", \"d8ceb3bf-2ab9-45b5-875a-ea0a81f0af4a\", \"597c7eae-7f13-495f-b2b5-43a576387c4f\"], \"total_duration\": 81.0, \"total_sessions\": 8, \"mean_week_duration\": 0.468}}, {\"14207\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 9, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-08-13 01:12:22.000000+00:00\", \"2020-09-05 02:57:58.000000+00:00\"], \"session_ids\": [\"ff45b9bb-4da4-40ee-98c8-12a00f1d1c19\", \"b1e4b603-5b13-4525-a200-ec79098efbe6\"], \"total_duration\": 30.0, \"total_sessions\": 2, \"mean_week_duration\": 0.612}}, {\"96591\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-02-23 00:07:19.000000+00:00\", \"2021-07-29 16:29:27.000000+00:00\", \"2019-09-30 00:29:55.000000+00:00\"], \"session_ids\": [\"bce0b6f6-e6c4-4a07-92ed-2bfd769cd920\", \"a6692277-9264-4b7d-89f1-8405e2bad700\", \"66befdd3-a3f7-45a9-8ee7-0e1665f259cd\"], \"total_duration\": 152.0, \"total_sessions\": 3, \"mean_week_duration\": 1.197}}, {\"50002\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-01-06 05:45:15.000000+00:00\", \"2021-05-29 03:11:35.000000+00:00\", \"2021-04-18 15:23:46.000000+00:00\", \"2022-12-18 19:58:25.000000+00:00\", \"2022-02-03 18:55:27.000000+00:00\"], \"session_ids\": [\"1e0ea73f-cea4-421e-8b65-ddfb2aa48894\", \"02dbd07c-c5ae-4b59-bd22-7b9a877c834d\", \"05c8d6cd-4652-400d-a5a7-e9cc9125d12c\", \"e35c5f33-91f7-40cf-875d-7b4f2c0f2739\", \"890d3c59-9a91-4eec-9866-3435b6a43960\"], \"total_duration\": 315.0, \"total_sessions\": 5, \"mean_week_duration\": 3.088}}]\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": "Could you tell me about user with a site usage time that is strictly higher than 4731 and lower than 1500 , sort by time using the app ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70135\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-28 06:53:41.000000+00:00\", \"2022-08-21 14:10:50.000000+00:00\", \"2019-02-12 05:58:31.000000+00:00\"], \"session_ids\": [\"a2df5b2e-82f3-4341-9906-cf09de306b31\", \"dbf15629-d7f1-439f-97b1-1ecb99f42db4\", \"09b6faff-3df7-4849-acce-13322e4bbff8\"], \"total_duration\": 395.0, \"total_sessions\": 3, \"mean_week_duration\": 2.147}, \"32077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-11-29 19:23:18.000000+00:00\", \"2019-11-22 00:18:01.000000+00:00\", \"2020-10-06 15:33:20.000000+00:00\", \"2019-02-02 21:52:53.000000+00:00\", \"2021-08-18 16:27:20.000000+00:00\", \"2022-11-27 22:33:10.000000+00:00\", \"2020-03-21 07:53:50.000000+00:00\", \"2019-10-18 23:28:49.000000+00:00\", \"2020-09-24 17:35:34.000000+00:00\"], \"session_ids\": [\"2ee1c99b-af37-4440-91e2-990a5d84f60a\", \"e665995b-350d-4cfe-a374-11cf8b477677\", \"f12de8f5-4bd5-439d-ad21-2cf1aa8133d6\", \"660f45b6-1b2f-4a62-bd3e-b4bf4a14330e\", \"2aa27060-264e-4e15-92a0-1abba7227f9a\", \"a4434e76-2d70-45e3-a08c-76fd861e11c7\", \"1b75f2f8-843b-4a24-83c4-8664e9243158\", \"0de170b6-6fb3-4019-b7de-3d6526169f62\", \"c3a0110f-9855-4650-82a9-50c41ee1e318\"], \"total_duration\": 14991.0, \"total_sessions\": 9, \"mean_week_duration\": 74.955}, \"77596\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-14 22:41:13.000000+00:00\", \"2019-01-17 07:11:24.000000+00:00\"], \"session_ids\": [\"d81ef57d-1fe8-4341-bb71-e2e8f9f74935\", \"2f13487c-5b04-4764-91da-8aae970cbdef\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 0.793}, \"17154\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-24 18:44:32.000000+00:00\", \"2021-09-18 01:11:16.000000+00:00\"], \"session_ids\": [\"5f6eb4ce-e814-4469-8b8f-742bb80aacab\", \"68b5d69e-75cb-4b30-a824-8b05a161b009\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 21.19}, \"82717\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-03 15:54:29.000000+00:00\", \"2020-07-12 11:31:24.000000+00:00\", \"2020-11-25 06:12:30.000000+00:00\", \"2021-05-07 19:24:23.000000+00:00\", \"2020-10-23 04:46:47.000000+00:00\", \"2019-01-31 11:46:40.000000+00:00\", \"2020-07-27 13:38:16.000000+00:00\", \"2019-04-07 16:50:41.000000+00:00\", \"2019-04-20 07:19:56.000000+00:00\", \"2019-02-03 01:11:24.000000+00:00\"], \"session_ids\": [\"df66b859-4bb1-4059-bf10-1a02d904cecd\", \"a0d4465d-ed71-456d-8854-ddabbe5a8e3d\", \"aa96c181-11d3-4e38-8ec5-937e90515bf6\", \"68ff6a08-1aa0-4a22-bf29-68ea8f2d933d\", \"15ac0a48-a920-476c-9d94-e26819d0c1b6\", \"62fbd2f2-a248-44cb-af72-0df7ac457bd9\", \"8defd716-e6a0-4ad0-b7a3-d0fa32acea5d\", \"1292174b-4001-4aa5-b2d8-a0f5250a6bdc\", \"f18bb520-e834-4d3f-85d4-7e6ffd32e776\", \"09f0d5ce-e6f1-4c7a-90b8-bfb03f56a5a2\"], \"total_duration\": 16160.0, \"total_sessions\": 10, \"mean_week_duration\": 78.829}, \"48099\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-16 22:50:14.000000+00:00\", \"2019-02-24 17:15:48.000000+00:00\", \"2020-08-29 13:45:02.000000+00:00\"], \"session_ids\": [\"cd53cbb6-0867-40f4-a1f6-bf771b9d8fdc\", \"9d8bbd98-3bd2-4041-bb0f-8a058f89add8\", \"919c3d21-575f-4a7f-a49e-daf084beebdf\"], \"total_duration\": 705.0, \"total_sessions\": 3, \"mean_week_duration\": 3.615}, \"61716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-09-02 19:45:34.000000+00:00\", \"2020-10-29 23:40:57.000000+00:00\"], \"session_ids\": [\"e2a60a65-540d-450a-862f-955f36320f0d\", \"7ec4eb01-2b45-4954-aabc-ab89d2070759\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 2.083}, \"22010\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-10-16 22:21:03.000000+00:00\", \"2019-09-25 20:40:11.000000+00:00\"], \"session_ids\": [\"c73101a9-b724-4b13-a4fe-f7c205cbe13a\", \"285aaee6-3ece-44a4-9631-f7708901f7c2\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 1.778}, \"31650\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-17 03:11:16.000000+00:00\", \"2021-06-05 08:24:37.000000+00:00\", \"2021-01-17 18:16:29.000000+00:00\", \"2020-07-17 04:37:02.000000+00:00\", \"2020-11-02 14:46:05.000000+00:00\", \"2022-03-12 07:14:31.000000+00:00\"], \"session_ids\": [\"68308e8f-880c-42df-a0a4-7dafedd501ff\", \"f7501a85-bbfd-4933-997e-816ffb270ed6\", \"59f0117a-e83f-42ba-830c-a22ce3195691\", \"041c8c12-1dc5-47d2-a773-299281d19015\", \"db0f44b0-d118-4fd5-bbdc-d6041ac5f899\", \"44f9d345-e310-45dc-905f-13600770288d\"], \"total_duration\": 210.0, \"total_sessions\": 6, \"mean_week_duration\": 2.414}, \"11994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-28 00:39:28.000000+00:00\", \"2022-12-25 01:35:17.000000+00:00\"], \"session_ids\": [\"57134039-d1a4-48f1-9a10-93504544f851\", \"f36c4067-1f60-4c42-b57e-4d4964cbf334\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.638}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 1500 and are greater than 4731"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"total_duration\": [[1500, 4731]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"70135\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-28 06:53:41.000000+00:00\", \"2022-08-21 14:10:50.000000+00:00\", \"2019-02-12 05:58:31.000000+00:00\"], \"session_ids\": [\"a2df5b2e-82f3-4341-9906-cf09de306b31\", \"dbf15629-d7f1-439f-97b1-1ecb99f42db4\", \"09b6faff-3df7-4849-acce-13322e4bbff8\"], \"total_duration\": 395.0, \"total_sessions\": 3, \"mean_week_duration\": 2.147}, \"77596\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-14 22:41:13.000000+00:00\", \"2019-01-17 07:11:24.000000+00:00\"], \"session_ids\": [\"d81ef57d-1fe8-4341-bb71-e2e8f9f74935\", \"2f13487c-5b04-4764-91da-8aae970cbdef\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 0.793}, \"17154\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-24 18:44:32.000000+00:00\", \"2021-09-18 01:11:16.000000+00:00\"], \"session_ids\": [\"5f6eb4ce-e814-4469-8b8f-742bb80aacab\", \"68b5d69e-75cb-4b30-a824-8b05a161b009\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 21.19}, \"48099\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-16 22:50:14.000000+00:00\", \"2019-02-24 17:15:48.000000+00:00\", \"2020-08-29 13:45:02.000000+00:00\"], \"session_ids\": [\"cd53cbb6-0867-40f4-a1f6-bf771b9d8fdc\", \"9d8bbd98-3bd2-4041-bb0f-8a058f89add8\", \"919c3d21-575f-4a7f-a49e-daf084beebdf\"], \"total_duration\": 705.0, \"total_sessions\": 3, \"mean_week_duration\": 3.615}, \"61716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-09-02 19:45:34.000000+00:00\", \"2020-10-29 23:40:57.000000+00:00\"], \"session_ids\": [\"e2a60a65-540d-450a-862f-955f36320f0d\", \"7ec4eb01-2b45-4954-aabc-ab89d2070759\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 2.083}, \"22010\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-10-16 22:21:03.000000+00:00\", \"2019-09-25 20:40:11.000000+00:00\"], \"session_ids\": [\"c73101a9-b724-4b13-a4fe-f7c205cbe13a\", \"285aaee6-3ece-44a4-9631-f7708901f7c2\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 1.778}, \"31650\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-17 03:11:16.000000+00:00\", \"2021-06-05 08:24:37.000000+00:00\", \"2021-01-17 18:16:29.000000+00:00\", \"2020-07-17 04:37:02.000000+00:00\", \"2020-11-02 14:46:05.000000+00:00\", \"2022-03-12 07:14:31.000000+00:00\"], \"session_ids\": [\"68308e8f-880c-42df-a0a4-7dafedd501ff\", \"f7501a85-bbfd-4933-997e-816ffb270ed6\", \"59f0117a-e83f-42ba-830c-a22ce3195691\", \"041c8c12-1dc5-47d2-a773-299281d19015\", \"db0f44b0-d118-4fd5-bbdc-d6041ac5f899\", \"44f9d345-e310-45dc-905f-13600770288d\"], \"total_duration\": 210.0, \"total_sessions\": 6, \"mean_week_duration\": 2.414}, \"11994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-28 00:39:28.000000+00:00\", \"2022-12-25 01:35:17.000000+00:00\"], \"session_ids\": [\"57134039-d1a4-48f1-9a10-93504544f851\", \"f36c4067-1f60-4c42-b57e-4d4964cbf334\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.638}, \"32077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-11-29 19:23:18.000000+00:00\", \"2019-11-22 00:18:01.000000+00:00\", \"2020-10-06 15:33:20.000000+00:00\", \"2019-02-02 21:52:53.000000+00:00\", \"2021-08-18 16:27:20.000000+00:00\", \"2022-11-27 22:33:10.000000+00:00\", \"2020-03-21 07:53:50.000000+00:00\", \"2019-10-18 23:28:49.000000+00:00\", \"2020-09-24 17:35:34.000000+00:00\"], \"session_ids\": [\"2ee1c99b-af37-4440-91e2-990a5d84f60a\", \"e665995b-350d-4cfe-a374-11cf8b477677\", \"f12de8f5-4bd5-439d-ad21-2cf1aa8133d6\", \"660f45b6-1b2f-4a62-bd3e-b4bf4a14330e\", \"2aa27060-264e-4e15-92a0-1abba7227f9a\", \"a4434e76-2d70-45e3-a08c-76fd861e11c7\", \"1b75f2f8-843b-4a24-83c4-8664e9243158\", \"0de170b6-6fb3-4019-b7de-3d6526169f62\", \"c3a0110f-9855-4650-82a9-50c41ee1e318\"], \"total_duration\": 14991.0, \"total_sessions\": 9, \"mean_week_duration\": 74.955}, \"82717\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-03 15:54:29.000000+00:00\", \"2020-07-12 11:31:24.000000+00:00\", \"2020-11-25 06:12:30.000000+00:00\", \"2021-05-07 19:24:23.000000+00:00\", \"2020-10-23 04:46:47.000000+00:00\", \"2019-01-31 11:46:40.000000+00:00\", \"2020-07-27 13:38:16.000000+00:00\", \"2019-04-07 16:50:41.000000+00:00\", \"2019-04-20 07:19:56.000000+00:00\", \"2019-02-03 01:11:24.000000+00:00\"], \"session_ids\": [\"df66b859-4bb1-4059-bf10-1a02d904cecd\", \"a0d4465d-ed71-456d-8854-ddabbe5a8e3d\", \"aa96c181-11d3-4e38-8ec5-937e90515bf6\", \"68ff6a08-1aa0-4a22-bf29-68ea8f2d933d\", \"15ac0a48-a920-476c-9d94-e26819d0c1b6\", \"62fbd2f2-a248-44cb-af72-0df7ac457bd9\", \"8defd716-e6a0-4ad0-b7a3-d0fa32acea5d\", \"1292174b-4001-4aa5-b2d8-a0f5250a6bdc\", \"f18bb520-e834-4d3f-85d4-7e6ffd32e776\", \"09f0d5ce-e6f1-4c7a-90b8-bfb03f56a5a2\"], \"total_duration\": 16160.0, \"total_sessions\": 10, \"mean_week_duration\": 78.829}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_duration attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"11994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-28 00:39:28.000000+00:00\", \"2022-12-25 01:35:17.000000+00:00\"], \"session_ids\": [\"57134039-d1a4-48f1-9a10-93504544f851\", \"f36c4067-1f60-4c42-b57e-4d4964cbf334\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.638}}, {\"77596\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2023-03-14 22:41:13.000000+00:00\", \"2019-01-17 07:11:24.000000+00:00\"], \"session_ids\": [\"d81ef57d-1fe8-4341-bb71-e2e8f9f74935\", \"2f13487c-5b04-4764-91da-8aae970cbdef\"], \"total_duration\": 172.0, \"total_sessions\": 2, \"mean_week_duration\": 0.793}}, {\"22010\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2021-10-16 22:21:03.000000+00:00\", \"2019-09-25 20:40:11.000000+00:00\"], \"session_ids\": [\"c73101a9-b724-4b13-a4fe-f7c205cbe13a\", \"285aaee6-3ece-44a4-9631-f7708901f7c2\"], \"total_duration\": 192.0, \"total_sessions\": 2, \"mean_week_duration\": 1.778}}, {\"61716\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2022-09-02 19:45:34.000000+00:00\", \"2020-10-29 23:40:57.000000+00:00\"], \"session_ids\": [\"e2a60a65-540d-450a-862f-955f36320f0d\", \"7ec4eb01-2b45-4954-aabc-ab89d2070759\"], \"total_duration\": 200.0, \"total_sessions\": 2, \"mean_week_duration\": 2.083}}, {\"31650\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-05-17 03:11:16.000000+00:00\", \"2021-06-05 08:24:37.000000+00:00\", \"2021-01-17 18:16:29.000000+00:00\", \"2020-07-17 04:37:02.000000+00:00\", \"2020-11-02 14:46:05.000000+00:00\", \"2022-03-12 07:14:31.000000+00:00\"], \"session_ids\": [\"68308e8f-880c-42df-a0a4-7dafedd501ff\", \"f7501a85-bbfd-4933-997e-816ffb270ed6\", \"59f0117a-e83f-42ba-830c-a22ce3195691\", \"041c8c12-1dc5-47d2-a773-299281d19015\", \"db0f44b0-d118-4fd5-bbdc-d6041ac5f899\", \"44f9d345-e310-45dc-905f-13600770288d\"], \"total_duration\": 210.0, \"total_sessions\": 6, \"mean_week_duration\": 2.414}}, {\"70135\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-02-28 06:53:41.000000+00:00\", \"2022-08-21 14:10:50.000000+00:00\", \"2019-02-12 05:58:31.000000+00:00\"], \"session_ids\": [\"a2df5b2e-82f3-4341-9906-cf09de306b31\", \"dbf15629-d7f1-439f-97b1-1ecb99f42db4\", \"09b6faff-3df7-4849-acce-13322e4bbff8\"], \"total_duration\": 395.0, \"total_sessions\": 3, \"mean_week_duration\": 2.147}}, {\"17154\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-04-24 18:44:32.000000+00:00\", \"2021-09-18 01:11:16.000000+00:00\"], \"session_ids\": [\"5f6eb4ce-e814-4469-8b8f-742bb80aacab\", \"68b5d69e-75cb-4b30-a824-8b05a161b009\"], \"total_duration\": 445.0, \"total_sessions\": 2, \"mean_week_duration\": 21.19}}, {\"48099\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-16 22:50:14.000000+00:00\", \"2019-02-24 17:15:48.000000+00:00\", \"2020-08-29 13:45:02.000000+00:00\"], \"session_ids\": [\"cd53cbb6-0867-40f4-a1f6-bf771b9d8fdc\", \"9d8bbd98-3bd2-4041-bb0f-8a058f89add8\", \"919c3d21-575f-4a7f-a49e-daf084beebdf\"], \"total_duration\": 705.0, \"total_sessions\": 3, \"mean_week_duration\": 3.615}}, {\"32077\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-11-29 19:23:18.000000+00:00\", \"2019-11-22 00:18:01.000000+00:00\", \"2020-10-06 15:33:20.000000+00:00\", \"2019-02-02 21:52:53.000000+00:00\", \"2021-08-18 16:27:20.000000+00:00\", \"2022-11-27 22:33:10.000000+00:00\", \"2020-03-21 07:53:50.000000+00:00\", \"2019-10-18 23:28:49.000000+00:00\", \"2020-09-24 17:35:34.000000+00:00\"], \"session_ids\": [\"2ee1c99b-af37-4440-91e2-990a5d84f60a\", \"e665995b-350d-4cfe-a374-11cf8b477677\", \"f12de8f5-4bd5-439d-ad21-2cf1aa8133d6\", \"660f45b6-1b2f-4a62-bd3e-b4bf4a14330e\", \"2aa27060-264e-4e15-92a0-1abba7227f9a\", \"a4434e76-2d70-45e3-a08c-76fd861e11c7\", \"1b75f2f8-843b-4a24-83c4-8664e9243158\", \"0de170b6-6fb3-4019-b7de-3d6526169f62\", \"c3a0110f-9855-4650-82a9-50c41ee1e318\"], \"total_duration\": 14991.0, \"total_sessions\": 9, \"mean_week_duration\": 74.955}}, {\"82717\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2023-01-03 15:54:29.000000+00:00\", \"2020-07-12 11:31:24.000000+00:00\", \"2020-11-25 06:12:30.000000+00:00\", \"2021-05-07 19:24:23.000000+00:00\", \"2020-10-23 04:46:47.000000+00:00\", \"2019-01-31 11:46:40.000000+00:00\", \"2020-07-27 13:38:16.000000+00:00\", \"2019-04-07 16:50:41.000000+00:00\", \"2019-04-20 07:19:56.000000+00:00\", \"2019-02-03 01:11:24.000000+00:00\"], \"session_ids\": [\"df66b859-4bb1-4059-bf10-1a02d904cecd\", \"a0d4465d-ed71-456d-8854-ddabbe5a8e3d\", \"aa96c181-11d3-4e38-8ec5-937e90515bf6\", \"68ff6a08-1aa0-4a22-bf29-68ea8f2d933d\", \"15ac0a48-a920-476c-9d94-e26819d0c1b6\", \"62fbd2f2-a248-44cb-af72-0df7ac457bd9\", \"8defd716-e6a0-4ad0-b7a3-d0fa32acea5d\", \"1292174b-4001-4aa5-b2d8-a0f5250a6bdc\", \"f18bb520-e834-4d3f-85d4-7e6ffd32e776\", \"09f0d5ce-e6f1-4c7a-90b8-bfb03f56a5a2\"], \"total_duration\": 16160.0, \"total_sessions\": 10, \"mean_week_duration\": 78.829}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 1 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 1, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"11994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-28 00:39:28.000000+00:00\", \"2022-12-25 01:35:17.000000+00:00\"], \"session_ids\": [\"57134039-d1a4-48f1-9a10-93504544f851\", \"f36c4067-1f60-4c42-b57e-4d4964cbf334\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.638}}]\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[{\"11994\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-01-28 00:39:28.000000+00:00\", \"2022-12-25 01:35:17.000000+00:00\"], \"session_ids\": [\"57134039-d1a4-48f1-9a10-93504544f851\", \"f36c4067-1f60-4c42-b57e-4d4964cbf334\"], \"total_duration\": 97.0, \"total_sessions\": 2, \"mean_week_duration\": 0.638}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I want to know about 6 users who aren't residing in cities Kingston, Dubai, Rio de Janeiro, Berlin, Lisbon, Santo Domingo, Beijing, Manila as well as sort by name of the city form the highest to the lowest , moreover 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{\"36200\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2019-08-30 11:13:44.000000+00:00\", \"2020-06-30 19:05:10.000000+00:00\", \"2022-05-21 16:53:57.000000+00:00\", \"2019-10-03 09:30:35.000000+00:00\", \"2019-09-16 12:22:30.000000+00:00\"], \"session_ids\": [\"c5141a83-bed6-4661-b5b8-2459e8c41761\", \"6a993184-5719-475c-bbd1-c09bdad34be4\", \"5786f436-b19d-4b2d-9da9-52a23b920ec8\", \"c49cd832-4074-4889-88e6-913ed0aaa356\", \"f5500721-9595-45d2-a474-65161e2e6bd5\"], \"total_duration\": 1114.0, \"total_sessions\": 5, \"mean_week_duration\": 7.79}, \"19827\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-08-01 12:01:56.000000+00:00\", \"2020-04-16 10:16:29.000000+00:00\", \"2019-06-06 09:40:31.000000+00:00\", \"2019-08-02 00:12:51.000000+00:00\", \"2022-01-28 18:15:08.000000+00:00\", \"2022-07-28 14:00:22.000000+00:00\"], \"session_ids\": [\"8b46f9e0-be19-4697-bfe4-d0fbd7bb039e\", \"679c9c79-fb86-4a42-9f3e-626520110d54\", \"9c5e5c27-9d16-4c25-9ba2-014a5b8d7561\", \"97ffc9c9-b142-4e09-80f1-73be0207c38b\", \"cc4337fb-4957-4840-876c-310506861031\", \"0fdce12a-8dee-4d1b-9564-8a8149ee1ad0\"], \"total_duration\": 2489.0, \"total_sessions\": 6, \"mean_week_duration\": 15.177}, \"51063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-10-07 03:37:47.000000+00:00\", \"2022-10-22 09:51:30.000000+00:00\", \"2022-04-09 04:05:43.000000+00:00\"], \"session_ids\": [\"8837eaea-0e77-44af-9a6d-6fc7ff3c9f8c\", \"b125ba5e-fa35-48a9-8b21-d12b32d3cdfc\", \"70f85d24-6268-4ebf-9005-288a0ca9549b\"], \"total_duration\": 787.0, \"total_sessions\": 3, \"mean_week_duration\": 14.309}, \"17850\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-19 01:29:41.000000+00:00\", \"2021-12-08 10:08:46.000000+00:00\"], \"session_ids\": [\"5d7962a8-7d9e-4d2f-90b8-464907feed42\", \"94ac0f9a-7808-4b28-b000-2ef7c9670676\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 4.466}, \"57884\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-09-08 19:47:32.000000+00:00\", \"2021-10-28 06:38:10.000000+00:00\"], \"session_ids\": [\"d84b98fe-84f8-4a41-acd1-6237888595b8\", \"4061fbcf-83c6-47d4-9db3-3cd2d7e11a7e\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 15.571}, \"11341\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-09-05 00:57:36.000000+00:00\", \"2022-07-25 03:53:13.000000+00:00\"], \"session_ids\": [\"0f559c19-8e19-427f-87b8-fd43bf0beda1\", \"3330d258-1553-4cbd-a6e3-1ecc2bbbc086\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.172}, \"36912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-06-24 15:08:06.000000+00:00\", \"2021-05-06 07:47:04.000000+00:00\"], \"session_ids\": [\"3e136cf0-d9f9-47cd-8d61-5c719c70e40a\", \"0de55cae-3108-499c-aa1d-d8d46a78e16e\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 3.8}, \"33069\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-11-08 07:27:23.000000+00:00\", \"2022-03-16 02:01:19.000000+00:00\", \"2021-01-09 18:55:57.000000+00:00\", \"2022-11-26 09:44:34.000000+00:00\", \"2019-11-20 14:48:46.000000+00:00\", \"2020-03-11 13:19:34.000000+00:00\", \"2022-02-09 23:53:56.000000+00:00\", \"2020-04-04 16:12:53.000000+00:00\", \"2019-04-09 23:12:30.000000+00:00\"], \"session_ids\": [\"396c6f66-346c-4bb1-83ac-2e3326e71f8e\", \"30940654-cf12-41bc-92ac-0466273bd11f\", \"1aeb1d8b-c9dd-4dcf-a8ec-f3273c820a55\", \"66d37c90-524f-47ac-92dc-ac8dee5a89ca\", \"a78f3c29-be1e-4aab-8737-0c88df2c4425\", \"6f8d2559-728d-49cc-9f29-3795c52058af\", \"7aab4139-6945-45c4-b6bf-b92b525ba939\", \"99454c8a-d6bc-4f76-b945-11004bfddb16\", \"b5ced59f-bf1f-4be6-b605-fea9f6670bf7\"], \"total_duration\": 116.0, \"total_sessions\": 9, \"mean_week_duration\": 0.611}, \"95230\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-05 08:47:39.000000+00:00\", \"2020-07-09 02:33:43.000000+00:00\"], \"session_ids\": [\"5075a826-736c-4d00-8d48-7b94b5b0d8f9\", \"8349e428-5c77-41af-a620-5a8d3c8c0e65\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 2.269}, \"96349\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-03 07:54:58.000000+00:00\", \"2023-06-18 04:03:20.000000+00:00\"], \"session_ids\": [\"af3556ea-5230-4042-b70b-f6f9b675eba6\", \"1c5a769c-49ab-4683-aa2f-e59db6d85b7f\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 2.316}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Kingston, Dubai, Rio de Janeiro, Berlin, Larebon, Santo Domingo, Beijing, Manila"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Kingston\", \"Dubai\", \"Rio de Janeiro\", \"Berlin\", \"Lisbon\", \"Santo Domingo\", \"Beijing\", \"Manila\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"51063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-10-07 03:37:47.000000+00:00\", \"2022-10-22 09:51:30.000000+00:00\", \"2022-04-09 04:05:43.000000+00:00\"], \"session_ids\": [\"8837eaea-0e77-44af-9a6d-6fc7ff3c9f8c\", \"b125ba5e-fa35-48a9-8b21-d12b32d3cdfc\", \"70f85d24-6268-4ebf-9005-288a0ca9549b\"], \"total_duration\": 787.0, \"total_sessions\": 3, \"mean_week_duration\": 14.309}, \"17850\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-19 01:29:41.000000+00:00\", \"2021-12-08 10:08:46.000000+00:00\"], \"session_ids\": [\"5d7962a8-7d9e-4d2f-90b8-464907feed42\", \"94ac0f9a-7808-4b28-b000-2ef7c9670676\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 4.466}, \"57884\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-09-08 19:47:32.000000+00:00\", \"2021-10-28 06:38:10.000000+00:00\"], \"session_ids\": [\"d84b98fe-84f8-4a41-acd1-6237888595b8\", \"4061fbcf-83c6-47d4-9db3-3cd2d7e11a7e\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 15.571}, \"11341\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-09-05 00:57:36.000000+00:00\", \"2022-07-25 03:53:13.000000+00:00\"], \"session_ids\": [\"0f559c19-8e19-427f-87b8-fd43bf0beda1\", \"3330d258-1553-4cbd-a6e3-1ecc2bbbc086\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.172}, \"36912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-06-24 15:08:06.000000+00:00\", \"2021-05-06 07:47:04.000000+00:00\"], \"session_ids\": [\"3e136cf0-d9f9-47cd-8d61-5c719c70e40a\", \"0de55cae-3108-499c-aa1d-d8d46a78e16e\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 3.8}, \"33069\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-11-08 07:27:23.000000+00:00\", \"2022-03-16 02:01:19.000000+00:00\", \"2021-01-09 18:55:57.000000+00:00\", \"2022-11-26 09:44:34.000000+00:00\", \"2019-11-20 14:48:46.000000+00:00\", \"2020-03-11 13:19:34.000000+00:00\", \"2022-02-09 23:53:56.000000+00:00\", \"2020-04-04 16:12:53.000000+00:00\", \"2019-04-09 23:12:30.000000+00:00\"], \"session_ids\": [\"396c6f66-346c-4bb1-83ac-2e3326e71f8e\", \"30940654-cf12-41bc-92ac-0466273bd11f\", \"1aeb1d8b-c9dd-4dcf-a8ec-f3273c820a55\", \"66d37c90-524f-47ac-92dc-ac8dee5a89ca\", \"a78f3c29-be1e-4aab-8737-0c88df2c4425\", \"6f8d2559-728d-49cc-9f29-3795c52058af\", \"7aab4139-6945-45c4-b6bf-b92b525ba939\", \"99454c8a-d6bc-4f76-b945-11004bfddb16\", \"b5ced59f-bf1f-4be6-b605-fea9f6670bf7\"], \"total_duration\": 116.0, \"total_sessions\": 9, \"mean_week_duration\": 0.611}, \"95230\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-05 08:47:39.000000+00:00\", \"2020-07-09 02:33:43.000000+00:00\"], \"session_ids\": [\"5075a826-736c-4d00-8d48-7b94b5b0d8f9\", \"8349e428-5c77-41af-a620-5a8d3c8c0e65\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 2.269}, \"96349\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-03 07:54:58.000000+00:00\", \"2023-06-18 04:03:20.000000+00:00\"], \"session_ids\": [\"af3556ea-5230-4042-b70b-f6f9b675eba6\", \"1c5a769c-49ab-4683-aa2f-e59db6d85b7f\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 2.316}}\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[{\"11341\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-09-05 00:57:36.000000+00:00\", \"2022-07-25 03:53:13.000000+00:00\"], \"session_ids\": [\"0f559c19-8e19-427f-87b8-fd43bf0beda1\", \"3330d258-1553-4cbd-a6e3-1ecc2bbbc086\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.172}}, {\"17850\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-19 01:29:41.000000+00:00\", \"2021-12-08 10:08:46.000000+00:00\"], \"session_ids\": [\"5d7962a8-7d9e-4d2f-90b8-464907feed42\", \"94ac0f9a-7808-4b28-b000-2ef7c9670676\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 4.466}}, {\"33069\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-11-08 07:27:23.000000+00:00\", \"2022-03-16 02:01:19.000000+00:00\", \"2021-01-09 18:55:57.000000+00:00\", \"2022-11-26 09:44:34.000000+00:00\", \"2019-11-20 14:48:46.000000+00:00\", \"2020-03-11 13:19:34.000000+00:00\", \"2022-02-09 23:53:56.000000+00:00\", \"2020-04-04 16:12:53.000000+00:00\", \"2019-04-09 23:12:30.000000+00:00\"], \"session_ids\": [\"396c6f66-346c-4bb1-83ac-2e3326e71f8e\", \"30940654-cf12-41bc-92ac-0466273bd11f\", \"1aeb1d8b-c9dd-4dcf-a8ec-f3273c820a55\", \"66d37c90-524f-47ac-92dc-ac8dee5a89ca\", \"a78f3c29-be1e-4aab-8737-0c88df2c4425\", \"6f8d2559-728d-49cc-9f29-3795c52058af\", \"7aab4139-6945-45c4-b6bf-b92b525ba939\", \"99454c8a-d6bc-4f76-b945-11004bfddb16\", \"b5ced59f-bf1f-4be6-b605-fea9f6670bf7\"], \"total_duration\": 116.0, \"total_sessions\": 9, \"mean_week_duration\": 0.611}}, {\"95230\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-01-05 08:47:39.000000+00:00\", \"2020-07-09 02:33:43.000000+00:00\"], \"session_ids\": [\"5075a826-736c-4d00-8d48-7b94b5b0d8f9\", \"8349e428-5c77-41af-a620-5a8d3c8c0e65\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 2.269}}, {\"36912\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-06-24 15:08:06.000000+00:00\", \"2021-05-06 07:47:04.000000+00:00\"], \"session_ids\": [\"3e136cf0-d9f9-47cd-8d61-5c719c70e40a\", \"0de55cae-3108-499c-aa1d-d8d46a78e16e\"], \"total_duration\": 228.0, \"total_sessions\": 2, \"mean_week_duration\": 3.8}}, {\"57884\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-09-08 19:47:32.000000+00:00\", \"2021-10-28 06:38:10.000000+00:00\"], \"session_ids\": [\"d84b98fe-84f8-4a41-acd1-6237888595b8\", \"4061fbcf-83c6-47d4-9db3-3cd2d7e11a7e\"], \"total_duration\": 109.0, \"total_sessions\": 2, \"mean_week_duration\": 15.571}}, {\"96349\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-08-03 07:54:58.000000+00:00\", \"2023-06-18 04:03:20.000000+00:00\"], \"session_ids\": [\"af3556ea-5230-4042-b70b-f6f9b675eba6\", \"1c5a769c-49ab-4683-aa2f-e59db6d85b7f\"], \"total_duration\": 227.0, \"total_sessions\": 2, \"mean_week_duration\": 2.316}}, {\"51063\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-10-07 03:37:47.000000+00:00\", \"2022-10-22 09:51:30.000000+00:00\", \"2022-04-09 04:05:43.000000+00:00\"], \"session_ids\": [\"8837eaea-0e77-44af-9a6d-6fc7ff3c9f8c\", \"b125ba5e-fa35-48a9-8b21-d12b32d3cdfc\", \"70f85d24-6268-4ebf-9005-288a0ca9549b\"], \"total_duration\": 787.0, \"total_sessions\": 3, \"mean_week_duration\": 14.309}}]\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[{\"11341\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-09-05 00:57:36.000000+00:00\", \"2022-07-25 03:53:13.000000+00:00\"], \"session_ids\": [\"0f559c19-8e19-427f-87b8-fd43bf0beda1\", \"3330d258-1553-4cbd-a6e3-1ecc2bbbc086\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.172}}, {\"17850\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-19 01:29:41.000000+00:00\", \"2021-12-08 10:08:46.000000+00:00\"], \"session_ids\": [\"5d7962a8-7d9e-4d2f-90b8-464907feed42\", \"94ac0f9a-7808-4b28-b000-2ef7c9670676\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 4.466}}, {\"33069\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-11-08 07:27:23.000000+00:00\", \"2022-03-16 02:01:19.000000+00:00\", \"2021-01-09 18:55:57.000000+00:00\", \"2022-11-26 09:44:34.000000+00:00\", \"2019-11-20 14:48:46.000000+00:00\", \"2020-03-11 13:19:34.000000+00:00\", \"2022-02-09 23:53:56.000000+00:00\", \"2020-04-04 16:12:53.000000+00:00\", \"2019-04-09 23:12:30.000000+00:00\"], \"session_ids\": [\"396c6f66-346c-4bb1-83ac-2e3326e71f8e\", \"30940654-cf12-41bc-92ac-0466273bd11f\", \"1aeb1d8b-c9dd-4dcf-a8ec-f3273c820a55\", \"66d37c90-524f-47ac-92dc-ac8dee5a89ca\", \"a78f3c29-be1e-4aab-8737-0c88df2c4425\", \"6f8d2559-728d-49cc-9f29-3795c52058af\", \"7aab4139-6945-45c4-b6bf-b92b525ba939\", \"99454c8a-d6bc-4f76-b945-11004bfddb16\", \"b5ced59f-bf1f-4be6-b605-fea9f6670bf7\"], \"total_duration\": 116.0, \"total_sessions\": 9, \"mean_week_duration\": 0.611}}]\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[{\"11341\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-09-05 00:57:36.000000+00:00\", \"2022-07-25 03:53:13.000000+00:00\"], \"session_ids\": [\"0f559c19-8e19-427f-87b8-fd43bf0beda1\", \"3330d258-1553-4cbd-a6e3-1ecc2bbbc086\"], \"total_duration\": 26.0, \"total_sessions\": 2, \"mean_week_duration\": 0.172}}, {\"17850\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-19 01:29:41.000000+00:00\", \"2021-12-08 10:08:46.000000+00:00\"], \"session_ids\": [\"5d7962a8-7d9e-4d2f-90b8-464907feed42\", \"94ac0f9a-7808-4b28-b000-2ef7c9670676\"], \"total_duration\": 460.0, \"total_sessions\": 2, \"mean_week_duration\": 4.466}}, {\"33069\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-11-08 07:27:23.000000+00:00\", \"2022-03-16 02:01:19.000000+00:00\", \"2021-01-09 18:55:57.000000+00:00\", \"2022-11-26 09:44:34.000000+00:00\", \"2019-11-20 14:48:46.000000+00:00\", \"2020-03-11 13:19:34.000000+00:00\", \"2022-02-09 23:53:56.000000+00:00\", \"2020-04-04 16:12:53.000000+00:00\", \"2019-04-09 23:12:30.000000+00:00\"], \"session_ids\": [\"396c6f66-346c-4bb1-83ac-2e3326e71f8e\", \"30940654-cf12-41bc-92ac-0466273bd11f\", \"1aeb1d8b-c9dd-4dcf-a8ec-f3273c820a55\", \"66d37c90-524f-47ac-92dc-ac8dee5a89ca\", \"a78f3c29-be1e-4aab-8737-0c88df2c4425\", \"6f8d2559-728d-49cc-9f29-3795c52058af\", \"7aab4139-6945-45c4-b6bf-b92b525ba939\", \"99454c8a-d6bc-4f76-b945-11004bfddb16\", \"b5ced59f-bf1f-4be6-b605-fea9f6670bf7\"], \"total_duration\": 116.0, \"total_sessions\": 9, \"mean_week_duration\": 0.611}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display 6 users pieces of information who are at the peak of user rankings based on app usage time in addition perform sorting by time in app ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-02 20:07:53.000000+00:00\", \"2020-11-27 19:33:03.000000+00:00\", \"2019-11-08 18:31:04.000000+00:00\", \"2019-09-19 10:03:25.000000+00:00\", \"2021-03-14 04:16:36.000000+00:00\", \"2023-02-11 12:26:27.000000+00:00\", \"2023-05-01 01:26:49.000000+00:00\", \"2020-01-01 15:31:08.000000+00:00\", \"2021-04-28 14:51:17.000000+00:00\"], \"session_ids\": [\"e38b20c1-6ef7-4f2d-a632-e81860789bee\", \"fcfb8a2b-7b03-421e-bcd4-5798b6d477bd\", \"6b1089d2-96e4-4520-8290-8e2ff900d296\", \"7eb1bd82-d7cb-46db-b491-4e03e8bd937e\", \"a357ae29-a4e4-42bf-bb41-16451c0e36b6\", \"5132d730-7bd4-40c9-a148-f15e88983aff\", \"a1a03c45-3187-41a6-bdde-8a1c643c5455\", \"8ddfa193-be91-4511-94e6-2837c55c6f80\", \"7bb4f3c1-128e-40c9-8e7d-ca9e443c4424\"], \"total_duration\": 254.0, \"total_sessions\": 9, \"mean_week_duration\": 1.344}, \"51272\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-08 09:18:41.000000+00:00\", \"2020-10-03 18:05:24.000000+00:00\", \"2020-04-08 12:31:26.000000+00:00\", \"2019-08-17 10:08:11.000000+00:00\"], \"session_ids\": [\"2bf9ca13-2fc8-4458-addf-9c205aa9d9fe\", \"84a595f6-a466-47bc-8032-fa913320083e\", \"9dbb8be5-9ef3-4d9b-947a-79812b26cbb5\", \"36af93c6-2104-40bc-9306-0b57398cb341\"], \"total_duration\": 307.0, \"total_sessions\": 4, \"mean_week_duration\": 3.232}, \"34081\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-04-10 05:27:11.000000+00:00\", \"2020-07-01 20:47:03.000000+00:00\", \"2021-04-03 23:49:36.000000+00:00\", \"2019-04-20 21:01:19.000000+00:00\"], \"session_ids\": [\"17594353-06d8-4485-87a5-6a41224b3390\", \"dece2196-b73a-4bef-bc10-88caa55f6f5c\", \"c4304bd5-29a3-4e29-bc36-e01d92c2ce15\", \"150a72a2-ef23-4942-8786-4549c66e27c8\"], \"total_duration\": 449.0, \"total_sessions\": 4, \"mean_week_duration\": 4.359}, \"23513\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-11-04 06:36:00.000000+00:00\", \"2021-01-13 17:46:34.000000+00:00\"], \"session_ids\": [\"bae9fbf9-3f4d-4ea5-83c2-2dd2d27c13d9\", \"59d38014-b18d-41a3-b72a-453702a1b76a\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 2.889}, \"90243\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-29 17:35:38.000000+00:00\", \"2022-05-02 11:55:56.000000+00:00\", \"2021-06-24 23:55:04.000000+00:00\", \"2020-09-17 18:01:24.000000+00:00\", \"2020-09-12 07:24:16.000000+00:00\", \"2019-09-23 15:19:51.000000+00:00\", \"2021-02-03 11:29:53.000000+00:00\"], \"session_ids\": [\"9e20a151-b276-4332-b283-78362e351dc7\", \"b4d49a62-3a4f-4079-bb8c-baf0d113eb18\", \"73b55541-0516-438d-94a3-f7c1551f176c\", \"90fd7b88-43d3-47ec-8918-b764210fba8b\", \"3ea2fd5f-3411-4920-a2e7-43278cd6520e\", \"40ba3f2c-02a3-4970-a53e-24371f9d29b0\", \"32052e51-bec0-4041-9938-d111e8879ec5\"], \"total_duration\": 2759.0, \"total_sessions\": 7, \"mean_week_duration\": 17.573}, \"89413\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-07-05 03:22:37.000000+00:00\", \"2023-02-26 07:14:04.000000+00:00\"], \"session_ids\": [\"e5300c42-0a35-4aee-8f6f-c54e50409bb4\", \"6b79a6c6-bb30-4a6f-9488-df1f62b3e5b7\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.22}, \"66423\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-01-06 02:37:59.000000+00:00\", \"2019-03-05 17:05:01.000000+00:00\"], \"session_ids\": [\"771dc73a-32c6-448c-aaf6-a0aa430cd89a\", \"f9bafe59-79c0-41b0-8345-a3b8a25ad78e\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.177}, \"95308\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-01-19 14:10:15.000000+00:00\", \"2023-06-30 04:33:11.000000+00:00\"], \"session_ids\": [\"54987156-c6b4-4f7b-b2da-a26a3c952508\", \"6a902eb1-d097-416a-a4c7-8e27741e0c86\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 0.445}, \"7196\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-05-16 23:37:19.000000+00:00\", \"2021-12-23 03:33:55.000000+00:00\"], \"session_ids\": [\"2d01d7f6-4d3c-4ffd-a2c7-00fa63cd2396\", \"743477e1-f7d9-4275-a056-0a44f09af6df\"], \"total_duration\": 41.0, \"total_sessions\": 2, \"mean_week_duration\": 1.952}, \"21719\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-23 20:37:54.000000+00:00\", \"2022-01-27 05:15:10.000000+00:00\"], \"session_ids\": [\"4773cf0b-faeb-4c75-9f57-81acf0f676e7\", \"5b539de3-10f8-4456-86e7-982c6e04b9b5\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 5.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who have the highest 6 total_duration values."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"top_bot\", \"arguments\": {\"attribute\": \"total_duration\", \"top\": true, \"quant_to_remain\": 6}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"90243\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-29 17:35:38.000000+00:00\", \"2022-05-02 11:55:56.000000+00:00\", \"2021-06-24 23:55:04.000000+00:00\", \"2020-09-17 18:01:24.000000+00:00\", \"2020-09-12 07:24:16.000000+00:00\", \"2019-09-23 15:19:51.000000+00:00\", \"2021-02-03 11:29:53.000000+00:00\"], \"session_ids\": [\"9e20a151-b276-4332-b283-78362e351dc7\", \"b4d49a62-3a4f-4079-bb8c-baf0d113eb18\", \"73b55541-0516-438d-94a3-f7c1551f176c\", \"90fd7b88-43d3-47ec-8918-b764210fba8b\", \"3ea2fd5f-3411-4920-a2e7-43278cd6520e\", \"40ba3f2c-02a3-4970-a53e-24371f9d29b0\", \"32052e51-bec0-4041-9938-d111e8879ec5\"], \"total_duration\": 2759.0, \"total_sessions\": 7, \"mean_week_duration\": 17.573}}, {\"34081\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-04-10 05:27:11.000000+00:00\", \"2020-07-01 20:47:03.000000+00:00\", \"2021-04-03 23:49:36.000000+00:00\", \"2019-04-20 21:01:19.000000+00:00\"], \"session_ids\": [\"17594353-06d8-4485-87a5-6a41224b3390\", \"dece2196-b73a-4bef-bc10-88caa55f6f5c\", \"c4304bd5-29a3-4e29-bc36-e01d92c2ce15\", \"150a72a2-ef23-4942-8786-4549c66e27c8\"], \"total_duration\": 449.0, \"total_sessions\": 4, \"mean_week_duration\": 4.359}}, {\"21719\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-23 20:37:54.000000+00:00\", \"2022-01-27 05:15:10.000000+00:00\"], \"session_ids\": [\"4773cf0b-faeb-4c75-9f57-81acf0f676e7\", \"5b539de3-10f8-4456-86e7-982c6e04b9b5\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 5.5}}, {\"51272\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-08 09:18:41.000000+00:00\", \"2020-10-03 18:05:24.000000+00:00\", \"2020-04-08 12:31:26.000000+00:00\", \"2019-08-17 10:08:11.000000+00:00\"], \"session_ids\": [\"2bf9ca13-2fc8-4458-addf-9c205aa9d9fe\", \"84a595f6-a466-47bc-8032-fa913320083e\", \"9dbb8be5-9ef3-4d9b-947a-79812b26cbb5\", \"36af93c6-2104-40bc-9306-0b57398cb341\"], \"total_duration\": 307.0, \"total_sessions\": 4, \"mean_week_duration\": 3.232}}, {\"97044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-02 20:07:53.000000+00:00\", \"2020-11-27 19:33:03.000000+00:00\", \"2019-11-08 18:31:04.000000+00:00\", \"2019-09-19 10:03:25.000000+00:00\", \"2021-03-14 04:16:36.000000+00:00\", \"2023-02-11 12:26:27.000000+00:00\", \"2023-05-01 01:26:49.000000+00:00\", \"2020-01-01 15:31:08.000000+00:00\", \"2021-04-28 14:51:17.000000+00:00\"], \"session_ids\": [\"e38b20c1-6ef7-4f2d-a632-e81860789bee\", \"fcfb8a2b-7b03-421e-bcd4-5798b6d477bd\", \"6b1089d2-96e4-4520-8290-8e2ff900d296\", \"7eb1bd82-d7cb-46db-b491-4e03e8bd937e\", \"a357ae29-a4e4-42bf-bb41-16451c0e36b6\", \"5132d730-7bd4-40c9-a148-f15e88983aff\", \"a1a03c45-3187-41a6-bdde-8a1c643c5455\", \"8ddfa193-be91-4511-94e6-2837c55c6f80\", \"7bb4f3c1-128e-40c9-8e7d-ca9e443c4424\"], \"total_duration\": 254.0, \"total_sessions\": 9, \"mean_week_duration\": 1.344}}, {\"23513\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-11-04 06:36:00.000000+00:00\", \"2021-01-13 17:46:34.000000+00:00\"], \"session_ids\": [\"bae9fbf9-3f4d-4ea5-83c2-2dd2d27c13d9\", \"59d38014-b18d-41a3-b72a-453702a1b76a\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 2.889}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"23513\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-11-04 06:36:00.000000+00:00\", \"2021-01-13 17:46:34.000000+00:00\"], \"session_ids\": [\"bae9fbf9-3f4d-4ea5-83c2-2dd2d27c13d9\", \"59d38014-b18d-41a3-b72a-453702a1b76a\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 2.889}}, {\"97044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-02 20:07:53.000000+00:00\", \"2020-11-27 19:33:03.000000+00:00\", \"2019-11-08 18:31:04.000000+00:00\", \"2019-09-19 10:03:25.000000+00:00\", \"2021-03-14 04:16:36.000000+00:00\", \"2023-02-11 12:26:27.000000+00:00\", \"2023-05-01 01:26:49.000000+00:00\", \"2020-01-01 15:31:08.000000+00:00\", \"2021-04-28 14:51:17.000000+00:00\"], \"session_ids\": [\"e38b20c1-6ef7-4f2d-a632-e81860789bee\", \"fcfb8a2b-7b03-421e-bcd4-5798b6d477bd\", \"6b1089d2-96e4-4520-8290-8e2ff900d296\", \"7eb1bd82-d7cb-46db-b491-4e03e8bd937e\", \"a357ae29-a4e4-42bf-bb41-16451c0e36b6\", \"5132d730-7bd4-40c9-a148-f15e88983aff\", \"a1a03c45-3187-41a6-bdde-8a1c643c5455\", \"8ddfa193-be91-4511-94e6-2837c55c6f80\", \"7bb4f3c1-128e-40c9-8e7d-ca9e443c4424\"], \"total_duration\": 254.0, \"total_sessions\": 9, \"mean_week_duration\": 1.344}}, {\"51272\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-08 09:18:41.000000+00:00\", \"2020-10-03 18:05:24.000000+00:00\", \"2020-04-08 12:31:26.000000+00:00\", \"2019-08-17 10:08:11.000000+00:00\"], \"session_ids\": [\"2bf9ca13-2fc8-4458-addf-9c205aa9d9fe\", \"84a595f6-a466-47bc-8032-fa913320083e\", \"9dbb8be5-9ef3-4d9b-947a-79812b26cbb5\", \"36af93c6-2104-40bc-9306-0b57398cb341\"], \"total_duration\": 307.0, \"total_sessions\": 4, \"mean_week_duration\": 3.232}}, {\"21719\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-23 20:37:54.000000+00:00\", \"2022-01-27 05:15:10.000000+00:00\"], \"session_ids\": [\"4773cf0b-faeb-4c75-9f57-81acf0f676e7\", \"5b539de3-10f8-4456-86e7-982c6e04b9b5\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 5.5}}, {\"34081\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-04-10 05:27:11.000000+00:00\", \"2020-07-01 20:47:03.000000+00:00\", \"2021-04-03 23:49:36.000000+00:00\", \"2019-04-20 21:01:19.000000+00:00\"], \"session_ids\": [\"17594353-06d8-4485-87a5-6a41224b3390\", \"dece2196-b73a-4bef-bc10-88caa55f6f5c\", \"c4304bd5-29a3-4e29-bc36-e01d92c2ce15\", \"150a72a2-ef23-4942-8786-4549c66e27c8\"], \"total_duration\": 449.0, \"total_sessions\": 4, \"mean_week_duration\": 4.359}}, {\"90243\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-29 17:35:38.000000+00:00\", \"2022-05-02 11:55:56.000000+00:00\", \"2021-06-24 23:55:04.000000+00:00\", \"2020-09-17 18:01:24.000000+00:00\", \"2020-09-12 07:24:16.000000+00:00\", \"2019-09-23 15:19:51.000000+00:00\", \"2021-02-03 11:29:53.000000+00:00\"], \"session_ids\": [\"9e20a151-b276-4332-b283-78362e351dc7\", \"b4d49a62-3a4f-4079-bb8c-baf0d113eb18\", \"73b55541-0516-438d-94a3-f7c1551f176c\", \"90fd7b88-43d3-47ec-8918-b764210fba8b\", \"3ea2fd5f-3411-4920-a2e7-43278cd6520e\", \"40ba3f2c-02a3-4970-a53e-24371f9d29b0\", \"32052e51-bec0-4041-9938-d111e8879ec5\"], \"total_duration\": 2759.0, \"total_sessions\": 7, \"mean_week_duration\": 17.573}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 6 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"23513\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-11-04 06:36:00.000000+00:00\", \"2021-01-13 17:46:34.000000+00:00\"], \"session_ids\": [\"bae9fbf9-3f4d-4ea5-83c2-2dd2d27c13d9\", \"59d38014-b18d-41a3-b72a-453702a1b76a\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 2.889}}, {\"97044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-02 20:07:53.000000+00:00\", \"2020-11-27 19:33:03.000000+00:00\", \"2019-11-08 18:31:04.000000+00:00\", \"2019-09-19 10:03:25.000000+00:00\", \"2021-03-14 04:16:36.000000+00:00\", \"2023-02-11 12:26:27.000000+00:00\", \"2023-05-01 01:26:49.000000+00:00\", \"2020-01-01 15:31:08.000000+00:00\", \"2021-04-28 14:51:17.000000+00:00\"], \"session_ids\": [\"e38b20c1-6ef7-4f2d-a632-e81860789bee\", \"fcfb8a2b-7b03-421e-bcd4-5798b6d477bd\", \"6b1089d2-96e4-4520-8290-8e2ff900d296\", \"7eb1bd82-d7cb-46db-b491-4e03e8bd937e\", \"a357ae29-a4e4-42bf-bb41-16451c0e36b6\", \"5132d730-7bd4-40c9-a148-f15e88983aff\", \"a1a03c45-3187-41a6-bdde-8a1c643c5455\", \"8ddfa193-be91-4511-94e6-2837c55c6f80\", \"7bb4f3c1-128e-40c9-8e7d-ca9e443c4424\"], \"total_duration\": 254.0, \"total_sessions\": 9, \"mean_week_duration\": 1.344}}, {\"51272\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-08 09:18:41.000000+00:00\", \"2020-10-03 18:05:24.000000+00:00\", \"2020-04-08 12:31:26.000000+00:00\", \"2019-08-17 10:08:11.000000+00:00\"], \"session_ids\": [\"2bf9ca13-2fc8-4458-addf-9c205aa9d9fe\", \"84a595f6-a466-47bc-8032-fa913320083e\", \"9dbb8be5-9ef3-4d9b-947a-79812b26cbb5\", \"36af93c6-2104-40bc-9306-0b57398cb341\"], \"total_duration\": 307.0, \"total_sessions\": 4, \"mean_week_duration\": 3.232}}, {\"21719\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-23 20:37:54.000000+00:00\", \"2022-01-27 05:15:10.000000+00:00\"], \"session_ids\": [\"4773cf0b-faeb-4c75-9f57-81acf0f676e7\", \"5b539de3-10f8-4456-86e7-982c6e04b9b5\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 5.5}}, {\"34081\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-04-10 05:27:11.000000+00:00\", \"2020-07-01 20:47:03.000000+00:00\", \"2021-04-03 23:49:36.000000+00:00\", \"2019-04-20 21:01:19.000000+00:00\"], \"session_ids\": [\"17594353-06d8-4485-87a5-6a41224b3390\", \"dece2196-b73a-4bef-bc10-88caa55f6f5c\", \"c4304bd5-29a3-4e29-bc36-e01d92c2ce15\", \"150a72a2-ef23-4942-8786-4549c66e27c8\"], \"total_duration\": 449.0, \"total_sessions\": 4, \"mean_week_duration\": 4.359}}, {\"90243\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-29 17:35:38.000000+00:00\", \"2022-05-02 11:55:56.000000+00:00\", \"2021-06-24 23:55:04.000000+00:00\", \"2020-09-17 18:01:24.000000+00:00\", \"2020-09-12 07:24:16.000000+00:00\", \"2019-09-23 15:19:51.000000+00:00\", \"2021-02-03 11:29:53.000000+00:00\"], \"session_ids\": [\"9e20a151-b276-4332-b283-78362e351dc7\", \"b4d49a62-3a4f-4079-bb8c-baf0d113eb18\", \"73b55541-0516-438d-94a3-f7c1551f176c\", \"90fd7b88-43d3-47ec-8918-b764210fba8b\", \"3ea2fd5f-3411-4920-a2e7-43278cd6520e\", \"40ba3f2c-02a3-4970-a53e-24371f9d29b0\", \"32052e51-bec0-4041-9938-d111e8879ec5\"], \"total_duration\": 2759.0, \"total_sessions\": 7, \"mean_week_duration\": 17.573}}]\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[{\"23513\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2019-11-04 06:36:00.000000+00:00\", \"2021-01-13 17:46:34.000000+00:00\"], \"session_ids\": [\"bae9fbf9-3f4d-4ea5-83c2-2dd2d27c13d9\", \"59d38014-b18d-41a3-b72a-453702a1b76a\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 2.889}}, {\"97044\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2020-05-02 20:07:53.000000+00:00\", \"2020-11-27 19:33:03.000000+00:00\", \"2019-11-08 18:31:04.000000+00:00\", \"2019-09-19 10:03:25.000000+00:00\", \"2021-03-14 04:16:36.000000+00:00\", \"2023-02-11 12:26:27.000000+00:00\", \"2023-05-01 01:26:49.000000+00:00\", \"2020-01-01 15:31:08.000000+00:00\", \"2021-04-28 14:51:17.000000+00:00\"], \"session_ids\": [\"e38b20c1-6ef7-4f2d-a632-e81860789bee\", \"fcfb8a2b-7b03-421e-bcd4-5798b6d477bd\", \"6b1089d2-96e4-4520-8290-8e2ff900d296\", \"7eb1bd82-d7cb-46db-b491-4e03e8bd937e\", \"a357ae29-a4e4-42bf-bb41-16451c0e36b6\", \"5132d730-7bd4-40c9-a148-f15e88983aff\", \"a1a03c45-3187-41a6-bdde-8a1c643c5455\", \"8ddfa193-be91-4511-94e6-2837c55c6f80\", \"7bb4f3c1-128e-40c9-8e7d-ca9e443c4424\"], \"total_duration\": 254.0, \"total_sessions\": 9, \"mean_week_duration\": 1.344}}, {\"51272\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-06-08 09:18:41.000000+00:00\", \"2020-10-03 18:05:24.000000+00:00\", \"2020-04-08 12:31:26.000000+00:00\", \"2019-08-17 10:08:11.000000+00:00\"], \"session_ids\": [\"2bf9ca13-2fc8-4458-addf-9c205aa9d9fe\", \"84a595f6-a466-47bc-8032-fa913320083e\", \"9dbb8be5-9ef3-4d9b-947a-79812b26cbb5\", \"36af93c6-2104-40bc-9306-0b57398cb341\"], \"total_duration\": 307.0, \"total_sessions\": 4, \"mean_week_duration\": 3.232}}, {\"21719\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2020-11-23 20:37:54.000000+00:00\", \"2022-01-27 05:15:10.000000+00:00\"], \"session_ids\": [\"4773cf0b-faeb-4c75-9f57-81acf0f676e7\", \"5b539de3-10f8-4456-86e7-982c6e04b9b5\"], \"total_duration\": 341.0, \"total_sessions\": 2, \"mean_week_duration\": 5.5}}, {\"34081\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2021-04-10 05:27:11.000000+00:00\", \"2020-07-01 20:47:03.000000+00:00\", \"2021-04-03 23:49:36.000000+00:00\", \"2019-04-20 21:01:19.000000+00:00\"], \"session_ids\": [\"17594353-06d8-4485-87a5-6a41224b3390\", \"dece2196-b73a-4bef-bc10-88caa55f6f5c\", \"c4304bd5-29a3-4e29-bc36-e01d92c2ce15\", \"150a72a2-ef23-4942-8786-4549c66e27c8\"], \"total_duration\": 449.0, \"total_sessions\": 4, \"mean_week_duration\": 4.359}}, {\"90243\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-04-29 17:35:38.000000+00:00\", \"2022-05-02 11:55:56.000000+00:00\", \"2021-06-24 23:55:04.000000+00:00\", \"2020-09-17 18:01:24.000000+00:00\", \"2020-09-12 07:24:16.000000+00:00\", \"2019-09-23 15:19:51.000000+00:00\", \"2021-02-03 11:29:53.000000+00:00\"], \"session_ids\": [\"9e20a151-b276-4332-b283-78362e351dc7\", \"b4d49a62-3a4f-4079-bb8c-baf0d113eb18\", \"73b55541-0516-438d-94a3-f7c1551f176c\", \"90fd7b88-43d3-47ec-8918-b764210fba8b\", \"3ea2fd5f-3411-4920-a2e7-43278cd6520e\", \"40ba3f2c-02a3-4970-a53e-24371f9d29b0\", \"32052e51-bec0-4041-9938-d111e8879ec5\"], \"total_duration\": 2759.0, \"total_sessions\": 7, \"mean_week_duration\": 17.573}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding users who are not folks of city Tegucigalpa , and carry out sorting by town title 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{\"56697\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-09-21 21:52:09.000000+00:00\", \"2022-12-15 06:21:01.000000+00:00\"], \"session_ids\": [\"c630452e-20ef-4d83-8d6e-7d5dd771bbc3\", \"8a418a3e-441c-40ce-bbdc-caea73753f09\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.615}, \"55890\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-02-15 10:11:19.000000+00:00\", \"2021-11-25 07:14:00.000000+00:00\"], \"session_ids\": [\"d2c2b321-3f73-43aa-a355-dfbc3520a094\", \"991131e3-3d76-45e3-a2f0-ae3912360a0b\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}, \"51119\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-05-03 18:46:02.000000+00:00\", \"2022-07-05 20:21:55.000000+00:00\", \"2021-10-09 12:48:06.000000+00:00\"], \"session_ids\": [\"6be317ed-fb3d-4f87-a2df-1b0434ef9b34\", \"31eab83f-a4e0-4f29-bd59-f54cd73ebbee\", \"adf24a67-02fa-48d6-a104-3bb0b16907be\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 1.385}, \"8767\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-02 15:38:01.000000+00:00\", \"2022-05-21 04:39:56.000000+00:00\", \"2023-03-26 12:02:18.000000+00:00\", \"2022-01-25 14:42:45.000000+00:00\", \"2021-12-17 02:36:08.000000+00:00\", \"2019-07-05 06:15:11.000000+00:00\", \"2019-12-23 22:20:23.000000+00:00\"], \"session_ids\": [\"04237772-56e7-49c4-b860-7f913273c6c3\", \"086212f1-9135-473b-85c6-0ee0def3eb4e\", \"258f5166-919e-4511-af13-4f3017fe8233\", \"9a49db23-a176-4117-b2c2-5933350a077c\", \"4501995a-cd80-4d21-b552-18f325c5cef6\", \"2b11e926-9c1f-469e-afbe-54805a8221a7\", \"69ed15d8-2951-4f00-857f-ff72d2d4d43a\"], \"total_duration\": 3104.0, \"total_sessions\": 7, \"mean_week_duration\": 15.918}, \"76517\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-16 06:02:19.000000+00:00\", \"2022-09-28 10:19:18.000000+00:00\"], \"session_ids\": [\"365bef15-8020-4b0a-87a8-c12802d9ea42\", \"992e83fc-b26d-4165-942e-4597fc243205\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"53436\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-21 20:42:07.000000+00:00\", \"2022-07-07 22:29:41.000000+00:00\", \"2022-09-04 23:56:05.000000+00:00\"], \"session_ids\": [\"e5169634-38d0-4ecd-84ab-c29084509280\", \"e492e1c8-c453-4132-8d16-ee2a71c722cc\", \"f1552ea0-25d0-4b8b-b6f5-a3807bbb1482\"], \"total_duration\": 484.0, \"total_sessions\": 3, \"mean_week_duration\": 8.203}, \"97134\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-04 14:38:11.000000+00:00\", \"2022-09-09 22:47:23.000000+00:00\", \"2019-03-12 09:21:12.000000+00:00\", \"2022-08-17 01:09:04.000000+00:00\", \"2021-06-10 11:37:16.000000+00:00\", \"2021-04-16 21:29:46.000000+00:00\", \"2021-01-17 08:00:45.000000+00:00\", \"2021-07-13 22:17:58.000000+00:00\", \"2019-10-26 17:09:52.000000+00:00\", \"2019-01-01 09:14:16.000000+00:00\", \"2021-12-28 20:35:40.000000+00:00\"], \"session_ids\": [\"d965778f-8bd5-4955-9e32-86eb0420e3bf\", \"39aa3849-c27e-4b54-be53-dd91ae775d9f\", \"fd3c3b96-542f-495e-8a80-7f498c58a920\", \"453b5ef4-a7e0-4fac-8635-4ac9ffdf3dac\", \"71bd60c6-a940-4bdc-bb1a-ce5c3968404b\", \"e6dd15d9-ccab-4847-8d0e-d76f2f3d9607\", \"2caf31f7-272c-4af3-b853-1f4526689bb6\", \"6e775ff7-0365-41fb-b47c-3d02ba7063e5\", \"53f23167-00ef-4650-abdb-2255fa570f46\", \"559bc4ed-031b-4855-aedf-8f82a096516d\", \"7aa8cd1c-4c00-4a4b-90f5-6d8d2d4c4085\"], \"total_duration\": 738.0, \"total_sessions\": 11, \"mean_week_duration\": 3.824}, \"89471\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-12-01 17:36:10.000000+00:00\", \"2019-06-23 22:21:39.000000+00:00\", \"2023-04-07 18:18:11.000000+00:00\", \"2023-04-05 04:56:09.000000+00:00\"], \"session_ids\": [\"727b4174-cd51-4f9f-b1f5-f46fc165ed17\", \"36bb8ee4-770c-48fc-aaf0-b4c64cd508de\", \"bfddad33-7e56-4367-b3d9-be55d019868f\", \"53e5242e-c341-42ef-a666-d79cf0b0e900\"], \"total_duration\": 669.0, \"total_sessions\": 4, \"mean_week_duration\": 3.379}, \"25748\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-05 05:26:02.000000+00:00\", \"2019-02-03 21:52:34.000000+00:00\", \"2020-01-21 13:12:03.000000+00:00\", \"2021-08-07 13:10:03.000000+00:00\", \"2021-09-07 23:07:35.000000+00:00\", \"2019-09-05 19:00:02.000000+00:00\", \"2020-08-29 02:27:51.000000+00:00\", \"2021-11-20 23:51:02.000000+00:00\"], \"session_ids\": [\"7f790415-592c-43a6-9c86-acb8b6fb40fd\", \"2c4eb703-fb81-4721-9999-285c015e6b64\", \"6ce21f18-a1b7-4c19-8399-1f894bb19b70\", \"baa70a26-5d6e-472b-a9be-93857b7ca970\", \"35f80a1a-3e1c-4da9-9d3b-38f220043f4f\", \"2a1e3d92-d323-4c47-85f9-236db8775888\", \"dae1714d-5cee-4ff6-9686-247008832d55\", \"4f66ec1d-06a2-4073-af54-0049eae33fcf\"], \"total_duration\": 1521.0, \"total_sessions\": 8, \"mean_week_duration\": 10.418}, \"80572\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-09 16:39:39.000000+00:00\", \"2019-08-09 00:38:58.000000+00:00\", \"2021-08-19 23:57:44.000000+00:00\"], \"session_ids\": [\"35afb9c5-7c81-4114-a0fb-3a1f3a5bca2a\", \"c447b5f3-f7d5-45d8-80ad-810f09e548d1\", \"f4b867af-31d4-4957-93a4-b2db4a4600ba\"], \"total_duration\": 1022.0, \"total_sessions\": 3, \"mean_week_duration\": 5.465}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is not Tegucigalpa"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"Tegucigalpa\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"56697\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-09-21 21:52:09.000000+00:00\", \"2022-12-15 06:21:01.000000+00:00\"], \"session_ids\": [\"c630452e-20ef-4d83-8d6e-7d5dd771bbc3\", \"8a418a3e-441c-40ce-bbdc-caea73753f09\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.615}, \"55890\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-02-15 10:11:19.000000+00:00\", \"2021-11-25 07:14:00.000000+00:00\"], \"session_ids\": [\"d2c2b321-3f73-43aa-a355-dfbc3520a094\", \"991131e3-3d76-45e3-a2f0-ae3912360a0b\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}, \"51119\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-05-03 18:46:02.000000+00:00\", \"2022-07-05 20:21:55.000000+00:00\", \"2021-10-09 12:48:06.000000+00:00\"], \"session_ids\": [\"6be317ed-fb3d-4f87-a2df-1b0434ef9b34\", \"31eab83f-a4e0-4f29-bd59-f54cd73ebbee\", \"adf24a67-02fa-48d6-a104-3bb0b16907be\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 1.385}, \"8767\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-02 15:38:01.000000+00:00\", \"2022-05-21 04:39:56.000000+00:00\", \"2023-03-26 12:02:18.000000+00:00\", \"2022-01-25 14:42:45.000000+00:00\", \"2021-12-17 02:36:08.000000+00:00\", \"2019-07-05 06:15:11.000000+00:00\", \"2019-12-23 22:20:23.000000+00:00\"], \"session_ids\": [\"04237772-56e7-49c4-b860-7f913273c6c3\", \"086212f1-9135-473b-85c6-0ee0def3eb4e\", \"258f5166-919e-4511-af13-4f3017fe8233\", \"9a49db23-a176-4117-b2c2-5933350a077c\", \"4501995a-cd80-4d21-b552-18f325c5cef6\", \"2b11e926-9c1f-469e-afbe-54805a8221a7\", \"69ed15d8-2951-4f00-857f-ff72d2d4d43a\"], \"total_duration\": 3104.0, \"total_sessions\": 7, \"mean_week_duration\": 15.918}, \"76517\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-16 06:02:19.000000+00:00\", \"2022-09-28 10:19:18.000000+00:00\"], \"session_ids\": [\"365bef15-8020-4b0a-87a8-c12802d9ea42\", \"992e83fc-b26d-4165-942e-4597fc243205\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}, \"53436\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-21 20:42:07.000000+00:00\", \"2022-07-07 22:29:41.000000+00:00\", \"2022-09-04 23:56:05.000000+00:00\"], \"session_ids\": [\"e5169634-38d0-4ecd-84ab-c29084509280\", \"e492e1c8-c453-4132-8d16-ee2a71c722cc\", \"f1552ea0-25d0-4b8b-b6f5-a3807bbb1482\"], \"total_duration\": 484.0, \"total_sessions\": 3, \"mean_week_duration\": 8.203}, \"97134\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-04 14:38:11.000000+00:00\", \"2022-09-09 22:47:23.000000+00:00\", \"2019-03-12 09:21:12.000000+00:00\", \"2022-08-17 01:09:04.000000+00:00\", \"2021-06-10 11:37:16.000000+00:00\", \"2021-04-16 21:29:46.000000+00:00\", \"2021-01-17 08:00:45.000000+00:00\", \"2021-07-13 22:17:58.000000+00:00\", \"2019-10-26 17:09:52.000000+00:00\", \"2019-01-01 09:14:16.000000+00:00\", \"2021-12-28 20:35:40.000000+00:00\"], \"session_ids\": [\"d965778f-8bd5-4955-9e32-86eb0420e3bf\", \"39aa3849-c27e-4b54-be53-dd91ae775d9f\", \"fd3c3b96-542f-495e-8a80-7f498c58a920\", \"453b5ef4-a7e0-4fac-8635-4ac9ffdf3dac\", \"71bd60c6-a940-4bdc-bb1a-ce5c3968404b\", \"e6dd15d9-ccab-4847-8d0e-d76f2f3d9607\", \"2caf31f7-272c-4af3-b853-1f4526689bb6\", \"6e775ff7-0365-41fb-b47c-3d02ba7063e5\", \"53f23167-00ef-4650-abdb-2255fa570f46\", \"559bc4ed-031b-4855-aedf-8f82a096516d\", \"7aa8cd1c-4c00-4a4b-90f5-6d8d2d4c4085\"], \"total_duration\": 738.0, \"total_sessions\": 11, \"mean_week_duration\": 3.824}, \"89471\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-12-01 17:36:10.000000+00:00\", \"2019-06-23 22:21:39.000000+00:00\", \"2023-04-07 18:18:11.000000+00:00\", \"2023-04-05 04:56:09.000000+00:00\"], \"session_ids\": [\"727b4174-cd51-4f9f-b1f5-f46fc165ed17\", \"36bb8ee4-770c-48fc-aaf0-b4c64cd508de\", \"bfddad33-7e56-4367-b3d9-be55d019868f\", \"53e5242e-c341-42ef-a666-d79cf0b0e900\"], \"total_duration\": 669.0, \"total_sessions\": 4, \"mean_week_duration\": 3.379}, \"25748\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-05 05:26:02.000000+00:00\", \"2019-02-03 21:52:34.000000+00:00\", \"2020-01-21 13:12:03.000000+00:00\", \"2021-08-07 13:10:03.000000+00:00\", \"2021-09-07 23:07:35.000000+00:00\", \"2019-09-05 19:00:02.000000+00:00\", \"2020-08-29 02:27:51.000000+00:00\", \"2021-11-20 23:51:02.000000+00:00\"], \"session_ids\": [\"7f790415-592c-43a6-9c86-acb8b6fb40fd\", \"2c4eb703-fb81-4721-9999-285c015e6b64\", \"6ce21f18-a1b7-4c19-8399-1f894bb19b70\", \"baa70a26-5d6e-472b-a9be-93857b7ca970\", \"35f80a1a-3e1c-4da9-9d3b-38f220043f4f\", \"2a1e3d92-d323-4c47-85f9-236db8775888\", \"dae1714d-5cee-4ff6-9686-247008832d55\", \"4f66ec1d-06a2-4073-af54-0049eae33fcf\"], \"total_duration\": 1521.0, \"total_sessions\": 8, \"mean_week_duration\": 10.418}, \"80572\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-09 16:39:39.000000+00:00\", \"2019-08-09 00:38:58.000000+00:00\", \"2021-08-19 23:57:44.000000+00:00\"], \"session_ids\": [\"35afb9c5-7c81-4114-a0fb-3a1f3a5bca2a\", \"c447b5f3-f7d5-45d8-80ad-810f09e548d1\", \"f4b867af-31d4-4957-93a4-b2db4a4600ba\"], \"total_duration\": 1022.0, \"total_sessions\": 3, \"mean_week_duration\": 5.465}}\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[{\"89471\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-12-01 17:36:10.000000+00:00\", \"2019-06-23 22:21:39.000000+00:00\", \"2023-04-07 18:18:11.000000+00:00\", \"2023-04-05 04:56:09.000000+00:00\"], \"session_ids\": [\"727b4174-cd51-4f9f-b1f5-f46fc165ed17\", \"36bb8ee4-770c-48fc-aaf0-b4c64cd508de\", \"bfddad33-7e56-4367-b3d9-be55d019868f\", \"53e5242e-c341-42ef-a666-d79cf0b0e900\"], \"total_duration\": 669.0, \"total_sessions\": 4, \"mean_week_duration\": 3.379}}, {\"25748\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-05 05:26:02.000000+00:00\", \"2019-02-03 21:52:34.000000+00:00\", \"2020-01-21 13:12:03.000000+00:00\", \"2021-08-07 13:10:03.000000+00:00\", \"2021-09-07 23:07:35.000000+00:00\", \"2019-09-05 19:00:02.000000+00:00\", \"2020-08-29 02:27:51.000000+00:00\", \"2021-11-20 23:51:02.000000+00:00\"], \"session_ids\": [\"7f790415-592c-43a6-9c86-acb8b6fb40fd\", \"2c4eb703-fb81-4721-9999-285c015e6b64\", \"6ce21f18-a1b7-4c19-8399-1f894bb19b70\", \"baa70a26-5d6e-472b-a9be-93857b7ca970\", \"35f80a1a-3e1c-4da9-9d3b-38f220043f4f\", \"2a1e3d92-d323-4c47-85f9-236db8775888\", \"dae1714d-5cee-4ff6-9686-247008832d55\", \"4f66ec1d-06a2-4073-af54-0049eae33fcf\"], \"total_duration\": 1521.0, \"total_sessions\": 8, \"mean_week_duration\": 10.418}}, {\"97134\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-04 14:38:11.000000+00:00\", \"2022-09-09 22:47:23.000000+00:00\", \"2019-03-12 09:21:12.000000+00:00\", \"2022-08-17 01:09:04.000000+00:00\", \"2021-06-10 11:37:16.000000+00:00\", \"2021-04-16 21:29:46.000000+00:00\", \"2021-01-17 08:00:45.000000+00:00\", \"2021-07-13 22:17:58.000000+00:00\", \"2019-10-26 17:09:52.000000+00:00\", \"2019-01-01 09:14:16.000000+00:00\", \"2021-12-28 20:35:40.000000+00:00\"], \"session_ids\": [\"d965778f-8bd5-4955-9e32-86eb0420e3bf\", \"39aa3849-c27e-4b54-be53-dd91ae775d9f\", \"fd3c3b96-542f-495e-8a80-7f498c58a920\", \"453b5ef4-a7e0-4fac-8635-4ac9ffdf3dac\", \"71bd60c6-a940-4bdc-bb1a-ce5c3968404b\", \"e6dd15d9-ccab-4847-8d0e-d76f2f3d9607\", \"2caf31f7-272c-4af3-b853-1f4526689bb6\", \"6e775ff7-0365-41fb-b47c-3d02ba7063e5\", \"53f23167-00ef-4650-abdb-2255fa570f46\", \"559bc4ed-031b-4855-aedf-8f82a096516d\", \"7aa8cd1c-4c00-4a4b-90f5-6d8d2d4c4085\"], \"total_duration\": 738.0, \"total_sessions\": 11, \"mean_week_duration\": 3.824}}, {\"76517\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-16 06:02:19.000000+00:00\", \"2022-09-28 10:19:18.000000+00:00\"], \"session_ids\": [\"365bef15-8020-4b0a-87a8-c12802d9ea42\", \"992e83fc-b26d-4165-942e-4597fc243205\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}}, {\"8767\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-02 15:38:01.000000+00:00\", \"2022-05-21 04:39:56.000000+00:00\", \"2023-03-26 12:02:18.000000+00:00\", \"2022-01-25 14:42:45.000000+00:00\", \"2021-12-17 02:36:08.000000+00:00\", \"2019-07-05 06:15:11.000000+00:00\", \"2019-12-23 22:20:23.000000+00:00\"], \"session_ids\": [\"04237772-56e7-49c4-b860-7f913273c6c3\", \"086212f1-9135-473b-85c6-0ee0def3eb4e\", \"258f5166-919e-4511-af13-4f3017fe8233\", \"9a49db23-a176-4117-b2c2-5933350a077c\", \"4501995a-cd80-4d21-b552-18f325c5cef6\", \"2b11e926-9c1f-469e-afbe-54805a8221a7\", \"69ed15d8-2951-4f00-857f-ff72d2d4d43a\"], \"total_duration\": 3104.0, \"total_sessions\": 7, \"mean_week_duration\": 15.918}}, {\"56697\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-09-21 21:52:09.000000+00:00\", \"2022-12-15 06:21:01.000000+00:00\"], \"session_ids\": [\"c630452e-20ef-4d83-8d6e-7d5dd771bbc3\", \"8a418a3e-441c-40ce-bbdc-caea73753f09\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.615}}, {\"53436\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-21 20:42:07.000000+00:00\", \"2022-07-07 22:29:41.000000+00:00\", \"2022-09-04 23:56:05.000000+00:00\"], \"session_ids\": [\"e5169634-38d0-4ecd-84ab-c29084509280\", \"e492e1c8-c453-4132-8d16-ee2a71c722cc\", \"f1552ea0-25d0-4b8b-b6f5-a3807bbb1482\"], \"total_duration\": 484.0, \"total_sessions\": 3, \"mean_week_duration\": 8.203}}, {\"51119\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-05-03 18:46:02.000000+00:00\", \"2022-07-05 20:21:55.000000+00:00\", \"2021-10-09 12:48:06.000000+00:00\"], \"session_ids\": [\"6be317ed-fb3d-4f87-a2df-1b0434ef9b34\", \"31eab83f-a4e0-4f29-bd59-f54cd73ebbee\", \"adf24a67-02fa-48d6-a104-3bb0b16907be\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 1.385}}, {\"80572\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-09 16:39:39.000000+00:00\", \"2019-08-09 00:38:58.000000+00:00\", \"2021-08-19 23:57:44.000000+00:00\"], \"session_ids\": [\"35afb9c5-7c81-4114-a0fb-3a1f3a5bca2a\", \"c447b5f3-f7d5-45d8-80ad-810f09e548d1\", \"f4b867af-31d4-4957-93a4-b2db4a4600ba\"], \"total_duration\": 1022.0, \"total_sessions\": 3, \"mean_week_duration\": 5.465}}, {\"55890\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-02-15 10:11:19.000000+00:00\", \"2021-11-25 07:14:00.000000+00:00\"], \"session_ids\": [\"d2c2b321-3f73-43aa-a355-dfbc3520a094\", \"991131e3-3d76-45e3-a2f0-ae3912360a0b\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}}]\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[{\"89471\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2020-12-01 17:36:10.000000+00:00\", \"2019-06-23 22:21:39.000000+00:00\", \"2023-04-07 18:18:11.000000+00:00\", \"2023-04-05 04:56:09.000000+00:00\"], \"session_ids\": [\"727b4174-cd51-4f9f-b1f5-f46fc165ed17\", \"36bb8ee4-770c-48fc-aaf0-b4c64cd508de\", \"bfddad33-7e56-4367-b3d9-be55d019868f\", \"53e5242e-c341-42ef-a666-d79cf0b0e900\"], \"total_duration\": 669.0, \"total_sessions\": 4, \"mean_week_duration\": 3.379}}, {\"25748\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-05 05:26:02.000000+00:00\", \"2019-02-03 21:52:34.000000+00:00\", \"2020-01-21 13:12:03.000000+00:00\", \"2021-08-07 13:10:03.000000+00:00\", \"2021-09-07 23:07:35.000000+00:00\", \"2019-09-05 19:00:02.000000+00:00\", \"2020-08-29 02:27:51.000000+00:00\", \"2021-11-20 23:51:02.000000+00:00\"], \"session_ids\": [\"7f790415-592c-43a6-9c86-acb8b6fb40fd\", \"2c4eb703-fb81-4721-9999-285c015e6b64\", \"6ce21f18-a1b7-4c19-8399-1f894bb19b70\", \"baa70a26-5d6e-472b-a9be-93857b7ca970\", \"35f80a1a-3e1c-4da9-9d3b-38f220043f4f\", \"2a1e3d92-d323-4c47-85f9-236db8775888\", \"dae1714d-5cee-4ff6-9686-247008832d55\", \"4f66ec1d-06a2-4073-af54-0049eae33fcf\"], \"total_duration\": 1521.0, \"total_sessions\": 8, \"mean_week_duration\": 10.418}}, {\"97134\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2021-04-04 14:38:11.000000+00:00\", \"2022-09-09 22:47:23.000000+00:00\", \"2019-03-12 09:21:12.000000+00:00\", \"2022-08-17 01:09:04.000000+00:00\", \"2021-06-10 11:37:16.000000+00:00\", \"2021-04-16 21:29:46.000000+00:00\", \"2021-01-17 08:00:45.000000+00:00\", \"2021-07-13 22:17:58.000000+00:00\", \"2019-10-26 17:09:52.000000+00:00\", \"2019-01-01 09:14:16.000000+00:00\", \"2021-12-28 20:35:40.000000+00:00\"], \"session_ids\": [\"d965778f-8bd5-4955-9e32-86eb0420e3bf\", \"39aa3849-c27e-4b54-be53-dd91ae775d9f\", \"fd3c3b96-542f-495e-8a80-7f498c58a920\", \"453b5ef4-a7e0-4fac-8635-4ac9ffdf3dac\", \"71bd60c6-a940-4bdc-bb1a-ce5c3968404b\", \"e6dd15d9-ccab-4847-8d0e-d76f2f3d9607\", \"2caf31f7-272c-4af3-b853-1f4526689bb6\", \"6e775ff7-0365-41fb-b47c-3d02ba7063e5\", \"53f23167-00ef-4650-abdb-2255fa570f46\", \"559bc4ed-031b-4855-aedf-8f82a096516d\", \"7aa8cd1c-4c00-4a4b-90f5-6d8d2d4c4085\"], \"total_duration\": 738.0, \"total_sessions\": 11, \"mean_week_duration\": 3.824}}, {\"76517\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-06-16 06:02:19.000000+00:00\", \"2022-09-28 10:19:18.000000+00:00\"], \"session_ids\": [\"365bef15-8020-4b0a-87a8-c12802d9ea42\", \"992e83fc-b26d-4165-942e-4597fc243205\"], \"total_duration\": 86.0, \"total_sessions\": 2, \"mean_week_duration\": 0.5}}, {\"8767\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-05-02 15:38:01.000000+00:00\", \"2022-05-21 04:39:56.000000+00:00\", \"2023-03-26 12:02:18.000000+00:00\", \"2022-01-25 14:42:45.000000+00:00\", \"2021-12-17 02:36:08.000000+00:00\", \"2019-07-05 06:15:11.000000+00:00\", \"2019-12-23 22:20:23.000000+00:00\"], \"session_ids\": [\"04237772-56e7-49c4-b860-7f913273c6c3\", \"086212f1-9135-473b-85c6-0ee0def3eb4e\", \"258f5166-919e-4511-af13-4f3017fe8233\", \"9a49db23-a176-4117-b2c2-5933350a077c\", \"4501995a-cd80-4d21-b552-18f325c5cef6\", \"2b11e926-9c1f-469e-afbe-54805a8221a7\", \"69ed15d8-2951-4f00-857f-ff72d2d4d43a\"], \"total_duration\": 3104.0, \"total_sessions\": 7, \"mean_week_duration\": 15.918}}, {\"56697\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-09-21 21:52:09.000000+00:00\", \"2022-12-15 06:21:01.000000+00:00\"], \"session_ids\": [\"c630452e-20ef-4d83-8d6e-7d5dd771bbc3\", \"8a418a3e-441c-40ce-bbdc-caea73753f09\"], \"total_duration\": 104.0, \"total_sessions\": 2, \"mean_week_duration\": 0.615}}, {\"53436\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-07-21 20:42:07.000000+00:00\", \"2022-07-07 22:29:41.000000+00:00\", \"2022-09-04 23:56:05.000000+00:00\"], \"session_ids\": [\"e5169634-38d0-4ecd-84ab-c29084509280\", \"e492e1c8-c453-4132-8d16-ee2a71c722cc\", \"f1552ea0-25d0-4b8b-b6f5-a3807bbb1482\"], \"total_duration\": 484.0, \"total_sessions\": 3, \"mean_week_duration\": 8.203}}, {\"51119\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2022-05-03 18:46:02.000000+00:00\", \"2022-07-05 20:21:55.000000+00:00\", \"2021-10-09 12:48:06.000000+00:00\"], \"session_ids\": [\"6be317ed-fb3d-4f87-a2df-1b0434ef9b34\", \"31eab83f-a4e0-4f29-bd59-f54cd73ebbee\", \"adf24a67-02fa-48d6-a104-3bb0b16907be\"], \"total_duration\": 54.0, \"total_sessions\": 3, \"mean_week_duration\": 1.385}}, {\"80572\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Kingston\", \"datetimes\": [\"2023-03-09 16:39:39.000000+00:00\", \"2019-08-09 00:38:58.000000+00:00\", \"2021-08-19 23:57:44.000000+00:00\"], \"session_ids\": [\"35afb9c5-7c81-4114-a0fb-3a1f3a5bca2a\", \"c447b5f3-f7d5-45d8-80ad-810f09e548d1\", \"f4b867af-31d4-4957-93a4-b2db4a4600ba\"], \"total_duration\": 1022.0, \"total_sessions\": 3, \"mean_week_duration\": 5.465}}, {\"55890\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2022-02-15 10:11:19.000000+00:00\", \"2021-11-25 07:14:00.000000+00:00\"], \"session_ids\": [\"d2c2b321-3f73-43aa-a355-dfbc3520a094\", \"991131e3-3d76-45e3-a2f0-ae3912360a0b\"], \"total_duration\": 29.0, \"total_sessions\": 2, \"mean_week_duration\": 2.417}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show me 5 users who have overall sessions count bigger than 10 and smaller than 4 (not including) , moreover do sorting by city title descendingly."
}
] |
[
{
"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{\"75873\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-02-21 08:54:45.000000+00:00\", \"2019-05-07 08:31:08.000000+00:00\", \"2020-10-25 20:04:25.000000+00:00\", \"2020-12-11 06:37:31.000000+00:00\", \"2019-10-14 05:11:59.000000+00:00\", \"2021-06-29 23:01:36.000000+00:00\", \"2019-01-29 13:02:45.000000+00:00\", \"2019-05-30 12:55:58.000000+00:00\", \"2020-08-11 19:49:28.000000+00:00\", \"2020-08-24 10:38:42.000000+00:00\", \"2020-07-17 07:03:59.000000+00:00\"], \"session_ids\": [\"3ad32a2d-8422-4e1d-8475-26d911c2cee2\", \"dad73e48-692b-48ed-b6cb-4482c3308fff\", \"0c94f7e3-673b-4704-812c-2caa054cdff6\", \"df47814c-d3ea-43bc-aaeb-7f978d66b509\", \"b3889f85-d350-4729-9102-600d10f1f385\", \"50a32651-24d2-4565-b983-2a0c4d5d546e\", \"bb6d4f66-c38f-4cd3-9afc-ee3047b84b38\", \"513bc7cf-0ff7-4af1-bbdc-8f05d665aee4\", \"e7860d0e-9ae8-479f-bd6a-a58076b8fd02\", \"591ca93b-1de0-4cd5-9782-15d7e2c90b0d\", \"7145d47f-c118-4579-b46c-2bfe457de4bd\"], \"total_duration\": 38311.0, \"total_sessions\": 11, \"mean_week_duration\": 180.712}, \"50849\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-11-06 19:19:29.000000+00:00\", \"2022-09-02 20:55:27.000000+00:00\"], \"session_ids\": [\"021748f9-d96c-4bf2-82af-1bdbf6ed55ec\", \"aaa8ad19-115b-462f-a918-9a40940229f9\"], \"total_duration\": 329.0, \"total_sessions\": 2, \"mean_week_duration\": 32.9}, \"10201\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2021-04-03 16:52:01.000000+00:00\", \"2019-11-22 03:44:10.000000+00:00\"], \"session_ids\": [\"bc055e68-4ab9-4f10-b6ef-b89aed91cbdf\", \"57140212-042a-40d2-8bea-e52ce09a04f1\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 3.5}, \"93646\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-07-13 11:48:08.000000+00:00\", \"2020-06-15 17:30:52.000000+00:00\", \"2022-01-08 21:34:48.000000+00:00\", \"2021-03-20 12:02:43.000000+00:00\", \"2019-10-24 02:15:51.000000+00:00\", \"2022-02-11 16:17:17.000000+00:00\", \"2022-08-28 12:11:02.000000+00:00\", \"2021-06-12 09:05:03.000000+00:00\"], \"session_ids\": [\"7ce66f1c-cdc2-4277-9e1e-c89cbdb9d591\", \"3aaa0d34-42b9-4851-9aaf-374b385b9b0c\", \"e237ba31-099b-4c22-9b2f-391fa76d1f08\", \"e77b04ba-77cb-4c5a-afd3-8f3d84ecb24a\", \"4d1ed41c-1e4e-485c-bcaa-fb7fc102500d\", \"7502c162-0f2b-4c8b-868c-9b93bda62840\", \"728a0064-b4ea-428e-b87f-75359b6b370e\", \"a9467508-257e-4bd1-bb4b-e9d9e01c53e7\"], \"total_duration\": 4801.0, \"total_sessions\": 8, \"mean_week_duration\": 32.221}, \"98844\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-02-05 03:49:50.000000+00:00\", \"2023-03-03 23:12:45.000000+00:00\"], \"session_ids\": [\"a0bbac54-2aa3-4904-b729-ac24fdc264ac\", \"a27f75b5-71db-41d3-9778-d95620a5c689\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 0.167}, \"81729\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-07-12 03:56:02.000000+00:00\", \"2023-05-25 21:13:36.000000+00:00\", \"2022-08-19 23:07:29.000000+00:00\", \"2020-05-24 03:57:33.000000+00:00\", \"2020-01-23 14:17:00.000000+00:00\", \"2021-11-03 05:02:02.000000+00:00\", \"2020-04-09 09:32:14.000000+00:00\", \"2022-12-22 19:58:21.000000+00:00\", \"2022-07-09 19:43:36.000000+00:00\", \"2021-07-12 12:27:52.000000+00:00\"], \"session_ids\": [\"d207071c-4e73-4331-835a-5d455f5f8b84\", \"7ca9a90b-390e-4e10-a517-27df3f1c391c\", \"0543ac99-8b45-4ce3-9417-7577e5107281\", \"7dd42326-a8a2-4a8c-9610-3dc473dbb89e\", \"fb1ced11-47d7-455d-89ef-7baecb456ffa\", \"8d3d0569-7b76-4dab-b6f0-95b4e207b522\", \"b7ed2ffb-82bd-4d31-8583-4e4c1bca200a\", \"d6a1edaf-264d-4d0f-85a2-2718f46231f4\", \"af368d46-cb0b-4837-bb03-339c8747c9a4\", \"81079628-f16c-4731-9d60-405707406df8\"], \"total_duration\": 41057.0, \"total_sessions\": 10, \"mean_week_duration\": 235.96}, \"20837\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2021-01-19 22:59:01.000000+00:00\", \"2022-10-03 18:09:12.000000+00:00\", \"2019-08-14 18:37:04.000000+00:00\", \"2019-07-02 05:47:53.000000+00:00\", \"2020-10-21 18:04:01.000000+00:00\", \"2019-08-27 02:05:54.000000+00:00\", \"2023-01-27 20:01:30.000000+00:00\"], \"session_ids\": [\"dfd0e85b-40cf-4574-8d50-ab33ce73abe0\", \"bf1f4ca1-50bb-404c-b5fa-ad7b16620202\", \"ebcb9808-6e40-44bf-ae32-0621c1051f6e\", \"435c8e00-ac6a-4b8b-a590-10852a63fa49\", \"e9d680a7-0764-470b-9c2c-6e5d05d03365\", \"2be72f6f-ca25-42fe-8f77-6e4980938a71\", \"763ef579-7032-483a-8068-6e0bc6405768\"], \"total_duration\": 1557.0, \"total_sessions\": 7, \"mean_week_duration\": 8.326}, \"31624\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-01-18 18:38:10.000000+00:00\", \"2019-12-10 04:48:14.000000+00:00\", \"2021-05-31 13:19:57.000000+00:00\"], \"session_ids\": [\"5b8036d2-1385-435b-8ba2-839a6db85024\", \"7ad4f668-2987-4c0c-be94-072ec84564de\", \"ecbaa1d5-adc9-4581-b2dd-81653ff98641\"], \"total_duration\": 471.0, \"total_sessions\": 3, \"mean_week_duration\": 2.89}, \"30816\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 6, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Karachi\", \"datetimes\": [\"2022-02-08 12:22:38.000000+00:00\", \"2022-06-30 01:55:15.000000+00:00\"], \"session_ids\": [\"e2c747cf-0f7e-4496-a43c-568748b886fb\", \"75e137f1-8110-441e-b534-efeda1921715\"], \"total_duration\": 43.0, \"total_sessions\": 2, \"mean_week_duration\": 2.048}, \"94094\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2020-07-22 00:18:12.000000+00:00\", \"2022-01-03 01:38:25.000000+00:00\", \"2023-02-28 15:50:05.000000+00:00\", \"2021-09-07 21:37:53.000000+00:00\", \"2021-11-06 09:00:05.000000+00:00\", \"2022-06-21 17:40:09.000000+00:00\"], \"session_ids\": [\"9e9c63b7-9bcb-4826-8ebb-3956dc31fa5d\", \"bb03ee83-873d-40be-beab-acecaaebff9a\", \"21db3e12-347a-4f32-9cd5-a226b714c248\", \"32fe4a0c-58b3-41ff-8c83-7d1e92579234\", \"c165eb54-1a4f-499d-95f8-48f08e44735b\", \"51978650-74f4-4b7a-a2c0-fc3239f930e2\"], \"total_duration\": 97.0, \"total_sessions\": 6, \"mean_week_duration\": 0.713}}\n```\n"
}
] |
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